warning: commands will be executed using /bin/sh
job 2214 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	18
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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	1
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 1016664 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 1016664 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 53314 members 
Mstep: Class 3 contains 53497 members 
Mstep: Class 4 contains 53332 members 
Mstep: Class 5 contains 53759 members 
Mstep: Class 6 contains 53980 members 
Mstep: Class 7 contains 53283 members 
Mstep: Class 8 contains 53431 members 
Mstep: Class 9 contains 53331 members 
Mstep: Class 10 contains 53517 members 
Mstep: Class 11 contains 53565 members 
Mstep: Class 12 contains 53240 members 
Mstep: Class 13 contains 53221 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 53598 members 
Mstep: Class 16 contains 53347 members 
Mstep: Class 17 contains 53706 members 
Mstep: Class 18 contains 53641 members 
Mstep: Class 19 contains 53388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49008796.000000 Penalty: 11957.795898
Iteration 0F: 20 clusters Score -4.90088e+07 nChanged 963558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10989 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 60391 members 
Mstep: Class 3 contains 39625 members 
Mstep: Class 4 contains 68071 members 
Mstep: Class 5 contains 48817 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 7 contains 17812 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 80358 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 221739 members 
Mstep: Class 12 contains 46705 members 
Mstep: Class 13 contains 45959 members 
Mstep: Class 14 contains 13728 members 
Mstep: Class 15 contains 29985 members 
Mstep: Class 16 contains 39607 members 
Mstep: Class 17 contains 78844 members 
Mstep: Class 18 contains 76911 members 
Mstep: Class 19 contains 20741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -55280964.000000 Penalty: 11957.795898
Iteration 1F: 20 clusters Score -5.528096e+07 nChanged 405431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9382 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 59951 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 95307 members 
Mstep: Class 5 contains 38863 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 13757 members 
Mstep: Class 8 contains 8933 members 
Mstep: Class 9 contains 115939 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 318361 members 
Mstep: Class 12 contains 20080 members 
Mstep: Class 13 contains 65575 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 46471 members 
Mstep: Class 17 contains 85113 members 
Mstep: Class 18 contains 63291 members 
Mstep: Class 19 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56325840.000000 Penalty: 11957.795898
Iteration 2F: 20 clusters Score -5.632584e+07 nChanged 250836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4398 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 40387 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 108044 members 
Mstep: Class 5 contains 23129 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 130759 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 372674 members 
Mstep: Class 12 contains 14218 members 
Mstep: Class 13 contains 82147 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 40090 members 
Mstep: Class 17 contains 73411 members 
Mstep: Class 18 contains 62962 members 
Mstep: Class 19 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56880156.000000 Penalty: 11957.795898
Iteration 3F: 20 clusters Score -5.688016e+07 nChanged 196010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1431 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 1915 members 
Mstep: Class 4 contains 114303 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 10864 members 
Mstep: Class 9 contains 145367 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 369915 members 
Mstep: Class 12 contains 13382 members 
Mstep: Class 13 contains 109355 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 35525 members 
Mstep: Class 17 contains 73275 members 
Mstep: Class 18 contains 64790 members 
Mstep: Class 19 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57220824.000000 Penalty: 11957.795898
Iteration 4F: 20 clusters Score -5.722082e+07 nChanged 159232
Entering Unmasked Mstep 
Mstep: Class 0 contains 817 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 23238 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 112327 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 11092 members 
Mstep: Class 9 contains 152551 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 344921 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 134078 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 30087 members 
Mstep: Class 17 contains 76560 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 484.377228 but Gain 629.357422
Score: -57462600.000000 Penalty: 11328.438477
Iteration 5F: 19 clusters Score -5.74626e+07 nChanged 133174
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 20750 members 
Mstep: Class 4 contains 103106 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 11270 members 
Mstep: Class 9 contains 162684 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 311698 members 
Mstep: Class 12 contains 20290 members 
Mstep: Class 13 contains 147200 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 25538 members 
Mstep: Class 17 contains 77280 members 
Mstep: Class 18 contains 97037 members 
Mstep: Class 19 contains 2962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57641692.000000 Penalty: 11328.438477
Iteration 6F: 19 clusters Score -5.764169e+07 nChanged 108281
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 18198 members 
Mstep: Class 4 contains 93293 members 
Mstep: Class 5 contains 6049 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 11262 members 
Mstep: Class 9 contains 169800 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 277300 members 
Mstep: Class 12 contains 24561 members 
Mstep: Class 13 contains 155323 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 833 members 
Mstep: Class 16 contains 24678 members 
Mstep: Class 17 contains 77537 members 
Mstep: Class 18 contains 116359 members 
Mstep: Class 19 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57761640.000000 Penalty: 11328.438477
Iteration 7F: 19 clusters Score -5.776164e+07 nChanged 83712
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 15801 members 
Mstep: Class 4 contains 85974 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 5740 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 173325 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 248412 members 
Mstep: Class 12 contains 28626 members 
Mstep: Class 13 contains 161252 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 27440 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 129959 members 
Mstep: Class 19 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57867184.000000 Penalty: 11328.438477
Iteration 8F: 19 clusters Score -5.786718e+07 nChanged 62843
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 4 contains 83694 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 173690 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 229272 members 
Mstep: Class 12 contains 31626 members 
Mstep: Class 13 contains 164828 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 931 members 
Mstep: Class 16 contains 29518 members 
Mstep: Class 17 contains 77739 members 
Mstep: Class 18 contains 137655 members 
Mstep: Class 19 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57954572.000000 Penalty: 11328.438477
Iteration 9F: 19 clusters Score -5.795457e+07 nChanged 45035
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 4 contains 87498 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 7229 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 10981 members 
Mstep: Class 9 contains 170961 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 222267 members 
Mstep: Class 12 contains 32400 members 
Mstep: Class 13 contains 165885 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 29322 members 
Mstep: Class 17 contains 77805 members 
Mstep: Class 18 contains 140730 members 
Mstep: Class 19 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57987220.000000 Penalty: 11328.438477
Iteration 10Q: 19 clusters Score -5.798722e+07 nChanged 34896
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 9259 members 
Mstep: Class 4 contains 93547 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 10689 members 
Mstep: Class 9 contains 167060 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 219844 members 
Mstep: Class 12 contains 32422 members 
Mstep: Class 13 contains 165396 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 1003 members 
Mstep: Class 16 contains 28923 members 
Mstep: Class 17 contains 77787 members 
Mstep: Class 18 contains 141905 members 
Mstep: Class 19 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58000800.000000 Penalty: 11328.438477
Iteration 11Q: 19 clusters Score -5.80008e+07 nChanged 27782
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 4 contains 99648 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 163452 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 217924 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 164521 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 142320 members 
Mstep: Class 19 contains 3807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58014220.000000 Penalty: 11328.438477
Iteration 12Q: 19 clusters Score -5.801422e+07 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 4 contains 105865 members 
Mstep: Class 5 contains 8420 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 160097 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 216054 members 
Mstep: Class 12 contains 30978 members 
Mstep: Class 13 contains 163655 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 16 contains 29184 members 
Mstep: Class 17 contains 77750 members 
Mstep: Class 18 contains 142270 members 
Mstep: Class 19 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58020188.000000 Penalty: 11328.438477
Iteration 13Q: 19 clusters Score -5.802019e+07 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 4 contains 112143 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 8003 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 156810 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 214077 members 
Mstep: Class 12 contains 29594 members 
Mstep: Class 13 contains 163044 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 1025 members 
Mstep: Class 16 contains 29455 members 
Mstep: Class 17 contains 77741 members 
Mstep: Class 18 contains 142063 members 
Mstep: Class 19 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58025728.000000 Penalty: 11328.438477
Iteration 14Q: 19 clusters Score -5.802573e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 4 contains 118713 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 9884 members 
Mstep: Class 9 contains 152028 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 211908 members 
Mstep: Class 12 contains 28280 members 
Mstep: Class 13 contains 162855 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 29715 members 
Mstep: Class 17 contains 77742 members 
Mstep: Class 18 contains 142531 members 
Mstep: Class 19 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58030872.000000 Penalty: 11328.438477
Iteration 15Q: 19 clusters Score -5.803087e+07 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 4 contains 125785 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 9811 members 
Mstep: Class 9 contains 145995 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 209606 members 
Mstep: Class 12 contains 27078 members 
Mstep: Class 13 contains 162840 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 1027 members 
Mstep: Class 16 contains 29969 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 143397 members 
Mstep: Class 19 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58034704.000000 Penalty: 11328.438477
Iteration 16Q: 19 clusters Score -5.80347e+07 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 4 contains 133310 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 138824 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 207155 members 
Mstep: Class 12 contains 26166 members 
Mstep: Class 13 contains 162973 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1040 members 
Mstep: Class 16 contains 30202 members 
Mstep: Class 17 contains 77775 members 
Mstep: Class 18 contains 144442 members 
Mstep: Class 19 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58038016.000000 Penalty: 11328.438477
Iteration 17Q: 19 clusters Score -5.803802e+07 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 4053 members 
Mstep: Class 4 contains 140785 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 131093 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 204794 members 
Mstep: Class 12 contains 25599 members 
Mstep: Class 13 contains 163049 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 30411 members 
Mstep: Class 17 contains 77775 members 
Mstep: Class 18 contains 145641 members 
Mstep: Class 19 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58040084.000000 Penalty: 11328.438477
Iteration 18Q: 19 clusters Score -5.804008e+07 nChanged 17153
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 4 contains 147888 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 123447 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 202507 members 
Mstep: Class 12 contains 25234 members 
Mstep: Class 13 contains 163089 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 16 contains 30492 members 
Mstep: Class 17 contains 77777 members 
Mstep: Class 18 contains 146767 members 
Mstep: Class 19 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58040080.000000 Penalty: 11328.438477
Iteration 19Q: 19 clusters Score -5.804008e+07 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 4 contains 154154 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 116545 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 200076 members 
Mstep: Class 12 contains 25127 members 
Mstep: Class 13 contains 163069 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 1027 members 
Mstep: Class 16 contains 30575 members 
Mstep: Class 17 contains 77776 members 
Mstep: Class 18 contains 147587 members 
Mstep: Class 19 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58041136.000000 Penalty: 11328.438477
Iteration 20F: 19 clusters Score -5.804114e+07 nChanged 16056
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 4 contains 159861 members 
Mstep: Class 5 contains 7881 members 
Mstep: Class 6 contains 8196 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 110480 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 197642 members 
Mstep: Class 12 contains 25131 members 
Mstep: Class 13 contains 162824 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 30642 members 
Mstep: Class 17 contains 77781 members 
Mstep: Class 18 contains 148007 members 
Mstep: Class 19 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58043220.000000 Penalty: 11328.438477
Iteration 21Q: 19 clusters Score -5.804322e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 4 contains 164426 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 106123 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 195354 members 
Mstep: Class 12 contains 25104 members 
Mstep: Class 13 contains 162462 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 30671 members 
Mstep: Class 17 contains 77789 members 
Mstep: Class 18 contains 147819 members 
Mstep: Class 19 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58044584.000000 Penalty: 11328.438477
Iteration 22Q: 19 clusters Score -5.804458e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 4 contains 168443 members 
Mstep: Class 5 contains 7855 members 
Mstep: Class 6 contains 8246 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 102850 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 193024 members 
Mstep: Class 12 contains 24989 members 
Mstep: Class 13 contains 162049 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 30679 members 
Mstep: Class 17 contains 77812 members 
Mstep: Class 18 contains 147073 members 
Mstep: Class 19 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58045412.000000 Penalty: 11328.438477
Iteration 23Q: 19 clusters Score -5.804541e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 4 contains 172182 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 8273 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 100246 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 190805 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 161632 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 30634 members 
Mstep: Class 17 contains 77829 members 
Mstep: Class 18 contains 145979 members 
Mstep: Class 19 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58046432.000000 Penalty: 11328.438477
Iteration 24Q: 19 clusters Score -5.804643e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 4 contains 175697 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 98103 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 188594 members 
Mstep: Class 12 contains 24420 members 
Mstep: Class 13 contains 161272 members 
Mstep: Class 14 contains 3110 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 30608 members 
Mstep: Class 17 contains 77849 members 
Mstep: Class 18 contains 144680 members 
Mstep: Class 19 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58047892.000000 Penalty: 11328.438477
Iteration 25Q: 19 clusters Score -5.804789e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 4 contains 179022 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 96525 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 186582 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 160841 members 
Mstep: Class 14 contains 3125 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 30468 members 
Mstep: Class 17 contains 77864 members 
Mstep: Class 18 contains 143199 members 
Mstep: Class 19 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58049544.000000 Penalty: 11328.438477
Iteration 26Q: 19 clusters Score -5.804954e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 4 contains 182208 members 
Mstep: Class 5 contains 7705 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 95601 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 184714 members 
Mstep: Class 12 contains 23127 members 
Mstep: Class 13 contains 160350 members 
Mstep: Class 14 contains 3138 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 30238 members 
Mstep: Class 17 contains 77879 members 
Mstep: Class 18 contains 141560 members 
Mstep: Class 19 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58050724.000000 Penalty: 11328.438477
Iteration 27Q: 19 clusters Score -5.805072e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 6893 members 
Mstep: Class 4 contains 184949 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 95515 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 182989 members 
Mstep: Class 12 contains 21954 members 
Mstep: Class 13 contains 159870 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 29940 members 
Mstep: Class 17 contains 77894 members 
Mstep: Class 18 contains 139893 members 
Mstep: Class 19 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58051752.000000 Penalty: 11328.438477
Iteration 28Q: 19 clusters Score -5.805175e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 4 contains 187267 members 
Mstep: Class 5 contains 7603 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 96165 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 181594 members 
Mstep: Class 12 contains 20459 members 
Mstep: Class 13 contains 159343 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 29534 members 
Mstep: Class 17 contains 77911 members 
Mstep: Class 18 contains 138226 members 
Mstep: Class 19 contains 3688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58052172.000000 Penalty: 11328.438477
Iteration 29Q: 19 clusters Score -5.805217e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 4 contains 189323 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 97432 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 180381 members 
Mstep: Class 12 contains 18632 members 
Mstep: Class 13 contains 158755 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 29114 members 
Mstep: Class 17 contains 77918 members 
Mstep: Class 18 contains 136567 members 
Mstep: Class 19 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58052900.000000 Penalty: 11328.438477
Iteration 30Q: 19 clusters Score -5.80529e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 4 contains 191056 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 99063 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 179352 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 158209 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 28630 members 
Mstep: Class 17 contains 77923 members 
Mstep: Class 18 contains 135016 members 
Mstep: Class 19 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58053180.000000 Penalty: 11328.438477
Iteration 31Q: 19 clusters Score -5.805318e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 4 contains 192274 members 
Mstep: Class 5 contains 7429 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 101062 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 178294 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 157734 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 28149 members 
Mstep: Class 17 contains 77926 members 
Mstep: Class 18 contains 133691 members 
Mstep: Class 19 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58054200.000000 Penalty: 11328.438477
Iteration 32Q: 19 clusters Score -5.80542e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 4 contains 193238 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 8344 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 103228 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 177181 members 
Mstep: Class 12 contains 12120 members 
Mstep: Class 13 contains 157289 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 27655 members 
Mstep: Class 17 contains 77928 members 
Mstep: Class 18 contains 132470 members 
Mstep: Class 19 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58054528.000000 Penalty: 11328.438477
Iteration 33Q: 19 clusters Score -5.805453e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 11501 members 
Mstep: Class 4 contains 193963 members 
Mstep: Class 5 contains 7331 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 105220 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 176087 members 
Mstep: Class 12 contains 10001 members 
Mstep: Class 13 contains 156813 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 27155 members 
Mstep: Class 17 contains 77935 members 
Mstep: Class 18 contains 131487 members 
Mstep: Class 19 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58055108.000000 Penalty: 11328.438477
Iteration 34Q: 19 clusters Score -5.805511e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 4 contains 194385 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 107169 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 175032 members 
Mstep: Class 12 contains 8083 members 
Mstep: Class 13 contains 156359 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 26663 members 
Mstep: Class 17 contains 77937 members 
Mstep: Class 18 contains 130711 members 
Mstep: Class 19 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58053816.000000 Penalty: 11328.438477
Iteration 35Q: 19 clusters Score -5.805382e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 13055 members 
Mstep: Class 4 contains 194552 members 
Mstep: Class 5 contains 7206 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 108647 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 173775 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 155936 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 77943 members 
Mstep: Class 18 contains 130375 members 
Mstep: Class 19 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58056208.000000 Penalty: 11328.438477
Iteration 36Q: 19 clusters Score -5.805621e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 4 contains 194329 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 109824 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 172412 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 155549 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 25505 members 
Mstep: Class 17 contains 77947 members 
Mstep: Class 18 contains 130348 members 
Mstep: Class 19 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58056852.000000 Penalty: 11328.438477
Iteration 37Q: 19 clusters Score -5.805685e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 14495 members 
Mstep: Class 4 contains 193842 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 1082 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 110678 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 171043 members 
Mstep: Class 12 contains 4373 members 
Mstep: Class 13 contains 155182 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 24883 members 
Mstep: Class 17 contains 77955 members 
Mstep: Class 18 contains 130558 members 
Mstep: Class 19 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58057128.000000 Penalty: 11328.438477
Iteration 38Q: 19 clusters Score -5.805713e+07 nChanged 8316
Entering ConstructFrom: 
Score: -58057128.000000 Penalty: 11328.438477
Entering ConstructFrom: 
Trying to split cluster 1 (98735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Entering Unmasked Estep 
Score: -5964935.500000 Penalty: 523.258850
	Iteration 0F: 2 clusters Score -5964936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5898060.000000 Penalty: 1046.517700
	Iteration 0F: 3 clusters Score -5898060 nChanged 48537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -5931585.000000 Penalty: 1046.517700
	Iteration 1F: 3 clusters Score -5931585 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -5937159.000000 Penalty: 1046.517700
	Iteration 2F: 3 clusters Score -5937159 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -5944618.500000 Penalty: 1046.517700
	Iteration 3F: 3 clusters Score -5944618 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -5952529.000000 Penalty: 1046.517700
	Iteration 4F: 3 clusters Score -5952529 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -5959252.000000 Penalty: 1046.517700
	Iteration 5F: 3 clusters Score -5959252 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -5962653.000000 Penalty: 1046.517700
	Iteration 6Q: 3 clusters Score -5962653 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -5963641.500000 Penalty: 1046.517700
	Iteration 7Q: 3 clusters Score -5963642 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -5964029.500000 Penalty: 1046.517700
	Iteration 8Q: 3 clusters Score -5964030 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -5964250.000000 Penalty: 1046.517700
	Iteration 9Q: 3 clusters Score -5964250 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -5964380.000000 Penalty: 1046.517700
	Iteration 10Q: 3 clusters Score -5964380 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -5964500.500000 Penalty: 1046.517700
	Iteration 11Q: 3 clusters Score -5964500 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -5964590.500000 Penalty: 1046.517700
	Iteration 12Q: 3 clusters Score -5964590 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -5964643.000000 Penalty: 1046.517700
	Iteration 13Q: 3 clusters Score -5964643 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -5964712.000000 Penalty: 1046.517700
	Iteration 14Q: 3 clusters Score -5964712 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -5964779.500000 Penalty: 1046.517700
	Iteration 15Q: 3 clusters Score -5964780 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -5964826.000000 Penalty: 1046.517700
	Iteration 16Q: 3 clusters Score -5964826 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -5964867.000000 Penalty: 1046.517700
	Iteration 17Q: 3 clusters Score -5964867 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -5964932.000000 Penalty: 1046.517700
	Iteration 18Q: 3 clusters Score -5964932 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -5965001.000000 Penalty: 1046.517700
	Iteration 19Q: 3 clusters Score -5965001 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -5965021.000000 Penalty: 1046.517700
	Iteration 20F: 3 clusters Score -5965021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -5965057.500000 Penalty: 1046.517700
	Iteration 21Q: 3 clusters Score -5965058 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -5965108.000000 Penalty: 1046.517700
	Iteration 22Q: 3 clusters Score -5965108 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -5965156.500000 Penalty: 1046.517700
	Iteration 23Q: 3 clusters Score -5965156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -5965168.500000 Penalty: 1046.517700
	Iteration 24Q: 3 clusters Score -5965168 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -5965231.500000 Penalty: 1046.517700
	Iteration 25Q: 3 clusters Score -5965232 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -5965300.000000 Penalty: 1046.517700
	Iteration 26Q: 3 clusters Score -5965300 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -5965365.000000 Penalty: 1046.517700
	Iteration 27Q: 3 clusters Score -5965365 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -5965440.500000 Penalty: 1046.517700
	Iteration 28Q: 3 clusters Score -5965440 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -5965505.000000 Penalty: 1046.517700
	Iteration 29Q: 3 clusters Score -5965505 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -5965565.500000 Penalty: 1046.517700
	Iteration 30Q: 3 clusters Score -5965566 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -5965625.000000 Penalty: 1046.517700
	Iteration 31Q: 3 clusters Score -5965625 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -5965689.000000 Penalty: 1046.517700
	Iteration 32Q: 3 clusters Score -5965689 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -5965725.500000 Penalty: 1046.517700
	Iteration 33Q: 3 clusters Score -5965726 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -5965760.000000 Penalty: 1046.517700
	Iteration 34Q: 3 clusters Score -5965760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -5965812.000000 Penalty: 1046.517700
	Iteration 35Q: 3 clusters Score -5965812 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -5965883.000000 Penalty: 1046.517700
	Iteration 36Q: 3 clusters Score -5965883 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -5965934.000000 Penalty: 1046.517700
	Iteration 37Q: 3 clusters Score -5965934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -5965987.000000 Penalty: 1046.517700
	Iteration 38Q: 3 clusters Score -5965987 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -5966030.500000 Penalty: 1046.517700
	Iteration 39Q: 3 clusters Score -5966030 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -5966054.000000 Penalty: 1046.517700
	Iteration 40F: 3 clusters Score -5966054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -5966080.000000 Penalty: 1046.517700
	Iteration 41Q: 3 clusters Score -5966080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -5966121.000000 Penalty: 1046.517700
	Iteration 42Q: 3 clusters Score -5966121 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -5966134.000000 Penalty: 1046.517700
	Iteration 43Q: 3 clusters Score -5966134 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -5966150.000000 Penalty: 1046.517700
	Iteration 44Q: 3 clusters Score -5966150 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5966190.000000 Penalty: 1046.517700
	Iteration 45Q: 3 clusters Score -5966190 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -5966240.500000 Penalty: 1046.517700
	Iteration 46Q: 3 clusters Score -5966240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -5966281.000000 Penalty: 1046.517700
	Iteration 47Q: 3 clusters Score -5966281 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -5966319.000000 Penalty: 1046.517700
	Iteration 48Q: 3 clusters Score -5966319 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -5966325.000000 Penalty: 1046.517700
	Iteration 49Q: 3 clusters Score -5966325 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -5966352.500000 Penalty: 1046.517700
	Iteration 50Q: 3 clusters Score -5966352 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -5966373.500000 Penalty: 1046.517700
	Iteration 51Q: 3 clusters Score -5966374 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -5966363.000000 Penalty: 1046.517700
	Iteration 52Q: 3 clusters Score -5966363 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -5966359.000000 Penalty: 1046.517700
	Iteration 53Q: 3 clusters Score -5966359 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -5966405.500000 Penalty: 1046.517700
	Iteration 54Q: 3 clusters Score -5966406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -5966407.000000 Penalty: 1046.517700
	Iteration 55Q: 3 clusters Score -5966407 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -5966414.500000 Penalty: 1046.517700
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 88480 members 
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Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 88634 members 
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Mstep: Class 1 contains 9968 members 
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Mstep: Class 1 contains 9829 members 
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Mstep: Class 1 contains 9690 members 
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Mstep: Class 1 contains 9550 members 
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Mstep: Class 1 contains 8614 members 
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	Iteration 80F: 3 clusters Score -5966604 nChanged 37
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Mstep: Class 1 contains 8210 members 
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Mstep: Class 1 contains 7770 members 
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Mstep: Class 1 contains 7756 members 
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Mstep: Class 1 contains 7692 members 
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Mstep: Class 1 contains 7677 members 
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Mstep: Class 1 contains 7606 members 
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	Iteration 108Q: 3 clusters Score -5966603 nChanged 23
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	Iteration 112Q: 3 clusters Score -5966621 nChanged 20
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	Iteration 115Q: 3 clusters Score -5966630 nChanged 22
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	Iteration 118Q: 3 clusters Score -5966623 nChanged 16
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	Iteration 119Q: 3 clusters Score -5966622 nChanged 16
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	Iteration 120F: 3 clusters Score -5966628 nChanged 16
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	Iteration 123Q: 3 clusters Score -5966626 nChanged 14
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	Iteration 124Q: 3 clusters Score -5966631 nChanged 17
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	Iteration 125Q: 3 clusters Score -5966632 nChanged 20
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	Iteration 126Q: 3 clusters Score -5966638 nChanged 22
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	Iteration 127Q: 3 clusters Score -5966638 nChanged 25
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	Iteration 128Q: 3 clusters Score -5966638 nChanged 30
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	Iteration 129Q: 3 clusters Score -5966652 nChanged 28
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	Iteration 130Q: 3 clusters Score -5966648 nChanged 27
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	Iteration 132Q: 3 clusters Score -5966644 nChanged 22
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	Iteration 134Q: 3 clusters Score -5966652 nChanged 19
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	Iteration 135Q: 3 clusters Score -5966659 nChanged 11
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	Iteration 140F: 3 clusters Score -5966652 nChanged 19
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	Iteration 142Q: 3 clusters Score -5966662 nChanged 10
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	Iteration 143Q: 3 clusters Score -5966656 nChanged 8
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	Iteration 145Q: 3 clusters Score -5966659 nChanged 2
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	Iteration 146Q: 3 clusters Score -5966656 nChanged 4
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	Iteration 148Q: 3 clusters Score -5966658 nChanged 2
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	Iteration 149Q: 3 clusters Score -5966656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -5966660.000000 Penalty: 1046.517700
	Iteration 150Q: 3 clusters Score -5966660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -5966662.000000 Penalty: 1046.517700
	Iteration 151Q: 3 clusters Score -5966662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -5966663.500000 Penalty: 1046.517700
	Iteration 152Q: 3 clusters Score -5966664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -5966663.000000 Penalty: 1046.517700
	Iteration 153Q: 3 clusters Score -5966663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -5966656.500000 Penalty: 1046.517700
	Iteration 154Q: 3 clusters Score -5966656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -5966652.500000 Penalty: 1046.517700
	Iteration 155Q: 3 clusters Score -5966652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -5966650.500000 Penalty: 1046.517700
	Iteration 156Q: 3 clusters Score -5966650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -5966658.500000 Penalty: 1046.517700
	Iteration 157Q: 3 clusters Score -5966658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -5966656.000000 Penalty: 1046.517700
	Iteration 158Q: 3 clusters Score -5966656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -5966652.000000 Penalty: 1046.517700
	Iteration 159Q: 3 clusters Score -5966652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -5966651.500000 Penalty: 1046.517700
	Iteration 160F: 3 clusters Score -5966652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 193188 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 111289 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Entering Unmasked Estep 
Score: -58057716.000000 Penalty: 11957.795898
Splitting cluster 1 changes total score from -58057128.000000 to -58057716.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (15116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Entering Unmasked Estep 
Score: -948460.687500 Penalty: 437.869690
	Iteration 0F: 2 clusters Score -948460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -938409.437500 Penalty: 875.739380
	Iteration 0F: 3 clusters Score -938409.4 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -942369.312500 Penalty: 875.739380
	Iteration 1F: 3 clusters Score -942369.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -942519.500000 Penalty: 875.739380
	Iteration 2Q: 3 clusters Score -942519.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -942716.750000 Penalty: 875.739380
	Iteration 3Q: 3 clusters Score -942716.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -943000.687500 Penalty: 875.739380
	Iteration 4Q: 3 clusters Score -943000.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -943454.750000 Penalty: 875.739380
	Iteration 5Q: 3 clusters Score -943454.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -944168.562500 Penalty: 875.739380
	Iteration 6F: 3 clusters Score -944168.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -945094.437500 Penalty: 875.739380
	Iteration 7F: 3 clusters Score -945094.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -946016.875000 Penalty: 875.739380
	Iteration 8F: 3 clusters Score -946016.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -946675.000000 Penalty: 875.739380
	Iteration 9Q: 3 clusters Score -946675 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -947088.812500 Penalty: 875.739380
	Iteration 10Q: 3 clusters Score -947088.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -947353.187500 Penalty: 875.739380
	Iteration 11Q: 3 clusters Score -947353.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -947506.750000 Penalty: 875.739380
	Iteration 12Q: 3 clusters Score -947506.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -947621.000000 Penalty: 875.739380
	Iteration 13Q: 3 clusters Score -947621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -947703.562500 Penalty: 875.739380
	Iteration 14Q: 3 clusters Score -947703.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -947783.000000 Penalty: 875.739380
	Iteration 15Q: 3 clusters Score -947783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -947838.250000 Penalty: 875.739380
	Iteration 16Q: 3 clusters Score -947838.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -947872.750000 Penalty: 875.739380
	Iteration 17Q: 3 clusters Score -947872.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -947903.937500 Penalty: 875.739380
	Iteration 18Q: 3 clusters Score -947903.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -947923.750000 Penalty: 875.739380
	Iteration 19Q: 3 clusters Score -947923.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -947939.375000 Penalty: 875.739380
	Iteration 20F: 3 clusters Score -947939.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -947953.562500 Penalty: 875.739380
	Iteration 21Q: 3 clusters Score -947953.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -947967.125000 Penalty: 875.739380
	Iteration 22Q: 3 clusters Score -947967.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -947979.250000 Penalty: 875.739380
	Iteration 23Q: 3 clusters Score -947979.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -947995.937500 Penalty: 875.739380
	Iteration 24Q: 3 clusters Score -947995.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -948012.875000 Penalty: 875.739380
	Iteration 25Q: 3 clusters Score -948012.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -948026.500000 Penalty: 875.739380
	Iteration 26Q: 3 clusters Score -948026.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -948041.062500 Penalty: 875.739380
	Iteration 27Q: 3 clusters Score -948041.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -948051.062500 Penalty: 875.739380
	Iteration 28Q: 3 clusters Score -948051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -948058.000000 Penalty: 875.739380
	Iteration 29Q: 3 clusters Score -948058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -948065.125000 Penalty: 875.739380
	Iteration 30Q: 3 clusters Score -948065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -948073.062500 Penalty: 875.739380
	Iteration 31Q: 3 clusters Score -948073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -948077.187500 Penalty: 875.739380
	Iteration 32Q: 3 clusters Score -948077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -948082.812500 Penalty: 875.739380
	Iteration 33Q: 3 clusters Score -948082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -948091.312500 Penalty: 875.739380
	Iteration 34Q: 3 clusters Score -948091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -948095.937500 Penalty: 875.739380
	Iteration 35Q: 3 clusters Score -948095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -948098.125000 Penalty: 875.739380
	Iteration 36Q: 3 clusters Score -948098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -948099.062500 Penalty: 875.739380
	Iteration 37Q: 3 clusters Score -948099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -948100.437500 Penalty: 875.739380
	Iteration 38Q: 3 clusters Score -948100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -948101.750000 Penalty: 875.739380
	Iteration 39Q: 3 clusters Score -948101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -948104.125000 Penalty: 875.739380
	Iteration 40F: 3 clusters Score -948104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -948103.812500 Penalty: 875.739380
	Iteration 41Q: 3 clusters Score -948103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -948104.937500 Penalty: 875.739380
	Iteration 42Q: 3 clusters Score -948104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -948105.562500 Penalty: 875.739380
	Iteration 43Q: 3 clusters Score -948105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -948104.687500 Penalty: 875.739380
	Iteration 44Q: 3 clusters Score -948104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -948105.062500 Penalty: 875.739380
	Iteration 45Q: 3 clusters Score -948105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -948105.875000 Penalty: 875.739380
	Iteration 46Q: 3 clusters Score -948105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -948105.250000 Penalty: 875.739380
	Iteration 47Q: 3 clusters Score -948105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -948107.062500 Penalty: 875.739380
	Iteration 48Q: 3 clusters Score -948107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -948107.750000 Penalty: 875.739380
	Iteration 49Q: 3 clusters Score -948107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -948107.750000 Penalty: 875.739380
	Iteration 50Q: 3 clusters Score -948107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -948107.750000 Penalty: 875.739380
	Iteration 51F: 3 clusters Score -948107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (193188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Entering Unmasked Estep 
Score: -11514211.000000 Penalty: 553.799561
	Iteration 0F: 2 clusters Score -1.151421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -11396056.000000 Penalty: 1107.599121
	Iteration 0F: 3 clusters Score -1.139606e+07 nChanged 95190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -11457907.000000 Penalty: 1107.599121
	Iteration 1F: 3 clusters Score -1.145791e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -11463041.000000 Penalty: 1107.599121
	Iteration 2F: 3 clusters Score -1.146304e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 130855 members 
Entering Unmasked Estep 
Score: -11470058.000000 Penalty: 1107.599121
	Iteration 3F: 3 clusters Score -1.147006e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -11479060.000000 Penalty: 1107.599121
	Iteration 4F: 3 clusters Score -1.147906e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -11489001.000000 Penalty: 1107.599121
	Iteration 5F: 3 clusters Score -1.1489e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -11497078.000000 Penalty: 1107.599121
	Iteration 6Q: 3 clusters Score -1.149708e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -11501356.000000 Penalty: 1107.599121
	Iteration 7Q: 3 clusters Score -1.150136e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 166312 members 
Entering Unmasked Estep 
Score: -11502966.000000 Penalty: 1107.599121
	Iteration 8Q: 3 clusters Score -1.150297e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 167786 members 
Entering Unmasked Estep 
Score: -11503783.000000 Penalty: 1107.599121
	Iteration 9Q: 3 clusters Score -1.150378e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -11504469.000000 Penalty: 1107.599121
	Iteration 10Q: 3 clusters Score -1.150447e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -11505057.000000 Penalty: 1107.599121
	Iteration 11Q: 3 clusters Score -1.150506e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -11505767.000000 Penalty: 1107.599121
	Iteration 12Q: 3 clusters Score -1.150577e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -11506258.000000 Penalty: 1107.599121
	Iteration 13Q: 3 clusters Score -1.150626e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 173371 members 
Entering Unmasked Estep 
Score: -11506770.000000 Penalty: 1107.599121
	Iteration 14Q: 3 clusters Score -1.150677e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -11507411.000000 Penalty: 1107.599121
	Iteration 15Q: 3 clusters Score -1.150741e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -11508157.000000 Penalty: 1107.599121
	Iteration 16Q: 3 clusters Score -1.150816e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 175987 members 
Entering Unmasked Estep 
Score: -11508818.000000 Penalty: 1107.599121
	Iteration 17Q: 3 clusters Score -1.150882e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 176884 members 
Entering Unmasked Estep 
Score: -11509424.000000 Penalty: 1107.599121
	Iteration 18Q: 3 clusters Score -1.150942e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 177776 members 
Entering Unmasked Estep 
Score: -11510167.000000 Penalty: 1107.599121
	Iteration 19Q: 3 clusters Score -1.151017e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -11510717.000000 Penalty: 1107.599121
	Iteration 20F: 3 clusters Score -1.151072e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 179536 members 
Entering Unmasked Estep 
Score: -11511235.000000 Penalty: 1107.599121
	Iteration 21Q: 3 clusters Score -1.151124e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -11511708.000000 Penalty: 1107.599121
	Iteration 22Q: 3 clusters Score -1.151171e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 181274 members 
Entering Unmasked Estep 
Score: -11512090.000000 Penalty: 1107.599121
	Iteration 23Q: 3 clusters Score -1.151209e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 182152 members 
Entering Unmasked Estep 
Score: -11512501.000000 Penalty: 1107.599121
	Iteration 24Q: 3 clusters Score -1.15125e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 183052 members 
Entering Unmasked Estep 
Score: -11512794.000000 Penalty: 1107.599121
	Iteration 25Q: 3 clusters Score -1.151279e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -11512967.000000 Penalty: 1107.599121
	Iteration 26Q: 3 clusters Score -1.151297e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -11513196.000000 Penalty: 1107.599121
	Iteration 27Q: 3 clusters Score -1.15132e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 185365 members 
Entering Unmasked Estep 
Score: -11513406.000000 Penalty: 1107.599121
	Iteration 28Q: 3 clusters Score -1.151341e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 186019 members 
Entering Unmasked Estep 
Score: -11513506.000000 Penalty: 1107.599121
	Iteration 29Q: 3 clusters Score -1.151351e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 186621 members 
Entering Unmasked Estep 
Score: -11513614.000000 Penalty: 1107.599121
	Iteration 30Q: 3 clusters Score -1.151361e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 187189 members 
Entering Unmasked Estep 
Score: -11513685.000000 Penalty: 1107.599121
	Iteration 31Q: 3 clusters Score -1.151368e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 187704 members 
Entering Unmasked Estep 
Score: -11513833.000000 Penalty: 1107.599121
	Iteration 32Q: 3 clusters Score -1.151383e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -11513986.000000 Penalty: 1107.599121
	Iteration 33Q: 3 clusters Score -1.151399e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 188613 members 
Entering Unmasked Estep 
Score: -11514096.000000 Penalty: 1107.599121
	Iteration 34Q: 3 clusters Score -1.15141e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 189003 members 
Entering Unmasked Estep 
Score: -11514234.000000 Penalty: 1107.599121
	Iteration 35Q: 3 clusters Score -1.151423e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -11514337.000000 Penalty: 1107.599121
	Iteration 36Q: 3 clusters Score -1.151434e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 189529 members 
Entering Unmasked Estep 
Score: -11514388.000000 Penalty: 1107.599121
	Iteration 37Q: 3 clusters Score -1.151439e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 189706 members 
Entering Unmasked Estep 
Score: -11514436.000000 Penalty: 1107.599121
	Iteration 38Q: 3 clusters Score -1.151444e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -11514484.000000 Penalty: 1107.599121
	Iteration 39Q: 3 clusters Score -1.151448e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -11514503.000000 Penalty: 1107.599121
	Iteration 40F: 3 clusters Score -1.15145e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -11514565.000000 Penalty: 1107.599121
	Iteration 41Q: 3 clusters Score -1.151456e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -11514573.000000 Penalty: 1107.599121
	Iteration 42Q: 3 clusters Score -1.151457e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -11514607.000000 Penalty: 1107.599121
	Iteration 43Q: 3 clusters Score -1.151461e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -11514622.000000 Penalty: 1107.599121
	Iteration 44Q: 3 clusters Score -1.151462e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -11514645.000000 Penalty: 1107.599121
	Iteration 45Q: 3 clusters Score -1.151464e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -11514643.000000 Penalty: 1107.599121
	Iteration 46Q: 3 clusters Score -1.151464e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -11514656.000000 Penalty: 1107.599121
	Iteration 47Q: 3 clusters Score -1.151466e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 190320 members 
Entering Unmasked Estep 
Score: -11514664.000000 Penalty: 1107.599121
	Iteration 48Q: 3 clusters Score -1.151466e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 190320 members 
Entering Unmasked Estep 
Score: -11514638.000000 Penalty: 1107.599121
	Iteration 49Q: 3 clusters Score -1.151464e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 190329 members 
Entering Unmasked Estep 
Score: -11514632.000000 Penalty: 1107.599121
	Iteration 50Q: 3 clusters Score -1.151463e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 190330 members 
Entering Unmasked Estep 
Score: -11514642.000000 Penalty: 1107.599121
	Iteration 51Q: 3 clusters Score -1.151464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 190319 members 
Entering Unmasked Estep 
Score: -11514639.000000 Penalty: 1107.599121
	Iteration 52Q: 3 clusters Score -1.151464e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -11514634.000000 Penalty: 1107.599121
	Iteration 53Q: 3 clusters Score -1.151463e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -11514650.000000 Penalty: 1107.599121
	Iteration 54Q: 3 clusters Score -1.151465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -11514664.000000 Penalty: 1107.599121
	Iteration 55Q: 3 clusters Score -1.151466e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 190285 members 
Entering Unmasked Estep 
Score: -11514676.000000 Penalty: 1107.599121
	Iteration 56Q: 3 clusters Score -1.151468e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -11514691.000000 Penalty: 1107.599121
	Iteration 57Q: 3 clusters Score -1.151469e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -11514696.000000 Penalty: 1107.599121
	Iteration 58Q: 3 clusters Score -1.15147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -11514709.000000 Penalty: 1107.599121
	Iteration 59Q: 3 clusters Score -1.151471e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 190268 members 
Entering Unmasked Estep 
Score: -11514702.000000 Penalty: 1107.599121
	Iteration 60F: 3 clusters Score -1.15147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -11514708.000000 Penalty: 1107.599121
	Iteration 61Q: 3 clusters Score -1.151471e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 190221 members 
Entering Unmasked Estep 
Score: -11514696.000000 Penalty: 1107.599121
	Iteration 62Q: 3 clusters Score -1.15147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 190201 members 
Entering Unmasked Estep 
Score: -11514697.000000 Penalty: 1107.599121
	Iteration 63Q: 3 clusters Score -1.15147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 190184 members 
Entering Unmasked Estep 
Score: -11514683.000000 Penalty: 1107.599121
	Iteration 64Q: 3 clusters Score -1.151468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 190173 members 
Entering Unmasked Estep 
Score: -11514692.000000 Penalty: 1107.599121
	Iteration 65Q: 3 clusters Score -1.151469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 190168 members 
Entering Unmasked Estep 
Score: -11514698.000000 Penalty: 1107.599121
	Iteration 66Q: 3 clusters Score -1.15147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 190162 members 
Entering Unmasked Estep 
Score: -11514710.000000 Penalty: 1107.599121
	Iteration 67Q: 3 clusters Score -1.151471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 190160 members 
Entering Unmasked Estep 
Score: -11514723.000000 Penalty: 1107.599121
	Iteration 68Q: 3 clusters Score -1.151472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 190144 members 
Entering Unmasked Estep 
Score: -11514734.000000 Penalty: 1107.599121
	Iteration 69Q: 3 clusters Score -1.151473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 190143 members 
Entering Unmasked Estep 
Score: -11514725.000000 Penalty: 1107.599121
	Iteration 70Q: 3 clusters Score -1.151472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -11514732.000000 Penalty: 1107.599121
	Iteration 71Q: 3 clusters Score -1.151473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -11514734.000000 Penalty: 1107.599121
	Iteration 72Q: 3 clusters Score -1.151473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -11514734.000000 Penalty: 1107.599121
	Iteration 73Q: 3 clusters Score -1.151473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 190121 members 
Entering Unmasked Estep 
Score: -11514736.000000 Penalty: 1107.599121
	Iteration 74Q: 3 clusters Score -1.151474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 190120 members 
Entering Unmasked Estep 
Score: -11514740.000000 Penalty: 1107.599121
	Iteration 75Q: 3 clusters Score -1.151474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 190121 members 
Entering Unmasked Estep 
Score: -11514751.000000 Penalty: 1107.599121
	Iteration 76Q: 3 clusters Score -1.151475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 190127 members 
Entering Unmasked Estep 
Score: -11514753.000000 Penalty: 1107.599121
	Iteration 77Q: 3 clusters Score -1.151475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 190130 members 
Entering Unmasked Estep 
Score: -11514758.000000 Penalty: 1107.599121
	Iteration 78Q: 3 clusters Score -1.151476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -11514763.000000 Penalty: 1107.599121
	Iteration 79Q: 3 clusters Score -1.151476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 190139 members 
Entering Unmasked Estep 
Score: -11514759.000000 Penalty: 1107.599121
	Iteration 80F: 3 clusters Score -1.151476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 190137 members 
Entering Unmasked Estep 
Score: -11514766.000000 Penalty: 1107.599121
	Iteration 81Q: 3 clusters Score -1.151477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -11514766.000000 Penalty: 1107.599121
	Iteration 82Q: 3 clusters Score -1.151477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -11514761.000000 Penalty: 1107.599121
	Iteration 83Q: 3 clusters Score -1.151476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -11514767.000000 Penalty: 1107.599121
	Iteration 84Q: 3 clusters Score -1.151477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -11514765.000000 Penalty: 1107.599121
	Iteration 85Q: 3 clusters Score -1.151476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -11514774.000000 Penalty: 1107.599121
	Iteration 86Q: 3 clusters Score -1.151477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -11514775.000000 Penalty: 1107.599121
	Iteration 87Q: 3 clusters Score -1.151478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 190137 members 
Entering Unmasked Estep 
Score: -11514778.000000 Penalty: 1107.599121
	Iteration 88Q: 3 clusters Score -1.151478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -11514773.000000 Penalty: 1107.599121
	Iteration 89Q: 3 clusters Score -1.151477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -11514787.000000 Penalty: 1107.599121
	Iteration 90Q: 3 clusters Score -1.151479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -11514789.000000 Penalty: 1107.599121
	Iteration 91Q: 3 clusters Score -1.151479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 190133 members 
Entering Unmasked Estep 
Score: -11514782.000000 Penalty: 1107.599121
	Iteration 92Q: 3 clusters Score -1.151478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -11514782.000000 Penalty: 1107.599121
	Iteration 93Q: 3 clusters Score -1.151478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -11514785.000000 Penalty: 1107.599121
	Iteration 94Q: 3 clusters Score -1.151478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -11514780.000000 Penalty: 1107.599121
	Iteration 95Q: 3 clusters Score -1.151478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -11514780.000000 Penalty: 1107.599121
	Iteration 96F: 3 clusters Score -1.151478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 111289 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Entering Unmasked Estep 
Score: -58058188.000000 Penalty: 12587.153320
Splitting cluster 4 changes total score from -58057128.000000 to -58058188.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -366584.968750 Penalty: 403.126892
	Iteration 0F: 2 clusters Score -366585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -361898.843750 Penalty: 806.253784
	Iteration 0F: 3 clusters Score -361898.8 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -364176.500000 Penalty: 806.253784
	Iteration 1F: 3 clusters Score -364176.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -364527.843750 Penalty: 806.253784
	Iteration 2F: 3 clusters Score -364527.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -364847.187500 Penalty: 806.253784
	Iteration 3F: 3 clusters Score -364847.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -365145.281250 Penalty: 806.253784
	Iteration 4F: 3 clusters Score -365145.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -365442.437500 Penalty: 806.253784
	Iteration 5F: 3 clusters Score -365442.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -365704.437500 Penalty: 806.253784
	Iteration 6F: 3 clusters Score -365704.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -365956.250000 Penalty: 806.253784
	Iteration 7Q: 3 clusters Score -365956.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -366153.187500 Penalty: 806.253784
	Iteration 8Q: 3 clusters Score -366153.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -366340.875000 Penalty: 806.253784
	Iteration 9Q: 3 clusters Score -366340.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -366522.718750 Penalty: 806.253784
	Iteration 10Q: 3 clusters Score -366522.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -366659.656250 Penalty: 806.253784
	Iteration 11Q: 3 clusters Score -366659.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -366742.031250 Penalty: 806.253784
	Iteration 12Q: 3 clusters Score -366742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -366795.562500 Penalty: 806.253784
	Iteration 13Q: 3 clusters Score -366795.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -366846.718750 Penalty: 806.253784
	Iteration 14Q: 3 clusters Score -366846.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -366906.125000 Penalty: 806.253784
	Iteration 15Q: 3 clusters Score -366906.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -366968.937500 Penalty: 806.253784
	Iteration 16Q: 3 clusters Score -366968.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -367023.125000 Penalty: 806.253784
	Iteration 17Q: 3 clusters Score -367023.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -367064.375000 Penalty: 806.253784
	Iteration 18Q: 3 clusters Score -367064.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -367091.250000 Penalty: 806.253784
	Iteration 19Q: 3 clusters Score -367091.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -367117.937500 Penalty: 806.253784
	Iteration 20F: 3 clusters Score -367117.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -367152.593750 Penalty: 806.253784
	Iteration 21Q: 3 clusters Score -367152.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -367181.125000 Penalty: 806.253784
	Iteration 22Q: 3 clusters Score -367181.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367195.343750 Penalty: 806.253784
	Iteration 23Q: 3 clusters Score -367195.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367203.625000 Penalty: 806.253784
	Iteration 24Q: 3 clusters Score -367203.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -367208.562500 Penalty: 806.253784
	Iteration 25Q: 3 clusters Score -367208.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -367213.625000 Penalty: 806.253784
	Iteration 26Q: 3 clusters Score -367213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -367217.343750 Penalty: 806.253784
	Iteration 27Q: 3 clusters Score -367217.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -367218.875000 Penalty: 806.253784
	Iteration 28Q: 3 clusters Score -367218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -367219.406250 Penalty: 806.253784
	Iteration 29Q: 3 clusters Score -367219.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -367220.812500 Penalty: 806.253784
	Iteration 30Q: 3 clusters Score -367220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -367221.031250 Penalty: 806.253784
	Iteration 31Q: 3 clusters Score -367221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -367220.437500 Penalty: 806.253784
	Iteration 32Q: 3 clusters Score -367220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -367222.531250 Penalty: 806.253784
	Iteration 33Q: 3 clusters Score -367222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -367223.187500 Penalty: 806.253784
	Iteration 34Q: 3 clusters Score -367223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -367223.625000 Penalty: 806.253784
	Iteration 35Q: 3 clusters Score -367223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -367223.500000 Penalty: 806.253784
	Iteration 36Q: 3 clusters Score -367223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -367223.218750 Penalty: 806.253784
	Iteration 37Q: 3 clusters Score -367223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -367223.218750 Penalty: 806.253784
	Iteration 38F: 3 clusters Score -367223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 111289 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Entering Unmasked Estep 
Score: -58058704.000000 Penalty: 13216.511719
Splitting cluster 5 changes total score from -58057128.000000 to -58058704.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -500300.406250 Penalty: 410.493713
	Iteration 0F: 2 clusters Score -500300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -494797.000000 Penalty: 820.987427
	Iteration 0F: 3 clusters Score -494797 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -496790.125000 Penalty: 820.987427
	Iteration 1F: 3 clusters Score -496790.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -496973.937500 Penalty: 820.987427
	Iteration 2F: 3 clusters Score -496973.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -497167.531250 Penalty: 820.987427
	Iteration 3F: 3 clusters Score -497167.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -497381.281250 Penalty: 820.987427
	Iteration 4F: 3 clusters Score -497381.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -497671.906250 Penalty: 820.987427
	Iteration 5F: 3 clusters Score -497671.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -498073.812500 Penalty: 820.987427
	Iteration 6F: 3 clusters Score -498073.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -498499.812500 Penalty: 820.987427
	Iteration 7F: 3 clusters Score -498499.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -498795.687500 Penalty: 820.987427
	Iteration 8F: 3 clusters Score -498795.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -498960.343750 Penalty: 820.987427
	Iteration 9Q: 3 clusters Score -498960.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -499057.500000 Penalty: 820.987427
	Iteration 10Q: 3 clusters Score -499057.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -499140.218750 Penalty: 820.987427
	Iteration 11Q: 3 clusters Score -499140.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -499204.812500 Penalty: 820.987427
	Iteration 12Q: 3 clusters Score -499204.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -499268.968750 Penalty: 820.987427
	Iteration 13Q: 3 clusters Score -499269 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -499331.093750 Penalty: 820.987427
	Iteration 14Q: 3 clusters Score -499331.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -499389.781250 Penalty: 820.987427
	Iteration 15Q: 3 clusters Score -499389.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -499450.843750 Penalty: 820.987427
	Iteration 16Q: 3 clusters Score -499450.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -499510.125000 Penalty: 820.987427
	Iteration 17Q: 3 clusters Score -499510.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -499570.062500 Penalty: 820.987427
	Iteration 18Q: 3 clusters Score -499570.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -499623.750000 Penalty: 820.987427
	Iteration 19Q: 3 clusters Score -499623.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -499660.593750 Penalty: 820.987427
	Iteration 20F: 3 clusters Score -499660.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -499682.468750 Penalty: 820.987427
	Iteration 21Q: 3 clusters Score -499682.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -499698.218750 Penalty: 820.987427
	Iteration 22Q: 3 clusters Score -499698.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -499713.218750 Penalty: 820.987427
	Iteration 23Q: 3 clusters Score -499713.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -499731.000000 Penalty: 820.987427
	Iteration 24Q: 3 clusters Score -499731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -499754.781250 Penalty: 820.987427
	Iteration 25Q: 3 clusters Score -499754.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -499782.968750 Penalty: 820.987427
	Iteration 26Q: 3 clusters Score -499783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -499814.375000 Penalty: 820.987427
	Iteration 27Q: 3 clusters Score -499814.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -499839.812500 Penalty: 820.987427
	Iteration 28Q: 3 clusters Score -499839.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -499862.593750 Penalty: 820.987427
	Iteration 29Q: 3 clusters Score -499862.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -499882.218750 Penalty: 820.987427
	Iteration 30Q: 3 clusters Score -499882.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -499894.000000 Penalty: 820.987427
	Iteration 31Q: 3 clusters Score -499894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -499899.406250 Penalty: 820.987427
	Iteration 32Q: 3 clusters Score -499899.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -499908.625000 Penalty: 820.987427
	Iteration 33Q: 3 clusters Score -499908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -499916.437500 Penalty: 820.987427
	Iteration 34Q: 3 clusters Score -499916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -499920.531250 Penalty: 820.987427
	Iteration 35Q: 3 clusters Score -499920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -499921.781250 Penalty: 820.987427
	Iteration 36Q: 3 clusters Score -499921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -499924.187500 Penalty: 820.987427
	Iteration 37Q: 3 clusters Score -499924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -499923.468750 Penalty: 820.987427
	Iteration 38Q: 3 clusters Score -499923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -499924.718750 Penalty: 820.987427
	Iteration 39Q: 3 clusters Score -499924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -499924.968750 Penalty: 820.987427
	Iteration 40F: 3 clusters Score -499925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -499924.937500 Penalty: 820.987427
	Iteration 41Q: 3 clusters Score -499924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -499924.906250 Penalty: 820.987427
	Iteration 42Q: 3 clusters Score -499924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -499925.062500 Penalty: 820.987427
	Iteration 43Q: 3 clusters Score -499925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -499925.125000 Penalty: 820.987427
	Iteration 44Q: 3 clusters Score -499925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -499925.281250 Penalty: 820.987427
	Iteration 45Q: 3 clusters Score -499925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -499927.125000 Penalty: 820.987427
	Iteration 46Q: 3 clusters Score -499927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -499928.656250 Penalty: 820.987427
	Iteration 47Q: 3 clusters Score -499928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -499930.062500 Penalty: 820.987427
	Iteration 48Q: 3 clusters Score -499930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -499930.656250 Penalty: 820.987427
	Iteration 49Q: 3 clusters Score -499930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -499932.906250 Penalty: 820.987427
	Iteration 50Q: 3 clusters Score -499932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -499935.812500 Penalty: 820.987427
	Iteration 51Q: 3 clusters Score -499935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -499941.718750 Penalty: 820.987427
	Iteration 52Q: 3 clusters Score -499941.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -499947.125000 Penalty: 820.987427
	Iteration 53Q: 3 clusters Score -499947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -499950.406250 Penalty: 820.987427
	Iteration 54Q: 3 clusters Score -499950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -499954.187500 Penalty: 820.987427
	Iteration 55Q: 3 clusters Score -499954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -499957.000000 Penalty: 820.987427
	Iteration 56Q: 3 clusters Score -499957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -499960.593750 Penalty: 820.987427
	Iteration 57Q: 3 clusters Score -499960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -499963.437500 Penalty: 820.987427
	Iteration 58Q: 3 clusters Score -499963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -499969.156250 Penalty: 820.987427
	Iteration 59Q: 3 clusters Score -499969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -499975.312500 Penalty: 820.987427
	Iteration 60F: 3 clusters Score -499975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -499977.000000 Penalty: 820.987427
	Iteration 61Q: 3 clusters Score -499977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -499977.687500 Penalty: 820.987427
	Iteration 62Q: 3 clusters Score -499977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -499978.281250 Penalty: 820.987427
	Iteration 63Q: 3 clusters Score -499978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -499981.218750 Penalty: 820.987427
	Iteration 64Q: 3 clusters Score -499981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -499982.593750 Penalty: 820.987427
	Iteration 65Q: 3 clusters Score -499982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -499983.000000 Penalty: 820.987427
	Iteration 66Q: 3 clusters Score -499983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -499983.937500 Penalty: 820.987427
	Iteration 67Q: 3 clusters Score -499983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -499983.937500 Penalty: 820.987427
	Iteration 68F: 3 clusters Score -499983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61697.488281 Penalty: 316.043640
	Iteration 0F: 2 clusters Score -61697.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -60869.894531 Penalty: 632.087280
	Iteration 0F: 3 clusters Score -60869.89 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61158.347656 Penalty: 632.087280
	Iteration 1F: 3 clusters Score -61158.35 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -61211.554688 Penalty: 632.087280
	Iteration 2F: 3 clusters Score -61211.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61256.292969 Penalty: 632.087280
	Iteration 3F: 3 clusters Score -61256.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61297.902344 Penalty: 632.087280
	Iteration 4Q: 3 clusters Score -61297.9 nChanged 40
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: -61322.562500 Penalty: 632.087280
	Iteration 5Q: 3 clusters Score -61322.56 nChanged 28
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: -61338.246094 Penalty: 632.087280
	Iteration 6Q: 3 clusters Score -61338.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61342.558594 Penalty: 632.087280
	Iteration 7Q: 3 clusters Score -61342.56 nChanged 8
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: -61344.480469 Penalty: 632.087280
	Iteration 8Q: 3 clusters Score -61344.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61346.527344 Penalty: 632.087280
	Iteration 9Q: 3 clusters Score -61346.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61346.937500 Penalty: 632.087280
	Iteration 10Q: 3 clusters Score -61346.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61346.937500 Penalty: 632.087280
	Iteration 11F: 3 clusters Score -61346.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Entering Unmasked Estep 
Score: -514302.625000 Penalty: 417.782990
	Iteration 0F: 2 clusters Score -514302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -508145.125000 Penalty: 835.565979
	Iteration 0F: 3 clusters Score -508145.1 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -515926.312500 Penalty: 835.565979
	Iteration 1F: 3 clusters Score -515926.3 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -520739.468750 Penalty: 835.565979
	Iteration 2F: 3 clusters Score -520739.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -524336.875000 Penalty: 835.565979
	Iteration 3F: 3 clusters Score -524336.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -528859.375000 Penalty: 835.565979
	Iteration 4F: 3 clusters Score -528859.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -535051.937500 Penalty: 835.565979
	Iteration 5Q: 3 clusters Score -535051.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -536857.312500 Penalty: 835.565979
	Iteration 6Q: 3 clusters Score -536857.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -539627.250000 Penalty: 835.565979
	Iteration 7Q: 3 clusters Score -539627.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -541669.125000 Penalty: 835.565979
	Iteration 8Q: 3 clusters Score -541669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -541687.500000 Penalty: 835.565979
	Iteration 9Q: 3 clusters Score -541687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -541675.125000 Penalty: 835.565979
	Iteration 10Q: 3 clusters Score -541675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -541675.125000 Penalty: 835.565979
	Iteration 11F: 3 clusters Score -541675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 111289 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Entering Unmasked Estep 
Score: -58085224.000000 Penalty: 13845.869141
Splitting cluster 8 changes total score from -58057128.000000 to -58085224.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (111289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Entering Unmasked Estep 
Score: -6623578.500000 Penalty: 528.704773
	Iteration 0F: 2 clusters Score -6623578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6550458.500000 Penalty: 1057.409546
	Iteration 0F: 3 clusters Score -6550458 nChanged 54363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -6584964.500000 Penalty: 1057.409546
	Iteration 1F: 3 clusters Score -6584964 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -6589273.000000 Penalty: 1057.409546
	Iteration 2F: 3 clusters Score -6589273 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -6596411.500000 Penalty: 1057.409546
	Iteration 3F: 3 clusters Score -6596412 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -6605763.500000 Penalty: 1057.409546
	Iteration 4F: 3 clusters Score -6605764 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -6614300.500000 Penalty: 1057.409546
	Iteration 5F: 3 clusters Score -6614300 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -6619392.000000 Penalty: 1057.409546
	Iteration 6Q: 3 clusters Score -6619392 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -6621777.000000 Penalty: 1057.409546
	Iteration 7Q: 3 clusters Score -6621777 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -6622875.000000 Penalty: 1057.409546
	Iteration 8Q: 3 clusters Score -6622875 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -6623540.000000 Penalty: 1057.409546
	Iteration 9Q: 3 clusters Score -6623540 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -6623970.500000 Penalty: 1057.409546
	Iteration 10Q: 3 clusters Score -6623970 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -6624149.500000 Penalty: 1057.409546
	Iteration 11Q: 3 clusters Score -6624150 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -6624252.500000 Penalty: 1057.409546
	Iteration 12Q: 3 clusters Score -6624252 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -6624291.000000 Penalty: 1057.409546
	Iteration 13Q: 3 clusters Score -6624291 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -6624325.500000 Penalty: 1057.409546
	Iteration 14Q: 3 clusters Score -6624326 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -6624335.500000 Penalty: 1057.409546
	Iteration 15Q: 3 clusters Score -6624336 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -6624277.000000 Penalty: 1057.409546
	Iteration 16Q: 3 clusters Score -6624277 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 108701 members 
Entering Unmasked Estep 
Score: -6624237.000000 Penalty: 1057.409546
	Iteration 17Q: 3 clusters Score -6624237 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -6624213.000000 Penalty: 1057.409546
	Iteration 18Q: 3 clusters Score -6624213 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -6624185.500000 Penalty: 1057.409546
	Iteration 19Q: 3 clusters Score -6624186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -6624157.500000 Penalty: 1057.409546
	Iteration 20F: 3 clusters Score -6624158 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -6624137.500000 Penalty: 1057.409546
	Iteration 21Q: 3 clusters Score -6624138 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -6624130.000000 Penalty: 1057.409546
	Iteration 22Q: 3 clusters Score -6624130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -6624093.000000 Penalty: 1057.409546
	Iteration 23Q: 3 clusters Score -6624093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -6624058.000000 Penalty: 1057.409546
	Iteration 24Q: 3 clusters Score -6624058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -6624035.000000 Penalty: 1057.409546
	Iteration 25Q: 3 clusters Score -6624035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -6624026.000000 Penalty: 1057.409546
	Iteration 26Q: 3 clusters Score -6624026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 109982 members 
Entering Unmasked Estep 
Score: -6624011.000000 Penalty: 1057.409546
	Iteration 27Q: 3 clusters Score -6624011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -6624004.000000 Penalty: 1057.409546
	Iteration 28Q: 3 clusters Score -6624004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -6624001.000000 Penalty: 1057.409546
	Iteration 29Q: 3 clusters Score -6624001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -6624001.000000 Penalty: 1057.409546
	Iteration 30Q: 3 clusters Score -6624001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -6623993.500000 Penalty: 1057.409546
	Iteration 31Q: 3 clusters Score -6623994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -6623977.500000 Penalty: 1057.409546
	Iteration 32Q: 3 clusters Score -6623978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -6623956.500000 Penalty: 1057.409546
	Iteration 33Q: 3 clusters Score -6623956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -6623953.500000 Penalty: 1057.409546
	Iteration 34Q: 3 clusters Score -6623954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -6623946.000000 Penalty: 1057.409546
	Iteration 35Q: 3 clusters Score -6623946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -6623938.500000 Penalty: 1057.409546
	Iteration 36Q: 3 clusters Score -6623938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -6623946.500000 Penalty: 1057.409546
	Iteration 37Q: 3 clusters Score -6623946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -6623932.500000 Penalty: 1057.409546
	Iteration 38Q: 3 clusters Score -6623932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -6623928.500000 Penalty: 1057.409546
	Iteration 39Q: 3 clusters Score -6623928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -6623934.000000 Penalty: 1057.409546
	Iteration 40F: 3 clusters Score -6623934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -6623924.500000 Penalty: 1057.409546
	Iteration 41Q: 3 clusters Score -6623924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -6623922.000000 Penalty: 1057.409546
	Iteration 42Q: 3 clusters Score -6623922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -6623909.500000 Penalty: 1057.409546
	Iteration 43Q: 3 clusters Score -6623910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -6623908.000000 Penalty: 1057.409546
	Iteration 44Q: 3 clusters Score -6623908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -6623900.500000 Penalty: 1057.409546
	Iteration 45Q: 3 clusters Score -6623900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 110446 members 
Entering Unmasked Estep 
Score: -6623899.500000 Penalty: 1057.409546
	Iteration 46Q: 3 clusters Score -6623900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -6623889.500000 Penalty: 1057.409546
	Iteration 47Q: 3 clusters Score -6623890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 110468 members 
Entering Unmasked Estep 
Score: -6623892.000000 Penalty: 1057.409546
	Iteration 48Q: 3 clusters Score -6623892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -6623893.000000 Penalty: 1057.409546
	Iteration 49Q: 3 clusters Score -6623893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 110479 members 
Entering Unmasked Estep 
Score: -6623892.000000 Penalty: 1057.409546
	Iteration 50Q: 3 clusters Score -6623892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -6623893.000000 Penalty: 1057.409546
	Iteration 51Q: 3 clusters Score -6623893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -6623891.000000 Penalty: 1057.409546
	Iteration 52Q: 3 clusters Score -6623891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -6623893.000000 Penalty: 1057.409546
	Iteration 53Q: 3 clusters Score -6623893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -6623887.000000 Penalty: 1057.409546
	Iteration 54Q: 3 clusters Score -6623887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -6623887.000000 Penalty: 1057.409546
	Iteration 55Q: 3 clusters Score -6623887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -6623889.500000 Penalty: 1057.409546
	Iteration 56Q: 3 clusters Score -6623890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -6623890.500000 Penalty: 1057.409546
	Iteration 57Q: 3 clusters Score -6623890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -6623890.500000 Penalty: 1057.409546
	Iteration 58F: 3 clusters Score -6623890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Entering Unmasked Estep 
Score: -58085468.000000 Penalty: 14475.226562
Splitting cluster 9 changes total score from -58057128.000000 to -58085468.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -158988.687500 Penalty: 360.987762
	Iteration 0F: 2 clusters Score -158988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -157277.968750 Penalty: 721.975525
	Iteration 0F: 3 clusters Score -157278 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159810.906250 Penalty: 721.975525
	Iteration 1F: 3 clusters Score -159810.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160662.375000 Penalty: 721.975525
	Iteration 2F: 3 clusters Score -160662.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161244.593750 Penalty: 721.975525
	Iteration 3F: 3 clusters Score -161244.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161758.515625 Penalty: 721.975525
	Iteration 4F: 3 clusters Score -161758.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162028.984375 Penalty: 721.975525
	Iteration 5Q: 3 clusters Score -162029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -162141.718750 Penalty: 721.975525
	Iteration 6Q: 3 clusters Score -162141.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162195.750000 Penalty: 721.975525
	Iteration 7Q: 3 clusters Score -162195.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -162241.359375 Penalty: 721.975525
	Iteration 8Q: 3 clusters Score -162241.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -162319.796875 Penalty: 721.975525
	Iteration 9Q: 3 clusters Score -162319.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162426.203125 Penalty: 721.975525
	Iteration 10Q: 3 clusters Score -162426.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162513.890625 Penalty: 721.975525
	Iteration 11Q: 3 clusters Score -162513.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162537.218750 Penalty: 721.975525
	Iteration 12Q: 3 clusters Score -162537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162547.265625 Penalty: 721.975525
	Iteration 13Q: 3 clusters Score -162547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162552.781250 Penalty: 721.975525
	Iteration 14Q: 3 clusters Score -162552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162555.921875 Penalty: 721.975525
	Iteration 15Q: 3 clusters Score -162555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162555.984375 Penalty: 721.975525
	Iteration 16Q: 3 clusters Score -162556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162556.375000 Penalty: 721.975525
	Iteration 17Q: 3 clusters Score -162556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162556.375000 Penalty: 721.975525
	Iteration 18F: 3 clusters Score -162556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 154889 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Entering Unmasked Estep 
Score: -58088848.000000 Penalty: 15104.583984
Splitting cluster 10 changes total score from -58057128.000000 to -58088848.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (169607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Entering Unmasked Estep 
Score: -10143565.000000 Penalty: 547.876343
	Iteration 0F: 2 clusters Score -1.014356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -10035784.000000 Penalty: 1095.752686
	Iteration 0F: 3 clusters Score -1.003578e+07 nChanged 83311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -10086945.000000 Penalty: 1095.752686
	Iteration 1F: 3 clusters Score -1.008694e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -10088919.000000 Penalty: 1095.752686
	Iteration 2Q: 3 clusters Score -1.008892e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -10091590.000000 Penalty: 1095.752686
	Iteration 3Q: 3 clusters Score -1.009159e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -10095037.000000 Penalty: 1095.752686
	Iteration 4Q: 3 clusters Score -1.009504e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -10099847.000000 Penalty: 1095.752686
	Iteration 5F: 3 clusters Score -1.009985e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -10106151.000000 Penalty: 1095.752686
	Iteration 6F: 3 clusters Score -1.010615e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -10113246.000000 Penalty: 1095.752686
	Iteration 7F: 3 clusters Score -1.011325e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -10119827.000000 Penalty: 1095.752686
	Iteration 8F: 3 clusters Score -1.011983e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 140865 members 
Entering Unmasked Estep 
Score: -10125304.000000 Penalty: 1095.752686
	Iteration 9F: 3 clusters Score -1.01253e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 148520 members 
Entering Unmasked Estep 
Score: -10129954.000000 Penalty: 1095.752686
	Iteration 10Q: 3 clusters Score -1.012995e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -10134101.000000 Penalty: 1095.752686
	Iteration 11Q: 3 clusters Score -1.01341e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -10137282.000000 Penalty: 1095.752686
	Iteration 12Q: 3 clusters Score -1.013728e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -10139618.000000 Penalty: 1095.752686
	Iteration 13Q: 3 clusters Score -1.013962e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -10141105.000000 Penalty: 1095.752686
	Iteration 14Q: 3 clusters Score -1.01411e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -10141988.000000 Penalty: 1095.752686
	Iteration 15Q: 3 clusters Score -1.014199e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -10142550.000000 Penalty: 1095.752686
	Iteration 16Q: 3 clusters Score -1.014255e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -10142768.000000 Penalty: 1095.752686
	Iteration 17Q: 3 clusters Score -1.014277e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -10142948.000000 Penalty: 1095.752686
	Iteration 18Q: 3 clusters Score -1.014295e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 169387 members 
Entering Unmasked Estep 
Score: -10143020.000000 Penalty: 1095.752686
	Iteration 19Q: 3 clusters Score -1.014302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -10143059.000000 Penalty: 1095.752686
	Iteration 20F: 3 clusters Score -1.014306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -10143094.000000 Penalty: 1095.752686
	Iteration 21Q: 3 clusters Score -1.014309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 169469 members 
Entering Unmasked Estep 
Score: -10143102.000000 Penalty: 1095.752686
	Iteration 22Q: 3 clusters Score -1.01431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -10143122.000000 Penalty: 1095.752686
	Iteration 23Q: 3 clusters Score -1.014312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -10143125.000000 Penalty: 1095.752686
	Iteration 24Q: 3 clusters Score -1.014312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -10143126.000000 Penalty: 1095.752686
	Iteration 25Q: 3 clusters Score -1.014313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -10143130.000000 Penalty: 1095.752686
	Iteration 26Q: 3 clusters Score -1.014313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -10143132.000000 Penalty: 1095.752686
	Iteration 27Q: 3 clusters Score -1.014313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -10143130.000000 Penalty: 1095.752686
	Iteration 28Q: 3 clusters Score -1.014313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -10143129.000000 Penalty: 1095.752686
	Iteration 29Q: 3 clusters Score -1.014313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -10143129.000000 Penalty: 1095.752686
	Iteration 30Q: 3 clusters Score -1.014313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -10143130.000000 Penalty: 1095.752686
	Iteration 31Q: 3 clusters Score -1.014313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -10143135.000000 Penalty: 1095.752686
	Iteration 32Q: 3 clusters Score -1.014314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -10143135.000000 Penalty: 1095.752686
	Iteration 33F: 3 clusters Score -1.014314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -222691.953125 Penalty: 375.009460
	Iteration 0F: 2 clusters Score -222692 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 1895 members 
Entering Unmasked Estep 
Score: -220144.453125 Penalty: 750.018921
	Iteration 0F: 3 clusters Score -220144.5 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -221124.578125 Penalty: 750.018921
	Iteration 1F: 3 clusters Score -221124.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -221365.312500 Penalty: 750.018921
	Iteration 2F: 3 clusters Score -221365.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -221571.375000 Penalty: 750.018921
	Iteration 3F: 3 clusters Score -221571.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -221723.921875 Penalty: 750.018921
	Iteration 4F: 3 clusters Score -221723.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -221833.687500 Penalty: 750.018921
	Iteration 5F: 3 clusters Score -221833.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -221889.921875 Penalty: 750.018921
	Iteration 6Q: 3 clusters Score -221889.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -221923.031250 Penalty: 750.018921
	Iteration 7Q: 3 clusters Score -221923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -221959.968750 Penalty: 750.018921
	Iteration 8Q: 3 clusters Score -221960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -221995.671875 Penalty: 750.018921
	Iteration 9Q: 3 clusters Score -221995.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222022.046875 Penalty: 750.018921
	Iteration 10Q: 3 clusters Score -222022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -222048.265625 Penalty: 750.018921
	Iteration 11Q: 3 clusters Score -222048.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -222075.000000 Penalty: 750.018921
	Iteration 12Q: 3 clusters Score -222075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222109.125000 Penalty: 750.018921
	Iteration 13Q: 3 clusters Score -222109.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -222144.265625 Penalty: 750.018921
	Iteration 14Q: 3 clusters Score -222144.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222173.625000 Penalty: 750.018921
	Iteration 15Q: 3 clusters Score -222173.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222210.250000 Penalty: 750.018921
	Iteration 16Q: 3 clusters Score -222210.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222256.828125 Penalty: 750.018921
	Iteration 17Q: 3 clusters Score -222256.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222312.375000 Penalty: 750.018921
	Iteration 18Q: 3 clusters Score -222312.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -222356.234375 Penalty: 750.018921
	Iteration 19Q: 3 clusters Score -222356.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222384.437500 Penalty: 750.018921
	Iteration 20F: 3 clusters Score -222384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222406.703125 Penalty: 750.018921
	Iteration 21Q: 3 clusters Score -222406.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222420.109375 Penalty: 750.018921
	Iteration 22Q: 3 clusters Score -222420.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -222433.671875 Penalty: 750.018921
	Iteration 23Q: 3 clusters Score -222433.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -222442.296875 Penalty: 750.018921
	Iteration 24Q: 3 clusters Score -222442.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -222450.328125 Penalty: 750.018921
	Iteration 25Q: 3 clusters Score -222450.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -222455.671875 Penalty: 750.018921
	Iteration 26Q: 3 clusters Score -222455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -222458.546875 Penalty: 750.018921
	Iteration 27Q: 3 clusters Score -222458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -222459.171875 Penalty: 750.018921
	Iteration 28Q: 3 clusters Score -222459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -222460.093750 Penalty: 750.018921
	Iteration 29Q: 3 clusters Score -222460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -222460.625000 Penalty: 750.018921
	Iteration 30Q: 3 clusters Score -222460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -222462.640625 Penalty: 750.018921
	Iteration 31Q: 3 clusters Score -222462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -222464.359375 Penalty: 750.018921
	Iteration 32Q: 3 clusters Score -222464.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -222467.281250 Penalty: 750.018921
	Iteration 33Q: 3 clusters Score -222467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -222469.546875 Penalty: 750.018921
	Iteration 34Q: 3 clusters Score -222469.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -222472.343750 Penalty: 750.018921
	Iteration 35Q: 3 clusters Score -222472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -222473.093750 Penalty: 750.018921
	Iteration 36Q: 3 clusters Score -222473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -222475.453125 Penalty: 750.018921
	Iteration 37Q: 3 clusters Score -222475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -222476.578125 Penalty: 750.018921
	Iteration 38Q: 3 clusters Score -222476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -222476.593750 Penalty: 750.018921
	Iteration 39Q: 3 clusters Score -222476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -222476.875000 Penalty: 750.018921
	Iteration 40F: 3 clusters Score -222476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Entering Unmasked Estep 
Score: -9121067.000000 Penalty: 543.746094
	Iteration 0F: 2 clusters Score -9121067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -9026470.000000 Penalty: 1087.492188
	Iteration 0F: 3 clusters Score -9026470 nChanged 76143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -9079495.000000 Penalty: 1087.492188
	Iteration 1F: 3 clusters Score -9079495 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -9090489.000000 Penalty: 1087.492188
	Iteration 2F: 3 clusters Score -9090489 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -9103217.000000 Penalty: 1087.492188
	Iteration 3F: 3 clusters Score -9103217 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -9113563.000000 Penalty: 1087.492188
	Iteration 4F: 3 clusters Score -9113563 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 104883 members 
Entering Unmasked Estep 
Score: -9121032.000000 Penalty: 1087.492188
	Iteration 5F: 3 clusters Score -9121032 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -9125675.000000 Penalty: 1087.492188
	Iteration 6Q: 3 clusters Score -9125675 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -9128931.000000 Penalty: 1087.492188
	Iteration 7Q: 3 clusters Score -9128931 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -9131592.000000 Penalty: 1087.492188
	Iteration 8Q: 3 clusters Score -9131592 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -9133421.000000 Penalty: 1087.492188
	Iteration 9Q: 3 clusters Score -9133421 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 119459 members 
Entering Unmasked Estep 
Score: -9134524.000000 Penalty: 1087.492188
	Iteration 10Q: 3 clusters Score -9134524 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -9135066.000000 Penalty: 1087.492188
	Iteration 11Q: 3 clusters Score -9135066 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -9135271.000000 Penalty: 1087.492188
	Iteration 12Q: 3 clusters Score -9135271 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 124907 members 
Entering Unmasked Estep 
Score: -9135311.000000 Penalty: 1087.492188
	Iteration 13Q: 3 clusters Score -9135311 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 126159 members 
Entering Unmasked Estep 
Score: -9135408.000000 Penalty: 1087.492188
	Iteration 14Q: 3 clusters Score -9135408 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -9135472.000000 Penalty: 1087.492188
	Iteration 15Q: 3 clusters Score -9135472 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -9135629.000000 Penalty: 1087.492188
	Iteration 16Q: 3 clusters Score -9135629 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -9135680.000000 Penalty: 1087.492188
	Iteration 17Q: 3 clusters Score -9135680 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 130079 members 
Entering Unmasked Estep 
Score: -9135822.000000 Penalty: 1087.492188
	Iteration 18Q: 3 clusters Score -9135822 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -9135936.000000 Penalty: 1087.492188
	Iteration 19Q: 3 clusters Score -9135936 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -9136110.000000 Penalty: 1087.492188
	Iteration 20F: 3 clusters Score -9136110 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -9136424.000000 Penalty: 1087.492188
	Iteration 21Q: 3 clusters Score -9136424 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -9136755.000000 Penalty: 1087.492188
	Iteration 22Q: 3 clusters Score -9136755 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 134289 members 
Entering Unmasked Estep 
Score: -9137115.000000 Penalty: 1087.492188
	Iteration 23Q: 3 clusters Score -9137115 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -9137510.000000 Penalty: 1087.492188
	Iteration 24Q: 3 clusters Score -9137510 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -9137866.000000 Penalty: 1087.492188
	Iteration 25Q: 3 clusters Score -9137866 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -9138253.000000 Penalty: 1087.492188
	Iteration 26Q: 3 clusters Score -9138253 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -9138481.000000 Penalty: 1087.492188
	Iteration 27Q: 3 clusters Score -9138481 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -9138632.000000 Penalty: 1087.492188
	Iteration 28Q: 3 clusters Score -9138632 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 138269 members 
Entering Unmasked Estep 
Score: -9138756.000000 Penalty: 1087.492188
	Iteration 29Q: 3 clusters Score -9138756 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -9138816.000000 Penalty: 1087.492188
	Iteration 30Q: 3 clusters Score -9138816 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -9138883.000000 Penalty: 1087.492188
	Iteration 31Q: 3 clusters Score -9138883 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 139056 members 
Entering Unmasked Estep 
Score: -9138908.000000 Penalty: 1087.492188
	Iteration 32Q: 3 clusters Score -9138908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -9138936.000000 Penalty: 1087.492188
	Iteration 33Q: 3 clusters Score -9138936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 139368 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 34Q: 3 clusters Score -9138983 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 35Q: 3 clusters Score -9138983 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -9138980.000000 Penalty: 1087.492188
	Iteration 36Q: 3 clusters Score -9138980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -9138959.000000 Penalty: 1087.492188
	Iteration 37Q: 3 clusters Score -9138959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 139744 members 
Entering Unmasked Estep 
Score: -9138971.000000 Penalty: 1087.492188
	Iteration 38Q: 3 clusters Score -9138971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 139797 members 
Entering Unmasked Estep 
Score: -9138970.000000 Penalty: 1087.492188
	Iteration 39Q: 3 clusters Score -9138970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
Score: -9138981.000000 Penalty: 1087.492188
	Iteration 40F: 3 clusters Score -9138981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 41Q: 3 clusters Score -9138983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -9138972.000000 Penalty: 1087.492188
	Iteration 42Q: 3 clusters Score -9138972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 139885 members 
Entering Unmasked Estep 
Score: -9138972.000000 Penalty: 1087.492188
	Iteration 43Q: 3 clusters Score -9138972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 139901 members 
Entering Unmasked Estep 
Score: -9138966.000000 Penalty: 1087.492188
	Iteration 44Q: 3 clusters Score -9138966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 139912 members 
Entering Unmasked Estep 
Score: -9138982.000000 Penalty: 1087.492188
	Iteration 45Q: 3 clusters Score -9138982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 46Q: 3 clusters Score -9138983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 139943 members 
Entering Unmasked Estep 
Score: -9138988.000000 Penalty: 1087.492188
	Iteration 47Q: 3 clusters Score -9138988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -9138997.000000 Penalty: 1087.492188
	Iteration 48Q: 3 clusters Score -9138997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -9138999.000000 Penalty: 1087.492188
	Iteration 49Q: 3 clusters Score -9138999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -9138980.000000 Penalty: 1087.492188
	Iteration 50Q: 3 clusters Score -9138980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 140003 members 
Entering Unmasked Estep 
Score: -9138977.000000 Penalty: 1087.492188
	Iteration 51Q: 3 clusters Score -9138977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -9138985.000000 Penalty: 1087.492188
	Iteration 52Q: 3 clusters Score -9138985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 53Q: 3 clusters Score -9138983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -9138987.000000 Penalty: 1087.492188
	Iteration 54Q: 3 clusters Score -9138987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 55Q: 3 clusters Score -9138983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 140049 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 56Q: 3 clusters Score -9138983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -9138985.000000 Penalty: 1087.492188
	Iteration 57Q: 3 clusters Score -9138985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -9138975.000000 Penalty: 1087.492188
	Iteration 58Q: 3 clusters Score -9138975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -9138965.000000 Penalty: 1087.492188
	Iteration 59Q: 3 clusters Score -9138965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -9138962.000000 Penalty: 1087.492188
	Iteration 60F: 3 clusters Score -9138962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -9138968.000000 Penalty: 1087.492188
	Iteration 61Q: 3 clusters Score -9138968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -9138965.000000 Penalty: 1087.492188
	Iteration 62Q: 3 clusters Score -9138965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -9138974.000000 Penalty: 1087.492188
	Iteration 63Q: 3 clusters Score -9138974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -9138975.000000 Penalty: 1087.492188
	Iteration 64Q: 3 clusters Score -9138975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -9138970.000000 Penalty: 1087.492188
	Iteration 65Q: 3 clusters Score -9138970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -9138976.000000 Penalty: 1087.492188
	Iteration 66Q: 3 clusters Score -9138976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 140142 members 
Entering Unmasked Estep 
Score: -9138978.000000 Penalty: 1087.492188
	Iteration 67Q: 3 clusters Score -9138978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 140155 members 
Entering Unmasked Estep 
Score: -9138977.000000 Penalty: 1087.492188
	Iteration 68Q: 3 clusters Score -9138977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -9138983.000000 Penalty: 1087.492188
	Iteration 69Q: 3 clusters Score -9138983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 140176 members 
Entering Unmasked Estep 
Score: -9138986.000000 Penalty: 1087.492188
	Iteration 70Q: 3 clusters Score -9138986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 140177 members 
Entering Unmasked Estep 
Score: -9138984.000000 Penalty: 1087.492188
	Iteration 71Q: 3 clusters Score -9138984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 140177 members 
Entering Unmasked Estep 
Score: -9138984.000000 Penalty: 1087.492188
	Iteration 72F: 3 clusters Score -9138984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Entering Unmasked Estep 
Score: -58106596.000000 Penalty: 15733.942383
Splitting cluster 13 changes total score from -58057128.000000 to -58106596.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -169462.187500 Penalty: 366.451874
	Iteration 0F: 2 clusters Score -169462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -167580.625000 Penalty: 732.903748
	Iteration 0F: 3 clusters Score -167580.6 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -170334.421875 Penalty: 732.903748
	Iteration 1F: 3 clusters Score -170334.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -172558.765625 Penalty: 732.903748
	Iteration 2F: 3 clusters Score -172558.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -174704.750000 Penalty: 732.903748
	Iteration 3F: 3 clusters Score -174704.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174986.328125 Penalty: 732.903748
	Iteration 4Q: 3 clusters Score -174986.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -175157.109375 Penalty: 732.903748
	Iteration 5Q: 3 clusters Score -175157.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -175190.625000 Penalty: 732.903748
	Iteration 6Q: 3 clusters Score -175190.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -175239.750000 Penalty: 732.903748
	Iteration 7Q: 3 clusters Score -175239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -175255.921875 Penalty: 732.903748
	Iteration 8Q: 3 clusters Score -175255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -175273.187500 Penalty: 732.903748
	Iteration 9Q: 3 clusters Score -175273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -175271.671875 Penalty: 732.903748
	Iteration 10Q: 3 clusters Score -175271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -175276.625000 Penalty: 732.903748
	Iteration 11Q: 3 clusters Score -175276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -175274.000000 Penalty: 732.903748
	Iteration 12Q: 3 clusters Score -175274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -175278.671875 Penalty: 732.903748
	Iteration 13Q: 3 clusters Score -175278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -175278.671875 Penalty: 732.903748
	Iteration 14F: 3 clusters Score -175278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Mstep: Class 26 contains 1115 members 
Entering Unmasked Estep 
Score: -58111796.000000 Penalty: 16363.299805
Splitting cluster 14 changes total score from -58057128.000000 to -58111796.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -30527.250000 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -30527.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29877.912109 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -29877.91 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -31850.089844 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -31850.09 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -32608.310547 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -32608.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -32721.230469 Penalty: 634.932617
	Iteration 3Q: 3 clusters Score -32721.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -32768.187500 Penalty: 634.932617
	Iteration 4Q: 3 clusters Score -32768.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -32833.804688 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -32833.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -32877.726562 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -32877.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -32906.832031 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -32906.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32924.578125 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -32924.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -32931.164062 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -32931.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32936.253906 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -32936.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32942.808594 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -32942.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -32943.734375 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -32943.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -32947.347656 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -32947.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -32948.285156 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -32948.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -32949.496094 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -32949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -32949.843750 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -32949.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -32949.843750 Penalty: 634.932617
	Iteration 17F: 3 clusters Score -32949.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 77963 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 666 members 
Entering Unmasked Estep 
Score: -58113728.000000 Penalty: 16992.658203
Splitting cluster 15 changes total score from -58057128.000000 to -58113728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (24287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Entering Unmasked Estep 
Score: -1449455.250000 Penalty: 459.445190
	Iteration 0F: 2 clusters Score -1449455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1433185.375000 Penalty: 918.890381
	Iteration 0F: 3 clusters Score -1433185 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1440026.375000 Penalty: 918.890381
	Iteration 1F: 3 clusters Score -1440026 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1440704.500000 Penalty: 918.890381
	Iteration 2F: 3 clusters Score -1440704 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1441778.000000 Penalty: 918.890381
	Iteration 3F: 3 clusters Score -1441778 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1443214.000000 Penalty: 918.890381
	Iteration 4F: 3 clusters Score -1443214 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1444707.750000 Penalty: 918.890381
	Iteration 5F: 3 clusters Score -1444708 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1446046.625000 Penalty: 918.890381
	Iteration 6F: 3 clusters Score -1446047 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1447138.250000 Penalty: 918.890381
	Iteration 7Q: 3 clusters Score -1447138 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -1447922.000000 Penalty: 918.890381
	Iteration 8Q: 3 clusters Score -1447922 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -1448377.875000 Penalty: 918.890381
	Iteration 9Q: 3 clusters Score -1448378 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1448655.875000 Penalty: 918.890381
	Iteration 10Q: 3 clusters Score -1448656 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1448791.750000 Penalty: 918.890381
	Iteration 11Q: 3 clusters Score -1448792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1448870.750000 Penalty: 918.890381
	Iteration 12Q: 3 clusters Score -1448871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -1448921.500000 Penalty: 918.890381
	Iteration 13Q: 3 clusters Score -1448922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1448955.625000 Penalty: 918.890381
	Iteration 14Q: 3 clusters Score -1448956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1448974.375000 Penalty: 918.890381
	Iteration 15Q: 3 clusters Score -1448974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -1448992.625000 Penalty: 918.890381
	Iteration 16Q: 3 clusters Score -1448993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -1449010.875000 Penalty: 918.890381
	Iteration 17Q: 3 clusters Score -1449011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1449025.250000 Penalty: 918.890381
	Iteration 18Q: 3 clusters Score -1449025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1449035.875000 Penalty: 918.890381
	Iteration 19Q: 3 clusters Score -1449036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1449043.625000 Penalty: 918.890381
	Iteration 20F: 3 clusters Score -1449044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1449049.750000 Penalty: 918.890381
	Iteration 21Q: 3 clusters Score -1449050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1449055.000000 Penalty: 918.890381
	Iteration 22Q: 3 clusters Score -1449055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1449062.500000 Penalty: 918.890381
	Iteration 23Q: 3 clusters Score -1449062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -1449071.125000 Penalty: 918.890381
	Iteration 24Q: 3 clusters Score -1449071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1449074.375000 Penalty: 918.890381
	Iteration 25Q: 3 clusters Score -1449074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1449077.125000 Penalty: 918.890381
	Iteration 26Q: 3 clusters Score -1449077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -1449077.875000 Penalty: 918.890381
	Iteration 27Q: 3 clusters Score -1449078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1449079.875000 Penalty: 918.890381
	Iteration 28Q: 3 clusters Score -1449080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -1449079.375000 Penalty: 918.890381
	Iteration 29Q: 3 clusters Score -1449079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -1449081.375000 Penalty: 918.890381
	Iteration 30Q: 3 clusters Score -1449081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1449082.500000 Penalty: 918.890381
	Iteration 31Q: 3 clusters Score -1449082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1449082.625000 Penalty: 918.890381
	Iteration 32Q: 3 clusters Score -1449083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1449082.500000 Penalty: 918.890381
	Iteration 33Q: 3 clusters Score -1449082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1449085.000000 Penalty: 918.890381
	Iteration 34Q: 3 clusters Score -1449085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -1449084.500000 Penalty: 918.890381
	Iteration 35Q: 3 clusters Score -1449084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1449084.125000 Penalty: 918.890381
	Iteration 36Q: 3 clusters Score -1449084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1449084.125000 Penalty: 918.890381
	Iteration 37F: 3 clusters Score -1449084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Entering Unmasked Estep 
Score: -4656094.000000 Penalty: 512.511536
	Iteration 0F: 2 clusters Score -4656094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4603596.000000 Penalty: 1025.023071
	Iteration 0F: 3 clusters Score -4603596 nChanged 37959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4625933.000000 Penalty: 1025.023071
	Iteration 1F: 3 clusters Score -4625933 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4626560.000000 Penalty: 1025.023071
	Iteration 2Q: 3 clusters Score -4626560 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4627904.500000 Penalty: 1025.023071
	Iteration 3Q: 3 clusters Score -4627904 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4630969.500000 Penalty: 1025.023071
	Iteration 4F: 3 clusters Score -4630970 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4636341.500000 Penalty: 1025.023071
	Iteration 5F: 3 clusters Score -4636342 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4642821.000000 Penalty: 1025.023071
	Iteration 6F: 3 clusters Score -4642821 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4648642.500000 Penalty: 1025.023071
	Iteration 7F: 3 clusters Score -4648642 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4652664.500000 Penalty: 1025.023071
	Iteration 8F: 3 clusters Score -4652664 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4655340.500000 Penalty: 1025.023071
	Iteration 9Q: 3 clusters Score -4655340 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4656538.500000 Penalty: 1025.023071
	Iteration 10Q: 3 clusters Score -4656538 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4657060.500000 Penalty: 1025.023071
	Iteration 11Q: 3 clusters Score -4657060 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4657338.500000 Penalty: 1025.023071
	Iteration 12Q: 3 clusters Score -4657338 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4657510.000000 Penalty: 1025.023071
	Iteration 13Q: 3 clusters Score -4657510 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4657573.500000 Penalty: 1025.023071
	Iteration 14Q: 3 clusters Score -4657574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4657630.500000 Penalty: 1025.023071
	Iteration 15Q: 3 clusters Score -4657630 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4657685.000000 Penalty: 1025.023071
	Iteration 16Q: 3 clusters Score -4657685 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4657710.500000 Penalty: 1025.023071
	Iteration 17Q: 3 clusters Score -4657710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4657741.000000 Penalty: 1025.023071
	Iteration 18Q: 3 clusters Score -4657741 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4657780.000000 Penalty: 1025.023071
	Iteration 19Q: 3 clusters Score -4657780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4657805.500000 Penalty: 1025.023071
	Iteration 20F: 3 clusters Score -4657806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4657815.500000 Penalty: 1025.023071
	Iteration 21Q: 3 clusters Score -4657816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4657821.500000 Penalty: 1025.023071
	Iteration 22Q: 3 clusters Score -4657822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4657829.000000 Penalty: 1025.023071
	Iteration 23Q: 3 clusters Score -4657829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -4657834.000000 Penalty: 1025.023071
	Iteration 24Q: 3 clusters Score -4657834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4657843.000000 Penalty: 1025.023071
	Iteration 25Q: 3 clusters Score -4657843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4657841.500000 Penalty: 1025.023071
	Iteration 26Q: 3 clusters Score -4657842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4657839.500000 Penalty: 1025.023071
	Iteration 27Q: 3 clusters Score -4657840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4657835.000000 Penalty: 1025.023071
	Iteration 28Q: 3 clusters Score -4657835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4657841.500000 Penalty: 1025.023071
	Iteration 29Q: 3 clusters Score -4657842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4657844.000000 Penalty: 1025.023071
	Iteration 30Q: 3 clusters Score -4657844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4657846.000000 Penalty: 1025.023071
	Iteration 31Q: 3 clusters Score -4657846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4657865.500000 Penalty: 1025.023071
	Iteration 32Q: 3 clusters Score -4657866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4657864.000000 Penalty: 1025.023071
	Iteration 33Q: 3 clusters Score -4657864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4657868.500000 Penalty: 1025.023071
	Iteration 34Q: 3 clusters Score -4657868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4657867.500000 Penalty: 1025.023071
	Iteration 35Q: 3 clusters Score -4657868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4657863.000000 Penalty: 1025.023071
	Iteration 36Q: 3 clusters Score -4657863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4657852.000000 Penalty: 1025.023071
	Iteration 37Q: 3 clusters Score -4657852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4657854.500000 Penalty: 1025.023071
	Iteration 38Q: 3 clusters Score -4657854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4657859.000000 Penalty: 1025.023071
	Iteration 39Q: 3 clusters Score -4657859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4657862.500000 Penalty: 1025.023071
	Iteration 40F: 3 clusters Score -4657862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4657861.500000 Penalty: 1025.023071
	Iteration 41Q: 3 clusters Score -4657862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4657865.500000 Penalty: 1025.023071
	Iteration 42Q: 3 clusters Score -4657866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4657863.500000 Penalty: 1025.023071
	Iteration 43Q: 3 clusters Score -4657864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4657860.500000 Penalty: 1025.023071
	Iteration 44Q: 3 clusters Score -4657860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4657867.000000 Penalty: 1025.023071
	Iteration 45Q: 3 clusters Score -4657867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4657859.500000 Penalty: 1025.023071
	Iteration 46Q: 3 clusters Score -4657860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4657861.500000 Penalty: 1025.023071
	Iteration 47Q: 3 clusters Score -4657862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4657859.000000 Penalty: 1025.023071
	Iteration 48Q: 3 clusters Score -4657859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4657862.000000 Penalty: 1025.023071
	Iteration 49Q: 3 clusters Score -4657862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4657858.500000 Penalty: 1025.023071
	Iteration 50Q: 3 clusters Score -4657858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4657858.500000 Penalty: 1025.023071
	Iteration 51F: 3 clusters Score -4657858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 73316 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 4647 members 
Entering Unmasked Estep 
Score: -58115420.000000 Penalty: 17622.015625
Splitting cluster 17 changes total score from -58057128.000000 to -58115420.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (130858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Entering Unmasked Estep 
Score: -7689271.000000 Penalty: 536.075012
	Iteration 0F: 2 clusters Score -7689271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -7602734.000000 Penalty: 1072.150024
	Iteration 0F: 3 clusters Score -7602734 nChanged 64162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -7642584.000000 Penalty: 1072.150024
	Iteration 1F: 3 clusters Score -7642584 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -7645574.500000 Penalty: 1072.150024
	Iteration 2F: 3 clusters Score -7645574 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -7649914.000000 Penalty: 1072.150024
	Iteration 3F: 3 clusters Score -7649914 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -7655921.500000 Penalty: 1072.150024
	Iteration 4F: 3 clusters Score -7655922 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -7663246.500000 Penalty: 1072.150024
	Iteration 5F: 3 clusters Score -7663246 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -7671030.000000 Penalty: 1072.150024
	Iteration 6F: 3 clusters Score -7671030 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -7678203.000000 Penalty: 1072.150024
	Iteration 7F: 3 clusters Score -7678203 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 116186 members 
Entering Unmasked Estep 
Score: -7682946.500000 Penalty: 1072.150024
	Iteration 8Q: 3 clusters Score -7682946 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 118598 members 
Entering Unmasked Estep 
Score: -7684981.500000 Penalty: 1072.150024
	Iteration 9Q: 3 clusters Score -7684982 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -7686010.000000 Penalty: 1072.150024
	Iteration 10Q: 3 clusters Score -7686010 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 121797 members 
Entering Unmasked Estep 
Score: -7686695.500000 Penalty: 1072.150024
	Iteration 11Q: 3 clusters Score -7686696 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -7687252.500000 Penalty: 1072.150024
	Iteration 12Q: 3 clusters Score -7687252 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -7687643.000000 Penalty: 1072.150024
	Iteration 13Q: 3 clusters Score -7687643 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -7687939.000000 Penalty: 1072.150024
	Iteration 14Q: 3 clusters Score -7687939 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -7688228.000000 Penalty: 1072.150024
	Iteration 15Q: 3 clusters Score -7688228 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 126258 members 
Entering Unmasked Estep 
Score: -7688435.000000 Penalty: 1072.150024
	Iteration 16Q: 3 clusters Score -7688435 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -7688620.500000 Penalty: 1072.150024
	Iteration 17Q: 3 clusters Score -7688620 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 127176 members 
Entering Unmasked Estep 
Score: -7688789.500000 Penalty: 1072.150024
	Iteration 18Q: 3 clusters Score -7688790 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 127542 members 
Entering Unmasked Estep 
Score: -7689067.000000 Penalty: 1072.150024
	Iteration 19Q: 3 clusters Score -7689067 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 127807 members 
Entering Unmasked Estep 
Score: -7689437.500000 Penalty: 1072.150024
	Iteration 20F: 3 clusters Score -7689438 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -7689795.500000 Penalty: 1072.150024
	Iteration 21Q: 3 clusters Score -7689796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 127961 members 
Entering Unmasked Estep 
Score: -7690064.000000 Penalty: 1072.150024
	Iteration 22Q: 3 clusters Score -7690064 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 127926 members 
Entering Unmasked Estep 
Score: -7690195.500000 Penalty: 1072.150024
	Iteration 23Q: 3 clusters Score -7690196 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -7690288.500000 Penalty: 1072.150024
	Iteration 24Q: 3 clusters Score -7690288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -7690343.500000 Penalty: 1072.150024
	Iteration 25Q: 3 clusters Score -7690344 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -7690364.500000 Penalty: 1072.150024
	Iteration 26Q: 3 clusters Score -7690364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -7690384.500000 Penalty: 1072.150024
	Iteration 27Q: 3 clusters Score -7690384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -7690397.500000 Penalty: 1072.150024
	Iteration 28Q: 3 clusters Score -7690398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -7690405.500000 Penalty: 1072.150024
	Iteration 29Q: 3 clusters Score -7690406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -7690418.000000 Penalty: 1072.150024
	Iteration 30Q: 3 clusters Score -7690418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -7690427.500000 Penalty: 1072.150024
	Iteration 31Q: 3 clusters Score -7690428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -7690423.000000 Penalty: 1072.150024
	Iteration 32Q: 3 clusters Score -7690423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -7690428.500000 Penalty: 1072.150024
	Iteration 33Q: 3 clusters Score -7690428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -7690422.000000 Penalty: 1072.150024
	Iteration 34Q: 3 clusters Score -7690422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 127373 members 
Entering Unmasked Estep 
Score: -7690424.500000 Penalty: 1072.150024
	Iteration 35Q: 3 clusters Score -7690424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 127360 members 
Entering Unmasked Estep 
Score: -7690419.500000 Penalty: 1072.150024
	Iteration 36Q: 3 clusters Score -7690420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -7690426.500000 Penalty: 1072.150024
	Iteration 37Q: 3 clusters Score -7690426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -7690435.000000 Penalty: 1072.150024
	Iteration 38Q: 3 clusters Score -7690435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 127325 members 
Entering Unmasked Estep 
Score: -7690440.000000 Penalty: 1072.150024
	Iteration 39Q: 3 clusters Score -7690440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
Score: -7690439.500000 Penalty: 1072.150024
	Iteration 40F: 3 clusters Score -7690440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -7690439.000000 Penalty: 1072.150024
	Iteration 41Q: 3 clusters Score -7690439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -7690437.000000 Penalty: 1072.150024
	Iteration 42Q: 3 clusters Score -7690437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -7690433.000000 Penalty: 1072.150024
	Iteration 43Q: 3 clusters Score -7690433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -7690440.500000 Penalty: 1072.150024
	Iteration 44Q: 3 clusters Score -7690440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -7690436.000000 Penalty: 1072.150024
	Iteration 45Q: 3 clusters Score -7690436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -7690430.500000 Penalty: 1072.150024
	Iteration 46Q: 3 clusters Score -7690430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 127267 members 
Entering Unmasked Estep 
Score: -7690439.000000 Penalty: 1072.150024
	Iteration 47Q: 3 clusters Score -7690439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -7690440.000000 Penalty: 1072.150024
	Iteration 48Q: 3 clusters Score -7690440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 127260 members 
Entering Unmasked Estep 
Score: -7690441.000000 Penalty: 1072.150024
	Iteration 49Q: 3 clusters Score -7690441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -7690442.500000 Penalty: 1072.150024
	Iteration 50Q: 3 clusters Score -7690442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -7690448.500000 Penalty: 1072.150024
	Iteration 51Q: 3 clusters Score -7690448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -7690456.000000 Penalty: 1072.150024
	Iteration 52Q: 3 clusters Score -7690456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -7690454.000000 Penalty: 1072.150024
	Iteration 53Q: 3 clusters Score -7690454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -7690458.000000 Penalty: 1072.150024
	Iteration 54Q: 3 clusters Score -7690458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 127240 members 
Entering Unmasked Estep 
Score: -7690462.000000 Penalty: 1072.150024
	Iteration 55Q: 3 clusters Score -7690462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -7690459.000000 Penalty: 1072.150024
	Iteration 56Q: 3 clusters Score -7690459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -7690458.500000 Penalty: 1072.150024
	Iteration 57Q: 3 clusters Score -7690458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -7690458.000000 Penalty: 1072.150024
	Iteration 58Q: 3 clusters Score -7690458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -7690461.500000 Penalty: 1072.150024
	Iteration 59Q: 3 clusters Score -7690462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -7690462.000000 Penalty: 1072.150024
	Iteration 60F: 3 clusters Score -7690462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 73316 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 127233 members 
Entering Unmasked Estep 
Score: -58116660.000000 Penalty: 18251.373047
Splitting cluster 18 changes total score from -58057128.000000 to -58116660.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -149266.718750 Penalty: 373.782806
	Iteration 0F: 2 clusters Score -149266.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -147124.015625 Penalty: 747.565613
	Iteration 0F: 3 clusters Score -147124 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -152991.796875 Penalty: 747.565613
	Iteration 1F: 3 clusters Score -152991.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -154456.718750 Penalty: 747.565613
	Iteration 2F: 3 clusters Score -154456.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -154782.453125 Penalty: 747.565613
	Iteration 3Q: 3 clusters Score -154782.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -155240.968750 Penalty: 747.565613
	Iteration 4Q: 3 clusters Score -155241 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -156016.359375 Penalty: 747.565613
	Iteration 5F: 3 clusters Score -156016.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -156593.734375 Penalty: 747.565613
	Iteration 6Q: 3 clusters Score -156593.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -157206.125000 Penalty: 747.565613
	Iteration 7Q: 3 clusters Score -157206.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -157277.671875 Penalty: 747.565613
	Iteration 8Q: 3 clusters Score -157277.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -157316.375000 Penalty: 747.565613
	Iteration 9Q: 3 clusters Score -157316.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -157340.921875 Penalty: 747.565613
	Iteration 10Q: 3 clusters Score -157340.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -157324.031250 Penalty: 747.565613
	Iteration 11Q: 3 clusters Score -157324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -157326.390625 Penalty: 747.565613
	Iteration 12Q: 3 clusters Score -157326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -157287.250000 Penalty: 747.565613
	Iteration 13Q: 3 clusters Score -157287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -157342.062500 Penalty: 747.565613
	Iteration 14Q: 3 clusters Score -157342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -157375.750000 Penalty: 747.565613
	Iteration 15Q: 3 clusters Score -157375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -157377.062500 Penalty: 747.565613
	Iteration 16Q: 3 clusters Score -157377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -157377.453125 Penalty: 747.565613
	Iteration 17Q: 3 clusters Score -157377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -157358.468750 Penalty: 747.565613
	Iteration 18Q: 3 clusters Score -157358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -157378.578125 Penalty: 747.565613
	Iteration 19Q: 3 clusters Score -157378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -156978.953125 Penalty: 747.565613
	Iteration 20F: 3 clusters Score -156979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -157424.593750 Penalty: 747.565613
	Iteration 21Q: 3 clusters Score -157424.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -157416.906250 Penalty: 747.565613
	Iteration 22Q: 3 clusters Score -157416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -157439.140625 Penalty: 747.565613
	Iteration 23Q: 3 clusters Score -157439.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -157453.718750 Penalty: 747.565613
	Iteration 24Q: 3 clusters Score -157453.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -157492.500000 Penalty: 747.565613
	Iteration 25Q: 3 clusters Score -157492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -157482.890625 Penalty: 747.565613
	Iteration 26Q: 3 clusters Score -157482.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -157526.484375 Penalty: 747.565613
	Iteration 27Q: 3 clusters Score -157526.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -157576.296875 Penalty: 747.565613
	Iteration 28Q: 3 clusters Score -157576.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -157646.265625 Penalty: 747.565613
	Iteration 29Q: 3 clusters Score -157646.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -157696.609375 Penalty: 747.565613
	Iteration 30Q: 3 clusters Score -157696.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -157720.750000 Penalty: 747.565613
	Iteration 31Q: 3 clusters Score -157720.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -157781.015625 Penalty: 747.565613
	Iteration 32Q: 3 clusters Score -157781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -157762.656250 Penalty: 747.565613
	Iteration 33Q: 3 clusters Score -157762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -157801.640625 Penalty: 747.565613
	Iteration 34Q: 3 clusters Score -157801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -157820.687500 Penalty: 747.565613
	Iteration 35Q: 3 clusters Score -157820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -157827.515625 Penalty: 747.565613
	Iteration 36Q: 3 clusters Score -157827.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -157860.250000 Penalty: 747.565613
	Iteration 37Q: 3 clusters Score -157860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -157872.531250 Penalty: 747.565613
	Iteration 38Q: 3 clusters Score -157872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -157855.109375 Penalty: 747.565613
	Iteration 39Q: 3 clusters Score -157855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -157895.250000 Penalty: 747.565613
	Iteration 40F: 3 clusters Score -157895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -157911.890625 Penalty: 747.565613
	Iteration 41Q: 3 clusters Score -157911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -157896.359375 Penalty: 747.565613
	Iteration 42Q: 3 clusters Score -157896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -157900.078125 Penalty: 747.565613
	Iteration 43Q: 3 clusters Score -157900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157906.968750 Penalty: 747.565613
	Iteration 44Q: 3 clusters Score -157907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157926.625000 Penalty: 747.565613
	Iteration 45Q: 3 clusters Score -157926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157917.328125 Penalty: 747.565613
	Iteration 46Q: 3 clusters Score -157917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157914.000000 Penalty: 747.565613
	Iteration 47Q: 3 clusters Score -157914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157837.609375 Penalty: 747.565613
	Iteration 48Q: 3 clusters Score -157837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157896.437500 Penalty: 747.565613
	Iteration 49Q: 3 clusters Score -157896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157915.906250 Penalty: 747.565613
	Iteration 50Q: 3 clusters Score -157915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157916.500000 Penalty: 747.565613
	Iteration 51Q: 3 clusters Score -157916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -157922.890625 Penalty: 747.565613
	Iteration 52Q: 3 clusters Score -157922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157865.718750 Penalty: 747.565613
	Iteration 53Q: 3 clusters Score -157865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157874.468750 Penalty: 747.565613
	Iteration 54Q: 3 clusters Score -157874.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157904.343750 Penalty: 747.565613
	Iteration 55Q: 3 clusters Score -157904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157876.406250 Penalty: 747.565613
	Iteration 56Q: 3 clusters Score -157876.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157917.640625 Penalty: 747.565613
	Iteration 57Q: 3 clusters Score -157917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -157921.234375 Penalty: 747.565613
	Iteration 58Q: 3 clusters Score -157921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157922.953125 Penalty: 747.565613
	Iteration 59Q: 3 clusters Score -157923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157870.718750 Penalty: 747.565613
	Iteration 60F: 3 clusters Score -157870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157844.500000 Penalty: 747.565613
	Iteration 61Q: 3 clusters Score -157844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157894.765625 Penalty: 747.565613
	Iteration 62Q: 3 clusters Score -157894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -157897.906250 Penalty: 747.565613
	Iteration 63Q: 3 clusters Score -157897.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -157920.468750 Penalty: 747.565613
	Iteration 64Q: 3 clusters Score -157920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157876.843750 Penalty: 747.565613
	Iteration 65Q: 3 clusters Score -157876.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -157868.937500 Penalty: 747.565613
	Iteration 66Q: 3 clusters Score -157868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -157915.187500 Penalty: 747.565613
	Iteration 67Q: 3 clusters Score -157915.2 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157839.359375 Penalty: 747.565613
	Iteration 68Q: 3 clusters Score -157839.4 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157906.843750 Penalty: 747.565613
	Iteration 69Q: 3 clusters Score -157906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157912.515625 Penalty: 747.565613
	Iteration 70Q: 3 clusters Score -157912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157915.562500 Penalty: 747.565613
	Iteration 71Q: 3 clusters Score -157915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157903.343750 Penalty: 747.565613
	Iteration 72Q: 3 clusters Score -157903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157444.734375 Penalty: 747.565613
	Iteration 73Q: 3 clusters Score -157444.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -157904.312500 Penalty: 747.565613
	Iteration 74Q: 3 clusters Score -157904.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157879.796875 Penalty: 747.565613
	Iteration 75Q: 3 clusters Score -157879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157885.296875 Penalty: 747.565613
	Iteration 76Q: 3 clusters Score -157885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
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Entering Unmasked Estep 
Score: -157919.171875 Penalty: 747.565613
	Iteration 77Q: 3 clusters Score -157919.2 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157911.234375 Penalty: 747.565613
	Iteration 78Q: 3 clusters Score -157911.2 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -157887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157906.687500 Penalty: 747.565613
	Iteration 80F: 3 clusters Score -157906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157918.953125 Penalty: 747.565613
	Iteration 81Q: 3 clusters Score -157919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -157919.6 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -157718.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -157698.343750 Penalty: 747.565613
	Iteration 84Q: 3 clusters Score -157698.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -157888.562500 Penalty: 747.565613
	Iteration 85Q: 3 clusters Score -157888.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157901.390625 Penalty: 747.565613
	Iteration 86Q: 3 clusters Score -157901.4 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157889.078125 Penalty: 747.565613
	Iteration 87Q: 3 clusters Score -157889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157918.203125 Penalty: 747.565613
	Iteration 88Q: 3 clusters Score -157918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157888.250000 Penalty: 747.565613
	Iteration 89Q: 3 clusters Score -157888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -157915.9 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -157872.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157915.625000 Penalty: 747.565613
	Iteration 92Q: 3 clusters Score -157915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -157799.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157832.968750 Penalty: 747.565613
	Iteration 94Q: 3 clusters Score -157833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -157886.125000 Penalty: 747.565613
	Iteration 95Q: 3 clusters Score -157886.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157858.000000 Penalty: 747.565613
	Iteration 96Q: 3 clusters Score -157858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -157906.984375 Penalty: 747.565613
	Iteration 97Q: 3 clusters Score -157907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157898.375000 Penalty: 747.565613
	Iteration 98Q: 3 clusters Score -157898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157897.468750 Penalty: 747.565613
	Iteration 99Q: 3 clusters Score -157897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157923.406250 Penalty: 747.565613
	Iteration 100F: 3 clusters Score -157923.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -157921.6 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157809.484375 Penalty: 747.565613
	Iteration 102Q: 3 clusters Score -157809.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157857.234375 Penalty: 747.565613
	Iteration 103Q: 3 clusters Score -157857.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
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Entering Unmasked Estep 
Score: -157904.031250 Penalty: 747.565613
	Iteration 104Q: 3 clusters Score -157904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
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Entering Unmasked Estep 
Score: -157918.296875 Penalty: 747.565613
	Iteration 105Q: 3 clusters Score -157918.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157919.781250 Penalty: 747.565613
	Iteration 106Q: 3 clusters Score -157919.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157779.015625 Penalty: 747.565613
	Iteration 107Q: 3 clusters Score -157779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -157881.234375 Penalty: 747.565613
	Iteration 108Q: 3 clusters Score -157881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -157921.984375 Penalty: 747.565613
	Iteration 109Q: 3 clusters Score -157922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -157926.828125 Penalty: 747.565613
	Iteration 110Q: 3 clusters Score -157926.8 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157910.640625 Penalty: 747.565613
	Iteration 111Q: 3 clusters Score -157910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157922.781250 Penalty: 747.565613
	Iteration 112Q: 3 clusters Score -157922.8 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157924.796875 Penalty: 747.565613
	Iteration 113Q: 3 clusters Score -157924.8 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157911.531250 Penalty: 747.565613
	Iteration 114Q: 3 clusters Score -157911.5 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157927.500000 Penalty: 747.565613
	Iteration 115Q: 3 clusters Score -157927.5 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157907.546875 Penalty: 747.565613
	Iteration 116Q: 3 clusters Score -157907.5 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157748.375000 Penalty: 747.565613
	Iteration 117Q: 3 clusters Score -157748.4 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -157918.5 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1354 members 
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Entering Unmasked Estep 
Score: -157852.718750 Penalty: 747.565613
	Iteration 119Q: 3 clusters Score -157852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157904.640625 Penalty: 747.565613
	Iteration 120F: 3 clusters Score -157904.6 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157885.203125 Penalty: 747.565613
	Iteration 121Q: 3 clusters Score -157885.2 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157839.078125 Penalty: 747.565613
	Iteration 122Q: 3 clusters Score -157839.1 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -157912.218750 Penalty: 747.565613
	Iteration 123Q: 3 clusters Score -157912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157923.500000 Penalty: 747.565613
	Iteration 124Q: 3 clusters Score -157923.5 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157922.406250 Penalty: 747.565613
	Iteration 125Q: 3 clusters Score -157922.4 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157875.593750 Penalty: 747.565613
	Iteration 126Q: 3 clusters Score -157875.6 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157922.921875 Penalty: 747.565613
	Iteration 127Q: 3 clusters Score -157922.9 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157921.031250 Penalty: 747.565613
	Iteration 128Q: 3 clusters Score -157921 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157915.531250 Penalty: 747.565613
	Iteration 129Q: 3 clusters Score -157915.5 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -157906.5 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -157918.3 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -157918.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157895.062500 Penalty: 747.565613
	Iteration 133Q: 3 clusters Score -157895.1 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157916.765625 Penalty: 747.565613
	Iteration 134Q: 3 clusters Score -157916.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157899.656250 Penalty: 747.565613
	Iteration 135Q: 3 clusters Score -157899.7 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157913.984375 Penalty: 747.565613
	Iteration 136Q: 3 clusters Score -157914 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157910.562500 Penalty: 747.565613
	Iteration 137Q: 3 clusters Score -157910.6 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157888.640625 Penalty: 747.565613
	Iteration 138Q: 3 clusters Score -157888.6 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157899.000000 Penalty: 747.565613
	Iteration 139Q: 3 clusters Score -157899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157909.421875 Penalty: 747.565613
	Iteration 140F: 3 clusters Score -157909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157914.812500 Penalty: 747.565613
	Iteration 141Q: 3 clusters Score -157914.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157873.906250 Penalty: 747.565613
	Iteration 142Q: 3 clusters Score -157873.9 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157915.734375 Penalty: 747.565613
	Iteration 143Q: 3 clusters Score -157915.7 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157920.984375 Penalty: 747.565613
	Iteration 144Q: 3 clusters Score -157921 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157908.468750 Penalty: 747.565613
	Iteration 145Q: 3 clusters Score -157908.5 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -157919.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157910.671875 Penalty: 747.565613
	Iteration 147Q: 3 clusters Score -157910.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -157908.9 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157886.125000 Penalty: 747.565613
	Iteration 149Q: 3 clusters Score -157886.1 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157897.781250 Penalty: 747.565613
	Iteration 150Q: 3 clusters Score -157897.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157905.218750 Penalty: 747.565613
	Iteration 151Q: 3 clusters Score -157905.2 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157890.593750 Penalty: 747.565613
	Iteration 152Q: 3 clusters Score -157890.6 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157907.453125 Penalty: 747.565613
	Iteration 153Q: 3 clusters Score -157907.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157920.453125 Penalty: 747.565613
	Iteration 154Q: 3 clusters Score -157920.5 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157927.937500 Penalty: 747.565613
	Iteration 155Q: 3 clusters Score -157927.9 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157814.250000 Penalty: 747.565613
	Iteration 156Q: 3 clusters Score -157814.2 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157884.687500 Penalty: 747.565613
	Iteration 157Q: 3 clusters Score -157884.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157913.250000 Penalty: 747.565613
	Iteration 158Q: 3 clusters Score -157913.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -157919.6 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157771.500000 Penalty: 747.565613
	Iteration 160F: 3 clusters Score -157771.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -157860.171875 Penalty: 747.565613
	Iteration 161Q: 3 clusters Score -157860.2 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157904.687500 Penalty: 747.565613
	Iteration 162Q: 3 clusters Score -157904.7 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157917.640625 Penalty: 747.565613
	Iteration 163Q: 3 clusters Score -157917.6 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -157913 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157888.875000 Penalty: 747.565613
	Iteration 165Q: 3 clusters Score -157888.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157876.812500 Penalty: 747.565613
	Iteration 166Q: 3 clusters Score -157876.8 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157918.359375 Penalty: 747.565613
	Iteration 167Q: 3 clusters Score -157918.4 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -157891.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -157875.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157921.359375 Penalty: 747.565613
	Iteration 170Q: 3 clusters Score -157921.4 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -157922.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -157913.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -157895 nChanged 6
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -157921.4 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157853.812500 Penalty: 747.565613
	Iteration 175Q: 3 clusters Score -157853.8 nChanged 4
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Entering Unmasked Estep 
Score: -157919.156250 Penalty: 747.565613
	Iteration 176Q: 3 clusters Score -157919.2 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -157914.2 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157880.359375 Penalty: 747.565613
	Iteration 178Q: 3 clusters Score -157880.4 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157742.781250 Penalty: 747.565613
	Iteration 179Q: 3 clusters Score -157742.8 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157882.765625 Penalty: 747.565613
	Iteration 180F: 3 clusters Score -157882.8 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -157915.6 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157852.531250 Penalty: 747.565613
	Iteration 182Q: 3 clusters Score -157852.5 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -157893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -157907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
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Entering Unmasked Estep 
Score: -157918.421875 Penalty: 747.565613
	Iteration 185Q: 3 clusters Score -157918.4 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -157914 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157879.234375 Penalty: 747.565613
	Iteration 187Q: 3 clusters Score -157879.2 nChanged 8
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -157686.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -157898.4 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157900.640625 Penalty: 747.565613
	Iteration 190Q: 3 clusters Score -157900.6 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157911.906250 Penalty: 747.565613
	Iteration 191Q: 3 clusters Score -157911.9 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157919.750000 Penalty: 747.565613
	Iteration 192Q: 3 clusters Score -157919.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -157911.9 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157883.843750 Penalty: 747.565613
	Iteration 194Q: 3 clusters Score -157883.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157912.203125 Penalty: 747.565613
	Iteration 195Q: 3 clusters Score -157912.2 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -157918.5 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -157913.7 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -157919.5 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -157917.3 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157886.078125 Penalty: 747.565613
	Iteration 200F: 3 clusters Score -157886.1 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -157903.968750 Penalty: 747.565613
	Iteration 201Q: 3 clusters Score -157904 nChanged 5
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Entering Unmasked Estep 
Score: -157909.531250 Penalty: 747.565613
	Iteration 202Q: 3 clusters Score -157909.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157922.437500 Penalty: 747.565613
	Iteration 203Q: 3 clusters Score -157922.4 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -157900.4 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157857.062500 Penalty: 747.565613
	Iteration 205Q: 3 clusters Score -157857.1 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -157917.3 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -157631.3 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157883.218750 Penalty: 747.565613
	Iteration 208Q: 3 clusters Score -157883.2 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157887.046875 Penalty: 747.565613
	Iteration 209Q: 3 clusters Score -157887 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157912.015625 Penalty: 747.565613
	Iteration 210Q: 3 clusters Score -157912 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -157902 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -157917.9 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -157924.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -157896.9 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157919.640625 Penalty: 747.565613
	Iteration 215Q: 3 clusters Score -157919.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -157897.7 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -157909.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -157757.5 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157881.812500 Penalty: 747.565613
	Iteration 219Q: 3 clusters Score -157881.8 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157803.750000 Penalty: 747.565613
	Iteration 220F: 3 clusters Score -157803.8 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -157899.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -157890.7 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -157861.8 nChanged 17
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	Iteration 224Q: 3 clusters Score -157883.2 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -157875.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -157860.2 nChanged 18
Entering Unmasked Mstep 
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	Iteration 227Q: 3 clusters Score -157865.5 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -157894 nChanged 15
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -157898.3 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -157918.9 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -157919 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157658.703125 Penalty: 747.565613
	Iteration 232Q: 3 clusters Score -157658.7 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157858.156250 Penalty: 747.565613
	Iteration 233Q: 3 clusters Score -157858.2 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157896.062500 Penalty: 747.565613
	Iteration 234Q: 3 clusters Score -157896.1 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157691.578125 Penalty: 747.565613
	Iteration 235Q: 3 clusters Score -157691.6 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -157861.500000 Penalty: 747.565613
	Iteration 236Q: 3 clusters Score -157861.5 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -157831.281250 Penalty: 747.565613
	Iteration 237Q: 3 clusters Score -157831.3 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157897.609375 Penalty: 747.565613
	Iteration 238Q: 3 clusters Score -157897.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157859.328125 Penalty: 747.565613
	Iteration 239Q: 3 clusters Score -157859.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157922.125000 Penalty: 747.565613
	Iteration 240F: 3 clusters Score -157922.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157910.234375 Penalty: 747.565613
	Iteration 241Q: 3 clusters Score -157910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157894.390625 Penalty: 747.565613
	Iteration 242Q: 3 clusters Score -157894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157855.859375 Penalty: 747.565613
	Iteration 243Q: 3 clusters Score -157855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157911.218750 Penalty: 747.565613
	Iteration 244Q: 3 clusters Score -157911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -157911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -157907.187500 Penalty: 747.565613
	Iteration 246Q: 3 clusters Score -157907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157877.062500 Penalty: 747.565613
	Iteration 247Q: 3 clusters Score -157877.1 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157775.890625 Penalty: 747.565613
	Iteration 248Q: 3 clusters Score -157775.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -157880.421875 Penalty: 747.565613
	Iteration 249Q: 3 clusters Score -157880.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -157855.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157715.531250 Penalty: 747.565613
	Iteration 251Q: 3 clusters Score -157715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -157911.640625 Penalty: 747.565613
	Iteration 252Q: 3 clusters Score -157911.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157833.453125 Penalty: 747.565613
	Iteration 253Q: 3 clusters Score -157833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157895.000000 Penalty: 747.565613
	Iteration 254Q: 3 clusters Score -157895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157919.468750 Penalty: 747.565613
	Iteration 255Q: 3 clusters Score -157919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -157918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -157878.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157924.828125 Penalty: 747.565613
	Iteration 258Q: 3 clusters Score -157924.8 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157910.250000 Penalty: 747.565613
	Iteration 259Q: 3 clusters Score -157910.2 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -157915.953125 Penalty: 747.565613
	Iteration 260F: 3 clusters Score -157916 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -157905.7 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -157849.2 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -157907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157920.546875 Penalty: 747.565613
	Iteration 264Q: 3 clusters Score -157920.5 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157926.265625 Penalty: 747.565613
	Iteration 265Q: 3 clusters Score -157926.3 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157810.656250 Penalty: 747.565613
	Iteration 266Q: 3 clusters Score -157810.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -157884.765625 Penalty: 747.565613
	Iteration 267Q: 3 clusters Score -157884.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -157910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157924.843750 Penalty: 747.565613
	Iteration 269Q: 3 clusters Score -157924.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -157929.5 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157915.125000 Penalty: 747.565613
	Iteration 271Q: 3 clusters Score -157915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -157920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157914.546875 Penalty: 747.565613
	Iteration 273Q: 3 clusters Score -157914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157921.515625 Penalty: 747.565613
	Iteration 274Q: 3 clusters Score -157921.5 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157898.468750 Penalty: 747.565613
	Iteration 275Q: 3 clusters Score -157898.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -157868.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -157918.2 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -157898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157898.140625 Penalty: 747.565613
	Iteration 279Q: 3 clusters Score -157898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157811.656250 Penalty: 747.565613
	Iteration 280F: 3 clusters Score -157811.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157843.140625 Penalty: 747.565613
	Iteration 281Q: 3 clusters Score -157843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157906.546875 Penalty: 747.565613
	Iteration 282Q: 3 clusters Score -157906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157896.937500 Penalty: 747.565613
	Iteration 283Q: 3 clusters Score -157896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157834.906250 Penalty: 747.565613
	Iteration 284Q: 3 clusters Score -157834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -157912.640625 Penalty: 747.565613
	Iteration 285Q: 3 clusters Score -157912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157922.656250 Penalty: 747.565613
	Iteration 286Q: 3 clusters Score -157922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157927.515625 Penalty: 747.565613
	Iteration 287Q: 3 clusters Score -157927.5 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157917.234375 Penalty: 747.565613
	Iteration 288Q: 3 clusters Score -157917.2 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157841.437500 Penalty: 747.565613
	Iteration 289Q: 3 clusters Score -157841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157909.453125 Penalty: 747.565613
	Iteration 290Q: 3 clusters Score -157909.5 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157905.375000 Penalty: 747.565613
	Iteration 291Q: 3 clusters Score -157905.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157850.671875 Penalty: 747.565613
	Iteration 292Q: 3 clusters Score -157850.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -157921.015625 Penalty: 747.565613
	Iteration 293Q: 3 clusters Score -157921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157909.109375 Penalty: 747.565613
	Iteration 294Q: 3 clusters Score -157909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -157850.8 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157894.046875 Penalty: 747.565613
	Iteration 296Q: 3 clusters Score -157894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157921.671875 Penalty: 747.565613
	Iteration 297Q: 3 clusters Score -157921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157858.640625 Penalty: 747.565613
	Iteration 298Q: 3 clusters Score -157858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157927.156250 Penalty: 747.565613
	Iteration 299Q: 3 clusters Score -157927.2 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157924.781250 Penalty: 747.565613
	Iteration 300F: 3 clusters Score -157924.8 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157879.046875 Penalty: 747.565613
	Iteration 301Q: 3 clusters Score -157879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157876.875000 Penalty: 747.565613
	Iteration 302Q: 3 clusters Score -157876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
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Entering Unmasked Estep 
Score: -157900.281250 Penalty: 747.565613
	Iteration 303Q: 3 clusters Score -157900.3 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157877.906250 Penalty: 747.565613
	Iteration 304Q: 3 clusters Score -157877.9 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -157898.031250 Penalty: 747.565613
	Iteration 305Q: 3 clusters Score -157898 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157923.000000 Penalty: 747.565613
	Iteration 306Q: 3 clusters Score -157923 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157904.640625 Penalty: 747.565613
	Iteration 307Q: 3 clusters Score -157904.6 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157887.187500 Penalty: 747.565613
	Iteration 308Q: 3 clusters Score -157887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157912.640625 Penalty: 747.565613
	Iteration 309Q: 3 clusters Score -157912.6 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157889.125000 Penalty: 747.565613
	Iteration 310Q: 3 clusters Score -157889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -157895.2 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157897.718750 Penalty: 747.565613
	Iteration 312Q: 3 clusters Score -157897.7 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157914.578125 Penalty: 747.565613
	Iteration 313Q: 3 clusters Score -157914.6 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157776.828125 Penalty: 747.565613
	Iteration 314Q: 3 clusters Score -157776.8 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -157896.7 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -157896.4 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157867.000000 Penalty: 747.565613
	Iteration 317Q: 3 clusters Score -157867 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157919.484375 Penalty: 747.565613
	Iteration 318Q: 3 clusters Score -157919.5 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157923.593750 Penalty: 747.565613
	Iteration 319Q: 3 clusters Score -157923.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157837.578125 Penalty: 747.565613
	Iteration 320F: 3 clusters Score -157837.6 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157901.859375 Penalty: 747.565613
	Iteration 321Q: 3 clusters Score -157901.9 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -157912.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157913.734375 Penalty: 747.565613
	Iteration 323Q: 3 clusters Score -157913.7 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157916.812500 Penalty: 747.565613
	Iteration 324Q: 3 clusters Score -157916.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157864.281250 Penalty: 747.565613
	Iteration 325Q: 3 clusters Score -157864.3 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157908.328125 Penalty: 747.565613
	Iteration 326Q: 3 clusters Score -157908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157894.968750 Penalty: 747.565613
	Iteration 327Q: 3 clusters Score -157895 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157911.031250 Penalty: 747.565613
	Iteration 328Q: 3 clusters Score -157911 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157917.640625 Penalty: 747.565613
	Iteration 329Q: 3 clusters Score -157917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157845.406250 Penalty: 747.565613
	Iteration 330Q: 3 clusters Score -157845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157917.046875 Penalty: 747.565613
	Iteration 331Q: 3 clusters Score -157917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157885.062500 Penalty: 747.565613
	Iteration 332Q: 3 clusters Score -157885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157908.625000 Penalty: 747.565613
	Iteration 333Q: 3 clusters Score -157908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157924.718750 Penalty: 747.565613
	Iteration 334Q: 3 clusters Score -157924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157903.015625 Penalty: 747.565613
	Iteration 335Q: 3 clusters Score -157903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157919.156250 Penalty: 747.565613
	Iteration 336Q: 3 clusters Score -157919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157924.078125 Penalty: 747.565613
	Iteration 337Q: 3 clusters Score -157924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157914.796875 Penalty: 747.565613
	Iteration 338Q: 3 clusters Score -157914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157883.812500 Penalty: 747.565613
	Iteration 339Q: 3 clusters Score -157883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -157909.484375 Penalty: 747.565613
	Iteration 340F: 3 clusters Score -157909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157921.343750 Penalty: 747.565613
	Iteration 341Q: 3 clusters Score -157921.3 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -157909.562500 Penalty: 747.565613
	Iteration 342Q: 3 clusters Score -157909.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -157909.671875 Penalty: 747.565613
	Iteration 343Q: 3 clusters Score -157909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157914.109375 Penalty: 747.565613
	Iteration 344Q: 3 clusters Score -157914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -157929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157916.375000 Penalty: 747.565613
	Iteration 346Q: 3 clusters Score -157916.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -157918.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -157899.8 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157911.781250 Penalty: 747.565613
	Iteration 349Q: 3 clusters Score -157911.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -157844.8 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -157865.4 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -157880.3 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -157913.5 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -157905.2 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -157917.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -157921.6 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -157907 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -157876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -157916.1 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157920.593750 Penalty: 747.565613
	Iteration 360F: 3 clusters Score -157920.6 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157914.031250 Penalty: 747.565613
	Iteration 361Q: 3 clusters Score -157914 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -157862 nChanged 2
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -157903.8 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -157911.1 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157851.140625 Penalty: 747.565613
	Iteration 365Q: 3 clusters Score -157851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157910.109375 Penalty: 747.565613
	Iteration 366Q: 3 clusters Score -157910.1 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -157923.7 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157881.187500 Penalty: 747.565613
	Iteration 368Q: 3 clusters Score -157881.2 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -157924.5 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -157912.3 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -157896.5 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -157916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -157911.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -157917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157920.046875 Penalty: 747.565613
	Iteration 375Q: 3 clusters Score -157920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -157921.3 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -157885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
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Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -157925 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157921.156250 Penalty: 747.565613
	Iteration 379Q: 3 clusters Score -157921.2 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157908.406250 Penalty: 747.565613
	Iteration 380F: 3 clusters Score -157908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -157917.7 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -157911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157907.187500 Penalty: 747.565613
	Iteration 383Q: 3 clusters Score -157907.2 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157873.078125 Penalty: 747.565613
	Iteration 384Q: 3 clusters Score -157873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -157917.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -157910.5 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -157870.8 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -157912.9 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -157914.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -157917.5 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157189.187500 Penalty: 747.565613
	Iteration 391Q: 3 clusters Score -157189.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -157886.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -157895.015625 Penalty: 747.565613
	Iteration 393Q: 3 clusters Score -157895 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -157884.6 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -157899 nChanged 3
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Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -157908.3 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -157834.7 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -157878.171875 Penalty: 747.565613
	Iteration 398Q: 3 clusters Score -157878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -157921 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157877.109375 Penalty: 747.565613
	Iteration 400F: 3 clusters Score -157877.1 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -157913.2 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -157886 nChanged 13
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Entering Unmasked Estep 
Score: -157893.968750 Penalty: 747.565613
	Iteration 403Q: 3 clusters Score -157894 nChanged 17
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	Iteration 404Q: 3 clusters Score -157897.2 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -157913.8 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -157924.2 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157922.421875 Penalty: 747.565613
	Iteration 407Q: 3 clusters Score -157922.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -157895.4 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -157879 nChanged 9
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Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -157897.8 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -157894.9 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -157904.8 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -157909.9 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157913.375000 Penalty: 747.565613
	Iteration 414Q: 3 clusters Score -157913.4 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -157906.6 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -157907.2 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157911.875000 Penalty: 747.565613
	Iteration 417Q: 3 clusters Score -157911.9 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -157909 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -157924.6 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -157914.546875 Penalty: 747.565613
	Iteration 420F: 3 clusters Score -157914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157917.562500 Penalty: 747.565613
	Iteration 421Q: 3 clusters Score -157917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157911.031250 Penalty: 747.565613
	Iteration 422Q: 3 clusters Score -157911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157878.234375 Penalty: 747.565613
	Iteration 423Q: 3 clusters Score -157878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157872.546875 Penalty: 747.565613
	Iteration 424Q: 3 clusters Score -157872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157911.609375 Penalty: 747.565613
	Iteration 425Q: 3 clusters Score -157911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157913.828125 Penalty: 747.565613
	Iteration 426Q: 3 clusters Score -157913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157888.656250 Penalty: 747.565613
	Iteration 427Q: 3 clusters Score -157888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157913.968750 Penalty: 747.565613
	Iteration 428Q: 3 clusters Score -157914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157777.765625 Penalty: 747.565613
	Iteration 429Q: 3 clusters Score -157777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -157896.656250 Penalty: 747.565613
	Iteration 430Q: 3 clusters Score -157896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157896.406250 Penalty: 747.565613
	Iteration 431Q: 3 clusters Score -157896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157867.000000 Penalty: 747.565613
	Iteration 432Q: 3 clusters Score -157867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157919.484375 Penalty: 747.565613
	Iteration 433Q: 3 clusters Score -157919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157923.593750 Penalty: 747.565613
	Iteration 434Q: 3 clusters Score -157923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157838.281250 Penalty: 747.565613
	Iteration 435Q: 3 clusters Score -157838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -157926.203125 Penalty: 747.565613
	Iteration 436Q: 3 clusters Score -157926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157908.625000 Penalty: 747.565613
	Iteration 437Q: 3 clusters Score -157908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157866.625000 Penalty: 747.565613
	Iteration 438Q: 3 clusters Score -157866.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -157920.281250 Penalty: 747.565613
	Iteration 439Q: 3 clusters Score -157920.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157894.968750 Penalty: 747.565613
	Iteration 440F: 3 clusters Score -157895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -157911.031250 Penalty: 747.565613
	Iteration 441Q: 3 clusters Score -157911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157917.640625 Penalty: 747.565613
	Iteration 442Q: 3 clusters Score -157917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -157845.406250 Penalty: 747.565613
	Iteration 443Q: 3 clusters Score -157845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157917.046875 Penalty: 747.565613
	Iteration 444Q: 3 clusters Score -157917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157885.062500 Penalty: 747.565613
	Iteration 445Q: 3 clusters Score -157885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157908.625000 Penalty: 747.565613
	Iteration 446Q: 3 clusters Score -157908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157924.718750 Penalty: 747.565613
	Iteration 447Q: 3 clusters Score -157924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157903.015625 Penalty: 747.565613
	Iteration 448Q: 3 clusters Score -157903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157919.156250 Penalty: 747.565613
	Iteration 449Q: 3 clusters Score -157919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157924.078125 Penalty: 747.565613
	Iteration 450Q: 3 clusters Score -157924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157914.796875 Penalty: 747.565613
	Iteration 451Q: 3 clusters Score -157914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157883.812500 Penalty: 747.565613
	Iteration 452Q: 3 clusters Score -157883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -157909.218750 Penalty: 747.565613
	Iteration 453Q: 3 clusters Score -157909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -157905.812500 Penalty: 747.565613
	Iteration 454Q: 3 clusters Score -157905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -157907.140625 Penalty: 747.565613
	Iteration 455Q: 3 clusters Score -157907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -157885.031250 Penalty: 747.565613
	Iteration 456Q: 3 clusters Score -157885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157904.578125 Penalty: 747.565613
	Iteration 457Q: 3 clusters Score -157904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157778.343750 Penalty: 747.565613
	Iteration 458Q: 3 clusters Score -157778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -157891.046875 Penalty: 747.565613
	Iteration 459Q: 3 clusters Score -157891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157915.093750 Penalty: 747.565613
	Iteration 460F: 3 clusters Score -157915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157926.046875 Penalty: 747.565613
	Iteration 461Q: 3 clusters Score -157926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157909.187500 Penalty: 747.565613
	Iteration 462Q: 3 clusters Score -157909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -157925.546875 Penalty: 747.565613
	Iteration 463Q: 3 clusters Score -157925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157915.578125 Penalty: 747.565613
	Iteration 464Q: 3 clusters Score -157915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157911.578125 Penalty: 747.565613
	Iteration 465Q: 3 clusters Score -157911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157902.921875 Penalty: 747.565613
	Iteration 466Q: 3 clusters Score -157902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157875.015625 Penalty: 747.565613
	Iteration 467Q: 3 clusters Score -157875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157896.406250 Penalty: 747.565613
	Iteration 468Q: 3 clusters Score -157896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157891.500000 Penalty: 747.565613
	Iteration 469Q: 3 clusters Score -157891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157855.734375 Penalty: 747.565613
	Iteration 470Q: 3 clusters Score -157855.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157824.062500 Penalty: 747.565613
	Iteration 471Q: 3 clusters Score -157824.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -157900.843750 Penalty: 747.565613
	Iteration 472Q: 3 clusters Score -157900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -157886.468750 Penalty: 747.565613
	Iteration 473Q: 3 clusters Score -157886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -157910.109375 Penalty: 747.565613
	Iteration 474Q: 3 clusters Score -157910.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157918.125000 Penalty: 747.565613
	Iteration 475Q: 3 clusters Score -157918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157917.062500 Penalty: 747.565613
	Iteration 476Q: 3 clusters Score -157917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157898.093750 Penalty: 747.565613
	Iteration 477Q: 3 clusters Score -157898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -157905.484375 Penalty: 747.565613
	Iteration 478Q: 3 clusters Score -157905.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157926.515625 Penalty: 747.565613
	Iteration 479Q: 3 clusters Score -157926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157922.312500 Penalty: 747.565613
	Iteration 480F: 3 clusters Score -157922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157917.906250 Penalty: 747.565613
	Iteration 481Q: 3 clusters Score -157917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157928.390625 Penalty: 747.565613
	Iteration 482Q: 3 clusters Score -157928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157911.109375 Penalty: 747.565613
	Iteration 483Q: 3 clusters Score -157911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157920.890625 Penalty: 747.565613
	Iteration 484Q: 3 clusters Score -157920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -157925.875000 Penalty: 747.565613
	Iteration 485Q: 3 clusters Score -157925.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -157920.796875 Penalty: 747.565613
	Iteration 486Q: 3 clusters Score -157920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157909.453125 Penalty: 747.565613
	Iteration 487Q: 3 clusters Score -157909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157846.953125 Penalty: 747.565613
	Iteration 488Q: 3 clusters Score -157847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -157926.218750 Penalty: 747.565613
	Iteration 489Q: 3 clusters Score -157926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157925.203125 Penalty: 747.565613
	Iteration 490Q: 3 clusters Score -157925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -157900.312500 Penalty: 747.565613
	Iteration 491Q: 3 clusters Score -157900.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -157900.531250 Penalty: 747.565613
	Iteration 492Q: 3 clusters Score -157900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157921.781250 Penalty: 747.565613
	Iteration 493Q: 3 clusters Score -157921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157920.562500 Penalty: 747.565613
	Iteration 494Q: 3 clusters Score -157920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157889.187500 Penalty: 747.565613
	Iteration 495Q: 3 clusters Score -157889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -157923.078125 Penalty: 747.565613
	Iteration 496Q: 3 clusters Score -157923.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157910.734375 Penalty: 747.565613
	Iteration 497Q: 3 clusters Score -157910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -157910.140625 Penalty: 747.565613
	Iteration 498Q: 3 clusters Score -157910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -157911.531250 Penalty: 747.565613
	Iteration 499Q: 3 clusters Score -157911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157922.984375 Penalty: 747.565613
	Iteration 500F: 3 clusters Score -157923 nChanged 5
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 73316 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 110507 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 140177 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 127233 members 
Mstep: Class 30 contains 2345 members 
Entering Unmasked Estep 
Score: -58124768.000000 Penalty: 18880.730469
Splitting cluster 19 changes total score from -58057128.000000 to -58124768.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 169607 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 24287 members 
Mstep: Class 17 contains 73316 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58132748.000000 Penalty: 18880.730469
Iteration 39Q: 31 clusters Score -5.813275e+07 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16801 members 
Mstep: Class 3 contains 91671 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 170151 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 14819 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 24143 members 
Mstep: Class 17 contains 73317 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 187318 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 109544 members 
Mstep: Class 24 contains 667 members 
Mstep: Class 25 contains 140472 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 126102 members 
Mstep: Class 30 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58140800.000000 Penalty: 18880.730469
Iteration 40F: 31 clusters Score -5.81408e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 18127 members 
Mstep: Class 3 contains 94248 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 168233 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 23337 members 
Mstep: Class 17 contains 73227 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 185464 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 108841 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 140933 members 
Mstep: Class 26 contains 1423 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 4995 members 
Mstep: Class 29 contains 125637 members 
Mstep: Class 30 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58144696.000000 Penalty: 18880.730469
Iteration 41Q: 31 clusters Score -5.81447e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 19478 members 
Mstep: Class 3 contains 97062 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 5289 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165998 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 15168 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 22637 members 
Mstep: Class 17 contains 73201 members 
Mstep: Class 18 contains 6255 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 183623 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 4458 members 
Mstep: Class 23 contains 108302 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 140948 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 5108 members 
Mstep: Class 29 contains 125269 members 
Mstep: Class 30 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58146860.000000 Penalty: 18880.730469
Iteration 42Q: 31 clusters Score -5.814686e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 20897 members 
Mstep: Class 3 contains 100015 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 163605 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 73186 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 181798 members 
Mstep: Class 21 contains 1594 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107821 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 140708 members 
Mstep: Class 26 contains 1545 members 
Mstep: Class 27 contains 757 members 
Mstep: Class 28 contains 5168 members 
Mstep: Class 29 contains 124995 members 
Mstep: Class 30 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58148148.000000 Penalty: 18880.730469
Iteration 43Q: 31 clusters Score -5.814815e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 22315 members 
Mstep: Class 3 contains 102901 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 161262 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 21388 members 
Mstep: Class 17 contains 73176 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 179996 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107399 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 140295 members 
Mstep: Class 26 contains 1555 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 5221 members 
Mstep: Class 29 contains 124825 members 
Mstep: Class 30 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58150184.000000 Penalty: 18880.730469
Iteration 44Q: 31 clusters Score -5.815018e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 23714 members 
Mstep: Class 3 contains 105887 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 158750 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 20854 members 
Mstep: Class 17 contains 73165 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 178226 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107165 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 139722 members 
Mstep: Class 26 contains 1551 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 5259 members 
Mstep: Class 29 contains 124612 members 
Mstep: Class 30 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58151312.000000 Penalty: 18880.730469
Iteration 45Q: 31 clusters Score -5.815131e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 25172 members 
Mstep: Class 3 contains 108954 members 
Mstep: Class 4 contains 7448 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 156187 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 20320 members 
Mstep: Class 17 contains 73149 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 176478 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 106984 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 139052 members 
Mstep: Class 26 contains 1547 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 5295 members 
Mstep: Class 29 contains 124433 members 
Mstep: Class 30 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58152412.000000 Penalty: 18880.730469
Iteration 46Q: 31 clusters Score -5.815241e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 26616 members 
Mstep: Class 3 contains 112635 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 152918 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 15984 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 19791 members 
Mstep: Class 17 contains 73130 members 
Mstep: Class 18 contains 9251 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 174709 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 106971 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 138335 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 124311 members 
Mstep: Class 30 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58152648.000000 Penalty: 18880.730469
Iteration 47Q: 31 clusters Score -5.815265e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 28049 members 
Mstep: Class 3 contains 117671 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 8927 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 147999 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 16070 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 19339 members 
Mstep: Class 17 contains 73115 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 173007 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107038 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 137560 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 124225 members 
Mstep: Class 30 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58152428.000000 Penalty: 18880.730469
Iteration 48Q: 31 clusters Score -5.815243e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 29462 members 
Mstep: Class 3 contains 124456 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 8934 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 141044 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16144 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 73106 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 171313 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107276 members 
Mstep: Class 24 contains 669 members 
Mstep: Class 25 contains 136709 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 124138 members 
Mstep: Class 30 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58151012.000000 Penalty: 18880.730469
Iteration 49Q: 31 clusters Score -5.815101e+07 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 30813 members 
Mstep: Class 3 contains 133542 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 8965 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 131519 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 18599 members 
Mstep: Class 17 contains 73096 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 169681 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107577 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 135747 members 
Mstep: Class 26 contains 1536 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 124058 members 
Mstep: Class 30 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58149216.000000 Penalty: 18880.730469
Iteration 50Q: 31 clusters Score -5.814922e+07 nChanged 18626
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 32119 members 
Mstep: Class 3 contains 144573 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 119712 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 18384 members 
Mstep: Class 17 contains 73081 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 168073 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 107926 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 134779 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 741 members 
Mstep: Class 28 contains 5407 members 
Mstep: Class 29 contains 124009 members 
Mstep: Class 30 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58147908.000000 Penalty: 18880.730469
Iteration 51Q: 31 clusters Score -5.814791e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 33289 members 
Mstep: Class 3 contains 156616 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 9034 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 106717 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 16313 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 73068 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 166489 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 108311 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 133850 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 735 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 124076 members 
Mstep: Class 30 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58147124.000000 Penalty: 18880.730469
Iteration 52Q: 31 clusters Score -5.814712e+07 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 34378 members 
Mstep: Class 3 contains 167344 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 9063 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 94928 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 16355 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 18275 members 
Mstep: Class 17 contains 73053 members 
Mstep: Class 18 contains 12014 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 164965 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 108762 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 132942 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 124169 members 
Mstep: Class 30 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58143648.000000 Penalty: 18880.730469
Iteration 53Q: 31 clusters Score -5.814365e+07 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 35449 members 
Mstep: Class 3 contains 174971 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 9082 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 86130 members 
Mstep: Class 12 contains 3224 members 
Mstep: Class 13 contains 16390 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 18335 members 
Mstep: Class 17 contains 73031 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 163536 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 109175 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 132062 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 5475 members 
Mstep: Class 29 contains 124293 members 
Mstep: Class 30 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58139036.000000 Penalty: 18880.730469
Iteration 54Q: 31 clusters Score -5.813904e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 36513 members 
Mstep: Class 3 contains 179783 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 80073 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 16423 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 18424 members 
Mstep: Class 17 contains 73019 members 
Mstep: Class 18 contains 12779 members 
Mstep: Class 19 contains 1473 members 
Mstep: Class 20 contains 162257 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 109469 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 131216 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 5490 members 
Mstep: Class 29 contains 124426 members 
Mstep: Class 30 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58135660.000000 Penalty: 18880.730469
Iteration 55Q: 31 clusters Score -5.813566e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 37571 members 
Mstep: Class 3 contains 183252 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 75143 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 16450 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 18573 members 
Mstep: Class 17 contains 73003 members 
Mstep: Class 18 contains 13139 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 161023 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 109748 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 130448 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 713 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 124510 members 
Mstep: Class 30 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 31 clusters Score -5.813346e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 38636 members 
Mstep: Class 3 contains 185605 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 71116 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 16472 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 18797 members 
Mstep: Class 17 contains 72983 members 
Mstep: Class 18 contains 13480 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 159794 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110016 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 129689 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 5524 members 
Mstep: Class 29 contains 124637 members 
Mstep: Class 30 contains 1942 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -5.813178e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 39669 members 
Mstep: Class 3 contains 187141 members 
Mstep: Class 4 contains 10284 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 9118 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 67827 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 18974 members 
Mstep: Class 17 contains 72969 members 
Mstep: Class 18 contains 13791 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110272 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 128970 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 5535 members 
Mstep: Class 29 contains 124727 members 
Mstep: Class 30 contains 1939 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -5.813036e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 188033 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 65102 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 16505 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 72955 members 
Mstep: Class 18 contains 14112 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 157492 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110551 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 128278 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 714 members 
Mstep: Class 28 contains 5542 members 
Mstep: Class 29 contains 124825 members 
Mstep: Class 30 contains 1939 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -5.812954e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 41697 members 
Mstep: Class 3 contains 188335 members 
Mstep: Class 4 contains 10406 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 16519 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 19296 members 
Mstep: Class 17 contains 72946 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 156394 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110754 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 127666 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 714 members 
Mstep: Class 28 contains 5545 members 
Mstep: Class 29 contains 124940 members 
Mstep: Class 30 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58141712.000000 Penalty: 18880.730469
Iteration 60F: 31 clusters Score -5.814171e+07 nChanged 26087
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 43237 members 
Mstep: Class 3 contains 205392 members 
Mstep: Class 4 contains 10779 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 9126 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 43545 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 16522 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 19442 members 
Mstep: Class 17 contains 72941 members 
Mstep: Class 18 contains 14707 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 155073 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110706 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 126854 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 5545 members 
Mstep: Class 29 contains 124836 members 
Mstep: Class 30 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58141116.000000 Penalty: 18880.730469
Iteration 61Q: 31 clusters Score -5.814112e+07 nChanged 25439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 44772 members 
Mstep: Class 3 contains 220784 members 
Mstep: Class 4 contains 11161 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 9132 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 25714 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 13 contains 16529 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 19717 members 
Mstep: Class 17 contains 72935 members 
Mstep: Class 18 contains 15030 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 153721 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110740 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 126028 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 725 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 124653 members 
Mstep: Class 30 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58138812.000000 Penalty: 18880.730469
Iteration 62Q: 31 clusters Score -5.813881e+07 nChanged 19740
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 46268 members 
Mstep: Class 3 contains 230565 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 13559 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 20299 members 
Mstep: Class 17 contains 72927 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 152458 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110811 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 125195 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 730 members 
Mstep: Class 28 contains 5549 members 
Mstep: Class 29 contains 124461 members 
Mstep: Class 30 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134696.000000 Penalty: 18880.730469
Iteration 63Q: 31 clusters Score -5.81347e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 47695 members 
Mstep: Class 3 contains 233827 members 
Mstep: Class 4 contains 11891 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 8315 members 
Mstep: Class 12 contains 3869 members 
Mstep: Class 13 contains 16576 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 20883 members 
Mstep: Class 17 contains 72921 members 
Mstep: Class 18 contains 15525 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 151326 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110854 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 124409 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 5542 members 
Mstep: Class 29 contains 124240 members 
Mstep: Class 30 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133632.000000 Penalty: 18880.730469
Iteration 64Q: 31 clusters Score -5.813363e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 49032 members 
Mstep: Class 3 contains 234217 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 21398 members 
Mstep: Class 17 contains 72913 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 150314 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110863 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 123673 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 737 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 124002 members 
Mstep: Class 30 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133840.000000 Penalty: 18880.730469
Iteration 65Q: 31 clusters Score -5.813384e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 233487 members 
Mstep: Class 4 contains 12629 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 16608 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 21877 members 
Mstep: Class 17 contains 72903 members 
Mstep: Class 18 contains 15905 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 149352 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 110933 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 122972 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 741 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 123738 members 
Mstep: Class 30 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134992.000000 Penalty: 18880.730469
Iteration 66Q: 31 clusters Score -5.813499e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 51494 members 
Mstep: Class 3 contains 232155 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 9210 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 16631 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 72893 members 
Mstep: Class 18 contains 16020 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 148454 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111035 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 122305 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 744 members 
Mstep: Class 28 contains 5542 members 
Mstep: Class 29 contains 123444 members 
Mstep: Class 30 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58136644.000000 Penalty: 18880.730469
Iteration 67Q: 31 clusters Score -5.813664e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 52700 members 
Mstep: Class 3 contains 230344 members 
Mstep: Class 4 contains 13283 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 9221 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 3886 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 13 contains 16646 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 22793 members 
Mstep: Class 17 contains 72884 members 
Mstep: Class 18 contains 16107 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 147597 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111145 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 121646 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 747 members 
Mstep: Class 28 contains 5546 members 
Mstep: Class 29 contains 123140 members 
Mstep: Class 30 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58138476.000000 Penalty: 18880.730469
Iteration 68Q: 31 clusters Score -5.813848e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 53830 members 
Mstep: Class 3 contains 228225 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 23170 members 
Mstep: Class 17 contains 72877 members 
Mstep: Class 18 contains 16189 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 146855 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111200 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 121027 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 5551 members 
Mstep: Class 29 contains 122882 members 
Mstep: Class 30 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58140540.000000 Penalty: 18880.730469
Iteration 69Q: 31 clusters Score -5.814054e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 54932 members 
Mstep: Class 3 contains 225877 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 1193 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 23536 members 
Mstep: Class 17 contains 72869 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 146137 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111286 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 120379 members 
Mstep: Class 26 contains 1537 members 
Mstep: Class 27 contains 751 members 
Mstep: Class 28 contains 5554 members 
Mstep: Class 29 contains 122628 members 
Mstep: Class 30 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58142252.000000 Penalty: 18880.730469
Iteration 70Q: 31 clusters Score -5.814225e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 56025 members 
Mstep: Class 3 contains 223383 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 23839 members 
Mstep: Class 17 contains 72859 members 
Mstep: Class 18 contains 16313 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 145478 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111417 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 119719 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 755 members 
Mstep: Class 28 contains 5553 members 
Mstep: Class 29 contains 122363 members 
Mstep: Class 30 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58144664.000000 Penalty: 18880.730469
Iteration 71Q: 31 clusters Score -5.814466e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 57170 members 
Mstep: Class 3 contains 220857 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 5155 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 24067 members 
Mstep: Class 17 contains 72856 members 
Mstep: Class 18 contains 16354 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 144894 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111542 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 118960 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 757 members 
Mstep: Class 28 contains 5560 members 
Mstep: Class 29 contains 122099 members 
Mstep: Class 30 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58146732.000000 Penalty: 18880.730469
Iteration 72Q: 31 clusters Score -5.814673e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 58302 members 
Mstep: Class 3 contains 218395 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 24212 members 
Mstep: Class 17 contains 72850 members 
Mstep: Class 18 contains 16371 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 144352 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111667 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 118260 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 5560 members 
Mstep: Class 29 contains 121815 members 
Mstep: Class 30 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58148604.000000 Penalty: 18880.730469
Iteration 73Q: 31 clusters Score -5.81486e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 59341 members 
Mstep: Class 3 contains 215930 members 
Mstep: Class 4 contains 14458 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 9357 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 24269 members 
Mstep: Class 17 contains 72844 members 
Mstep: Class 18 contains 16364 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 143816 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111794 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 117623 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 121577 members 
Mstep: Class 30 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58150592.000000 Penalty: 18880.730469
Iteration 74Q: 31 clusters Score -5.815059e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 60302 members 
Mstep: Class 3 contains 213492 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 24259 members 
Mstep: Class 17 contains 72839 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 143354 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111908 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 117041 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 760 members 
Mstep: Class 28 contains 5556 members 
Mstep: Class 29 contains 121341 members 
Mstep: Class 30 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58152248.000000 Penalty: 18880.730469
Iteration 75Q: 31 clusters Score -5.815225e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 61205 members 
Mstep: Class 3 contains 210997 members 
Mstep: Class 4 contains 14671 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 72834 members 
Mstep: Class 18 contains 16325 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 142983 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 111962 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 116509 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 5554 members 
Mstep: Class 29 contains 121104 members 
Mstep: Class 30 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58153592.000000 Penalty: 18880.730469
Iteration 76Q: 31 clusters Score -5.815359e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 62064 members 
Mstep: Class 3 contains 208449 members 
Mstep: Class 4 contains 14778 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 16634 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 24001 members 
Mstep: Class 17 contains 72828 members 
Mstep: Class 18 contains 16283 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 142577 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112091 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 115939 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 5558 members 
Mstep: Class 29 contains 120941 members 
Mstep: Class 30 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58154920.000000 Penalty: 18880.730469
Iteration 77Q: 31 clusters Score -5.815492e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 62894 members 
Mstep: Class 3 contains 205902 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 9435 members 
Mstep: Class 7 contains 1089 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 16623 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 23726 members 
Mstep: Class 17 contains 72825 members 
Mstep: Class 18 contains 16238 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 142295 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112169 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 115379 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120734 members 
Mstep: Class 30 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58155964.000000 Penalty: 18880.730469
Iteration 78Q: 31 clusters Score -5.815596e+07 nChanged 5477
Entering ConstructFrom: 
Score: -58155964.000000 Penalty: 18880.730469
Entering ConstructFrom: 
Trying to split cluster 1 (65147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Entering Unmasked Estep 
Score: -3947681.000000 Penalty: 504.340240
	Iteration 0F: 2 clusters Score -3947681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3903977.000000 Penalty: 1008.680481
	Iteration 0F: 3 clusters Score -3903977 nChanged 31579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3922402.000000 Penalty: 1008.680481
	Iteration 1F: 3 clusters Score -3922402 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -3923801.500000 Penalty: 1008.680481
	Iteration 2Q: 3 clusters Score -3923802 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3926202.750000 Penalty: 1008.680481
	Iteration 3Q: 3 clusters Score -3926203 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3929768.500000 Penalty: 1008.680481
	Iteration 4F: 3 clusters Score -3929768 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3934156.250000 Penalty: 1008.680481
	Iteration 5F: 3 clusters Score -3934156 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3938211.000000 Penalty: 1008.680481
	Iteration 6F: 3 clusters Score -3938211 nChanged 4054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3940698 nChanged 2735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3941756 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3942266 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3942653.750000 Penalty: 1008.680481
	Iteration 10Q: 3 clusters Score -3942654 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3943039 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3943388 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3943804 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3944221 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3944655.750000 Penalty: 1008.680481
	Iteration 15Q: 3 clusters Score -3944656 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3945048 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3945340 nChanged 974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3945615.250000 Penalty: 1008.680481
	Iteration 18Q: 3 clusters Score -3945615 nChanged 840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3945828 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3946070 nChanged 729
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Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3946244.000000 Penalty: 1008.680481
	Iteration 21Q: 3 clusters Score -3946244 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3946362 nChanged 668
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3946496.250000 Penalty: 1008.680481
	Iteration 23Q: 3 clusters Score -3946496 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3946599 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -3946685.500000 Penalty: 1008.680481
	Iteration 25Q: 3 clusters Score -3946686 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3946768 nChanged 554
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Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3946845 nChanged 567
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Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3946917 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3947020 nChanged 602
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Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3947088 nChanged 554
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Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -3947150.250000 Penalty: 1008.680481
	Iteration 31Q: 3 clusters Score -3947150 nChanged 510
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Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3947206 nChanged 475
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Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -3947266.750000 Penalty: 1008.680481
	Iteration 33Q: 3 clusters Score -3947267 nChanged 471
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Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3947307 nChanged 459
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Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3947322 nChanged 474
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Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3947394 nChanged 464
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Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3947454 nChanged 495
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Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3947494 nChanged 492
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Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -3947510.000000 Penalty: 1008.680481
	Iteration 39Q: 3 clusters Score -3947510 nChanged 518
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Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -3947554.500000 Penalty: 1008.680481
	Iteration 40F: 3 clusters Score -3947554 nChanged 515
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Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3947624 nChanged 470
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Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3947662 nChanged 427
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Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3947704 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3947740 nChanged 441
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Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3947774 nChanged 438
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3947834 nChanged 437
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Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3947876 nChanged 425
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Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3947924 nChanged 404
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Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3947940 nChanged 404
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Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3948000 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3948031 nChanged 413
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Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3948066 nChanged 414
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Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3948093 nChanged 440
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Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3948144 nChanged 419
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Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3948187 nChanged 420
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Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -3948230.250000 Penalty: 1008.680481
	Iteration 56Q: 3 clusters Score -3948230 nChanged 387
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Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3948242 nChanged 377
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Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3948294 nChanged 368
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Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -3948324.500000 Penalty: 1008.680481
	Iteration 59Q: 3 clusters Score -3948324 nChanged 348
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Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -3948383.000000 Penalty: 1008.680481
	Iteration 60F: 3 clusters Score -3948383 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3948422 nChanged 350
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Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3948461 nChanged 341
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3948497 nChanged 300
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Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3948519 nChanged 257
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Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3948531 nChanged 217
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Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3948524 nChanged 210
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Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3948545 nChanged 196
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Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3948569 nChanged 204
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Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3948581 nChanged 200
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Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3948590 nChanged 193
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Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3948601 nChanged 178
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3948613 nChanged 146
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Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3948620 nChanged 137
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3948625 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -3948644.000000 Penalty: 1008.680481
	Iteration 75Q: 3 clusters Score -3948644 nChanged 131
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3948651 nChanged 123
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Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3948651 nChanged 103
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3948664 nChanged 115
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Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3948661 nChanged 130
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -3948673.750000 Penalty: 1008.680481
	Iteration 80F: 3 clusters Score -3948674 nChanged 133
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3948676 nChanged 137
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Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3948687 nChanged 151
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Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3948684 nChanged 152
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Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3948706 nChanged 180
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Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3948725 nChanged 183
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Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3948750 nChanged 196
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Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3948764 nChanged 186
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3948780 nChanged 158
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Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3948799 nChanged 163
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Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3948816 nChanged 165
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3948815 nChanged 149
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Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3948830 nChanged 163
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Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3948824 nChanged 166
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3948846 nChanged 169
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Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3948868 nChanged 162
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Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3948881 nChanged 162
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Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3948889 nChanged 162
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Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -3948919.500000 Penalty: 1008.680481
	Iteration 98Q: 3 clusters Score -3948920 nChanged 160
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Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3948926 nChanged 144
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Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -3948942.500000 Penalty: 1008.680481
	Iteration 100F: 3 clusters Score -3948942 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -3948955.750000 Penalty: 1008.680481
	Iteration 101Q: 3 clusters Score -3948956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -3948959.000000 Penalty: 1008.680481
	Iteration 102Q: 3 clusters Score -3948959 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -3948968.250000 Penalty: 1008.680481
	Iteration 103Q: 3 clusters Score -3948968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -3948975.250000 Penalty: 1008.680481
	Iteration 104Q: 3 clusters Score -3948975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -3948991.250000 Penalty: 1008.680481
	Iteration 105Q: 3 clusters Score -3948991 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -3948996.500000 Penalty: 1008.680481
	Iteration 106Q: 3 clusters Score -3948996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -3948998.250000 Penalty: 1008.680481
	Iteration 107Q: 3 clusters Score -3948998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -3949011.000000 Penalty: 1008.680481
	Iteration 108Q: 3 clusters Score -3949011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -3949010.000000 Penalty: 1008.680481
	Iteration 109Q: 3 clusters Score -3949010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -3949017.000000 Penalty: 1008.680481
	Iteration 110Q: 3 clusters Score -3949017 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -3949019.500000 Penalty: 1008.680481
	Iteration 111Q: 3 clusters Score -3949020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -3949018.000000 Penalty: 1008.680481
	Iteration 112Q: 3 clusters Score -3949018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -3949018.750000 Penalty: 1008.680481
	Iteration 113Q: 3 clusters Score -3949019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -3949048.250000 Penalty: 1008.680481
	Iteration 114Q: 3 clusters Score -3949048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -3949057.500000 Penalty: 1008.680481
	Iteration 115Q: 3 clusters Score -3949058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -3949063.500000 Penalty: 1008.680481
	Iteration 116Q: 3 clusters Score -3949064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -3949069.750000 Penalty: 1008.680481
	Iteration 117Q: 3 clusters Score -3949070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -3949075.000000 Penalty: 1008.680481
	Iteration 118Q: 3 clusters Score -3949075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -3949061.000000 Penalty: 1008.680481
	Iteration 119Q: 3 clusters Score -3949061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -3949049.000000 Penalty: 1008.680481
	Iteration 120F: 3 clusters Score -3949049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -3949060.750000 Penalty: 1008.680481
	Iteration 121Q: 3 clusters Score -3949061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -3949072.750000 Penalty: 1008.680481
	Iteration 122Q: 3 clusters Score -3949073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -3949070.500000 Penalty: 1008.680481
	Iteration 123Q: 3 clusters Score -3949070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -3949075.500000 Penalty: 1008.680481
	Iteration 124Q: 3 clusters Score -3949076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -3949076.500000 Penalty: 1008.680481
	Iteration 125Q: 3 clusters Score -3949076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -3949093.750000 Penalty: 1008.680481
	Iteration 126Q: 3 clusters Score -3949094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -3949090.000000 Penalty: 1008.680481
	Iteration 127Q: 3 clusters Score -3949090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -3949094.250000 Penalty: 1008.680481
	Iteration 128Q: 3 clusters Score -3949094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -3949095.000000 Penalty: 1008.680481
	Iteration 129Q: 3 clusters Score -3949095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -3949093.750000 Penalty: 1008.680481
	Iteration 130Q: 3 clusters Score -3949094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -3949091.750000 Penalty: 1008.680481
	Iteration 131Q: 3 clusters Score -3949092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -3949096.000000 Penalty: 1008.680481
	Iteration 132Q: 3 clusters Score -3949096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -3949094.000000 Penalty: 1008.680481
	Iteration 133Q: 3 clusters Score -3949094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -3949091.500000 Penalty: 1008.680481
	Iteration 134Q: 3 clusters Score -3949092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -3949091.500000 Penalty: 1008.680481
	Iteration 135Q: 3 clusters Score -3949092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -3949092.500000 Penalty: 1008.680481
	Iteration 136Q: 3 clusters Score -3949092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -3949099.000000 Penalty: 1008.680481
	Iteration 137Q: 3 clusters Score -3949099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -3949099.750000 Penalty: 1008.680481
	Iteration 138Q: 3 clusters Score -3949100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -3949099.250000 Penalty: 1008.680481
	Iteration 139Q: 3 clusters Score -3949099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -3949094.000000 Penalty: 1008.680481
	Iteration 140F: 3 clusters Score -3949094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -3949093.750000 Penalty: 1008.680481
	Iteration 141Q: 3 clusters Score -3949094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -3949094.500000 Penalty: 1008.680481
	Iteration 142Q: 3 clusters Score -3949094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -3949093.000000 Penalty: 1008.680481
	Iteration 143Q: 3 clusters Score -3949093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -3949093.000000 Penalty: 1008.680481
	Iteration 144Q: 3 clusters Score -3949093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -3949095.250000 Penalty: 1008.680481
	Iteration 145Q: 3 clusters Score -3949095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -3949095.250000 Penalty: 1008.680481
	Iteration 146F: 3 clusters Score -3949095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Entering Unmasked Estep 
Score: -58157104.000000 Penalty: 19510.087891
Splitting cluster 1 changes total score from -58155964.000000 to -58157104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (63725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Entering Unmasked Estep 
Score: -3884069.000000 Penalty: 503.336121
	Iteration 0F: 2 clusters Score -3884069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3841087.750000 Penalty: 1006.672241
	Iteration 0F: 3 clusters Score -3841088 nChanged 31032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3859437.500000 Penalty: 1006.672241
	Iteration 1F: 3 clusters Score -3859438 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -3860306.500000 Penalty: 1006.672241
	Iteration 2Q: 3 clusters Score -3860306 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3861560.500000 Penalty: 1006.672241
	Iteration 3Q: 3 clusters Score -3861560 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -3863437.000000 Penalty: 1006.672241
	Iteration 4F: 3 clusters Score -3863437 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3866183.750000 Penalty: 1006.672241
	Iteration 5F: 3 clusters Score -3866184 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -3869643.250000 Penalty: 1006.672241
	Iteration 6F: 3 clusters Score -3869643 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -3872417.500000 Penalty: 1006.672241
	Iteration 7F: 3 clusters Score -3872418 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -3873716.250000 Penalty: 1006.672241
	Iteration 8Q: 3 clusters Score -3873716 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -3874334.750000 Penalty: 1006.672241
	Iteration 9Q: 3 clusters Score -3874335 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -3874764.750000 Penalty: 1006.672241
	Iteration 10Q: 3 clusters Score -3874765 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -3875178.250000 Penalty: 1006.672241
	Iteration 11Q: 3 clusters Score -3875178 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -3875610.250000 Penalty: 1006.672241
	Iteration 12Q: 3 clusters Score -3875610 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -3876104.000000 Penalty: 1006.672241
	Iteration 13Q: 3 clusters Score -3876104 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -3876615.750000 Penalty: 1006.672241
	Iteration 14Q: 3 clusters Score -3876616 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -3877155.000000 Penalty: 1006.672241
	Iteration 15Q: 3 clusters Score -3877155 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -3877735.250000 Penalty: 1006.672241
	Iteration 16Q: 3 clusters Score -3877735 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -3878367.000000 Penalty: 1006.672241
	Iteration 17Q: 3 clusters Score -3878367 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -3879022.500000 Penalty: 1006.672241
	Iteration 18Q: 3 clusters Score -3879022 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -3879630.000000 Penalty: 1006.672241
	Iteration 19Q: 3 clusters Score -3879630 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -3880186.000000 Penalty: 1006.672241
	Iteration 20F: 3 clusters Score -3880186 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -3880738.500000 Penalty: 1006.672241
	Iteration 21Q: 3 clusters Score -3880738 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -3881271.500000 Penalty: 1006.672241
	Iteration 22Q: 3 clusters Score -3881272 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -3881742.000000 Penalty: 1006.672241
	Iteration 23Q: 3 clusters Score -3881742 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -3882177.000000 Penalty: 1006.672241
	Iteration 24Q: 3 clusters Score -3882177 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -3882498.750000 Penalty: 1006.672241
	Iteration 25Q: 3 clusters Score -3882499 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -3882753.750000 Penalty: 1006.672241
	Iteration 26Q: 3 clusters Score -3882754 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -3882988.500000 Penalty: 1006.672241
	Iteration 27Q: 3 clusters Score -3882988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -3883176.250000 Penalty: 1006.672241
	Iteration 28Q: 3 clusters Score -3883176 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -3883305.000000 Penalty: 1006.672241
	Iteration 29Q: 3 clusters Score -3883305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -3883382.000000 Penalty: 1006.672241
	Iteration 30Q: 3 clusters Score -3883382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -3883441.250000 Penalty: 1006.672241
	Iteration 31Q: 3 clusters Score -3883441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -3883483.000000 Penalty: 1006.672241
	Iteration 32Q: 3 clusters Score -3883483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -3883499.750000 Penalty: 1006.672241
	Iteration 33Q: 3 clusters Score -3883500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -3883534.000000 Penalty: 1006.672241
	Iteration 34Q: 3 clusters Score -3883534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -3883554.250000 Penalty: 1006.672241
	Iteration 35Q: 3 clusters Score -3883554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -3883568.250000 Penalty: 1006.672241
	Iteration 36Q: 3 clusters Score -3883568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -3883581.000000 Penalty: 1006.672241
	Iteration 37Q: 3 clusters Score -3883581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -3883600.250000 Penalty: 1006.672241
	Iteration 38Q: 3 clusters Score -3883600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -3883610.250000 Penalty: 1006.672241
	Iteration 39Q: 3 clusters Score -3883610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -3883615.750000 Penalty: 1006.672241
	Iteration 40F: 3 clusters Score -3883616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -3883624.250000 Penalty: 1006.672241
	Iteration 41Q: 3 clusters Score -3883624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -3883627.250000 Penalty: 1006.672241
	Iteration 42Q: 3 clusters Score -3883627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -3883628.250000 Penalty: 1006.672241
	Iteration 43Q: 3 clusters Score -3883628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -3883628.750000 Penalty: 1006.672241
	Iteration 44Q: 3 clusters Score -3883629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -3883634.000000 Penalty: 1006.672241
	Iteration 45Q: 3 clusters Score -3883634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -3883637.750000 Penalty: 1006.672241
	Iteration 46Q: 3 clusters Score -3883638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -3883638.000000 Penalty: 1006.672241
	Iteration 47Q: 3 clusters Score -3883638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -3883642.000000 Penalty: 1006.672241
	Iteration 48Q: 3 clusters Score -3883642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -3883641.250000 Penalty: 1006.672241
	Iteration 49Q: 3 clusters Score -3883641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -3883640.500000 Penalty: 1006.672241
	Iteration 50Q: 3 clusters Score -3883640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -3883647.250000 Penalty: 1006.672241
	Iteration 51Q: 3 clusters Score -3883647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -3883650.250000 Penalty: 1006.672241
	Iteration 52Q: 3 clusters Score -3883650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -3883656.000000 Penalty: 1006.672241
	Iteration 53Q: 3 clusters Score -3883656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -3883654.500000 Penalty: 1006.672241
	Iteration 54Q: 3 clusters Score -3883654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -3883657.750000 Penalty: 1006.672241
	Iteration 55Q: 3 clusters Score -3883658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -3883654.250000 Penalty: 1006.672241
	Iteration 56Q: 3 clusters Score -3883654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -3883654.250000 Penalty: 1006.672241
	Iteration 57F: 3 clusters Score -3883654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (203488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203488 members 
Entering Unmasked Estep 
Score: -12151290.000000 Penalty: 556.162964
	Iteration 0F: 2 clusters Score -1.215129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -12032868.000000 Penalty: 1112.325928
	Iteration 0F: 3 clusters Score -1.203287e+07 nChanged 100275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -12098145.000000 Penalty: 1112.325928
	Iteration 1F: 3 clusters Score -1.209814e+07 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 138869 members 
Entering Unmasked Estep 
Score: -12105076.000000 Penalty: 1112.325928
	Iteration 2F: 3 clusters Score -1.210508e+07 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -12116361.000000 Penalty: 1112.325928
	Iteration 3F: 3 clusters Score -1.211636e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -12129502.000000 Penalty: 1112.325928
	Iteration 4F: 3 clusters Score -1.21295e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 188257 members 
Entering Unmasked Estep 
Score: -12141261.000000 Penalty: 1112.325928
	Iteration 5F: 3 clusters Score -1.214126e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 196466 members 
Entering Unmasked Estep 
Score: -12146605.000000 Penalty: 1112.325928
	Iteration 6Q: 3 clusters Score -1.21466e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 200287 members 
Entering Unmasked Estep 
Score: -12149210.000000 Penalty: 1112.325928
	Iteration 7Q: 3 clusters Score -1.214921e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 201906 members 
Entering Unmasked Estep 
Score: -12150261.000000 Penalty: 1112.325928
	Iteration 8Q: 3 clusters Score -1.215026e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 202583 members 
Entering Unmasked Estep 
Score: -12150548.000000 Penalty: 1112.325928
	Iteration 9Q: 3 clusters Score -1.215055e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 202867 members 
Entering Unmasked Estep 
Score: -12150678.000000 Penalty: 1112.325928
	Iteration 10Q: 3 clusters Score -1.215068e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 202987 members 
Entering Unmasked Estep 
Score: -12150787.000000 Penalty: 1112.325928
	Iteration 11Q: 3 clusters Score -1.215079e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 203047 members 
Entering Unmasked Estep 
Score: -12150863.000000 Penalty: 1112.325928
	Iteration 12Q: 3 clusters Score -1.215086e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 203070 members 
Entering Unmasked Estep 
Score: -12150899.000000 Penalty: 1112.325928
	Iteration 13Q: 3 clusters Score -1.21509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 203083 members 
Entering Unmasked Estep 
Score: -12150931.000000 Penalty: 1112.325928
	Iteration 14Q: 3 clusters Score -1.215093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 203083 members 
Entering Unmasked Estep 
Score: -12150944.000000 Penalty: 1112.325928
	Iteration 15Q: 3 clusters Score -1.215094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 203085 members 
Entering Unmasked Estep 
Score: -12150956.000000 Penalty: 1112.325928
	Iteration 16Q: 3 clusters Score -1.215096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 203093 members 
Entering Unmasked Estep 
Score: -12150988.000000 Penalty: 1112.325928
	Iteration 17Q: 3 clusters Score -1.215099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 203097 members 
Entering Unmasked Estep 
Score: -12150988.000000 Penalty: 1112.325928
	Iteration 18Q: 3 clusters Score -1.215099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 203099 members 
Entering Unmasked Estep 
Score: -12150971.000000 Penalty: 1112.325928
	Iteration 19Q: 3 clusters Score -1.215097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 203094 members 
Entering Unmasked Estep 
Score: -12150997.000000 Penalty: 1112.325928
	Iteration 20F: 3 clusters Score -1.2151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 203083 members 
Entering Unmasked Estep 
Score: -12151001.000000 Penalty: 1112.325928
	Iteration 21Q: 3 clusters Score -1.2151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 203076 members 
Entering Unmasked Estep 
Score: -12151011.000000 Penalty: 1112.325928
	Iteration 22Q: 3 clusters Score -1.215101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 203072 members 
Entering Unmasked Estep 
Score: -12151001.000000 Penalty: 1112.325928
	Iteration 23Q: 3 clusters Score -1.2151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 203074 members 
Entering Unmasked Estep 
Score: -12151004.000000 Penalty: 1112.325928
	Iteration 24Q: 3 clusters Score -1.2151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -12151008.000000 Penalty: 1112.325928
	Iteration 25Q: 3 clusters Score -1.215101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 203074 members 
Entering Unmasked Estep 
Score: -12151004.000000 Penalty: 1112.325928
	Iteration 26Q: 3 clusters Score -1.2151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -12151009.000000 Penalty: 1112.325928
	Iteration 27Q: 3 clusters Score -1.215101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -12151009.000000 Penalty: 1112.325928
	Iteration 28F: 3 clusters Score -1.215101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -897102.375000 Penalty: 437.333740
	Iteration 0F: 2 clusters Score -897102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -887098.562500 Penalty: 874.667480
	Iteration 0F: 3 clusters Score -887098.6 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -891310.000000 Penalty: 874.667480
	Iteration 1F: 3 clusters Score -891310 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -891652.312500 Penalty: 874.667480
	Iteration 2F: 3 clusters Score -891652.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -892071.625000 Penalty: 874.667480
	Iteration 3F: 3 clusters Score -892071.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -892692.125000 Penalty: 874.667480
	Iteration 4F: 3 clusters Score -892692.1 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -893474.187500 Penalty: 874.667480
	Iteration 5F: 3 clusters Score -893474.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -894160.750000 Penalty: 874.667480
	Iteration 6F: 3 clusters Score -894160.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -894585.750000 Penalty: 874.667480
	Iteration 7Q: 3 clusters Score -894585.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -894809.187500 Penalty: 874.667480
	Iteration 8Q: 3 clusters Score -894809.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -894979.750000 Penalty: 874.667480
	Iteration 9Q: 3 clusters Score -894979.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -895142.562500 Penalty: 874.667480
	Iteration 10Q: 3 clusters Score -895142.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -895278.562500 Penalty: 874.667480
	Iteration 11Q: 3 clusters Score -895278.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -895377.750000 Penalty: 874.667480
	Iteration 12Q: 3 clusters Score -895377.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -895453.562500 Penalty: 874.667480
	Iteration 13Q: 3 clusters Score -895453.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -895523.437500 Penalty: 874.667480
	Iteration 14Q: 3 clusters Score -895523.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -895603.250000 Penalty: 874.667480
	Iteration 15Q: 3 clusters Score -895603.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -895686.250000 Penalty: 874.667480
	Iteration 16Q: 3 clusters Score -895686.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -895754.750000 Penalty: 874.667480
	Iteration 17Q: 3 clusters Score -895754.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -895837.562500 Penalty: 874.667480
	Iteration 18Q: 3 clusters Score -895837.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -895908.875000 Penalty: 874.667480
	Iteration 19Q: 3 clusters Score -895908.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -895984.125000 Penalty: 874.667480
	Iteration 20F: 3 clusters Score -895984.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -896059.937500 Penalty: 874.667480
	Iteration 21Q: 3 clusters Score -896059.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -896132.687500 Penalty: 874.667480
	Iteration 22Q: 3 clusters Score -896132.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -896184.875000 Penalty: 874.667480
	Iteration 23Q: 3 clusters Score -896184.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -896231.750000 Penalty: 874.667480
	Iteration 24Q: 3 clusters Score -896231.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -896268.187500 Penalty: 874.667480
	Iteration 25Q: 3 clusters Score -896268.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -896307.312500 Penalty: 874.667480
	Iteration 26Q: 3 clusters Score -896307.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -896345.937500 Penalty: 874.667480
	Iteration 27Q: 3 clusters Score -896345.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -896382.875000 Penalty: 874.667480
	Iteration 28Q: 3 clusters Score -896382.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -896424.000000 Penalty: 874.667480
	Iteration 29Q: 3 clusters Score -896424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -896462.937500 Penalty: 874.667480
	Iteration 30Q: 3 clusters Score -896462.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -896489.812500 Penalty: 874.667480
	Iteration 31Q: 3 clusters Score -896489.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -896511.250000 Penalty: 874.667480
	Iteration 32Q: 3 clusters Score -896511.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -896540.875000 Penalty: 874.667480
	Iteration 33Q: 3 clusters Score -896540.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -896562.562500 Penalty: 874.667480
	Iteration 34Q: 3 clusters Score -896562.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -896585.562500 Penalty: 874.667480
	Iteration 35Q: 3 clusters Score -896585.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -896608.562500 Penalty: 874.667480
	Iteration 36Q: 3 clusters Score -896608.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -896634.250000 Penalty: 874.667480
	Iteration 37Q: 3 clusters Score -896634.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -896653.125000 Penalty: 874.667480
	Iteration 38Q: 3 clusters Score -896653.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -896671.687500 Penalty: 874.667480
	Iteration 39Q: 3 clusters Score -896671.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -896682.750000 Penalty: 874.667480
	Iteration 40F: 3 clusters Score -896682.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -896697.000000 Penalty: 874.667480
	Iteration 41Q: 3 clusters Score -896697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -896713.000000 Penalty: 874.667480
	Iteration 42Q: 3 clusters Score -896713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -896724.187500 Penalty: 874.667480
	Iteration 43Q: 3 clusters Score -896724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -896728.812500 Penalty: 874.667480
	Iteration 44Q: 3 clusters Score -896728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -896733.000000 Penalty: 874.667480
	Iteration 45Q: 3 clusters Score -896733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -896735.875000 Penalty: 874.667480
	Iteration 46Q: 3 clusters Score -896735.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -896744.625000 Penalty: 874.667480
	Iteration 47Q: 3 clusters Score -896744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -896753.812500 Penalty: 874.667480
	Iteration 48Q: 3 clusters Score -896753.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -896762.062500 Penalty: 874.667480
	Iteration 49Q: 3 clusters Score -896762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -896769.687500 Penalty: 874.667480
	Iteration 50Q: 3 clusters Score -896769.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -896771.375000 Penalty: 874.667480
	Iteration 51Q: 3 clusters Score -896771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -896773.562500 Penalty: 874.667480
	Iteration 52Q: 3 clusters Score -896773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -896778.937500 Penalty: 874.667480
	Iteration 53Q: 3 clusters Score -896778.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -896783.062500 Penalty: 874.667480
	Iteration 54Q: 3 clusters Score -896783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -896785.375000 Penalty: 874.667480
	Iteration 55Q: 3 clusters Score -896785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -896785.812500 Penalty: 874.667480
	Iteration 56Q: 3 clusters Score -896785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -896786.750000 Penalty: 874.667480
	Iteration 57Q: 3 clusters Score -896786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -896787.250000 Penalty: 874.667480
	Iteration 58Q: 3 clusters Score -896787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -896787.562500 Penalty: 874.667480
	Iteration 59Q: 3 clusters Score -896787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -896787.562500 Penalty: 874.667480
	Iteration 60F: 3 clusters Score -896787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -214862.062500 Penalty: 378.856537
	Iteration 0F: 2 clusters Score -214862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -212037.156250 Penalty: 757.713074
	Iteration 0F: 3 clusters Score -212037.2 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -213560.484375 Penalty: 757.713074
	Iteration 1F: 3 clusters Score -213560.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -213802.625000 Penalty: 757.713074
	Iteration 2F: 3 clusters Score -213802.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -213935.343750 Penalty: 757.713074
	Iteration 3F: 3 clusters Score -213935.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -214025.218750 Penalty: 757.713074
	Iteration 4Q: 3 clusters Score -214025.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -214119.421875 Penalty: 757.713074
	Iteration 5Q: 3 clusters Score -214119.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -214220.640625 Penalty: 757.713074
	Iteration 6Q: 3 clusters Score -214220.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -214330.281250 Penalty: 757.713074
	Iteration 7Q: 3 clusters Score -214330.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -214418.968750 Penalty: 757.713074
	Iteration 8Q: 3 clusters Score -214419 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -214472.656250 Penalty: 757.713074
	Iteration 9Q: 3 clusters Score -214472.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -214518.140625 Penalty: 757.713074
	Iteration 10Q: 3 clusters Score -214518.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -214549.343750 Penalty: 757.713074
	Iteration 11Q: 3 clusters Score -214549.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -214566.953125 Penalty: 757.713074
	Iteration 12Q: 3 clusters Score -214567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -214573.093750 Penalty: 757.713074
	Iteration 13Q: 3 clusters Score -214573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -214576.859375 Penalty: 757.713074
	Iteration 14Q: 3 clusters Score -214576.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -214579.328125 Penalty: 757.713074
	Iteration 15Q: 3 clusters Score -214579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -214580.859375 Penalty: 757.713074
	Iteration 16Q: 3 clusters Score -214580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -214581.562500 Penalty: 757.713074
	Iteration 17Q: 3 clusters Score -214581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -214582.968750 Penalty: 757.713074
	Iteration 18Q: 3 clusters Score -214583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -214583.343750 Penalty: 757.713074
	Iteration 19Q: 3 clusters Score -214583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -214583.828125 Penalty: 757.713074
	Iteration 20F: 3 clusters Score -214583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -214584.281250 Penalty: 757.713074
	Iteration 21Q: 3 clusters Score -214584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -214584.437500 Penalty: 757.713074
	Iteration 22Q: 3 clusters Score -214584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -214584.437500 Penalty: 757.713074
	Iteration 23F: 3 clusters Score -214584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -569731.750000 Penalty: 416.482117
	Iteration 0F: 2 clusters Score -569731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -563542.812500 Penalty: 832.964233
	Iteration 0F: 3 clusters Score -563542.8 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -566119.187500 Penalty: 832.964233
	Iteration 1F: 3 clusters Score -566119.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -566412.937500 Penalty: 832.964233
	Iteration 2F: 3 clusters Score -566412.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -566698.000000 Penalty: 832.964233
	Iteration 3F: 3 clusters Score -566698 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -566995.750000 Penalty: 832.964233
	Iteration 4F: 3 clusters Score -566995.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -567292.875000 Penalty: 832.964233
	Iteration 5F: 3 clusters Score -567292.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -567588.000000 Penalty: 832.964233
	Iteration 6F: 3 clusters Score -567588 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -567870.937500 Penalty: 832.964233
	Iteration 7Q: 3 clusters Score -567870.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -568089.875000 Penalty: 832.964233
	Iteration 8Q: 3 clusters Score -568089.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -568213.250000 Penalty: 832.964233
	Iteration 9Q: 3 clusters Score -568213.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -568301.500000 Penalty: 832.964233
	Iteration 10Q: 3 clusters Score -568301.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -568373.187500 Penalty: 832.964233
	Iteration 11Q: 3 clusters Score -568373.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -568437.062500 Penalty: 832.964233
	Iteration 12Q: 3 clusters Score -568437.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -568483.250000 Penalty: 832.964233
	Iteration 13Q: 3 clusters Score -568483.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -568514.500000 Penalty: 832.964233
	Iteration 14Q: 3 clusters Score -568514.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -568537.562500 Penalty: 832.964233
	Iteration 15Q: 3 clusters Score -568537.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -568552.625000 Penalty: 832.964233
	Iteration 16Q: 3 clusters Score -568552.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -568569.000000 Penalty: 832.964233
	Iteration 17Q: 3 clusters Score -568569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -568586.875000 Penalty: 832.964233
	Iteration 18Q: 3 clusters Score -568586.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -568602.187500 Penalty: 832.964233
	Iteration 19Q: 3 clusters Score -568602.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -568612.875000 Penalty: 832.964233
	Iteration 20F: 3 clusters Score -568612.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -568629.750000 Penalty: 832.964233
	Iteration 21Q: 3 clusters Score -568629.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -568649.625000 Penalty: 832.964233
	Iteration 22Q: 3 clusters Score -568649.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -568667.000000 Penalty: 832.964233
	Iteration 23Q: 3 clusters Score -568667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -568681.000000 Penalty: 832.964233
	Iteration 24Q: 3 clusters Score -568681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -568695.875000 Penalty: 832.964233
	Iteration 25Q: 3 clusters Score -568695.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -568719.437500 Penalty: 832.964233
	Iteration 26Q: 3 clusters Score -568719.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -568741.562500 Penalty: 832.964233
	Iteration 27Q: 3 clusters Score -568741.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -568762.875000 Penalty: 832.964233
	Iteration 28Q: 3 clusters Score -568762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -568780.062500 Penalty: 832.964233
	Iteration 29Q: 3 clusters Score -568780.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -568793.062500 Penalty: 832.964233
	Iteration 30Q: 3 clusters Score -568793.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -568801.875000 Penalty: 832.964233
	Iteration 31Q: 3 clusters Score -568801.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -568809.937500 Penalty: 832.964233
	Iteration 32Q: 3 clusters Score -568809.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -568818.875000 Penalty: 832.964233
	Iteration 33Q: 3 clusters Score -568818.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -568824.500000 Penalty: 832.964233
	Iteration 34Q: 3 clusters Score -568824.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -568827.687500 Penalty: 832.964233
	Iteration 35Q: 3 clusters Score -568827.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -568833.125000 Penalty: 832.964233
	Iteration 36Q: 3 clusters Score -568833.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -568838.437500 Penalty: 832.964233
	Iteration 37Q: 3 clusters Score -568838.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -568842.687500 Penalty: 832.964233
	Iteration 38Q: 3 clusters Score -568842.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -568846.937500 Penalty: 832.964233
	Iteration 39Q: 3 clusters Score -568846.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -568853.687500 Penalty: 832.964233
	Iteration 40F: 3 clusters Score -568853.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -568858.625000 Penalty: 832.964233
	Iteration 41Q: 3 clusters Score -568858.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -568862.375000 Penalty: 832.964233
	Iteration 42Q: 3 clusters Score -568862.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -568866.562500 Penalty: 832.964233
	Iteration 43Q: 3 clusters Score -568866.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -568869.250000 Penalty: 832.964233
	Iteration 44Q: 3 clusters Score -568869.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -568871.500000 Penalty: 832.964233
	Iteration 45Q: 3 clusters Score -568871.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -568874.312500 Penalty: 832.964233
	Iteration 46Q: 3 clusters Score -568874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -568874.562500 Penalty: 832.964233
	Iteration 47Q: 3 clusters Score -568874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -568874.687500 Penalty: 832.964233
	Iteration 48Q: 3 clusters Score -568874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -568875.500000 Penalty: 832.964233
	Iteration 49Q: 3 clusters Score -568875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -568876.562500 Penalty: 832.964233
	Iteration 50Q: 3 clusters Score -568876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -568876.250000 Penalty: 832.964233
	Iteration 51Q: 3 clusters Score -568876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -568876.250000 Penalty: 832.964233
	Iteration 52Q: 3 clusters Score -568876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -568877.625000 Penalty: 832.964233
	Iteration 53Q: 3 clusters Score -568877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -568877.312500 Penalty: 832.964233
	Iteration 54Q: 3 clusters Score -568877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -568877.000000 Penalty: 832.964233
	Iteration 55Q: 3 clusters Score -568877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -568878.000000 Penalty: 832.964233
	Iteration 56Q: 3 clusters Score -568878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -568877.562500 Penalty: 832.964233
	Iteration 57Q: 3 clusters Score -568877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -568878.500000 Penalty: 832.964233
	Iteration 58Q: 3 clusters Score -568878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -568877.312500 Penalty: 832.964233
	Iteration 59Q: 3 clusters Score -568877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -568876.750000 Penalty: 832.964233
	Iteration 60F: 3 clusters Score -568876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -568877.250000 Penalty: 832.964233
	Iteration 61Q: 3 clusters Score -568877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -568877.250000 Penalty: 832.964233
	Iteration 62F: 3 clusters Score -568877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -66627.750000 Penalty: 319.337280
	Iteration 0F: 2 clusters Score -66627.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65740.429688 Penalty: 638.674561
	Iteration 0F: 3 clusters Score -65740.43 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65951.398438 Penalty: 638.674561
	Iteration 1F: 3 clusters Score -65951.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65991.406250 Penalty: 638.674561
	Iteration 2F: 3 clusters Score -65991.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66009.406250 Penalty: 638.674561
	Iteration 3Q: 3 clusters Score -66009.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66019.054688 Penalty: 638.674561
	Iteration 4Q: 3 clusters Score -66019.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -66028.546875 Penalty: 638.674561
	Iteration 5Q: 3 clusters Score -66028.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66037.585938 Penalty: 638.674561
	Iteration 6Q: 3 clusters Score -66037.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -66044.156250 Penalty: 638.674561
	Iteration 7Q: 3 clusters Score -66044.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66052.593750 Penalty: 638.674561
	Iteration 8Q: 3 clusters Score -66052.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66062.085938 Penalty: 638.674561
	Iteration 9Q: 3 clusters Score -66062.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66072.773438 Penalty: 638.674561
	Iteration 10Q: 3 clusters Score -66072.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66078.046875 Penalty: 638.674561
	Iteration 11Q: 3 clusters Score -66078.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66084.164062 Penalty: 638.674561
	Iteration 12Q: 3 clusters Score -66084.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66091.609375 Penalty: 638.674561
	Iteration 13Q: 3 clusters Score -66091.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66102.695312 Penalty: 638.674561
	Iteration 14Q: 3 clusters Score -66102.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -66114.687500 Penalty: 638.674561
	Iteration 15Q: 3 clusters Score -66114.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66122.617188 Penalty: 638.674561
	Iteration 16Q: 3 clusters Score -66122.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66127.851562 Penalty: 638.674561
	Iteration 17Q: 3 clusters Score -66127.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66132.218750 Penalty: 638.674561
	Iteration 18Q: 3 clusters Score -66132.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66139.257812 Penalty: 638.674561
	Iteration 19Q: 3 clusters Score -66139.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66146.773438 Penalty: 638.674561
	Iteration 20F: 3 clusters Score -66146.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66153.554688 Penalty: 638.674561
	Iteration 21Q: 3 clusters Score -66153.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66158.109375 Penalty: 638.674561
	Iteration 22Q: 3 clusters Score -66158.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66161.085938 Penalty: 638.674561
	Iteration 23Q: 3 clusters Score -66161.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66166.539062 Penalty: 638.674561
	Iteration 24Q: 3 clusters Score -66166.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66176.921875 Penalty: 638.674561
	Iteration 25Q: 3 clusters Score -66176.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66189.546875 Penalty: 638.674561
	Iteration 26Q: 3 clusters Score -66189.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66203.203125 Penalty: 638.674561
	Iteration 27Q: 3 clusters Score -66203.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66216.890625 Penalty: 638.674561
	Iteration 28Q: 3 clusters Score -66216.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66232.710938 Penalty: 638.674561
	Iteration 29Q: 3 clusters Score -66232.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66240.929688 Penalty: 638.674561
	Iteration 30Q: 3 clusters Score -66240.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66249.882812 Penalty: 638.674561
	Iteration 31Q: 3 clusters Score -66249.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66257.898438 Penalty: 638.674561
	Iteration 32Q: 3 clusters Score -66257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66266.656250 Penalty: 638.674561
	Iteration 33Q: 3 clusters Score -66266.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66275.867188 Penalty: 638.674561
	Iteration 34Q: 3 clusters Score -66275.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66283.765625 Penalty: 638.674561
	Iteration 35Q: 3 clusters Score -66283.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66288.976562 Penalty: 638.674561
	Iteration 36Q: 3 clusters Score -66288.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66296.523438 Penalty: 638.674561
	Iteration 37Q: 3 clusters Score -66296.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66298.500000 Penalty: 638.674561
	Iteration 38Q: 3 clusters Score -66298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66299.726562 Penalty: 638.674561
	Iteration 39Q: 3 clusters Score -66299.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66300.937500 Penalty: 638.674561
	Iteration 40F: 3 clusters Score -66300.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66301.632812 Penalty: 638.674561
	Iteration 41Q: 3 clusters Score -66301.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66303.789062 Penalty: 638.674561
	Iteration 42Q: 3 clusters Score -66303.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66305.039062 Penalty: 638.674561
	Iteration 43Q: 3 clusters Score -66305.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66305.007812 Penalty: 638.674561
	Iteration 44Q: 3 clusters Score -66305.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66305.007812 Penalty: 638.674561
	Iteration 45F: 3 clusters Score -66305.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Entering Unmasked Estep 
Score: -292908.406250 Penalty: 388.894867
	Iteration 0F: 2 clusters Score -292908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -289446.062500 Penalty: 777.789734
	Iteration 0F: 3 clusters Score -289446.1 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -291579.000000 Penalty: 777.789734
	Iteration 1F: 3 clusters Score -291579 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -292815.312500 Penalty: 777.789734
	Iteration 2F: 3 clusters Score -292815.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -294015.031250 Penalty: 777.789734
	Iteration 3F: 3 clusters Score -294015 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -294981.906250 Penalty: 777.789734
	Iteration 4F: 3 clusters Score -294981.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -295450.437500 Penalty: 777.789734
	Iteration 5F: 3 clusters Score -295450.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -295628.500000 Penalty: 777.789734
	Iteration 6Q: 3 clusters Score -295628.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -295723.656250 Penalty: 777.789734
	Iteration 7Q: 3 clusters Score -295723.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -295769.312500 Penalty: 777.789734
	Iteration 8Q: 3 clusters Score -295769.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -295779.656250 Penalty: 777.789734
	Iteration 9Q: 3 clusters Score -295779.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -295782.687500 Penalty: 777.789734
	Iteration 10Q: 3 clusters Score -295782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -295784.968750 Penalty: 777.789734
	Iteration 11Q: 3 clusters Score -295785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -295784.687500 Penalty: 777.789734
	Iteration 12Q: 3 clusters Score -295784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -295784.062500 Penalty: 777.789734
	Iteration 13Q: 3 clusters Score -295784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -295785.187500 Penalty: 777.789734
	Iteration 14Q: 3 clusters Score -295785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -295784.218750 Penalty: 777.789734
	Iteration 15Q: 3 clusters Score -295784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -295782.218750 Penalty: 777.789734
	Iteration 16Q: 3 clusters Score -295782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -295781.906250 Penalty: 777.789734
	Iteration 17Q: 3 clusters Score -295781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -295784.187500 Penalty: 777.789734
	Iteration 18Q: 3 clusters Score -295784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -295784.250000 Penalty: 777.789734
	Iteration 19Q: 3 clusters Score -295784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -295784.218750 Penalty: 777.789734
	Iteration 20F: 3 clusters Score -295784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Entering Unmasked Estep 
Score: -58159796.000000 Penalty: 20139.445312
Splitting cluster 8 changes total score from -58155964.000000 to -58159796.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 9 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -61485.062500 Penalty: 314.935455
	Iteration 0F: 2 clusters Score -61485.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60667.640625 Penalty: 629.870911
	Iteration 0F: 3 clusters Score -60667.64 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60924.007812 Penalty: 629.870911
	Iteration 1F: 3 clusters Score -60924.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61008.812500 Penalty: 629.870911
	Iteration 2F: 3 clusters Score -61008.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61062.652344 Penalty: 629.870911
	Iteration 3F: 3 clusters Score -61062.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61095.390625 Penalty: 629.870911
	Iteration 4F: 3 clusters Score -61095.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61126.128906 Penalty: 629.870911
	Iteration 5Q: 3 clusters Score -61126.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61156.996094 Penalty: 629.870911
	Iteration 6Q: 3 clusters Score -61157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61197.332031 Penalty: 629.870911
	Iteration 7Q: 3 clusters Score -61197.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61221.328125 Penalty: 629.870911
	Iteration 8Q: 3 clusters Score -61221.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61244.578125 Penalty: 629.870911
	Iteration 9Q: 3 clusters Score -61244.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61257.773438 Penalty: 629.870911
	Iteration 10Q: 3 clusters Score -61257.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61262.335938 Penalty: 629.870911
	Iteration 11Q: 3 clusters Score -61262.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61266.503906 Penalty: 629.870911
	Iteration 12Q: 3 clusters Score -61266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61269.355469 Penalty: 629.870911
	Iteration 13Q: 3 clusters Score -61269.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61271.578125 Penalty: 629.870911
	Iteration 14Q: 3 clusters Score -61271.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 629.870911
	Iteration 15Q: 3 clusters Score -61275.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61279.507812 Penalty: 629.870911
	Iteration 16Q: 3 clusters Score -61279.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61283.351562 Penalty: 629.870911
	Iteration 17Q: 3 clusters Score -61283.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61285.156250 Penalty: 629.870911
	Iteration 18Q: 3 clusters Score -61285.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61286.792969 Penalty: 629.870911
	Iteration 19Q: 3 clusters Score -61286.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61286.914062 Penalty: 629.870911
	Iteration 20F: 3 clusters Score -61286.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -126428.265625 Penalty: 348.556641
	Iteration 0F: 2 clusters Score -126428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -125045.632812 Penalty: 697.113281
	Iteration 0F: 3 clusters Score -125045.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -126951.132812 Penalty: 697.113281
	Iteration 1F: 3 clusters Score -126951.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -127644.093750 Penalty: 697.113281
	Iteration 2F: 3 clusters Score -127644.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -127992.640625 Penalty: 697.113281
	Iteration 3F: 3 clusters Score -127992.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -128077.390625 Penalty: 697.113281
	Iteration 4Q: 3 clusters Score -128077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -128098.742188 Penalty: 697.113281
	Iteration 5Q: 3 clusters Score -128098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -128106.398438 Penalty: 697.113281
	Iteration 6Q: 3 clusters Score -128106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -128109.781250 Penalty: 697.113281
	Iteration 7Q: 3 clusters Score -128109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -128111.250000 Penalty: 697.113281
	Iteration 8Q: 3 clusters Score -128111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -128111.250000 Penalty: 697.113281
	Iteration 9F: 3 clusters Score -128111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Entering Unmasked Estep 
Score: -58161040.000000 Penalty: 20768.802734
Splitting cluster 10 changes total score from -58155964.000000 to -58161040.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -109113.765625 Penalty: 340.920593
	Iteration 0F: 2 clusters Score -109113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -107758.710938 Penalty: 681.841187
	Iteration 0F: 3 clusters Score -107758.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -108185.773438 Penalty: 681.841187
	Iteration 1F: 3 clusters Score -108185.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -108243.101562 Penalty: 681.841187
	Iteration 2F: 3 clusters Score -108243.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -108291.109375 Penalty: 681.841187
	Iteration 3F: 3 clusters Score -108291.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -108342.804688 Penalty: 681.841187
	Iteration 4Q: 3 clusters Score -108342.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -108407.359375 Penalty: 681.841187
	Iteration 5F: 3 clusters Score -108407.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -108463.156250 Penalty: 681.841187
	Iteration 6Q: 3 clusters Score -108463.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -108513.304688 Penalty: 681.841187
	Iteration 7Q: 3 clusters Score -108513.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -108555.992188 Penalty: 681.841187
	Iteration 8Q: 3 clusters Score -108556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -108594.914062 Penalty: 681.841187
	Iteration 9Q: 3 clusters Score -108594.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -108631.062500 Penalty: 681.841187
	Iteration 10Q: 3 clusters Score -108631.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -108647.960938 Penalty: 681.841187
	Iteration 11Q: 3 clusters Score -108648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -108657.281250 Penalty: 681.841187
	Iteration 12Q: 3 clusters Score -108657.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108665.273438 Penalty: 681.841187
	Iteration 13Q: 3 clusters Score -108665.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -108673.773438 Penalty: 681.841187
	Iteration 14Q: 3 clusters Score -108673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -108679.304688 Penalty: 681.841187
	Iteration 15Q: 3 clusters Score -108679.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -108686.742188 Penalty: 681.841187
	Iteration 16Q: 3 clusters Score -108686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108693.656250 Penalty: 681.841187
	Iteration 17Q: 3 clusters Score -108693.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -108701.632812 Penalty: 681.841187
	Iteration 18Q: 3 clusters Score -108701.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108711.351562 Penalty: 681.841187
	Iteration 19Q: 3 clusters Score -108711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -108720.515625 Penalty: 681.841187
	Iteration 20F: 3 clusters Score -108720.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108727.531250 Penalty: 681.841187
	Iteration 21Q: 3 clusters Score -108727.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108732.828125 Penalty: 681.841187
	Iteration 22Q: 3 clusters Score -108732.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108738.992188 Penalty: 681.841187
	Iteration 23Q: 3 clusters Score -108739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108745.539062 Penalty: 681.841187
	Iteration 24Q: 3 clusters Score -108745.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108753.781250 Penalty: 681.841187
	Iteration 25Q: 3 clusters Score -108753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108762.453125 Penalty: 681.841187
	Iteration 26Q: 3 clusters Score -108762.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108771.335938 Penalty: 681.841187
	Iteration 27Q: 3 clusters Score -108771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -108777.703125 Penalty: 681.841187
	Iteration 28Q: 3 clusters Score -108777.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -108782.007812 Penalty: 681.841187
	Iteration 29Q: 3 clusters Score -108782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108784.203125 Penalty: 681.841187
	Iteration 30Q: 3 clusters Score -108784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -108785.851562 Penalty: 681.841187
	Iteration 31Q: 3 clusters Score -108785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -108786.609375 Penalty: 681.841187
	Iteration 32Q: 3 clusters Score -108786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -108787.046875 Penalty: 681.841187
	Iteration 33Q: 3 clusters Score -108787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -108787.898438 Penalty: 681.841187
	Iteration 34Q: 3 clusters Score -108787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -108788.140625 Penalty: 681.841187
	Iteration 35Q: 3 clusters Score -108788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -108788.757812 Penalty: 681.841187
	Iteration 36Q: 3 clusters Score -108788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108789.234375 Penalty: 681.841187
	Iteration 37Q: 3 clusters Score -108789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108790.820312 Penalty: 681.841187
	Iteration 38Q: 3 clusters Score -108790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -108792.562500 Penalty: 681.841187
	Iteration 39Q: 3 clusters Score -108792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -108794.726562 Penalty: 681.841187
	Iteration 40F: 3 clusters Score -108794.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -108796.781250 Penalty: 681.841187
	Iteration 41Q: 3 clusters Score -108796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -108799.296875 Penalty: 681.841187
	Iteration 42Q: 3 clusters Score -108799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -108803.085938 Penalty: 681.841187
	Iteration 43Q: 3 clusters Score -108803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -108806.437500 Penalty: 681.841187
	Iteration 44Q: 3 clusters Score -108806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -108808.156250 Penalty: 681.841187
	Iteration 45Q: 3 clusters Score -108808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -108809.250000 Penalty: 681.841187
	Iteration 46Q: 3 clusters Score -108809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -108809.992188 Penalty: 681.841187
	Iteration 47Q: 3 clusters Score -108810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108810.085938 Penalty: 681.841187
	Iteration 48Q: 3 clusters Score -108810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108810.085938 Penalty: 681.841187
	Iteration 49F: 3 clusters Score -108810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -308402.562500 Penalty: 390.337799
	Iteration 0F: 2 clusters Score -308402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -304845.281250 Penalty: 780.675598
	Iteration 0F: 3 clusters Score -304845.3 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -306242.593750 Penalty: 780.675598
	Iteration 1F: 3 clusters Score -306242.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -306533.375000 Penalty: 780.675598
	Iteration 2F: 3 clusters Score -306533.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -306933.500000 Penalty: 780.675598
	Iteration 3F: 3 clusters Score -306933.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -307339.437500 Penalty: 780.675598
	Iteration 4F: 3 clusters Score -307339.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -307620.562500 Penalty: 780.675598
	Iteration 5F: 3 clusters Score -307620.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -307796.812500 Penalty: 780.675598
	Iteration 6Q: 3 clusters Score -307796.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -307914.187500 Penalty: 780.675598
	Iteration 7Q: 3 clusters Score -307914.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -308019.937500 Penalty: 780.675598
	Iteration 8Q: 3 clusters Score -308019.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -308097.343750 Penalty: 780.675598
	Iteration 9Q: 3 clusters Score -308097.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -308148.781250 Penalty: 780.675598
	Iteration 10Q: 3 clusters Score -308148.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -308177.593750 Penalty: 780.675598
	Iteration 11Q: 3 clusters Score -308177.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -308200.562500 Penalty: 780.675598
	Iteration 12Q: 3 clusters Score -308200.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -308215.687500 Penalty: 780.675598
	Iteration 13Q: 3 clusters Score -308215.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -308229.062500 Penalty: 780.675598
	Iteration 14Q: 3 clusters Score -308229.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -308241.750000 Penalty: 780.675598
	Iteration 15Q: 3 clusters Score -308241.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -308256.156250 Penalty: 780.675598
	Iteration 16Q: 3 clusters Score -308256.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -308273.656250 Penalty: 780.675598
	Iteration 17Q: 3 clusters Score -308273.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -308291.500000 Penalty: 780.675598
	Iteration 18Q: 3 clusters Score -308291.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -308304.187500 Penalty: 780.675598
	Iteration 19Q: 3 clusters Score -308304.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -308312.343750 Penalty: 780.675598
	Iteration 20F: 3 clusters Score -308312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -308316.343750 Penalty: 780.675598
	Iteration 21Q: 3 clusters Score -308316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -308319.468750 Penalty: 780.675598
	Iteration 22Q: 3 clusters Score -308319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -308321.843750 Penalty: 780.675598
	Iteration 23Q: 3 clusters Score -308321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -308323.406250 Penalty: 780.675598
	Iteration 24Q: 3 clusters Score -308323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -308323.437500 Penalty: 780.675598
	Iteration 25Q: 3 clusters Score -308323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -308323.437500 Penalty: 780.675598
	Iteration 26F: 3 clusters Score -308323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -1006162.875000 Penalty: 442.136169
	Iteration 0F: 2 clusters Score -1006163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -995034.812500 Penalty: 884.272339
	Iteration 0F: 3 clusters Score -995034.8 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -999836.812500 Penalty: 884.272339
	Iteration 1F: 3 clusters Score -999836.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1000508.375000 Penalty: 884.272339
	Iteration 2F: 3 clusters Score -1000508 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1001516.937500 Penalty: 884.272339
	Iteration 3F: 3 clusters Score -1001517 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1002771.750000 Penalty: 884.272339
	Iteration 4F: 3 clusters Score -1002772 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1003756.687500 Penalty: 884.272339
	Iteration 5F: 3 clusters Score -1003757 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1004283.937500 Penalty: 884.272339
	Iteration 6Q: 3 clusters Score -1004284 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1004528.562500 Penalty: 884.272339
	Iteration 7Q: 3 clusters Score -1004529 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1004703.500000 Penalty: 884.272339
	Iteration 8Q: 3 clusters Score -1004704 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1004838.750000 Penalty: 884.272339
	Iteration 9Q: 3 clusters Score -1004839 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1004945.062500 Penalty: 884.272339
	Iteration 10Q: 3 clusters Score -1004945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1005044.937500 Penalty: 884.272339
	Iteration 11Q: 3 clusters Score -1005045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1005120.250000 Penalty: 884.272339
	Iteration 12Q: 3 clusters Score -1005120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1005205.312500 Penalty: 884.272339
	Iteration 13Q: 3 clusters Score -1005205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1005272.187500 Penalty: 884.272339
	Iteration 14Q: 3 clusters Score -1005272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1005344.875000 Penalty: 884.272339
	Iteration 15Q: 3 clusters Score -1005345 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1005402.187500 Penalty: 884.272339
	Iteration 16Q: 3 clusters Score -1005402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1005453.750000 Penalty: 884.272339
	Iteration 17Q: 3 clusters Score -1005454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1005490.375000 Penalty: 884.272339
	Iteration 18Q: 3 clusters Score -1005490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1005525.437500 Penalty: 884.272339
	Iteration 19Q: 3 clusters Score -1005525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1005561.375000 Penalty: 884.272339
	Iteration 20F: 3 clusters Score -1005561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1005597.625000 Penalty: 884.272339
	Iteration 21Q: 3 clusters Score -1005598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1005621.875000 Penalty: 884.272339
	Iteration 22Q: 3 clusters Score -1005622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1005645.875000 Penalty: 884.272339
	Iteration 23Q: 3 clusters Score -1005646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1005662.625000 Penalty: 884.272339
	Iteration 24Q: 3 clusters Score -1005663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1005671.750000 Penalty: 884.272339
	Iteration 25Q: 3 clusters Score -1005672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1005678.187500 Penalty: 884.272339
	Iteration 26Q: 3 clusters Score -1005678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1005695.875000 Penalty: 884.272339
	Iteration 27Q: 3 clusters Score -1005696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1005706.000000 Penalty: 884.272339
	Iteration 28Q: 3 clusters Score -1005706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1005716.250000 Penalty: 884.272339
	Iteration 29Q: 3 clusters Score -1005716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1005728.312500 Penalty: 884.272339
	Iteration 30Q: 3 clusters Score -1005728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1005746.375000 Penalty: 884.272339
	Iteration 31Q: 3 clusters Score -1005746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1005758.187500 Penalty: 884.272339
	Iteration 32Q: 3 clusters Score -1005758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1005777.500000 Penalty: 884.272339
	Iteration 33Q: 3 clusters Score -1005778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1005782.750000 Penalty: 884.272339
	Iteration 34Q: 3 clusters Score -1005783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1005786.125000 Penalty: 884.272339
	Iteration 35Q: 3 clusters Score -1005786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1005789.937500 Penalty: 884.272339
	Iteration 36Q: 3 clusters Score -1005790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1005791.687500 Penalty: 884.272339
	Iteration 37Q: 3 clusters Score -1005792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1005789.812500 Penalty: 884.272339
	Iteration 38Q: 3 clusters Score -1005790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1005791.437500 Penalty: 884.272339
	Iteration 39Q: 3 clusters Score -1005791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1005791.500000 Penalty: 884.272339
	Iteration 40F: 3 clusters Score -1005792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1005792.937500 Penalty: 884.272339
	Iteration 41Q: 3 clusters Score -1005793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1005793.125000 Penalty: 884.272339
	Iteration 42Q: 3 clusters Score -1005793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1005795.437500 Penalty: 884.272339
	Iteration 43Q: 3 clusters Score -1005795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1005793.375000 Penalty: 884.272339
	Iteration 44Q: 3 clusters Score -1005793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1005793.687500 Penalty: 884.272339
	Iteration 45Q: 3 clusters Score -1005794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1005795.937500 Penalty: 884.272339
	Iteration 46Q: 3 clusters Score -1005796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1005797.437500 Penalty: 884.272339
	Iteration 47Q: 3 clusters Score -1005797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1005798.937500 Penalty: 884.272339
	Iteration 48Q: 3 clusters Score -1005799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1005799.000000 Penalty: 884.272339
	Iteration 49Q: 3 clusters Score -1005799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1005802.562500 Penalty: 884.272339
	Iteration 50Q: 3 clusters Score -1005803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1005807.375000 Penalty: 884.272339
	Iteration 51Q: 3 clusters Score -1005807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1005807.375000 Penalty: 884.272339
	Iteration 52Q: 3 clusters Score -1005807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1005809.750000 Penalty: 884.272339
	Iteration 53Q: 3 clusters Score -1005810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1005811.812500 Penalty: 884.272339
	Iteration 54Q: 3 clusters Score -1005812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1005814.000000 Penalty: 884.272339
	Iteration 55Q: 3 clusters Score -1005814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1005816.187500 Penalty: 884.272339
	Iteration 56Q: 3 clusters Score -1005816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1005818.125000 Penalty: 884.272339
	Iteration 57Q: 3 clusters Score -1005818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1005817.937500 Penalty: 884.272339
	Iteration 58Q: 3 clusters Score -1005818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1005816.875000 Penalty: 884.272339
	Iteration 59Q: 3 clusters Score -1005817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1005817.500000 Penalty: 884.272339
	Iteration 60F: 3 clusters Score -1005818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1005818.687500 Penalty: 884.272339
	Iteration 61Q: 3 clusters Score -1005819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1005818.812500 Penalty: 884.272339
	Iteration 62Q: 3 clusters Score -1005819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1005818.812500 Penalty: 884.272339
	Iteration 63F: 3 clusters Score -1005819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -119909.460938 Penalty: 347.930847
	Iteration 0F: 2 clusters Score -119909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -118451.187500 Penalty: 695.861694
	Iteration 0F: 3 clusters Score -118451.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -119880.445312 Penalty: 695.861694
	Iteration 1F: 3 clusters Score -119880.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -120789.437500 Penalty: 695.861694
	Iteration 2F: 3 clusters Score -120789.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -121224.851562 Penalty: 695.861694
	Iteration 3F: 3 clusters Score -121224.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -121445.148438 Penalty: 695.861694
	Iteration 4F: 3 clusters Score -121445.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -121660.265625 Penalty: 695.861694
	Iteration 5Q: 3 clusters Score -121660.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -121798.414062 Penalty: 695.861694
	Iteration 6Q: 3 clusters Score -121798.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -121858.593750 Penalty: 695.861694
	Iteration 7Q: 3 clusters Score -121858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -121878.773438 Penalty: 695.861694
	Iteration 8Q: 3 clusters Score -121878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -121882.804688 Penalty: 695.861694
	Iteration 9Q: 3 clusters Score -121882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -121884.375000 Penalty: 695.861694
	Iteration 10Q: 3 clusters Score -121884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -121884.742188 Penalty: 695.861694
	Iteration 11Q: 3 clusters Score -121884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -121884.773438 Penalty: 695.861694
	Iteration 12Q: 3 clusters Score -121884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -121885.125000 Penalty: 695.861694
	Iteration 13Q: 3 clusters Score -121885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -121885.101562 Penalty: 695.861694
	Iteration 14Q: 3 clusters Score -121885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -121885.250000 Penalty: 695.861694
	Iteration 15Q: 3 clusters Score -121885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -121891.976562 Penalty: 695.861694
	Iteration 16F: 3 clusters Score -121892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -121900.343750 Penalty: 695.861694
	Iteration 17Q: 3 clusters Score -121900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -121904.117188 Penalty: 695.861694
	Iteration 18Q: 3 clusters Score -121904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -121905.585938 Penalty: 695.861694
	Iteration 19Q: 3 clusters Score -121905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -121905.710938 Penalty: 695.861694
	Iteration 20F: 3 clusters Score -121905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Entering Unmasked Estep 
Score: -58162772.000000 Penalty: 21398.162109
Splitting cluster 14 changes total score from -58155964.000000 to -58162772.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -12018.083008 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -12018.08 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 274 members 
Entering Unmasked Estep 
Score: -11548.185547 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -11548.19 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12033.762695 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -12033.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12405.378906 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -12405.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12726.487305 Penalty: 575.842224
	Iteration 3F: 3 clusters Score -12726.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12876.900391 Penalty: 575.842224
	Iteration 4F: 3 clusters Score -12876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12894.934570 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -12894.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12904.269531 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -12904.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12906.416016 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -12906.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12906.737305 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -12906.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12906.954102 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -12906.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12906.954102 Penalty: 575.842224
	Iteration 10F: 3 clusters Score -12906.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Entering Unmasked Estep 
Score: -58163400.000000 Penalty: 22027.519531
Splitting cluster 15 changes total score from -58155964.000000 to -58163400.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (23374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Entering Unmasked Estep 
Score: -1392351.500000 Penalty: 457.701782
	Iteration 0F: 2 clusters Score -1392352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1376681.750000 Penalty: 915.403564
	Iteration 0F: 3 clusters Score -1376682 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1383280.125000 Penalty: 915.403564
	Iteration 1F: 3 clusters Score -1383280 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1383740.500000 Penalty: 915.403564
	Iteration 2Q: 3 clusters Score -1383740 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1384505.625000 Penalty: 915.403564
	Iteration 3F: 3 clusters Score -1384506 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1385731.625000 Penalty: 915.403564
	Iteration 4F: 3 clusters Score -1385732 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1387405.875000 Penalty: 915.403564
	Iteration 5F: 3 clusters Score -1387406 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1389065.750000 Penalty: 915.403564
	Iteration 6F: 3 clusters Score -1389066 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1390184.000000 Penalty: 915.403564
	Iteration 7F: 3 clusters Score -1390184 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1390846.125000 Penalty: 915.403564
	Iteration 8Q: 3 clusters Score -1390846 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1391277.000000 Penalty: 915.403564
	Iteration 9Q: 3 clusters Score -1391277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1391520.750000 Penalty: 915.403564
	Iteration 10Q: 3 clusters Score -1391521 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1391678.000000 Penalty: 915.403564
	Iteration 11Q: 3 clusters Score -1391678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1391773.125000 Penalty: 915.403564
	Iteration 12Q: 3 clusters Score -1391773 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1391821.750000 Penalty: 915.403564
	Iteration 13Q: 3 clusters Score -1391822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1391861.500000 Penalty: 915.403564
	Iteration 14Q: 3 clusters Score -1391862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1391889.375000 Penalty: 915.403564
	Iteration 15Q: 3 clusters Score -1391889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1391904.875000 Penalty: 915.403564
	Iteration 16Q: 3 clusters Score -1391905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1391917.625000 Penalty: 915.403564
	Iteration 17Q: 3 clusters Score -1391918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1391928.500000 Penalty: 915.403564
	Iteration 18Q: 3 clusters Score -1391928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1391939.875000 Penalty: 915.403564
	Iteration 19Q: 3 clusters Score -1391940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1391945.125000 Penalty: 915.403564
	Iteration 20F: 3 clusters Score -1391945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1391950.000000 Penalty: 915.403564
	Iteration 21Q: 3 clusters Score -1391950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1391952.125000 Penalty: 915.403564
	Iteration 22Q: 3 clusters Score -1391952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1391954.375000 Penalty: 915.403564
	Iteration 23Q: 3 clusters Score -1391954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1391954.750000 Penalty: 915.403564
	Iteration 24Q: 3 clusters Score -1391955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1391955.250000 Penalty: 915.403564
	Iteration 25Q: 3 clusters Score -1391955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1391956.500000 Penalty: 915.403564
	Iteration 26Q: 3 clusters Score -1391956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1391960.000000 Penalty: 915.403564
	Iteration 27Q: 3 clusters Score -1391960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1391961.875000 Penalty: 915.403564
	Iteration 28Q: 3 clusters Score -1391962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1391963.750000 Penalty: 915.403564
	Iteration 29Q: 3 clusters Score -1391964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1391964.375000 Penalty: 915.403564
	Iteration 30Q: 3 clusters Score -1391964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1391964.375000 Penalty: 915.403564
	Iteration 31F: 3 clusters Score -1391964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Entering Unmasked Estep 
Score: -4370151.000000 Penalty: 509.410797
	Iteration 0F: 2 clusters Score -4370151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4320957.500000 Penalty: 1018.821594
	Iteration 0F: 3 clusters Score -4320958 nChanged 35580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4342183.000000 Penalty: 1018.821594
	Iteration 1F: 3 clusters Score -4342183 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4343007.000000 Penalty: 1018.821594
	Iteration 2Q: 3 clusters Score -4343007 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4344344.500000 Penalty: 1018.821594
	Iteration 3Q: 3 clusters Score -4344344 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4346416.500000 Penalty: 1018.821594
	Iteration 4F: 3 clusters Score -4346416 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4349501.000000 Penalty: 1018.821594
	Iteration 5F: 3 clusters Score -4349501 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4352960.000000 Penalty: 1018.821594
	Iteration 6F: 3 clusters Score -4352960 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4355066.500000 Penalty: 1018.821594
	Iteration 7F: 3 clusters Score -4355066 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4355801.000000 Penalty: 1018.821594
	Iteration 8Q: 3 clusters Score -4355801 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4356015.500000 Penalty: 1018.821594
	Iteration 9Q: 3 clusters Score -4356016 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4356174.500000 Penalty: 1018.821594
	Iteration 10Q: 3 clusters Score -4356174 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4356343.000000 Penalty: 1018.821594
	Iteration 11Q: 3 clusters Score -4356343 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4356511.000000 Penalty: 1018.821594
	Iteration 12Q: 3 clusters Score -4356511 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4356720.000000 Penalty: 1018.821594
	Iteration 13Q: 3 clusters Score -4356720 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4356998.000000 Penalty: 1018.821594
	Iteration 14Q: 3 clusters Score -4356998 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4357255.500000 Penalty: 1018.821594
	Iteration 15Q: 3 clusters Score -4357256 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4357597.500000 Penalty: 1018.821594
	Iteration 16Q: 3 clusters Score -4357598 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4357984.500000 Penalty: 1018.821594
	Iteration 17Q: 3 clusters Score -4357984 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -4358391.500000 Penalty: 1018.821594
	Iteration 18Q: 3 clusters Score -4358392 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4358900.500000 Penalty: 1018.821594
	Iteration 19Q: 3 clusters Score -4358900 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4359531.000000 Penalty: 1018.821594
	Iteration 20F: 3 clusters Score -4359531 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4360232.500000 Penalty: 1018.821594
	Iteration 21Q: 3 clusters Score -4360232 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4361058.000000 Penalty: 1018.821594
	Iteration 22Q: 3 clusters Score -4361058 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4361950.500000 Penalty: 1018.821594
	Iteration 23Q: 3 clusters Score -4361950 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4362880.000000 Penalty: 1018.821594
	Iteration 24Q: 3 clusters Score -4362880 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4363896.500000 Penalty: 1018.821594
	Iteration 25Q: 3 clusters Score -4363896 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4364977.500000 Penalty: 1018.821594
	Iteration 26Q: 3 clusters Score -4364978 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4366008.500000 Penalty: 1018.821594
	Iteration 27Q: 3 clusters Score -4366008 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4366918.000000 Penalty: 1018.821594
	Iteration 28Q: 3 clusters Score -4366918 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4367708.000000 Penalty: 1018.821594
	Iteration 29Q: 3 clusters Score -4367708 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4368396.500000 Penalty: 1018.821594
	Iteration 30Q: 3 clusters Score -4368396 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4368948.000000 Penalty: 1018.821594
	Iteration 31Q: 3 clusters Score -4368948 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4369366.000000 Penalty: 1018.821594
	Iteration 32Q: 3 clusters Score -4369366 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72568 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4369551.500000 Penalty: 1018.821594
	Iteration 33Q: 3 clusters Score -4369552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4369628.000000 Penalty: 1018.821594
	Iteration 34Q: 3 clusters Score -4369628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4369672.000000 Penalty: 1018.821594
	Iteration 35Q: 3 clusters Score -4369672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4369698.500000 Penalty: 1018.821594
	Iteration 36Q: 3 clusters Score -4369698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4369713.500000 Penalty: 1018.821594
	Iteration 37Q: 3 clusters Score -4369714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4369721.500000 Penalty: 1018.821594
	Iteration 38Q: 3 clusters Score -4369722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4369721.500000 Penalty: 1018.821594
	Iteration 39Q: 3 clusters Score -4369722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4369721.000000 Penalty: 1018.821594
	Iteration 40F: 3 clusters Score -4369721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Entering Unmasked Estep 
Score: -970904.750000 Penalty: 441.037750
	Iteration 0F: 2 clusters Score -970904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -960033.187500 Penalty: 882.075500
	Iteration 0F: 3 clusters Score -960033.2 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -964481.812500 Penalty: 882.075500
	Iteration 1F: 3 clusters Score -964481.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -964918.375000 Penalty: 882.075500
	Iteration 2F: 3 clusters Score -964918.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -965549.875000 Penalty: 882.075500
	Iteration 3F: 3 clusters Score -965549.9 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -966462.062500 Penalty: 882.075500
	Iteration 4F: 3 clusters Score -966462.1 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -967650.687500 Penalty: 882.075500
	Iteration 5F: 3 clusters Score -967650.7 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -968793.500000 Penalty: 882.075500
	Iteration 6F: 3 clusters Score -968793.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -969497.750000 Penalty: 882.075500
	Iteration 7Q: 3 clusters Score -969497.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -969855.437500 Penalty: 882.075500
	Iteration 8Q: 3 clusters Score -969855.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -970012.625000 Penalty: 882.075500
	Iteration 9Q: 3 clusters Score -970012.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -970104.125000 Penalty: 882.075500
	Iteration 10Q: 3 clusters Score -970104.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -970169.812500 Penalty: 882.075500
	Iteration 11Q: 3 clusters Score -970169.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -970223.750000 Penalty: 882.075500
	Iteration 12Q: 3 clusters Score -970223.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -970260.687500 Penalty: 882.075500
	Iteration 13Q: 3 clusters Score -970260.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -970285.187500 Penalty: 882.075500
	Iteration 14Q: 3 clusters Score -970285.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -970311.000000 Penalty: 882.075500
	Iteration 15Q: 3 clusters Score -970311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -970329.312500 Penalty: 882.075500
	Iteration 16Q: 3 clusters Score -970329.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -970346.312500 Penalty: 882.075500
	Iteration 17Q: 3 clusters Score -970346.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -970368.437500 Penalty: 882.075500
	Iteration 18Q: 3 clusters Score -970368.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -970395.875000 Penalty: 882.075500
	Iteration 19Q: 3 clusters Score -970395.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -970423.812500 Penalty: 882.075500
	Iteration 20F: 3 clusters Score -970423.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -970445.687500 Penalty: 882.075500
	Iteration 21Q: 3 clusters Score -970445.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -970462.750000 Penalty: 882.075500
	Iteration 22Q: 3 clusters Score -970462.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -970471.437500 Penalty: 882.075500
	Iteration 23Q: 3 clusters Score -970471.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -970483.500000 Penalty: 882.075500
	Iteration 24Q: 3 clusters Score -970483.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -970494.250000 Penalty: 882.075500
	Iteration 25Q: 3 clusters Score -970494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -970502.750000 Penalty: 882.075500
	Iteration 26Q: 3 clusters Score -970502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -970506.125000 Penalty: 882.075500
	Iteration 27Q: 3 clusters Score -970506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -970508.875000 Penalty: 882.075500
	Iteration 28Q: 3 clusters Score -970508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -970510.500000 Penalty: 882.075500
	Iteration 29Q: 3 clusters Score -970510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -970511.625000 Penalty: 882.075500
	Iteration 30Q: 3 clusters Score -970511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 882.075500
	Iteration 31Q: 3 clusters Score -970513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -970514.500000 Penalty: 882.075500
	Iteration 32Q: 3 clusters Score -970514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -970515.312500 Penalty: 882.075500
	Iteration 33Q: 3 clusters Score -970515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -970517.062500 Penalty: 882.075500
	Iteration 34Q: 3 clusters Score -970517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -970519.750000 Penalty: 882.075500
	Iteration 35Q: 3 clusters Score -970519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -970521.750000 Penalty: 882.075500
	Iteration 36Q: 3 clusters Score -970521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -970524.250000 Penalty: 882.075500
	Iteration 37Q: 3 clusters Score -970524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -970525.625000 Penalty: 882.075500
	Iteration 38Q: 3 clusters Score -970525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -970529.250000 Penalty: 882.075500
	Iteration 39Q: 3 clusters Score -970529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -970531.875000 Penalty: 882.075500
	Iteration 40F: 3 clusters Score -970531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -970537.312500 Penalty: 882.075500
	Iteration 41Q: 3 clusters Score -970537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -970539.812500 Penalty: 882.075500
	Iteration 42Q: 3 clusters Score -970539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -970544.125000 Penalty: 882.075500
	Iteration 43Q: 3 clusters Score -970544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -970544.750000 Penalty: 882.075500
	Iteration 44Q: 3 clusters Score -970544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -970547.937500 Penalty: 882.075500
	Iteration 45Q: 3 clusters Score -970547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -970549.875000 Penalty: 882.075500
	Iteration 46Q: 3 clusters Score -970549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -970551.812500 Penalty: 882.075500
	Iteration 47Q: 3 clusters Score -970551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -970551.062500 Penalty: 882.075500
	Iteration 48Q: 3 clusters Score -970551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -970552.687500 Penalty: 882.075500
	Iteration 49Q: 3 clusters Score -970552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -970553.687500 Penalty: 882.075500
	Iteration 50Q: 3 clusters Score -970553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -970553.812500 Penalty: 882.075500
	Iteration 51Q: 3 clusters Score -970553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -970553.812500 Penalty: 882.075500
	Iteration 52F: 3 clusters Score -970553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -59133.035156 Penalty: 332.751526
	Iteration 0F: 2 clusters Score -59133.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -58123.761719 Penalty: 665.503052
	Iteration 0F: 3 clusters Score -58123.76 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59460.644531 Penalty: 665.503052
	Iteration 1F: 3 clusters Score -59460.64 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60094.058594 Penalty: 665.503052
	Iteration 2F: 3 clusters Score -60094.06 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60453.554688 Penalty: 665.503052
	Iteration 3F: 3 clusters Score -60453.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60641.593750 Penalty: 665.503052
	Iteration 4F: 3 clusters Score -60641.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60753.843750 Penalty: 665.503052
	Iteration 5Q: 3 clusters Score -60753.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60803.492188 Penalty: 665.503052
	Iteration 6Q: 3 clusters Score -60803.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60828.386719 Penalty: 665.503052
	Iteration 7Q: 3 clusters Score -60828.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -60839.832031 Penalty: 665.503052
	Iteration 8Q: 3 clusters Score -60839.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60851.226562 Penalty: 665.503052
	Iteration 9Q: 3 clusters Score -60851.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60922.046875 Penalty: 665.503052
	Iteration 10Q: 3 clusters Score -60922.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61147.390625 Penalty: 665.503052
	Iteration 11Q: 3 clusters Score -61147.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61426.644531 Penalty: 665.503052
	Iteration 12Q: 3 clusters Score -61426.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61498.480469 Penalty: 665.503052
	Iteration 13Q: 3 clusters Score -61498.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -61589.718750 Penalty: 665.503052
	Iteration 14Q: 3 clusters Score -61589.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61617.906250 Penalty: 665.503052
	Iteration 15Q: 3 clusters Score -61617.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61642.417969 Penalty: 665.503052
	Iteration 16Q: 3 clusters Score -61642.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -61646.257812 Penalty: 665.503052
	Iteration 17Q: 3 clusters Score -61646.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61651.289062 Penalty: 665.503052
	Iteration 18Q: 3 clusters Score -61651.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61655.640625 Penalty: 665.503052
	Iteration 19Q: 3 clusters Score -61655.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61662.312500 Penalty: 665.503052
	Iteration 20F: 3 clusters Score -61662.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -61672.433594 Penalty: 665.503052
	Iteration 21Q: 3 clusters Score -61672.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -61679.050781 Penalty: 665.503052
	Iteration 22Q: 3 clusters Score -61679.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61680.351562 Penalty: 665.503052
	Iteration 23Q: 3 clusters Score -61680.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -61681.308594 Penalty: 665.503052
	Iteration 24Q: 3 clusters Score -61681.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61682.078125 Penalty: 665.503052
	Iteration 25Q: 3 clusters Score -61682.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -61682.406250 Penalty: 665.503052
	Iteration 26Q: 3 clusters Score -61682.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61684.343750 Penalty: 665.503052
	Iteration 27Q: 3 clusters Score -61684.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -61684.589844 Penalty: 665.503052
	Iteration 28Q: 3 clusters Score -61684.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -61685.230469 Penalty: 665.503052
	Iteration 29Q: 3 clusters Score -61685.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -61685.230469 Penalty: 665.503052
	Iteration 30F: 3 clusters Score -61685.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Entering Unmasked Estep 
Score: -58165900.000000 Penalty: 22656.876953
Splitting cluster 19 changes total score from -58155964.000000 to -58165900.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (142085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Entering Unmasked Estep 
Score: -8515082.000000 Penalty: 539.820190
	Iteration 0F: 2 clusters Score -8515082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -8423903.000000 Penalty: 1079.640381
	Iteration 0F: 3 clusters Score -8423903 nChanged 69786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -8466569.000000 Penalty: 1079.640381
	Iteration 1F: 3 clusters Score -8466569 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -8468564.000000 Penalty: 1079.640381
	Iteration 2Q: 3 clusters Score -8468564 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -8471487.000000 Penalty: 1079.640381
	Iteration 3Q: 3 clusters Score -8471487 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -8475944.000000 Penalty: 1079.640381
	Iteration 4F: 3 clusters Score -8475944 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -8482140.000000 Penalty: 1079.640381
	Iteration 5F: 3 clusters Score -8482140 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -8488558.000000 Penalty: 1079.640381
	Iteration 6F: 3 clusters Score -8488558 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98280 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8493901.000000 Penalty: 1079.640381
	Iteration 7F: 3 clusters Score -8493901 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8497904.000000 Penalty: 1079.640381
	Iteration 8F: 3 clusters Score -8497904 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8500836.000000 Penalty: 1079.640381
	Iteration 9Q: 3 clusters Score -8500836 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -8502695.000000 Penalty: 1079.640381
	Iteration 10Q: 3 clusters Score -8502695 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -8503982.000000 Penalty: 1079.640381
	Iteration 11Q: 3 clusters Score -8503982 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -8504880.000000 Penalty: 1079.640381
	Iteration 12Q: 3 clusters Score -8504880 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -8505614.000000 Penalty: 1079.640381
	Iteration 13Q: 3 clusters Score -8505614 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8506228.000000 Penalty: 1079.640381
	Iteration 14Q: 3 clusters Score -8506228 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8506761.000000 Penalty: 1079.640381
	Iteration 15Q: 3 clusters Score -8506761 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8507275.000000 Penalty: 1079.640381
	Iteration 16Q: 3 clusters Score -8507275 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -8507661.000000 Penalty: 1079.640381
	Iteration 17Q: 3 clusters Score -8507661 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8507989.000000 Penalty: 1079.640381
	Iteration 18Q: 3 clusters Score -8507989 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -8508312.000000 Penalty: 1079.640381
	Iteration 19Q: 3 clusters Score -8508312 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121947 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -8508602.000000 Penalty: 1079.640381
	Iteration 20F: 3 clusters Score -8508602 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122585 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -8508819.000000 Penalty: 1079.640381
	Iteration 21Q: 3 clusters Score -8508819 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123158 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8509027.000000 Penalty: 1079.640381
	Iteration 22Q: 3 clusters Score -8509027 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -8509234.000000 Penalty: 1079.640381
	Iteration 23Q: 3 clusters Score -8509234 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8509358.000000 Penalty: 1079.640381
	Iteration 24Q: 3 clusters Score -8509358 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -8509515.000000 Penalty: 1079.640381
	Iteration 25Q: 3 clusters Score -8509515 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8509748.000000 Penalty: 1079.640381
	Iteration 26Q: 3 clusters Score -8509748 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125830 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -8509874.000000 Penalty: 1079.640381
	Iteration 27Q: 3 clusters Score -8509874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126341 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -8509994.000000 Penalty: 1079.640381
	Iteration 28Q: 3 clusters Score -8509994 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -8510193.000000 Penalty: 1079.640381
	Iteration 29Q: 3 clusters Score -8510193 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -8510347.000000 Penalty: 1079.640381
	Iteration 30Q: 3 clusters Score -8510347 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -8510496.000000 Penalty: 1079.640381
	Iteration 31Q: 3 clusters Score -8510496 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8510672.000000 Penalty: 1079.640381
	Iteration 32Q: 3 clusters Score -8510672 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8510799.000000 Penalty: 1079.640381
	Iteration 33Q: 3 clusters Score -8510799 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8510959.000000 Penalty: 1079.640381
	Iteration 34Q: 3 clusters Score -8510959 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -8511101.000000 Penalty: 1079.640381
	Iteration 35Q: 3 clusters Score -8511101 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130305 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -8511285.000000 Penalty: 1079.640381
	Iteration 36Q: 3 clusters Score -8511285 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130781 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -8511448.000000 Penalty: 1079.640381
	Iteration 37Q: 3 clusters Score -8511448 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -8511601.000000 Penalty: 1079.640381
	Iteration 38Q: 3 clusters Score -8511601 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131717 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -8511769.000000 Penalty: 1079.640381
	Iteration 39Q: 3 clusters Score -8511769 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -8511965.000000 Penalty: 1079.640381
	Iteration 40F: 3 clusters Score -8511965 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132590 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -8512161.000000 Penalty: 1079.640381
	Iteration 41Q: 3 clusters Score -8512161 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8512289.000000 Penalty: 1079.640381
	Iteration 42Q: 3 clusters Score -8512289 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133420 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -8512440.000000 Penalty: 1079.640381
	Iteration 43Q: 3 clusters Score -8512440 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8512583.000000 Penalty: 1079.640381
	Iteration 44Q: 3 clusters Score -8512583 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8512724.000000 Penalty: 1079.640381
	Iteration 45Q: 3 clusters Score -8512724 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -8512850.000000 Penalty: 1079.640381
	Iteration 46Q: 3 clusters Score -8512850 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8512982.000000 Penalty: 1079.640381
	Iteration 47Q: 3 clusters Score -8512982 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135173 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -8513072.000000 Penalty: 1079.640381
	Iteration 48Q: 3 clusters Score -8513072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135438 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -8513185.000000 Penalty: 1079.640381
	Iteration 49Q: 3 clusters Score -8513185 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135691 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8513302.000000 Penalty: 1079.640381
	Iteration 50Q: 3 clusters Score -8513302 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8513419.000000 Penalty: 1079.640381
	Iteration 51Q: 3 clusters Score -8513419 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8513491.000000 Penalty: 1079.640381
	Iteration 52Q: 3 clusters Score -8513491 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -8513549.000000 Penalty: 1079.640381
	Iteration 53Q: 3 clusters Score -8513549 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -8513615.000000 Penalty: 1079.640381
	Iteration 54Q: 3 clusters Score -8513615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -8513698.000000 Penalty: 1079.640381
	Iteration 55Q: 3 clusters Score -8513698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -8513736.000000 Penalty: 1079.640381
	Iteration 56Q: 3 clusters Score -8513736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8513792.000000 Penalty: 1079.640381
	Iteration 57Q: 3 clusters Score -8513792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8513813.000000 Penalty: 1079.640381
	Iteration 58Q: 3 clusters Score -8513813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8513835.000000 Penalty: 1079.640381
	Iteration 59Q: 3 clusters Score -8513835 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8513881.000000 Penalty: 1079.640381
	Iteration 60F: 3 clusters Score -8513881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -8513902.000000 Penalty: 1079.640381
	Iteration 61Q: 3 clusters Score -8513902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137336 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8513945.000000 Penalty: 1079.640381
	Iteration 62Q: 3 clusters Score -8513945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8513962.000000 Penalty: 1079.640381
	Iteration 63Q: 3 clusters Score -8513962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8513993.000000 Penalty: 1079.640381
	Iteration 64Q: 3 clusters Score -8513993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137534 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -8514030.000000 Penalty: 1079.640381
	Iteration 65Q: 3 clusters Score -8514030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8514027.000000 Penalty: 1079.640381
	Iteration 66Q: 3 clusters Score -8514027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8514028.000000 Penalty: 1079.640381
	Iteration 67Q: 3 clusters Score -8514028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8514041.000000 Penalty: 1079.640381
	Iteration 68Q: 3 clusters Score -8514041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8514060.000000 Penalty: 1079.640381
	Iteration 69Q: 3 clusters Score -8514060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -8514064.000000 Penalty: 1079.640381
	Iteration 70Q: 3 clusters Score -8514064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8514069.000000 Penalty: 1079.640381
	Iteration 71Q: 3 clusters Score -8514069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137711 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8514085.000000 Penalty: 1079.640381
	Iteration 72Q: 3 clusters Score -8514085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137723 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8514091.000000 Penalty: 1079.640381
	Iteration 73Q: 3 clusters Score -8514091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8514079.000000 Penalty: 1079.640381
	Iteration 74Q: 3 clusters Score -8514079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8514080.000000 Penalty: 1079.640381
	Iteration 75Q: 3 clusters Score -8514080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8514077.000000 Penalty: 1079.640381
	Iteration 76Q: 3 clusters Score -8514077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8514084.000000 Penalty: 1079.640381
	Iteration 77Q: 3 clusters Score -8514084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8514081.000000 Penalty: 1079.640381
	Iteration 78Q: 3 clusters Score -8514081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137760 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 79Q: 3 clusters Score -8514083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137763 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8514079.000000 Penalty: 1079.640381
	Iteration 80F: 3 clusters Score -8514079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137768 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8514079.000000 Penalty: 1079.640381
	Iteration 81Q: 3 clusters Score -8514079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137773 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -8514079.000000 Penalty: 1079.640381
	Iteration 82Q: 3 clusters Score -8514079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -8514079.000000 Penalty: 1079.640381
	Iteration 83Q: 3 clusters Score -8514079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 84Q: 3 clusters Score -8514083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8514085.000000 Penalty: 1079.640381
	Iteration 85Q: 3 clusters Score -8514085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 86Q: 3 clusters Score -8514083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8514084.000000 Penalty: 1079.640381
	Iteration 87Q: 3 clusters Score -8514084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8514086.000000 Penalty: 1079.640381
	Iteration 88Q: 3 clusters Score -8514086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137786 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8514085.000000 Penalty: 1079.640381
	Iteration 89Q: 3 clusters Score -8514085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8514086.000000 Penalty: 1079.640381
	Iteration 90Q: 3 clusters Score -8514086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137791 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8514084.000000 Penalty: 1079.640381
	Iteration 91Q: 3 clusters Score -8514084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 92Q: 3 clusters Score -8514083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8514085.000000 Penalty: 1079.640381
	Iteration 93Q: 3 clusters Score -8514085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 94Q: 3 clusters Score -8514083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 95Q: 3 clusters Score -8514083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8514081.000000 Penalty: 1079.640381
	Iteration 96Q: 3 clusters Score -8514081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8514083.000000 Penalty: 1079.640381
	Iteration 97Q: 3 clusters Score -8514083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8514077.000000 Penalty: 1079.640381
	Iteration 98Q: 3 clusters Score -8514077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137831 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8514072.000000 Penalty: 1079.640381
	Iteration 99Q: 3 clusters Score -8514072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8514069.000000 Penalty: 1079.640381
	Iteration 100F: 3 clusters Score -8514069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8514064.000000 Penalty: 1079.640381
	Iteration 101Q: 3 clusters Score -8514064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8514065.000000 Penalty: 1079.640381
	Iteration 102Q: 3 clusters Score -8514065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137854 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -8514052.000000 Penalty: 1079.640381
	Iteration 103Q: 3 clusters Score -8514052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8514065.000000 Penalty: 1079.640381
	Iteration 104Q: 3 clusters Score -8514065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137869 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8514062.000000 Penalty: 1079.640381
	Iteration 105Q: 3 clusters Score -8514062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -8514066.000000 Penalty: 1079.640381
	Iteration 106Q: 3 clusters Score -8514066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137877 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8514060.000000 Penalty: 1079.640381
	Iteration 107Q: 3 clusters Score -8514060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8514059.000000 Penalty: 1079.640381
	Iteration 108Q: 3 clusters Score -8514059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8514058.000000 Penalty: 1079.640381
	Iteration 109Q: 3 clusters Score -8514058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8514061.000000 Penalty: 1079.640381
	Iteration 110Q: 3 clusters Score -8514061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137890 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8514057.000000 Penalty: 1079.640381
	Iteration 111Q: 3 clusters Score -8514057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -8514054.000000 Penalty: 1079.640381
	Iteration 112Q: 3 clusters Score -8514054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137895 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8514058.000000 Penalty: 1079.640381
	Iteration 113Q: 3 clusters Score -8514058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137899 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8514057.000000 Penalty: 1079.640381
	Iteration 114Q: 3 clusters Score -8514057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8514054.000000 Penalty: 1079.640381
	Iteration 115Q: 3 clusters Score -8514054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8514054.000000 Penalty: 1079.640381
	Iteration 116Q: 3 clusters Score -8514054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8514054.000000 Penalty: 1079.640381
	Iteration 117F: 3 clusters Score -8514054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -85649.890625 Penalty: 333.473785
	Iteration 0F: 2 clusters Score -85649.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84525.343750 Penalty: 666.947571
	Iteration 0F: 3 clusters Score -84525.34 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84945.226562 Penalty: 666.947571
	Iteration 1F: 3 clusters Score -84945.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85029.546875 Penalty: 666.947571
	Iteration 2F: 3 clusters Score -85029.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -85102.210938 Penalty: 666.947571
	Iteration 3F: 3 clusters Score -85102.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -85165.398438 Penalty: 666.947571
	Iteration 4Q: 3 clusters Score -85165.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -85217.078125 Penalty: 666.947571
	Iteration 5Q: 3 clusters Score -85217.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85268.179688 Penalty: 666.947571
	Iteration 6Q: 3 clusters Score -85268.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85312.742188 Penalty: 666.947571
	Iteration 7Q: 3 clusters Score -85312.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85351.156250 Penalty: 666.947571
	Iteration 8Q: 3 clusters Score -85351.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85395.546875 Penalty: 666.947571
	Iteration 9Q: 3 clusters Score -85395.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -85423.539062 Penalty: 666.947571
	Iteration 10Q: 3 clusters Score -85423.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -85437.593750 Penalty: 666.947571
	Iteration 11Q: 3 clusters Score -85437.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85453.640625 Penalty: 666.947571
	Iteration 12Q: 3 clusters Score -85453.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85473.804688 Penalty: 666.947571
	Iteration 13Q: 3 clusters Score -85473.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -85493.703125 Penalty: 666.947571
	Iteration 14Q: 3 clusters Score -85493.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -85515.335938 Penalty: 666.947571
	Iteration 15Q: 3 clusters Score -85515.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -85527.671875 Penalty: 666.947571
	Iteration 16Q: 3 clusters Score -85527.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -85538.375000 Penalty: 666.947571
	Iteration 17Q: 3 clusters Score -85538.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -85544.140625 Penalty: 666.947571
	Iteration 18Q: 3 clusters Score -85544.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -85550.906250 Penalty: 666.947571
	Iteration 19Q: 3 clusters Score -85550.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85553.648438 Penalty: 666.947571
	Iteration 20F: 3 clusters Score -85553.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85559.500000 Penalty: 666.947571
	Iteration 21Q: 3 clusters Score -85559.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85563.921875 Penalty: 666.947571
	Iteration 22Q: 3 clusters Score -85563.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -85570.453125 Penalty: 666.947571
	Iteration 23Q: 3 clusters Score -85570.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -85579.625000 Penalty: 666.947571
	Iteration 24Q: 3 clusters Score -85579.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -85595.687500 Penalty: 666.947571
	Iteration 25Q: 3 clusters Score -85595.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -85619.960938 Penalty: 666.947571
	Iteration 26Q: 3 clusters Score -85619.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85638.367188 Penalty: 666.947571
	Iteration 27Q: 3 clusters Score -85638.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -85655.023438 Penalty: 666.947571
	Iteration 28Q: 3 clusters Score -85655.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85663.890625 Penalty: 666.947571
	Iteration 29Q: 3 clusters Score -85663.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -85666.015625 Penalty: 666.947571
	Iteration 30Q: 3 clusters Score -85666.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85665.984375 Penalty: 666.947571
	Iteration 31Q: 3 clusters Score -85665.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85665.984375 Penalty: 666.947571
	Iteration 32F: 3 clusters Score -85665.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Entering Unmasked Estep 
Score: -58165656.000000 Penalty: 23286.234375
Splitting cluster 21 changes total score from -58155964.000000 to -58165656.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -251179.734375 Penalty: 382.321899
	Iteration 0F: 2 clusters Score -251179.7 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 2206 members 
Entering Unmasked Estep 
Score: -248192.171875 Penalty: 764.643799
	Iteration 0F: 3 clusters Score -248192.2 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -250096.312500 Penalty: 764.643799
	Iteration 1F: 3 clusters Score -250096.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -251090.578125 Penalty: 764.643799
	Iteration 2F: 3 clusters Score -251090.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -252295.500000 Penalty: 764.643799
	Iteration 3F: 3 clusters Score -252295.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -253146.968750 Penalty: 764.643799
	Iteration 4F: 3 clusters Score -253147 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -253656.500000 Penalty: 764.643799
	Iteration 5F: 3 clusters Score -253656.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -253857.015625 Penalty: 764.643799
	Iteration 6Q: 3 clusters Score -253857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -253985.828125 Penalty: 764.643799
	Iteration 7Q: 3 clusters Score -253985.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -254111.062500 Penalty: 764.643799
	Iteration 8Q: 3 clusters Score -254111.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -254298.156250 Penalty: 764.643799
	Iteration 9Q: 3 clusters Score -254298.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -254521.343750 Penalty: 764.643799
	Iteration 10Q: 3 clusters Score -254521.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -254770.609375 Penalty: 764.643799
	Iteration 11Q: 3 clusters Score -254770.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -254899.921875 Penalty: 764.643799
	Iteration 12Q: 3 clusters Score -254899.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -254937.468750 Penalty: 764.643799
	Iteration 13Q: 3 clusters Score -254937.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -254947.109375 Penalty: 764.643799
	Iteration 14Q: 3 clusters Score -254947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -254951.421875 Penalty: 764.643799
	Iteration 15Q: 3 clusters Score -254951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -254952.593750 Penalty: 764.643799
	Iteration 16Q: 3 clusters Score -254952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -254952.437500 Penalty: 764.643799
	Iteration 17Q: 3 clusters Score -254952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -254952.437500 Penalty: 764.643799
	Iteration 18F: 3 clusters Score -254952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2587 members 
Entering Unmasked Estep 
Score: -58169276.000000 Penalty: 23915.591797
Splitting cluster 22 changes total score from -58155964.000000 to -58169276.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (112198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Entering Unmasked Estep 
Score: -6736128.500000 Penalty: 529.074951
	Iteration 0F: 2 clusters Score -6736128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -6662151.000000 Penalty: 1058.149902
	Iteration 0F: 3 clusters Score -6662151 nChanged 54860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -6695862.000000 Penalty: 1058.149902
	Iteration 1F: 3 clusters Score -6695862 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -6697582.500000 Penalty: 1058.149902
	Iteration 2Q: 3 clusters Score -6697582 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -6700380.000000 Penalty: 1058.149902
	Iteration 3Q: 3 clusters Score -6700380 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -6704719.500000 Penalty: 1058.149902
	Iteration 4F: 3 clusters Score -6704720 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -6710923.000000 Penalty: 1058.149902
	Iteration 5F: 3 clusters Score -6710923 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -6717941.500000 Penalty: 1058.149902
	Iteration 6F: 3 clusters Score -6717942 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -6723396.500000 Penalty: 1058.149902
	Iteration 7F: 3 clusters Score -6723396 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -6726258.500000 Penalty: 1058.149902
	Iteration 8Q: 3 clusters Score -6726258 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -6727620.500000 Penalty: 1058.149902
	Iteration 9Q: 3 clusters Score -6727620 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -6728410.500000 Penalty: 1058.149902
	Iteration 10Q: 3 clusters Score -6728410 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -6728999.500000 Penalty: 1058.149902
	Iteration 11Q: 3 clusters Score -6729000 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -6729536.500000 Penalty: 1058.149902
	Iteration 12Q: 3 clusters Score -6729536 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -6730098.000000 Penalty: 1058.149902
	Iteration 13Q: 3 clusters Score -6730098 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -6730581.000000 Penalty: 1058.149902
	Iteration 14Q: 3 clusters Score -6730581 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -6731029.500000 Penalty: 1058.149902
	Iteration 15Q: 3 clusters Score -6731030 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -6731499.500000 Penalty: 1058.149902
	Iteration 16Q: 3 clusters Score -6731500 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -6731945.000000 Penalty: 1058.149902
	Iteration 17Q: 3 clusters Score -6731945 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -6732369.500000 Penalty: 1058.149902
	Iteration 18Q: 3 clusters Score -6732370 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -6732735.000000 Penalty: 1058.149902
	Iteration 19Q: 3 clusters Score -6732735 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -6733091.500000 Penalty: 1058.149902
	Iteration 20F: 3 clusters Score -6733092 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -6733406.500000 Penalty: 1058.149902
	Iteration 21Q: 3 clusters Score -6733406 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -6733740.500000 Penalty: 1058.149902
	Iteration 22Q: 3 clusters Score -6733740 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -6734061.500000 Penalty: 1058.149902
	Iteration 23Q: 3 clusters Score -6734062 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -6734264.500000 Penalty: 1058.149902
	Iteration 24Q: 3 clusters Score -6734264 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -6734513.000000 Penalty: 1058.149902
	Iteration 25Q: 3 clusters Score -6734513 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -6734704.500000 Penalty: 1058.149902
	Iteration 26Q: 3 clusters Score -6734704 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -6734904.500000 Penalty: 1058.149902
	Iteration 27Q: 3 clusters Score -6734904 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -6735054.500000 Penalty: 1058.149902
	Iteration 28Q: 3 clusters Score -6735054 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -6735215.500000 Penalty: 1058.149902
	Iteration 29Q: 3 clusters Score -6735216 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -6735376.500000 Penalty: 1058.149902
	Iteration 30Q: 3 clusters Score -6735376 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -6735479.000000 Penalty: 1058.149902
	Iteration 31Q: 3 clusters Score -6735479 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -6735549.500000 Penalty: 1058.149902
	Iteration 32Q: 3 clusters Score -6735550 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -6735607.000000 Penalty: 1058.149902
	Iteration 33Q: 3 clusters Score -6735607 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -6735648.500000 Penalty: 1058.149902
	Iteration 34Q: 3 clusters Score -6735648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -6735677.500000 Penalty: 1058.149902
	Iteration 35Q: 3 clusters Score -6735678 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -6735705.500000 Penalty: 1058.149902
	Iteration 36Q: 3 clusters Score -6735706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -6735741.000000 Penalty: 1058.149902
	Iteration 37Q: 3 clusters Score -6735741 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -6735776.500000 Penalty: 1058.149902
	Iteration 38Q: 3 clusters Score -6735776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -6735790.500000 Penalty: 1058.149902
	Iteration 39Q: 3 clusters Score -6735790 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -6735817.500000 Penalty: 1058.149902
	Iteration 40F: 3 clusters Score -6735818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -6735851.000000 Penalty: 1058.149902
	Iteration 41Q: 3 clusters Score -6735851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -6735876.500000 Penalty: 1058.149902
	Iteration 42Q: 3 clusters Score -6735876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -6735890.000000 Penalty: 1058.149902
	Iteration 43Q: 3 clusters Score -6735890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -6735911.500000 Penalty: 1058.149902
	Iteration 44Q: 3 clusters Score -6735912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -6735929.500000 Penalty: 1058.149902
	Iteration 45Q: 3 clusters Score -6735930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -6735934.500000 Penalty: 1058.149902
	Iteration 46Q: 3 clusters Score -6735934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -6735924.000000 Penalty: 1058.149902
	Iteration 47Q: 3 clusters Score -6735924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -6735944.000000 Penalty: 1058.149902
	Iteration 48Q: 3 clusters Score -6735944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -6735951.000000 Penalty: 1058.149902
	Iteration 49Q: 3 clusters Score -6735951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 107794 members 
Entering Unmasked Estep 
Score: -6735959.000000 Penalty: 1058.149902
	Iteration 50Q: 3 clusters Score -6735959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -6735959.000000 Penalty: 1058.149902
	Iteration 51Q: 3 clusters Score -6735959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -6735968.500000 Penalty: 1058.149902
	Iteration 52Q: 3 clusters Score -6735968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -6735975.500000 Penalty: 1058.149902
	Iteration 53Q: 3 clusters Score -6735976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -6735991.500000 Penalty: 1058.149902
	Iteration 54Q: 3 clusters Score -6735992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -6735982.000000 Penalty: 1058.149902
	Iteration 55Q: 3 clusters Score -6735982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -6735990.500000 Penalty: 1058.149902
	Iteration 56Q: 3 clusters Score -6735990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -6735989.500000 Penalty: 1058.149902
	Iteration 57Q: 3 clusters Score -6735990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -6735991.000000 Penalty: 1058.149902
	Iteration 58Q: 3 clusters Score -6735991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -6735998.000000 Penalty: 1058.149902
	Iteration 59Q: 3 clusters Score -6735998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -6736002.500000 Penalty: 1058.149902
	Iteration 60F: 3 clusters Score -6736002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -6736010.000000 Penalty: 1058.149902
	Iteration 61Q: 3 clusters Score -6736010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -6736005.500000 Penalty: 1058.149902
	Iteration 62Q: 3 clusters Score -6736006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -6736008.000000 Penalty: 1058.149902
	Iteration 63Q: 3 clusters Score -6736008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -6736008.000000 Penalty: 1058.149902
	Iteration 64F: 3 clusters Score -6736008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -38043.144531 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -38043.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37481.078125 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -37481.08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37766.875000 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -37766.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37895.847656 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -37895.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37973.050781 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -37973.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38094.003906 Penalty: 592.297974
	Iteration 4F: 3 clusters Score -38094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38151.238281 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -38151.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38202.941406 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -38202.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38228.148438 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -38228.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -38240.039062 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -38240.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38259.597656 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -38259.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38291.085938 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -38291.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38315.988281 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -38315.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38336.781250 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -38336.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38347.125000 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -38347.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38356.511719 Penalty: 592.297974
	Iteration 14Q: 3 clusters Score -38356.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38360.542969 Penalty: 592.297974
	Iteration 15Q: 3 clusters Score -38360.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38362.039062 Penalty: 592.297974
	Iteration 16Q: 3 clusters Score -38362.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38362.039062 Penalty: 592.297974
	Iteration 17F: 3 clusters Score -38362.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 406 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2587 members 
Mstep: Class 39 contains 265 members 
Entering Unmasked Estep 
Score: -58169240.000000 Penalty: 24544.949219
Splitting cluster 24 changes total score from -58155964.000000 to -58169240.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (114811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114811 members 
Entering Unmasked Estep 
Score: -6822498.000000 Penalty: 530.122437
	Iteration 0F: 2 clusters Score -6822498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6745883.000000 Penalty: 1060.244873
	Iteration 0F: 3 clusters Score -6745883 nChanged 56330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6783771.000000 Penalty: 1060.244873
	Iteration 1F: 3 clusters Score -6783771 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -6787806.000000 Penalty: 1060.244873
	Iteration 2F: 3 clusters Score -6787806 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -6793516.500000 Penalty: 1060.244873
	Iteration 3F: 3 clusters Score -6793516 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -6799862.000000 Penalty: 1060.244873
	Iteration 4F: 3 clusters Score -6799862 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6805170.000000 Penalty: 1060.244873
	Iteration 5F: 3 clusters Score -6805170 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6808357.000000 Penalty: 1060.244873
	Iteration 6Q: 3 clusters Score -6808357 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -6810248.000000 Penalty: 1060.244873
	Iteration 7Q: 3 clusters Score -6810248 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -6811387.000000 Penalty: 1060.244873
	Iteration 8Q: 3 clusters Score -6811387 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -6812432.500000 Penalty: 1060.244873
	Iteration 9Q: 3 clusters Score -6812432 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -6813401.500000 Penalty: 1060.244873
	Iteration 10Q: 3 clusters Score -6813402 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6814372.500000 Penalty: 1060.244873
	Iteration 11Q: 3 clusters Score -6814372 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -6815403.500000 Penalty: 1060.244873
	Iteration 12Q: 3 clusters Score -6815404 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -6816428.500000 Penalty: 1060.244873
	Iteration 13Q: 3 clusters Score -6816428 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6817414.500000 Penalty: 1060.244873
	Iteration 14Q: 3 clusters Score -6817414 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6818286.500000 Penalty: 1060.244873
	Iteration 15Q: 3 clusters Score -6818286 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -6819054.500000 Penalty: 1060.244873
	Iteration 16Q: 3 clusters Score -6819054 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6819739.000000 Penalty: 1060.244873
	Iteration 17Q: 3 clusters Score -6819739 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6820411.500000 Penalty: 1060.244873
	Iteration 18Q: 3 clusters Score -6820412 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6820952.000000 Penalty: 1060.244873
	Iteration 19Q: 3 clusters Score -6820952 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6821396.000000 Penalty: 1060.244873
	Iteration 20F: 3 clusters Score -6821396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6821753.000000 Penalty: 1060.244873
	Iteration 21Q: 3 clusters Score -6821753 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6822017.500000 Penalty: 1060.244873
	Iteration 22Q: 3 clusters Score -6822018 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113275 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6822141.500000 Penalty: 1060.244873
	Iteration 23Q: 3 clusters Score -6822142 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6822230.000000 Penalty: 1060.244873
	Iteration 24Q: 3 clusters Score -6822230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6822282.500000 Penalty: 1060.244873
	Iteration 25Q: 3 clusters Score -6822282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6822337.500000 Penalty: 1060.244873
	Iteration 26Q: 3 clusters Score -6822338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6822367.500000 Penalty: 1060.244873
	Iteration 27Q: 3 clusters Score -6822368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113519 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6822376.000000 Penalty: 1060.244873
	Iteration 28Q: 3 clusters Score -6822376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6822392.000000 Penalty: 1060.244873
	Iteration 29Q: 3 clusters Score -6822392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6822404.000000 Penalty: 1060.244873
	Iteration 30Q: 3 clusters Score -6822404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113543 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6822415.500000 Penalty: 1060.244873
	Iteration 31Q: 3 clusters Score -6822416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6822424.000000 Penalty: 1060.244873
	Iteration 32Q: 3 clusters Score -6822424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6822432.000000 Penalty: 1060.244873
	Iteration 33Q: 3 clusters Score -6822432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6822431.500000 Penalty: 1060.244873
	Iteration 34Q: 3 clusters Score -6822432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6822432.000000 Penalty: 1060.244873
	Iteration 35Q: 3 clusters Score -6822432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6822438.500000 Penalty: 1060.244873
	Iteration 36Q: 3 clusters Score -6822438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6822441.500000 Penalty: 1060.244873
	Iteration 37Q: 3 clusters Score -6822442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6822442.500000 Penalty: 1060.244873
	Iteration 38Q: 3 clusters Score -6822442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6822444.000000 Penalty: 1060.244873
	Iteration 39Q: 3 clusters Score -6822444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6822443.000000 Penalty: 1060.244873
	Iteration 40F: 3 clusters Score -6822443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6822450.500000 Penalty: 1060.244873
	Iteration 41Q: 3 clusters Score -6822450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6822449.000000 Penalty: 1060.244873
	Iteration 42Q: 3 clusters Score -6822449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6822451.000000 Penalty: 1060.244873
	Iteration 43Q: 3 clusters Score -6822451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113500 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6822461.500000 Penalty: 1060.244873
	Iteration 44Q: 3 clusters Score -6822462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6822457.000000 Penalty: 1060.244873
	Iteration 45Q: 3 clusters Score -6822457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6822456.000000 Penalty: 1060.244873
	Iteration 46Q: 3 clusters Score -6822456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113481 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6822459.500000 Penalty: 1060.244873
	Iteration 47Q: 3 clusters Score -6822460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6822454.500000 Penalty: 1060.244873
	Iteration 48Q: 3 clusters Score -6822454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6822454.000000 Penalty: 1060.244873
	Iteration 49Q: 3 clusters Score -6822454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6822454.000000 Penalty: 1060.244873
	Iteration 50F: 3 clusters Score -6822454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -81814.367188 Penalty: 333.919403
	Iteration 0F: 2 clusters Score -81814.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -80715.578125 Penalty: 667.838806
	Iteration 0F: 3 clusters Score -80715.58 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -81713.289062 Penalty: 667.838806
	Iteration 1F: 3 clusters Score -81713.29 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82538.515625 Penalty: 667.838806
	Iteration 2F: 3 clusters Score -82538.52 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83557.179688 Penalty: 667.838806
	Iteration 3F: 3 clusters Score -83557.18 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84082.507812 Penalty: 667.838806
	Iteration 4F: 3 clusters Score -84082.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -84101.992188 Penalty: 667.838806
	Iteration 5Q: 3 clusters Score -84101.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84103.109375 Penalty: 667.838806
	Iteration 6Q: 3 clusters Score -84103.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84103.476562 Penalty: 667.838806
	Iteration 7Q: 3 clusters Score -84103.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84103.476562 Penalty: 667.838806
	Iteration 8F: 3 clusters Score -84103.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 406 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2587 members 
Mstep: Class 39 contains 265 members 
Mstep: Class 40 contains 644 members 
Entering Unmasked Estep 
Score: -58171164.000000 Penalty: 25174.306641
Splitting cluster 26 changes total score from -58155964.000000 to -58171164.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -28920.458984 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -28920.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28402.908203 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -28402.91 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29060.689453 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -29060.69 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29306.425781 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -29306.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29460.482422 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -29460.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -29712.582031 Penalty: 602.426697
	Iteration 4F: 3 clusters Score -29712.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -30062.962891 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -30062.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -30148.324219 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -30148.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30183.257812 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -30183.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30202.601562 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -30202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30208.277344 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -30208.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30214.404297 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -30214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -30218.513672 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -30218.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30221.953125 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -30221.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -30226.449219 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -30226.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30231.769531 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -30231.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30232.669922 Penalty: 602.426697
	Iteration 15Q: 3 clusters Score -30232.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30237.925781 Penalty: 602.426697
	Iteration 16F: 3 clusters Score -30237.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30247.330078 Penalty: 602.426697
	Iteration 17Q: 3 clusters Score -30247.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -30253.148438 Penalty: 602.426697
	Iteration 18Q: 3 clusters Score -30253.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30257.533203 Penalty: 602.426697
	Iteration 19Q: 3 clusters Score -30257.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30270.095703 Penalty: 602.426697
	Iteration 20F: 3 clusters Score -30270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -30283.468750 Penalty: 602.426697
	Iteration 21Q: 3 clusters Score -30283.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30299.847656 Penalty: 602.426697
	Iteration 22Q: 3 clusters Score -30299.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30314.091797 Penalty: 602.426697
	Iteration 23Q: 3 clusters Score -30314.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30331.126953 Penalty: 602.426697
	Iteration 24Q: 3 clusters Score -30331.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -30344.128906 Penalty: 602.426697
	Iteration 25Q: 3 clusters Score -30344.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -30350.623047 Penalty: 602.426697
	Iteration 26Q: 3 clusters Score -30350.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30356.460938 Penalty: 602.426697
	Iteration 27Q: 3 clusters Score -30356.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30358.529297 Penalty: 602.426697
	Iteration 28Q: 3 clusters Score -30358.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30362.208984 Penalty: 602.426697
	Iteration 29Q: 3 clusters Score -30362.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30364.734375 Penalty: 602.426697
	Iteration 30Q: 3 clusters Score -30364.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30367.572266 Penalty: 602.426697
	Iteration 31Q: 3 clusters Score -30367.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30367.572266 Penalty: 602.426697
	Iteration 32F: 3 clusters Score -30367.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 406 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2587 members 
Mstep: Class 39 contains 265 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 386 members 
Entering Unmasked Estep 
Score: -58172248.000000 Penalty: 25803.664062
Splitting cluster 27 changes total score from -58155964.000000 to -58172248.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -330036.781250 Penalty: 392.370758
	Iteration 0F: 2 clusters Score -330036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -326293.656250 Penalty: 784.741516
	Iteration 0F: 3 clusters Score -326293.7 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -327733.031250 Penalty: 784.741516
	Iteration 1F: 3 clusters Score -327733 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -327905.687500 Penalty: 784.741516
	Iteration 2F: 3 clusters Score -327905.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -328078.687500 Penalty: 784.741516
	Iteration 3F: 3 clusters Score -328078.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -328307.968750 Penalty: 784.741516
	Iteration 4F: 3 clusters Score -328308 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -328595.718750 Penalty: 784.741516
	Iteration 5F: 3 clusters Score -328595.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -328879.281250 Penalty: 784.741516
	Iteration 6F: 3 clusters Score -328879.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -329087.812500 Penalty: 784.741516
	Iteration 7Q: 3 clusters Score -329087.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -329215.500000 Penalty: 784.741516
	Iteration 8Q: 3 clusters Score -329215.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -329296.781250 Penalty: 784.741516
	Iteration 9Q: 3 clusters Score -329296.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -329368.343750 Penalty: 784.741516
	Iteration 10Q: 3 clusters Score -329368.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -329434.812500 Penalty: 784.741516
	Iteration 11Q: 3 clusters Score -329434.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -329506.406250 Penalty: 784.741516
	Iteration 12Q: 3 clusters Score -329506.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -329582.250000 Penalty: 784.741516
	Iteration 13Q: 3 clusters Score -329582.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -329632.406250 Penalty: 784.741516
	Iteration 14Q: 3 clusters Score -329632.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -329669.156250 Penalty: 784.741516
	Iteration 15Q: 3 clusters Score -329669.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -329688.156250 Penalty: 784.741516
	Iteration 16Q: 3 clusters Score -329688.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -329696.500000 Penalty: 784.741516
	Iteration 17Q: 3 clusters Score -329696.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -329701.093750 Penalty: 784.741516
	Iteration 18Q: 3 clusters Score -329701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -329707.187500 Penalty: 784.741516
	Iteration 19Q: 3 clusters Score -329707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -329711.093750 Penalty: 784.741516
	Iteration 20F: 3 clusters Score -329711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -329713.375000 Penalty: 784.741516
	Iteration 21Q: 3 clusters Score -329713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -329716.781250 Penalty: 784.741516
	Iteration 22Q: 3 clusters Score -329716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -329717.843750 Penalty: 784.741516
	Iteration 23Q: 3 clusters Score -329717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -329719.000000 Penalty: 784.741516
	Iteration 24Q: 3 clusters Score -329719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -329720.031250 Penalty: 784.741516
	Iteration 25Q: 3 clusters Score -329720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -329721.125000 Penalty: 784.741516
	Iteration 26Q: 3 clusters Score -329721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -329720.843750 Penalty: 784.741516
	Iteration 27Q: 3 clusters Score -329720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -329720.843750 Penalty: 784.741516
	Iteration 28F: 3 clusters Score -329720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (120538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Entering Unmasked Estep 
Score: -7100268.000000 Penalty: 532.337280
	Iteration 0F: 2 clusters Score -7100268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -7019299.000000 Penalty: 1064.674561
	Iteration 0F: 3 clusters Score -7019299 nChanged 59231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -7055876.000000 Penalty: 1064.674561
	Iteration 1F: 3 clusters Score -7055876 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -7058471.500000 Penalty: 1064.674561
	Iteration 2F: 3 clusters Score -7058472 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -7062619.500000 Penalty: 1064.674561
	Iteration 3F: 3 clusters Score -7062620 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -7068867.500000 Penalty: 1064.674561
	Iteration 4F: 3 clusters Score -7068868 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -7077310.500000 Penalty: 1064.674561
	Iteration 5F: 3 clusters Score -7077310 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -7085676.000000 Penalty: 1064.674561
	Iteration 6F: 3 clusters Score -7085676 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -7090690.500000 Penalty: 1064.674561
	Iteration 7Q: 3 clusters Score -7090690 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -7092638.000000 Penalty: 1064.674561
	Iteration 8Q: 3 clusters Score -7092638 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -7093701.500000 Penalty: 1064.674561
	Iteration 9Q: 3 clusters Score -7093702 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -7094623.000000 Penalty: 1064.674561
	Iteration 10Q: 3 clusters Score -7094623 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -7095361.500000 Penalty: 1064.674561
	Iteration 11Q: 3 clusters Score -7095362 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -7095948.000000 Penalty: 1064.674561
	Iteration 12Q: 3 clusters Score -7095948 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -7096464.000000 Penalty: 1064.674561
	Iteration 13Q: 3 clusters Score -7096464 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -7096912.000000 Penalty: 1064.674561
	Iteration 14Q: 3 clusters Score -7096912 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -7097336.000000 Penalty: 1064.674561
	Iteration 15Q: 3 clusters Score -7097336 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -7097809.500000 Penalty: 1064.674561
	Iteration 16Q: 3 clusters Score -7097810 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -7098166.000000 Penalty: 1064.674561
	Iteration 17Q: 3 clusters Score -7098166 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -7098457.000000 Penalty: 1064.674561
	Iteration 18Q: 3 clusters Score -7098457 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -7098700.500000 Penalty: 1064.674561
	Iteration 19Q: 3 clusters Score -7098700 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -7098929.500000 Penalty: 1064.674561
	Iteration 20F: 3 clusters Score -7098930 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -7099157.000000 Penalty: 1064.674561
	Iteration 21Q: 3 clusters Score -7099157 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -7099357.500000 Penalty: 1064.674561
	Iteration 22Q: 3 clusters Score -7099358 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -7099519.500000 Penalty: 1064.674561
	Iteration 23Q: 3 clusters Score -7099520 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -7099606.500000 Penalty: 1064.674561
	Iteration 24Q: 3 clusters Score -7099606 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -7099729.500000 Penalty: 1064.674561
	Iteration 25Q: 3 clusters Score -7099730 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -7099808.500000 Penalty: 1064.674561
	Iteration 26Q: 3 clusters Score -7099808 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -7099872.500000 Penalty: 1064.674561
	Iteration 27Q: 3 clusters Score -7099872 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -7099925.000000 Penalty: 1064.674561
	Iteration 28Q: 3 clusters Score -7099925 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -7099953.000000 Penalty: 1064.674561
	Iteration 29Q: 3 clusters Score -7099953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -7099950.500000 Penalty: 1064.674561
	Iteration 30Q: 3 clusters Score -7099950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -7099979.000000 Penalty: 1064.674561
	Iteration 31Q: 3 clusters Score -7099979 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -7100000.500000 Penalty: 1064.674561
	Iteration 32Q: 3 clusters Score -7100000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -7100005.000000 Penalty: 1064.674561
	Iteration 33Q: 3 clusters Score -7100005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -7099998.000000 Penalty: 1064.674561
	Iteration 34Q: 3 clusters Score -7099998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -7100022.000000 Penalty: 1064.674561
	Iteration 35Q: 3 clusters Score -7100022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -7100034.500000 Penalty: 1064.674561
	Iteration 36Q: 3 clusters Score -7100034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -7100036.000000 Penalty: 1064.674561
	Iteration 37Q: 3 clusters Score -7100036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -7100048.500000 Penalty: 1064.674561
	Iteration 38Q: 3 clusters Score -7100048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -7100059.000000 Penalty: 1064.674561
	Iteration 39Q: 3 clusters Score -7100059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -7100074.500000 Penalty: 1064.674561
	Iteration 40F: 3 clusters Score -7100074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 119630 members 
Entering Unmasked Estep 
Score: -7100081.500000 Penalty: 1064.674561
	Iteration 41Q: 3 clusters Score -7100082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -7100084.000000 Penalty: 1064.674561
	Iteration 42Q: 3 clusters Score -7100084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -7100082.500000 Penalty: 1064.674561
	Iteration 43Q: 3 clusters Score -7100082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -7100078.000000 Penalty: 1064.674561
	Iteration 44Q: 3 clusters Score -7100078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -7100075.000000 Penalty: 1064.674561
	Iteration 45Q: 3 clusters Score -7100075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 119717 members 
Entering Unmasked Estep 
Score: -7100082.500000 Penalty: 1064.674561
	Iteration 46Q: 3 clusters Score -7100082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 119728 members 
Entering Unmasked Estep 
Score: -7100076.000000 Penalty: 1064.674561
	Iteration 47Q: 3 clusters Score -7100076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -7100075.000000 Penalty: 1064.674561
	Iteration 48Q: 3 clusters Score -7100075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -7100079.500000 Penalty: 1064.674561
	Iteration 49Q: 3 clusters Score -7100080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 119748 members 
Entering Unmasked Estep 
Score: -7100085.000000 Penalty: 1064.674561
	Iteration 50Q: 3 clusters Score -7100085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -7100089.000000 Penalty: 1064.674561
	Iteration 51Q: 3 clusters Score -7100089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -7100083.000000 Penalty: 1064.674561
	Iteration 52Q: 3 clusters Score -7100083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -7100085.500000 Penalty: 1064.674561
	Iteration 53Q: 3 clusters Score -7100086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -7100079.500000 Penalty: 1064.674561
	Iteration 54Q: 3 clusters Score -7100080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -7100071.500000 Penalty: 1064.674561
	Iteration 55Q: 3 clusters Score -7100072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -7100068.000000 Penalty: 1064.674561
	Iteration 56Q: 3 clusters Score -7100068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -7100068.000000 Penalty: 1064.674561
	Iteration 57F: 3 clusters Score -7100068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -91946.070312 Penalty: 344.455170
	Iteration 0F: 2 clusters Score -91946.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -90742.312500 Penalty: 688.910339
	Iteration 0F: 3 clusters Score -90742.31 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -92525.929688 Penalty: 688.910339
	Iteration 1F: 3 clusters Score -92525.93 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -93159.882812 Penalty: 688.910339
	Iteration 2F: 3 clusters Score -93159.88 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -93722.476562 Penalty: 688.910339
	Iteration 3F: 3 clusters Score -93722.48 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -94297.507812 Penalty: 688.910339
	Iteration 4F: 3 clusters Score -94297.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -94554.500000 Penalty: 688.910339
	Iteration 5Q: 3 clusters Score -94554.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -94622.046875 Penalty: 688.910339
	Iteration 6Q: 3 clusters Score -94622.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -94678.468750 Penalty: 688.910339
	Iteration 7Q: 3 clusters Score -94678.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -94719.164062 Penalty: 688.910339
	Iteration 8Q: 3 clusters Score -94719.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -94734.257812 Penalty: 688.910339
	Iteration 9Q: 3 clusters Score -94734.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -94749.703125 Penalty: 688.910339
	Iteration 10Q: 3 clusters Score -94749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -94752.601562 Penalty: 688.910339
	Iteration 11Q: 3 clusters Score -94752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -94745.875000 Penalty: 688.910339
	Iteration 12Q: 3 clusters Score -94745.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -94762.468750 Penalty: 688.910339
	Iteration 13Q: 3 clusters Score -94762.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -94764.210938 Penalty: 688.910339
	Iteration 14Q: 3 clusters Score -94764.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -94765.687500 Penalty: 688.910339
	Iteration 15F: 3 clusters Score -94765.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -94770.179688 Penalty: 688.910339
	Iteration 16Q: 3 clusters Score -94770.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -94770.359375 Penalty: 688.910339
	Iteration 17Q: 3 clusters Score -94770.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -94786.750000 Penalty: 688.910339
	Iteration 18Q: 3 clusters Score -94786.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -94804.062500 Penalty: 688.910339
	Iteration 19Q: 3 clusters Score -94804.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -94815.445312 Penalty: 688.910339
	Iteration 20F: 3 clusters Score -94815.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -94817.953125 Penalty: 688.910339
	Iteration 21Q: 3 clusters Score -94817.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -94824.820312 Penalty: 688.910339
	Iteration 22Q: 3 clusters Score -94824.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -94824.820312 Penalty: 688.910339
	Iteration 23F: 3 clusters Score -94824.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 406 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 61377 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 508 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2587 members 
Mstep: Class 39 contains 265 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 1033 members 
Entering Unmasked Estep 
Score: -58175116.000000 Penalty: 26433.023438
Splitting cluster 30 changes total score from -58155964.000000 to -58175116.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 203488 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 23374 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 142085 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 112198 members 
Mstep: Class 24 contains 406 members 
Mstep: Class 25 contains 114811 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 120538 members 
Mstep: Class 30 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58176440.000000 Penalty: 26433.023438
Iteration 79Q: 43 clusters Score -5.817644e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 64484 members 
Mstep: Class 3 contains 203998 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 9463 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 1659 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 16584 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 23195 members 
Mstep: Class 17 contains 72854 members 
Mstep: Class 18 contains 16180 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 141847 members 
Mstep: Class 21 contains 795 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 112245 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 114307 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 120347 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 61145 members 
Mstep: Class 32 contains 3410 members 
Mstep: Class 33 contains 1680 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 493 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 2568 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 634 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58178060.000000 Penalty: 26433.023438
Iteration 80F: 43 clusters Score -5.817806e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 65295 members 
Mstep: Class 3 contains 201458 members 
Mstep: Class 4 contains 15040 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 9471 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 22783 members 
Mstep: Class 17 contains 72827 members 
Mstep: Class 18 contains 16139 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 141614 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 112278 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 113758 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 120148 members 
Mstep: Class 30 contains 920 members 
Mstep: Class 31 contains 64176 members 
Mstep: Class 32 contains 3383 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 284 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 699 members 
Mstep: Class 38 contains 2571 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 675 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179652.000000 Penalty: 26433.023438
Iteration 81Q: 43 clusters Score -5.817965e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 66052 members 
Mstep: Class 3 contains 198901 members 
Mstep: Class 4 contains 15124 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 9493 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5611 members 
Mstep: Class 13 contains 16527 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 314 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 72809 members 
Mstep: Class 18 contains 16098 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 141376 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 112305 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 113227 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 119946 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 67245 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 706 members 
Mstep: Class 38 contains 2566 members 
Mstep: Class 39 contains 259 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58180496.000000 Penalty: 26433.023438
Iteration 82Q: 43 clusters Score -5.81805e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 66778 members 
Mstep: Class 3 contains 196282 members 
Mstep: Class 4 contains 15198 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 16486 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 16 contains 21912 members 
Mstep: Class 17 contains 72790 members 
Mstep: Class 18 contains 16081 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 141150 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112278 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 112745 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 380 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 119755 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 70354 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 470 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 257 members 
Mstep: Class 40 contains 695 members 
Mstep: Class 41 contains 462 members 
Mstep: Class 42 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58181332.000000 Penalty: 26433.023438
Iteration 83Q: 43 clusters Score -5.818133e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 67511 members 
Mstep: Class 3 contains 193546 members 
Mstep: Class 4 contains 15259 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 946 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 16440 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 320 members 
Mstep: Class 16 contains 21468 members 
Mstep: Class 17 contains 72782 members 
Mstep: Class 18 contains 16038 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 140947 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112255 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 112238 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 119620 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 73562 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1246 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 461 members 
Mstep: Class 42 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182160.000000 Penalty: 26433.023438
Iteration 84Q: 43 clusters Score -5.818216e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 68237 members 
Mstep: Class 3 contains 190719 members 
Mstep: Class 4 contains 15323 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 9524 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 16395 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 17 contains 72769 members 
Mstep: Class 18 contains 16000 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 140766 members 
Mstep: Class 21 contains 803 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112212 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 111732 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 119481 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 76853 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 459 members 
Mstep: Class 42 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182948.000000 Penalty: 26433.023438
Iteration 85Q: 43 clusters Score -5.818295e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 188023 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 12 contains 6095 members 
Mstep: Class 13 contains 16351 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 16 contains 20694 members 
Mstep: Class 17 contains 72761 members 
Mstep: Class 18 contains 15962 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 140611 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112180 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 111281 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 380 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 119308 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 79978 members 
Mstep: Class 32 contains 3390 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 701 members 
Mstep: Class 41 contains 460 members 
Mstep: Class 42 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183972.000000 Penalty: 26433.023438
Iteration 86Q: 43 clusters Score -5.818397e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 69598 members 
Mstep: Class 3 contains 185581 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 16324 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 20297 members 
Mstep: Class 17 contains 72749 members 
Mstep: Class 18 contains 15927 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 140429 members 
Mstep: Class 21 contains 803 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112138 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 110851 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 119120 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 82855 members 
Mstep: Class 32 contains 3395 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 701 members 
Mstep: Class 41 contains 462 members 
Mstep: Class 42 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184528.000000 Penalty: 26433.023438
Iteration 87Q: 43 clusters Score -5.818453e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 70262 members 
Mstep: Class 3 contains 183275 members 
Mstep: Class 4 contains 15481 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 6334 members 
Mstep: Class 13 contains 16304 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 72741 members 
Mstep: Class 18 contains 15893 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 140243 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112098 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 110458 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 118918 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 85594 members 
Mstep: Class 32 contains 3400 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58185244.000000 Penalty: 26433.023438
Iteration 88Q: 43 clusters Score -5.818524e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 70954 members 
Mstep: Class 3 contains 181003 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 16297 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 19519 members 
Mstep: Class 17 contains 72737 members 
Mstep: Class 18 contains 15869 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 140070 members 
Mstep: Class 21 contains 800 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112049 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 110027 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 118712 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 88283 members 
Mstep: Class 32 contains 3410 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 451 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58185748.000000 Penalty: 26433.023438
Iteration 89Q: 43 clusters Score -5.818575e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 71563 members 
Mstep: Class 3 contains 178869 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 432 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 16288 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 19155 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 15847 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 139911 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112023 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 109629 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 118540 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 90814 members 
Mstep: Class 32 contains 3415 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 341 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186124.000000 Penalty: 26433.023438
Iteration 90Q: 43 clusters Score -5.818612e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 72178 members 
Mstep: Class 3 contains 176692 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 16269 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 338 members 
Mstep: Class 16 contains 18774 members 
Mstep: Class 17 contains 72729 members 
Mstep: Class 18 contains 15838 members 
Mstep: Class 19 contains 1000 members 
Mstep: Class 20 contains 139725 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 109242 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 372 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 118368 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 93373 members 
Mstep: Class 32 contains 3421 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186280.000000 Penalty: 26433.023438
Iteration 91Q: 43 clusters Score -5.818628e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 72816 members 
Mstep: Class 3 contains 174453 members 
Mstep: Class 4 contains 15650 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 883 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 6784 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 18408 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 15822 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 139569 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111943 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 108841 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 367 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 118201 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 95936 members 
Mstep: Class 32 contains 3427 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 438 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186540.000000 Penalty: 26433.023438
Iteration 92Q: 43 clusters Score -5.818654e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 73438 members 
Mstep: Class 3 contains 171952 members 
Mstep: Class 4 contains 15697 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 875 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 6915 members 
Mstep: Class 13 contains 16206 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 341 members 
Mstep: Class 16 contains 18091 members 
Mstep: Class 17 contains 72729 members 
Mstep: Class 18 contains 15807 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 139427 members 
Mstep: Class 21 contains 796 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111874 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 108408 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 118061 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 98696 members 
Mstep: Class 32 contains 3435 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 438 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186820.000000 Penalty: 26433.023438
Iteration 93Q: 43 clusters Score -5.818682e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 74069 members 
Mstep: Class 3 contains 169246 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 15791 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 139236 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111837 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 108004 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 365 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 117920 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 101615 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 438 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2565 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187200.000000 Penalty: 26433.023438
Iteration 94Q: 43 clusters Score -5.81872e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 74636 members 
Mstep: Class 3 contains 166400 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 9534 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 9 contains 859 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 16138 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 346 members 
Mstep: Class 16 contains 17581 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15775 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 139059 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111789 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 107667 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 117798 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 104622 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 436 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187816.000000 Penalty: 26433.023438
Iteration 95Q: 43 clusters Score -5.818782e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 75193 members 
Mstep: Class 3 contains 163304 members 
Mstep: Class 4 contains 15792 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 16109 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 17311 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15761 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 138876 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111791 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 107304 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 117660 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 107912 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 436 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188412.000000 Penalty: 26433.023438
Iteration 96Q: 43 clusters Score -5.818841e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 159978 members 
Mstep: Class 4 contains 15810 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 16080 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15743 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 138706 members 
Mstep: Class 21 contains 796 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111764 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 106996 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 117538 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 111442 members 
Mstep: Class 32 contains 3452 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 365 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188632.000000 Penalty: 26433.023438
Iteration 97Q: 43 clusters Score -5.818863e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 76189 members 
Mstep: Class 3 contains 155563 members 
Mstep: Class 4 contains 15819 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 9542 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 16702 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15716 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 138547 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111768 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 106733 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 355 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 117442 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 115909 members 
Mstep: Class 32 contains 3455 members 
Mstep: Class 33 contains 1687 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 257 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188268.000000 Penalty: 26433.023438
Iteration 98Q: 43 clusters Score -5.818827e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 76661 members 
Mstep: Class 3 contains 150211 members 
Mstep: Class 4 contains 15832 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 7367 members 
Mstep: Class 13 contains 16003 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 16436 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 15676 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 138421 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111753 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 106451 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 353 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 117365 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 121116 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 33 contains 1687 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 371 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187116.000000 Penalty: 26433.023438
Iteration 99Q: 43 clusters Score -5.818712e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 77077 members 
Mstep: Class 3 contains 143541 members 
Mstep: Class 4 contains 15848 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 7402 members 
Mstep: Class 13 contains 15971 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 16191 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 15637 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 138298 members 
Mstep: Class 21 contains 800 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111762 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 106235 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 349 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 117282 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 127460 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 33 contains 1687 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 379 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 701 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186108.000000 Penalty: 26433.023438
Iteration 100F: 43 clusters Score -5.818611e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 77478 members 
Mstep: Class 3 contains 135006 members 
Mstep: Class 4 contains 15867 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 7438 members 
Mstep: Class 13 contains 15937 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 15996 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15593 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 138169 members 
Mstep: Class 21 contains 803 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111754 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 106031 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 117211 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 135494 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 1687 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 380 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 250 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184516.000000 Penalty: 26433.023438
Iteration 101Q: 43 clusters Score -5.818452e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 77834 members 
Mstep: Class 3 contains 125342 members 
Mstep: Class 4 contains 15865 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 1619 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 15903 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 15841 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 15550 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 138049 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111763 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 105870 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 117133 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 144576 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 386 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 248 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183528.000000 Penalty: 26433.023438
Iteration 102Q: 43 clusters Score -5.818353e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 78133 members 
Mstep: Class 3 contains 115156 members 
Mstep: Class 4 contains 15871 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 7525 members 
Mstep: Class 13 contains 15884 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 15715 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15514 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 137910 members 
Mstep: Class 21 contains 812 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111801 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 105728 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 332 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 117045 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 154165 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 395 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 248 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183264.000000 Penalty: 26433.023438
Iteration 103Q: 43 clusters Score -5.818326e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 78414 members 
Mstep: Class 3 contains 105675 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3849 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 7566 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 15630 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15484 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 137782 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111842 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105580 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 327 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 116965 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 163058 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 401 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 247 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183052.000000 Penalty: 26433.023438
Iteration 104Q: 43 clusters Score -5.818305e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 78689 members 
Mstep: Class 3 contains 96592 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 7604 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15461 members 
Mstep: Class 19 contains 1000 members 
Mstep: Class 20 contains 137669 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111855 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 105433 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 116918 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 171561 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 248 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183200.000000 Penalty: 26433.023438
Iteration 105Q: 43 clusters Score -5.81832e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 78985 members 
Mstep: Class 3 contains 88186 members 
Mstep: Class 4 contains 15881 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15447 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 137536 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111881 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 105262 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 116868 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 179390 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 405 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 251 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183728.000000 Penalty: 26433.023438
Iteration 106Q: 43 clusters Score -5.818373e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 79272 members 
Mstep: Class 3 contains 79850 members 
Mstep: Class 4 contains 15874 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 428 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 15804 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 15489 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15434 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 137444 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111883 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 105111 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 116796 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 187221 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182556.000000 Penalty: 26433.023438
Iteration 107Q: 43 clusters Score -5.818256e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 79622 members 
Mstep: Class 3 contains 71759 members 
Mstep: Class 4 contains 15865 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 7747 members 
Mstep: Class 13 contains 15779 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 15463 members 
Mstep: Class 17 contains 72722 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 137344 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111876 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 104921 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 306 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 116746 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 194855 members 
Mstep: Class 32 contains 3486 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 253 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179848.000000 Penalty: 26433.023438
Iteration 108Q: 43 clusters Score -5.817985e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 79948 members 
Mstep: Class 3 contains 65150 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 3837 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 726 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 15756 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 15453 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15402 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 137244 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111870 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 104748 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 116708 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 201081 members 
Mstep: Class 32 contains 3496 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 408 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58177356.000000 Penalty: 26433.023438
Iteration 109Q: 43 clusters Score -5.817736e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 80229 members 
Mstep: Class 3 contains 59951 members 
Mstep: Class 4 contains 15854 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 15493 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15396 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 137140 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111882 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104606 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 300 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 116644 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 205958 members 
Mstep: Class 32 contains 3505 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 413 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175508.000000 Penalty: 26433.023438
Iteration 110Q: 43 clusters Score -5.817551e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 80494 members 
Mstep: Class 3 contains 55714 members 
Mstep: Class 4 contains 15846 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 703 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 15698 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 72721 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 137037 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104446 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 296 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116591 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 209921 members 
Mstep: Class 32 contains 3509 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 418 members 
Mstep: Class 36 contains 417 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174472.000000 Penalty: 26433.023438
Iteration 111Q: 43 clusters Score -5.817447e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 80697 members 
Mstep: Class 3 contains 52263 members 
Mstep: Class 4 contains 15843 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 704 members 
Mstep: Class 12 contains 7953 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 15848 members 
Mstep: Class 17 contains 72721 members 
Mstep: Class 18 contains 15374 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 136941 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111942 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104335 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 295 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116547 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 213049 members 
Mstep: Class 32 contains 3514 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 429 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 703 members 
Mstep: Class 41 contains 459 members 
Mstep: Class 42 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173088.000000 Penalty: 26433.023438
Iteration 112Q: 43 clusters Score -5.817309e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 80916 members 
Mstep: Class 3 contains 49452 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 15652 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 16103 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 136832 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111969 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104225 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116513 members 
Mstep: Class 30 contains 919 members 
Mstep: Class 31 contains 215499 members 
Mstep: Class 32 contains 3513 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 442 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 703 members 
Mstep: Class 41 contains 456 members 
Mstep: Class 42 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172248.000000 Penalty: 26433.023438
Iteration 113Q: 43 clusters Score -5.817225e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 81130 members 
Mstep: Class 3 contains 47141 members 
Mstep: Class 4 contains 15817 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 16401 members 
Mstep: Class 17 contains 72718 members 
Mstep: Class 18 contains 15350 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 136723 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111983 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104145 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 116464 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 217423 members 
Mstep: Class 32 contains 3517 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 703 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171624.000000 Penalty: 26433.023438
Iteration 114Q: 43 clusters Score -5.817162e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 81346 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 676 members 
Mstep: Class 12 contains 8111 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 16704 members 
Mstep: Class 17 contains 72718 members 
Mstep: Class 18 contains 15346 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 136633 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111986 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104070 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 116425 members 
Mstep: Class 30 contains 930 members 
Mstep: Class 31 contains 218913 members 
Mstep: Class 32 contains 3520 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2564 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 444 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171140.000000 Penalty: 26433.023438
Iteration 115Q: 43 clusters Score -5.817114e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 81566 members 
Mstep: Class 3 contains 43698 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 8149 members 
Mstep: Class 13 contains 15592 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 396 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 72718 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 136525 members 
Mstep: Class 21 contains 838 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112005 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 104026 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 116382 members 
Mstep: Class 30 contains 934 members 
Mstep: Class 31 contains 220090 members 
Mstep: Class 32 contains 3522 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 478 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 434 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170720.000000 Penalty: 26433.023438
Iteration 116Q: 43 clusters Score -5.817072e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 81773 members 
Mstep: Class 3 contains 42362 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 672 members 
Mstep: Class 12 contains 8180 members 
Mstep: Class 13 contains 15566 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 17417 members 
Mstep: Class 17 contains 72721 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 136445 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 112007 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103992 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 304 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116337 members 
Mstep: Class 30 contains 935 members 
Mstep: Class 31 contains 221006 members 
Mstep: Class 32 contains 3521 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 701 members 
Mstep: Class 41 contains 427 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170336.000000 Penalty: 26433.023438
Iteration 117Q: 43 clusters Score -5.817034e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 81996 members 
Mstep: Class 3 contains 41170 members 
Mstep: Class 4 contains 15717 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 665 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 15543 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 17781 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 136369 members 
Mstep: Class 21 contains 849 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103953 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 116276 members 
Mstep: Class 30 contains 937 members 
Mstep: Class 31 contains 221778 members 
Mstep: Class 32 contains 3528 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 497 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 701 members 
Mstep: Class 41 contains 419 members 
Mstep: Class 42 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170160.000000 Penalty: 26433.023438
Iteration 118Q: 43 clusters Score -5.817016e+07 nChanged 2481
Entering ConstructFrom: 
Score: -58170160.000000 Penalty: 26433.023438
Entering ConstructFrom: 
Trying to split cluster 1 (13325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Entering Unmasked Estep 
Score: -809432.062500 Penalty: 432.131592
	Iteration 0F: 2 clusters Score -809432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -800483.500000 Penalty: 864.263184
	Iteration 0F: 3 clusters Score -800483.5 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -804129.937500 Penalty: 864.263184
	Iteration 1F: 3 clusters Score -804129.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -804561.062500 Penalty: 864.263184
	Iteration 2F: 3 clusters Score -804561.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -805205.312500 Penalty: 864.263184
	Iteration 3F: 3 clusters Score -805205.3 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -806047.625000 Penalty: 864.263184
	Iteration 4F: 3 clusters Score -806047.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -806849.437500 Penalty: 864.263184
	Iteration 5F: 3 clusters Score -806849.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -807373.500000 Penalty: 864.263184
	Iteration 6F: 3 clusters Score -807373.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -807639.312500 Penalty: 864.263184
	Iteration 7Q: 3 clusters Score -807639.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -807838.937500 Penalty: 864.263184
	Iteration 8Q: 3 clusters Score -807838.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -808056.000000 Penalty: 864.263184
	Iteration 9Q: 3 clusters Score -808056 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -808294.187500 Penalty: 864.263184
	Iteration 10Q: 3 clusters Score -808294.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -808503.625000 Penalty: 864.263184
	Iteration 11Q: 3 clusters Score -808503.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -808692.687500 Penalty: 864.263184
	Iteration 12Q: 3 clusters Score -808692.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -808861.062500 Penalty: 864.263184
	Iteration 13Q: 3 clusters Score -808861.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -809014.500000 Penalty: 864.263184
	Iteration 14Q: 3 clusters Score -809014.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -809137.562500 Penalty: 864.263184
	Iteration 15Q: 3 clusters Score -809137.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -809229.187500 Penalty: 864.263184
	Iteration 16Q: 3 clusters Score -809229.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -809312.750000 Penalty: 864.263184
	Iteration 17Q: 3 clusters Score -809312.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -809369.187500 Penalty: 864.263184
	Iteration 18Q: 3 clusters Score -809369.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -809408.687500 Penalty: 864.263184
	Iteration 19Q: 3 clusters Score -809408.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -809504.625000 Penalty: 864.263184
	Iteration 20F: 3 clusters Score -809504.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -809558.125000 Penalty: 864.263184
	Iteration 21Q: 3 clusters Score -809558.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -809593.312500 Penalty: 864.263184
	Iteration 22Q: 3 clusters Score -809593.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -809612.562500 Penalty: 864.263184
	Iteration 23Q: 3 clusters Score -809612.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -809624.375000 Penalty: 864.263184
	Iteration 24Q: 3 clusters Score -809624.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -809630.750000 Penalty: 864.263184
	Iteration 25Q: 3 clusters Score -809630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -809633.562500 Penalty: 864.263184
	Iteration 26Q: 3 clusters Score -809633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -809635.875000 Penalty: 864.263184
	Iteration 27Q: 3 clusters Score -809635.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -809638.875000 Penalty: 864.263184
	Iteration 28Q: 3 clusters Score -809638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -809641.062500 Penalty: 864.263184
	Iteration 29Q: 3 clusters Score -809641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -809645.687500 Penalty: 864.263184
	Iteration 30Q: 3 clusters Score -809645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -809647.375000 Penalty: 864.263184
	Iteration 31Q: 3 clusters Score -809647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -809654.500000 Penalty: 864.263184
	Iteration 32Q: 3 clusters Score -809654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -809658.312500 Penalty: 864.263184
	Iteration 33Q: 3 clusters Score -809658.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -809662.687500 Penalty: 864.263184
	Iteration 34Q: 3 clusters Score -809662.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -809666.250000 Penalty: 864.263184
	Iteration 35Q: 3 clusters Score -809666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -809668.187500 Penalty: 864.263184
	Iteration 36Q: 3 clusters Score -809668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -809672.000000 Penalty: 864.263184
	Iteration 37Q: 3 clusters Score -809672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -809676.187500 Penalty: 864.263184
	Iteration 38Q: 3 clusters Score -809676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -809675.312500 Penalty: 864.263184
	Iteration 39Q: 3 clusters Score -809675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -809676.250000 Penalty: 864.263184
	Iteration 40F: 3 clusters Score -809676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -809677.562500 Penalty: 864.263184
	Iteration 41Q: 3 clusters Score -809677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -809678.375000 Penalty: 864.263184
	Iteration 42Q: 3 clusters Score -809678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -809680.312500 Penalty: 864.263184
	Iteration 43Q: 3 clusters Score -809680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -809681.437500 Penalty: 864.263184
	Iteration 44Q: 3 clusters Score -809681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -809682.250000 Penalty: 864.263184
	Iteration 45Q: 3 clusters Score -809682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -809681.500000 Penalty: 864.263184
	Iteration 46Q: 3 clusters Score -809681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -809683.375000 Penalty: 864.263184
	Iteration 47Q: 3 clusters Score -809683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -809683.000000 Penalty: 864.263184
	Iteration 48Q: 3 clusters Score -809683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -809684.312500 Penalty: 864.263184
	Iteration 49Q: 3 clusters Score -809684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -809684.187500 Penalty: 864.263184
	Iteration 50Q: 3 clusters Score -809684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -809684.187500 Penalty: 864.263184
	Iteration 51Q: 3 clusters Score -809684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -809684.437500 Penalty: 864.263184
	Iteration 52Q: 3 clusters Score -809684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -809684.250000 Penalty: 864.263184
	Iteration 53Q: 3 clusters Score -809684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -809685.375000 Penalty: 864.263184
	Iteration 54Q: 3 clusters Score -809685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -809685.375000 Penalty: 864.263184
	Iteration 55F: 3 clusters Score -809685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 40197 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 12313 members 
Entering Unmasked Estep 
Score: -58169980.000000 Penalty: 27062.380859
Splitting cluster 1 changes total score from -58170160.000000 to -58169980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (82188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Entering Unmasked Estep 
Score: -4978886.000000 Penalty: 514.912781
	Iteration 0F: 2 clusters Score -4978886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -4923560.000000 Penalty: 1029.825562
	Iteration 0F: 3 clusters Score -4923560 nChanged 40097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -4947659.500000 Penalty: 1029.825562
	Iteration 1F: 3 clusters Score -4947660 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -4948573.500000 Penalty: 1029.825562
	Iteration 2Q: 3 clusters Score -4948574 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -4949999.500000 Penalty: 1029.825562
	Iteration 3Q: 3 clusters Score -4950000 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -4952429.500000 Penalty: 1029.825562
	Iteration 4F: 3 clusters Score -4952430 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -4956563.500000 Penalty: 1029.825562
	Iteration 5F: 3 clusters Score -4956564 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -4962322.000000 Penalty: 1029.825562
	Iteration 6F: 3 clusters Score -4962322 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -4968153.000000 Penalty: 1029.825562
	Iteration 7F: 3 clusters Score -4968153 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -4972355.500000 Penalty: 1029.825562
	Iteration 8F: 3 clusters Score -4972356 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -4974947.500000 Penalty: 1029.825562
	Iteration 9Q: 3 clusters Score -4974948 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -4976562.000000 Penalty: 1029.825562
	Iteration 10Q: 3 clusters Score -4976562 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -4977446.500000 Penalty: 1029.825562
	Iteration 11Q: 3 clusters Score -4977446 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -4977905.000000 Penalty: 1029.825562
	Iteration 12Q: 3 clusters Score -4977905 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -4978148.500000 Penalty: 1029.825562
	Iteration 13Q: 3 clusters Score -4978148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -4978260.500000 Penalty: 1029.825562
	Iteration 14Q: 3 clusters Score -4978260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -4978339.000000 Penalty: 1029.825562
	Iteration 15Q: 3 clusters Score -4978339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -4978370.000000 Penalty: 1029.825562
	Iteration 16Q: 3 clusters Score -4978370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -4978390.000000 Penalty: 1029.825562
	Iteration 17Q: 3 clusters Score -4978390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -4978404.500000 Penalty: 1029.825562
	Iteration 18Q: 3 clusters Score -4978404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -4978412.500000 Penalty: 1029.825562
	Iteration 19Q: 3 clusters Score -4978412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -4978422.000000 Penalty: 1029.825562
	Iteration 20F: 3 clusters Score -4978422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -4978430.500000 Penalty: 1029.825562
	Iteration 21Q: 3 clusters Score -4978430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -4978435.500000 Penalty: 1029.825562
	Iteration 22Q: 3 clusters Score -4978436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -4978439.500000 Penalty: 1029.825562
	Iteration 23Q: 3 clusters Score -4978440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -4978450.500000 Penalty: 1029.825562
	Iteration 24Q: 3 clusters Score -4978450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -4978451.000000 Penalty: 1029.825562
	Iteration 25Q: 3 clusters Score -4978451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -4978455.000000 Penalty: 1029.825562
	Iteration 26Q: 3 clusters Score -4978455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -4978457.000000 Penalty: 1029.825562
	Iteration 27Q: 3 clusters Score -4978457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -4978456.000000 Penalty: 1029.825562
	Iteration 28Q: 3 clusters Score -4978456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -4978457.000000 Penalty: 1029.825562
	Iteration 29Q: 3 clusters Score -4978457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -4978457.000000 Penalty: 1029.825562
	Iteration 30F: 3 clusters Score -4978457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Entering Unmasked Estep 
Score: -2411790.000000 Penalty: 482.370392
	Iteration 0F: 2 clusters Score -2411790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2384837.500000 Penalty: 964.740784
	Iteration 0F: 3 clusters Score -2384838 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2397784.750000 Penalty: 964.740784
	Iteration 1F: 3 clusters Score -2397785 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2399592.750000 Penalty: 964.740784
	Iteration 2F: 3 clusters Score -2399593 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2401423.000000 Penalty: 964.740784
	Iteration 3F: 3 clusters Score -2401423 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2403039.750000 Penalty: 964.740784
	Iteration 4F: 3 clusters Score -2403040 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2404297.000000 Penalty: 964.740784
	Iteration 5F: 3 clusters Score -2404297 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2405160.500000 Penalty: 964.740784
	Iteration 6Q: 3 clusters Score -2405160 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2405744.500000 Penalty: 964.740784
	Iteration 7Q: 3 clusters Score -2405744 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2406196.750000 Penalty: 964.740784
	Iteration 8Q: 3 clusters Score -2406197 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2406636.500000 Penalty: 964.740784
	Iteration 9Q: 3 clusters Score -2406636 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2407126.000000 Penalty: 964.740784
	Iteration 10Q: 3 clusters Score -2407126 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2407746.250000 Penalty: 964.740784
	Iteration 11Q: 3 clusters Score -2407746 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2408429.000000 Penalty: 964.740784
	Iteration 12Q: 3 clusters Score -2408429 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -2409246.750000 Penalty: 964.740784
	Iteration 13Q: 3 clusters Score -2409247 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -2410202.250000 Penalty: 964.740784
	Iteration 14Q: 3 clusters Score -2410202 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -2411165.750000 Penalty: 964.740784
	Iteration 15Q: 3 clusters Score -2411166 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -2411964.500000 Penalty: 964.740784
	Iteration 16Q: 3 clusters Score -2411964 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -2412351.500000 Penalty: 964.740784
	Iteration 17Q: 3 clusters Score -2412352 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -2412539.000000 Penalty: 964.740784
	Iteration 18Q: 3 clusters Score -2412539 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -2412651.750000 Penalty: 964.740784
	Iteration 19Q: 3 clusters Score -2412652 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -2412730.250000 Penalty: 964.740784
	Iteration 20F: 3 clusters Score -2412730 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -2412772.500000 Penalty: 964.740784
	Iteration 21Q: 3 clusters Score -2412772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -2412827.750000 Penalty: 964.740784
	Iteration 22Q: 3 clusters Score -2412828 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -2412847.750000 Penalty: 964.740784
	Iteration 23Q: 3 clusters Score -2412848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -2412870.250000 Penalty: 964.740784
	Iteration 24Q: 3 clusters Score -2412870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -2412886.500000 Penalty: 964.740784
	Iteration 25Q: 3 clusters Score -2412886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -2412902.250000 Penalty: 964.740784
	Iteration 26Q: 3 clusters Score -2412902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -2412910.500000 Penalty: 964.740784
	Iteration 27Q: 3 clusters Score -2412910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -2412904.250000 Penalty: 964.740784
	Iteration 28Q: 3 clusters Score -2412904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -2412909.500000 Penalty: 964.740784
	Iteration 29Q: 3 clusters Score -2412910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -2412917.500000 Penalty: 964.740784
	Iteration 30Q: 3 clusters Score -2412918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -2412914.500000 Penalty: 964.740784
	Iteration 31Q: 3 clusters Score -2412914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -2412912.500000 Penalty: 964.740784
	Iteration 32Q: 3 clusters Score -2412912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -2412915.750000 Penalty: 964.740784
	Iteration 33Q: 3 clusters Score -2412916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -2412922.750000 Penalty: 964.740784
	Iteration 34Q: 3 clusters Score -2412923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -2412919.250000 Penalty: 964.740784
	Iteration 35Q: 3 clusters Score -2412919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -2412922.750000 Penalty: 964.740784
	Iteration 36Q: 3 clusters Score -2412923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -2412924.250000 Penalty: 964.740784
	Iteration 37Q: 3 clusters Score -2412924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -2412925.250000 Penalty: 964.740784
	Iteration 38Q: 3 clusters Score -2412925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2412927.250000 Penalty: 964.740784
	Iteration 39Q: 3 clusters Score -2412927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -2412930.250000 Penalty: 964.740784
	Iteration 40F: 3 clusters Score -2412930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -2412930.000000 Penalty: 964.740784
	Iteration 41Q: 3 clusters Score -2412930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -2412926.000000 Penalty: 964.740784
	Iteration 42Q: 3 clusters Score -2412926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -2412924.250000 Penalty: 964.740784
	Iteration 43Q: 3 clusters Score -2412924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -2412924.250000 Penalty: 964.740784
	Iteration 44Q: 3 clusters Score -2412924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -2412929.750000 Penalty: 964.740784
	Iteration 45Q: 3 clusters Score -2412930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2412931.500000 Penalty: 964.740784
	Iteration 46Q: 3 clusters Score -2412932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -2412927.750000 Penalty: 964.740784
	Iteration 47Q: 3 clusters Score -2412928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -2412924.000000 Penalty: 964.740784
	Iteration 48Q: 3 clusters Score -2412924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -2412928.750000 Penalty: 964.740784
	Iteration 49Q: 3 clusters Score -2412929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -2412928.500000 Penalty: 964.740784
	Iteration 50Q: 3 clusters Score -2412928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -2412930.000000 Penalty: 964.740784
	Iteration 51Q: 3 clusters Score -2412930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -2412928.750000 Penalty: 964.740784
	Iteration 52Q: 3 clusters Score -2412929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -2412928.250000 Penalty: 964.740784
	Iteration 53Q: 3 clusters Score -2412928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -2412929.750000 Penalty: 964.740784
	Iteration 54Q: 3 clusters Score -2412930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -2412928.250000 Penalty: 964.740784
	Iteration 55Q: 3 clusters Score -2412928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -2412928.250000 Penalty: 964.740784
	Iteration 56F: 3 clusters Score -2412928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Entering Unmasked Estep 
Score: -58171052.000000 Penalty: 27062.380859
Splitting cluster 3 changes total score from -58170160.000000 to -58171052.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 4 (15700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Entering Unmasked Estep 
Score: -942062.625000 Penalty: 439.594421
	Iteration 0F: 2 clusters Score -942062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -931572.062500 Penalty: 879.188843
	Iteration 0F: 3 clusters Score -931572.1 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -936460.312500 Penalty: 879.188843
	Iteration 1F: 3 clusters Score -936460.3 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -937311.562500 Penalty: 879.188843
	Iteration 2F: 3 clusters Score -937311.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -938402.500000 Penalty: 879.188843
	Iteration 3F: 3 clusters Score -938402.5 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -939413.812500 Penalty: 879.188843
	Iteration 4F: 3 clusters Score -939413.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -939971.437500 Penalty: 879.188843
	Iteration 5F: 3 clusters Score -939971.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -940208.312500 Penalty: 879.188843
	Iteration 6Q: 3 clusters Score -940208.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -940321.250000 Penalty: 879.188843
	Iteration 7Q: 3 clusters Score -940321.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -940394.250000 Penalty: 879.188843
	Iteration 8Q: 3 clusters Score -940394.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -940474.750000 Penalty: 879.188843
	Iteration 9Q: 3 clusters Score -940474.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -940542.687500 Penalty: 879.188843
	Iteration 10Q: 3 clusters Score -940542.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -940617.875000 Penalty: 879.188843
	Iteration 11Q: 3 clusters Score -940617.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -940681.062500 Penalty: 879.188843
	Iteration 12Q: 3 clusters Score -940681.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -940748.750000 Penalty: 879.188843
	Iteration 13Q: 3 clusters Score -940748.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -940825.562500 Penalty: 879.188843
	Iteration 14Q: 3 clusters Score -940825.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -940912.750000 Penalty: 879.188843
	Iteration 15Q: 3 clusters Score -940912.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -940972.937500 Penalty: 879.188843
	Iteration 16Q: 3 clusters Score -940972.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -941036.250000 Penalty: 879.188843
	Iteration 17Q: 3 clusters Score -941036.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -941097.687500 Penalty: 879.188843
	Iteration 18Q: 3 clusters Score -941097.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -941154.062500 Penalty: 879.188843
	Iteration 19Q: 3 clusters Score -941154.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -941211.437500 Penalty: 879.188843
	Iteration 20F: 3 clusters Score -941211.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -941263.062500 Penalty: 879.188843
	Iteration 21Q: 3 clusters Score -941263.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -941300.187500 Penalty: 879.188843
	Iteration 22Q: 3 clusters Score -941300.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -941333.062500 Penalty: 879.188843
	Iteration 23Q: 3 clusters Score -941333.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -941354.062500 Penalty: 879.188843
	Iteration 24Q: 3 clusters Score -941354.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -941378.625000 Penalty: 879.188843
	Iteration 25Q: 3 clusters Score -941378.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -941404.375000 Penalty: 879.188843
	Iteration 26Q: 3 clusters Score -941404.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -941419.500000 Penalty: 879.188843
	Iteration 27Q: 3 clusters Score -941419.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -941431.000000 Penalty: 879.188843
	Iteration 28Q: 3 clusters Score -941431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -941437.875000 Penalty: 879.188843
	Iteration 29Q: 3 clusters Score -941437.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -941447.937500 Penalty: 879.188843
	Iteration 30Q: 3 clusters Score -941447.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -941454.937500 Penalty: 879.188843
	Iteration 31Q: 3 clusters Score -941454.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -941462.437500 Penalty: 879.188843
	Iteration 32Q: 3 clusters Score -941462.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -941470.437500 Penalty: 879.188843
	Iteration 33Q: 3 clusters Score -941470.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -941473.937500 Penalty: 879.188843
	Iteration 34Q: 3 clusters Score -941473.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -941479.375000 Penalty: 879.188843
	Iteration 35Q: 3 clusters Score -941479.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -941482.250000 Penalty: 879.188843
	Iteration 36Q: 3 clusters Score -941482.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -941482.375000 Penalty: 879.188843
	Iteration 37Q: 3 clusters Score -941482.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -941484.875000 Penalty: 879.188843
	Iteration 38Q: 3 clusters Score -941484.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -941490.375000 Penalty: 879.188843
	Iteration 39Q: 3 clusters Score -941490.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -941492.250000 Penalty: 879.188843
	Iteration 40F: 3 clusters Score -941492.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -941498.187500 Penalty: 879.188843
	Iteration 41Q: 3 clusters Score -941498.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -941499.250000 Penalty: 879.188843
	Iteration 42Q: 3 clusters Score -941499.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -941505.187500 Penalty: 879.188843
	Iteration 43Q: 3 clusters Score -941505.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -941506.937500 Penalty: 879.188843
	Iteration 44Q: 3 clusters Score -941506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -941509.625000 Penalty: 879.188843
	Iteration 45Q: 3 clusters Score -941509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -941513.812500 Penalty: 879.188843
	Iteration 46Q: 3 clusters Score -941513.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -941514.562500 Penalty: 879.188843
	Iteration 47Q: 3 clusters Score -941514.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -941515.937500 Penalty: 879.188843
	Iteration 48Q: 3 clusters Score -941515.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -941521.875000 Penalty: 879.188843
	Iteration 49Q: 3 clusters Score -941521.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -941525.312500 Penalty: 879.188843
	Iteration 50Q: 3 clusters Score -941525.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -941525.937500 Penalty: 879.188843
	Iteration 51Q: 3 clusters Score -941525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -941527.125000 Penalty: 879.188843
	Iteration 52Q: 3 clusters Score -941527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -941532.187500 Penalty: 879.188843
	Iteration 53Q: 3 clusters Score -941532.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -941530.062500 Penalty: 879.188843
	Iteration 54Q: 3 clusters Score -941530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -941531.562500 Penalty: 879.188843
	Iteration 55Q: 3 clusters Score -941531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -941531.187500 Penalty: 879.188843
	Iteration 56Q: 3 clusters Score -941531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -941530.062500 Penalty: 879.188843
	Iteration 57Q: 3 clusters Score -941530.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -941531.375000 Penalty: 879.188843
	Iteration 58Q: 3 clusters Score -941531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -941535.062500 Penalty: 879.188843
	Iteration 59Q: 3 clusters Score -941535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -941536.375000 Penalty: 879.188843
	Iteration 60F: 3 clusters Score -941536.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -941538.437500 Penalty: 879.188843
	Iteration 61Q: 3 clusters Score -941538.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -941541.625000 Penalty: 879.188843
	Iteration 62Q: 3 clusters Score -941541.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -941541.687500 Penalty: 879.188843
	Iteration 63Q: 3 clusters Score -941541.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -941545.062500 Penalty: 879.188843
	Iteration 64Q: 3 clusters Score -941545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -941547.937500 Penalty: 879.188843
	Iteration 65Q: 3 clusters Score -941547.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -941549.375000 Penalty: 879.188843
	Iteration 66Q: 3 clusters Score -941549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -941549.750000 Penalty: 879.188843
	Iteration 67Q: 3 clusters Score -941549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -941551.625000 Penalty: 879.188843
	Iteration 68Q: 3 clusters Score -941551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -941549.625000 Penalty: 879.188843
	Iteration 69Q: 3 clusters Score -941549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -941552.000000 Penalty: 879.188843
	Iteration 70Q: 3 clusters Score -941552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -941553.562500 Penalty: 879.188843
	Iteration 71Q: 3 clusters Score -941553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -941554.437500 Penalty: 879.188843
	Iteration 72Q: 3 clusters Score -941554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -941554.750000 Penalty: 879.188843
	Iteration 73Q: 3 clusters Score -941554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -941554.437500 Penalty: 879.188843
	Iteration 74Q: 3 clusters Score -941554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -941555.500000 Penalty: 879.188843
	Iteration 75Q: 3 clusters Score -941555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -941555.812500 Penalty: 879.188843
	Iteration 76Q: 3 clusters Score -941555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -941558.437500 Penalty: 879.188843
	Iteration 77Q: 3 clusters Score -941558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -941559.750000 Penalty: 879.188843
	Iteration 78Q: 3 clusters Score -941559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -941559.375000 Penalty: 879.188843
	Iteration 79Q: 3 clusters Score -941559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -941561.250000 Penalty: 879.188843
	Iteration 80F: 3 clusters Score -941561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -941561.062500 Penalty: 879.188843
	Iteration 81Q: 3 clusters Score -941561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -941562.375000 Penalty: 879.188843
	Iteration 82Q: 3 clusters Score -941562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -941563.625000 Penalty: 879.188843
	Iteration 83Q: 3 clusters Score -941563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -941563.625000 Penalty: 879.188843
	Iteration 84Q: 3 clusters Score -941563.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -941566.625000 Penalty: 879.188843
	Iteration 85Q: 3 clusters Score -941566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -941565.125000 Penalty: 879.188843
	Iteration 86Q: 3 clusters Score -941565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -941564.812500 Penalty: 879.188843
	Iteration 87Q: 3 clusters Score -941564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -941566.187500 Penalty: 879.188843
	Iteration 88Q: 3 clusters Score -941566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -941566.187500 Penalty: 879.188843
	Iteration 89Q: 3 clusters Score -941566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -941567.875000 Penalty: 879.188843
	Iteration 90Q: 3 clusters Score -941567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -941569.375000 Penalty: 879.188843
	Iteration 91Q: 3 clusters Score -941569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -941568.875000 Penalty: 879.188843
	Iteration 92Q: 3 clusters Score -941568.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -941571.312500 Penalty: 879.188843
	Iteration 93Q: 3 clusters Score -941571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -941572.937500 Penalty: 879.188843
	Iteration 94Q: 3 clusters Score -941572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -941575.687500 Penalty: 879.188843
	Iteration 95Q: 3 clusters Score -941575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -941579.250000 Penalty: 879.188843
	Iteration 96Q: 3 clusters Score -941579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -941582.687500 Penalty: 879.188843
	Iteration 97Q: 3 clusters Score -941582.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -941583.312500 Penalty: 879.188843
	Iteration 98Q: 3 clusters Score -941583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -941582.500000 Penalty: 879.188843
	Iteration 99Q: 3 clusters Score -941582.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -941586.937500 Penalty: 879.188843
	Iteration 100F: 3 clusters Score -941586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -941589.562500 Penalty: 879.188843
	Iteration 101Q: 3 clusters Score -941589.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -941593.062500 Penalty: 879.188843
	Iteration 102Q: 3 clusters Score -941593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -941597.500000 Penalty: 879.188843
	Iteration 103Q: 3 clusters Score -941597.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -941599.250000 Penalty: 879.188843
	Iteration 104Q: 3 clusters Score -941599.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -941600.500000 Penalty: 879.188843
	Iteration 105Q: 3 clusters Score -941600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -941603.625000 Penalty: 879.188843
	Iteration 106Q: 3 clusters Score -941603.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -941608.375000 Penalty: 879.188843
	Iteration 107Q: 3 clusters Score -941608.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -941613.687500 Penalty: 879.188843
	Iteration 108Q: 3 clusters Score -941613.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -941617.000000 Penalty: 879.188843
	Iteration 109Q: 3 clusters Score -941617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -941620.000000 Penalty: 879.188843
	Iteration 110Q: 3 clusters Score -941620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -941622.937500 Penalty: 879.188843
	Iteration 111Q: 3 clusters Score -941622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -941624.250000 Penalty: 879.188843
	Iteration 112Q: 3 clusters Score -941624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -941625.125000 Penalty: 879.188843
	Iteration 113Q: 3 clusters Score -941625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -941625.562500 Penalty: 879.188843
	Iteration 114Q: 3 clusters Score -941625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -941625.875000 Penalty: 879.188843
	Iteration 115Q: 3 clusters Score -941625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -941624.125000 Penalty: 879.188843
	Iteration 116Q: 3 clusters Score -941624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -941626.125000 Penalty: 879.188843
	Iteration 117Q: 3 clusters Score -941626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -941627.062500 Penalty: 879.188843
	Iteration 118Q: 3 clusters Score -941627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -941626.687500 Penalty: 879.188843
	Iteration 119Q: 3 clusters Score -941626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -941628.437500 Penalty: 879.188843
	Iteration 120F: 3 clusters Score -941628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -941629.187500 Penalty: 879.188843
	Iteration 121Q: 3 clusters Score -941629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -941630.187500 Penalty: 879.188843
	Iteration 122Q: 3 clusters Score -941630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -941636.500000 Penalty: 879.188843
	Iteration 123Q: 3 clusters Score -941636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -941638.937500 Penalty: 879.188843
	Iteration 124Q: 3 clusters Score -941638.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -941644.437500 Penalty: 879.188843
	Iteration 125Q: 3 clusters Score -941644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -941647.437500 Penalty: 879.188843
	Iteration 126Q: 3 clusters Score -941647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -941647.312500 Penalty: 879.188843
	Iteration 127Q: 3 clusters Score -941647.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -941650.250000 Penalty: 879.188843
	Iteration 128Q: 3 clusters Score -941650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -941649.000000 Penalty: 879.188843
	Iteration 129Q: 3 clusters Score -941649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -941649.625000 Penalty: 879.188843
	Iteration 130Q: 3 clusters Score -941649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -941649.187500 Penalty: 879.188843
	Iteration 131Q: 3 clusters Score -941649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -941650.812500 Penalty: 879.188843
	Iteration 132Q: 3 clusters Score -941650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -941651.125000 Penalty: 879.188843
	Iteration 133Q: 3 clusters Score -941651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -941650.187500 Penalty: 879.188843
	Iteration 134Q: 3 clusters Score -941650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -941650.750000 Penalty: 879.188843
	Iteration 135Q: 3 clusters Score -941650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -941651.625000 Penalty: 879.188843
	Iteration 136Q: 3 clusters Score -941651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -941651.250000 Penalty: 879.188843
	Iteration 137Q: 3 clusters Score -941651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -941652.000000 Penalty: 879.188843
	Iteration 138Q: 3 clusters Score -941652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -941652.062500 Penalty: 879.188843
	Iteration 139Q: 3 clusters Score -941652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -941652.562500 Penalty: 879.188843
	Iteration 140F: 3 clusters Score -941652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -941653.875000 Penalty: 879.188843
	Iteration 141Q: 3 clusters Score -941653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -941653.875000 Penalty: 879.188843
	Iteration 142F: 3 clusters Score -941653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -195005.265625 Penalty: 374.199432
	Iteration 0F: 2 clusters Score -195005.3 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 1881 members 
Entering Unmasked Estep 
Score: -192474.343750 Penalty: 748.398865
	Iteration 0F: 3 clusters Score -192474.3 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -193667.781250 Penalty: 748.398865
	Iteration 1F: 3 clusters Score -193667.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -193886.046875 Penalty: 748.398865
	Iteration 2F: 3 clusters Score -193886 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -194070.937500 Penalty: 748.398865
	Iteration 3F: 3 clusters Score -194070.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -194230.828125 Penalty: 748.398865
	Iteration 4F: 3 clusters Score -194230.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -194413.765625 Penalty: 748.398865
	Iteration 5F: 3 clusters Score -194413.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -194572.453125 Penalty: 748.398865
	Iteration 6Q: 3 clusters Score -194572.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -194690.000000 Penalty: 748.398865
	Iteration 7Q: 3 clusters Score -194690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -194747.593750 Penalty: 748.398865
	Iteration 8Q: 3 clusters Score -194747.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -194780.000000 Penalty: 748.398865
	Iteration 9Q: 3 clusters Score -194780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -194801.765625 Penalty: 748.398865
	Iteration 10Q: 3 clusters Score -194801.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -194817.703125 Penalty: 748.398865
	Iteration 11Q: 3 clusters Score -194817.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -194827.531250 Penalty: 748.398865
	Iteration 12Q: 3 clusters Score -194827.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -194833.656250 Penalty: 748.398865
	Iteration 13Q: 3 clusters Score -194833.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -194841.843750 Penalty: 748.398865
	Iteration 14Q: 3 clusters Score -194841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -194845.578125 Penalty: 748.398865
	Iteration 15Q: 3 clusters Score -194845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -194848.156250 Penalty: 748.398865
	Iteration 16Q: 3 clusters Score -194848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -194851.343750 Penalty: 748.398865
	Iteration 17Q: 3 clusters Score -194851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -194853.093750 Penalty: 748.398865
	Iteration 18Q: 3 clusters Score -194853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -194855.359375 Penalty: 748.398865
	Iteration 19Q: 3 clusters Score -194855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -194857.812500 Penalty: 748.398865
	Iteration 20F: 3 clusters Score -194857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -194859.578125 Penalty: 748.398865
	Iteration 21Q: 3 clusters Score -194859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -194861.687500 Penalty: 748.398865
	Iteration 22Q: 3 clusters Score -194861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -194863.812500 Penalty: 748.398865
	Iteration 23Q: 3 clusters Score -194863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -194865.265625 Penalty: 748.398865
	Iteration 24Q: 3 clusters Score -194865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -194867.171875 Penalty: 748.398865
	Iteration 25Q: 3 clusters Score -194867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -194870.687500 Penalty: 748.398865
	Iteration 26Q: 3 clusters Score -194870.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -194872.640625 Penalty: 748.398865
	Iteration 27Q: 3 clusters Score -194872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -194874.593750 Penalty: 748.398865
	Iteration 28Q: 3 clusters Score -194874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -194876.640625 Penalty: 748.398865
	Iteration 29Q: 3 clusters Score -194876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -194877.531250 Penalty: 748.398865
	Iteration 30Q: 3 clusters Score -194877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -194878.281250 Penalty: 748.398865
	Iteration 31Q: 3 clusters Score -194878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -194878.750000 Penalty: 748.398865
	Iteration 32Q: 3 clusters Score -194878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -194879.718750 Penalty: 748.398865
	Iteration 33Q: 3 clusters Score -194879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -194879.734375 Penalty: 748.398865
	Iteration 34Q: 3 clusters Score -194879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -194880.093750 Penalty: 748.398865
	Iteration 35Q: 3 clusters Score -194880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -194880.625000 Penalty: 748.398865
	Iteration 36Q: 3 clusters Score -194880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -194880.671875 Penalty: 748.398865
	Iteration 37Q: 3 clusters Score -194880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -194880.609375 Penalty: 748.398865
	Iteration 38Q: 3 clusters Score -194880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -194880.906250 Penalty: 748.398865
	Iteration 39Q: 3 clusters Score -194880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -194880.750000 Penalty: 748.398865
	Iteration 40F: 3 clusters Score -194880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Entering Unmasked Estep 
Score: -578275.937500 Penalty: 417.170380
	Iteration 0F: 2 clusters Score -578275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -571865.000000 Penalty: 834.340759
	Iteration 0F: 3 clusters Score -571865 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -575023.312500 Penalty: 834.340759
	Iteration 1F: 3 clusters Score -575023.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -575568.062500 Penalty: 834.340759
	Iteration 2F: 3 clusters Score -575568.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -576219.250000 Penalty: 834.340759
	Iteration 3F: 3 clusters Score -576219.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -576875.312500 Penalty: 834.340759
	Iteration 4F: 3 clusters Score -576875.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -577272.750000 Penalty: 834.340759
	Iteration 5F: 3 clusters Score -577272.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -577420.187500 Penalty: 834.340759
	Iteration 6Q: 3 clusters Score -577420.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -577484.187500 Penalty: 834.340759
	Iteration 7Q: 3 clusters Score -577484.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -577519.750000 Penalty: 834.340759
	Iteration 8Q: 3 clusters Score -577519.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -577544.812500 Penalty: 834.340759
	Iteration 9Q: 3 clusters Score -577544.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -577563.125000 Penalty: 834.340759
	Iteration 10Q: 3 clusters Score -577563.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -577581.375000 Penalty: 834.340759
	Iteration 11Q: 3 clusters Score -577581.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -577590.375000 Penalty: 834.340759
	Iteration 12Q: 3 clusters Score -577590.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -577597.750000 Penalty: 834.340759
	Iteration 13Q: 3 clusters Score -577597.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -577603.500000 Penalty: 834.340759
	Iteration 14Q: 3 clusters Score -577603.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -577609.437500 Penalty: 834.340759
	Iteration 15Q: 3 clusters Score -577609.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -577618.562500 Penalty: 834.340759
	Iteration 16Q: 3 clusters Score -577618.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -577621.750000 Penalty: 834.340759
	Iteration 17Q: 3 clusters Score -577621.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -577626.250000 Penalty: 834.340759
	Iteration 18Q: 3 clusters Score -577626.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -577631.625000 Penalty: 834.340759
	Iteration 19Q: 3 clusters Score -577631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -577636.625000 Penalty: 834.340759
	Iteration 20F: 3 clusters Score -577636.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -577639.125000 Penalty: 834.340759
	Iteration 21Q: 3 clusters Score -577639.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -577645.250000 Penalty: 834.340759
	Iteration 22Q: 3 clusters Score -577645.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -577652.562500 Penalty: 834.340759
	Iteration 23Q: 3 clusters Score -577652.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -577657.125000 Penalty: 834.340759
	Iteration 24Q: 3 clusters Score -577657.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -577662.187500 Penalty: 834.340759
	Iteration 25Q: 3 clusters Score -577662.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -577665.625000 Penalty: 834.340759
	Iteration 26Q: 3 clusters Score -577665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -577668.875000 Penalty: 834.340759
	Iteration 27Q: 3 clusters Score -577668.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -577672.187500 Penalty: 834.340759
	Iteration 28Q: 3 clusters Score -577672.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -577674.500000 Penalty: 834.340759
	Iteration 29Q: 3 clusters Score -577674.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -577678.375000 Penalty: 834.340759
	Iteration 30Q: 3 clusters Score -577678.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -577680.875000 Penalty: 834.340759
	Iteration 31Q: 3 clusters Score -577680.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -577684.750000 Penalty: 834.340759
	Iteration 32Q: 3 clusters Score -577684.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -577687.375000 Penalty: 834.340759
	Iteration 33Q: 3 clusters Score -577687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -577689.687500 Penalty: 834.340759
	Iteration 34Q: 3 clusters Score -577689.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -577694.125000 Penalty: 834.340759
	Iteration 35Q: 3 clusters Score -577694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -577694.375000 Penalty: 834.340759
	Iteration 36Q: 3 clusters Score -577694.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -577697.062500 Penalty: 834.340759
	Iteration 37Q: 3 clusters Score -577697.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -577698.500000 Penalty: 834.340759
	Iteration 38Q: 3 clusters Score -577698.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -577699.312500 Penalty: 834.340759
	Iteration 39Q: 3 clusters Score -577699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -577701.500000 Penalty: 834.340759
	Iteration 40F: 3 clusters Score -577701.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -577704.562500 Penalty: 834.340759
	Iteration 41Q: 3 clusters Score -577704.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -577704.250000 Penalty: 834.340759
	Iteration 42Q: 3 clusters Score -577704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -577707.875000 Penalty: 834.340759
	Iteration 43Q: 3 clusters Score -577707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -577707.937500 Penalty: 834.340759
	Iteration 44Q: 3 clusters Score -577707.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -577710.125000 Penalty: 834.340759
	Iteration 45Q: 3 clusters Score -577710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -577713.000000 Penalty: 834.340759
	Iteration 46Q: 3 clusters Score -577713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -577716.000000 Penalty: 834.340759
	Iteration 47Q: 3 clusters Score -577716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -577717.125000 Penalty: 834.340759
	Iteration 48Q: 3 clusters Score -577717.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -577717.375000 Penalty: 834.340759
	Iteration 49Q: 3 clusters Score -577717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -577718.000000 Penalty: 834.340759
	Iteration 50Q: 3 clusters Score -577718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -577720.312500 Penalty: 834.340759
	Iteration 51Q: 3 clusters Score -577720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -577721.187500 Penalty: 834.340759
	Iteration 52Q: 3 clusters Score -577721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -577723.375000 Penalty: 834.340759
	Iteration 53Q: 3 clusters Score -577723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -577722.937500 Penalty: 834.340759
	Iteration 54Q: 3 clusters Score -577722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -577723.812500 Penalty: 834.340759
	Iteration 55Q: 3 clusters Score -577723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -577724.625000 Penalty: 834.340759
	Iteration 56Q: 3 clusters Score -577724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -577724.750000 Penalty: 834.340759
	Iteration 57Q: 3 clusters Score -577724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -577726.437500 Penalty: 834.340759
	Iteration 58Q: 3 clusters Score -577726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -577726.625000 Penalty: 834.340759
	Iteration 59Q: 3 clusters Score -577726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -577728.062500 Penalty: 834.340759
	Iteration 60F: 3 clusters Score -577728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -577728.437500 Penalty: 834.340759
	Iteration 61Q: 3 clusters Score -577728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -577729.312500 Penalty: 834.340759
	Iteration 62Q: 3 clusters Score -577729.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -577727.500000 Penalty: 834.340759
	Iteration 63Q: 3 clusters Score -577727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -577728.500000 Penalty: 834.340759
	Iteration 64Q: 3 clusters Score -577728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -577729.812500 Penalty: 834.340759
	Iteration 65Q: 3 clusters Score -577729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -577730.187500 Penalty: 834.340759
	Iteration 66Q: 3 clusters Score -577730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -577730.000000 Penalty: 834.340759
	Iteration 67Q: 3 clusters Score -577730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -577730.750000 Penalty: 834.340759
	Iteration 68Q: 3 clusters Score -577730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -577730.437500 Penalty: 834.340759
	Iteration 69Q: 3 clusters Score -577730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -577731.500000 Penalty: 834.340759
	Iteration 70Q: 3 clusters Score -577731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -577731.062500 Penalty: 834.340759
	Iteration 71Q: 3 clusters Score -577731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -577732.375000 Penalty: 834.340759
	Iteration 72Q: 3 clusters Score -577732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -577731.937500 Penalty: 834.340759
	Iteration 73Q: 3 clusters Score -577731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -577732.062500 Penalty: 834.340759
	Iteration 74Q: 3 clusters Score -577732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -577732.875000 Penalty: 834.340759
	Iteration 75Q: 3 clusters Score -577732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -577732.125000 Penalty: 834.340759
	Iteration 76Q: 3 clusters Score -577732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -577733.812500 Penalty: 834.340759
	Iteration 77Q: 3 clusters Score -577733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -577733.562500 Penalty: 834.340759
	Iteration 78Q: 3 clusters Score -577733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -577734.125000 Penalty: 834.340759
	Iteration 79Q: 3 clusters Score -577734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -577734.500000 Penalty: 834.340759
	Iteration 80F: 3 clusters Score -577734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -96420.132812 Penalty: 336.393463
	Iteration 0F: 2 clusters Score -96420.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -95192.179688 Penalty: 672.786926
	Iteration 0F: 3 clusters Score -95192.18 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95521.960938 Penalty: 672.786926
	Iteration 1F: 3 clusters Score -95521.96 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95578.445312 Penalty: 672.786926
	Iteration 2F: 3 clusters Score -95578.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -95615.890625 Penalty: 672.786926
	Iteration 3Q: 3 clusters Score -95615.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -95647.921875 Penalty: 672.786926
	Iteration 4Q: 3 clusters Score -95647.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -95670.531250 Penalty: 672.786926
	Iteration 5Q: 3 clusters Score -95670.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95690.601562 Penalty: 672.786926
	Iteration 6Q: 3 clusters Score -95690.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95705.031250 Penalty: 672.786926
	Iteration 7Q: 3 clusters Score -95705.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95723.062500 Penalty: 672.786926
	Iteration 8Q: 3 clusters Score -95723.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95735.539062 Penalty: 672.786926
	Iteration 9Q: 3 clusters Score -95735.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95744.203125 Penalty: 672.786926
	Iteration 10Q: 3 clusters Score -95744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -95753.828125 Penalty: 672.786926
	Iteration 11Q: 3 clusters Score -95753.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95766.687500 Penalty: 672.786926
	Iteration 12Q: 3 clusters Score -95766.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -95783.906250 Penalty: 672.786926
	Iteration 13Q: 3 clusters Score -95783.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -95809.656250 Penalty: 672.786926
	Iteration 14Q: 3 clusters Score -95809.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95855.132812 Penalty: 672.786926
	Iteration 15Q: 3 clusters Score -95855.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95896.953125 Penalty: 672.786926
	Iteration 16Q: 3 clusters Score -95896.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95944.156250 Penalty: 672.786926
	Iteration 17Q: 3 clusters Score -95944.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95988.679688 Penalty: 672.786926
	Iteration 18Q: 3 clusters Score -95988.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96020.406250 Penalty: 672.786926
	Iteration 19Q: 3 clusters Score -96020.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96048.062500 Penalty: 672.786926
	Iteration 20F: 3 clusters Score -96048.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96068.585938 Penalty: 672.786926
	Iteration 21Q: 3 clusters Score -96068.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96073.570312 Penalty: 672.786926
	Iteration 22Q: 3 clusters Score -96073.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96078.164062 Penalty: 672.786926
	Iteration 23Q: 3 clusters Score -96078.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96081.132812 Penalty: 672.786926
	Iteration 24Q: 3 clusters Score -96081.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96084.023438 Penalty: 672.786926
	Iteration 25Q: 3 clusters Score -96084.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -96085.242188 Penalty: 672.786926
	Iteration 26Q: 3 clusters Score -96085.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -96087.953125 Penalty: 672.786926
	Iteration 27Q: 3 clusters Score -96087.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -96091.679688 Penalty: 672.786926
	Iteration 28Q: 3 clusters Score -96091.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -96096.804688 Penalty: 672.786926
	Iteration 29Q: 3 clusters Score -96096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -96104.234375 Penalty: 672.786926
	Iteration 30Q: 3 clusters Score -96104.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -96113.078125 Penalty: 672.786926
	Iteration 31Q: 3 clusters Score -96113.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -96118.835938 Penalty: 672.786926
	Iteration 32Q: 3 clusters Score -96118.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -96121.984375 Penalty: 672.786926
	Iteration 33Q: 3 clusters Score -96121.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -96126.945312 Penalty: 672.786926
	Iteration 34Q: 3 clusters Score -96126.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -96133.101562 Penalty: 672.786926
	Iteration 35Q: 3 clusters Score -96133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -96135.593750 Penalty: 672.786926
	Iteration 36Q: 3 clusters Score -96135.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -96137.406250 Penalty: 672.786926
	Iteration 37Q: 3 clusters Score -96137.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -96138.906250 Penalty: 672.786926
	Iteration 38Q: 3 clusters Score -96138.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -96140.164062 Penalty: 672.786926
	Iteration 39Q: 3 clusters Score -96140.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -96141.031250 Penalty: 672.786926
	Iteration 40F: 3 clusters Score -96141.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -96141.484375 Penalty: 672.786926
	Iteration 41Q: 3 clusters Score -96141.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -96141.484375 Penalty: 672.786926
	Iteration 42F: 3 clusters Score -96141.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -100676.304688 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -100676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99435.617188 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -99435.62 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -100642.812500 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -100642.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101345.781250 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -101345.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101633.976562 Penalty: 682.799377
	Iteration 3F: 3 clusters Score -101634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101690.351562 Penalty: 682.799377
	Iteration 4Q: 3 clusters Score -101690.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101734.210938 Penalty: 682.799377
	Iteration 5Q: 3 clusters Score -101734.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101786.453125 Penalty: 682.799377
	Iteration 6Q: 3 clusters Score -101786.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101828.539062 Penalty: 682.799377
	Iteration 7Q: 3 clusters Score -101828.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101870.562500 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -101870.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101880.984375 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -101881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101890.992188 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -101891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101900.109375 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -101900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101910.835938 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -101910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101919.070312 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -101919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101928.460938 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -101928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101929.750000 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -101929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101934.578125 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -101934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101938.171875 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -101938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101940.875000 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -101940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101945.804688 Penalty: 682.799377
	Iteration 19Q: 3 clusters Score -101945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101946.406250 Penalty: 682.799377
	Iteration 20F: 3 clusters Score -101946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101949.898438 Penalty: 682.799377
	Iteration 21Q: 3 clusters Score -101949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101963.773438 Penalty: 682.799377
	Iteration 22Q: 3 clusters Score -101963.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101980.945312 Penalty: 682.799377
	Iteration 23Q: 3 clusters Score -101980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101986.289062 Penalty: 682.799377
	Iteration 24Q: 3 clusters Score -101986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101990.570312 Penalty: 682.799377
	Iteration 25Q: 3 clusters Score -101990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101994.898438 Penalty: 682.799377
	Iteration 26Q: 3 clusters Score -101994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101998.968750 Penalty: 682.799377
	Iteration 27Q: 3 clusters Score -101999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102005.265625 Penalty: 682.799377
	Iteration 28Q: 3 clusters Score -102005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102017.945312 Penalty: 682.799377
	Iteration 29Q: 3 clusters Score -102017.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102031.890625 Penalty: 682.799377
	Iteration 30Q: 3 clusters Score -102031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102038.226562 Penalty: 682.799377
	Iteration 31Q: 3 clusters Score -102038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102038.054688 Penalty: 682.799377
	Iteration 32Q: 3 clusters Score -102038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -102039.445312 Penalty: 682.799377
	Iteration 33Q: 3 clusters Score -102039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -102039.445312 Penalty: 682.799377
	Iteration 34F: 3 clusters Score -102039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Entering Unmasked Estep 
Score: -58172060.000000 Penalty: 27691.738281
Splitting cluster 8 changes total score from -58170160.000000 to -58172060.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -44223.667969 Penalty: 300.045807
	Iteration 0F: 2 clusters Score -44223.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43584.261719 Penalty: 600.091614
	Iteration 0F: 3 clusters Score -43584.26 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43749.136719 Penalty: 600.091614
	Iteration 1F: 3 clusters Score -43749.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43782.152344 Penalty: 600.091614
	Iteration 2F: 3 clusters Score -43782.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -43808.574219 Penalty: 600.091614
	Iteration 3F: 3 clusters Score -43808.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -43829.007812 Penalty: 600.091614
	Iteration 4Q: 3 clusters Score -43829.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43849.503906 Penalty: 600.091614
	Iteration 5Q: 3 clusters Score -43849.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43866.199219 Penalty: 600.091614
	Iteration 6Q: 3 clusters Score -43866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43878.281250 Penalty: 600.091614
	Iteration 7Q: 3 clusters Score -43878.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43888.246094 Penalty: 600.091614
	Iteration 8Q: 3 clusters Score -43888.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43894.972656 Penalty: 600.091614
	Iteration 9Q: 3 clusters Score -43894.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43900.460938 Penalty: 600.091614
	Iteration 10Q: 3 clusters Score -43900.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43905.015625 Penalty: 600.091614
	Iteration 11Q: 3 clusters Score -43905.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43907.078125 Penalty: 600.091614
	Iteration 12Q: 3 clusters Score -43907.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43908.839844 Penalty: 600.091614
	Iteration 13Q: 3 clusters Score -43908.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43913.554688 Penalty: 600.091614
	Iteration 14Q: 3 clusters Score -43913.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43918.449219 Penalty: 600.091614
	Iteration 15Q: 3 clusters Score -43918.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43920.386719 Penalty: 600.091614
	Iteration 16Q: 3 clusters Score -43920.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43923.460938 Penalty: 600.091614
	Iteration 17Q: 3 clusters Score -43923.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43929.296875 Penalty: 600.091614
	Iteration 18Q: 3 clusters Score -43929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43934.566406 Penalty: 600.091614
	Iteration 19Q: 3 clusters Score -43934.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43938.867188 Penalty: 600.091614
	Iteration 20F: 3 clusters Score -43938.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -43941.281250 Penalty: 600.091614
	Iteration 21Q: 3 clusters Score -43941.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43942.394531 Penalty: 600.091614
	Iteration 22Q: 3 clusters Score -43942.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43943.046875 Penalty: 600.091614
	Iteration 23Q: 3 clusters Score -43943.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43943.226562 Penalty: 600.091614
	Iteration 24Q: 3 clusters Score -43943.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43943.464844 Penalty: 600.091614
	Iteration 25Q: 3 clusters Score -43943.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43943.464844 Penalty: 600.091614
	Iteration 26F: 3 clusters Score -43943.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -25558.257812 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -25558.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25158.285156 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -25158.29 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25356.240234 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -25356.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25459.943359 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -25459.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25542.007812 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -25542.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25576.583984 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -25576.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25593.814453 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -25593.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25606.699219 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -25606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25617.322266 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -25617.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25622.011719 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -25622.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25627.371094 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -25627.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25627.535156 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -25627.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25627.535156 Penalty: 551.167358
	Iteration 11F: 3 clusters Score -25627.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Entering Unmasked Estep 
Score: -58171768.000000 Penalty: 28321.095703
Splitting cluster 10 changes total score from -58170160.000000 to -58171768.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 11 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -38694.671875 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -38694.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38116.421875 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -38116.42 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38242.863281 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -38242.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38262.042969 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -38262.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38270.660156 Penalty: 591.206543
	Iteration 3Q: 3 clusters Score -38270.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38278.031250 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -38278.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38282.816406 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -38282.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38287.859375 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -38287.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38291.167969 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -38291.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38293.367188 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -38293.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38296.101562 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -38296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38297.722656 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -38297.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38298.761719 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -38298.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38298.914062 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -38298.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38298.914062 Penalty: 591.206543
	Iteration 13F: 3 clusters Score -38298.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -478396.593750 Penalty: 410.290009
	Iteration 0F: 2 clusters Score -478396.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -472948.281250 Penalty: 820.580017
	Iteration 0F: 3 clusters Score -472948.3 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -475245.125000 Penalty: 820.580017
	Iteration 1F: 3 clusters Score -475245.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -475693.281250 Penalty: 820.580017
	Iteration 2F: 3 clusters Score -475693.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -476277.062500 Penalty: 820.580017
	Iteration 3F: 3 clusters Score -476277.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -476907.906250 Penalty: 820.580017
	Iteration 4F: 3 clusters Score -476907.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -477314.593750 Penalty: 820.580017
	Iteration 5F: 3 clusters Score -477314.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -477491.562500 Penalty: 820.580017
	Iteration 6Q: 3 clusters Score -477491.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -477554.437500 Penalty: 820.580017
	Iteration 7Q: 3 clusters Score -477554.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -477589.812500 Penalty: 820.580017
	Iteration 8Q: 3 clusters Score -477589.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -477619.062500 Penalty: 820.580017
	Iteration 9Q: 3 clusters Score -477619.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -477642.093750 Penalty: 820.580017
	Iteration 10Q: 3 clusters Score -477642.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -477671.062500 Penalty: 820.580017
	Iteration 11Q: 3 clusters Score -477671.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -477697.156250 Penalty: 820.580017
	Iteration 12Q: 3 clusters Score -477697.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -477717.843750 Penalty: 820.580017
	Iteration 13Q: 3 clusters Score -477717.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -477733.781250 Penalty: 820.580017
	Iteration 14Q: 3 clusters Score -477733.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -477746.406250 Penalty: 820.580017
	Iteration 15Q: 3 clusters Score -477746.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -477764.000000 Penalty: 820.580017
	Iteration 16Q: 3 clusters Score -477764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -477784.500000 Penalty: 820.580017
	Iteration 17Q: 3 clusters Score -477784.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -477809.375000 Penalty: 820.580017
	Iteration 18Q: 3 clusters Score -477809.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -477845.375000 Penalty: 820.580017
	Iteration 19Q: 3 clusters Score -477845.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -477887.937500 Penalty: 820.580017
	Iteration 20F: 3 clusters Score -477887.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -477929.593750 Penalty: 820.580017
	Iteration 21Q: 3 clusters Score -477929.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -477986.500000 Penalty: 820.580017
	Iteration 22Q: 3 clusters Score -477986.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -478033.781250 Penalty: 820.580017
	Iteration 23Q: 3 clusters Score -478033.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -478076.093750 Penalty: 820.580017
	Iteration 24Q: 3 clusters Score -478076.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -478113.750000 Penalty: 820.580017
	Iteration 25Q: 3 clusters Score -478113.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -478148.218750 Penalty: 820.580017
	Iteration 26Q: 3 clusters Score -478148.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -478175.062500 Penalty: 820.580017
	Iteration 27Q: 3 clusters Score -478175.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -478193.656250 Penalty: 820.580017
	Iteration 28Q: 3 clusters Score -478193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -478207.625000 Penalty: 820.580017
	Iteration 29Q: 3 clusters Score -478207.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -478218.843750 Penalty: 820.580017
	Iteration 30Q: 3 clusters Score -478218.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -478227.281250 Penalty: 820.580017
	Iteration 31Q: 3 clusters Score -478227.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -478235.281250 Penalty: 820.580017
	Iteration 32Q: 3 clusters Score -478235.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -478236.437500 Penalty: 820.580017
	Iteration 33Q: 3 clusters Score -478236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -478238.406250 Penalty: 820.580017
	Iteration 34Q: 3 clusters Score -478238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -478241.593750 Penalty: 820.580017
	Iteration 35Q: 3 clusters Score -478241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -478244.312500 Penalty: 820.580017
	Iteration 36Q: 3 clusters Score -478244.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -478249.593750 Penalty: 820.580017
	Iteration 37Q: 3 clusters Score -478249.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -478253.156250 Penalty: 820.580017
	Iteration 38Q: 3 clusters Score -478253.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -478258.031250 Penalty: 820.580017
	Iteration 39Q: 3 clusters Score -478258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -478262.812500 Penalty: 820.580017
	Iteration 40F: 3 clusters Score -478262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -478266.000000 Penalty: 820.580017
	Iteration 41Q: 3 clusters Score -478266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -478268.687500 Penalty: 820.580017
	Iteration 42Q: 3 clusters Score -478268.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -478269.125000 Penalty: 820.580017
	Iteration 43Q: 3 clusters Score -478269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -478269.531250 Penalty: 820.580017
	Iteration 44Q: 3 clusters Score -478269.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -478272.375000 Penalty: 820.580017
	Iteration 45Q: 3 clusters Score -478272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -478276.312500 Penalty: 820.580017
	Iteration 46Q: 3 clusters Score -478276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -478278.718750 Penalty: 820.580017
	Iteration 47Q: 3 clusters Score -478278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -478278.937500 Penalty: 820.580017
	Iteration 48Q: 3 clusters Score -478278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -478281.000000 Penalty: 820.580017
	Iteration 49Q: 3 clusters Score -478281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -478282.218750 Penalty: 820.580017
	Iteration 50Q: 3 clusters Score -478282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -478284.218750 Penalty: 820.580017
	Iteration 51Q: 3 clusters Score -478284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -478285.343750 Penalty: 820.580017
	Iteration 52Q: 3 clusters Score -478285.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -478285.812500 Penalty: 820.580017
	Iteration 53Q: 3 clusters Score -478285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -478288.156250 Penalty: 820.580017
	Iteration 54Q: 3 clusters Score -478288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -478291.656250 Penalty: 820.580017
	Iteration 55Q: 3 clusters Score -478291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -478294.625000 Penalty: 820.580017
	Iteration 56Q: 3 clusters Score -478294.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -478296.375000 Penalty: 820.580017
	Iteration 57Q: 3 clusters Score -478296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -478298.875000 Penalty: 820.580017
	Iteration 58Q: 3 clusters Score -478298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -478300.937500 Penalty: 820.580017
	Iteration 59Q: 3 clusters Score -478300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -478301.343750 Penalty: 820.580017
	Iteration 60F: 3 clusters Score -478301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -478303.187500 Penalty: 820.580017
	Iteration 61Q: 3 clusters Score -478303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -478303.375000 Penalty: 820.580017
	Iteration 62Q: 3 clusters Score -478303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -478305.125000 Penalty: 820.580017
	Iteration 63Q: 3 clusters Score -478305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -478304.750000 Penalty: 820.580017
	Iteration 64Q: 3 clusters Score -478304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -478305.531250 Penalty: 820.580017
	Iteration 65Q: 3 clusters Score -478305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -478305.812500 Penalty: 820.580017
	Iteration 66Q: 3 clusters Score -478305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -478307.656250 Penalty: 820.580017
	Iteration 67Q: 3 clusters Score -478307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -478309.875000 Penalty: 820.580017
	Iteration 68Q: 3 clusters Score -478309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -478311.312500 Penalty: 820.580017
	Iteration 69Q: 3 clusters Score -478311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -478310.937500 Penalty: 820.580017
	Iteration 70Q: 3 clusters Score -478310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -478311.593750 Penalty: 820.580017
	Iteration 71Q: 3 clusters Score -478311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -478311.687500 Penalty: 820.580017
	Iteration 72Q: 3 clusters Score -478311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -478312.718750 Penalty: 820.580017
	Iteration 73Q: 3 clusters Score -478312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -478312.906250 Penalty: 820.580017
	Iteration 74Q: 3 clusters Score -478312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -478313.281250 Penalty: 820.580017
	Iteration 75Q: 3 clusters Score -478313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -478313.406250 Penalty: 820.580017
	Iteration 76Q: 3 clusters Score -478313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -478314.812500 Penalty: 820.580017
	Iteration 77Q: 3 clusters Score -478314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -478314.968750 Penalty: 820.580017
	Iteration 78Q: 3 clusters Score -478315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -478315.718750 Penalty: 820.580017
	Iteration 79Q: 3 clusters Score -478315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -478315.843750 Penalty: 820.580017
	Iteration 80F: 3 clusters Score -478315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -478315.500000 Penalty: 820.580017
	Iteration 81Q: 3 clusters Score -478315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -478316.031250 Penalty: 820.580017
	Iteration 82Q: 3 clusters Score -478316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -478317.000000 Penalty: 820.580017
	Iteration 83Q: 3 clusters Score -478317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -478317.125000 Penalty: 820.580017
	Iteration 84Q: 3 clusters Score -478317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -478318.312500 Penalty: 820.580017
	Iteration 85Q: 3 clusters Score -478318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -478318.843750 Penalty: 820.580017
	Iteration 86Q: 3 clusters Score -478318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -478319.968750 Penalty: 820.580017
	Iteration 87Q: 3 clusters Score -478320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -478319.906250 Penalty: 820.580017
	Iteration 88Q: 3 clusters Score -478319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -478320.687500 Penalty: 820.580017
	Iteration 89Q: 3 clusters Score -478320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -478320.406250 Penalty: 820.580017
	Iteration 90Q: 3 clusters Score -478320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -478320.406250 Penalty: 820.580017
	Iteration 91F: 3 clusters Score -478320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Entering Unmasked Estep 
Score: -941838.812500 Penalty: 439.060974
	Iteration 0F: 2 clusters Score -941838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -931634.250000 Penalty: 878.121948
	Iteration 0F: 3 clusters Score -931634.2 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -935822.000000 Penalty: 878.121948
	Iteration 1F: 3 clusters Score -935822 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -936095.125000 Penalty: 878.121948
	Iteration 2Q: 3 clusters Score -936095.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -936416.937500 Penalty: 878.121948
	Iteration 3Q: 3 clusters Score -936416.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -936790.750000 Penalty: 878.121948
	Iteration 4F: 3 clusters Score -936790.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -937159.250000 Penalty: 878.121948
	Iteration 5Q: 3 clusters Score -937159.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -937572.312500 Penalty: 878.121948
	Iteration 6F: 3 clusters Score -937572.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -938055.625000 Penalty: 878.121948
	Iteration 7F: 3 clusters Score -938055.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -938543.750000 Penalty: 878.121948
	Iteration 8Q: 3 clusters Score -938543.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -938982.812500 Penalty: 878.121948
	Iteration 9Q: 3 clusters Score -938982.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -939278.750000 Penalty: 878.121948
	Iteration 10Q: 3 clusters Score -939278.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -939462.937500 Penalty: 878.121948
	Iteration 11Q: 3 clusters Score -939462.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -939626.062500 Penalty: 878.121948
	Iteration 12Q: 3 clusters Score -939626.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -939766.687500 Penalty: 878.121948
	Iteration 13Q: 3 clusters Score -939766.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -939909.687500 Penalty: 878.121948
	Iteration 14Q: 3 clusters Score -939909.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -940043.875000 Penalty: 878.121948
	Iteration 15Q: 3 clusters Score -940043.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -940186.812500 Penalty: 878.121948
	Iteration 16Q: 3 clusters Score -940186.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -940307.312500 Penalty: 878.121948
	Iteration 17Q: 3 clusters Score -940307.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -940420.687500 Penalty: 878.121948
	Iteration 18Q: 3 clusters Score -940420.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -940519.562500 Penalty: 878.121948
	Iteration 19Q: 3 clusters Score -940519.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -940613.125000 Penalty: 878.121948
	Iteration 20F: 3 clusters Score -940613.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -940729.750000 Penalty: 878.121948
	Iteration 21Q: 3 clusters Score -940729.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -940885.187500 Penalty: 878.121948
	Iteration 22Q: 3 clusters Score -940885.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -941026.562500 Penalty: 878.121948
	Iteration 23Q: 3 clusters Score -941026.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -941147.750000 Penalty: 878.121948
	Iteration 24Q: 3 clusters Score -941147.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -941278.750000 Penalty: 878.121948
	Iteration 25Q: 3 clusters Score -941278.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -941394.000000 Penalty: 878.121948
	Iteration 26Q: 3 clusters Score -941394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -941473.125000 Penalty: 878.121948
	Iteration 27Q: 3 clusters Score -941473.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -941528.812500 Penalty: 878.121948
	Iteration 28Q: 3 clusters Score -941528.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -941551.750000 Penalty: 878.121948
	Iteration 29Q: 3 clusters Score -941551.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -941564.312500 Penalty: 878.121948
	Iteration 30Q: 3 clusters Score -941564.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -941574.937500 Penalty: 878.121948
	Iteration 31Q: 3 clusters Score -941574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -941581.875000 Penalty: 878.121948
	Iteration 32Q: 3 clusters Score -941581.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -941584.687500 Penalty: 878.121948
	Iteration 33Q: 3 clusters Score -941584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -941591.500000 Penalty: 878.121948
	Iteration 34Q: 3 clusters Score -941591.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -941595.562500 Penalty: 878.121948
	Iteration 35Q: 3 clusters Score -941595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -941598.312500 Penalty: 878.121948
	Iteration 36Q: 3 clusters Score -941598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -941598.375000 Penalty: 878.121948
	Iteration 37Q: 3 clusters Score -941598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -941601.937500 Penalty: 878.121948
	Iteration 38Q: 3 clusters Score -941601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -941604.937500 Penalty: 878.121948
	Iteration 39Q: 3 clusters Score -941604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -941613.062500 Penalty: 878.121948
	Iteration 40F: 3 clusters Score -941613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -941617.625000 Penalty: 878.121948
	Iteration 41Q: 3 clusters Score -941617.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -941622.000000 Penalty: 878.121948
	Iteration 42Q: 3 clusters Score -941622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -941622.000000 Penalty: 878.121948
	Iteration 43Q: 3 clusters Score -941622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -941622.187500 Penalty: 878.121948
	Iteration 44Q: 3 clusters Score -941622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -941623.000000 Penalty: 878.121948
	Iteration 45Q: 3 clusters Score -941623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -941623.000000 Penalty: 878.121948
	Iteration 46F: 3 clusters Score -941623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48805.308594 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48805.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48070.925781 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -48070.93 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48354.695312 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -48354.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48551.566406 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -48551.57 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48673.136719 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -48673.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48718.621094 Penalty: 615.092224
	Iteration 4F: 3 clusters Score -48718.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -48749.210938 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -48749.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48774.281250 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -48774.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48800.210938 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -48800.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48827.035156 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -48827.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48846.855469 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -48846.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48862.250000 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -48862.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48871.023438 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -48871.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48875.523438 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -48875.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48877.519531 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -48877.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48878.332031 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -48878.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48878.332031 Penalty: 615.092224
	Iteration 15F: 3 clusters Score -48878.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Entering Unmasked Estep 
Score: -58171576.000000 Penalty: 28950.453125
Splitting cluster 14 changes total score from -58170160.000000 to -58171576.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 15 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -8579.939453 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -8579.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8151.970703 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -8151.971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8281.110352 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -8281.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8332.942383 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -8332.942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8417.449219 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -8417.449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8509.860352 Penalty: 545.903259
	Iteration 4F: 3 clusters Score -8509.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8578.873047 Penalty: 545.903259
	Iteration 5F: 3 clusters Score -8578.873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8619.674805 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -8619.675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8652.366211 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -8652.366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8664.890625 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -8664.891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8668.680664 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -8668.681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8671.426758 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -8671.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8671.647461 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -8671.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8671.647461 Penalty: 545.903259
	Iteration 12F: 3 clusters Score -8671.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Entering Unmasked Estep 
Score: -58171308.000000 Penalty: 29579.810547
Splitting cluster 15 changes total score from -58170160.000000 to -58171308.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 16 (18128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Entering Unmasked Estep 
Score: -1083192.625000 Penalty: 446.137177
	Iteration 0F: 2 clusters Score -1083193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1070984.625000 Penalty: 892.274353
	Iteration 0F: 3 clusters Score -1070985 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1076097.750000 Penalty: 892.274353
	Iteration 1F: 3 clusters Score -1076098 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1076312.625000 Penalty: 892.274353
	Iteration 2Q: 3 clusters Score -1076313 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1076537.125000 Penalty: 892.274353
	Iteration 3Q: 3 clusters Score -1076537 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1076759.750000 Penalty: 892.274353
	Iteration 4Q: 3 clusters Score -1076760 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1076995.625000 Penalty: 892.274353
	Iteration 5Q: 3 clusters Score -1076996 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1077352.750000 Penalty: 892.274353
	Iteration 6Q: 3 clusters Score -1077353 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1077927.625000 Penalty: 892.274353
	Iteration 7Q: 3 clusters Score -1077928 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1078691.375000 Penalty: 892.274353
	Iteration 8F: 3 clusters Score -1078691 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1079280.125000 Penalty: 892.274353
	Iteration 9F: 3 clusters Score -1079280 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1079562.750000 Penalty: 892.274353
	Iteration 10Q: 3 clusters Score -1079563 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1079689.000000 Penalty: 892.274353
	Iteration 11Q: 3 clusters Score -1079689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1079767.750000 Penalty: 892.274353
	Iteration 12Q: 3 clusters Score -1079768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1079846.625000 Penalty: 892.274353
	Iteration 13Q: 3 clusters Score -1079847 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1079943.250000 Penalty: 892.274353
	Iteration 14Q: 3 clusters Score -1079943 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1080042.250000 Penalty: 892.274353
	Iteration 15Q: 3 clusters Score -1080042 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1080146.375000 Penalty: 892.274353
	Iteration 16Q: 3 clusters Score -1080146 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1080276.375000 Penalty: 892.274353
	Iteration 17Q: 3 clusters Score -1080276 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1080437.250000 Penalty: 892.274353
	Iteration 18Q: 3 clusters Score -1080437 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1080627.500000 Penalty: 892.274353
	Iteration 19Q: 3 clusters Score -1080628 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1080851.750000 Penalty: 892.274353
	Iteration 20F: 3 clusters Score -1080852 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1081152.250000 Penalty: 892.274353
	Iteration 21Q: 3 clusters Score -1081152 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1081474.250000 Penalty: 892.274353
	Iteration 22Q: 3 clusters Score -1081474 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1081756.125000 Penalty: 892.274353
	Iteration 23Q: 3 clusters Score -1081756 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1081967.125000 Penalty: 892.274353
	Iteration 24Q: 3 clusters Score -1081967 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1082136.250000 Penalty: 892.274353
	Iteration 25Q: 3 clusters Score -1082136 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1082251.625000 Penalty: 892.274353
	Iteration 26Q: 3 clusters Score -1082252 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1082325.250000 Penalty: 892.274353
	Iteration 27Q: 3 clusters Score -1082325 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1082363.125000 Penalty: 892.274353
	Iteration 28Q: 3 clusters Score -1082363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1082386.625000 Penalty: 892.274353
	Iteration 29Q: 3 clusters Score -1082387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1082398.125000 Penalty: 892.274353
	Iteration 30Q: 3 clusters Score -1082398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1082408.750000 Penalty: 892.274353
	Iteration 31Q: 3 clusters Score -1082409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1082411.875000 Penalty: 892.274353
	Iteration 32Q: 3 clusters Score -1082412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1082419.000000 Penalty: 892.274353
	Iteration 33Q: 3 clusters Score -1082419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1082424.125000 Penalty: 892.274353
	Iteration 34Q: 3 clusters Score -1082424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1082423.625000 Penalty: 892.274353
	Iteration 35Q: 3 clusters Score -1082424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1082423.625000 Penalty: 892.274353
	Iteration 36Q: 3 clusters Score -1082424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1082427.625000 Penalty: 892.274353
	Iteration 37Q: 3 clusters Score -1082428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1082428.750000 Penalty: 892.274353
	Iteration 38Q: 3 clusters Score -1082429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1082429.500000 Penalty: 892.274353
	Iteration 39Q: 3 clusters Score -1082430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1082432.250000 Penalty: 892.274353
	Iteration 40F: 3 clusters Score -1082432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1082434.250000 Penalty: 892.274353
	Iteration 41Q: 3 clusters Score -1082434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1082434.500000 Penalty: 892.274353
	Iteration 42Q: 3 clusters Score -1082434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1082436.875000 Penalty: 892.274353
	Iteration 43Q: 3 clusters Score -1082437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1082436.875000 Penalty: 892.274353
	Iteration 44Q: 3 clusters Score -1082437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1082437.625000 Penalty: 892.274353
	Iteration 45Q: 3 clusters Score -1082438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1082438.750000 Penalty: 892.274353
	Iteration 46Q: 3 clusters Score -1082439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1082436.000000 Penalty: 892.274353
	Iteration 47Q: 3 clusters Score -1082436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1082437.250000 Penalty: 892.274353
	Iteration 48Q: 3 clusters Score -1082437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1082436.625000 Penalty: 892.274353
	Iteration 49Q: 3 clusters Score -1082437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1082436.750000 Penalty: 892.274353
	Iteration 50Q: 3 clusters Score -1082437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1082436.000000 Penalty: 892.274353
	Iteration 51Q: 3 clusters Score -1082436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1082437.000000 Penalty: 892.274353
	Iteration 52Q: 3 clusters Score -1082437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1082437.000000 Penalty: 892.274353
	Iteration 53Q: 3 clusters Score -1082437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1082437.250000 Penalty: 892.274353
	Iteration 54Q: 3 clusters Score -1082437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1082435.500000 Penalty: 892.274353
	Iteration 55Q: 3 clusters Score -1082436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1082435.500000 Penalty: 892.274353
	Iteration 56F: 3 clusters Score -1082436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Entering Unmasked Estep 
Score: -4364492.500000 Penalty: 509.345795
	Iteration 0F: 2 clusters Score -4364492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4315433.000000 Penalty: 1018.691589
	Iteration 0F: 3 clusters Score -4315433 nChanged 35523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4336618.500000 Penalty: 1018.691589
	Iteration 1F: 3 clusters Score -4336618 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4337265.000000 Penalty: 1018.691589
	Iteration 2Q: 3 clusters Score -4337265 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4338297.000000 Penalty: 1018.691589
	Iteration 3Q: 3 clusters Score -4338297 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4340126.500000 Penalty: 1018.691589
	Iteration 4Q: 3 clusters Score -4340126 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -4343003.500000 Penalty: 1018.691589
	Iteration 5F: 3 clusters Score -4343004 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4346989.500000 Penalty: 1018.691589
	Iteration 6F: 3 clusters Score -4346990 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4350591.500000 Penalty: 1018.691589
	Iteration 7F: 3 clusters Score -4350592 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4352782.000000 Penalty: 1018.691589
	Iteration 8Q: 3 clusters Score -4352782 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4354073.000000 Penalty: 1018.691589
	Iteration 9Q: 3 clusters Score -4354073 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4355074.000000 Penalty: 1018.691589
	Iteration 10Q: 3 clusters Score -4355074 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4356064.500000 Penalty: 1018.691589
	Iteration 11Q: 3 clusters Score -4356064 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4356996.500000 Penalty: 1018.691589
	Iteration 12Q: 3 clusters Score -4356996 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4358053.500000 Penalty: 1018.691589
	Iteration 13Q: 3 clusters Score -4358054 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4359160.000000 Penalty: 1018.691589
	Iteration 14Q: 3 clusters Score -4359160 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4360187.000000 Penalty: 1018.691589
	Iteration 15Q: 3 clusters Score -4360187 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4361077.000000 Penalty: 1018.691589
	Iteration 16Q: 3 clusters Score -4361077 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4361922.500000 Penalty: 1018.691589
	Iteration 17Q: 3 clusters Score -4361922 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4362632.000000 Penalty: 1018.691589
	Iteration 18Q: 3 clusters Score -4362632 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4363199.000000 Penalty: 1018.691589
	Iteration 19Q: 3 clusters Score -4363199 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4363626.000000 Penalty: 1018.691589
	Iteration 20F: 3 clusters Score -4363626 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4363862.000000 Penalty: 1018.691589
	Iteration 21Q: 3 clusters Score -4363862 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4363964.500000 Penalty: 1018.691589
	Iteration 22Q: 3 clusters Score -4363964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4364001.500000 Penalty: 1018.691589
	Iteration 23Q: 3 clusters Score -4364002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4364014.000000 Penalty: 1018.691589
	Iteration 24Q: 3 clusters Score -4364014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4364019.500000 Penalty: 1018.691589
	Iteration 25Q: 3 clusters Score -4364020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4364024.500000 Penalty: 1018.691589
	Iteration 26Q: 3 clusters Score -4364024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4364025.000000 Penalty: 1018.691589
	Iteration 27Q: 3 clusters Score -4364025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4364030.000000 Penalty: 1018.691589
	Iteration 28Q: 3 clusters Score -4364030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4364030.000000 Penalty: 1018.691589
	Iteration 29F: 3 clusters Score -4364030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -917529.625000 Penalty: 438.467712
	Iteration 0F: 2 clusters Score -917529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -907212.875000 Penalty: 876.935425
	Iteration 0F: 3 clusters Score -907212.9 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -911734.437500 Penalty: 876.935425
	Iteration 1F: 3 clusters Score -911734.4 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -912481.437500 Penalty: 876.935425
	Iteration 2F: 3 clusters Score -912481.4 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -913508.687500 Penalty: 876.935425
	Iteration 3F: 3 clusters Score -913508.7 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -914778.812500 Penalty: 876.935425
	Iteration 4F: 3 clusters Score -914778.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -915876.437500 Penalty: 876.935425
	Iteration 5F: 3 clusters Score -915876.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -916529.375000 Penalty: 876.935425
	Iteration 6Q: 3 clusters Score -916529.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -916803.500000 Penalty: 876.935425
	Iteration 7Q: 3 clusters Score -916803.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -916913.000000 Penalty: 876.935425
	Iteration 8Q: 3 clusters Score -916913 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -916962.687500 Penalty: 876.935425
	Iteration 9Q: 3 clusters Score -916962.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -916997.875000 Penalty: 876.935425
	Iteration 10Q: 3 clusters Score -916997.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -917024.187500 Penalty: 876.935425
	Iteration 11Q: 3 clusters Score -917024.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -917042.437500 Penalty: 876.935425
	Iteration 12Q: 3 clusters Score -917042.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -917058.000000 Penalty: 876.935425
	Iteration 13Q: 3 clusters Score -917058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -917068.062500 Penalty: 876.935425
	Iteration 14Q: 3 clusters Score -917068.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -917074.062500 Penalty: 876.935425
	Iteration 15Q: 3 clusters Score -917074.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -917078.500000 Penalty: 876.935425
	Iteration 16Q: 3 clusters Score -917078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -917080.437500 Penalty: 876.935425
	Iteration 17Q: 3 clusters Score -917080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -917083.687500 Penalty: 876.935425
	Iteration 18Q: 3 clusters Score -917083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -917088.062500 Penalty: 876.935425
	Iteration 19Q: 3 clusters Score -917088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -917094.250000 Penalty: 876.935425
	Iteration 20F: 3 clusters Score -917094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -917097.687500 Penalty: 876.935425
	Iteration 21Q: 3 clusters Score -917097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -917099.500000 Penalty: 876.935425
	Iteration 22Q: 3 clusters Score -917099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -917100.000000 Penalty: 876.935425
	Iteration 23Q: 3 clusters Score -917100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -917100.937500 Penalty: 876.935425
	Iteration 24Q: 3 clusters Score -917100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -917101.125000 Penalty: 876.935425
	Iteration 25Q: 3 clusters Score -917101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -917104.062500 Penalty: 876.935425
	Iteration 26Q: 3 clusters Score -917104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -917105.750000 Penalty: 876.935425
	Iteration 27Q: 3 clusters Score -917105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -917108.062500 Penalty: 876.935425
	Iteration 28Q: 3 clusters Score -917108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -917108.687500 Penalty: 876.935425
	Iteration 29Q: 3 clusters Score -917108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -917110.437500 Penalty: 876.935425
	Iteration 30Q: 3 clusters Score -917110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -917112.875000 Penalty: 876.935425
	Iteration 31Q: 3 clusters Score -917112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -917119.625000 Penalty: 876.935425
	Iteration 32Q: 3 clusters Score -917119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -917124.312500 Penalty: 876.935425
	Iteration 33Q: 3 clusters Score -917124.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -917129.312500 Penalty: 876.935425
	Iteration 34Q: 3 clusters Score -917129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -917130.250000 Penalty: 876.935425
	Iteration 35Q: 3 clusters Score -917130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -917131.125000 Penalty: 876.935425
	Iteration 36Q: 3 clusters Score -917131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -917132.312500 Penalty: 876.935425
	Iteration 37Q: 3 clusters Score -917132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -917132.250000 Penalty: 876.935425
	Iteration 38Q: 3 clusters Score -917132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -917131.937500 Penalty: 876.935425
	Iteration 39Q: 3 clusters Score -917131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -917131.937500 Penalty: 876.935425
	Iteration 40F: 3 clusters Score -917131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -42131.738281 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -42131.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41427.210938 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -41427.21 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42145.828125 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -42145.83 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -42351.417969 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -42351.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42490.707031 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -42490.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42548.683594 Penalty: 626.114929
	Iteration 4Q: 3 clusters Score -42548.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42572.902344 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -42572.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42604.078125 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -42604.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42650.589844 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -42650.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42702.433594 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -42702.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -42742.769531 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -42742.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -42769.640625 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -42769.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42799.773438 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -42799.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42814.890625 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -42814.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42828.007812 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -42828.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -42835.210938 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -42835.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -42837.253906 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -42837.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42838.648438 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -42838.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -42838.597656 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -42838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -42838.597656 Penalty: 626.114929
	Iteration 18F: 3 clusters Score -42838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Entering Unmasked Estep 
Score: -58171704.000000 Penalty: 30209.167969
Splitting cluster 19 changes total score from -58170160.000000 to -58171704.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 20 (136312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Entering Unmasked Estep 
Score: -8175309.000000 Penalty: 537.932922
	Iteration 0F: 2 clusters Score -8175309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -8086762.000000 Penalty: 1075.865845
	Iteration 0F: 3 clusters Score -8086762 nChanged 66764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -8130123.000000 Penalty: 1075.865845
	Iteration 1F: 3 clusters Score -8130123 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8137477.000000 Penalty: 1075.865845
	Iteration 2F: 3 clusters Score -8137477 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -8148744.500000 Penalty: 1075.865845
	Iteration 3F: 3 clusters Score -8148744 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -8161506.000000 Penalty: 1075.865845
	Iteration 4F: 3 clusters Score -8161506 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8169936.000000 Penalty: 1075.865845
	Iteration 5F: 3 clusters Score -8169936 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134838 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8173557.500000 Penalty: 1075.865845
	Iteration 6Q: 3 clusters Score -8173558 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8174517.000000 Penalty: 1075.865845
	Iteration 7Q: 3 clusters Score -8174517 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8174738.500000 Penalty: 1075.865845
	Iteration 8Q: 3 clusters Score -8174738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8174791.500000 Penalty: 1075.865845
	Iteration 9Q: 3 clusters Score -8174792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8174799.500000 Penalty: 1075.865845
	Iteration 10Q: 3 clusters Score -8174800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8174810.500000 Penalty: 1075.865845
	Iteration 11Q: 3 clusters Score -8174810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8174815.000000 Penalty: 1075.865845
	Iteration 12Q: 3 clusters Score -8174815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8174821.000000 Penalty: 1075.865845
	Iteration 13Q: 3 clusters Score -8174821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8174824.000000 Penalty: 1075.865845
	Iteration 14Q: 3 clusters Score -8174824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8174829.000000 Penalty: 1075.865845
	Iteration 15Q: 3 clusters Score -8174829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8174830.500000 Penalty: 1075.865845
	Iteration 16Q: 3 clusters Score -8174830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136261 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8174828.500000 Penalty: 1075.865845
	Iteration 17Q: 3 clusters Score -8174828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8174832.500000 Penalty: 1075.865845
	Iteration 18Q: 3 clusters Score -8174832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8174838.000000 Penalty: 1075.865845
	Iteration 19Q: 3 clusters Score -8174838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8174838.000000 Penalty: 1075.865845
	Iteration 20F: 3 clusters Score -8174838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -48673.718750 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -48673.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47962.933594 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -47962.93 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48206.332031 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -48206.33 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48263.890625 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -48263.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48295.617188 Penalty: 614.350220
	Iteration 3F: 3 clusters Score -48295.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48313.207031 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -48313.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48320.242188 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -48320.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48327.605469 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -48327.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48334.808594 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -48334.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48339.531250 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -48339.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48342.804688 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -48342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48344.921875 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -48344.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48349.203125 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -48349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48357.644531 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -48357.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48364.375000 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -48364.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48370.093750 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -48370.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48376.027344 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -48376.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48379.847656 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -48379.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48383.347656 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -48383.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48387.851562 Penalty: 614.350220
	Iteration 18Q: 3 clusters Score -48387.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48390.761719 Penalty: 614.350220
	Iteration 19Q: 3 clusters Score -48390.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48392.289062 Penalty: 614.350220
	Iteration 20F: 3 clusters Score -48392.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48393.859375 Penalty: 614.350220
	Iteration 21Q: 3 clusters Score -48393.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48396.093750 Penalty: 614.350220
	Iteration 22Q: 3 clusters Score -48396.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48397.125000 Penalty: 614.350220
	Iteration 23Q: 3 clusters Score -48397.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48398.785156 Penalty: 614.350220
	Iteration 24Q: 3 clusters Score -48398.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48399.480469 Penalty: 614.350220
	Iteration 25Q: 3 clusters Score -48399.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48400.046875 Penalty: 614.350220
	Iteration 26Q: 3 clusters Score -48400.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48400.378906 Penalty: 614.350220
	Iteration 27Q: 3 clusters Score -48400.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48400.378906 Penalty: 614.350220
	Iteration 28F: 3 clusters Score -48400.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -110815.070312 Penalty: 342.783081
	Iteration 0F: 2 clusters Score -110815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -109505.960938 Penalty: 685.566162
	Iteration 0F: 3 clusters Score -109506 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -110416.445312 Penalty: 685.566162
	Iteration 1F: 3 clusters Score -110416.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -110766.750000 Penalty: 685.566162
	Iteration 2F: 3 clusters Score -110766.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111043.867188 Penalty: 685.566162
	Iteration 3F: 3 clusters Score -111043.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111363.875000 Penalty: 685.566162
	Iteration 4F: 3 clusters Score -111363.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111539.773438 Penalty: 685.566162
	Iteration 5F: 3 clusters Score -111539.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111593.109375 Penalty: 685.566162
	Iteration 6Q: 3 clusters Score -111593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111602.328125 Penalty: 685.566162
	Iteration 7Q: 3 clusters Score -111602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111604.085938 Penalty: 685.566162
	Iteration 8Q: 3 clusters Score -111604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111604.703125 Penalty: 685.566162
	Iteration 9Q: 3 clusters Score -111604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111605.359375 Penalty: 685.566162
	Iteration 10Q: 3 clusters Score -111605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111605.359375 Penalty: 685.566162
	Iteration 11F: 3 clusters Score -111605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Entering Unmasked Estep 
Score: -58172152.000000 Penalty: 30838.527344
Splitting cluster 22 changes total score from -58170160.000000 to -58172152.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (111984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Entering Unmasked Estep 
Score: -6736271.500000 Penalty: 528.988037
	Iteration 0F: 2 clusters Score -6736272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -6662054.500000 Penalty: 1057.976074
	Iteration 0F: 3 clusters Score -6662054 nChanged 54929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -6701291.000000 Penalty: 1057.976074
	Iteration 1F: 3 clusters Score -6701291 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -6707442.000000 Penalty: 1057.976074
	Iteration 2F: 3 clusters Score -6707442 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -6714481.000000 Penalty: 1057.976074
	Iteration 3F: 3 clusters Score -6714481 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -6720372.000000 Penalty: 1057.976074
	Iteration 4F: 3 clusters Score -6720372 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -6723535.500000 Penalty: 1057.976074
	Iteration 5F: 3 clusters Score -6723536 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -6724744.500000 Penalty: 1057.976074
	Iteration 6Q: 3 clusters Score -6724744 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -6725382.000000 Penalty: 1057.976074
	Iteration 7Q: 3 clusters Score -6725382 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -6725844.000000 Penalty: 1057.976074
	Iteration 8Q: 3 clusters Score -6725844 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -6726389.000000 Penalty: 1057.976074
	Iteration 9Q: 3 clusters Score -6726389 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -6727027.000000 Penalty: 1057.976074
	Iteration 10Q: 3 clusters Score -6727027 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -6727654.000000 Penalty: 1057.976074
	Iteration 11Q: 3 clusters Score -6727654 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -6728296.000000 Penalty: 1057.976074
	Iteration 12Q: 3 clusters Score -6728296 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -6728939.500000 Penalty: 1057.976074
	Iteration 13Q: 3 clusters Score -6728940 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -6729484.500000 Penalty: 1057.976074
	Iteration 14Q: 3 clusters Score -6729484 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -6730080.000000 Penalty: 1057.976074
	Iteration 15Q: 3 clusters Score -6730080 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -6730684.500000 Penalty: 1057.976074
	Iteration 16Q: 3 clusters Score -6730684 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -6731211.000000 Penalty: 1057.976074
	Iteration 17Q: 3 clusters Score -6731211 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -6731804.000000 Penalty: 1057.976074
	Iteration 18Q: 3 clusters Score -6731804 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -6732447.000000 Penalty: 1057.976074
	Iteration 19Q: 3 clusters Score -6732447 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -6733072.500000 Penalty: 1057.976074
	Iteration 20F: 3 clusters Score -6733072 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -6733632.500000 Penalty: 1057.976074
	Iteration 21Q: 3 clusters Score -6733632 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -6734101.500000 Penalty: 1057.976074
	Iteration 22Q: 3 clusters Score -6734102 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -6734563.000000 Penalty: 1057.976074
	Iteration 23Q: 3 clusters Score -6734563 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -6734911.500000 Penalty: 1057.976074
	Iteration 24Q: 3 clusters Score -6734912 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -6735247.000000 Penalty: 1057.976074
	Iteration 25Q: 3 clusters Score -6735247 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -6735472.500000 Penalty: 1057.976074
	Iteration 26Q: 3 clusters Score -6735472 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -6735663.500000 Penalty: 1057.976074
	Iteration 27Q: 3 clusters Score -6735664 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 110047 members 
Entering Unmasked Estep 
Score: -6735822.500000 Penalty: 1057.976074
	Iteration 28Q: 3 clusters Score -6735822 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -6735898.000000 Penalty: 1057.976074
	Iteration 29Q: 3 clusters Score -6735898 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -6735972.500000 Penalty: 1057.976074
	Iteration 30Q: 3 clusters Score -6735972 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -6735998.500000 Penalty: 1057.976074
	Iteration 31Q: 3 clusters Score -6735998 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -6736067.000000 Penalty: 1057.976074
	Iteration 32Q: 3 clusters Score -6736067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -6736081.500000 Penalty: 1057.976074
	Iteration 33Q: 3 clusters Score -6736082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -6736109.500000 Penalty: 1057.976074
	Iteration 34Q: 3 clusters Score -6736110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -6736118.000000 Penalty: 1057.976074
	Iteration 35Q: 3 clusters Score -6736118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -6736129.500000 Penalty: 1057.976074
	Iteration 36Q: 3 clusters Score -6736130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 111346 members 
Entering Unmasked Estep 
Score: -6736136.000000 Penalty: 1057.976074
	Iteration 37Q: 3 clusters Score -6736136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -6736129.500000 Penalty: 1057.976074
	Iteration 38Q: 3 clusters Score -6736130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -6736138.500000 Penalty: 1057.976074
	Iteration 39Q: 3 clusters Score -6736138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -6736146.500000 Penalty: 1057.976074
	Iteration 40F: 3 clusters Score -6736146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -6736159.500000 Penalty: 1057.976074
	Iteration 41Q: 3 clusters Score -6736160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -6736161.500000 Penalty: 1057.976074
	Iteration 42Q: 3 clusters Score -6736162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -6736170.500000 Penalty: 1057.976074
	Iteration 43Q: 3 clusters Score -6736170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -6736174.500000 Penalty: 1057.976074
	Iteration 44Q: 3 clusters Score -6736174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -6736171.500000 Penalty: 1057.976074
	Iteration 45Q: 3 clusters Score -6736172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -6736171.500000 Penalty: 1057.976074
	Iteration 46F: 3 clusters Score -6736172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -26614.976562 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -26614.98 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 231 members 
Entering Unmasked Estep 
Score: -26176.792969 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26176.79 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26413.894531 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26413.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26503.382812 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26503.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26540.644531 Penalty: 557.545105
	Iteration 3Q: 3 clusters Score -26540.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26566.833984 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26566.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26589.099609 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26598.373047 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26598.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26603.882812 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26603.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26610.875000 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26610.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26624.005859 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26624.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26634.843750 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26634.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26644.070312 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26644.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26650.083984 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -26650.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26650.740234 Penalty: 557.545105
	Iteration 13Q: 3 clusters Score -26650.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26650.914062 Penalty: 557.545105
	Iteration 14Q: 3 clusters Score -26650.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26654.910156 Penalty: 557.545105
	Iteration 15Q: 3 clusters Score -26654.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26654.910156 Penalty: 557.545105
	Iteration 16F: 3 clusters Score -26654.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Entering Unmasked Estep 
Score: -58171876.000000 Penalty: 31467.884766
Splitting cluster 24 changes total score from -58170160.000000 to -58171876.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (103934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Entering Unmasked Estep 
Score: -6184586.500000 Penalty: 525.593811
	Iteration 0F: 2 clusters Score -6184586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6114285.500000 Penalty: 1051.187622
	Iteration 0F: 3 clusters Score -6114286 nChanged 50884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6144418.000000 Penalty: 1051.187622
	Iteration 1F: 3 clusters Score -6144418 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6145439.000000 Penalty: 1051.187622
	Iteration 2Q: 3 clusters Score -6145439 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6146812.500000 Penalty: 1051.187622
	Iteration 3Q: 3 clusters Score -6146812 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -6149162.000000 Penalty: 1051.187622
	Iteration 4Q: 3 clusters Score -6149162 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -6152753.000000 Penalty: 1051.187622
	Iteration 5F: 3 clusters Score -6152753 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -6157833.000000 Penalty: 1051.187622
	Iteration 6F: 3 clusters Score -6157833 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6164018.500000 Penalty: 1051.187622
	Iteration 7F: 3 clusters Score -6164018 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -6170049.000000 Penalty: 1051.187622
	Iteration 8F: 3 clusters Score -6170049 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6174668.500000 Penalty: 1051.187622
	Iteration 9Q: 3 clusters Score -6174668 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6177494.500000 Penalty: 1051.187622
	Iteration 10Q: 3 clusters Score -6177494 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6179250.000000 Penalty: 1051.187622
	Iteration 11Q: 3 clusters Score -6179250 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -6180435.000000 Penalty: 1051.187622
	Iteration 12Q: 3 clusters Score -6180435 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6181303.500000 Penalty: 1051.187622
	Iteration 13Q: 3 clusters Score -6181304 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6181976.500000 Penalty: 1051.187622
	Iteration 14Q: 3 clusters Score -6181976 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6182506.500000 Penalty: 1051.187622
	Iteration 15Q: 3 clusters Score -6182506 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6182908.000000 Penalty: 1051.187622
	Iteration 16Q: 3 clusters Score -6182908 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6183237.000000 Penalty: 1051.187622
	Iteration 17Q: 3 clusters Score -6183237 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6183464.000000 Penalty: 1051.187622
	Iteration 18Q: 3 clusters Score -6183464 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6183621.500000 Penalty: 1051.187622
	Iteration 19Q: 3 clusters Score -6183622 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6183737.500000 Penalty: 1051.187622
	Iteration 20F: 3 clusters Score -6183738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6183834.500000 Penalty: 1051.187622
	Iteration 21Q: 3 clusters Score -6183834 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6183911.000000 Penalty: 1051.187622
	Iteration 22Q: 3 clusters Score -6183911 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6183964.000000 Penalty: 1051.187622
	Iteration 23Q: 3 clusters Score -6183964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6184001.500000 Penalty: 1051.187622
	Iteration 24Q: 3 clusters Score -6184002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6184025.000000 Penalty: 1051.187622
	Iteration 25Q: 3 clusters Score -6184025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6184033.000000 Penalty: 1051.187622
	Iteration 26Q: 3 clusters Score -6184033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6184048.500000 Penalty: 1051.187622
	Iteration 27Q: 3 clusters Score -6184048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6184060.000000 Penalty: 1051.187622
	Iteration 28Q: 3 clusters Score -6184060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6184070.500000 Penalty: 1051.187622
	Iteration 29Q: 3 clusters Score -6184070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6184080.000000 Penalty: 1051.187622
	Iteration 30Q: 3 clusters Score -6184080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6184092.000000 Penalty: 1051.187622
	Iteration 31Q: 3 clusters Score -6184092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6184094.500000 Penalty: 1051.187622
	Iteration 32Q: 3 clusters Score -6184094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6184110.000000 Penalty: 1051.187622
	Iteration 33Q: 3 clusters Score -6184110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6184111.500000 Penalty: 1051.187622
	Iteration 34Q: 3 clusters Score -6184112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6184124.000000 Penalty: 1051.187622
	Iteration 35Q: 3 clusters Score -6184124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6184123.500000 Penalty: 1051.187622
	Iteration 36Q: 3 clusters Score -6184124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6184128.500000 Penalty: 1051.187622
	Iteration 37Q: 3 clusters Score -6184128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6184125.500000 Penalty: 1051.187622
	Iteration 38Q: 3 clusters Score -6184126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6184126.000000 Penalty: 1051.187622
	Iteration 39Q: 3 clusters Score -6184126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6184128.000000 Penalty: 1051.187622
	Iteration 40F: 3 clusters Score -6184128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6184132.500000 Penalty: 1051.187622
	Iteration 41Q: 3 clusters Score -6184132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6184132.000000 Penalty: 1051.187622
	Iteration 42Q: 3 clusters Score -6184132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6184138.000000 Penalty: 1051.187622
	Iteration 43Q: 3 clusters Score -6184138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6184138.500000 Penalty: 1051.187622
	Iteration 44Q: 3 clusters Score -6184138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6184140.000000 Penalty: 1051.187622
	Iteration 45Q: 3 clusters Score -6184140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6184139.500000 Penalty: 1051.187622
	Iteration 46Q: 3 clusters Score -6184140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6184145.500000 Penalty: 1051.187622
	Iteration 47Q: 3 clusters Score -6184146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6184149.000000 Penalty: 1051.187622
	Iteration 48Q: 3 clusters Score -6184149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6184144.500000 Penalty: 1051.187622
	Iteration 49Q: 3 clusters Score -6184144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6184152.500000 Penalty: 1051.187622
	Iteration 50Q: 3 clusters Score -6184152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6184145.000000 Penalty: 1051.187622
	Iteration 51Q: 3 clusters Score -6184145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6184149.500000 Penalty: 1051.187622
	Iteration 52Q: 3 clusters Score -6184150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6184150.500000 Penalty: 1051.187622
	Iteration 53Q: 3 clusters Score -6184150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6184150.500000 Penalty: 1051.187622
	Iteration 54F: 3 clusters Score -6184150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -50578.839844 Penalty: 309.407745
	Iteration 0F: 2 clusters Score -50578.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49850.480469 Penalty: 618.815491
	Iteration 0F: 3 clusters Score -49850.48 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50270.332031 Penalty: 618.815491
	Iteration 1F: 3 clusters Score -50270.33 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50503.929688 Penalty: 618.815491
	Iteration 2F: 3 clusters Score -50503.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50612.203125 Penalty: 618.815491
	Iteration 3F: 3 clusters Score -50612.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50678.945312 Penalty: 618.815491
	Iteration 4F: 3 clusters Score -50678.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50712.601562 Penalty: 618.815491
	Iteration 5Q: 3 clusters Score -50712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50731.652344 Penalty: 618.815491
	Iteration 6Q: 3 clusters Score -50731.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50749.031250 Penalty: 618.815491
	Iteration 7Q: 3 clusters Score -50749.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50799.304688 Penalty: 618.815491
	Iteration 8Q: 3 clusters Score -50799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50826.296875 Penalty: 618.815491
	Iteration 9Q: 3 clusters Score -50826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50827.945312 Penalty: 618.815491
	Iteration 10Q: 3 clusters Score -50827.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50829.593750 Penalty: 618.815491
	Iteration 11Q: 3 clusters Score -50829.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50830.636719 Penalty: 618.815491
	Iteration 12Q: 3 clusters Score -50830.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50830.636719 Penalty: 618.815491
	Iteration 13F: 3 clusters Score -50830.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Entering Unmasked Estep 
Score: -58171864.000000 Penalty: 32097.242188
Splitting cluster 26 changes total score from -58170160.000000 to -58171864.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -14202.509766 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -14202.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13868.919922 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -13868.92 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14209.570312 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -14209.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14300.510742 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -14300.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14351.890625 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -14351.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14381.362305 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -14381.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14394.156250 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -14394.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14401.779297 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -14401.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14402.776367 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -14402.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14403.710938 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -14403.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14403.710938 Penalty: 524.917236
	Iteration 9F: 3 clusters Score -14403.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Entering Unmasked Estep 
Score: -58171728.000000 Penalty: 32726.599609
Splitting cluster 27 changes total score from -58170160.000000 to -58171728.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -335795.406250 Penalty: 393.197784
	Iteration 0F: 2 clusters Score -335795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -331971.843750 Penalty: 786.395569
	Iteration 0F: 3 clusters Score -331971.8 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -333478.000000 Penalty: 786.395569
	Iteration 1F: 3 clusters Score -333478 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -333625.406250 Penalty: 786.395569
	Iteration 2F: 3 clusters Score -333625.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -333805.093750 Penalty: 786.395569
	Iteration 3F: 3 clusters Score -333805.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -334055.218750 Penalty: 786.395569
	Iteration 4F: 3 clusters Score -334055.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -334383.968750 Penalty: 786.395569
	Iteration 5F: 3 clusters Score -334384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -334651.312500 Penalty: 786.395569
	Iteration 6F: 3 clusters Score -334651.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -334861.968750 Penalty: 786.395569
	Iteration 7Q: 3 clusters Score -334862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -335013.500000 Penalty: 786.395569
	Iteration 8Q: 3 clusters Score -335013.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -335113.562500 Penalty: 786.395569
	Iteration 9Q: 3 clusters Score -335113.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -335193.562500 Penalty: 786.395569
	Iteration 10Q: 3 clusters Score -335193.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -335248.906250 Penalty: 786.395569
	Iteration 11Q: 3 clusters Score -335248.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -335289.718750 Penalty: 786.395569
	Iteration 12Q: 3 clusters Score -335289.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -335315.000000 Penalty: 786.395569
	Iteration 13Q: 3 clusters Score -335315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -335330.187500 Penalty: 786.395569
	Iteration 14Q: 3 clusters Score -335330.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -335346.218750 Penalty: 786.395569
	Iteration 15Q: 3 clusters Score -335346.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -335360.687500 Penalty: 786.395569
	Iteration 16Q: 3 clusters Score -335360.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -335377.031250 Penalty: 786.395569
	Iteration 17Q: 3 clusters Score -335377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -335387.718750 Penalty: 786.395569
	Iteration 18Q: 3 clusters Score -335387.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -335396.156250 Penalty: 786.395569
	Iteration 19Q: 3 clusters Score -335396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -335401.343750 Penalty: 786.395569
	Iteration 20F: 3 clusters Score -335401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -335405.156250 Penalty: 786.395569
	Iteration 21Q: 3 clusters Score -335405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -335409.531250 Penalty: 786.395569
	Iteration 22Q: 3 clusters Score -335409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -335413.937500 Penalty: 786.395569
	Iteration 23Q: 3 clusters Score -335413.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -335419.625000 Penalty: 786.395569
	Iteration 24Q: 3 clusters Score -335419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -335423.593750 Penalty: 786.395569
	Iteration 25Q: 3 clusters Score -335423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -335428.968750 Penalty: 786.395569
	Iteration 26Q: 3 clusters Score -335429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -335434.062500 Penalty: 786.395569
	Iteration 27Q: 3 clusters Score -335434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -335437.843750 Penalty: 786.395569
	Iteration 28Q: 3 clusters Score -335437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -335441.593750 Penalty: 786.395569
	Iteration 29Q: 3 clusters Score -335441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -335448.500000 Penalty: 786.395569
	Iteration 30Q: 3 clusters Score -335448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -335451.187500 Penalty: 786.395569
	Iteration 31Q: 3 clusters Score -335451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -335456.000000 Penalty: 786.395569
	Iteration 32Q: 3 clusters Score -335456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -335458.906250 Penalty: 786.395569
	Iteration 33Q: 3 clusters Score -335458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -335462.781250 Penalty: 786.395569
	Iteration 34Q: 3 clusters Score -335462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -335464.437500 Penalty: 786.395569
	Iteration 35Q: 3 clusters Score -335464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -335466.375000 Penalty: 786.395569
	Iteration 36Q: 3 clusters Score -335466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -335468.156250 Penalty: 786.395569
	Iteration 37Q: 3 clusters Score -335468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -335468.812500 Penalty: 786.395569
	Iteration 38Q: 3 clusters Score -335468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -335469.093750 Penalty: 786.395569
	Iteration 39Q: 3 clusters Score -335469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -335469.093750 Penalty: 786.395569
	Iteration 40F: 3 clusters Score -335469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (116218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Entering Unmasked Estep 
Score: -6846547.500000 Penalty: 530.676636
	Iteration 0F: 2 clusters Score -6846548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -6768594.000000 Penalty: 1061.353271
	Iteration 0F: 3 clusters Score -6768594 nChanged 56638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6805309.500000 Penalty: 1061.353271
	Iteration 1F: 3 clusters Score -6805310 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -6810040.000000 Penalty: 1061.353271
	Iteration 2F: 3 clusters Score -6810040 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -6818257.500000 Penalty: 1061.353271
	Iteration 3F: 3 clusters Score -6818258 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -6828864.000000 Penalty: 1061.353271
	Iteration 4F: 3 clusters Score -6828864 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -6837288.500000 Penalty: 1061.353271
	Iteration 5F: 3 clusters Score -6837288 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6841790.500000 Penalty: 1061.353271
	Iteration 6Q: 3 clusters Score -6841790 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -6843493.500000 Penalty: 1061.353271
	Iteration 7Q: 3 clusters Score -6843494 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -6844245.000000 Penalty: 1061.353271
	Iteration 8Q: 3 clusters Score -6844245 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109729 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6844674.500000 Penalty: 1061.353271
	Iteration 9Q: 3 clusters Score -6844674 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6845018.500000 Penalty: 1061.353271
	Iteration 10Q: 3 clusters Score -6845018 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6845276.000000 Penalty: 1061.353271
	Iteration 11Q: 3 clusters Score -6845276 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6845508.500000 Penalty: 1061.353271
	Iteration 12Q: 3 clusters Score -6845508 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6845699.500000 Penalty: 1061.353271
	Iteration 13Q: 3 clusters Score -6845700 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6845842.500000 Penalty: 1061.353271
	Iteration 14Q: 3 clusters Score -6845842 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6845960.500000 Penalty: 1061.353271
	Iteration 15Q: 3 clusters Score -6845960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6846031.500000 Penalty: 1061.353271
	Iteration 16Q: 3 clusters Score -6846032 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6846111.000000 Penalty: 1061.353271
	Iteration 17Q: 3 clusters Score -6846111 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6846194.500000 Penalty: 1061.353271
	Iteration 18Q: 3 clusters Score -6846194 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114350 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6846228.000000 Penalty: 1061.353271
	Iteration 19Q: 3 clusters Score -6846228 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6846235.500000 Penalty: 1061.353271
	Iteration 20F: 3 clusters Score -6846236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6846271.500000 Penalty: 1061.353271
	Iteration 21Q: 3 clusters Score -6846272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6846277.500000 Penalty: 1061.353271
	Iteration 22Q: 3 clusters Score -6846278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6846275.000000 Penalty: 1061.353271
	Iteration 23Q: 3 clusters Score -6846275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6846276.500000 Penalty: 1061.353271
	Iteration 24Q: 3 clusters Score -6846276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6846286.500000 Penalty: 1061.353271
	Iteration 25Q: 3 clusters Score -6846286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6846290.500000 Penalty: 1061.353271
	Iteration 26Q: 3 clusters Score -6846290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6846305.500000 Penalty: 1061.353271
	Iteration 27Q: 3 clusters Score -6846306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6846297.000000 Penalty: 1061.353271
	Iteration 28Q: 3 clusters Score -6846297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6846295.000000 Penalty: 1061.353271
	Iteration 29Q: 3 clusters Score -6846295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6846297.500000 Penalty: 1061.353271
	Iteration 30Q: 3 clusters Score -6846298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6846309.000000 Penalty: 1061.353271
	Iteration 31Q: 3 clusters Score -6846309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6846313.000000 Penalty: 1061.353271
	Iteration 32Q: 3 clusters Score -6846313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6846310.500000 Penalty: 1061.353271
	Iteration 33Q: 3 clusters Score -6846310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6846318.500000 Penalty: 1061.353271
	Iteration 34Q: 3 clusters Score -6846318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6846323.500000 Penalty: 1061.353271
	Iteration 35Q: 3 clusters Score -6846324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115360 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6846333.500000 Penalty: 1061.353271
	Iteration 36Q: 3 clusters Score -6846334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6846327.000000 Penalty: 1061.353271
	Iteration 37Q: 3 clusters Score -6846327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6846335.500000 Penalty: 1061.353271
	Iteration 38Q: 3 clusters Score -6846336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6846339.000000 Penalty: 1061.353271
	Iteration 39Q: 3 clusters Score -6846339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6846336.500000 Penalty: 1061.353271
	Iteration 40F: 3 clusters Score -6846336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6846345.500000 Penalty: 1061.353271
	Iteration 41Q: 3 clusters Score -6846346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6846344.000000 Penalty: 1061.353271
	Iteration 42Q: 3 clusters Score -6846344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6846342.000000 Penalty: 1061.353271
	Iteration 43Q: 3 clusters Score -6846342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6846351.500000 Penalty: 1061.353271
	Iteration 44Q: 3 clusters Score -6846352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6846351.000000 Penalty: 1061.353271
	Iteration 45Q: 3 clusters Score -6846351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6846344.000000 Penalty: 1061.353271
	Iteration 46Q: 3 clusters Score -6846344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115483 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6846344.500000 Penalty: 1061.353271
	Iteration 47Q: 3 clusters Score -6846344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115490 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6846346.500000 Penalty: 1061.353271
	Iteration 48Q: 3 clusters Score -6846346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6846351.000000 Penalty: 1061.353271
	Iteration 49Q: 3 clusters Score -6846351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6846350.000000 Penalty: 1061.353271
	Iteration 50Q: 3 clusters Score -6846350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115511 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6846349.000000 Penalty: 1061.353271
	Iteration 51Q: 3 clusters Score -6846349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6846345.500000 Penalty: 1061.353271
	Iteration 52Q: 3 clusters Score -6846346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6846347.000000 Penalty: 1061.353271
	Iteration 53Q: 3 clusters Score -6846347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6846353.000000 Penalty: 1061.353271
	Iteration 54Q: 3 clusters Score -6846353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6846353.000000 Penalty: 1061.353271
	Iteration 55Q: 3 clusters Score -6846353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115536 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6846358.000000 Penalty: 1061.353271
	Iteration 56Q: 3 clusters Score -6846358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6846358.000000 Penalty: 1061.353271
	Iteration 57Q: 3 clusters Score -6846358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6846356.500000 Penalty: 1061.353271
	Iteration 58Q: 3 clusters Score -6846356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6846356.000000 Penalty: 1061.353271
	Iteration 59Q: 3 clusters Score -6846356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6846358.500000 Penalty: 1061.353271
	Iteration 60F: 3 clusters Score -6846358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6846357.000000 Penalty: 1061.353271
	Iteration 61Q: 3 clusters Score -6846357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6846358.500000 Penalty: 1061.353271
	Iteration 62Q: 3 clusters Score -6846358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6846358.500000 Penalty: 1061.353271
	Iteration 63Q: 3 clusters Score -6846358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115547 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6846358.000000 Penalty: 1061.353271
	Iteration 64Q: 3 clusters Score -6846358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6846355.000000 Penalty: 1061.353271
	Iteration 65Q: 3 clusters Score -6846355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6846355.000000 Penalty: 1061.353271
	Iteration 66F: 3 clusters Score -6846355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -47563.296875 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -47563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46835.058594 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -46835.06 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47797.964844 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -47797.96 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48416.343750 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -48416.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49075.171875 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -49075.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49150.113281 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -49150.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49162.429688 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -49162.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49164.464844 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -49164.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49165.617188 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -49165.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49166.019531 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -49166.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49168.566406 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -49168.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49168.566406 Penalty: 623.168457
	Iteration 10F: 3 clusters Score -49168.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 3539 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Entering Unmasked Estep 
Score: -58172900.000000 Penalty: 33355.957031
Splitting cluster 30 changes total score from -58170160.000000 to -58172900.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (222340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222340 members 
Entering Unmasked Estep 
Score: -13290881.000000 Penalty: 560.194336
	Iteration 0F: 2 clusters Score -1.329088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -13179326.000000 Penalty: 1120.388672
	Iteration 0F: 3 clusters Score -1.317933e+07 nChanged 109584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13248935.000000 Penalty: 1120.388672
	Iteration 1F: 3 clusters Score -1.324894e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -13254777.000000 Penalty: 1120.388672
	Iteration 2F: 3 clusters Score -1.325478e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141850 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -13264155.000000 Penalty: 1120.388672
	Iteration 3F: 3 clusters Score -1.326416e+07 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -13276035.000000 Penalty: 1120.388672
	Iteration 4F: 3 clusters Score -1.327604e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147292 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -13285917.000000 Penalty: 1120.388672
	Iteration 5F: 3 clusters Score -1.328592e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -13290642.000000 Penalty: 1120.388672
	Iteration 6Q: 3 clusters Score -1.329064e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -13292279.000000 Penalty: 1120.388672
	Iteration 7Q: 3 clusters Score -1.329228e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -13293582.000000 Penalty: 1120.388672
	Iteration 8Q: 3 clusters Score -1.329358e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -13294922.000000 Penalty: 1120.388672
	Iteration 9Q: 3 clusters Score -1.329492e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -13296514.000000 Penalty: 1120.388672
	Iteration 10Q: 3 clusters Score -1.329651e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -13297899.000000 Penalty: 1120.388672
	Iteration 11Q: 3 clusters Score -1.32979e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133267 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -13299352.000000 Penalty: 1120.388672
	Iteration 12Q: 3 clusters Score -1.329935e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131377 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -13300775.000000 Penalty: 1120.388672
	Iteration 13Q: 3 clusters Score -1.330078e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -13301993.000000 Penalty: 1120.388672
	Iteration 14Q: 3 clusters Score -1.330199e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -13303100.000000 Penalty: 1120.388672
	Iteration 15Q: 3 clusters Score -1.33031e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -13303791.000000 Penalty: 1120.388672
	Iteration 16Q: 3 clusters Score -1.330379e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -13304572.000000 Penalty: 1120.388672
	Iteration 17Q: 3 clusters Score -1.330457e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13305167.000000 Penalty: 1120.388672
	Iteration 18Q: 3 clusters Score -1.330517e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -13305618.000000 Penalty: 1120.388672
	Iteration 19Q: 3 clusters Score -1.330562e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -13306035.000000 Penalty: 1120.388672
	Iteration 20F: 3 clusters Score -1.330604e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -13306508.000000 Penalty: 1120.388672
	Iteration 21Q: 3 clusters Score -1.330651e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -13306842.000000 Penalty: 1120.388672
	Iteration 22Q: 3 clusters Score -1.330684e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -13307091.000000 Penalty: 1120.388672
	Iteration 23Q: 3 clusters Score -1.330709e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -13307309.000000 Penalty: 1120.388672
	Iteration 24Q: 3 clusters Score -1.330731e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111746 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -13307545.000000 Penalty: 1120.388672
	Iteration 25Q: 3 clusters Score -1.330754e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 112417 members 
Entering Unmasked Estep 
Score: -13307699.000000 Penalty: 1120.388672
	Iteration 26Q: 3 clusters Score -1.33077e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -13307728.000000 Penalty: 1120.388672
	Iteration 27Q: 3 clusters Score -1.330773e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 116373 members 
Entering Unmasked Estep 
Score: -13307797.000000 Penalty: 1120.388672
	Iteration 28Q: 3 clusters Score -1.33078e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -13307702.000000 Penalty: 1120.388672
	Iteration 29Q: 3 clusters Score -1.33077e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -13307583.000000 Penalty: 1120.388672
	Iteration 30Q: 3 clusters Score -1.330758e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -13307384.000000 Penalty: 1120.388672
	Iteration 31Q: 3 clusters Score -1.330738e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -13307113.000000 Penalty: 1120.388672
	Iteration 32Q: 3 clusters Score -1.330711e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -13306917.000000 Penalty: 1120.388672
	Iteration 33Q: 3 clusters Score -1.330692e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -13306554.000000 Penalty: 1120.388672
	Iteration 34Q: 3 clusters Score -1.330655e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -13306004.000000 Penalty: 1120.388672
	Iteration 35Q: 3 clusters Score -1.3306e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -13305533.000000 Penalty: 1120.388672
	Iteration 36Q: 3 clusters Score -1.330553e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 140668 members 
Entering Unmasked Estep 
Score: -13304995.000000 Penalty: 1120.388672
	Iteration 37Q: 3 clusters Score -1.3305e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -13304449.000000 Penalty: 1120.388672
	Iteration 38Q: 3 clusters Score -1.330445e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 146085 members 
Entering Unmasked Estep 
Score: -13304067.000000 Penalty: 1120.388672
	Iteration 39Q: 3 clusters Score -1.330407e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 148404 members 
Entering Unmasked Estep 
Score: -13304232.000000 Penalty: 1120.388672
	Iteration 40F: 3 clusters Score -1.330423e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 151176 members 
Entering Unmasked Estep 
Score: -13303855.000000 Penalty: 1120.388672
	Iteration 41Q: 3 clusters Score -1.330386e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -13303502.000000 Penalty: 1120.388672
	Iteration 42Q: 3 clusters Score -1.33035e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 156518 members 
Entering Unmasked Estep 
Score: -13303031.000000 Penalty: 1120.388672
	Iteration 43Q: 3 clusters Score -1.330303e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -13302600.000000 Penalty: 1120.388672
	Iteration 44Q: 3 clusters Score -1.33026e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -13302073.000000 Penalty: 1120.388672
	Iteration 45Q: 3 clusters Score -1.330207e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -13301697.000000 Penalty: 1120.388672
	Iteration 46Q: 3 clusters Score -1.33017e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 165727 members 
Entering Unmasked Estep 
Score: -13301234.000000 Penalty: 1120.388672
	Iteration 47Q: 3 clusters Score -1.330123e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 167831 members 
Entering Unmasked Estep 
Score: -13300811.000000 Penalty: 1120.388672
	Iteration 48Q: 3 clusters Score -1.330081e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -13300225.000000 Penalty: 1120.388672
	Iteration 49Q: 3 clusters Score -1.330022e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -13299667.000000 Penalty: 1120.388672
	Iteration 50Q: 3 clusters Score -1.329967e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 173662 members 
Entering Unmasked Estep 
Score: -13298998.000000 Penalty: 1120.388672
	Iteration 51Q: 3 clusters Score -1.3299e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -13298804.000000 Penalty: 1120.388672
	Iteration 52Q: 3 clusters Score -1.32988e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 177260 members 
Entering Unmasked Estep 
Score: -13298517.000000 Penalty: 1120.388672
	Iteration 53Q: 3 clusters Score -1.329852e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -13298191.000000 Penalty: 1120.388672
	Iteration 54Q: 3 clusters Score -1.329819e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -13297900.000000 Penalty: 1120.388672
	Iteration 55Q: 3 clusters Score -1.32979e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 182551 members 
Entering Unmasked Estep 
Score: -13297627.000000 Penalty: 1120.388672
	Iteration 56Q: 3 clusters Score -1.329763e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -13297295.000000 Penalty: 1120.388672
	Iteration 57Q: 3 clusters Score -1.32973e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -13296725.000000 Penalty: 1120.388672
	Iteration 58Q: 3 clusters Score -1.329672e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 187924 members 
Entering Unmasked Estep 
Score: -13296178.000000 Penalty: 1120.388672
	Iteration 59Q: 3 clusters Score -1.329618e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 189729 members 
Entering Unmasked Estep 
Score: -13295521.000000 Penalty: 1120.388672
	Iteration 60F: 3 clusters Score -1.329552e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 191482 members 
Entering Unmasked Estep 
Score: -13294943.000000 Penalty: 1120.388672
	Iteration 61Q: 3 clusters Score -1.329494e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 193146 members 
Entering Unmasked Estep 
Score: -13294562.000000 Penalty: 1120.388672
	Iteration 62Q: 3 clusters Score -1.329456e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 194794 members 
Entering Unmasked Estep 
Score: -13294234.000000 Penalty: 1120.388672
	Iteration 63Q: 3 clusters Score -1.329423e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 196427 members 
Entering Unmasked Estep 
Score: -13293806.000000 Penalty: 1120.388672
	Iteration 64Q: 3 clusters Score -1.329381e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 198003 members 
Entering Unmasked Estep 
Score: -13293396.000000 Penalty: 1120.388672
	Iteration 65Q: 3 clusters Score -1.32934e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 199513 members 
Entering Unmasked Estep 
Score: -13293046.000000 Penalty: 1120.388672
	Iteration 66Q: 3 clusters Score -1.329305e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 200944 members 
Entering Unmasked Estep 
Score: -13292703.000000 Penalty: 1120.388672
	Iteration 67Q: 3 clusters Score -1.32927e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 202289 members 
Entering Unmasked Estep 
Score: -13292412.000000 Penalty: 1120.388672
	Iteration 68Q: 3 clusters Score -1.329241e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 203638 members 
Entering Unmasked Estep 
Score: -13291968.000000 Penalty: 1120.388672
	Iteration 69Q: 3 clusters Score -1.329197e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -13292084.000000 Penalty: 1120.388672
	Iteration 70Q: 3 clusters Score -1.329208e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 206012 members 
Entering Unmasked Estep 
Score: -13292122.000000 Penalty: 1120.388672
	Iteration 71Q: 3 clusters Score -1.329212e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 207152 members 
Entering Unmasked Estep 
Score: -13292098.000000 Penalty: 1120.388672
	Iteration 72Q: 3 clusters Score -1.32921e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 208296 members 
Entering Unmasked Estep 
Score: -13291966.000000 Penalty: 1120.388672
	Iteration 73Q: 3 clusters Score -1.329197e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 209421 members 
Entering Unmasked Estep 
Score: -13291977.000000 Penalty: 1120.388672
	Iteration 74Q: 3 clusters Score -1.329198e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 210483 members 
Entering Unmasked Estep 
Score: -13291949.000000 Penalty: 1120.388672
	Iteration 75Q: 3 clusters Score -1.329195e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 211509 members 
Entering Unmasked Estep 
Score: -13291871.000000 Penalty: 1120.388672
	Iteration 76Q: 3 clusters Score -1.329187e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 212523 members 
Entering Unmasked Estep 
Score: -13291852.000000 Penalty: 1120.388672
	Iteration 77Q: 3 clusters Score -1.329185e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -13291713.000000 Penalty: 1120.388672
	Iteration 78Q: 3 clusters Score -1.329171e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 214396 members 
Entering Unmasked Estep 
Score: -13291577.000000 Penalty: 1120.388672
	Iteration 79Q: 3 clusters Score -1.329158e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 215220 members 
Entering Unmasked Estep 
Score: -13291479.000000 Penalty: 1120.388672
	Iteration 80F: 3 clusters Score -1.329148e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 215962 members 
Entering Unmasked Estep 
Score: -13291448.000000 Penalty: 1120.388672
	Iteration 81Q: 3 clusters Score -1.329145e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 216631 members 
Entering Unmasked Estep 
Score: -13291214.000000 Penalty: 1120.388672
	Iteration 82Q: 3 clusters Score -1.329121e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -13291041.000000 Penalty: 1120.388672
	Iteration 83Q: 3 clusters Score -1.329104e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 217841 members 
Entering Unmasked Estep 
Score: -13290993.000000 Penalty: 1120.388672
	Iteration 84Q: 3 clusters Score -1.329099e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 218323 members 
Entering Unmasked Estep 
Score: -13290924.000000 Penalty: 1120.388672
	Iteration 85Q: 3 clusters Score -1.329092e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 218767 members 
Entering Unmasked Estep 
Score: -13290841.000000 Penalty: 1120.388672
	Iteration 86Q: 3 clusters Score -1.329084e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 219156 members 
Entering Unmasked Estep 
Score: -13290787.000000 Penalty: 1120.388672
	Iteration 87Q: 3 clusters Score -1.329079e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 219513 members 
Entering Unmasked Estep 
Score: -13290756.000000 Penalty: 1120.388672
	Iteration 88Q: 3 clusters Score -1.329076e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 219813 members 
Entering Unmasked Estep 
Score: -13290796.000000 Penalty: 1120.388672
	Iteration 89Q: 3 clusters Score -1.32908e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 220086 members 
Entering Unmasked Estep 
Score: -13290808.000000 Penalty: 1120.388672
	Iteration 90Q: 3 clusters Score -1.329081e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 220326 members 
Entering Unmasked Estep 
Score: -13290825.000000 Penalty: 1120.388672
	Iteration 91Q: 3 clusters Score -1.329082e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 220520 members 
Entering Unmasked Estep 
Score: -13290793.000000 Penalty: 1120.388672
	Iteration 92Q: 3 clusters Score -1.329079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 220670 members 
Entering Unmasked Estep 
Score: -13290748.000000 Penalty: 1120.388672
	Iteration 93Q: 3 clusters Score -1.329075e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 220805 members 
Entering Unmasked Estep 
Score: -13290714.000000 Penalty: 1120.388672
	Iteration 94Q: 3 clusters Score -1.329071e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 220910 members 
Entering Unmasked Estep 
Score: -13290717.000000 Penalty: 1120.388672
	Iteration 95Q: 3 clusters Score -1.329072e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 221008 members 
Entering Unmasked Estep 
Score: -13290686.000000 Penalty: 1120.388672
	Iteration 96Q: 3 clusters Score -1.329069e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 221089 members 
Entering Unmasked Estep 
Score: -13290678.000000 Penalty: 1120.388672
	Iteration 97Q: 3 clusters Score -1.329068e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 221156 members 
Entering Unmasked Estep 
Score: -13290694.000000 Penalty: 1120.388672
	Iteration 98Q: 3 clusters Score -1.329069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -13290674.000000 Penalty: 1120.388672
	Iteration 99Q: 3 clusters Score -1.329067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 221261 members 
Entering Unmasked Estep 
Score: -13290676.000000 Penalty: 1120.388672
	Iteration 100F: 3 clusters Score -1.329068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 221310 members 
Entering Unmasked Estep 
Score: -13290678.000000 Penalty: 1120.388672
	Iteration 101Q: 3 clusters Score -1.329068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 221359 members 
Entering Unmasked Estep 
Score: -13290650.000000 Penalty: 1120.388672
	Iteration 102Q: 3 clusters Score -1.329065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 221393 members 
Entering Unmasked Estep 
Score: -13290647.000000 Penalty: 1120.388672
	Iteration 103Q: 3 clusters Score -1.329065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 221433 members 
Entering Unmasked Estep 
Score: -13290667.000000 Penalty: 1120.388672
	Iteration 104Q: 3 clusters Score -1.329067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 221470 members 
Entering Unmasked Estep 
Score: -13290672.000000 Penalty: 1120.388672
	Iteration 105Q: 3 clusters Score -1.329067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 221500 members 
Entering Unmasked Estep 
Score: -13290657.000000 Penalty: 1120.388672
	Iteration 106Q: 3 clusters Score -1.329066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 221522 members 
Entering Unmasked Estep 
Score: -13290668.000000 Penalty: 1120.388672
	Iteration 107Q: 3 clusters Score -1.329067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 221544 members 
Entering Unmasked Estep 
Score: -13290650.000000 Penalty: 1120.388672
	Iteration 108Q: 3 clusters Score -1.329065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 221571 members 
Entering Unmasked Estep 
Score: -13290661.000000 Penalty: 1120.388672
	Iteration 109Q: 3 clusters Score -1.329066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 221587 members 
Entering Unmasked Estep 
Score: -13290654.000000 Penalty: 1120.388672
	Iteration 110Q: 3 clusters Score -1.329065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 221605 members 
Entering Unmasked Estep 
Score: -13290651.000000 Penalty: 1120.388672
	Iteration 111Q: 3 clusters Score -1.329065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 221613 members 
Entering Unmasked Estep 
Score: -13290646.000000 Penalty: 1120.388672
	Iteration 112Q: 3 clusters Score -1.329065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 221618 members 
Entering Unmasked Estep 
Score: -13290633.000000 Penalty: 1120.388672
	Iteration 113Q: 3 clusters Score -1.329063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 221622 members 
Entering Unmasked Estep 
Score: -13290643.000000 Penalty: 1120.388672
	Iteration 114Q: 3 clusters Score -1.329064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 221627 members 
Entering Unmasked Estep 
Score: -13290638.000000 Penalty: 1120.388672
	Iteration 115Q: 3 clusters Score -1.329064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 221635 members 
Entering Unmasked Estep 
Score: -13290632.000000 Penalty: 1120.388672
	Iteration 116Q: 3 clusters Score -1.329063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 221642 members 
Entering Unmasked Estep 
Score: -13290630.000000 Penalty: 1120.388672
	Iteration 117Q: 3 clusters Score -1.329063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 221650 members 
Entering Unmasked Estep 
Score: -13290639.000000 Penalty: 1120.388672
	Iteration 118Q: 3 clusters Score -1.329064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221656 members 
Entering Unmasked Estep 
Score: -13290636.000000 Penalty: 1120.388672
	Iteration 119Q: 3 clusters Score -1.329064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 221662 members 
Entering Unmasked Estep 
Score: -13290627.000000 Penalty: 1120.388672
	Iteration 120F: 3 clusters Score -1.329063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 221667 members 
Entering Unmasked Estep 
Score: -13290631.000000 Penalty: 1120.388672
	Iteration 121Q: 3 clusters Score -1.329063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 221670 members 
Entering Unmasked Estep 
Score: -13290639.000000 Penalty: 1120.388672
	Iteration 122Q: 3 clusters Score -1.329064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 221675 members 
Entering Unmasked Estep 
Score: -13290646.000000 Penalty: 1120.388672
	Iteration 123Q: 3 clusters Score -1.329065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 221679 members 
Entering Unmasked Estep 
Score: -13290640.000000 Penalty: 1120.388672
	Iteration 124Q: 3 clusters Score -1.329064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 221686 members 
Entering Unmasked Estep 
Score: -13290634.000000 Penalty: 1120.388672
	Iteration 125Q: 3 clusters Score -1.329063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -13290637.000000 Penalty: 1120.388672
	Iteration 126Q: 3 clusters Score -1.329064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -13290631.000000 Penalty: 1120.388672
	Iteration 127Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 221692 members 
Entering Unmasked Estep 
Score: -13290636.000000 Penalty: 1120.388672
	Iteration 128Q: 3 clusters Score -1.329064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 221693 members 
Entering Unmasked Estep 
Score: -13290629.000000 Penalty: 1120.388672
	Iteration 129Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 221692 members 
Entering Unmasked Estep 
Score: -13290633.000000 Penalty: 1120.388672
	Iteration 130Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -13290632.000000 Penalty: 1120.388672
	Iteration 131Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 221690 members 
Entering Unmasked Estep 
Score: -13290638.000000 Penalty: 1120.388672
	Iteration 132Q: 3 clusters Score -1.329064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -13290639.000000 Penalty: 1120.388672
	Iteration 133Q: 3 clusters Score -1.329064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 221690 members 
Entering Unmasked Estep 
Score: -13290635.000000 Penalty: 1120.388672
	Iteration 134Q: 3 clusters Score -1.329064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -13290635.000000 Penalty: 1120.388672
	Iteration 135Q: 3 clusters Score -1.329064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 221693 members 
Entering Unmasked Estep 
Score: -13290633.000000 Penalty: 1120.388672
	Iteration 136Q: 3 clusters Score -1.329063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 221694 members 
Entering Unmasked Estep 
Score: -13290631.000000 Penalty: 1120.388672
	Iteration 137Q: 3 clusters Score -1.329063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 221696 members 
Entering Unmasked Estep 
Score: -13290626.000000 Penalty: 1120.388672
	Iteration 138Q: 3 clusters Score -1.329063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 221698 members 
Entering Unmasked Estep 
Score: -13290625.000000 Penalty: 1120.388672
	Iteration 139Q: 3 clusters Score -1.329062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 221701 members 
Entering Unmasked Estep 
Score: -13290626.000000 Penalty: 1120.388672
	Iteration 140F: 3 clusters Score -1.329063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 221704 members 
Entering Unmasked Estep 
Score: -13290625.000000 Penalty: 1120.388672
	Iteration 141Q: 3 clusters Score -1.329062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 221706 members 
Entering Unmasked Estep 
Score: -13290631.000000 Penalty: 1120.388672
	Iteration 142Q: 3 clusters Score -1.329063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 221706 members 
Entering Unmasked Estep 
Score: -13290628.000000 Penalty: 1120.388672
	Iteration 143Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 221705 members 
Entering Unmasked Estep 
Score: -13290633.000000 Penalty: 1120.388672
	Iteration 144Q: 3 clusters Score -1.329063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 221704 members 
Entering Unmasked Estep 
Score: -13290631.000000 Penalty: 1120.388672
	Iteration 145Q: 3 clusters Score -1.329063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -13290630.000000 Penalty: 1120.388672
	Iteration 146Q: 3 clusters Score -1.329063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -13290630.000000 Penalty: 1120.388672
	Iteration 147F: 3 clusters Score -1.329063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -209103.734375 Penalty: 371.807770
	Iteration 0F: 2 clusters Score -209103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -206785.593750 Penalty: 743.615540
	Iteration 0F: 3 clusters Score -206785.6 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -207892.296875 Penalty: 743.615540
	Iteration 1F: 3 clusters Score -207892.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -208245.406250 Penalty: 743.615540
	Iteration 2F: 3 clusters Score -208245.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -208489.781250 Penalty: 743.615540
	Iteration 3F: 3 clusters Score -208489.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -208680.953125 Penalty: 743.615540
	Iteration 4F: 3 clusters Score -208681 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -208841.218750 Penalty: 743.615540
	Iteration 5F: 3 clusters Score -208841.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -208985.421875 Penalty: 743.615540
	Iteration 6Q: 3 clusters Score -208985.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -209142.968750 Penalty: 743.615540
	Iteration 7Q: 3 clusters Score -209143 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -209266.218750 Penalty: 743.615540
	Iteration 8Q: 3 clusters Score -209266.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -209366.296875 Penalty: 743.615540
	Iteration 9Q: 3 clusters Score -209366.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -209456.453125 Penalty: 743.615540
	Iteration 10Q: 3 clusters Score -209456.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -209531.890625 Penalty: 743.615540
	Iteration 11Q: 3 clusters Score -209531.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -209607.031250 Penalty: 743.615540
	Iteration 12Q: 3 clusters Score -209607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -209669.781250 Penalty: 743.615540
	Iteration 13Q: 3 clusters Score -209669.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -209707.328125 Penalty: 743.615540
	Iteration 14Q: 3 clusters Score -209707.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -209722.000000 Penalty: 743.615540
	Iteration 15Q: 3 clusters Score -209722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -209725.984375 Penalty: 743.615540
	Iteration 16Q: 3 clusters Score -209726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -209731.593750 Penalty: 743.615540
	Iteration 17Q: 3 clusters Score -209731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -209732.484375 Penalty: 743.615540
	Iteration 18Q: 3 clusters Score -209732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -209734.796875 Penalty: 743.615540
	Iteration 19Q: 3 clusters Score -209734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209735.484375 Penalty: 743.615540
	Iteration 20F: 3 clusters Score -209735.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -209737.718750 Penalty: 743.615540
	Iteration 21Q: 3 clusters Score -209737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -209738.437500 Penalty: 743.615540
	Iteration 22Q: 3 clusters Score -209738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -209739.343750 Penalty: 743.615540
	Iteration 23Q: 3 clusters Score -209739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -209740.203125 Penalty: 743.615540
	Iteration 24Q: 3 clusters Score -209740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -209740.171875 Penalty: 743.615540
	Iteration 25Q: 3 clusters Score -209740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -209740.828125 Penalty: 743.615540
	Iteration 26Q: 3 clusters Score -209740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -209740.453125 Penalty: 743.615540
	Iteration 27Q: 3 clusters Score -209740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -209740.453125 Penalty: 743.615540
	Iteration 28F: 3 clusters Score -209740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Entering Unmasked Estep 
Score: -58173308.000000 Penalty: 33985.316406
Splitting cluster 32 changes total score from -58170160.000000 to -58173308.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -102913.179688 Penalty: 337.989166
	Iteration 0F: 2 clusters Score -102913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -101684.281250 Penalty: 675.978333
	Iteration 0F: 3 clusters Score -101684.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -102092.390625 Penalty: 675.978333
	Iteration 1F: 3 clusters Score -102092.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -102225.312500 Penalty: 675.978333
	Iteration 2F: 3 clusters Score -102225.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102354.273438 Penalty: 675.978333
	Iteration 3F: 3 clusters Score -102354.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -102490.679688 Penalty: 675.978333
	Iteration 4F: 3 clusters Score -102490.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -102691.914062 Penalty: 675.978333
	Iteration 5F: 3 clusters Score -102691.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -102864.414062 Penalty: 675.978333
	Iteration 6F: 3 clusters Score -102864.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -102945.898438 Penalty: 675.978333
	Iteration 7Q: 3 clusters Score -102945.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -102975.304688 Penalty: 675.978333
	Iteration 8Q: 3 clusters Score -102975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -102984.007812 Penalty: 675.978333
	Iteration 9Q: 3 clusters Score -102984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -102987.289062 Penalty: 675.978333
	Iteration 10Q: 3 clusters Score -102987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -102989.023438 Penalty: 675.978333
	Iteration 11Q: 3 clusters Score -102989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -102989.093750 Penalty: 675.978333
	Iteration 12Q: 3 clusters Score -102989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -102989.093750 Penalty: 675.978333
	Iteration 13F: 3 clusters Score -102989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Entering Unmasked Estep 
Score: -58173196.000000 Penalty: 34614.671875
Splitting cluster 33 changes total score from -58170160.000000 to -58173196.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 34 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -75182.773438 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -75182.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74209.671875 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -74209.67 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74578.570312 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -74578.57 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -74719.773438 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -74719.77 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74904.546875 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -74904.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75026.375000 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -75026.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -75102.390625 Penalty: 648.547058
	Iteration 5F: 3 clusters Score -75102.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -75205.398438 Penalty: 648.547058
	Iteration 6F: 3 clusters Score -75205.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -75341.984375 Penalty: 648.547058
	Iteration 7F: 3 clusters Score -75341.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75412.265625 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -75412.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75444.078125 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -75444.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75455.804688 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -75455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75465.640625 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -75465.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75478.882812 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -75478.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75490.820312 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -75490.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75500.648438 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -75500.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75520.867188 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -75520.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75560.812500 Penalty: 648.547058
	Iteration 16Q: 3 clusters Score -75560.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75616.867188 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -75616.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75746.937500 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -75746.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75864.406250 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -75864.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75891.226562 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -75891.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75896.367188 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -75896.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75896.367188 Penalty: 648.547058
	Iteration 22F: 3 clusters Score -75896.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Entering Unmasked Estep 
Score: -58173612.000000 Penalty: 35244.031250
Splitting cluster 34 changes total score from -58170160.000000 to -58173612.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 35 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -16345.377930 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -16345.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15962.321289 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -15962.32 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16241.299805 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -16241.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16306.326172 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -16306.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16333.461914 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -16333.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16343.006836 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -16343.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16350.125000 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -16350.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16354.674805 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -16354.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16354.925781 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -16354.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16354.925781 Penalty: 566.434814
	Iteration 8F: 3 clusters Score -16354.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 185 members 
Entering Unmasked Estep 
Score: -58173332.000000 Penalty: 35873.386719
Splitting cluster 35 changes total score from -58170160.000000 to -58173332.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -16831.496094 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -16831.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16531.982422 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -16531.98 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16839.152344 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -16839.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16894.404297 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -16894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16935.625000 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -16935.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16954.615234 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -16954.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16962.787109 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -16962.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16971.181641 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -16971.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16979.982422 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -16979.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16989.904297 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -16989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17014.058594 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -17014.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17014.425781 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -17014.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17025.111328 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -17025.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17035.949219 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -17035.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17039.820312 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -17039.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17047.097656 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -17047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17056.833984 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -17056.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17060.601562 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -17060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17078.513672 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -17078.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17115.023438 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -17115.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17142.359375 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -17142.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17192.867188 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -17192.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17202.955078 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -17202.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17216.447266 Penalty: 540.794739
	Iteration 22Q: 3 clusters Score -17216.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17225.539062 Penalty: 540.794739
	Iteration 23Q: 3 clusters Score -17225.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17240.722656 Penalty: 540.794739
	Iteration 24Q: 3 clusters Score -17240.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17264.597656 Penalty: 540.794739
	Iteration 25Q: 3 clusters Score -17264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17278.974609 Penalty: 540.794739
	Iteration 26Q: 3 clusters Score -17278.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17299.242188 Penalty: 540.794739
	Iteration 27Q: 3 clusters Score -17299.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17309.669922 Penalty: 540.794739
	Iteration 28Q: 3 clusters Score -17309.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17324.292969 Penalty: 540.794739
	Iteration 29Q: 3 clusters Score -17324.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17344.792969 Penalty: 540.794739
	Iteration 30Q: 3 clusters Score -17344.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17480.207031 Penalty: 540.794739
	Iteration 31Q: 3 clusters Score -17480.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17480.207031 Penalty: 540.794739
	Iteration 32F: 3 clusters Score -17480.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 185 members 
Mstep: Class 58 contains 315 members 
Entering Unmasked Estep 
Score: -58173584.000000 Penalty: 36502.746094
Splitting cluster 36 changes total score from -58170160.000000 to -58173584.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 37 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -41170.265625 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -41170.27 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 348 members 
Entering Unmasked Estep 
Score: -40526.648438 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -40526.65 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40711.476562 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -40711.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40753.445312 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -40753.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40772.691406 Penalty: 598.077759
	Iteration 3Q: 3 clusters Score -40772.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40783.656250 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -40783.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40798.144531 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -40798.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40807.718750 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -40807.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40819.074219 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -40819.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40830.128906 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -40830.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40842.996094 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -40843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40853.769531 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -40853.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40862.507812 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -40862.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40865.394531 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -40865.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40867.910156 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -40867.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40870.074219 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -40870.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40872.292969 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -40872.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40876.042969 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -40876.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40878.359375 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -40878.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40882.769531 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -40882.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40884.238281 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -40884.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40888.992188 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -40888.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40892.937500 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -40892.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40898.773438 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -40898.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40902.535156 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -40902.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40905.074219 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -40905.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40907.234375 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -40907.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40908.222656 Penalty: 598.077759
	Iteration 26Q: 3 clusters Score -40908.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40909.652344 Penalty: 598.077759
	Iteration 27Q: 3 clusters Score -40909.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40910.539062 Penalty: 598.077759
	Iteration 28Q: 3 clusters Score -40910.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40914.421875 Penalty: 598.077759
	Iteration 29Q: 3 clusters Score -40914.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40918.468750 Penalty: 598.077759
	Iteration 30Q: 3 clusters Score -40918.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40919.460938 Penalty: 598.077759
	Iteration 31Q: 3 clusters Score -40919.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40919.460938 Penalty: 598.077759
	Iteration 32F: 3 clusters Score -40919.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -146190.718750 Penalty: 357.126495
	Iteration 0F: 2 clusters Score -146190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144402.734375 Penalty: 714.252991
	Iteration 0F: 3 clusters Score -144402.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -145740.875000 Penalty: 714.252991
	Iteration 1F: 3 clusters Score -145740.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -146252.781250 Penalty: 714.252991
	Iteration 2F: 3 clusters Score -146252.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -146590.718750 Penalty: 714.252991
	Iteration 3F: 3 clusters Score -146590.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -146771.953125 Penalty: 714.252991
	Iteration 4F: 3 clusters Score -146772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -146859.375000 Penalty: 714.252991
	Iteration 5Q: 3 clusters Score -146859.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -146896.640625 Penalty: 714.252991
	Iteration 6Q: 3 clusters Score -146896.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -146914.609375 Penalty: 714.252991
	Iteration 7Q: 3 clusters Score -146914.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -146938.234375 Penalty: 714.252991
	Iteration 8Q: 3 clusters Score -146938.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146992.578125 Penalty: 714.252991
	Iteration 9Q: 3 clusters Score -146992.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -147138.671875 Penalty: 714.252991
	Iteration 10Q: 3 clusters Score -147138.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -147276.234375 Penalty: 714.252991
	Iteration 11Q: 3 clusters Score -147276.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -147314.406250 Penalty: 714.252991
	Iteration 12Q: 3 clusters Score -147314.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -147323.687500 Penalty: 714.252991
	Iteration 13Q: 3 clusters Score -147323.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -147332.015625 Penalty: 714.252991
	Iteration 14Q: 3 clusters Score -147332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -147343.328125 Penalty: 714.252991
	Iteration 15Q: 3 clusters Score -147343.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -147347.281250 Penalty: 714.252991
	Iteration 16Q: 3 clusters Score -147347.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -147350.921875 Penalty: 714.252991
	Iteration 17Q: 3 clusters Score -147350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -147355.250000 Penalty: 714.252991
	Iteration 18Q: 3 clusters Score -147355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -147357.437500 Penalty: 714.252991
	Iteration 19Q: 3 clusters Score -147357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147357.250000 Penalty: 714.252991
	Iteration 20F: 3 clusters Score -147357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.625000 Penalty: 714.252991
	Iteration 21Q: 3 clusters Score -147359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147358.312500 Penalty: 714.252991
	Iteration 22Q: 3 clusters Score -147358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 23Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 24Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 25Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 26Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 27Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 28Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 29Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 30Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 31Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 32Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 33Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 34Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 35Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 36Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 37Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 38Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 39Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 40F: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 41Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 42Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 43Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 44Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 45Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 46Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 47Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 48Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 49Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 50Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 51Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 52Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 53Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 54Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 55Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 57Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 58Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 59Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 60F: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 61Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 62Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 65Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 67Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 70Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 71Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 462Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 463Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 464Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 465Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 466Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 467Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 468Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 469Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 470Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 471Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 472Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 473Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 474Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 475Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 476Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 477Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 478Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 479Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 480F: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 481Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 482Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 483Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 484Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 485Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 486Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 487Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 488Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 489Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 490Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 491Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 492Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 493Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 494Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 495Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 496Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 497Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 498Q: 3 clusters Score -147359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -147358.781250 Penalty: 714.252991
	Iteration 499Q: 3 clusters Score -147358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147359.109375 Penalty: 714.252991
	Iteration 500F: 3 clusters Score -147359.1 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1193 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 185 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 1370 members 
Entering Unmasked Estep 
Score: -58174660.000000 Penalty: 37132.101562
Splitting cluster 38 changes total score from -58170160.000000 to -58174660.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 39 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -14629.517578 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -14629.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14328.122070 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -14328.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14435.710938 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -14435.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14486.033203 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -14486.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14516.157227 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -14516.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14540.508789 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -14540.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14556.324219 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -14556.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14562.158203 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -14562.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14565.761719 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -14565.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14570.985352 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -14570.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14573.791992 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -14573.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14574.536133 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -14574.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14579.632812 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -14579.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14590.656250 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -14590.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14595.151367 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -14595.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14595.924805 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -14595.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14598.283203 Penalty: 503.897430
	Iteration 15Q: 3 clusters Score -14598.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14600.236328 Penalty: 503.897430
	Iteration 16Q: 3 clusters Score -14600.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14601.578125 Penalty: 503.897430
	Iteration 17Q: 3 clusters Score -14601.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14601.888672 Penalty: 503.897430
	Iteration 18Q: 3 clusters Score -14601.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14601.888672 Penalty: 503.897430
	Iteration 19F: 3 clusters Score -14601.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -37810.250000 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -37810.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37240.886719 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -37240.89 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37622.007812 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -37622.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37785.222656 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -37785.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37877.429688 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -37877.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37979.089844 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -37979.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -38067.730469 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -38067.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38131.203125 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -38131.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38199.035156 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -38199.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38284.093750 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -38284.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38367.863281 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -38367.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38396.367188 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -38396.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38401.828125 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -38401.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38413.910156 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -38413.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38485.421875 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -38485.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38549.417969 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -38549.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38556.257812 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -38556.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38557.382812 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -38557.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38558.535156 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -38558.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38560.015625 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -38560.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38560.945312 Penalty: 596.018188
	Iteration 19F: 3 clusters Score -38560.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38567.527344 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -38567.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38589.585938 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -38589.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38629.683594 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -38629.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38649.554688 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -38649.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38659.527344 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -38659.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38683.835938 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -38683.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38750.828125 Penalty: 596.018188
	Iteration 26Q: 3 clusters Score -38750.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38776.812500 Penalty: 596.018188
	Iteration 27Q: 3 clusters Score -38776.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38792.792969 Penalty: 596.018188
	Iteration 28Q: 3 clusters Score -38792.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38803.558594 Penalty: 596.018188
	Iteration 29Q: 3 clusters Score -38803.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38812.187500 Penalty: 596.018188
	Iteration 30Q: 3 clusters Score -38812.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38821.984375 Penalty: 596.018188
	Iteration 31Q: 3 clusters Score -38821.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38825.933594 Penalty: 596.018188
	Iteration 32Q: 3 clusters Score -38825.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38827.132812 Penalty: 596.018188
	Iteration 33Q: 3 clusters Score -38827.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38827.132812 Penalty: 596.018188
	Iteration 34F: 3 clusters Score -38827.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1193 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 185 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 1370 members 
Mstep: Class 60 contains 280 members 
Entering Unmasked Estep 
Score: -58175364.000000 Penalty: 37761.460938
Splitting cluster 40 changes total score from -58170160.000000 to -58175364.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 41 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -18831.378906 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -18831.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18416.701172 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -18416.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18569.632812 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -18569.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18658.964844 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -18658.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18695.443359 Penalty: 547.470276
	Iteration 3F: 3 clusters Score -18695.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18708.386719 Penalty: 547.470276
	Iteration 4Q: 3 clusters Score -18708.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18711.158203 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -18711.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18712.863281 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -18712.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18715.785156 Penalty: 547.470276
	Iteration 7Q: 3 clusters Score -18715.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18716.824219 Penalty: 547.470276
	Iteration 8Q: 3 clusters Score -18716.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18716.919922 Penalty: 547.470276
	Iteration 9Q: 3 clusters Score -18716.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18716.919922 Penalty: 547.470276
	Iteration 10F: 3 clusters Score -18716.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -34324.066406 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -34324.07 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 379 members 
Entering Unmasked Estep 
Score: -33762.757812 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -33762.76 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34368.531250 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -34368.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34610.570312 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -34610.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34806.281250 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -34806.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34878.402344 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -34878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34912.777344 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -34912.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34921.968750 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -34921.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34927.304688 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -34927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34933.136719 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -34933.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34942.269531 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -34942.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34961.218750 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -34961.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35002.375000 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -35002.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35083.089844 Penalty: 595.495972
	Iteration 12F: 3 clusters Score -35083.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35159.949219 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -35159.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35173.082031 Penalty: 595.495972
	Iteration 14Q: 3 clusters Score -35173.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35178.589844 Penalty: 595.495972
	Iteration 15Q: 3 clusters Score -35178.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35184.765625 Penalty: 595.495972
	Iteration 16Q: 3 clusters Score -35184.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35200.203125 Penalty: 595.495972
	Iteration 17Q: 3 clusters Score -35200.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35247.449219 Penalty: 595.495972
	Iteration 18Q: 3 clusters Score -35247.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35299.500000 Penalty: 595.495972
	Iteration 19Q: 3 clusters Score -35299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35326.250000 Penalty: 595.495972
	Iteration 20F: 3 clusters Score -35326.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35339.296875 Penalty: 595.495972
	Iteration 21Q: 3 clusters Score -35339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35342.691406 Penalty: 595.495972
	Iteration 22Q: 3 clusters Score -35342.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35342.691406 Penalty: 595.495972
	Iteration 23F: 3 clusters Score -35342.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1193 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 469 members 
Mstep: Class 43 contains 37461 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 176 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 1070 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 185 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 1370 members 
Mstep: Class 60 contains 280 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
Score: -58176044.000000 Penalty: 38390.820312
Splitting cluster 42 changes total score from -58170160.000000 to -58176044.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 15517 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 136312 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 111984 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 103934 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 116218 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 222340 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1193 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 419 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 52. Lose 619.420349 but Gain 629.359375
Score: -58179496.000000 Penalty: 37761.460938
Iteration 119Q: 61 clusters Score -5.81795e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 15670 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 259 members 
Mstep: Class 11 contains 673 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 18449 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 136260 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 111969 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 103904 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 261 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 116171 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 225701 members 
Mstep: Class 32 contains 2266 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1195 members 
Mstep: Class 39 contains 253 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 397 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 33750 members 
Mstep: Class 44 contains 698 members 
Mstep: Class 45 contains 174 members 
Mstep: Class 46 contains 474 members 
Mstep: Class 47 contains 157 members 
Mstep: Class 48 contains 556 members 
Mstep: Class 49 contains 515 members 
Mstep: Class 50 contains 167 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 1240 members 
Mstep: Class 55 contains 1059 members 
Mstep: Class 56 contains 429 members 
Mstep: Class 57 contains 189 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 1362 members 
Mstep: Class 60 contains 280 members 
Mstep: Class 61 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 97.204346 but Gain 629.359375
Score: -58182040.000000 Penalty: 37132.101562
Iteration 120F: 60 clusters Score -5.818204e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 82584 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 261 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 136205 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 111933 members 
Mstep: Class 24 contains 266 members 
Mstep: Class 25 contains 103856 members 
Mstep: Class 26 contains 701 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 116129 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 230418 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 648 members 
Mstep: Class 34 contains 831 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1183 members 
Mstep: Class 39 contains 251 members 
Mstep: Class 40 contains 424 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 442 members 
Mstep: Class 43 contains 31396 members 
Mstep: Class 44 contains 729 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 160 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 172 members 
Mstep: Class 51 contains 195 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 1225 members 
Mstep: Class 55 contains 1058 members 
Mstep: Class 56 contains 450 members 
Mstep: Class 57 contains 193 members 
Mstep: Class 58 contains 307 members 
Mstep: Class 59 contains 1364 members 
Mstep: Class 60 contains 316 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179120.000000 Penalty: 37132.101562
Iteration 121Q: 60 clusters Score -5.817912e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 82807 members 
Mstep: Class 4 contains 15639 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 724 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 15436 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 19275 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15305 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 136154 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 103779 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 116095 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 232098 members 
Mstep: Class 32 contains 2223 members 
Mstep: Class 33 contains 652 members 
Mstep: Class 34 contains 831 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 426 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 426 members 
Mstep: Class 43 contains 29785 members 
Mstep: Class 44 contains 735 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 591 members 
Mstep: Class 49 contains 522 members 
Mstep: Class 50 contains 174 members 
Mstep: Class 51 contains 197 members 
Mstep: Class 53 contains 266 members 
Mstep: Class 54 contains 1215 members 
Mstep: Class 55 contains 1053 members 
Mstep: Class 56 contains 462 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58178168.000000 Penalty: 37132.101562
Iteration 122Q: 60 clusters Score -5.817817e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 83004 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 693 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 19723 members 
Mstep: Class 17 contains 72722 members 
Mstep: Class 18 contains 15301 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 136110 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111886 members 
Mstep: Class 24 contains 258 members 
Mstep: Class 25 contains 103709 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 116061 members 
Mstep: Class 30 contains 671 members 
Mstep: Class 31 contains 233347 members 
Mstep: Class 32 contains 2204 members 
Mstep: Class 33 contains 651 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1179 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 428 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 28726 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 171 members 
Mstep: Class 46 contains 454 members 
Mstep: Class 47 contains 164 members 
Mstep: Class 48 contains 589 members 
Mstep: Class 49 contains 519 members 
Mstep: Class 50 contains 181 members 
Mstep: Class 51 contains 201 members 
Mstep: Class 53 contains 267 members 
Mstep: Class 54 contains 1209 members 
Mstep: Class 55 contains 1050 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 194 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1366 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58176896.000000 Penalty: 37132.101562
Iteration 123Q: 60 clusters Score -5.81769e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 83222 members 
Mstep: Class 4 contains 15620 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 702 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 15375 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 20167 members 
Mstep: Class 17 contains 72721 members 
Mstep: Class 18 contains 15289 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 136072 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111871 members 
Mstep: Class 24 contains 254 members 
Mstep: Class 25 contains 103614 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 116019 members 
Mstep: Class 30 contains 669 members 
Mstep: Class 31 contains 234327 members 
Mstep: Class 32 contains 2204 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1177 members 
Mstep: Class 39 contains 254 members 
Mstep: Class 40 contains 429 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 392 members 
Mstep: Class 43 contains 27979 members 
Mstep: Class 44 contains 751 members 
Mstep: Class 45 contains 172 members 
Mstep: Class 46 contains 449 members 
Mstep: Class 47 contains 164 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 518 members 
Mstep: Class 50 contains 185 members 
Mstep: Class 51 contains 207 members 
Mstep: Class 53 contains 266 members 
Mstep: Class 54 contains 1195 members 
Mstep: Class 55 contains 1049 members 
Mstep: Class 56 contains 470 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58176140.000000 Penalty: 37132.101562
Iteration 124Q: 60 clusters Score -5.817614e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 83400 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 261 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 8486 members 
Mstep: Class 13 contains 15344 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 20589 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 136020 members 
Mstep: Class 21 contains 901 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111864 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 103559 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 115973 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 235116 members 
Mstep: Class 32 contains 2206 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1176 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 430 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 27469 members 
Mstep: Class 44 contains 754 members 
Mstep: Class 45 contains 174 members 
Mstep: Class 46 contains 445 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 589 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 188 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 1190 members 
Mstep: Class 55 contains 1049 members 
Mstep: Class 56 contains 475 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1364 members 
Mstep: Class 60 contains 319 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175520.000000 Penalty: 37132.101562
Iteration 125Q: 60 clusters Score -5.817552e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 83584 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 261 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 8549 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 72719 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 135961 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111844 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 103498 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5681 members 
Mstep: Class 29 contains 115933 members 
Mstep: Class 30 contains 669 members 
Mstep: Class 31 contains 235808 members 
Mstep: Class 32 contains 2213 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 257 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 368 members 
Mstep: Class 43 contains 27080 members 
Mstep: Class 44 contains 754 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 591 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 1183 members 
Mstep: Class 55 contains 1047 members 
Mstep: Class 56 contains 476 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1364 members 
Mstep: Class 60 contains 318 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175128.000000 Penalty: 37132.101562
Iteration 126Q: 60 clusters Score -5.817513e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 83740 members 
Mstep: Class 4 contains 15554 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 261 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 15299 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 21368 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 135884 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111862 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 103434 members 
Mstep: Class 26 contains 682 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5684 members 
Mstep: Class 29 contains 115901 members 
Mstep: Class 30 contains 671 members 
Mstep: Class 31 contains 236389 members 
Mstep: Class 32 contains 2222 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 323 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 359 members 
Mstep: Class 43 contains 26835 members 
Mstep: Class 44 contains 753 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 441 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 592 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 191 members 
Mstep: Class 51 contains 215 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 1177 members 
Mstep: Class 55 contains 1047 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 305 members 
Mstep: Class 59 contains 1364 members 
Mstep: Class 60 contains 319 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174704.000000 Penalty: 37132.101562
Iteration 127Q: 60 clusters Score -5.81747e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 83919 members 
Mstep: Class 4 contains 15526 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 261 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 8656 members 
Mstep: Class 13 contains 15286 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 21728 members 
Mstep: Class 17 contains 72721 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 135838 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111857 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 103349 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5687 members 
Mstep: Class 29 contains 115858 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 236875 members 
Mstep: Class 32 contains 2229 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 259 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 26700 members 
Mstep: Class 44 contains 751 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 214 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 1172 members 
Mstep: Class 55 contains 1046 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 1364 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174912.000000 Penalty: 37132.101562
Iteration 128Q: 60 clusters Score -5.817491e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 15269 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15257 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 135817 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111839 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 103261 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5691 members 
Mstep: Class 29 contains 115809 members 
Mstep: Class 30 contains 676 members 
Mstep: Class 31 contains 237402 members 
Mstep: Class 32 contains 2234 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 433 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 26595 members 
Mstep: Class 44 contains 753 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 588 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 213 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 1165 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174556.000000 Penalty: 37132.101562
Iteration 129Q: 60 clusters Score -5.817456e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 84306 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 9529 members 
Mstep: Class 7 contains 1553 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 705 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 22403 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 135793 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111830 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 103169 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 286 members 
Mstep: Class 28 contains 5696 members 
Mstep: Class 29 contains 115741 members 
Mstep: Class 30 contains 678 members 
Mstep: Class 31 contains 237854 members 
Mstep: Class 32 contains 2239 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 26540 members 
Mstep: Class 44 contains 758 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174524.000000 Penalty: 37132.101562
Iteration 130Q: 60 clusters Score -5.817452e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 84551 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 782 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 15228 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 22689 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 135766 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111811 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 103071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5699 members 
Mstep: Class 29 contains 115680 members 
Mstep: Class 30 contains 677 members 
Mstep: Class 31 contains 238299 members 
Mstep: Class 32 contains 2239 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 343 members 
Mstep: Class 43 contains 26521 members 
Mstep: Class 44 contains 761 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 439 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1160 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174228.000000 Penalty: 37132.101562
Iteration 131Q: 60 clusters Score -5.817423e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 84796 members 
Mstep: Class 4 contains 15444 members 
Mstep: Class 5 contains 3499 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 785 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 15203 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 22929 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 135712 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111803 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102989 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 115626 members 
Mstep: Class 30 contains 678 members 
Mstep: Class 31 contains 238648 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 430 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 343 members 
Mstep: Class 43 contains 26595 members 
Mstep: Class 44 contains 762 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 584 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 205 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1161 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174444.000000 Penalty: 37132.101562
Iteration 132Q: 60 clusters Score -5.817444e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 85024 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15254 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 135663 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111780 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102897 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 115599 members 
Mstep: Class 30 contains 680 members 
Mstep: Class 31 contains 238922 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 388 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 26708 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 584 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 204 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1161 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174444.000000 Penalty: 37132.101562
Iteration 133Q: 60 clusters Score -5.817444e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 85220 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 15168 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 23444 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15254 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 135593 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111770 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102822 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 115577 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 239083 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 388 members 
Mstep: Class 42 contains 343 members 
Mstep: Class 43 contains 26893 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 202 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1161 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174548.000000 Penalty: 37132.101562
Iteration 134Q: 60 clusters Score -5.817455e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 815 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 135550 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111750 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102745 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5702 members 
Mstep: Class 29 contains 115566 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 239180 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 388 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 27113 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 588 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 201 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1161 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174732.000000 Penalty: 37132.101562
Iteration 135Q: 60 clusters Score -5.817473e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 85577 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 15136 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 23915 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 15223 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 135498 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111740 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102682 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 115561 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 239210 members 
Mstep: Class 32 contains 2242 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 327 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 27321 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 586 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 201 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1160 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 307 members 
Mstep: Class 59 contains 1367 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174924.000000 Penalty: 37132.101562
Iteration 136Q: 60 clusters Score -5.817492e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 85740 members 
Mstep: Class 4 contains 15386 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 829 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24135 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15207 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 135456 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 111726 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102633 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 115546 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 239166 members 
Mstep: Class 32 contains 2242 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 27555 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 579 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 203 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 305 members 
Mstep: Class 59 contains 1369 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175040.000000 Penalty: 37132.101562
Iteration 137Q: 60 clusters Score -5.817504e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 85896 members 
Mstep: Class 4 contains 15377 members 
Mstep: Class 5 contains 3455 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 13 contains 15089 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15196 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 135416 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111729 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102579 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 115526 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 239055 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 27798 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 570 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 207 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 477 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 1372 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175296.000000 Penalty: 37132.101562
Iteration 138Q: 60 clusters Score -5.81753e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 86064 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 13 contains 15057 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24565 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15194 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 135385 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111717 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102518 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 115510 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 238915 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 28069 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 213 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 305 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175592.000000 Penalty: 37132.101562
Iteration 139Q: 60 clusters Score -5.817559e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 86220 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 15039 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24764 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 135350 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111707 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102447 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 115490 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 238728 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 28374 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 570 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 190 members 
Mstep: Class 51 contains 215 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 306 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175864.000000 Penalty: 37132.101562
Iteration 140F: 60 clusters Score -5.817586e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 86345 members 
Mstep: Class 4 contains 15340 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24939 members 
Mstep: Class 17 contains 72731 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 135329 members 
Mstep: Class 21 contains 1045 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111707 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102406 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 115470 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 238503 members 
Mstep: Class 32 contains 2241 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 28702 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 568 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 191 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 307 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175836.000000 Penalty: 37132.101562
Iteration 141Q: 60 clusters Score -5.817584e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 86494 members 
Mstep: Class 4 contains 15338 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 262 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 14994 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25095 members 
Mstep: Class 17 contains 72732 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 135292 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111702 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102349 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5705 members 
Mstep: Class 29 contains 115453 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 238218 members 
Mstep: Class 32 contains 2242 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 29081 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 173 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 193 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1044 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 307 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58176232.000000 Penalty: 37132.101562
Iteration 142Q: 60 clusters Score -5.817623e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 86656 members 
Mstep: Class 4 contains 15331 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 9491 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25250 members 
Mstep: Class 17 contains 72731 members 
Mstep: Class 18 contains 15192 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 135263 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111696 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102269 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 115422 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 237841 members 
Mstep: Class 32 contains 2243 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 334 members 
Mstep: Class 43 contains 29515 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 170 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 564 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 195 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1043 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58176608.000000 Penalty: 37132.101562
Iteration 143Q: 60 clusters Score -5.817661e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 86845 members 
Mstep: Class 4 contains 15320 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 14983 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25386 members 
Mstep: Class 17 contains 72731 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 135219 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111689 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102166 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5705 members 
Mstep: Class 29 contains 115405 members 
Mstep: Class 30 contains 694 members 
Mstep: Class 31 contains 237416 members 
Mstep: Class 32 contains 2244 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 29979 members 
Mstep: Class 44 contains 768 members 
Mstep: Class 45 contains 168 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 197 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 263 members 
Mstep: Class 54 contains 1159 members 
Mstep: Class 55 contains 1041 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 312 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58177180.000000 Penalty: 37132.101562
Iteration 144Q: 60 clusters Score -5.817718e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 87050 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25506 members 
Mstep: Class 17 contains 72731 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 135184 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 111669 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 115372 members 
Mstep: Class 30 contains 697 members 
Mstep: Class 31 contains 237017 members 
Mstep: Class 32 contains 2247 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 30418 members 
Mstep: Class 44 contains 768 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 546 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 263 members 
Mstep: Class 54 contains 1158 members 
Mstep: Class 55 contains 1039 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 316 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 578.392395 but Gain 629.355469
Score: -58177708.000000 Penalty: 36502.746094
Iteration 145Q: 59 clusters Score -5.817771e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 87267 members 
Mstep: Class 4 contains 15296 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 9477 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25613 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 15191 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 135147 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111670 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101980 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 115315 members 
Mstep: Class 30 contains 699 members 
Mstep: Class 31 contains 237166 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 30869 members 
Mstep: Class 44 contains 769 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 263 members 
Mstep: Class 54 contains 1157 members 
Mstep: Class 55 contains 1038 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 324 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58178612.000000 Penalty: 36502.746094
Iteration 146Q: 59 clusters Score -5.817861e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 87478 members 
Mstep: Class 4 contains 15297 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 9474 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 870 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 135108 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111645 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101875 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115284 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 236532 members 
Mstep: Class 32 contains 2250 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 31436 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 521 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 263 members 
Mstep: Class 54 contains 1155 members 
Mstep: Class 55 contains 1037 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 328 members 
Mstep: Class 59 contains 1373 members 
Mstep: Class 60 contains 321 members 
Mstep: Class 61 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179248.000000 Penalty: 36502.746094
Iteration 147Q: 59 clusters Score -5.817925e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 87686 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 9470 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 872 members 
Mstep: Class 12 contains 9193 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25754 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15178 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 135071 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111628 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101759 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115248 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 235874 members 
Mstep: Class 32 contains 2251 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 32022 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 530 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 262 members 
Mstep: Class 54 contains 1155 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 333 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179560.000000 Penalty: 36502.746094
Iteration 148Q: 59 clusters Score -5.817956e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 87902 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 9463 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25793 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15174 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 135023 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111621 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101645 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115221 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 235204 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1170 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 32646 members 
Mstep: Class 44 contains 772 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 535 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1155 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58180156.000000 Penalty: 36502.746094
Iteration 149Q: 59 clusters Score -5.818016e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 88128 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25810 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15168 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 134993 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111597 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101528 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115185 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 234538 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1171 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 33299 members 
Mstep: Class 44 contains 772 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1155 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58180580.000000 Penalty: 36502.746094
Iteration 150Q: 59 clusters Score -5.818058e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 88331 members 
Mstep: Class 4 contains 15294 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25789 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15161 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 134968 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111577 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101425 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115163 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 233874 members 
Mstep: Class 32 contains 2256 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 33980 members 
Mstep: Class 44 contains 772 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 537 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1154 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58181036.000000 Penalty: 36502.746094
Iteration 151Q: 59 clusters Score -5.818104e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 88535 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25739 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15157 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134949 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111557 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101327 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115146 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 233218 members 
Mstep: Class 32 contains 2257 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 34668 members 
Mstep: Class 44 contains 772 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 533 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1154 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 196 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58181476.000000 Penalty: 36502.746094
Iteration 152Q: 59 clusters Score -5.818148e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 88726 members 
Mstep: Class 4 contains 15268 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25664 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15148 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134937 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111539 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101242 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115122 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 232588 members 
Mstep: Class 32 contains 2259 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 35349 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1154 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 197 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58181872.000000 Penalty: 36502.746094
Iteration 153Q: 59 clusters Score -5.818187e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 88935 members 
Mstep: Class 4 contains 15257 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 1255 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25558 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134931 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111511 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101140 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115105 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 231929 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 36094 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1153 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 198 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182152.000000 Penalty: 36502.746094
Iteration 154Q: 59 clusters Score -5.818215e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 89143 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 9405 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25443 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134917 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111480 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 101022 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115087 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 231260 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 36858 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182608.000000 Penalty: 36502.746094
Iteration 155Q: 59 clusters Score -5.818261e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 89354 members 
Mstep: Class 4 contains 15260 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25316 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134905 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111459 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 100926 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115038 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 230534 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 37694 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58182880.000000 Penalty: 36502.746094
Iteration 156Q: 59 clusters Score -5.818288e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 89548 members 
Mstep: Class 4 contains 15252 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 9392 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 25160 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134884 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111460 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 100814 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 115007 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 229888 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 38503 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183236.000000 Penalty: 36502.746094
Iteration 157Q: 59 clusters Score -5.818324e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 89723 members 
Mstep: Class 4 contains 15246 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24984 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15108 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134855 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111456 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 100722 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 114988 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 229240 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 39325 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183660.000000 Penalty: 36502.746094
Iteration 158Q: 59 clusters Score -5.818366e+07 nChanged 1285
Entering ConstructFrom: 
Score: -58183660.000000 Penalty: 36502.746094
Entering ConstructFrom: 
Trying to split cluster 2 (89924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Entering Unmasked Estep 
Score: -5437480.500000 Penalty: 519.005737
	Iteration 0F: 2 clusters Score -5437480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5376792.000000 Penalty: 1038.011475
	Iteration 0F: 3 clusters Score -5376792 nChanged 43980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5408112.000000 Penalty: 1038.011475
	Iteration 1F: 3 clusters Score -5408112 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -5412229.500000 Penalty: 1038.011475
	Iteration 2F: 3 clusters Score -5412230 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -5417894.500000 Penalty: 1038.011475
	Iteration 3F: 3 clusters Score -5417894 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -5424080.500000 Penalty: 1038.011475
	Iteration 4F: 3 clusters Score -5424080 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -5429250.000000 Penalty: 1038.011475
	Iteration 5F: 3 clusters Score -5429250 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -5432578.000000 Penalty: 1038.011475
	Iteration 6Q: 3 clusters Score -5432578 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -5434487.000000 Penalty: 1038.011475
	Iteration 7Q: 3 clusters Score -5434487 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -5435479.500000 Penalty: 1038.011475
	Iteration 8Q: 3 clusters Score -5435480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -5436102.500000 Penalty: 1038.011475
	Iteration 9Q: 3 clusters Score -5436102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -5436455.000000 Penalty: 1038.011475
	Iteration 10Q: 3 clusters Score -5436455 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -5436688.500000 Penalty: 1038.011475
	Iteration 11Q: 3 clusters Score -5436688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -5436795.000000 Penalty: 1038.011475
	Iteration 12Q: 3 clusters Score -5436795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -5436897.500000 Penalty: 1038.011475
	Iteration 13Q: 3 clusters Score -5436898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -5436954.000000 Penalty: 1038.011475
	Iteration 14Q: 3 clusters Score -5436954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -5436987.000000 Penalty: 1038.011475
	Iteration 15Q: 3 clusters Score -5436987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -5437010.500000 Penalty: 1038.011475
	Iteration 16Q: 3 clusters Score -5437010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -5437017.000000 Penalty: 1038.011475
	Iteration 17Q: 3 clusters Score -5437017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -5437022.500000 Penalty: 1038.011475
	Iteration 18Q: 3 clusters Score -5437022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -5437029.000000 Penalty: 1038.011475
	Iteration 19Q: 3 clusters Score -5437029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -5437035.000000 Penalty: 1038.011475
	Iteration 20F: 3 clusters Score -5437035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -5437041.000000 Penalty: 1038.011475
	Iteration 21Q: 3 clusters Score -5437041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -5437046.000000 Penalty: 1038.011475
	Iteration 22Q: 3 clusters Score -5437046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -5437044.500000 Penalty: 1038.011475
	Iteration 23Q: 3 clusters Score -5437044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -5437043.000000 Penalty: 1038.011475
	Iteration 24Q: 3 clusters Score -5437043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -5437046.000000 Penalty: 1038.011475
	Iteration 25Q: 3 clusters Score -5437046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -5437046.000000 Penalty: 1038.011475
	Iteration 26Q: 3 clusters Score -5437046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -5437048.500000 Penalty: 1038.011475
	Iteration 27Q: 3 clusters Score -5437048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -5437051.500000 Penalty: 1038.011475
	Iteration 28Q: 3 clusters Score -5437052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -5437056.000000 Penalty: 1038.011475
	Iteration 29Q: 3 clusters Score -5437056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -5437053.000000 Penalty: 1038.011475
	Iteration 30Q: 3 clusters Score -5437053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -5437052.000000 Penalty: 1038.011475
	Iteration 31Q: 3 clusters Score -5437052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -5437052.500000 Penalty: 1038.011475
	Iteration 32Q: 3 clusters Score -5437052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -5437059.500000 Penalty: 1038.011475
	Iteration 33Q: 3 clusters Score -5437060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -5437058.000000 Penalty: 1038.011475
	Iteration 34Q: 3 clusters Score -5437058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -5437058.500000 Penalty: 1038.011475
	Iteration 35Q: 3 clusters Score -5437058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -5437058.000000 Penalty: 1038.011475
	Iteration 36Q: 3 clusters Score -5437058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -5437057.000000 Penalty: 1038.011475
	Iteration 37Q: 3 clusters Score -5437057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -5437058.500000 Penalty: 1038.011475
	Iteration 38Q: 3 clusters Score -5437058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -5437058.000000 Penalty: 1038.011475
	Iteration 39Q: 3 clusters Score -5437058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -5437058.000000 Penalty: 1038.011475
	Iteration 40F: 3 clusters Score -5437058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -914956.750000 Penalty: 438.235443
	Iteration 0F: 2 clusters Score -914956.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -904859.125000 Penalty: 876.470886
	Iteration 0F: 3 clusters Score -904859.1 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -909121.375000 Penalty: 876.470886
	Iteration 1F: 3 clusters Score -909121.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -909591.062500 Penalty: 876.470886
	Iteration 2F: 3 clusters Score -909591.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -910301.437500 Penalty: 876.470886
	Iteration 3F: 3 clusters Score -910301.4 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -911236.812500 Penalty: 876.470886
	Iteration 4F: 3 clusters Score -911236.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -912076.375000 Penalty: 876.470886
	Iteration 5F: 3 clusters Score -912076.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -912661.625000 Penalty: 876.470886
	Iteration 6F: 3 clusters Score -912661.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -912984.312500 Penalty: 876.470886
	Iteration 7Q: 3 clusters Score -912984.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -913182.562500 Penalty: 876.470886
	Iteration 8Q: 3 clusters Score -913182.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -913320.375000 Penalty: 876.470886
	Iteration 9Q: 3 clusters Score -913320.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -913449.437500 Penalty: 876.470886
	Iteration 10Q: 3 clusters Score -913449.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -913583.687500 Penalty: 876.470886
	Iteration 11Q: 3 clusters Score -913583.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -913700.875000 Penalty: 876.470886
	Iteration 12Q: 3 clusters Score -913700.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -913804.875000 Penalty: 876.470886
	Iteration 13Q: 3 clusters Score -913804.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -913900.312500 Penalty: 876.470886
	Iteration 14Q: 3 clusters Score -913900.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -913996.000000 Penalty: 876.470886
	Iteration 15Q: 3 clusters Score -913996 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -914089.937500 Penalty: 876.470886
	Iteration 16Q: 3 clusters Score -914089.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -914184.437500 Penalty: 876.470886
	Iteration 17Q: 3 clusters Score -914184.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -914269.687500 Penalty: 876.470886
	Iteration 18Q: 3 clusters Score -914269.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -914342.187500 Penalty: 876.470886
	Iteration 19Q: 3 clusters Score -914342.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -914417.375000 Penalty: 876.470886
	Iteration 20F: 3 clusters Score -914417.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -914477.562500 Penalty: 876.470886
	Iteration 21Q: 3 clusters Score -914477.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -914514.000000 Penalty: 876.470886
	Iteration 22Q: 3 clusters Score -914514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -914548.187500 Penalty: 876.470886
	Iteration 23Q: 3 clusters Score -914548.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -914569.625000 Penalty: 876.470886
	Iteration 24Q: 3 clusters Score -914569.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -914593.125000 Penalty: 876.470886
	Iteration 25Q: 3 clusters Score -914593.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -914616.937500 Penalty: 876.470886
	Iteration 26Q: 3 clusters Score -914616.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -914628.812500 Penalty: 876.470886
	Iteration 27Q: 3 clusters Score -914628.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -914634.062500 Penalty: 876.470886
	Iteration 28Q: 3 clusters Score -914634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -914639.500000 Penalty: 876.470886
	Iteration 29Q: 3 clusters Score -914639.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -914643.687500 Penalty: 876.470886
	Iteration 30Q: 3 clusters Score -914643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -914652.875000 Penalty: 876.470886
	Iteration 31Q: 3 clusters Score -914652.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -914661.187500 Penalty: 876.470886
	Iteration 32Q: 3 clusters Score -914661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -914667.125000 Penalty: 876.470886
	Iteration 33Q: 3 clusters Score -914667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -914669.375000 Penalty: 876.470886
	Iteration 34Q: 3 clusters Score -914669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -914669.812500 Penalty: 876.470886
	Iteration 35Q: 3 clusters Score -914669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -914670.937500 Penalty: 876.470886
	Iteration 36Q: 3 clusters Score -914670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -914671.000000 Penalty: 876.470886
	Iteration 37Q: 3 clusters Score -914671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -914671.000000 Penalty: 876.470886
	Iteration 38F: 3 clusters Score -914671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -182530.750000 Penalty: 371.173370
	Iteration 0F: 2 clusters Score -182530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -180145.812500 Penalty: 742.346741
	Iteration 0F: 3 clusters Score -180145.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -181240.000000 Penalty: 742.346741
	Iteration 1F: 3 clusters Score -181240 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -181541.312500 Penalty: 742.346741
	Iteration 2F: 3 clusters Score -181541.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -181818.343750 Penalty: 742.346741
	Iteration 3F: 3 clusters Score -181818.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -182074.328125 Penalty: 742.346741
	Iteration 4F: 3 clusters Score -182074.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -182269.109375 Penalty: 742.346741
	Iteration 5F: 3 clusters Score -182269.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -182397.843750 Penalty: 742.346741
	Iteration 6Q: 3 clusters Score -182397.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -182455.296875 Penalty: 742.346741
	Iteration 7Q: 3 clusters Score -182455.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -182488.937500 Penalty: 742.346741
	Iteration 8Q: 3 clusters Score -182488.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182509.906250 Penalty: 742.346741
	Iteration 9Q: 3 clusters Score -182509.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -182515.421875 Penalty: 742.346741
	Iteration 10Q: 3 clusters Score -182515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -182517.531250 Penalty: 742.346741
	Iteration 11Q: 3 clusters Score -182517.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -182519.781250 Penalty: 742.346741
	Iteration 12Q: 3 clusters Score -182519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -182520.343750 Penalty: 742.346741
	Iteration 13Q: 3 clusters Score -182520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -182520.531250 Penalty: 742.346741
	Iteration 14Q: 3 clusters Score -182520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -182520.609375 Penalty: 742.346741
	Iteration 15Q: 3 clusters Score -182520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -182521.046875 Penalty: 742.346741
	Iteration 16Q: 3 clusters Score -182521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -182521.859375 Penalty: 742.346741
	Iteration 17Q: 3 clusters Score -182521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -182522.015625 Penalty: 742.346741
	Iteration 18Q: 3 clusters Score -182522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -182522.734375 Penalty: 742.346741
	Iteration 19Q: 3 clusters Score -182522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -182522.468750 Penalty: 742.346741
	Iteration 20F: 3 clusters Score -182522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -182522.750000 Penalty: 742.346741
	Iteration 21Q: 3 clusters Score -182522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -182522.703125 Penalty: 742.346741
	Iteration 22Q: 3 clusters Score -182522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -182522.671875 Penalty: 742.346741
	Iteration 23Q: 3 clusters Score -182522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -182522.953125 Penalty: 742.346741
	Iteration 24Q: 3 clusters Score -182523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -182522.875000 Penalty: 742.346741
	Iteration 25Q: 3 clusters Score -182522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -182522.875000 Penalty: 742.346741
	Iteration 26F: 3 clusters Score -182522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -565771.437500 Penalty: 416.167938
	Iteration 0F: 2 clusters Score -565771.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -559461.500000 Penalty: 832.335876
	Iteration 0F: 3 clusters Score -559461.5 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -562144.250000 Penalty: 832.335876
	Iteration 1F: 3 clusters Score -562144.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -562492.062500 Penalty: 832.335876
	Iteration 2F: 3 clusters Score -562492.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -562990.437500 Penalty: 832.335876
	Iteration 3F: 3 clusters Score -562990.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -563561.187500 Penalty: 832.335876
	Iteration 4F: 3 clusters Score -563561.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -564089.562500 Penalty: 832.335876
	Iteration 5F: 3 clusters Score -564089.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -564456.250000 Penalty: 832.335876
	Iteration 6Q: 3 clusters Score -564456.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -564725.687500 Penalty: 832.335876
	Iteration 7Q: 3 clusters Score -564725.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -564937.562500 Penalty: 832.335876
	Iteration 8Q: 3 clusters Score -564937.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -565070.250000 Penalty: 832.335876
	Iteration 9Q: 3 clusters Score -565070.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -565160.312500 Penalty: 832.335876
	Iteration 10Q: 3 clusters Score -565160.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -565218.875000 Penalty: 832.335876
	Iteration 11Q: 3 clusters Score -565218.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -565246.750000 Penalty: 832.335876
	Iteration 12Q: 3 clusters Score -565246.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -565272.687500 Penalty: 832.335876
	Iteration 13Q: 3 clusters Score -565272.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -565283.375000 Penalty: 832.335876
	Iteration 14Q: 3 clusters Score -565283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -565290.625000 Penalty: 832.335876
	Iteration 15Q: 3 clusters Score -565290.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -565294.500000 Penalty: 832.335876
	Iteration 16Q: 3 clusters Score -565294.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -565299.000000 Penalty: 832.335876
	Iteration 17Q: 3 clusters Score -565299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -565301.000000 Penalty: 832.335876
	Iteration 18Q: 3 clusters Score -565301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -565302.562500 Penalty: 832.335876
	Iteration 19Q: 3 clusters Score -565302.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -565307.000000 Penalty: 832.335876
	Iteration 20F: 3 clusters Score -565307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -565308.687500 Penalty: 832.335876
	Iteration 21Q: 3 clusters Score -565308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -565310.187500 Penalty: 832.335876
	Iteration 22Q: 3 clusters Score -565310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -565314.500000 Penalty: 832.335876
	Iteration 23Q: 3 clusters Score -565314.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -565317.000000 Penalty: 832.335876
	Iteration 24Q: 3 clusters Score -565317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -565317.812500 Penalty: 832.335876
	Iteration 25Q: 3 clusters Score -565317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -565319.812500 Penalty: 832.335876
	Iteration 26Q: 3 clusters Score -565319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -565321.437500 Penalty: 832.335876
	Iteration 27Q: 3 clusters Score -565321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -565322.125000 Penalty: 832.335876
	Iteration 28Q: 3 clusters Score -565322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -565322.375000 Penalty: 832.335876
	Iteration 29Q: 3 clusters Score -565322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -565322.375000 Penalty: 832.335876
	Iteration 30F: 3 clusters Score -565322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -81526.796875 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -81526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -80460.804688 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -80460.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -80729.328125 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -80729.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -80789.718750 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -80789.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -80845.773438 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -80845.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -80891.390625 Penalty: 657.319885
	Iteration 4Q: 3 clusters Score -80891.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -80944.414062 Penalty: 657.319885
	Iteration 5F: 3 clusters Score -80944.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -81005.312500 Penalty: 657.319885
	Iteration 6F: 3 clusters Score -81005.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -81076.929688 Penalty: 657.319885
	Iteration 7F: 3 clusters Score -81076.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81140.406250 Penalty: 657.319885
	Iteration 8F: 3 clusters Score -81140.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -81184.460938 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -81184.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -81211.460938 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -81211.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -81230.476562 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -81230.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -81237.648438 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -81237.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -81246.351562 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -81246.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -81261.750000 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -81261.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -81272.570312 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -81272.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -81278.312500 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -81278.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -81281.921875 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -81281.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -81285.328125 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -81285.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -81288.531250 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -81288.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -81291.773438 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -81291.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -81296.187500 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -81296.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -81298.867188 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -81298.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -81300.820312 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -81300.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -81301.820312 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -81301.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -81302.359375 Penalty: 657.319885
	Iteration 25Q: 3 clusters Score -81302.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -81302.781250 Penalty: 657.319885
	Iteration 26Q: 3 clusters Score -81302.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -81303.101562 Penalty: 657.319885
	Iteration 27Q: 3 clusters Score -81303.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -81303.101562 Penalty: 657.319885
	Iteration 28F: 3 clusters Score -81303.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -71777.007812 Penalty: 324.673767
	Iteration 0F: 2 clusters Score -71777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -70804.203125 Penalty: 649.347534
	Iteration 0F: 3 clusters Score -70804.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71192.140625 Penalty: 649.347534
	Iteration 1F: 3 clusters Score -71192.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71314.390625 Penalty: 649.347534
	Iteration 2F: 3 clusters Score -71314.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71405.468750 Penalty: 649.347534
	Iteration 3F: 3 clusters Score -71405.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71483.632812 Penalty: 649.347534
	Iteration 4F: 3 clusters Score -71483.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -71535.570312 Penalty: 649.347534
	Iteration 5F: 3 clusters Score -71535.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -71599.125000 Penalty: 649.347534
	Iteration 6Q: 3 clusters Score -71599.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71672.031250 Penalty: 649.347534
	Iteration 7Q: 3 clusters Score -71672.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71748.757812 Penalty: 649.347534
	Iteration 8Q: 3 clusters Score -71748.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71826.734375 Penalty: 649.347534
	Iteration 9Q: 3 clusters Score -71826.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71877.023438 Penalty: 649.347534
	Iteration 10Q: 3 clusters Score -71877.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71912.203125 Penalty: 649.347534
	Iteration 11Q: 3 clusters Score -71912.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71952.250000 Penalty: 649.347534
	Iteration 12Q: 3 clusters Score -71952.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71979.500000 Penalty: 649.347534
	Iteration 13Q: 3 clusters Score -71979.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -72004.101562 Penalty: 649.347534
	Iteration 14Q: 3 clusters Score -72004.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72047.648438 Penalty: 649.347534
	Iteration 15Q: 3 clusters Score -72047.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72101.218750 Penalty: 649.347534
	Iteration 16Q: 3 clusters Score -72101.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72161.273438 Penalty: 649.347534
	Iteration 17Q: 3 clusters Score -72161.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -72186.976562 Penalty: 649.347534
	Iteration 18Q: 3 clusters Score -72186.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72215.757812 Penalty: 649.347534
	Iteration 19Q: 3 clusters Score -72215.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72246.585938 Penalty: 649.347534
	Iteration 20F: 3 clusters Score -72246.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -72260.218750 Penalty: 649.347534
	Iteration 21Q: 3 clusters Score -72260.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -72267.859375 Penalty: 649.347534
	Iteration 22Q: 3 clusters Score -72267.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -72277.046875 Penalty: 649.347534
	Iteration 23Q: 3 clusters Score -72277.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -72282.679688 Penalty: 649.347534
	Iteration 24Q: 3 clusters Score -72282.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -72284.601562 Penalty: 649.347534
	Iteration 25Q: 3 clusters Score -72284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -72286.335938 Penalty: 649.347534
	Iteration 26Q: 3 clusters Score -72286.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -72291.742188 Penalty: 649.347534
	Iteration 27Q: 3 clusters Score -72291.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -72294.843750 Penalty: 649.347534
	Iteration 28Q: 3 clusters Score -72294.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -72294.843750 Penalty: 649.347534
	Iteration 29F: 3 clusters Score -72294.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 100599 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
Score: -58184360.000000 Penalty: 37132.101562
Splitting cluster 8 changes total score from -58183660.000000 to -58184360.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -33787.242188 Penalty: 287.839813
	Iteration 0F: 2 clusters Score -33787.24 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 292 members 
Entering Unmasked Estep 
Score: -33262.207031 Penalty: 575.679626
	Iteration 0F: 3 clusters Score -33262.21 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33381.867188 Penalty: 575.679626
	Iteration 1F: 3 clusters Score -33381.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33415.562500 Penalty: 575.679626
	Iteration 2F: 3 clusters Score -33415.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33442.902344 Penalty: 575.679626
	Iteration 3F: 3 clusters Score -33442.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33460.386719 Penalty: 575.679626
	Iteration 4Q: 3 clusters Score -33460.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33474.988281 Penalty: 575.679626
	Iteration 5Q: 3 clusters Score -33474.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33489.898438 Penalty: 575.679626
	Iteration 6Q: 3 clusters Score -33489.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33505.023438 Penalty: 575.679626
	Iteration 7Q: 3 clusters Score -33505.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33514.351562 Penalty: 575.679626
	Iteration 8Q: 3 clusters Score -33514.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33520.277344 Penalty: 575.679626
	Iteration 9Q: 3 clusters Score -33520.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33523.703125 Penalty: 575.679626
	Iteration 10Q: 3 clusters Score -33523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33524.328125 Penalty: 575.679626
	Iteration 11Q: 3 clusters Score -33524.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33524.328125 Penalty: 575.679626
	Iteration 12F: 3 clusters Score -33524.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16636.333984 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16636.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16288.150391 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16288.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16366.156250 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16366.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16398.789062 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16398.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16415.474609 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -16415.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16424.755859 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16424.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16431.941406 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16431.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16436.070312 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16436.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16438.367188 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16438.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16440.443359 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16440.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16440.443359 Penalty: 508.098145
	Iteration 9F: 3 clusters Score -16440.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -53751.585938 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -53751.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52993.207031 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -52993.21 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -53170.871094 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -53170.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53217.750000 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -53217.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53249.726562 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -53249.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53271.386719 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -53271.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53289.003906 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -53289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53307.402344 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -53307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -53322.402344 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -53322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -53338.691406 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -53338.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -53356.957031 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -53356.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -53376.484375 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -53376.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53399.457031 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -53399.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53420.261719 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -53420.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53444.621094 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -53444.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -53452.886719 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -53452.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -53462.722656 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -53462.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -53466.648438 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -53466.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -53471.796875 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -53471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -53474.921875 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -53474.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -53476.058594 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -53476.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53476.453125 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -53476.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -537644.500000 Penalty: 415.537964
	Iteration 0F: 2 clusters Score -537644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -531464.937500 Penalty: 831.075928
	Iteration 0F: 3 clusters Score -531464.9 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -534095.062500 Penalty: 831.075928
	Iteration 1F: 3 clusters Score -534095.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -534421.500000 Penalty: 831.075928
	Iteration 2F: 3 clusters Score -534421.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -534744.062500 Penalty: 831.075928
	Iteration 3F: 3 clusters Score -534744.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -535112.187500 Penalty: 831.075928
	Iteration 4F: 3 clusters Score -535112.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -535492.500000 Penalty: 831.075928
	Iteration 5F: 3 clusters Score -535492.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -535819.750000 Penalty: 831.075928
	Iteration 6F: 3 clusters Score -535819.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -536178.062500 Penalty: 831.075928
	Iteration 7F: 3 clusters Score -536178.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -536501.937500 Penalty: 831.075928
	Iteration 8Q: 3 clusters Score -536501.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -536738.500000 Penalty: 831.075928
	Iteration 9Q: 3 clusters Score -536738.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -536891.750000 Penalty: 831.075928
	Iteration 10Q: 3 clusters Score -536891.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -537012.250000 Penalty: 831.075928
	Iteration 11Q: 3 clusters Score -537012.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -537118.937500 Penalty: 831.075928
	Iteration 12Q: 3 clusters Score -537118.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -537191.000000 Penalty: 831.075928
	Iteration 13Q: 3 clusters Score -537191 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -537241.062500 Penalty: 831.075928
	Iteration 14Q: 3 clusters Score -537241.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -537277.875000 Penalty: 831.075928
	Iteration 15Q: 3 clusters Score -537277.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -537305.562500 Penalty: 831.075928
	Iteration 16Q: 3 clusters Score -537305.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -537324.375000 Penalty: 831.075928
	Iteration 17Q: 3 clusters Score -537324.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -537341.250000 Penalty: 831.075928
	Iteration 18Q: 3 clusters Score -537341.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -537360.000000 Penalty: 831.075928
	Iteration 19Q: 3 clusters Score -537360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -537384.000000 Penalty: 831.075928
	Iteration 20F: 3 clusters Score -537384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -537403.937500 Penalty: 831.075928
	Iteration 21Q: 3 clusters Score -537403.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -537427.062500 Penalty: 831.075928
	Iteration 22Q: 3 clusters Score -537427.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -537452.687500 Penalty: 831.075928
	Iteration 23Q: 3 clusters Score -537452.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -537479.937500 Penalty: 831.075928
	Iteration 24Q: 3 clusters Score -537479.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -537503.250000 Penalty: 831.075928
	Iteration 25Q: 3 clusters Score -537503.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -537519.250000 Penalty: 831.075928
	Iteration 26Q: 3 clusters Score -537519.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -537530.250000 Penalty: 831.075928
	Iteration 27Q: 3 clusters Score -537530.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -537535.437500 Penalty: 831.075928
	Iteration 28Q: 3 clusters Score -537535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -537540.750000 Penalty: 831.075928
	Iteration 29Q: 3 clusters Score -537540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -537544.750000 Penalty: 831.075928
	Iteration 30Q: 3 clusters Score -537544.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -537547.250000 Penalty: 831.075928
	Iteration 31Q: 3 clusters Score -537547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -537549.625000 Penalty: 831.075928
	Iteration 32Q: 3 clusters Score -537549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -537550.875000 Penalty: 831.075928
	Iteration 33Q: 3 clusters Score -537550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -537550.312500 Penalty: 831.075928
	Iteration 34Q: 3 clusters Score -537550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -537550.687500 Penalty: 831.075928
	Iteration 35Q: 3 clusters Score -537550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -537550.375000 Penalty: 831.075928
	Iteration 36Q: 3 clusters Score -537550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -537550.437500 Penalty: 831.075928
	Iteration 37Q: 3 clusters Score -537550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -537550.937500 Penalty: 831.075928
	Iteration 38Q: 3 clusters Score -537550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -537551.812500 Penalty: 831.075928
	Iteration 39Q: 3 clusters Score -537551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -537552.250000 Penalty: 831.075928
	Iteration 40F: 3 clusters Score -537552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -537552.750000 Penalty: 831.075928
	Iteration 41Q: 3 clusters Score -537552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -537553.250000 Penalty: 831.075928
	Iteration 42Q: 3 clusters Score -537553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -537553.687500 Penalty: 831.075928
	Iteration 43Q: 3 clusters Score -537553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -537556.125000 Penalty: 831.075928
	Iteration 44Q: 3 clusters Score -537556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -537555.375000 Penalty: 831.075928
	Iteration 45Q: 3 clusters Score -537555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -537557.500000 Penalty: 831.075928
	Iteration 46Q: 3 clusters Score -537557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -537558.125000 Penalty: 831.075928
	Iteration 47Q: 3 clusters Score -537558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -537558.437500 Penalty: 831.075928
	Iteration 48Q: 3 clusters Score -537558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -537558.500000 Penalty: 831.075928
	Iteration 49Q: 3 clusters Score -537558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -537558.062500 Penalty: 831.075928
	Iteration 50Q: 3 clusters Score -537558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -537557.687500 Penalty: 831.075928
	Iteration 51Q: 3 clusters Score -537557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -537559.000000 Penalty: 831.075928
	Iteration 52Q: 3 clusters Score -537559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -537559.375000 Penalty: 831.075928
	Iteration 53Q: 3 clusters Score -537559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -537560.250000 Penalty: 831.075928
	Iteration 54Q: 3 clusters Score -537560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -537561.187500 Penalty: 831.075928
	Iteration 55Q: 3 clusters Score -537561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -537560.375000 Penalty: 831.075928
	Iteration 56Q: 3 clusters Score -537560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -537561.250000 Penalty: 831.075928
	Iteration 57Q: 3 clusters Score -537561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -537562.875000 Penalty: 831.075928
	Iteration 58Q: 3 clusters Score -537562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -537563.687500 Penalty: 831.075928
	Iteration 59Q: 3 clusters Score -537563.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -537564.875000 Penalty: 831.075928
	Iteration 60F: 3 clusters Score -537564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -537565.687500 Penalty: 831.075928
	Iteration 61Q: 3 clusters Score -537565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -537566.500000 Penalty: 831.075928
	Iteration 62Q: 3 clusters Score -537566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -537566.812500 Penalty: 831.075928
	Iteration 63Q: 3 clusters Score -537566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -537566.500000 Penalty: 831.075928
	Iteration 64Q: 3 clusters Score -537566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -537566.750000 Penalty: 831.075928
	Iteration 65Q: 3 clusters Score -537566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -537567.000000 Penalty: 831.075928
	Iteration 66Q: 3 clusters Score -537567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -537567.250000 Penalty: 831.075928
	Iteration 67Q: 3 clusters Score -537567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -537567.062500 Penalty: 831.075928
	Iteration 68Q: 3 clusters Score -537567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -537568.062500 Penalty: 831.075928
	Iteration 69Q: 3 clusters Score -537568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -537568.625000 Penalty: 831.075928
	Iteration 70Q: 3 clusters Score -537568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -537569.500000 Penalty: 831.075928
	Iteration 71Q: 3 clusters Score -537569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -537569.062500 Penalty: 831.075928
	Iteration 72Q: 3 clusters Score -537569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -537569.812500 Penalty: 831.075928
	Iteration 73Q: 3 clusters Score -537569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -537570.250000 Penalty: 831.075928
	Iteration 74Q: 3 clusters Score -537570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -537570.250000 Penalty: 831.075928
	Iteration 75F: 3 clusters Score -537570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Entering Unmasked Estep 
Score: -897917.187500 Penalty: 436.812988
	Iteration 0F: 2 clusters Score -897917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -887951.062500 Penalty: 873.625977
	Iteration 0F: 3 clusters Score -887951.1 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -892252.812500 Penalty: 873.625977
	Iteration 1F: 3 clusters Score -892252.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -892585.375000 Penalty: 873.625977
	Iteration 2F: 3 clusters Score -892585.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -892965.000000 Penalty: 873.625977
	Iteration 3F: 3 clusters Score -892965 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -893421.437500 Penalty: 873.625977
	Iteration 4F: 3 clusters Score -893421.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -894039.875000 Penalty: 873.625977
	Iteration 5F: 3 clusters Score -894039.9 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -894822.375000 Penalty: 873.625977
	Iteration 6F: 3 clusters Score -894822.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -895645.125000 Penalty: 873.625977
	Iteration 7F: 3 clusters Score -895645.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -896322.312500 Penalty: 873.625977
	Iteration 8F: 3 clusters Score -896322.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -896800.375000 Penalty: 873.625977
	Iteration 9Q: 3 clusters Score -896800.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -897102.687500 Penalty: 873.625977
	Iteration 10Q: 3 clusters Score -897102.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -897296.062500 Penalty: 873.625977
	Iteration 11Q: 3 clusters Score -897296.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -897411.250000 Penalty: 873.625977
	Iteration 12Q: 3 clusters Score -897411.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -897464.375000 Penalty: 873.625977
	Iteration 13Q: 3 clusters Score -897464.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -897510.062500 Penalty: 873.625977
	Iteration 14Q: 3 clusters Score -897510.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -897530.000000 Penalty: 873.625977
	Iteration 15Q: 3 clusters Score -897530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -897548.187500 Penalty: 873.625977
	Iteration 16Q: 3 clusters Score -897548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -897560.500000 Penalty: 873.625977
	Iteration 17Q: 3 clusters Score -897560.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -897579.812500 Penalty: 873.625977
	Iteration 18Q: 3 clusters Score -897579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -897593.187500 Penalty: 873.625977
	Iteration 19Q: 3 clusters Score -897593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -897610.750000 Penalty: 873.625977
	Iteration 20F: 3 clusters Score -897610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -897613.187500 Penalty: 873.625977
	Iteration 21Q: 3 clusters Score -897613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -897616.187500 Penalty: 873.625977
	Iteration 22Q: 3 clusters Score -897616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -897618.187500 Penalty: 873.625977
	Iteration 23Q: 3 clusters Score -897618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -897621.625000 Penalty: 873.625977
	Iteration 24Q: 3 clusters Score -897621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -897622.187500 Penalty: 873.625977
	Iteration 25Q: 3 clusters Score -897622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -897622.062500 Penalty: 873.625977
	Iteration 26Q: 3 clusters Score -897622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -897622.062500 Penalty: 873.625977
	Iteration 27F: 3 clusters Score -897622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -21020.378906 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -21020.38 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 170 members 
Entering Unmasked Estep 
Score: -20617.398438 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -20617.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20754.701172 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -20754.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20841.371094 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -20841.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20891.734375 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -20891.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20919.875000 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -20919.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20928.609375 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -20928.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20930.345703 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -20930.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20935.869141 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -20935.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20938.136719 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -20938.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20938.136719 Penalty: 538.863647
	Iteration 9F: 3 clusters Score -20938.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -7305.554199 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -7305.554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7008.079102 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -7008.079 nChanged 94
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: -7126.356445 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -7126.356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7187.215332 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -7187.215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7207.289551 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -7207.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7222.191406 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -7222.191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7225.450684 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -7225.451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7233.146484 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -7233.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7238.168457 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -7238.168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7245.910156 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -7245.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7253.055176 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -7253.055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7257.874023 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -7257.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7262.118652 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -7262.119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7275.447754 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -7275.448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7284.139160 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -7284.139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7292.505859 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -7292.506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7300.028809 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -7300.029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7304.178711 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -7304.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7305.134277 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -7305.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7305.134277 Penalty: 514.056702
	Iteration 18F: 3 clusters Score -7305.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Entering Unmasked Estep 
Score: -1475807.875000 Penalty: 460.381592
	Iteration 0F: 2 clusters Score -1475808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1459252.000000 Penalty: 920.763184
	Iteration 0F: 3 clusters Score -1459252 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1466603.750000 Penalty: 920.763184
	Iteration 1F: 3 clusters Score -1466604 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1467441.750000 Penalty: 920.763184
	Iteration 2F: 3 clusters Score -1467442 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1468819.000000 Penalty: 920.763184
	Iteration 3F: 3 clusters Score -1468819 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1470754.125000 Penalty: 920.763184
	Iteration 4F: 3 clusters Score -1470754 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1472844.125000 Penalty: 920.763184
	Iteration 5F: 3 clusters Score -1472844 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -1474374.250000 Penalty: 920.763184
	Iteration 6F: 3 clusters Score -1474374 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1475084.375000 Penalty: 920.763184
	Iteration 7Q: 3 clusters Score -1475084 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -1475301.750000 Penalty: 920.763184
	Iteration 8Q: 3 clusters Score -1475302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -1475374.250000 Penalty: 920.763184
	Iteration 9Q: 3 clusters Score -1475374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -1475403.500000 Penalty: 920.763184
	Iteration 10Q: 3 clusters Score -1475404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -1475417.375000 Penalty: 920.763184
	Iteration 11Q: 3 clusters Score -1475417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -1475428.625000 Penalty: 920.763184
	Iteration 12Q: 3 clusters Score -1475429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1475437.500000 Penalty: 920.763184
	Iteration 13Q: 3 clusters Score -1475438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1475442.125000 Penalty: 920.763184
	Iteration 14Q: 3 clusters Score -1475442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -1475448.000000 Penalty: 920.763184
	Iteration 15Q: 3 clusters Score -1475448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1475449.750000 Penalty: 920.763184
	Iteration 16Q: 3 clusters Score -1475450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1475451.875000 Penalty: 920.763184
	Iteration 17Q: 3 clusters Score -1475452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -1475452.375000 Penalty: 920.763184
	Iteration 18Q: 3 clusters Score -1475452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -1475454.750000 Penalty: 920.763184
	Iteration 19Q: 3 clusters Score -1475455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1475459.250000 Penalty: 920.763184
	Iteration 20F: 3 clusters Score -1475459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -1475465.875000 Penalty: 920.763184
	Iteration 21Q: 3 clusters Score -1475466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -1475465.250000 Penalty: 920.763184
	Iteration 22Q: 3 clusters Score -1475465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1475466.500000 Penalty: 920.763184
	Iteration 23Q: 3 clusters Score -1475466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1475466.500000 Penalty: 920.763184
	Iteration 24F: 3 clusters Score -1475466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Entering Unmasked Estep 
Score: -4364647.000000 Penalty: 509.348267
	Iteration 0F: 2 clusters Score -4364647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4315666.500000 Penalty: 1018.696533
	Iteration 0F: 3 clusters Score -4315666 nChanged 35336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4336161.000000 Penalty: 1018.696533
	Iteration 1F: 3 clusters Score -4336161 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -4336704.000000 Penalty: 1018.696533
	Iteration 2Q: 3 clusters Score -4336704 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4337550.500000 Penalty: 1018.696533
	Iteration 3Q: 3 clusters Score -4337550 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -4338692.500000 Penalty: 1018.696533
	Iteration 4Q: 3 clusters Score -4338692 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -4340533.000000 Penalty: 1018.696533
	Iteration 5F: 3 clusters Score -4340533 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4343496.500000 Penalty: 1018.696533
	Iteration 6F: 3 clusters Score -4343496 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -4347923.500000 Penalty: 1018.696533
	Iteration 7F: 3 clusters Score -4347924 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -4353396.500000 Penalty: 1018.696533
	Iteration 8F: 3 clusters Score -4353396 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -4358386.500000 Penalty: 1018.696533
	Iteration 9F: 3 clusters Score -4358386 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -4361589.500000 Penalty: 1018.696533
	Iteration 10Q: 3 clusters Score -4361590 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -4363197.000000 Penalty: 1018.696533
	Iteration 11Q: 3 clusters Score -4363197 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -4363826.000000 Penalty: 1018.696533
	Iteration 12Q: 3 clusters Score -4363826 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -4364055.000000 Penalty: 1018.696533
	Iteration 13Q: 3 clusters Score -4364055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -4364130.000000 Penalty: 1018.696533
	Iteration 14Q: 3 clusters Score -4364130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -4364162.500000 Penalty: 1018.696533
	Iteration 15Q: 3 clusters Score -4364162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -4364186.500000 Penalty: 1018.696533
	Iteration 16Q: 3 clusters Score -4364186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -4364202.000000 Penalty: 1018.696533
	Iteration 17Q: 3 clusters Score -4364202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -4364218.500000 Penalty: 1018.696533
	Iteration 18Q: 3 clusters Score -4364218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -4364217.500000 Penalty: 1018.696533
	Iteration 19Q: 3 clusters Score -4364218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -4364217.500000 Penalty: 1018.696533
	Iteration 20F: 3 clusters Score -4364218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -4364220.000000 Penalty: 1018.696533
	Iteration 21Q: 3 clusters Score -4364220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -4364224.500000 Penalty: 1018.696533
	Iteration 22Q: 3 clusters Score -4364224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -4364219.500000 Penalty: 1018.696533
	Iteration 23Q: 3 clusters Score -4364220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -4364224.500000 Penalty: 1018.696533
	Iteration 24Q: 3 clusters Score -4364224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -4364223.000000 Penalty: 1018.696533
	Iteration 25Q: 3 clusters Score -4364223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -4364224.000000 Penalty: 1018.696533
	Iteration 26Q: 3 clusters Score -4364224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -4364223.500000 Penalty: 1018.696533
	Iteration 27Q: 3 clusters Score -4364224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -4364222.000000 Penalty: 1018.696533
	Iteration 28Q: 3 clusters Score -4364222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -4364222.000000 Penalty: 1018.696533
	Iteration 29F: 3 clusters Score -4364222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -904226.500000 Penalty: 437.806427
	Iteration 0F: 2 clusters Score -904226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -894152.937500 Penalty: 875.612854
	Iteration 0F: 3 clusters Score -894152.9 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -898263.875000 Penalty: 875.612854
	Iteration 1F: 3 clusters Score -898263.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -898643.437500 Penalty: 875.612854
	Iteration 2F: 3 clusters Score -898643.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -899158.625000 Penalty: 875.612854
	Iteration 3F: 3 clusters Score -899158.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -899882.062500 Penalty: 875.612854
	Iteration 4F: 3 clusters Score -899882.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -900686.000000 Penalty: 875.612854
	Iteration 5F: 3 clusters Score -900686 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -901391.250000 Penalty: 875.612854
	Iteration 6F: 3 clusters Score -901391.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -901799.437500 Penalty: 875.612854
	Iteration 7F: 3 clusters Score -901799.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -902004.937500 Penalty: 875.612854
	Iteration 8Q: 3 clusters Score -902004.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -902131.625000 Penalty: 875.612854
	Iteration 9Q: 3 clusters Score -902131.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -902265.562500 Penalty: 875.612854
	Iteration 10Q: 3 clusters Score -902265.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -902392.875000 Penalty: 875.612854
	Iteration 11Q: 3 clusters Score -902392.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -902529.125000 Penalty: 875.612854
	Iteration 12Q: 3 clusters Score -902529.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -902666.812500 Penalty: 875.612854
	Iteration 13Q: 3 clusters Score -902666.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -902780.500000 Penalty: 875.612854
	Iteration 14Q: 3 clusters Score -902780.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -902867.312500 Penalty: 875.612854
	Iteration 15Q: 3 clusters Score -902867.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -902934.000000 Penalty: 875.612854
	Iteration 16Q: 3 clusters Score -902934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -903015.125000 Penalty: 875.612854
	Iteration 17Q: 3 clusters Score -903015.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -903077.000000 Penalty: 875.612854
	Iteration 18Q: 3 clusters Score -903077 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -903133.875000 Penalty: 875.612854
	Iteration 19Q: 3 clusters Score -903133.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -903169.000000 Penalty: 875.612854
	Iteration 20F: 3 clusters Score -903169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -903200.375000 Penalty: 875.612854
	Iteration 21Q: 3 clusters Score -903200.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -903232.812500 Penalty: 875.612854
	Iteration 22Q: 3 clusters Score -903232.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -903262.000000 Penalty: 875.612854
	Iteration 23Q: 3 clusters Score -903262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -903294.437500 Penalty: 875.612854
	Iteration 24Q: 3 clusters Score -903294.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -903315.875000 Penalty: 875.612854
	Iteration 25Q: 3 clusters Score -903315.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -903340.312500 Penalty: 875.612854
	Iteration 26Q: 3 clusters Score -903340.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -903364.375000 Penalty: 875.612854
	Iteration 27Q: 3 clusters Score -903364.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -903388.937500 Penalty: 875.612854
	Iteration 28Q: 3 clusters Score -903388.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -903411.437500 Penalty: 875.612854
	Iteration 29Q: 3 clusters Score -903411.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -903435.000000 Penalty: 875.612854
	Iteration 30Q: 3 clusters Score -903435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -903453.687500 Penalty: 875.612854
	Iteration 31Q: 3 clusters Score -903453.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -903476.062500 Penalty: 875.612854
	Iteration 32Q: 3 clusters Score -903476.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -903501.562500 Penalty: 875.612854
	Iteration 33Q: 3 clusters Score -903501.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -903519.875000 Penalty: 875.612854
	Iteration 34Q: 3 clusters Score -903519.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -903539.812500 Penalty: 875.612854
	Iteration 35Q: 3 clusters Score -903539.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -903559.437500 Penalty: 875.612854
	Iteration 36Q: 3 clusters Score -903559.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -903586.062500 Penalty: 875.612854
	Iteration 37Q: 3 clusters Score -903586.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -903607.562500 Penalty: 875.612854
	Iteration 38Q: 3 clusters Score -903607.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -903629.312500 Penalty: 875.612854
	Iteration 39Q: 3 clusters Score -903629.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -903652.937500 Penalty: 875.612854
	Iteration 40F: 3 clusters Score -903652.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -903670.125000 Penalty: 875.612854
	Iteration 41Q: 3 clusters Score -903670.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -903686.375000 Penalty: 875.612854
	Iteration 42Q: 3 clusters Score -903686.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -903700.000000 Penalty: 875.612854
	Iteration 43Q: 3 clusters Score -903700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -903722.187500 Penalty: 875.612854
	Iteration 44Q: 3 clusters Score -903722.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -903740.437500 Penalty: 875.612854
	Iteration 45Q: 3 clusters Score -903740.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -903760.312500 Penalty: 875.612854
	Iteration 46Q: 3 clusters Score -903760.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -903779.500000 Penalty: 875.612854
	Iteration 47Q: 3 clusters Score -903779.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -903796.812500 Penalty: 875.612854
	Iteration 48Q: 3 clusters Score -903796.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -903811.625000 Penalty: 875.612854
	Iteration 49Q: 3 clusters Score -903811.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -903833.187500 Penalty: 875.612854
	Iteration 50Q: 3 clusters Score -903833.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -903846.062500 Penalty: 875.612854
	Iteration 51Q: 3 clusters Score -903846.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -903853.125000 Penalty: 875.612854
	Iteration 52Q: 3 clusters Score -903853.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -903861.625000 Penalty: 875.612854
	Iteration 53Q: 3 clusters Score -903861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -903868.812500 Penalty: 875.612854
	Iteration 54Q: 3 clusters Score -903868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -903872.437500 Penalty: 875.612854
	Iteration 55Q: 3 clusters Score -903872.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -903877.562500 Penalty: 875.612854
	Iteration 56Q: 3 clusters Score -903877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -903878.687500 Penalty: 875.612854
	Iteration 57Q: 3 clusters Score -903878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -903881.562500 Penalty: 875.612854
	Iteration 58Q: 3 clusters Score -903881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -903883.687500 Penalty: 875.612854
	Iteration 59Q: 3 clusters Score -903883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -903883.125000 Penalty: 875.612854
	Iteration 60F: 3 clusters Score -903883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -903886.500000 Penalty: 875.612854
	Iteration 61Q: 3 clusters Score -903886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -903886.000000 Penalty: 875.612854
	Iteration 62Q: 3 clusters Score -903886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -903888.000000 Penalty: 875.612854
	Iteration 63Q: 3 clusters Score -903888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -903889.687500 Penalty: 875.612854
	Iteration 64Q: 3 clusters Score -903889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -903890.875000 Penalty: 875.612854
	Iteration 65Q: 3 clusters Score -903890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -903889.687500 Penalty: 875.612854
	Iteration 66Q: 3 clusters Score -903889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -903891.937500 Penalty: 875.612854
	Iteration 67Q: 3 clusters Score -903891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -903893.500000 Penalty: 875.612854
	Iteration 68Q: 3 clusters Score -903893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -903894.500000 Penalty: 875.612854
	Iteration 69Q: 3 clusters Score -903894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -903896.187500 Penalty: 875.612854
	Iteration 70Q: 3 clusters Score -903896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -903898.250000 Penalty: 875.612854
	Iteration 71Q: 3 clusters Score -903898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -903899.250000 Penalty: 875.612854
	Iteration 72Q: 3 clusters Score -903899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -903897.750000 Penalty: 875.612854
	Iteration 73Q: 3 clusters Score -903897.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -903900.500000 Penalty: 875.612854
	Iteration 74Q: 3 clusters Score -903900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -903904.000000 Penalty: 875.612854
	Iteration 75Q: 3 clusters Score -903904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -903905.375000 Penalty: 875.612854
	Iteration 76Q: 3 clusters Score -903905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -903904.375000 Penalty: 875.612854
	Iteration 77Q: 3 clusters Score -903904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -903906.187500 Penalty: 875.612854
	Iteration 78Q: 3 clusters Score -903906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -903906.625000 Penalty: 875.612854
	Iteration 79Q: 3 clusters Score -903906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -903904.812500 Penalty: 875.612854
	Iteration 80F: 3 clusters Score -903904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -903905.187500 Penalty: 875.612854
	Iteration 81Q: 3 clusters Score -903905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -903905.187500 Penalty: 875.612854
	Iteration 82F: 3 clusters Score -903905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -21582.685547 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -21582.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21221.017578 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -21221.02 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21635.183594 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -21635.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21772.406250 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -21772.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21834.591797 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -21834.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21838.406250 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -21838.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21838.406250 Penalty: 555.536194
	Iteration 5F: 3 clusters Score -21838.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 100599 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
Score: -58184284.000000 Penalty: 37761.460938
Splitting cluster 19 changes total score from -58183660.000000 to -58184284.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (134836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Entering Unmasked Estep 
Score: -8088550.000000 Penalty: 537.437561
	Iteration 0F: 2 clusters Score -8088550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -8000646.000000 Penalty: 1074.875122
	Iteration 0F: 3 clusters Score -8000646 nChanged 66403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8042456.000000 Penalty: 1074.875122
	Iteration 1F: 3 clusters Score -8042456 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -8045917.500000 Penalty: 1074.875122
	Iteration 2F: 3 clusters Score -8045918 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -8052312.500000 Penalty: 1074.875122
	Iteration 3F: 3 clusters Score -8052312 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -8062250.500000 Penalty: 1074.875122
	Iteration 4F: 3 clusters Score -8062250 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8073388.000000 Penalty: 1074.875122
	Iteration 5F: 3 clusters Score -8073388 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -8079847.500000 Penalty: 1074.875122
	Iteration 6F: 3 clusters Score -8079848 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -8081770.500000 Penalty: 1074.875122
	Iteration 7Q: 3 clusters Score -8081770 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -8082305.500000 Penalty: 1074.875122
	Iteration 8Q: 3 clusters Score -8082306 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8083013.000000 Penalty: 1074.875122
	Iteration 9Q: 3 clusters Score -8083013 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112999 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8083975.500000 Penalty: 1074.875122
	Iteration 10Q: 3 clusters Score -8083976 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -8084867.500000 Penalty: 1074.875122
	Iteration 11Q: 3 clusters Score -8084868 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121291 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8085700.500000 Penalty: 1074.875122
	Iteration 12Q: 3 clusters Score -8085700 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -8086556.500000 Penalty: 1074.875122
	Iteration 13Q: 3 clusters Score -8086556 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127266 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8087060.000000 Penalty: 1074.875122
	Iteration 14Q: 3 clusters Score -8087060 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129115 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8087419.500000 Penalty: 1074.875122
	Iteration 15Q: 3 clusters Score -8087420 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -8087602.000000 Penalty: 1074.875122
	Iteration 16Q: 3 clusters Score -8087602 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8087713.500000 Penalty: 1074.875122
	Iteration 17Q: 3 clusters Score -8087714 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8087758.500000 Penalty: 1074.875122
	Iteration 18Q: 3 clusters Score -8087758 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8087766.000000 Penalty: 1074.875122
	Iteration 19Q: 3 clusters Score -8087766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132040 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8088070.000000 Penalty: 1074.875122
	Iteration 20F: 3 clusters Score -8088070 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8088217.500000 Penalty: 1074.875122
	Iteration 21Q: 3 clusters Score -8088218 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133270 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8088308.000000 Penalty: 1074.875122
	Iteration 22Q: 3 clusters Score -8088308 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8088353.000000 Penalty: 1074.875122
	Iteration 23Q: 3 clusters Score -8088353 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8088365.500000 Penalty: 1074.875122
	Iteration 24Q: 3 clusters Score -8088366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8088389.500000 Penalty: 1074.875122
	Iteration 25Q: 3 clusters Score -8088390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134073 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8088373.000000 Penalty: 1074.875122
	Iteration 26Q: 3 clusters Score -8088373 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8088346.500000 Penalty: 1074.875122
	Iteration 27Q: 3 clusters Score -8088346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8088353.000000 Penalty: 1074.875122
	Iteration 28Q: 3 clusters Score -8088353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8088354.500000 Penalty: 1074.875122
	Iteration 29Q: 3 clusters Score -8088354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134326 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8088362.500000 Penalty: 1074.875122
	Iteration 30Q: 3 clusters Score -8088362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8088358.000000 Penalty: 1074.875122
	Iteration 31Q: 3 clusters Score -8088358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8088342.500000 Penalty: 1074.875122
	Iteration 32Q: 3 clusters Score -8088342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8088346.500000 Penalty: 1074.875122
	Iteration 33Q: 3 clusters Score -8088346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8088344.000000 Penalty: 1074.875122
	Iteration 34Q: 3 clusters Score -8088344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134436 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8088335.500000 Penalty: 1074.875122
	Iteration 35Q: 3 clusters Score -8088336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8088330.500000 Penalty: 1074.875122
	Iteration 36Q: 3 clusters Score -8088330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8088327.500000 Penalty: 1074.875122
	Iteration 37Q: 3 clusters Score -8088328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8088330.000000 Penalty: 1074.875122
	Iteration 38Q: 3 clusters Score -8088330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8088328.000000 Penalty: 1074.875122
	Iteration 39Q: 3 clusters Score -8088328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8088328.000000 Penalty: 1074.875122
	Iteration 40F: 3 clusters Score -8088328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -61184.441406 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -61184.44 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 545 members 
Entering Unmasked Estep 
Score: -60356.968750 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -60356.97 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60625.003906 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -60625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60668.632812 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -60668.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60692.250000 Penalty: 635.524902
	Iteration 3Q: 3 clusters Score -60692.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60710.328125 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -60710.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60735.378906 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -60735.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60756.109375 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -60756.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60771.816406 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -60771.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60787.339844 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -60787.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60807.875000 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -60807.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -60834.578125 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -60834.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60860.988281 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -60860.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60884.027344 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -60884.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60907.089844 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -60907.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60920.226562 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -60920.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60928.085938 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -60928.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60936.289062 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -60936.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -60941.558594 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -60941.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60946.714844 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -60946.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60957.597656 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -60957.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -60971.089844 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -60971.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60980.480469 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -60980.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60989.046875 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -60989.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -60993.437500 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -60993.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60996.640625 Penalty: 635.524902
	Iteration 24Q: 3 clusters Score -60996.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61001.492188 Penalty: 635.524902
	Iteration 25Q: 3 clusters Score -61001.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61003.804688 Penalty: 635.524902
	Iteration 26Q: 3 clusters Score -61003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61007.347656 Penalty: 635.524902
	Iteration 27Q: 3 clusters Score -61007.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61011.207031 Penalty: 635.524902
	Iteration 28Q: 3 clusters Score -61011.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -61014.703125 Penalty: 635.524902
	Iteration 29Q: 3 clusters Score -61014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61023.515625 Penalty: 635.524902
	Iteration 30Q: 3 clusters Score -61023.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61032.199219 Penalty: 635.524902
	Iteration 31Q: 3 clusters Score -61032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -61045.203125 Penalty: 635.524902
	Iteration 32Q: 3 clusters Score -61045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61055.832031 Penalty: 635.524902
	Iteration 33Q: 3 clusters Score -61055.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61068.394531 Penalty: 635.524902
	Iteration 34Q: 3 clusters Score -61068.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -61085.816406 Penalty: 635.524902
	Iteration 35Q: 3 clusters Score -61085.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -61102.437500 Penalty: 635.524902
	Iteration 36Q: 3 clusters Score -61102.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -61105.562500 Penalty: 635.524902
	Iteration 37Q: 3 clusters Score -61105.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -61106.808594 Penalty: 635.524902
	Iteration 38Q: 3 clusters Score -61106.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -61107.644531 Penalty: 635.524902
	Iteration 39Q: 3 clusters Score -61107.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -61108.488281 Penalty: 635.524902
	Iteration 40F: 3 clusters Score -61108.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -82760.187500 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -82760.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -81735.632812 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -81735.63 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -82231.476562 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -82231.48 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -82371.609375 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -82371.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -82479.835938 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -82479.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -82567.679688 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -82567.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -82624.328125 Penalty: 656.452942
	Iteration 5Q: 3 clusters Score -82624.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -82661.351562 Penalty: 656.452942
	Iteration 6Q: 3 clusters Score -82661.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -82683.437500 Penalty: 656.452942
	Iteration 7Q: 3 clusters Score -82683.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -82701.335938 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -82701.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -82710.734375 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -82710.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -82716.015625 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -82716.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -82718.898438 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -82718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -82721.750000 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -82721.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82724.093750 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -82724.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82725.406250 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -82725.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82726.820312 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -82726.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82727.273438 Penalty: 656.452942
	Iteration 16Q: 3 clusters Score -82727.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82727.750000 Penalty: 656.452942
	Iteration 17Q: 3 clusters Score -82727.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -82727.750000 Penalty: 656.452942
	Iteration 18F: 3 clusters Score -82727.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (111440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Entering Unmasked Estep 
Score: -6708308.500000 Penalty: 528.766479
	Iteration 0F: 2 clusters Score -6708308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -6634767.000000 Penalty: 1057.532959
	Iteration 0F: 3 clusters Score -6634767 nChanged 54534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -6668146.500000 Penalty: 1057.532959
	Iteration 1F: 3 clusters Score -6668146 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -6670263.000000 Penalty: 1057.532959
	Iteration 2Q: 3 clusters Score -6670263 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -6673668.500000 Penalty: 1057.532959
	Iteration 3F: 3 clusters Score -6673668 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6678783.500000 Penalty: 1057.532959
	Iteration 4F: 3 clusters Score -6678784 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -6685880.500000 Penalty: 1057.532959
	Iteration 5F: 3 clusters Score -6685880 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6693616.500000 Penalty: 1057.532959
	Iteration 6F: 3 clusters Score -6693616 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6698345.500000 Penalty: 1057.532959
	Iteration 7F: 3 clusters Score -6698346 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -6700060.500000 Penalty: 1057.532959
	Iteration 8Q: 3 clusters Score -6700060 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6700930.500000 Penalty: 1057.532959
	Iteration 9Q: 3 clusters Score -6700930 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6701595.000000 Penalty: 1057.532959
	Iteration 10Q: 3 clusters Score -6701595 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -6702153.500000 Penalty: 1057.532959
	Iteration 11Q: 3 clusters Score -6702154 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6702704.500000 Penalty: 1057.532959
	Iteration 12Q: 3 clusters Score -6702704 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6703156.000000 Penalty: 1057.532959
	Iteration 13Q: 3 clusters Score -6703156 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -6703542.000000 Penalty: 1057.532959
	Iteration 14Q: 3 clusters Score -6703542 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6703848.000000 Penalty: 1057.532959
	Iteration 15Q: 3 clusters Score -6703848 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -6704121.500000 Penalty: 1057.532959
	Iteration 16Q: 3 clusters Score -6704122 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -6704389.000000 Penalty: 1057.532959
	Iteration 17Q: 3 clusters Score -6704389 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -6704654.000000 Penalty: 1057.532959
	Iteration 18Q: 3 clusters Score -6704654 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6704927.500000 Penalty: 1057.532959
	Iteration 19Q: 3 clusters Score -6704928 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -6705127.000000 Penalty: 1057.532959
	Iteration 20F: 3 clusters Score -6705127 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6705397.000000 Penalty: 1057.532959
	Iteration 21Q: 3 clusters Score -6705397 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6705620.000000 Penalty: 1057.532959
	Iteration 22Q: 3 clusters Score -6705620 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -6705933.000000 Penalty: 1057.532959
	Iteration 23Q: 3 clusters Score -6705933 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -6706264.000000 Penalty: 1057.532959
	Iteration 24Q: 3 clusters Score -6706264 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6706569.500000 Penalty: 1057.532959
	Iteration 25Q: 3 clusters Score -6706570 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -6706886.000000 Penalty: 1057.532959
	Iteration 26Q: 3 clusters Score -6706886 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -6707218.000000 Penalty: 1057.532959
	Iteration 27Q: 3 clusters Score -6707218 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -6707451.000000 Penalty: 1057.532959
	Iteration 28Q: 3 clusters Score -6707451 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -6707727.000000 Penalty: 1057.532959
	Iteration 29Q: 3 clusters Score -6707727 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6707916.000000 Penalty: 1057.532959
	Iteration 30Q: 3 clusters Score -6707916 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6708018.500000 Penalty: 1057.532959
	Iteration 31Q: 3 clusters Score -6708018 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6708131.500000 Penalty: 1057.532959
	Iteration 32Q: 3 clusters Score -6708132 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6708213.000000 Penalty: 1057.532959
	Iteration 33Q: 3 clusters Score -6708213 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6708232.500000 Penalty: 1057.532959
	Iteration 34Q: 3 clusters Score -6708232 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6708231.000000 Penalty: 1057.532959
	Iteration 35Q: 3 clusters Score -6708231 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6708251.500000 Penalty: 1057.532959
	Iteration 36Q: 3 clusters Score -6708252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6708202.500000 Penalty: 1057.532959
	Iteration 37Q: 3 clusters Score -6708202 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6708166.000000 Penalty: 1057.532959
	Iteration 38Q: 3 clusters Score -6708166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6708156.000000 Penalty: 1057.532959
	Iteration 39Q: 3 clusters Score -6708156 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6708170.500000 Penalty: 1057.532959
	Iteration 40F: 3 clusters Score -6708170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6708121.500000 Penalty: 1057.532959
	Iteration 41Q: 3 clusters Score -6708122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6708110.500000 Penalty: 1057.532959
	Iteration 42Q: 3 clusters Score -6708110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6708084.500000 Penalty: 1057.532959
	Iteration 43Q: 3 clusters Score -6708084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6708081.000000 Penalty: 1057.532959
	Iteration 44Q: 3 clusters Score -6708081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6708063.000000 Penalty: 1057.532959
	Iteration 45Q: 3 clusters Score -6708063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110997 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6708058.000000 Penalty: 1057.532959
	Iteration 46Q: 3 clusters Score -6708058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111034 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6708062.500000 Penalty: 1057.532959
	Iteration 47Q: 3 clusters Score -6708062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6708060.500000 Penalty: 1057.532959
	Iteration 48Q: 3 clusters Score -6708060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111092 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6708064.000000 Penalty: 1057.532959
	Iteration 49Q: 3 clusters Score -6708064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111111 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6708050.000000 Penalty: 1057.532959
	Iteration 50Q: 3 clusters Score -6708050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6708048.500000 Penalty: 1057.532959
	Iteration 51Q: 3 clusters Score -6708048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111136 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6708044.500000 Penalty: 1057.532959
	Iteration 52Q: 3 clusters Score -6708044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111144 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6708049.500000 Penalty: 1057.532959
	Iteration 53Q: 3 clusters Score -6708050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6708043.000000 Penalty: 1057.532959
	Iteration 54Q: 3 clusters Score -6708043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6708039.000000 Penalty: 1057.532959
	Iteration 55Q: 3 clusters Score -6708039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6708034.500000 Penalty: 1057.532959
	Iteration 56Q: 3 clusters Score -6708034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6708037.500000 Penalty: 1057.532959
	Iteration 57Q: 3 clusters Score -6708038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6708033.500000 Penalty: 1057.532959
	Iteration 58Q: 3 clusters Score -6708034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6708030.500000 Penalty: 1057.532959
	Iteration 59Q: 3 clusters Score -6708030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6708034.500000 Penalty: 1057.532959
	Iteration 60F: 3 clusters Score -6708034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6708039.000000 Penalty: 1057.532959
	Iteration 61Q: 3 clusters Score -6708039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6708033.000000 Penalty: 1057.532959
	Iteration 62Q: 3 clusters Score -6708033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6708036.500000 Penalty: 1057.532959
	Iteration 63Q: 3 clusters Score -6708036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6708036.000000 Penalty: 1057.532959
	Iteration 64Q: 3 clusters Score -6708036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6708035.000000 Penalty: 1057.532959
	Iteration 65Q: 3 clusters Score -6708035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6708037.000000 Penalty: 1057.532959
	Iteration 66Q: 3 clusters Score -6708037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6708037.000000 Penalty: 1057.532959
	Iteration 67F: 3 clusters Score -6708037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -15047.582031 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -15047.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14722.338867 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -14722.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14824.179688 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -14824.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14842.448242 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -14842.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14846.833008 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -14846.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14850.003906 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -14850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14850.493164 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -14850.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14850.493164 Penalty: 501.722015
	Iteration 6F: 3 clusters Score -14850.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (100599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Entering Unmasked Estep 
Score: -5983261.500000 Penalty: 524.109863
	Iteration 0F: 2 clusters Score -5983262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -5915420.000000 Penalty: 1048.219727
	Iteration 0F: 3 clusters Score -5915420 nChanged 49267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -5946488.000000 Penalty: 1048.219727
	Iteration 1F: 3 clusters Score -5946488 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5948710.500000 Penalty: 1048.219727
	Iteration 2Q: 3 clusters Score -5948710 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -5951923.500000 Penalty: 1048.219727
	Iteration 3F: 3 clusters Score -5951924 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -5956192.500000 Penalty: 1048.219727
	Iteration 4F: 3 clusters Score -5956192 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5961348.500000 Penalty: 1048.219727
	Iteration 5F: 3 clusters Score -5961348 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -5966046.000000 Penalty: 1048.219727
	Iteration 6F: 3 clusters Score -5966046 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -5969625.000000 Penalty: 1048.219727
	Iteration 7F: 3 clusters Score -5969625 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5971664.500000 Penalty: 1048.219727
	Iteration 8Q: 3 clusters Score -5971664 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -5972833.500000 Penalty: 1048.219727
	Iteration 9Q: 3 clusters Score -5972834 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -5973793.500000 Penalty: 1048.219727
	Iteration 10Q: 3 clusters Score -5973794 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -5974750.500000 Penalty: 1048.219727
	Iteration 11Q: 3 clusters Score -5974750 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -5975554.500000 Penalty: 1048.219727
	Iteration 12Q: 3 clusters Score -5975554 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -5976163.000000 Penalty: 1048.219727
	Iteration 13Q: 3 clusters Score -5976163 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -5976586.500000 Penalty: 1048.219727
	Iteration 14Q: 3 clusters Score -5976586 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -5976913.500000 Penalty: 1048.219727
	Iteration 15Q: 3 clusters Score -5976914 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -5977202.000000 Penalty: 1048.219727
	Iteration 16Q: 3 clusters Score -5977202 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -5977453.500000 Penalty: 1048.219727
	Iteration 17Q: 3 clusters Score -5977454 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -5977700.000000 Penalty: 1048.219727
	Iteration 18Q: 3 clusters Score -5977700 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -5977934.500000 Penalty: 1048.219727
	Iteration 19Q: 3 clusters Score -5977934 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -5978149.000000 Penalty: 1048.219727
	Iteration 20F: 3 clusters Score -5978149 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -5978382.500000 Penalty: 1048.219727
	Iteration 21Q: 3 clusters Score -5978382 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -5978675.500000 Penalty: 1048.219727
	Iteration 22Q: 3 clusters Score -5978676 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -5978961.000000 Penalty: 1048.219727
	Iteration 23Q: 3 clusters Score -5978961 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -5979293.500000 Penalty: 1048.219727
	Iteration 24Q: 3 clusters Score -5979294 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -5979621.000000 Penalty: 1048.219727
	Iteration 25Q: 3 clusters Score -5979621 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -5979940.500000 Penalty: 1048.219727
	Iteration 26Q: 3 clusters Score -5979940 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -5980208.500000 Penalty: 1048.219727
	Iteration 27Q: 3 clusters Score -5980208 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -5980461.000000 Penalty: 1048.219727
	Iteration 28Q: 3 clusters Score -5980461 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -5980753.500000 Penalty: 1048.219727
	Iteration 29Q: 3 clusters Score -5980754 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -5981010.000000 Penalty: 1048.219727
	Iteration 30Q: 3 clusters Score -5981010 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -5981279.000000 Penalty: 1048.219727
	Iteration 31Q: 3 clusters Score -5981279 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -5981540.000000 Penalty: 1048.219727
	Iteration 32Q: 3 clusters Score -5981540 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -5981765.000000 Penalty: 1048.219727
	Iteration 33Q: 3 clusters Score -5981765 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -5981955.500000 Penalty: 1048.219727
	Iteration 34Q: 3 clusters Score -5981956 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -5982085.500000 Penalty: 1048.219727
	Iteration 35Q: 3 clusters Score -5982086 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -5982240.500000 Penalty: 1048.219727
	Iteration 36Q: 3 clusters Score -5982240 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -5982416.500000 Penalty: 1048.219727
	Iteration 37Q: 3 clusters Score -5982416 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -5982558.000000 Penalty: 1048.219727
	Iteration 38Q: 3 clusters Score -5982558 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -5982697.000000 Penalty: 1048.219727
	Iteration 39Q: 3 clusters Score -5982697 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -5982829.000000 Penalty: 1048.219727
	Iteration 40F: 3 clusters Score -5982829 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -5982889.500000 Penalty: 1048.219727
	Iteration 41Q: 3 clusters Score -5982890 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -5982977.000000 Penalty: 1048.219727
	Iteration 42Q: 3 clusters Score -5982977 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -5983003.000000 Penalty: 1048.219727
	Iteration 43Q: 3 clusters Score -5983003 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -5983050.500000 Penalty: 1048.219727
	Iteration 44Q: 3 clusters Score -5983050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -5983113.500000 Penalty: 1048.219727
	Iteration 45Q: 3 clusters Score -5983114 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -5983164.500000 Penalty: 1048.219727
	Iteration 46Q: 3 clusters Score -5983164 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -5983195.000000 Penalty: 1048.219727
	Iteration 47Q: 3 clusters Score -5983195 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -5983228.500000 Penalty: 1048.219727
	Iteration 48Q: 3 clusters Score -5983228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -5983237.500000 Penalty: 1048.219727
	Iteration 49Q: 3 clusters Score -5983238 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -5983251.500000 Penalty: 1048.219727
	Iteration 50Q: 3 clusters Score -5983252 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -5983272.500000 Penalty: 1048.219727
	Iteration 51Q: 3 clusters Score -5983272 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -5983325.500000 Penalty: 1048.219727
	Iteration 52Q: 3 clusters Score -5983326 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -5983333.000000 Penalty: 1048.219727
	Iteration 53Q: 3 clusters Score -5983333 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -5983342.000000 Penalty: 1048.219727
	Iteration 54Q: 3 clusters Score -5983342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -5983369.500000 Penalty: 1048.219727
	Iteration 55Q: 3 clusters Score -5983370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -5983375.500000 Penalty: 1048.219727
	Iteration 56Q: 3 clusters Score -5983376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -5983383.500000 Penalty: 1048.219727
	Iteration 57Q: 3 clusters Score -5983384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -5983394.000000 Penalty: 1048.219727
	Iteration 58Q: 3 clusters Score -5983394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -5983417.500000 Penalty: 1048.219727
	Iteration 59Q: 3 clusters Score -5983418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -5983440.000000 Penalty: 1048.219727
	Iteration 60F: 3 clusters Score -5983440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -5983438.000000 Penalty: 1048.219727
	Iteration 61Q: 3 clusters Score -5983438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -5983429.000000 Penalty: 1048.219727
	Iteration 62Q: 3 clusters Score -5983429 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -5983440.000000 Penalty: 1048.219727
	Iteration 63Q: 3 clusters Score -5983440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -5983444.000000 Penalty: 1048.219727
	Iteration 64Q: 3 clusters Score -5983444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -5983428.500000 Penalty: 1048.219727
	Iteration 65Q: 3 clusters Score -5983428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -5983417.000000 Penalty: 1048.219727
	Iteration 66Q: 3 clusters Score -5983417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -5983422.000000 Penalty: 1048.219727
	Iteration 67Q: 3 clusters Score -5983422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -5983423.000000 Penalty: 1048.219727
	Iteration 68Q: 3 clusters Score -5983423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -5983414.500000 Penalty: 1048.219727
	Iteration 69Q: 3 clusters Score -5983414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -5983421.500000 Penalty: 1048.219727
	Iteration 70Q: 3 clusters Score -5983422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -5983439.500000 Penalty: 1048.219727
	Iteration 71Q: 3 clusters Score -5983440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -5983434.500000 Penalty: 1048.219727
	Iteration 72Q: 3 clusters Score -5983434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -5983432.000000 Penalty: 1048.219727
	Iteration 73Q: 3 clusters Score -5983432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -5983441.000000 Penalty: 1048.219727
	Iteration 74Q: 3 clusters Score -5983441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -5983441.000000 Penalty: 1048.219727
	Iteration 75Q: 3 clusters Score -5983441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -5983438.000000 Penalty: 1048.219727
	Iteration 76Q: 3 clusters Score -5983438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -5983433.000000 Penalty: 1048.219727
	Iteration 77Q: 3 clusters Score -5983433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -5983437.000000 Penalty: 1048.219727
	Iteration 78Q: 3 clusters Score -5983437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 98730 members 
Entering Unmasked Estep 
Score: -5983438.500000 Penalty: 1048.219727
	Iteration 79Q: 3 clusters Score -5983438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -5983445.500000 Penalty: 1048.219727
	Iteration 80F: 3 clusters Score -5983446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -5983447.500000 Penalty: 1048.219727
	Iteration 81Q: 3 clusters Score -5983448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -5983440.000000 Penalty: 1048.219727
	Iteration 82Q: 3 clusters Score -5983440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -5983442.000000 Penalty: 1048.219727
	Iteration 83Q: 3 clusters Score -5983442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -5983441.500000 Penalty: 1048.219727
	Iteration 84Q: 3 clusters Score -5983442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -5983453.000000 Penalty: 1048.219727
	Iteration 85Q: 3 clusters Score -5983453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -5983456.500000 Penalty: 1048.219727
	Iteration 86Q: 3 clusters Score -5983456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -5983449.000000 Penalty: 1048.219727
	Iteration 87Q: 3 clusters Score -5983449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -5983453.500000 Penalty: 1048.219727
	Iteration 88Q: 3 clusters Score -5983454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -5983456.500000 Penalty: 1048.219727
	Iteration 89Q: 3 clusters Score -5983456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -5983458.000000 Penalty: 1048.219727
	Iteration 90Q: 3 clusters Score -5983458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -5983451.500000 Penalty: 1048.219727
	Iteration 91Q: 3 clusters Score -5983452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -5983457.500000 Penalty: 1048.219727
	Iteration 92Q: 3 clusters Score -5983458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -5983458.000000 Penalty: 1048.219727
	Iteration 93Q: 3 clusters Score -5983458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -5983455.000000 Penalty: 1048.219727
	Iteration 94Q: 3 clusters Score -5983455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -5983448.500000 Penalty: 1048.219727
	Iteration 95Q: 3 clusters Score -5983448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -5983451.500000 Penalty: 1048.219727
	Iteration 96Q: 3 clusters Score -5983452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -5983453.500000 Penalty: 1048.219727
	Iteration 97Q: 3 clusters Score -5983454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -5983453.500000 Penalty: 1048.219727
	Iteration 98Q: 3 clusters Score -5983454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -5983458.500000 Penalty: 1048.219727
	Iteration 99Q: 3 clusters Score -5983458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -5983459.000000 Penalty: 1048.219727
	Iteration 100F: 3 clusters Score -5983459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -5983456.500000 Penalty: 1048.219727
	Iteration 101Q: 3 clusters Score -5983456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -5983462.500000 Penalty: 1048.219727
	Iteration 102Q: 3 clusters Score -5983462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -5983459.500000 Penalty: 1048.219727
	Iteration 103Q: 3 clusters Score -5983460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -5983459.500000 Penalty: 1048.219727
	Iteration 104Q: 3 clusters Score -5983460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -5983461.500000 Penalty: 1048.219727
	Iteration 105Q: 3 clusters Score -5983462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -5983462.500000 Penalty: 1048.219727
	Iteration 106Q: 3 clusters Score -5983462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -5983468.500000 Penalty: 1048.219727
	Iteration 107Q: 3 clusters Score -5983468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -5983470.000000 Penalty: 1048.219727
	Iteration 108Q: 3 clusters Score -5983470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -5983470.000000 Penalty: 1048.219727
	Iteration 109F: 3 clusters Score -5983470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 681 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Entering Unmasked Estep 
Score: -58184228.000000 Penalty: 38390.820312
Splitting cluster 25 changes total score from -58183660.000000 to -58184228.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 26 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -39197.144531 Penalty: 296.822083
	Iteration 0F: 2 clusters Score -39197.14 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 365 members 
Entering Unmasked Estep 
Score: -38599.386719 Penalty: 593.644165
	Iteration 0F: 3 clusters Score -38599.39 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38888.140625 Penalty: 593.644165
	Iteration 1F: 3 clusters Score -38888.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39004.933594 Penalty: 593.644165
	Iteration 2F: 3 clusters Score -39004.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39073.453125 Penalty: 593.644165
	Iteration 3F: 3 clusters Score -39073.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39113.507812 Penalty: 593.644165
	Iteration 4F: 3 clusters Score -39113.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39134.292969 Penalty: 593.644165
	Iteration 5Q: 3 clusters Score -39134.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39157.125000 Penalty: 593.644165
	Iteration 6Q: 3 clusters Score -39157.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39190.464844 Penalty: 593.644165
	Iteration 7Q: 3 clusters Score -39190.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39220.500000 Penalty: 593.644165
	Iteration 8Q: 3 clusters Score -39220.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39243.000000 Penalty: 593.644165
	Iteration 9Q: 3 clusters Score -39243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39250.871094 Penalty: 593.644165
	Iteration 10Q: 3 clusters Score -39250.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39252.171875 Penalty: 593.644165
	Iteration 11Q: 3 clusters Score -39252.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39254.382812 Penalty: 593.644165
	Iteration 12Q: 3 clusters Score -39254.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39255.640625 Penalty: 593.644165
	Iteration 13Q: 3 clusters Score -39255.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39257.562500 Penalty: 593.644165
	Iteration 14Q: 3 clusters Score -39257.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39257.863281 Penalty: 593.644165
	Iteration 15Q: 3 clusters Score -39257.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39257.863281 Penalty: 593.644165
	Iteration 16F: 3 clusters Score -39257.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Entering Unmasked Estep 
Score: -58183912.000000 Penalty: 39020.175781
Splitting cluster 26 changes total score from -58183660.000000 to -58183912.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13494.374023 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -13494.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13200.765625 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -13200.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13355.299805 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -13355.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13415.366211 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -13415.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13437.605469 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -13437.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13456.680664 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -13456.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13461.700195 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -13461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13477.988281 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -13477.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13499.416016 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -13499.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13511.757812 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -13511.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13515.173828 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -13515.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13515.990234 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -13515.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13517.400391 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -13517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13517.400391 Penalty: 513.413574
	Iteration 12F: 3 clusters Score -13517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 119 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 163 members 
Entering Unmasked Estep 
Score: -58183512.000000 Penalty: 39649.535156
Splitting cluster 27 changes total score from -58183660.000000 to -58183512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -338697.781250 Penalty: 393.613647
	Iteration 0F: 2 clusters Score -338697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -334778.531250 Penalty: 787.227295
	Iteration 0F: 3 clusters Score -334778.5 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -336278.093750 Penalty: 787.227295
	Iteration 1F: 3 clusters Score -336278.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -336436.781250 Penalty: 787.227295
	Iteration 2F: 3 clusters Score -336436.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -336660.187500 Penalty: 787.227295
	Iteration 3F: 3 clusters Score -336660.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -336939.125000 Penalty: 787.227295
	Iteration 4F: 3 clusters Score -336939.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -337245.718750 Penalty: 787.227295
	Iteration 5F: 3 clusters Score -337245.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -337574.093750 Penalty: 787.227295
	Iteration 6F: 3 clusters Score -337574.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -337850.625000 Penalty: 787.227295
	Iteration 7F: 3 clusters Score -337850.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -338021.312500 Penalty: 787.227295
	Iteration 8Q: 3 clusters Score -338021.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -338123.281250 Penalty: 787.227295
	Iteration 9Q: 3 clusters Score -338123.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -338169.375000 Penalty: 787.227295
	Iteration 10Q: 3 clusters Score -338169.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -338194.531250 Penalty: 787.227295
	Iteration 11Q: 3 clusters Score -338194.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -338216.437500 Penalty: 787.227295
	Iteration 12Q: 3 clusters Score -338216.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -338238.343750 Penalty: 787.227295
	Iteration 13Q: 3 clusters Score -338238.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -338256.343750 Penalty: 787.227295
	Iteration 14Q: 3 clusters Score -338256.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -338264.218750 Penalty: 787.227295
	Iteration 15Q: 3 clusters Score -338264.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -338269.281250 Penalty: 787.227295
	Iteration 16Q: 3 clusters Score -338269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -338270.218750 Penalty: 787.227295
	Iteration 17Q: 3 clusters Score -338270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -338271.000000 Penalty: 787.227295
	Iteration 18Q: 3 clusters Score -338271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -338270.750000 Penalty: 787.227295
	Iteration 19Q: 3 clusters Score -338270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -338272.531250 Penalty: 787.227295
	Iteration 20F: 3 clusters Score -338272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -338273.937500 Penalty: 787.227295
	Iteration 21Q: 3 clusters Score -338273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -338273.906250 Penalty: 787.227295
	Iteration 22Q: 3 clusters Score -338273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -338274.593750 Penalty: 787.227295
	Iteration 23Q: 3 clusters Score -338274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -338274.656250 Penalty: 787.227295
	Iteration 24Q: 3 clusters Score -338274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -338274.656250 Penalty: 787.227295
	Iteration 25F: 3 clusters Score -338274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114978 members 
Entering Unmasked Estep 
Score: -6773240.000000 Penalty: 530.188599
	Iteration 0F: 2 clusters Score -6773240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -6695525.500000 Penalty: 1060.377197
	Iteration 0F: 3 clusters Score -6695526 nChanged 56390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6731721.000000 Penalty: 1060.377197
	Iteration 1F: 3 clusters Score -6731721 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6734548.500000 Penalty: 1060.377197
	Iteration 2F: 3 clusters Score -6734548 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6738859.000000 Penalty: 1060.377197
	Iteration 3F: 3 clusters Score -6738859 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6744508.000000 Penalty: 1060.377197
	Iteration 4F: 3 clusters Score -6744508 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6749985.000000 Penalty: 1060.377197
	Iteration 5F: 3 clusters Score -6749985 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6752985.500000 Penalty: 1060.377197
	Iteration 6F: 3 clusters Score -6752986 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -6754061.500000 Penalty: 1060.377197
	Iteration 7Q: 3 clusters Score -6754062 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -6754544.500000 Penalty: 1060.377197
	Iteration 8Q: 3 clusters Score -6754544 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6754968.000000 Penalty: 1060.377197
	Iteration 9Q: 3 clusters Score -6754968 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -6755350.000000 Penalty: 1060.377197
	Iteration 10Q: 3 clusters Score -6755350 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6755859.000000 Penalty: 1060.377197
	Iteration 11Q: 3 clusters Score -6755859 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6756433.000000 Penalty: 1060.377197
	Iteration 12Q: 3 clusters Score -6756433 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -6757113.000000 Penalty: 1060.377197
	Iteration 13Q: 3 clusters Score -6757113 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -6757887.500000 Penalty: 1060.377197
	Iteration 14Q: 3 clusters Score -6757888 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -6758806.000000 Penalty: 1060.377197
	Iteration 15Q: 3 clusters Score -6758806 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6759976.500000 Penalty: 1060.377197
	Iteration 16Q: 3 clusters Score -6759976 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -6761116.000000 Penalty: 1060.377197
	Iteration 17Q: 3 clusters Score -6761116 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -6762418.000000 Penalty: 1060.377197
	Iteration 18Q: 3 clusters Score -6762418 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -6763729.000000 Penalty: 1060.377197
	Iteration 19Q: 3 clusters Score -6763729 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -6765010.000000 Penalty: 1060.377197
	Iteration 20F: 3 clusters Score -6765010 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -6766234.000000 Penalty: 1060.377197
	Iteration 21Q: 3 clusters Score -6766234 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -6767475.500000 Penalty: 1060.377197
	Iteration 22Q: 3 clusters Score -6767476 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -6768585.500000 Penalty: 1060.377197
	Iteration 23Q: 3 clusters Score -6768586 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -6769615.500000 Penalty: 1060.377197
	Iteration 24Q: 3 clusters Score -6769616 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -6770451.000000 Penalty: 1060.377197
	Iteration 25Q: 3 clusters Score -6770451 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6771171.000000 Penalty: 1060.377197
	Iteration 26Q: 3 clusters Score -6771171 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6771730.500000 Penalty: 1060.377197
	Iteration 27Q: 3 clusters Score -6771730 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6772115.500000 Penalty: 1060.377197
	Iteration 28Q: 3 clusters Score -6772116 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6772388.000000 Penalty: 1060.377197
	Iteration 29Q: 3 clusters Score -6772388 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112848 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6772548.500000 Penalty: 1060.377197
	Iteration 30Q: 3 clusters Score -6772548 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6772701.000000 Penalty: 1060.377197
	Iteration 31Q: 3 clusters Score -6772701 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6772776.000000 Penalty: 1060.377197
	Iteration 32Q: 3 clusters Score -6772776 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6772875.500000 Penalty: 1060.377197
	Iteration 33Q: 3 clusters Score -6772876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6772923.500000 Penalty: 1060.377197
	Iteration 34Q: 3 clusters Score -6772924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6772950.000000 Penalty: 1060.377197
	Iteration 35Q: 3 clusters Score -6772950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6772987.500000 Penalty: 1060.377197
	Iteration 36Q: 3 clusters Score -6772988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114006 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6772978.500000 Penalty: 1060.377197
	Iteration 37Q: 3 clusters Score -6772978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6772991.500000 Penalty: 1060.377197
	Iteration 38Q: 3 clusters Score -6772992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6772999.500000 Penalty: 1060.377197
	Iteration 39Q: 3 clusters Score -6773000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6773017.500000 Penalty: 1060.377197
	Iteration 40F: 3 clusters Score -6773018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6773033.500000 Penalty: 1060.377197
	Iteration 41Q: 3 clusters Score -6773034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114209 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6773030.000000 Penalty: 1060.377197
	Iteration 42Q: 3 clusters Score -6773030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6773037.500000 Penalty: 1060.377197
	Iteration 43Q: 3 clusters Score -6773038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114251 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6773030.500000 Penalty: 1060.377197
	Iteration 44Q: 3 clusters Score -6773030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114269 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6773025.000000 Penalty: 1060.377197
	Iteration 45Q: 3 clusters Score -6773025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114278 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6773030.000000 Penalty: 1060.377197
	Iteration 46Q: 3 clusters Score -6773030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6773032.500000 Penalty: 1060.377197
	Iteration 47Q: 3 clusters Score -6773032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6773030.500000 Penalty: 1060.377197
	Iteration 48Q: 3 clusters Score -6773030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6773034.500000 Penalty: 1060.377197
	Iteration 49Q: 3 clusters Score -6773034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6773031.500000 Penalty: 1060.377197
	Iteration 50Q: 3 clusters Score -6773032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6773032.000000 Penalty: 1060.377197
	Iteration 51Q: 3 clusters Score -6773032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114287 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6773033.000000 Penalty: 1060.377197
	Iteration 52Q: 3 clusters Score -6773033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6773032.000000 Penalty: 1060.377197
	Iteration 53Q: 3 clusters Score -6773032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6773030.500000 Penalty: 1060.377197
	Iteration 54Q: 3 clusters Score -6773030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6773039.000000 Penalty: 1060.377197
	Iteration 55Q: 3 clusters Score -6773039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6773035.000000 Penalty: 1060.377197
	Iteration 56Q: 3 clusters Score -6773035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6773035.000000 Penalty: 1060.377197
	Iteration 57F: 3 clusters Score -6773035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -37622.410156 Penalty: 298.203979
	Iteration 0F: 2 clusters Score -37622.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36994.281250 Penalty: 596.407959
	Iteration 0F: 3 clusters Score -36994.28 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37287.042969 Penalty: 596.407959
	Iteration 1F: 3 clusters Score -37287.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37499.097656 Penalty: 596.407959
	Iteration 2F: 3 clusters Score -37499.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37660.046875 Penalty: 596.407959
	Iteration 3F: 3 clusters Score -37660.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37772.335938 Penalty: 596.407959
	Iteration 4F: 3 clusters Score -37772.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37835.910156 Penalty: 596.407959
	Iteration 5Q: 3 clusters Score -37835.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37866.613281 Penalty: 596.407959
	Iteration 6Q: 3 clusters Score -37866.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37876.449219 Penalty: 596.407959
	Iteration 7Q: 3 clusters Score -37876.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37881.023438 Penalty: 596.407959
	Iteration 8Q: 3 clusters Score -37881.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37882.796875 Penalty: 596.407959
	Iteration 9Q: 3 clusters Score -37882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37882.796875 Penalty: 596.407959
	Iteration 10F: 3 clusters Score -37882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Entering Unmasked Estep 
Score: -58183904.000000 Penalty: 39649.535156
Splitting cluster 30 changes total score from -58183660.000000 to -58183904.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 31 (228632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228632 members 
Entering Unmasked Estep 
Score: -13633537.000000 Penalty: 561.463989
	Iteration 0F: 2 clusters Score -1.363354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -13521516.000000 Penalty: 1122.927979
	Iteration 0F: 3 clusters Score -1.352152e+07 nChanged 112796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128619 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -13590229.000000 Penalty: 1122.927979
	Iteration 1F: 3 clusters Score -1.359023e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -13592416.000000 Penalty: 1122.927979
	Iteration 2F: 3 clusters Score -1.359242e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -13596329.000000 Penalty: 1122.927979
	Iteration 3F: 3 clusters Score -1.359633e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -13603279.000000 Penalty: 1122.927979
	Iteration 4F: 3 clusters Score -1.360328e+07 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -13613613.000000 Penalty: 1122.927979
	Iteration 5F: 3 clusters Score -1.361361e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -13624068.000000 Penalty: 1122.927979
	Iteration 6F: 3 clusters Score -1.362407e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -13629149.000000 Penalty: 1122.927979
	Iteration 7F: 3 clusters Score -1.362915e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -13630409.000000 Penalty: 1122.927979
	Iteration 8Q: 3 clusters Score -1.363041e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -13630755.000000 Penalty: 1122.927979
	Iteration 9Q: 3 clusters Score -1.363076e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -13630974.000000 Penalty: 1122.927979
	Iteration 10Q: 3 clusters Score -1.363097e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -13631194.000000 Penalty: 1122.927979
	Iteration 11Q: 3 clusters Score -1.363119e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -13631465.000000 Penalty: 1122.927979
	Iteration 12Q: 3 clusters Score -1.363146e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -13631728.000000 Penalty: 1122.927979
	Iteration 13Q: 3 clusters Score -1.363173e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -13631861.000000 Penalty: 1122.927979
	Iteration 14Q: 3 clusters Score -1.363186e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -13632046.000000 Penalty: 1122.927979
	Iteration 15Q: 3 clusters Score -1.363205e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -13632228.000000 Penalty: 1122.927979
	Iteration 16Q: 3 clusters Score -1.363223e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -13632301.000000 Penalty: 1122.927979
	Iteration 17Q: 3 clusters Score -1.36323e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139222 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -13632508.000000 Penalty: 1122.927979
	Iteration 18Q: 3 clusters Score -1.363251e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136132 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -13632695.000000 Penalty: 1122.927979
	Iteration 19Q: 3 clusters Score -1.36327e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -13632965.000000 Penalty: 1122.927979
	Iteration 20F: 3 clusters Score -1.363296e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -13633385.000000 Penalty: 1122.927979
	Iteration 21Q: 3 clusters Score -1.363338e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -13633970.000000 Penalty: 1122.927979
	Iteration 22Q: 3 clusters Score -1.363397e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -13634351.000000 Penalty: 1122.927979
	Iteration 23Q: 3 clusters Score -1.363435e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119017 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -13634537.000000 Penalty: 1122.927979
	Iteration 24Q: 3 clusters Score -1.363454e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -13634325.000000 Penalty: 1122.927979
	Iteration 25Q: 3 clusters Score -1.363432e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -13633425.000000 Penalty: 1122.927979
	Iteration 26Q: 3 clusters Score -1.363342e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -13631940.000000 Penalty: 1122.927979
	Iteration 27Q: 3 clusters Score -1.363194e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 139491 members 
Entering Unmasked Estep 
Score: -13630398.000000 Penalty: 1122.927979
	Iteration 28Q: 3 clusters Score -1.36304e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 153426 members 
Entering Unmasked Estep 
Score: -13630283.000000 Penalty: 1122.927979
	Iteration 29F: 3 clusters Score -1.363028e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 168629 members 
Entering Unmasked Estep 
Score: -13630455.000000 Penalty: 1122.927979
	Iteration 30F: 3 clusters Score -1.363046e+07 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 184464 members 
Entering Unmasked Estep 
Score: -13633917.000000 Penalty: 1122.927979
	Iteration 31F: 3 clusters Score -1.363392e+07 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 199347 members 
Entering Unmasked Estep 
Score: -13635632.000000 Penalty: 1122.927979
	Iteration 32F: 3 clusters Score -1.363563e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 210939 members 
Entering Unmasked Estep 
Score: -13636790.000000 Penalty: 1122.927979
	Iteration 33F: 3 clusters Score -1.363679e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 218477 members 
Entering Unmasked Estep 
Score: -13635544.000000 Penalty: 1122.927979
	Iteration 34Q: 3 clusters Score -1.363554e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 222944 members 
Entering Unmasked Estep 
Score: -13634213.000000 Penalty: 1122.927979
	Iteration 35Q: 3 clusters Score -1.363421e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 225410 members 
Entering Unmasked Estep 
Score: -13633777.000000 Penalty: 1122.927979
	Iteration 36Q: 3 clusters Score -1.363378e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 226786 members 
Entering Unmasked Estep 
Score: -13633532.000000 Penalty: 1122.927979
	Iteration 37Q: 3 clusters Score -1.363353e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 227531 members 
Entering Unmasked Estep 
Score: -13633327.000000 Penalty: 1122.927979
	Iteration 38Q: 3 clusters Score -1.363333e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 227982 members 
Entering Unmasked Estep 
Score: -13633157.000000 Penalty: 1122.927979
	Iteration 39Q: 3 clusters Score -1.363316e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 228204 members 
Entering Unmasked Estep 
Score: -13633154.000000 Penalty: 1122.927979
	Iteration 40F: 3 clusters Score -1.363315e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 228324 members 
Entering Unmasked Estep 
Score: -13633171.000000 Penalty: 1122.927979
	Iteration 41Q: 3 clusters Score -1.363317e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228380 members 
Entering Unmasked Estep 
Score: -13633195.000000 Penalty: 1122.927979
	Iteration 42Q: 3 clusters Score -1.36332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228403 members 
Entering Unmasked Estep 
Score: -13633206.000000 Penalty: 1122.927979
	Iteration 43Q: 3 clusters Score -1.363321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228419 members 
Entering Unmasked Estep 
Score: -13633211.000000 Penalty: 1122.927979
	Iteration 44Q: 3 clusters Score -1.363321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 228425 members 
Entering Unmasked Estep 
Score: -13633201.000000 Penalty: 1122.927979
	Iteration 45Q: 3 clusters Score -1.36332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228430 members 
Entering Unmasked Estep 
Score: -13633207.000000 Penalty: 1122.927979
	Iteration 46Q: 3 clusters Score -1.363321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228434 members 
Entering Unmasked Estep 
Score: -13633218.000000 Penalty: 1122.927979
	Iteration 47Q: 3 clusters Score -1.363322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228435 members 
Entering Unmasked Estep 
Score: -13633213.000000 Penalty: 1122.927979
	Iteration 48Q: 3 clusters Score -1.363321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228437 members 
Entering Unmasked Estep 
Score: -13633212.000000 Penalty: 1122.927979
	Iteration 49Q: 3 clusters Score -1.363321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228438 members 
Entering Unmasked Estep 
Score: -13633218.000000 Penalty: 1122.927979
	Iteration 50Q: 3 clusters Score -1.363322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228437 members 
Entering Unmasked Estep 
Score: -13633243.000000 Penalty: 1122.927979
	Iteration 51Q: 3 clusters Score -1.363324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 228436 members 
Entering Unmasked Estep 
Score: -13633246.000000 Penalty: 1122.927979
	Iteration 52Q: 3 clusters Score -1.363325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 228441 members 
Entering Unmasked Estep 
Score: -13633251.000000 Penalty: 1122.927979
	Iteration 53Q: 3 clusters Score -1.363325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 228447 members 
Entering Unmasked Estep 
Score: -13633262.000000 Penalty: 1122.927979
	Iteration 54Q: 3 clusters Score -1.363326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 228454 members 
Entering Unmasked Estep 
Score: -13633247.000000 Penalty: 1122.927979
	Iteration 55Q: 3 clusters Score -1.363325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 228456 members 
Entering Unmasked Estep 
Score: -13633259.000000 Penalty: 1122.927979
	Iteration 56Q: 3 clusters Score -1.363326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228458 members 
Entering Unmasked Estep 
Score: -13633259.000000 Penalty: 1122.927979
	Iteration 57Q: 3 clusters Score -1.363326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -13633256.000000 Penalty: 1122.927979
	Iteration 58Q: 3 clusters Score -1.363326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -13633256.000000 Penalty: 1122.927979
	Iteration 59F: 3 clusters Score -1.363326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -135859.812500 Penalty: 351.422089
	Iteration 0F: 2 clusters Score -135859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -134239.593750 Penalty: 702.844177
	Iteration 0F: 3 clusters Score -134239.6 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -134855.562500 Penalty: 702.844177
	Iteration 1F: 3 clusters Score -134855.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134982.406250 Penalty: 702.844177
	Iteration 2F: 3 clusters Score -134982.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -135080.187500 Penalty: 702.844177
	Iteration 3F: 3 clusters Score -135080.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -135151.171875 Penalty: 702.844177
	Iteration 4F: 3 clusters Score -135151.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135223.703125 Penalty: 702.844177
	Iteration 5Q: 3 clusters Score -135223.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135311.171875 Penalty: 702.844177
	Iteration 6Q: 3 clusters Score -135311.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135376.437500 Penalty: 702.844177
	Iteration 7Q: 3 clusters Score -135376.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135419.468750 Penalty: 702.844177
	Iteration 8Q: 3 clusters Score -135419.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135454.687500 Penalty: 702.844177
	Iteration 9Q: 3 clusters Score -135454.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135487.250000 Penalty: 702.844177
	Iteration 10Q: 3 clusters Score -135487.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135519.156250 Penalty: 702.844177
	Iteration 11Q: 3 clusters Score -135519.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -135547.343750 Penalty: 702.844177
	Iteration 12Q: 3 clusters Score -135547.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135563.234375 Penalty: 702.844177
	Iteration 13Q: 3 clusters Score -135563.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135580.953125 Penalty: 702.844177
	Iteration 14Q: 3 clusters Score -135581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -135593.890625 Penalty: 702.844177
	Iteration 15Q: 3 clusters Score -135593.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135603.515625 Penalty: 702.844177
	Iteration 16Q: 3 clusters Score -135603.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135614.296875 Penalty: 702.844177
	Iteration 17Q: 3 clusters Score -135614.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135624.312500 Penalty: 702.844177
	Iteration 18Q: 3 clusters Score -135624.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135634.875000 Penalty: 702.844177
	Iteration 19Q: 3 clusters Score -135634.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135647.625000 Penalty: 702.844177
	Iteration 20F: 3 clusters Score -135647.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135669.437500 Penalty: 702.844177
	Iteration 21Q: 3 clusters Score -135669.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135695.687500 Penalty: 702.844177
	Iteration 22Q: 3 clusters Score -135695.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135723.890625 Penalty: 702.844177
	Iteration 23Q: 3 clusters Score -135723.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135746.265625 Penalty: 702.844177
	Iteration 24Q: 3 clusters Score -135746.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135758.640625 Penalty: 702.844177
	Iteration 25Q: 3 clusters Score -135758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -135768.156250 Penalty: 702.844177
	Iteration 26Q: 3 clusters Score -135768.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135778.937500 Penalty: 702.844177
	Iteration 27Q: 3 clusters Score -135778.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -135790.656250 Penalty: 702.844177
	Iteration 28Q: 3 clusters Score -135790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135799.578125 Penalty: 702.844177
	Iteration 29Q: 3 clusters Score -135799.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -135803.531250 Penalty: 702.844177
	Iteration 30Q: 3 clusters Score -135803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -135806.031250 Penalty: 702.844177
	Iteration 31Q: 3 clusters Score -135806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -135807.734375 Penalty: 702.844177
	Iteration 32Q: 3 clusters Score -135807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -135808.046875 Penalty: 702.844177
	Iteration 33Q: 3 clusters Score -135808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -135808.578125 Penalty: 702.844177
	Iteration 34Q: 3 clusters Score -135808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135809.218750 Penalty: 702.844177
	Iteration 35Q: 3 clusters Score -135809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -135809.843750 Penalty: 702.844177
	Iteration 36Q: 3 clusters Score -135809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135810.718750 Penalty: 702.844177
	Iteration 37Q: 3 clusters Score -135810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135811.015625 Penalty: 702.844177
	Iteration 38Q: 3 clusters Score -135811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135815.078125 Penalty: 702.844177
	Iteration 39F: 3 clusters Score -135815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -135816.046875 Penalty: 702.844177
	Iteration 40F: 3 clusters Score -135816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -135816.109375 Penalty: 702.844177
	Iteration 41Q: 3 clusters Score -135816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -135816.281250 Penalty: 702.844177
	Iteration 42Q: 3 clusters Score -135816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -135816.593750 Penalty: 702.844177
	Iteration 43Q: 3 clusters Score -135816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -135816.593750 Penalty: 702.844177
	Iteration 44F: 3 clusters Score -135816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -40565.406250 Penalty: 295.189636
	Iteration 0F: 2 clusters Score -40565.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39975.726562 Penalty: 590.379272
	Iteration 0F: 3 clusters Score -39975.73 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40169.722656 Penalty: 590.379272
	Iteration 1F: 3 clusters Score -40169.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40223.136719 Penalty: 590.379272
	Iteration 2F: 3 clusters Score -40223.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40243.636719 Penalty: 590.379272
	Iteration 3Q: 3 clusters Score -40243.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40260.226562 Penalty: 590.379272
	Iteration 4Q: 3 clusters Score -40260.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40274.738281 Penalty: 590.379272
	Iteration 5Q: 3 clusters Score -40274.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40288.640625 Penalty: 590.379272
	Iteration 6Q: 3 clusters Score -40288.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40300.421875 Penalty: 590.379272
	Iteration 7Q: 3 clusters Score -40300.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40306.796875 Penalty: 590.379272
	Iteration 8Q: 3 clusters Score -40306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40311.800781 Penalty: 590.379272
	Iteration 9Q: 3 clusters Score -40311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40318.460938 Penalty: 590.379272
	Iteration 10Q: 3 clusters Score -40318.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40323.199219 Penalty: 590.379272
	Iteration 11Q: 3 clusters Score -40323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40326.171875 Penalty: 590.379272
	Iteration 12Q: 3 clusters Score -40326.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40327.601562 Penalty: 590.379272
	Iteration 13Q: 3 clusters Score -40327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40328.128906 Penalty: 590.379272
	Iteration 14Q: 3 clusters Score -40328.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40328.828125 Penalty: 590.379272
	Iteration 15Q: 3 clusters Score -40328.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40329.472656 Penalty: 590.379272
	Iteration 16Q: 3 clusters Score -40329.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40330.441406 Penalty: 590.379272
	Iteration 17Q: 3 clusters Score -40330.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40330.898438 Penalty: 590.379272
	Iteration 18Q: 3 clusters Score -40330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40331.089844 Penalty: 590.379272
	Iteration 19Q: 3 clusters Score -40331.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40331.847656 Penalty: 590.379272
	Iteration 20F: 3 clusters Score -40331.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40332.570312 Penalty: 590.379272
	Iteration 21Q: 3 clusters Score -40332.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40332.824219 Penalty: 590.379272
	Iteration 22Q: 3 clusters Score -40332.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40332.824219 Penalty: 590.379272
	Iteration 23F: 3 clusters Score -40332.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -51943.328125 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -51943.33 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 426 members 
Entering Unmasked Estep 
Score: -51248.003906 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -51248 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51434.472656 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -51434.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -51475.281250 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -51475.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51507.832031 Penalty: 611.868774
	Iteration 3F: 3 clusters Score -51507.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51544.378906 Penalty: 611.868774
	Iteration 4Q: 3 clusters Score -51544.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -51582.367188 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -51582.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -51596.039062 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -51596.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -51603.644531 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -51603.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -51612.046875 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -51612.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -51620.046875 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -51620.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51627.781250 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -51627.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51633.328125 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -51633.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51634.527344 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -51634.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51635.308594 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -51635.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51635.742188 Penalty: 611.868774
	Iteration 14Q: 3 clusters Score -51635.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51637.125000 Penalty: 611.868774
	Iteration 15Q: 3 clusters Score -51637.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -51637.250000 Penalty: 611.868774
	Iteration 16Q: 3 clusters Score -51637.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -51637.250000 Penalty: 611.868774
	Iteration 17F: 3 clusters Score -51637.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -10643.406250 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -10643.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10383.787109 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -10383.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10593.164062 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -10593.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10649.229492 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -10649.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10664.714844 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -10664.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10671.454102 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -10671.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10677.375977 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -10677.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10683.140625 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -10683.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10683.979492 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -10683.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10683.979492 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -10683.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 98 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 215 members 
Entering Unmasked Estep 
Score: -58183580.000000 Penalty: 40278.890625
Splitting cluster 35 changes total score from -58183660.000000 to -58183580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3333.353516 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3333.354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3366.804932 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3366.805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3391.256836 Penalty: 381.258575
	Iteration 2F: 3 clusters Score -3391.257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -41383.144531 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -41383.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40759.519531 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -40759.52 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40923.777344 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -40923.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40954.277344 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -40954.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40965.054688 Penalty: 598.585388
	Iteration 3Q: 3 clusters Score -40965.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40972.039062 Penalty: 598.585388
	Iteration 4Q: 3 clusters Score -40972.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40977.742188 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -40977.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40980.621094 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -40980.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40983.125000 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -40983.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40984.937500 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -40984.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40984.937500 Penalty: 598.585388
	Iteration 9F: 3 clusters Score -40984.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -67409.992188 Penalty: 321.524231
	Iteration 0F: 2 clusters Score -67409.99 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 591 members 
Entering Unmasked Estep 
Score: -66497.078125 Penalty: 643.048462
	Iteration 0F: 3 clusters Score -66497.08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67136.734375 Penalty: 643.048462
	Iteration 1F: 3 clusters Score -67136.73 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67517.820312 Penalty: 643.048462
	Iteration 2F: 3 clusters Score -67517.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67729.210938 Penalty: 643.048462
	Iteration 3F: 3 clusters Score -67729.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -67828.921875 Penalty: 643.048462
	Iteration 4F: 3 clusters Score -67828.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -67866.507812 Penalty: 643.048462
	Iteration 5Q: 3 clusters Score -67866.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -67894.148438 Penalty: 643.048462
	Iteration 6Q: 3 clusters Score -67894.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -67916.507812 Penalty: 643.048462
	Iteration 7Q: 3 clusters Score -67916.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -67925.875000 Penalty: 643.048462
	Iteration 8Q: 3 clusters Score -67925.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -67931.710938 Penalty: 643.048462
	Iteration 9Q: 3 clusters Score -67931.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -67936.164062 Penalty: 643.048462
	Iteration 10Q: 3 clusters Score -67936.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -67939.351562 Penalty: 643.048462
	Iteration 11Q: 3 clusters Score -67939.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -67948.875000 Penalty: 643.048462
	Iteration 12Q: 3 clusters Score -67948.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -67957.273438 Penalty: 643.048462
	Iteration 13Q: 3 clusters Score -67957.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -67964.101562 Penalty: 643.048462
	Iteration 14Q: 3 clusters Score -67964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -67967.835938 Penalty: 643.048462
	Iteration 15Q: 3 clusters Score -67967.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67969.296875 Penalty: 643.048462
	Iteration 16Q: 3 clusters Score -67969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -67969.375000 Penalty: 643.048462
	Iteration 17Q: 3 clusters Score -67969.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -67969.375000 Penalty: 643.048462
	Iteration 18F: 3 clusters Score -67969.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 432 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Entering Unmasked Estep 
Score: -58184036.000000 Penalty: 40278.890625
Splitting cluster 38 changes total score from -58183660.000000 to -58184036.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 39 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -15010.695312 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -15010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14667.858398 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14667.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14756.242188 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14756.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14794.115234 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14794.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14818.161133 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -14818.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14829.219727 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14829.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14839.302734 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14839.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14850.112305 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14850.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14854.732422 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -14854.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14863.018555 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -14863.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14863.018555 Penalty: 506.022034
	Iteration 9F: 3 clusters Score -14863.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -23646.792969 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -23646.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23221.283203 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -23221.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23464.509766 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -23464.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23568.375000 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -23568.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23624.550781 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -23624.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23659.246094 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -23659.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23671.781250 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -23671.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23675.408203 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -23675.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23676.439453 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -23676.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23681.298828 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -23681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23682.525391 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -23682.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23682.822266 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -23682.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23682.822266 Penalty: 552.226746
	Iteration 11F: 3 clusters Score -23682.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 390 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Entering Unmasked Estep 
Score: -58183792.000000 Penalty: 40908.250000
Splitting cluster 40 changes total score from -58183660.000000 to -58183792.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 41 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17860.083984 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17860.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17471.435547 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17471.44 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17618.789062 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17618.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17698.218750 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17698.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17747.859375 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17747.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17794.615234 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17794.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17873.359375 Penalty: 542.919373
	Iteration 5F: 3 clusters Score -17873.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17949.169922 Penalty: 542.919373
	Iteration 6F: 3 clusters Score -17949.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18022.302734 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -18022.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18156.466797 Penalty: 542.919373
	Iteration 8F: 3 clusters Score -18156.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18266.376953 Penalty: 542.919373
	Iteration 9F: 3 clusters Score -18266.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18405.523438 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -18405.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18452.796875 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -18452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18452.796875 Penalty: 542.919373
	Iteration 12F: 3 clusters Score -18452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Entering Unmasked Estep 
Score: -58184024.000000 Penalty: 41537.605469
Splitting cluster 41 changes total score from -58183660.000000 to -58184024.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 42 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -17184.599609 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -17184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16800.556641 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -16800.56 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16990.398438 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -16990.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17178.367188 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -17178.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17474.687500 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -17474.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17556.291016 Penalty: 528.267273
	Iteration 4F: 3 clusters Score -17556.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17620.898438 Penalty: 528.267273
	Iteration 5F: 3 clusters Score -17620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17677.689453 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -17677.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17696.246094 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -17696.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17707.283203 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -17707.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17714.076172 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -17714.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17717.244141 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -17717.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17717.105469 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -17717.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17721.960938 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -17721.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17734.318359 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -17734.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17743.492188 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -17743.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17751.486328 Penalty: 528.267273
	Iteration 15Q: 3 clusters Score -17751.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17761.269531 Penalty: 528.267273
	Iteration 16Q: 3 clusters Score -17761.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17769.076172 Penalty: 528.267273
	Iteration 17Q: 3 clusters Score -17769.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17772.394531 Penalty: 528.267273
	Iteration 18Q: 3 clusters Score -17772.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17772.394531 Penalty: 528.267273
	Iteration 19F: 3 clusters Score -17772.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 40130 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Entering Unmasked Estep 
Score: -58184232.000000 Penalty: 42166.964844
Splitting cluster 42 changes total score from -58183660.000000 to -58184232.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 43 (40130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Entering Unmasked Estep 
Score: -2430939.000000 Penalty: 482.294495
	Iteration 0F: 2 clusters Score -2430939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2404018.750000 Penalty: 964.588989
	Iteration 0F: 3 clusters Score -2404019 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2415340.000000 Penalty: 964.588989
	Iteration 1F: 3 clusters Score -2415340 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2416008.750000 Penalty: 964.588989
	Iteration 2Q: 3 clusters Score -2416009 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2417312.500000 Penalty: 964.588989
	Iteration 3F: 3 clusters Score -2417312 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2419831.250000 Penalty: 964.588989
	Iteration 4F: 3 clusters Score -2419831 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2423475.750000 Penalty: 964.588989
	Iteration 5F: 3 clusters Score -2423476 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -2426949.750000 Penalty: 964.588989
	Iteration 6F: 3 clusters Score -2426950 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -2428964.000000 Penalty: 964.588989
	Iteration 7F: 3 clusters Score -2428964 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -2429866.750000 Penalty: 964.588989
	Iteration 8Q: 3 clusters Score -2429867 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -2430349.000000 Penalty: 964.588989
	Iteration 9Q: 3 clusters Score -2430349 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -2430651.500000 Penalty: 964.588989
	Iteration 10Q: 3 clusters Score -2430652 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -2430845.000000 Penalty: 964.588989
	Iteration 11Q: 3 clusters Score -2430845 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -2430975.500000 Penalty: 964.588989
	Iteration 12Q: 3 clusters Score -2430976 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -2431054.000000 Penalty: 964.588989
	Iteration 13Q: 3 clusters Score -2431054 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -2431100.250000 Penalty: 964.588989
	Iteration 14Q: 3 clusters Score -2431100 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -2431130.750000 Penalty: 964.588989
	Iteration 15Q: 3 clusters Score -2431131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -2431148.750000 Penalty: 964.588989
	Iteration 16Q: 3 clusters Score -2431149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -2431170.000000 Penalty: 964.588989
	Iteration 17Q: 3 clusters Score -2431170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -2431190.000000 Penalty: 964.588989
	Iteration 18Q: 3 clusters Score -2431190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -2431200.000000 Penalty: 964.588989
	Iteration 19Q: 3 clusters Score -2431200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -2431202.000000 Penalty: 964.588989
	Iteration 20F: 3 clusters Score -2431202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -2431211.750000 Penalty: 964.588989
	Iteration 21Q: 3 clusters Score -2431212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -2431223.500000 Penalty: 964.588989
	Iteration 22Q: 3 clusters Score -2431224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -2431228.250000 Penalty: 964.588989
	Iteration 23Q: 3 clusters Score -2431228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -2431236.250000 Penalty: 964.588989
	Iteration 24Q: 3 clusters Score -2431236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2431239.500000 Penalty: 964.588989
	Iteration 25Q: 3 clusters Score -2431240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -2431242.250000 Penalty: 964.588989
	Iteration 26Q: 3 clusters Score -2431242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -2431250.250000 Penalty: 964.588989
	Iteration 27Q: 3 clusters Score -2431250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -2431257.250000 Penalty: 964.588989
	Iteration 28Q: 3 clusters Score -2431257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -2431254.250000 Penalty: 964.588989
	Iteration 29Q: 3 clusters Score -2431254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -2431256.500000 Penalty: 964.588989
	Iteration 30Q: 3 clusters Score -2431256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -2431265.750000 Penalty: 964.588989
	Iteration 31Q: 3 clusters Score -2431266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2431266.250000 Penalty: 964.588989
	Iteration 32Q: 3 clusters Score -2431266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -2431274.750000 Penalty: 964.588989
	Iteration 33Q: 3 clusters Score -2431275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -2431280.000000 Penalty: 964.588989
	Iteration 34Q: 3 clusters Score -2431280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -2431283.000000 Penalty: 964.588989
	Iteration 35Q: 3 clusters Score -2431283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2431278.750000 Penalty: 964.588989
	Iteration 36Q: 3 clusters Score -2431279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -2431282.500000 Penalty: 964.588989
	Iteration 37Q: 3 clusters Score -2431282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -2431286.500000 Penalty: 964.588989
	Iteration 38Q: 3 clusters Score -2431286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -2431288.000000 Penalty: 964.588989
	Iteration 39Q: 3 clusters Score -2431288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -2431293.000000 Penalty: 964.588989
	Iteration 40F: 3 clusters Score -2431293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -2431294.750000 Penalty: 964.588989
	Iteration 41Q: 3 clusters Score -2431295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -2431301.000000 Penalty: 964.588989
	Iteration 42Q: 3 clusters Score -2431301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -2431308.750000 Penalty: 964.588989
	Iteration 43Q: 3 clusters Score -2431309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -2431310.000000 Penalty: 964.588989
	Iteration 44Q: 3 clusters Score -2431310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -2431305.250000 Penalty: 964.588989
	Iteration 45Q: 3 clusters Score -2431305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -2431318.250000 Penalty: 964.588989
	Iteration 46Q: 3 clusters Score -2431318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -2431316.000000 Penalty: 964.588989
	Iteration 47Q: 3 clusters Score -2431316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -2431323.250000 Penalty: 964.588989
	Iteration 48Q: 3 clusters Score -2431323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -2431323.750000 Penalty: 964.588989
	Iteration 49Q: 3 clusters Score -2431324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -2431330.250000 Penalty: 964.588989
	Iteration 50Q: 3 clusters Score -2431330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -2431329.000000 Penalty: 964.588989
	Iteration 51Q: 3 clusters Score -2431329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -2431326.500000 Penalty: 964.588989
	Iteration 52Q: 3 clusters Score -2431326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -2431326.750000 Penalty: 964.588989
	Iteration 53Q: 3 clusters Score -2431327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -2431324.500000 Penalty: 964.588989
	Iteration 54Q: 3 clusters Score -2431324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -2431318.750000 Penalty: 964.588989
	Iteration 55Q: 3 clusters Score -2431319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -2431322.000000 Penalty: 964.588989
	Iteration 56Q: 3 clusters Score -2431322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -2431319.750000 Penalty: 964.588989
	Iteration 57Q: 3 clusters Score -2431320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -2431325.250000 Penalty: 964.588989
	Iteration 58Q: 3 clusters Score -2431325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -2431329.500000 Penalty: 964.588989
	Iteration 59Q: 3 clusters Score -2431330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -2431332.750000 Penalty: 964.588989
	Iteration 60F: 3 clusters Score -2431333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -2431331.500000 Penalty: 964.588989
	Iteration 61Q: 3 clusters Score -2431332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -2431328.750000 Penalty: 964.588989
	Iteration 62Q: 3 clusters Score -2431329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2431327.750000 Penalty: 964.588989
	Iteration 63Q: 3 clusters Score -2431328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -2431332.500000 Penalty: 964.588989
	Iteration 64Q: 3 clusters Score -2431332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -2431336.500000 Penalty: 964.588989
	Iteration 65Q: 3 clusters Score -2431336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -2431341.000000 Penalty: 964.588989
	Iteration 66Q: 3 clusters Score -2431341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -2431339.500000 Penalty: 964.588989
	Iteration 67Q: 3 clusters Score -2431340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2431339.000000 Penalty: 964.588989
	Iteration 68Q: 3 clusters Score -2431339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -2431337.500000 Penalty: 964.588989
	Iteration 69Q: 3 clusters Score -2431338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -2431338.000000 Penalty: 964.588989
	Iteration 70Q: 3 clusters Score -2431338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2431340.000000 Penalty: 964.588989
	Iteration 71Q: 3 clusters Score -2431340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -2431338.500000 Penalty: 964.588989
	Iteration 72Q: 3 clusters Score -2431338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -2431338.750000 Penalty: 964.588989
	Iteration 73Q: 3 clusters Score -2431339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -2431339.500000 Penalty: 964.588989
	Iteration 74Q: 3 clusters Score -2431340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -2431337.250000 Penalty: 964.588989
	Iteration 75Q: 3 clusters Score -2431337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2431337.000000 Penalty: 964.588989
	Iteration 76Q: 3 clusters Score -2431337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -2431338.250000 Penalty: 964.588989
	Iteration 77Q: 3 clusters Score -2431338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -2431338.750000 Penalty: 964.588989
	Iteration 78Q: 3 clusters Score -2431339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2431338.500000 Penalty: 964.588989
	Iteration 79Q: 3 clusters Score -2431338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -2431338.500000 Penalty: 964.588989
	Iteration 80F: 3 clusters Score -2431338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -2431337.000000 Penalty: 964.588989
	Iteration 81Q: 3 clusters Score -2431337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -2431336.000000 Penalty: 964.588989
	Iteration 82Q: 3 clusters Score -2431336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -2431334.250000 Penalty: 964.588989
	Iteration 83Q: 3 clusters Score -2431334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -2431335.250000 Penalty: 964.588989
	Iteration 84Q: 3 clusters Score -2431335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -2431335.500000 Penalty: 964.588989
	Iteration 85Q: 3 clusters Score -2431336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -2431333.750000 Penalty: 964.588989
	Iteration 86Q: 3 clusters Score -2431334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -2431338.500000 Penalty: 964.588989
	Iteration 87Q: 3 clusters Score -2431338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -2431345.000000 Penalty: 964.588989
	Iteration 88Q: 3 clusters Score -2431345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2431347.000000 Penalty: 964.588989
	Iteration 89Q: 3 clusters Score -2431347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -2431347.500000 Penalty: 964.588989
	Iteration 90Q: 3 clusters Score -2431348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -2431345.000000 Penalty: 964.588989
	Iteration 91Q: 3 clusters Score -2431345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -2431348.000000 Penalty: 964.588989
	Iteration 92Q: 3 clusters Score -2431348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -2431347.250000 Penalty: 964.588989
	Iteration 93Q: 3 clusters Score -2431347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -2431351.750000 Penalty: 964.588989
	Iteration 94Q: 3 clusters Score -2431352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -2431350.750000 Penalty: 964.588989
	Iteration 95Q: 3 clusters Score -2431351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -2431350.250000 Penalty: 964.588989
	Iteration 96Q: 3 clusters Score -2431350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -2431353.500000 Penalty: 964.588989
	Iteration 97Q: 3 clusters Score -2431354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -2431355.750000 Penalty: 964.588989
	Iteration 98Q: 3 clusters Score -2431356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -2431351.750000 Penalty: 964.588989
	Iteration 99Q: 3 clusters Score -2431352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -2431351.750000 Penalty: 964.588989
	Iteration 100F: 3 clusters Score -2431352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -2431348.000000 Penalty: 964.588989
	Iteration 101Q: 3 clusters Score -2431348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -2431350.250000 Penalty: 964.588989
	Iteration 102Q: 3 clusters Score -2431350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -2431351.000000 Penalty: 964.588989
	Iteration 103Q: 3 clusters Score -2431351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -2431354.000000 Penalty: 964.588989
	Iteration 104Q: 3 clusters Score -2431354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -2431353.750000 Penalty: 964.588989
	Iteration 105Q: 3 clusters Score -2431354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -2431353.000000 Penalty: 964.588989
	Iteration 106Q: 3 clusters Score -2431353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -2431351.250000 Penalty: 964.588989
	Iteration 107Q: 3 clusters Score -2431351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -2431350.000000 Penalty: 964.588989
	Iteration 108Q: 3 clusters Score -2431350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -2431351.000000 Penalty: 964.588989
	Iteration 109Q: 3 clusters Score -2431351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -2431346.500000 Penalty: 964.588989
	Iteration 110Q: 3 clusters Score -2431346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -2431348.750000 Penalty: 964.588989
	Iteration 111Q: 3 clusters Score -2431349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -2431350.250000 Penalty: 964.588989
	Iteration 112Q: 3 clusters Score -2431350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -2431351.750000 Penalty: 964.588989
	Iteration 113Q: 3 clusters Score -2431352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2431350.750000 Penalty: 964.588989
	Iteration 114Q: 3 clusters Score -2431351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -2431352.500000 Penalty: 964.588989
	Iteration 115Q: 3 clusters Score -2431352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -2431352.000000 Penalty: 964.588989
	Iteration 116Q: 3 clusters Score -2431352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -2431352.000000 Penalty: 964.588989
	Iteration 117F: 3 clusters Score -2431352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Entering Unmasked Estep 
Score: -58184580.000000 Penalty: 42796.324219
Splitting cluster 43 changes total score from -58183660.000000 to -58184580.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 44 (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: -44000.070312 Penalty: 302.469818
	Iteration 0F: 2 clusters Score -44000.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43344.605469 Penalty: 604.939636
	Iteration 0F: 3 clusters Score -43344.61 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43658.121094 Penalty: 604.939636
	Iteration 1F: 3 clusters Score -43658.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43764.683594 Penalty: 604.939636
	Iteration 2F: 3 clusters Score -43764.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43858.414062 Penalty: 604.939636
	Iteration 3F: 3 clusters Score -43858.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43949.953125 Penalty: 604.939636
	Iteration 4F: 3 clusters Score -43949.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44029.039062 Penalty: 604.939636
	Iteration 5F: 3 clusters Score -44029.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44101.250000 Penalty: 604.939636
	Iteration 6Q: 3 clusters Score -44101.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -44184.863281 Penalty: 604.939636
	Iteration 7Q: 3 clusters Score -44184.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -44251.269531 Penalty: 604.939636
	Iteration 8Q: 3 clusters Score -44251.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44277.230469 Penalty: 604.939636
	Iteration 9Q: 3 clusters Score -44277.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44280.644531 Penalty: 604.939636
	Iteration 10Q: 3 clusters Score -44280.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44281.031250 Penalty: 604.939636
	Iteration 11Q: 3 clusters Score -44281.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44281.031250 Penalty: 604.939636
	Iteration 12F: 3 clusters Score -44281.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Entering Unmasked Estep 
Score: -58184440.000000 Penalty: 43425.679688
Splitting cluster 44 changes total score from -58183660.000000 to -58184440.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 45 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -9827.171875 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -9827.172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9574.132812 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -9574.133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9661.011719 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -9661.012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9685.580078 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -9685.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9725.353516 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -9725.354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9747.391602 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -9747.392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9760.734375 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -9760.734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9768.375977 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -9768.376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9768.375977 Penalty: 465.737427
	Iteration 7F: 3 clusters Score -9768.376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -24715.798828 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -24715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24269.880859 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -24269.88 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24467.552734 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -24467.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24625.564453 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -24625.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24696.589844 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -24696.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24729.722656 Penalty: 551.167358
	Iteration 4F: 3 clusters Score -24729.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24753.150391 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -24753.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24776.441406 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -24776.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24782.138672 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -24782.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24785.083984 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -24785.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24785.666016 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -24785.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24787.748047 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -24787.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24790.585938 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -24790.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24796.017578 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -24796.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24803.779297 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -24803.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24806.421875 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -24806.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24806.421875 Penalty: 551.167358
	Iteration 15F: 3 clusters Score -24806.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Entering Unmasked Estep 
Score: -58184164.000000 Penalty: 44055.039062
Splitting cluster 46 changes total score from -58183660.000000 to -58184164.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 47 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -2943.627441 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -2943.627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2704.271484 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -2704.271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2784.303467 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -2784.303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2798.819824 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -2798.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2802.416016 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -2802.416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2809.884033 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -2809.884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2815.768066 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -2815.768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2816.580811 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -2816.581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2816.580811 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -2816.581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -23539.552734 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -23539.55 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 271 members 
Entering Unmasked Estep 
Score: -23143.429688 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -23143.43 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23401.587891 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -23401.59 nChanged 47
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: -23507.166016 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -23507.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23559.773438 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -23559.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23583.910156 Penalty: 571.516052
	Iteration 4Q: 3 clusters Score -23583.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23595.847656 Penalty: 571.516052
	Iteration 5Q: 3 clusters Score -23595.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23603.005859 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -23603.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23609.892578 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -23609.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23620.724609 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -23620.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23634.197266 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -23634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23642.142578 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -23642.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23648.621094 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -23648.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23652.302734 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -23652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23656.955078 Penalty: 571.516052
	Iteration 13Q: 3 clusters Score -23656.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23662.445312 Penalty: 571.516052
	Iteration 14Q: 3 clusters Score -23662.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23666.207031 Penalty: 571.516052
	Iteration 15Q: 3 clusters Score -23666.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23666.207031 Penalty: 571.516052
	Iteration 16F: 3 clusters Score -23666.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Entering Unmasked Estep 
Score: -58184032.000000 Penalty: 44684.394531
Splitting cluster 48 changes total score from -58183660.000000 to -58184032.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 49 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -30267.824219 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -30267.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29784.488281 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -29784.49 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30018.968750 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -30018.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30129.244141 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -30129.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30201.572266 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -30201.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30270.910156 Penalty: 568.395691
	Iteration 4F: 3 clusters Score -30270.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30323.710938 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -30323.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30356.628906 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -30356.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30371.306641 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -30371.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30388.677734 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -30388.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30405.578125 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -30405.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30417.437500 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -30417.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30431.992188 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -30431.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30434.462891 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -30434.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30435.941406 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -30435.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30435.941406 Penalty: 568.395691
	Iteration 14F: 3 clusters Score -30435.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Entering Unmasked Estep 
Score: -58183920.000000 Penalty: 45313.753906
Splitting cluster 49 changes total score from -58183660.000000 to -58183920.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 50 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -11299.977539 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -11299.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11003.663086 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -11003.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11073.466797 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -11073.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11097.637695 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -11097.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11114.952148 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -11114.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11124.446289 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -11124.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11129.566406 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -11129.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11129.566406 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -11129.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -12380.926758 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -12380.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12067.521484 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -12067.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12208.776367 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -12208.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12288.193359 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -12288.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12329.458984 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -12329.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12342.549805 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -12342.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12342.549805 Penalty: 490.405548
	Iteration 5F: 3 clusters Score -12342.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -13514.501953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -13514.5 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 117 members 
Entering Unmasked Estep 
Score: -13232.479492 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -13232.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13641.079102 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -13641.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14020.508789 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14020.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14185.473633 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14185.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14239.478516 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14239.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14255.072266 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14255.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14318.341797 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14318.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14318.341797 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -14318.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 1036 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Entering Unmasked Estep 
Score: -58184320.000000 Penalty: 45943.109375
Splitting cluster 53 changes total score from -58183660.000000 to -58184320.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 54 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -69287.609375 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -69287.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68368.375000 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -68368.38 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68665.890625 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -68665.89 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68728.828125 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -68728.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68762.585938 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -68762.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68808.382812 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -68808.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68828.625000 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -68828.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68851.296875 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -68851.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -68871.804688 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -68871.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68895.781250 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -68895.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -68923.710938 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -68923.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -68950.765625 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -68950.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -68975.968750 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -68975.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -69002.695312 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -69002.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -69023.718750 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -69023.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69044.914062 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -69044.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -69061.367188 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -69061.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -69074.859375 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -69074.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -69085.695312 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -69085.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -69097.585938 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -69097.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -69110.609375 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -69110.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -69124.148438 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -69124.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -69139.062500 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -69139.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -69148.992188 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -69148.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69150.500000 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -69150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -69153.250000 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -69153.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -69157.546875 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -69157.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -69160.273438 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -69160.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -69164.687500 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -69164.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69167.734375 Penalty: 641.403198
	Iteration 28Q: 3 clusters Score -69167.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -69168.398438 Penalty: 641.403198
	Iteration 29Q: 3 clusters Score -69168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -69170.375000 Penalty: 641.403198
	Iteration 30Q: 3 clusters Score -69170.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -69173.539062 Penalty: 641.403198
	Iteration 31Q: 3 clusters Score -69173.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -69176.351562 Penalty: 641.403198
	Iteration 32Q: 3 clusters Score -69176.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69179.671875 Penalty: 641.403198
	Iteration 33Q: 3 clusters Score -69179.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -69183.929688 Penalty: 641.403198
	Iteration 34Q: 3 clusters Score -69183.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -69187.125000 Penalty: 641.403198
	Iteration 35Q: 3 clusters Score -69187.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -69190.945312 Penalty: 641.403198
	Iteration 36Q: 3 clusters Score -69190.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -69197.820312 Penalty: 641.403198
	Iteration 37Q: 3 clusters Score -69197.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -69203.710938 Penalty: 641.403198
	Iteration 38Q: 3 clusters Score -69203.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -69205.468750 Penalty: 641.403198
	Iteration 39Q: 3 clusters Score -69205.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -69212.101562 Penalty: 641.403198
	Iteration 40F: 3 clusters Score -69212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -69218.132812 Penalty: 641.403198
	Iteration 41Q: 3 clusters Score -69218.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -69232.851562 Penalty: 641.403198
	Iteration 42Q: 3 clusters Score -69232.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -69247.007812 Penalty: 641.403198
	Iteration 43Q: 3 clusters Score -69247.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -69251.171875 Penalty: 641.403198
	Iteration 44Q: 3 clusters Score -69251.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -69253.460938 Penalty: 641.403198
	Iteration 45Q: 3 clusters Score -69253.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69254.195312 Penalty: 641.403198
	Iteration 46Q: 3 clusters Score -69254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -69254.671875 Penalty: 641.403198
	Iteration 47Q: 3 clusters Score -69254.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69255.218750 Penalty: 641.403198
	Iteration 48Q: 3 clusters Score -69255.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69255.218750 Penalty: 641.403198
	Iteration 49F: 3 clusters Score -69255.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -64351.722656 Penalty: 315.912079
	Iteration 0F: 2 clusters Score -64351.72 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 502 members 
Entering Unmasked Estep 
Score: -63537.988281 Penalty: 631.824158
	Iteration 0F: 3 clusters Score -63537.99 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63800.957031 Penalty: 631.824158
	Iteration 1F: 3 clusters Score -63800.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63890.710938 Penalty: 631.824158
	Iteration 2F: 3 clusters Score -63890.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63959.800781 Penalty: 631.824158
	Iteration 3F: 3 clusters Score -63959.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64021.328125 Penalty: 631.824158
	Iteration 4F: 3 clusters Score -64021.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -64081.429688 Penalty: 631.824158
	Iteration 5F: 3 clusters Score -64081.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -64140.820312 Penalty: 631.824158
	Iteration 6Q: 3 clusters Score -64140.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64200.601562 Penalty: 631.824158
	Iteration 7Q: 3 clusters Score -64200.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64243.062500 Penalty: 631.824158
	Iteration 8Q: 3 clusters Score -64243.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64278.691406 Penalty: 631.824158
	Iteration 9Q: 3 clusters Score -64278.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64302.804688 Penalty: 631.824158
	Iteration 10Q: 3 clusters Score -64302.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64329.484375 Penalty: 631.824158
	Iteration 11Q: 3 clusters Score -64329.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64359.097656 Penalty: 631.824158
	Iteration 12Q: 3 clusters Score -64359.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64377.789062 Penalty: 631.824158
	Iteration 13Q: 3 clusters Score -64377.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64404.988281 Penalty: 631.824158
	Iteration 14Q: 3 clusters Score -64404.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64461.320312 Penalty: 631.824158
	Iteration 15Q: 3 clusters Score -64461.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -64545.246094 Penalty: 631.824158
	Iteration 16Q: 3 clusters Score -64545.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -64569.710938 Penalty: 631.824158
	Iteration 17Q: 3 clusters Score -64569.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -64597.585938 Penalty: 631.824158
	Iteration 18Q: 3 clusters Score -64597.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -64670.738281 Penalty: 631.824158
	Iteration 19Q: 3 clusters Score -64670.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -64724.664062 Penalty: 631.824158
	Iteration 20F: 3 clusters Score -64724.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64730.101562 Penalty: 631.824158
	Iteration 21Q: 3 clusters Score -64730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64730.910156 Penalty: 631.824158
	Iteration 22Q: 3 clusters Score -64730.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64730.910156 Penalty: 631.824158
	Iteration 23F: 3 clusters Score -64730.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 199 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Entering Unmasked Estep 
Score: -58184416.000000 Penalty: 46572.468750
Splitting cluster 55 changes total score from -58183660.000000 to -58184416.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 56 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28796.634766 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28796.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28337.021484 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28337.02 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28511.560547 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28511.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28607.363281 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28607.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28640.820312 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28640.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28653.503906 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -28653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28658.289062 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28658.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28660.546875 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28660.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28664.728516 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28664.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28668.250000 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28668.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28669.408203 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28669.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28672.962891 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28672.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28675.312500 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28675.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28676.642578 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -28676.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28680.068359 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -28680.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28681.787109 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -28681.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28682.214844 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -28682.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28682.214844 Penalty: 561.434570
	Iteration 16F: 3 clusters Score -28682.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -6449.523926 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -6449.524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6177.701660 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -6177.702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6299.375488 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -6299.375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6355.447754 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -6355.448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6417.612305 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -6417.612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6449.548828 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -6449.549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6462.165039 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -6462.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6465.853027 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -6465.853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6470.798340 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -6470.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6470.798340 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -6470.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 343 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Mstep: Class 75 contains 101 members 
Entering Unmasked Estep 
Score: -58184032.000000 Penalty: 47201.824219
Splitting cluster 57 changes total score from -58183660.000000 to -58184032.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 58 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -15635.682617 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -15635.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15303.061523 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -15303.06 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15672.359375 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -15672.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15840.926758 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -15840.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15878.163086 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -15878.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15882.562500 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -15882.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15882.562500 Penalty: 531.233459
	Iteration 5F: 3 clusters Score -15882.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 1374 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Mstep: Class 75 contains 101 members 
Mstep: Class 76 contains 264 members 
Entering Unmasked Estep 
Score: -58183916.000000 Penalty: 47831.183594
Splitting cluster 58 changes total score from -58183660.000000 to -58183916.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 59 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -81054.367188 Penalty: 328.759399
	Iteration 0F: 2 clusters Score -81054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80039.328125 Penalty: 657.518799
	Iteration 0F: 3 clusters Score -80039.33 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80666.171875 Penalty: 657.518799
	Iteration 1F: 3 clusters Score -80666.17 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80908.296875 Penalty: 657.518799
	Iteration 2F: 3 clusters Score -80908.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81026.851562 Penalty: 657.518799
	Iteration 3F: 3 clusters Score -81026.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -81070.945312 Penalty: 657.518799
	Iteration 4Q: 3 clusters Score -81070.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -81097.390625 Penalty: 657.518799
	Iteration 5Q: 3 clusters Score -81097.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -81113.718750 Penalty: 657.518799
	Iteration 6Q: 3 clusters Score -81113.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -81123.000000 Penalty: 657.518799
	Iteration 7Q: 3 clusters Score -81123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -81129.703125 Penalty: 657.518799
	Iteration 8Q: 3 clusters Score -81129.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -81138.484375 Penalty: 657.518799
	Iteration 9Q: 3 clusters Score -81138.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -81151.320312 Penalty: 657.518799
	Iteration 10Q: 3 clusters Score -81151.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81168.406250 Penalty: 657.518799
	Iteration 11Q: 3 clusters Score -81168.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81180.359375 Penalty: 657.518799
	Iteration 12Q: 3 clusters Score -81180.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -81186.726562 Penalty: 657.518799
	Iteration 13Q: 3 clusters Score -81186.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -81189.328125 Penalty: 657.518799
	Iteration 14Q: 3 clusters Score -81189.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -81190.867188 Penalty: 657.518799
	Iteration 15Q: 3 clusters Score -81190.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -81193.023438 Penalty: 657.518799
	Iteration 16Q: 3 clusters Score -81193.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -81194.234375 Penalty: 657.518799
	Iteration 17Q: 3 clusters Score -81194.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -81194.882812 Penalty: 657.518799
	Iteration 18Q: 3 clusters Score -81194.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -81195.710938 Penalty: 657.518799
	Iteration 19Q: 3 clusters Score -81195.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -81196.148438 Penalty: 657.518799
	Iteration 20F: 3 clusters Score -81196.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 320 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Mstep: Class 75 contains 101 members 
Mstep: Class 76 contains 264 members 
Mstep: Class 77 contains 732 members 
Entering Unmasked Estep 
Score: -58183752.000000 Penalty: 48460.542969
Splitting cluster 59 changes total score from -58183660.000000 to -58183752.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 60 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -19250.931641 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -19250.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18958.728516 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -18958.73 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19674.023438 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -19674.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19755.134766 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -19755.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19780.111328 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -19780.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19793.238281 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -19793.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19798.027344 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -19798.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19798.027344 Penalty: 524.917236
	Iteration 6F: 3 clusters Score -19798.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 68 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Mstep: Class 75 contains 101 members 
Mstep: Class 76 contains 264 members 
Mstep: Class 77 contains 732 members 
Mstep: Class 78 contains 252 members 
Entering Unmasked Estep 
Score: -58183944.000000 Penalty: 49089.898438
Splitting cluster 60 changes total score from -58183660.000000 to -58183944.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 61 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10922.877930 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10922.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10674.178711 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10674.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10947.290039 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10947.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11020.269531 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -11020.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11084.293945 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -11084.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11113.987305 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -11113.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11160.488281 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -11160.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11221.929688 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -11221.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11227.357422 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -11227.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11228.826172 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -11228.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11233.532227 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -11233.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11234.977539 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -11234.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11234.977539 Penalty: 489.570648
	Iteration 11F: 3 clusters Score -11234.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 71 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 99092 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 68 members 
Mstep: Class 61 contains 62 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 268 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 263 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36075 members 
Mstep: Class 69 contains 499 members 
Mstep: Class 70 contains 318 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 617 members 
Mstep: Class 75 contains 101 members 
Mstep: Class 76 contains 264 members 
Mstep: Class 77 contains 732 members 
Mstep: Class 78 contains 252 members 
Mstep: Class 79 contains 155 members 
Entering Unmasked Estep 
Score: -58183904.000000 Penalty: 49719.257812
Splitting cluster 61 changes total score from -58183660.000000 to -58183904.000000
So it's getting split into cluster 79.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134836 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 111440 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114978 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 228632 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 215 members 
Mstep: Class 42 contains 231 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 167 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 354 members 
Mstep: Class 49 contains 226 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1151 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 478 members 
Mstep: Class 57 contains 98 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 68 members 
Mstep: Class 61 contains 62 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 593.374695 but Gain 629.359375
Score: -58184840.000000 Penalty: 49089.898438
Iteration 159Q: 79 clusters Score -5.818484e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 90313 members 
Mstep: Class 3 contains 74 members 
Mstep: Class 4 contains 15243 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 267 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 24974 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15108 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 134829 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 111427 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114969 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 228809 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 667 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 234 members 
Mstep: Class 43 contains 4126 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 47 contains 164 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 223 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 223 members 
Mstep: Class 52 contains 98501 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 1138 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 490 members 
Mstep: Class 57 contains 105 members 
Mstep: Class 58 contains 82 members 
Mstep: Class 59 contains 635 members 
Mstep: Class 60 contains 67 members 
Mstep: Class 61 contains 67 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 262 members 
Mstep: Class 64 contains 862 members 
Mstep: Class 65 contains 257 members 
Mstep: Class 66 contains 174 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 35636 members 
Mstep: Class 69 contains 473 members 
Mstep: Class 70 contains 323 members 
Mstep: Class 71 contains 166 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 68 members 
Mstep: Class 74 contains 615 members 
Mstep: Class 75 contains 101 members 
Mstep: Class 76 contains 262 members 
Mstep: Class 77 contains 745 members 
Mstep: Class 78 contains 250 members 
Mstep: Class 79 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 58. Lose 421.124390 but Gain 629.355469
Score: -58186368.000000 Penalty: 48460.542969
Iteration 160F: 78 clusters Score -5.818637e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 90644 members 
Mstep: Class 3 contains 74 members 
Mstep: Class 4 contains 15205 members 
Mstep: Class 5 contains 3464 members 
Mstep: Class 6 contains 9358 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 15079 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 134799 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 111386 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5714 members 
Mstep: Class 29 contains 114874 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 228089 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 645 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 4158 members 
Mstep: Class 44 contains 284 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 406 members 
Mstep: Class 49 contains 217 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 224 members 
Mstep: Class 52 contains 98297 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 1128 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 485 members 
Mstep: Class 57 contains 119 members 
Mstep: Class 59 contains 616 members 
Mstep: Class 60 contains 67 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 237 members 
Mstep: Class 63 contains 263 members 
Mstep: Class 64 contains 868 members 
Mstep: Class 65 contains 253 members 
Mstep: Class 66 contains 181 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 36635 members 
Mstep: Class 69 contains 466 members 
Mstep: Class 70 contains 341 members 
Mstep: Class 71 contains 169 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 69 members 
Mstep: Class 74 contains 645 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 287 members 
Mstep: Class 77 contains 755 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 60. Lose 526.612488 but Gain 629.359375
Score: -58187660.000000 Penalty: 47831.183594
Iteration 161Q: 77 clusters Score -5.818766e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 90978 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15174 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 9290 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 134786 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 111357 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 114818 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 227473 members 
Mstep: Class 32 contains 2210 members 
Mstep: Class 33 contains 628 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 260 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 238 members 
Mstep: Class 43 contains 4211 members 
Mstep: Class 44 contains 285 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 47 contains 167 members 
Mstep: Class 48 contains 423 members 
Mstep: Class 49 contains 218 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 233 members 
Mstep: Class 52 contains 98079 members 
Mstep: Class 53 contains 191 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 479 members 
Mstep: Class 57 contains 113 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 262 members 
Mstep: Class 64 contains 869 members 
Mstep: Class 65 contains 253 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 99 members 
Mstep: Class 68 contains 37518 members 
Mstep: Class 69 contains 466 members 
Mstep: Class 70 contains 350 members 
Mstep: Class 71 contains 180 members 
Mstep: Class 72 contains 273 members 
Mstep: Class 73 contains 71 members 
Mstep: Class 74 contains 664 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 288 members 
Mstep: Class 77 contains 757 members 
Mstep: Class 78 contains 361 members 
Mstep: Class 79 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188652.000000 Penalty: 47831.183594
Iteration 162Q: 77 clusters Score -5.818865e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 91328 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 14826 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 16 contains 24095 members 
Mstep: Class 17 contains 72728 members 
Mstep: Class 18 contains 15033 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 134799 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 111328 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 430 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114773 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 226936 members 
Mstep: Class 32 contains 2190 members 
Mstep: Class 33 contains 619 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 261 members 
Mstep: Class 40 contains 175 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 239 members 
Mstep: Class 43 contains 4253 members 
Mstep: Class 44 contains 283 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 47 contains 170 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 214 members 
Mstep: Class 50 contains 206 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 97833 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 1120 members 
Mstep: Class 55 contains 385 members 
Mstep: Class 56 contains 479 members 
Mstep: Class 57 contains 113 members 
Mstep: Class 59 contains 614 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 260 members 
Mstep: Class 64 contains 868 members 
Mstep: Class 65 contains 255 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 38334 members 
Mstep: Class 69 contains 465 members 
Mstep: Class 70 contains 354 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 74 members 
Mstep: Class 74 contains 676 members 
Mstep: Class 75 contains 112 members 
Mstep: Class 76 contains 288 members 
Mstep: Class 77 contains 753 members 
Mstep: Class 78 contains 363 members 
Mstep: Class 79 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189128.000000 Penalty: 47831.183594
Iteration 163Q: 77 clusters Score -5.818913e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 91648 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15119 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 265 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 9287 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 23776 members 
Mstep: Class 17 contains 72729 members 
Mstep: Class 18 contains 15011 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 134811 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 111307 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 1751 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 114724 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 226405 members 
Mstep: Class 32 contains 2176 members 
Mstep: Class 33 contains 607 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 326 members 
Mstep: Class 39 contains 262 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 240 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 279 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 47 contains 174 members 
Mstep: Class 48 contains 437 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 97610 members 
Mstep: Class 53 contains 188 members 
Mstep: Class 54 contains 1115 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 480 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 621 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 227 members 
Mstep: Class 63 contains 259 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 255 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 39146 members 
Mstep: Class 69 contains 465 members 
Mstep: Class 70 contains 355 members 
Mstep: Class 71 contains 169 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 76 members 
Mstep: Class 74 contains 684 members 
Mstep: Class 75 contains 112 members 
Mstep: Class 76 contains 286 members 
Mstep: Class 77 contains 743 members 
Mstep: Class 78 contains 365 members 
Mstep: Class 79 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189760.000000 Penalty: 47831.183594
Iteration 164Q: 77 clusters Score -5.818976e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 92017 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 9320 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 13 contains 14822 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 23444 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 14983 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 134824 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 111261 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 417 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 114687 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 225884 members 
Mstep: Class 32 contains 2168 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 263 members 
Mstep: Class 40 contains 181 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 240 members 
Mstep: Class 43 contains 4361 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 97321 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 1113 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 481 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 223 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 874 members 
Mstep: Class 65 contains 255 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 39989 members 
Mstep: Class 69 contains 464 members 
Mstep: Class 70 contains 357 members 
Mstep: Class 71 contains 169 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 696 members 
Mstep: Class 75 contains 112 members 
Mstep: Class 76 contains 286 members 
Mstep: Class 77 contains 735 members 
Mstep: Class 78 contains 362 members 
Mstep: Class 79 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190232.000000 Penalty: 47831.183594
Iteration 165Q: 77 clusters Score -5.819023e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 92368 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 9291 members 
Mstep: Class 13 contains 14818 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 23112 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 14960 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 134840 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111221 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1776 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114670 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 225350 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 590 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 313 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4406 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 266 members 
Mstep: Class 52 contains 97036 members 
Mstep: Class 53 contains 183 members 
Mstep: Class 54 contains 1112 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 631 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 221 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 874 members 
Mstep: Class 65 contains 252 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 40831 members 
Mstep: Class 69 contains 466 members 
Mstep: Class 70 contains 360 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 81 members 
Mstep: Class 74 contains 699 members 
Mstep: Class 75 contains 112 members 
Mstep: Class 76 contains 285 members 
Mstep: Class 77 contains 730 members 
Mstep: Class 78 contains 365 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190664.000000 Penalty: 47831.183594
Iteration 166Q: 77 clusters Score -5.819066e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15051 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 14937 members 
Mstep: Class 19 contains 362 members 
Mstep: Class 20 contains 134824 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111207 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1789 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 114645 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 224843 members 
Mstep: Class 32 contains 2153 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 328 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4448 members 
Mstep: Class 44 contains 270 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 96708 members 
Mstep: Class 53 contains 180 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 638 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 221 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 874 members 
Mstep: Class 65 contains 248 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 41665 members 
Mstep: Class 69 contains 466 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 171 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 84 members 
Mstep: Class 74 contains 702 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 723 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191224.000000 Penalty: 47831.183594
Iteration 167Q: 77 clusters Score -5.819122e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 93164 members 
Mstep: Class 3 contains 73 members 
Mstep: Class 4 contains 15045 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 22418 members 
Mstep: Class 17 contains 72725 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 360 members 
Mstep: Class 20 contains 134819 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111185 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 114615 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 224339 members 
Mstep: Class 32 contains 2149 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 329 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 193 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4488 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 274 members 
Mstep: Class 52 contains 96414 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 643 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 219 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 874 members 
Mstep: Class 65 contains 246 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 42492 members 
Mstep: Class 69 contains 465 members 
Mstep: Class 70 contains 365 members 
Mstep: Class 71 contains 174 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 704 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 717 members 
Mstep: Class 78 contains 370 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191784.000000 Penalty: 47831.183594
Iteration 168Q: 77 clusters Score -5.819178e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 93538 members 
Mstep: Class 3 contains 74 members 
Mstep: Class 4 contains 15030 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 9307 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 9266 members 
Mstep: Class 13 contains 14802 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 22083 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 14904 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 134808 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111169 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114574 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 223798 members 
Mstep: Class 32 contains 2149 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 329 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4538 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 277 members 
Mstep: Class 52 contains 96119 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 388 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 645 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 218 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 872 members 
Mstep: Class 65 contains 246 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 43350 members 
Mstep: Class 69 contains 463 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 175 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 707 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 717 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192116.000000 Penalty: 47831.183594
Iteration 169Q: 77 clusters Score -5.819212e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 93890 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 15011 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 9303 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 9254 members 
Mstep: Class 13 contains 14795 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 357 members 
Mstep: Class 20 contains 134779 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111159 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114553 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 223261 members 
Mstep: Class 32 contains 2149 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 330 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4593 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 95856 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 218 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 246 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 44237 members 
Mstep: Class 69 contains 461 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 709 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 716 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192480.000000 Penalty: 47831.183594
Iteration 170Q: 77 clusters Score -5.819248e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 94294 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 21346 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 14877 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134760 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111134 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114519 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 222692 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 331 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4649 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 277 members 
Mstep: Class 52 contains 95550 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 650 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 216 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 45142 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 710 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 713 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192788.000000 Penalty: 47831.183594
Iteration 171Q: 77 clusters Score -5.819279e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 94697 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 14778 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 20980 members 
Mstep: Class 17 contains 72722 members 
Mstep: Class 18 contains 14868 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134733 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111106 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1833 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 114468 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 222116 members 
Mstep: Class 32 contains 2146 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 332 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 277 members 
Mstep: Class 52 contains 95267 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 651 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 46059 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 711 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 711 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193336.000000 Penalty: 47831.183594
Iteration 172Q: 77 clusters Score -5.819334e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 95139 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 9292 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 13 contains 14768 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 20598 members 
Mstep: Class 17 contains 72722 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134712 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111084 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 114419 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 221564 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 575 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 332 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4749 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 94953 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 211 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 46955 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 713 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 708 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193628.000000 Penalty: 47831.183594
Iteration 173Q: 77 clusters Score -5.819363e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 95587 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14943 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 14764 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 20231 members 
Mstep: Class 17 contains 72722 members 
Mstep: Class 18 contains 14825 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134697 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111056 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 114364 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 221005 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4786 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 94622 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 47862 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194124.000000 Penalty: 47831.183594
Iteration 174Q: 77 clusters Score -5.819412e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 96054 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 9287 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 14798 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134682 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111051 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1883 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 114318 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 220376 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4823 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 94216 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 48805 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194564.000000 Penalty: 47831.183594
Iteration 175Q: 77 clusters Score -5.819456e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 96496 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 9299 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 9287 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134677 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111048 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1898 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114269 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 219778 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4870 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 93832 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 49716 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194636.000000 Penalty: 47831.183594
Iteration 176Q: 77 clusters Score -5.819464e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 96909 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14892 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 9299 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 19236 members 
Mstep: Class 17 contains 72719 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134658 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111046 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1916 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 114236 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 219181 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 4932 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 93456 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 209 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 50599 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194880.000000 Penalty: 47831.183594
Iteration 177Q: 77 clusters Score -5.819488e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 97288 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 17 contains 72719 members 
Mstep: Class 18 contains 14740 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134635 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111050 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114210 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 218566 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5003 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 93107 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 51498 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195208.000000 Penalty: 47831.183594
Iteration 178Q: 77 clusters Score -5.819521e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 97670 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14850 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 18552 members 
Mstep: Class 17 contains 72715 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134623 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111049 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1953 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114167 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 217988 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5056 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 92777 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 52390 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195508.000000 Penalty: 47831.183594
Iteration 179Q: 77 clusters Score -5.819551e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 98033 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 9292 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 18215 members 
Mstep: Class 17 contains 72714 members 
Mstep: Class 18 contains 14705 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134603 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111041 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 114128 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 217485 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5111 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 92454 members 
Mstep: Class 53 contains 179 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 53209 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195708.000000 Penalty: 47831.183594
Iteration 180F: 77 clusters Score -5.819571e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 98406 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 9289 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 9355 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 72712 members 
Mstep: Class 18 contains 14689 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134604 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111016 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1986 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5712 members 
Mstep: Class 29 contains 114089 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 216968 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5169 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 92121 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 54010 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 87 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196040.000000 Penalty: 47831.183594
Iteration 181Q: 77 clusters Score -5.819604e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 98782 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14813 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 9357 members 
Mstep: Class 13 contains 14770 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 72711 members 
Mstep: Class 18 contains 14685 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134612 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110993 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2007 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5712 members 
Mstep: Class 29 contains 114050 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 216473 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5217 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 91774 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 54777 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196324.000000 Penalty: 47831.183594
Iteration 182Q: 77 clusters Score -5.819632e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 99161 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14801 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 14772 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 17367 members 
Mstep: Class 17 contains 72711 members 
Mstep: Class 18 contains 14679 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134601 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110977 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 113997 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 216002 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5279 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 91439 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 55490 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196616.000000 Penalty: 47831.183594
Iteration 183Q: 77 clusters Score -5.819662e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 99539 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14793 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 9376 members 
Mstep: Class 13 contains 14770 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 17100 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14671 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134611 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110960 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 113947 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 215549 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5323 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 91067 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 56209 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196812.000000 Penalty: 47831.183594
Iteration 184Q: 77 clusters Score -5.819681e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 99925 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14787 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 829 members 
Mstep: Class 12 contains 9394 members 
Mstep: Class 13 contains 14764 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 72711 members 
Mstep: Class 18 contains 14666 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134631 members 
Mstep: Class 21 contains 949 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110945 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5710 members 
Mstep: Class 29 contains 113898 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 215082 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5353 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 90668 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 56986 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196852.000000 Penalty: 47831.183594
Iteration 185Q: 77 clusters Score -5.819685e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 100326 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14781 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 9278 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 815 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 16518 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14668 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134646 members 
Mstep: Class 21 contains 948 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110935 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2078 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 113872 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 214600 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5383 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 90243 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 57807 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196948.000000 Penalty: 47831.183594
Iteration 186Q: 77 clusters Score -5.819695e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 100716 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 9274 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 9394 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 16217 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 14671 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134667 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 113861 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 214185 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5414 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 89814 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 58536 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197088.000000 Penalty: 47831.183594
Iteration 187Q: 77 clusters Score -5.819709e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101142 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14789 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 14752 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 15905 members 
Mstep: Class 17 contains 72707 members 
Mstep: Class 18 contains 14679 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134663 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110911 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 113861 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 213754 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5441 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 89359 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 59283 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197120.000000 Penalty: 47831.183594
Iteration 188Q: 77 clusters Score -5.819712e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101580 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14799 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 9267 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 787 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 14750 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 15656 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 14695 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134694 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110909 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 113874 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 213329 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5467 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 88817 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 59962 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197384.000000 Penalty: 47831.183594
Iteration 189Q: 77 clusters Score -5.819738e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101975 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14802 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 9269 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 14741 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 15449 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14707 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134747 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110913 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 113912 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 212897 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5494 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 88298 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 60603 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197420.000000 Penalty: 47831.183594
Iteration 190Q: 77 clusters Score -5.819742e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 102437 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14803 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 9267 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 9371 members 
Mstep: Class 13 contains 14739 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 15245 members 
Mstep: Class 17 contains 72714 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134782 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 113951 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 212453 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5523 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 87739 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 61261 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 371 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197560.000000 Penalty: 47831.183594
Iteration 191Q: 77 clusters Score -5.819756e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 102912 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14803 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 9263 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 9370 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 72713 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134822 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110916 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 113995 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 211935 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5561 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 87142 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 61989 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 372 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197668.000000 Penalty: 47831.183594
Iteration 192Q: 77 clusters Score -5.819767e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 103390 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14806 members 
Mstep: Class 5 contains 3346 members 
Mstep: Class 6 contains 9264 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 14727 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 72713 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134872 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110915 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2169 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 114048 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 211391 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5573 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 86522 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 62735 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 372 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197952.000000 Penalty: 47831.183594
Iteration 193Q: 77 clusters Score -5.819795e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 103909 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14811 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 9266 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14661 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14778 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 134931 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110900 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 114112 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 210874 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5578 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 85837 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 63483 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 372 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197824.000000 Penalty: 47831.183594
Iteration 194Q: 77 clusters Score -5.819782e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 104427 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14494 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 14801 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135043 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110874 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2186 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 114181 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 210356 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5587 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 85105 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 64210 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 372 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197868.000000 Penalty: 47831.183594
Iteration 195Q: 77 clusters Score -5.819787e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 104932 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14334 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135134 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110897 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2191 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 114250 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 209828 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5583 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 84355 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 64950 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 372 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197900.000000 Penalty: 47831.183594
Iteration 196Q: 77 clusters Score -5.81979e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 105454 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 12 contains 9304 members 
Mstep: Class 13 contains 14702 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14197 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135234 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110947 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 114351 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 209247 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 83512 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 65733 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 373 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197952.000000 Penalty: 47831.183594
Iteration 197Q: 77 clusters Score -5.819795e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106025 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 9274 members 
Mstep: Class 13 contains 14702 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 14896 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135373 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 110985 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2214 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 114464 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208669 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5575 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 82558 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 66515 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198148.000000 Penalty: 47831.183594
Iteration 198Q: 77 clusters Score -5.819815e+07 nChanged 2611
Entering ConstructFrom: 
Score: -58198148.000000 Penalty: 47831.183594
Entering ConstructFrom: 
Trying to split cluster 1 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -57042.785156 Penalty: 313.430054
	Iteration 0F: 2 clusters Score -57042.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -56285.183594 Penalty: 626.860107
	Iteration 0F: 3 clusters Score -56285.18 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -56594.644531 Penalty: 626.860107
	Iteration 1F: 3 clusters Score -56594.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -56704.882812 Penalty: 626.860107
	Iteration 2F: 3 clusters Score -56704.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -56804.292969 Penalty: 626.860107
	Iteration 3F: 3 clusters Score -56804.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -56868.867188 Penalty: 626.860107
	Iteration 4F: 3 clusters Score -56868.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -56918.582031 Penalty: 626.860107
	Iteration 5Q: 3 clusters Score -56918.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -56946.316406 Penalty: 626.860107
	Iteration 6Q: 3 clusters Score -56946.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -56956.210938 Penalty: 626.860107
	Iteration 7Q: 3 clusters Score -56956.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -56958.910156 Penalty: 626.860107
	Iteration 8Q: 3 clusters Score -56958.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -56963.683594 Penalty: 626.860107
	Iteration 9Q: 3 clusters Score -56963.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -56972.898438 Penalty: 626.860107
	Iteration 10Q: 3 clusters Score -56972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -56976.339844 Penalty: 626.860107
	Iteration 11Q: 3 clusters Score -56976.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -56979.839844 Penalty: 626.860107
	Iteration 12Q: 3 clusters Score -56979.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -56981.140625 Penalty: 626.860107
	Iteration 13Q: 3 clusters Score -56981.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -56986.085938 Penalty: 626.860107
	Iteration 14Q: 3 clusters Score -56986.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -56990.546875 Penalty: 626.860107
	Iteration 15Q: 3 clusters Score -56990.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56996.429688 Penalty: 626.860107
	Iteration 16Q: 3 clusters Score -56996.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -56997.156250 Penalty: 626.860107
	Iteration 17Q: 3 clusters Score -56997.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -56999.632812 Penalty: 626.860107
	Iteration 18Q: 3 clusters Score -56999.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -57008.578125 Penalty: 626.860107
	Iteration 19Q: 3 clusters Score -57008.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -57017.425781 Penalty: 626.860107
	Iteration 20F: 3 clusters Score -57017.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -57026.839844 Penalty: 626.860107
	Iteration 21Q: 3 clusters Score -57026.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -57035.546875 Penalty: 626.860107
	Iteration 22Q: 3 clusters Score -57035.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -57039.832031 Penalty: 626.860107
	Iteration 23Q: 3 clusters Score -57039.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -57040.429688 Penalty: 626.860107
	Iteration 24Q: 3 clusters Score -57040.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -57040.890625 Penalty: 626.860107
	Iteration 25Q: 3 clusters Score -57040.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -57041.714844 Penalty: 626.860107
	Iteration 26Q: 3 clusters Score -57041.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -57043.136719 Penalty: 626.860107
	Iteration 27Q: 3 clusters Score -57043.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -57046.492188 Penalty: 626.860107
	Iteration 28Q: 3 clusters Score -57046.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -57052.230469 Penalty: 626.860107
	Iteration 29Q: 3 clusters Score -57052.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -57058.359375 Penalty: 626.860107
	Iteration 30Q: 3 clusters Score -57058.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -57058.359375 Penalty: 626.860107
	Iteration 31F: 3 clusters Score -57058.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 842 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197792.000000 Penalty: 48460.542969
Splitting cluster 1 changes total score from -58198148.000000 to -58197792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (106640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Entering Unmasked Estep 
Score: -6425931.500000 Penalty: 526.763245
	Iteration 0F: 2 clusters Score -6425932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -6354128.500000 Penalty: 1053.526489
	Iteration 0F: 3 clusters Score -6354128 nChanged 52416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6386861.000000 Penalty: 1053.526489
	Iteration 1F: 3 clusters Score -6386861 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -6388917.000000 Penalty: 1053.526489
	Iteration 2Q: 3 clusters Score -6388917 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -6392063.500000 Penalty: 1053.526489
	Iteration 3F: 3 clusters Score -6392064 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -6396698.000000 Penalty: 1053.526489
	Iteration 4F: 3 clusters Score -6396698 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -6402754.500000 Penalty: 1053.526489
	Iteration 5F: 3 clusters Score -6402754 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6407870.000000 Penalty: 1053.526489
	Iteration 6F: 3 clusters Score -6407870 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6410538.500000 Penalty: 1053.526489
	Iteration 7Q: 3 clusters Score -6410538 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -6411909.000000 Penalty: 1053.526489
	Iteration 8Q: 3 clusters Score -6411909 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -6412930.500000 Penalty: 1053.526489
	Iteration 9Q: 3 clusters Score -6412930 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -6413892.500000 Penalty: 1053.526489
	Iteration 10Q: 3 clusters Score -6413892 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -6414803.000000 Penalty: 1053.526489
	Iteration 11Q: 3 clusters Score -6414803 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -6415647.500000 Penalty: 1053.526489
	Iteration 12Q: 3 clusters Score -6415648 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -6416516.500000 Penalty: 1053.526489
	Iteration 13Q: 3 clusters Score -6416516 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -6417376.000000 Penalty: 1053.526489
	Iteration 14Q: 3 clusters Score -6417376 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6418087.500000 Penalty: 1053.526489
	Iteration 15Q: 3 clusters Score -6418088 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6418795.000000 Penalty: 1053.526489
	Iteration 16Q: 3 clusters Score -6418795 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6419462.000000 Penalty: 1053.526489
	Iteration 17Q: 3 clusters Score -6419462 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6419990.500000 Penalty: 1053.526489
	Iteration 18Q: 3 clusters Score -6419990 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -6420454.500000 Penalty: 1053.526489
	Iteration 19Q: 3 clusters Score -6420454 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -6420835.000000 Penalty: 1053.526489
	Iteration 20F: 3 clusters Score -6420835 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6421156.500000 Penalty: 1053.526489
	Iteration 21Q: 3 clusters Score -6421156 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6421411.500000 Penalty: 1053.526489
	Iteration 22Q: 3 clusters Score -6421412 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6421655.000000 Penalty: 1053.526489
	Iteration 23Q: 3 clusters Score -6421655 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6421866.000000 Penalty: 1053.526489
	Iteration 24Q: 3 clusters Score -6421866 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -6422035.500000 Penalty: 1053.526489
	Iteration 25Q: 3 clusters Score -6422036 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -6422140.000000 Penalty: 1053.526489
	Iteration 26Q: 3 clusters Score -6422140 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -6422268.500000 Penalty: 1053.526489
	Iteration 27Q: 3 clusters Score -6422268 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6422413.000000 Penalty: 1053.526489
	Iteration 28Q: 3 clusters Score -6422413 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6422499.500000 Penalty: 1053.526489
	Iteration 29Q: 3 clusters Score -6422500 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -6422636.000000 Penalty: 1053.526489
	Iteration 30Q: 3 clusters Score -6422636 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -6422768.500000 Penalty: 1053.526489
	Iteration 31Q: 3 clusters Score -6422768 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6422875.000000 Penalty: 1053.526489
	Iteration 32Q: 3 clusters Score -6422875 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -6423005.500000 Penalty: 1053.526489
	Iteration 33Q: 3 clusters Score -6423006 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -6423165.000000 Penalty: 1053.526489
	Iteration 34Q: 3 clusters Score -6423165 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6423272.500000 Penalty: 1053.526489
	Iteration 35Q: 3 clusters Score -6423272 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -6423421.500000 Penalty: 1053.526489
	Iteration 36Q: 3 clusters Score -6423422 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6423573.500000 Penalty: 1053.526489
	Iteration 37Q: 3 clusters Score -6423574 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -6423751.000000 Penalty: 1053.526489
	Iteration 38Q: 3 clusters Score -6423751 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6423904.500000 Penalty: 1053.526489
	Iteration 39Q: 3 clusters Score -6423904 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6424014.500000 Penalty: 1053.526489
	Iteration 40F: 3 clusters Score -6424014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -6424154.000000 Penalty: 1053.526489
	Iteration 41Q: 3 clusters Score -6424154 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6424278.500000 Penalty: 1053.526489
	Iteration 42Q: 3 clusters Score -6424278 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6424367.000000 Penalty: 1053.526489
	Iteration 43Q: 3 clusters Score -6424367 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -6424517.000000 Penalty: 1053.526489
	Iteration 44Q: 3 clusters Score -6424517 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6424626.500000 Penalty: 1053.526489
	Iteration 45Q: 3 clusters Score -6424626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6424719.000000 Penalty: 1053.526489
	Iteration 46Q: 3 clusters Score -6424719 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -6424813.000000 Penalty: 1053.526489
	Iteration 47Q: 3 clusters Score -6424813 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6424922.000000 Penalty: 1053.526489
	Iteration 48Q: 3 clusters Score -6424922 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6425025.000000 Penalty: 1053.526489
	Iteration 49Q: 3 clusters Score -6425025 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6425111.000000 Penalty: 1053.526489
	Iteration 50Q: 3 clusters Score -6425111 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104131 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6425194.000000 Penalty: 1053.526489
	Iteration 51Q: 3 clusters Score -6425194 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6425277.000000 Penalty: 1053.526489
	Iteration 52Q: 3 clusters Score -6425277 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6425319.000000 Penalty: 1053.526489
	Iteration 53Q: 3 clusters Score -6425319 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6425358.500000 Penalty: 1053.526489
	Iteration 54Q: 3 clusters Score -6425358 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6425410.000000 Penalty: 1053.526489
	Iteration 55Q: 3 clusters Score -6425410 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6425451.500000 Penalty: 1053.526489
	Iteration 56Q: 3 clusters Score -6425452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6425476.500000 Penalty: 1053.526489
	Iteration 57Q: 3 clusters Score -6425476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6425495.500000 Penalty: 1053.526489
	Iteration 58Q: 3 clusters Score -6425496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6425519.500000 Penalty: 1053.526489
	Iteration 59Q: 3 clusters Score -6425520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6425532.000000 Penalty: 1053.526489
	Iteration 60F: 3 clusters Score -6425532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6425549.000000 Penalty: 1053.526489
	Iteration 61Q: 3 clusters Score -6425549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6425553.000000 Penalty: 1053.526489
	Iteration 62Q: 3 clusters Score -6425553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6425561.000000 Penalty: 1053.526489
	Iteration 63Q: 3 clusters Score -6425561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6425567.000000 Penalty: 1053.526489
	Iteration 64Q: 3 clusters Score -6425567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105914 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6425580.000000 Penalty: 1053.526489
	Iteration 65Q: 3 clusters Score -6425580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6425584.500000 Penalty: 1053.526489
	Iteration 66Q: 3 clusters Score -6425584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105959 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6425586.000000 Penalty: 1053.526489
	Iteration 67Q: 3 clusters Score -6425586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6425588.000000 Penalty: 1053.526489
	Iteration 68Q: 3 clusters Score -6425588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6425594.500000 Penalty: 1053.526489
	Iteration 69Q: 3 clusters Score -6425594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6425590.500000 Penalty: 1053.526489
	Iteration 70Q: 3 clusters Score -6425590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6425589.500000 Penalty: 1053.526489
	Iteration 71Q: 3 clusters Score -6425590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6425593.000000 Penalty: 1053.526489
	Iteration 72Q: 3 clusters Score -6425593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6425590.000000 Penalty: 1053.526489
	Iteration 73Q: 3 clusters Score -6425590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6425590.500000 Penalty: 1053.526489
	Iteration 74Q: 3 clusters Score -6425590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6425586.500000 Penalty: 1053.526489
	Iteration 75Q: 3 clusters Score -6425586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6425588.500000 Penalty: 1053.526489
	Iteration 76Q: 3 clusters Score -6425588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6425586.500000 Penalty: 1053.526489
	Iteration 77Q: 3 clusters Score -6425586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6425592.500000 Penalty: 1053.526489
	Iteration 78Q: 3 clusters Score -6425592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6425597.500000 Penalty: 1053.526489
	Iteration 79Q: 3 clusters Score -6425598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6425597.000000 Penalty: 1053.526489
	Iteration 80F: 3 clusters Score -6425597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6425601.000000 Penalty: 1053.526489
	Iteration 81Q: 3 clusters Score -6425601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6425601.000000 Penalty: 1053.526489
	Iteration 82Q: 3 clusters Score -6425601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6425598.500000 Penalty: 1053.526489
	Iteration 83Q: 3 clusters Score -6425598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6425602.000000 Penalty: 1053.526489
	Iteration 84Q: 3 clusters Score -6425602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6425600.000000 Penalty: 1053.526489
	Iteration 85Q: 3 clusters Score -6425600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6425600.000000 Penalty: 1053.526489
	Iteration 86Q: 3 clusters Score -6425600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6425604.000000 Penalty: 1053.526489
	Iteration 87Q: 3 clusters Score -6425604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106130 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6425610.000000 Penalty: 1053.526489
	Iteration 88Q: 3 clusters Score -6425610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6425607.000000 Penalty: 1053.526489
	Iteration 89Q: 3 clusters Score -6425607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106136 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6425604.500000 Penalty: 1053.526489
	Iteration 90Q: 3 clusters Score -6425604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6425605.000000 Penalty: 1053.526489
	Iteration 91Q: 3 clusters Score -6425605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6425609.000000 Penalty: 1053.526489
	Iteration 92Q: 3 clusters Score -6425609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6425605.000000 Penalty: 1053.526489
	Iteration 93Q: 3 clusters Score -6425605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6425606.000000 Penalty: 1053.526489
	Iteration 94Q: 3 clusters Score -6425606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6425610.500000 Penalty: 1053.526489
	Iteration 95Q: 3 clusters Score -6425610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6425613.500000 Penalty: 1053.526489
	Iteration 96Q: 3 clusters Score -6425614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6425610.500000 Penalty: 1053.526489
	Iteration 97Q: 3 clusters Score -6425610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6425610.500000 Penalty: 1053.526489
	Iteration 98Q: 3 clusters Score -6425610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6425611.000000 Penalty: 1053.526489
	Iteration 99Q: 3 clusters Score -6425611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6425610.000000 Penalty: 1053.526489
	Iteration 100F: 3 clusters Score -6425610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6425606.500000 Penalty: 1053.526489
	Iteration 101Q: 3 clusters Score -6425606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6425611.000000 Penalty: 1053.526489
	Iteration 102Q: 3 clusters Score -6425611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6425609.000000 Penalty: 1053.526489
	Iteration 103Q: 3 clusters Score -6425609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6425609.000000 Penalty: 1053.526489
	Iteration 104F: 3 clusters Score -6425609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3442.218994 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3442.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3266.802002 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3266.802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3336.025635 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3336.026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3405.019775 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3405.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3407.751221 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -3407.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3407.751221 Penalty: 392.891418
	Iteration 4F: 3 clusters Score -3407.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Entering Unmasked Estep 
Score: -891987.375000 Penalty: 437.043488
	Iteration 0F: 2 clusters Score -891987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -882197.562500 Penalty: 874.086975
	Iteration 0F: 3 clusters Score -882197.6 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -886626.187500 Penalty: 874.086975
	Iteration 1F: 3 clusters Score -886626.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -887153.312500 Penalty: 874.086975
	Iteration 2F: 3 clusters Score -887153.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -887801.812500 Penalty: 874.086975
	Iteration 3F: 3 clusters Score -887801.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -888501.562500 Penalty: 874.086975
	Iteration 4F: 3 clusters Score -888501.6 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -889151.562500 Penalty: 874.086975
	Iteration 5F: 3 clusters Score -889151.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -889585.937500 Penalty: 874.086975
	Iteration 6F: 3 clusters Score -889585.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -889822.750000 Penalty: 874.086975
	Iteration 7Q: 3 clusters Score -889822.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -889934.937500 Penalty: 874.086975
	Iteration 8Q: 3 clusters Score -889934.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -890017.000000 Penalty: 874.086975
	Iteration 9Q: 3 clusters Score -890017 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -890086.750000 Penalty: 874.086975
	Iteration 10Q: 3 clusters Score -890086.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -890157.562500 Penalty: 874.086975
	Iteration 11Q: 3 clusters Score -890157.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -890222.625000 Penalty: 874.086975
	Iteration 12Q: 3 clusters Score -890222.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -890300.312500 Penalty: 874.086975
	Iteration 13Q: 3 clusters Score -890300.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -890380.750000 Penalty: 874.086975
	Iteration 14Q: 3 clusters Score -890380.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -890443.375000 Penalty: 874.086975
	Iteration 15Q: 3 clusters Score -890443.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -890497.562500 Penalty: 874.086975
	Iteration 16Q: 3 clusters Score -890497.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -890557.937500 Penalty: 874.086975
	Iteration 17Q: 3 clusters Score -890557.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -890624.000000 Penalty: 874.086975
	Iteration 18Q: 3 clusters Score -890624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -890690.437500 Penalty: 874.086975
	Iteration 19Q: 3 clusters Score -890690.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -890742.312500 Penalty: 874.086975
	Iteration 20F: 3 clusters Score -890742.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -890790.437500 Penalty: 874.086975
	Iteration 21Q: 3 clusters Score -890790.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -890841.375000 Penalty: 874.086975
	Iteration 22Q: 3 clusters Score -890841.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -890888.937500 Penalty: 874.086975
	Iteration 23Q: 3 clusters Score -890888.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -890933.437500 Penalty: 874.086975
	Iteration 24Q: 3 clusters Score -890933.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -890980.000000 Penalty: 874.086975
	Iteration 25Q: 3 clusters Score -890980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -891019.500000 Penalty: 874.086975
	Iteration 26Q: 3 clusters Score -891019.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -891054.625000 Penalty: 874.086975
	Iteration 27Q: 3 clusters Score -891054.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -891095.312500 Penalty: 874.086975
	Iteration 28Q: 3 clusters Score -891095.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -891153.812500 Penalty: 874.086975
	Iteration 29Q: 3 clusters Score -891153.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -891198.250000 Penalty: 874.086975
	Iteration 30Q: 3 clusters Score -891198.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -891240.937500 Penalty: 874.086975
	Iteration 31Q: 3 clusters Score -891240.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -891282.000000 Penalty: 874.086975
	Iteration 32Q: 3 clusters Score -891282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -891324.687500 Penalty: 874.086975
	Iteration 33Q: 3 clusters Score -891324.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -891366.500000 Penalty: 874.086975
	Iteration 34Q: 3 clusters Score -891366.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -891415.000000 Penalty: 874.086975
	Iteration 35Q: 3 clusters Score -891415 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -891454.687500 Penalty: 874.086975
	Iteration 36Q: 3 clusters Score -891454.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -891486.250000 Penalty: 874.086975
	Iteration 37Q: 3 clusters Score -891486.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -891518.687500 Penalty: 874.086975
	Iteration 38Q: 3 clusters Score -891518.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -891541.562500 Penalty: 874.086975
	Iteration 39Q: 3 clusters Score -891541.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -891565.000000 Penalty: 874.086975
	Iteration 40F: 3 clusters Score -891565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -891582.250000 Penalty: 874.086975
	Iteration 41Q: 3 clusters Score -891582.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -891603.187500 Penalty: 874.086975
	Iteration 42Q: 3 clusters Score -891603.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -891617.875000 Penalty: 874.086975
	Iteration 43Q: 3 clusters Score -891617.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -891631.000000 Penalty: 874.086975
	Iteration 44Q: 3 clusters Score -891631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -891638.937500 Penalty: 874.086975
	Iteration 45Q: 3 clusters Score -891638.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -891646.312500 Penalty: 874.086975
	Iteration 46Q: 3 clusters Score -891646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -891648.687500 Penalty: 874.086975
	Iteration 47Q: 3 clusters Score -891648.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -891653.187500 Penalty: 874.086975
	Iteration 48Q: 3 clusters Score -891653.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -891660.687500 Penalty: 874.086975
	Iteration 49Q: 3 clusters Score -891660.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -891667.875000 Penalty: 874.086975
	Iteration 50Q: 3 clusters Score -891667.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -891674.937500 Penalty: 874.086975
	Iteration 51Q: 3 clusters Score -891674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -891676.187500 Penalty: 874.086975
	Iteration 52Q: 3 clusters Score -891676.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -891678.625000 Penalty: 874.086975
	Iteration 53Q: 3 clusters Score -891678.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -891679.875000 Penalty: 874.086975
	Iteration 54Q: 3 clusters Score -891679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -891683.250000 Penalty: 874.086975
	Iteration 55Q: 3 clusters Score -891683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -891684.250000 Penalty: 874.086975
	Iteration 56Q: 3 clusters Score -891684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -891689.000000 Penalty: 874.086975
	Iteration 57Q: 3 clusters Score -891689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -891693.625000 Penalty: 874.086975
	Iteration 58Q: 3 clusters Score -891693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -891693.875000 Penalty: 874.086975
	Iteration 59Q: 3 clusters Score -891693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -891694.437500 Penalty: 874.086975
	Iteration 60F: 3 clusters Score -891694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -891695.062500 Penalty: 874.086975
	Iteration 61Q: 3 clusters Score -891695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -891695.187500 Penalty: 874.086975
	Iteration 62Q: 3 clusters Score -891695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -891695.250000 Penalty: 874.086975
	Iteration 63Q: 3 clusters Score -891695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -891694.125000 Penalty: 874.086975
	Iteration 64Q: 3 clusters Score -891694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -891695.312500 Penalty: 874.086975
	Iteration 65Q: 3 clusters Score -891695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -891694.625000 Penalty: 874.086975
	Iteration 66Q: 3 clusters Score -891694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -891694.062500 Penalty: 874.086975
	Iteration 67Q: 3 clusters Score -891694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -891695.750000 Penalty: 874.086975
	Iteration 68Q: 3 clusters Score -891695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -891695.625000 Penalty: 874.086975
	Iteration 69Q: 3 clusters Score -891695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -891695.875000 Penalty: 874.086975
	Iteration 70Q: 3 clusters Score -891695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -891697.437500 Penalty: 874.086975
	Iteration 71Q: 3 clusters Score -891697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -891696.500000 Penalty: 874.086975
	Iteration 72Q: 3 clusters Score -891696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -891696.625000 Penalty: 874.086975
	Iteration 73Q: 3 clusters Score -891696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -891696.625000 Penalty: 874.086975
	Iteration 74F: 3 clusters Score -891696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -174501.031250 Penalty: 369.024414
	Iteration 0F: 2 clusters Score -174501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -172181.812500 Penalty: 738.048828
	Iteration 0F: 3 clusters Score -172181.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -173215.703125 Penalty: 738.048828
	Iteration 1F: 3 clusters Score -173215.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -173462.625000 Penalty: 738.048828
	Iteration 2F: 3 clusters Score -173462.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -173663.250000 Penalty: 738.048828
	Iteration 3F: 3 clusters Score -173663.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -173824.500000 Penalty: 738.048828
	Iteration 4F: 3 clusters Score -173824.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -173947.765625 Penalty: 738.048828
	Iteration 5F: 3 clusters Score -173947.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -174040.671875 Penalty: 738.048828
	Iteration 6Q: 3 clusters Score -174040.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -174108.046875 Penalty: 738.048828
	Iteration 7Q: 3 clusters Score -174108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -174156.906250 Penalty: 738.048828
	Iteration 8Q: 3 clusters Score -174156.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174197.265625 Penalty: 738.048828
	Iteration 9Q: 3 clusters Score -174197.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -174228.000000 Penalty: 738.048828
	Iteration 10Q: 3 clusters Score -174228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -174247.015625 Penalty: 738.048828
	Iteration 11Q: 3 clusters Score -174247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -174259.453125 Penalty: 738.048828
	Iteration 12Q: 3 clusters Score -174259.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -174269.015625 Penalty: 738.048828
	Iteration 13Q: 3 clusters Score -174269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -174272.343750 Penalty: 738.048828
	Iteration 14Q: 3 clusters Score -174272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -174275.625000 Penalty: 738.048828
	Iteration 15Q: 3 clusters Score -174275.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -174280.281250 Penalty: 738.048828
	Iteration 16Q: 3 clusters Score -174280.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -174283.796875 Penalty: 738.048828
	Iteration 17Q: 3 clusters Score -174283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -174288.421875 Penalty: 738.048828
	Iteration 18Q: 3 clusters Score -174288.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174292.406250 Penalty: 738.048828
	Iteration 19Q: 3 clusters Score -174292.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -174294.281250 Penalty: 738.048828
	Iteration 20F: 3 clusters Score -174294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -174294.781250 Penalty: 738.048828
	Iteration 21Q: 3 clusters Score -174294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174295.250000 Penalty: 738.048828
	Iteration 22Q: 3 clusters Score -174295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -174295.765625 Penalty: 738.048828
	Iteration 23Q: 3 clusters Score -174295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -174296.125000 Penalty: 738.048828
	Iteration 24Q: 3 clusters Score -174296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -174296.609375 Penalty: 738.048828
	Iteration 25Q: 3 clusters Score -174296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -174297.953125 Penalty: 738.048828
	Iteration 26Q: 3 clusters Score -174298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -174299.484375 Penalty: 738.048828
	Iteration 27Q: 3 clusters Score -174299.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -174300.843750 Penalty: 738.048828
	Iteration 28Q: 3 clusters Score -174300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -174301.328125 Penalty: 738.048828
	Iteration 29Q: 3 clusters Score -174301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -174301.796875 Penalty: 738.048828
	Iteration 30Q: 3 clusters Score -174301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -174301.765625 Penalty: 738.048828
	Iteration 31Q: 3 clusters Score -174301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -174302.468750 Penalty: 738.048828
	Iteration 32Q: 3 clusters Score -174302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -174302.640625 Penalty: 738.048828
	Iteration 33Q: 3 clusters Score -174302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -174303.156250 Penalty: 738.048828
	Iteration 34Q: 3 clusters Score -174303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -174302.921875 Penalty: 738.048828
	Iteration 35Q: 3 clusters Score -174302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -174302.921875 Penalty: 738.048828
	Iteration 36F: 3 clusters Score -174302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Entering Unmasked Estep 
Score: -561908.437500 Penalty: 415.871155
	Iteration 0F: 2 clusters Score -561908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -555623.437500 Penalty: 831.742310
	Iteration 0F: 3 clusters Score -555623.4 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -558192.437500 Penalty: 831.742310
	Iteration 1F: 3 clusters Score -558192.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -558535.250000 Penalty: 831.742310
	Iteration 2F: 3 clusters Score -558535.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -558985.250000 Penalty: 831.742310
	Iteration 3F: 3 clusters Score -558985.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -559580.625000 Penalty: 831.742310
	Iteration 4F: 3 clusters Score -559580.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -560122.625000 Penalty: 831.742310
	Iteration 5F: 3 clusters Score -560122.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -560438.500000 Penalty: 831.742310
	Iteration 6F: 3 clusters Score -560438.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -560608.125000 Penalty: 831.742310
	Iteration 7Q: 3 clusters Score -560608.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -560724.437500 Penalty: 831.742310
	Iteration 8Q: 3 clusters Score -560724.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -560832.375000 Penalty: 831.742310
	Iteration 9Q: 3 clusters Score -560832.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -560923.625000 Penalty: 831.742310
	Iteration 10Q: 3 clusters Score -560923.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -560998.750000 Penalty: 831.742310
	Iteration 11Q: 3 clusters Score -560998.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -561065.187500 Penalty: 831.742310
	Iteration 12Q: 3 clusters Score -561065.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -561125.062500 Penalty: 831.742310
	Iteration 13Q: 3 clusters Score -561125.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -561174.625000 Penalty: 831.742310
	Iteration 14Q: 3 clusters Score -561174.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -561213.375000 Penalty: 831.742310
	Iteration 15Q: 3 clusters Score -561213.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -561247.875000 Penalty: 831.742310
	Iteration 16Q: 3 clusters Score -561247.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -561280.250000 Penalty: 831.742310
	Iteration 17Q: 3 clusters Score -561280.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -561296.375000 Penalty: 831.742310
	Iteration 18Q: 3 clusters Score -561296.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -561312.062500 Penalty: 831.742310
	Iteration 19Q: 3 clusters Score -561312.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -561327.250000 Penalty: 831.742310
	Iteration 20F: 3 clusters Score -561327.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -561338.375000 Penalty: 831.742310
	Iteration 21Q: 3 clusters Score -561338.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -561345.500000 Penalty: 831.742310
	Iteration 22Q: 3 clusters Score -561345.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -561348.937500 Penalty: 831.742310
	Iteration 23Q: 3 clusters Score -561348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -561351.687500 Penalty: 831.742310
	Iteration 24Q: 3 clusters Score -561351.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -561356.125000 Penalty: 831.742310
	Iteration 25Q: 3 clusters Score -561356.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -561357.125000 Penalty: 831.742310
	Iteration 26Q: 3 clusters Score -561357.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -561359.562500 Penalty: 831.742310
	Iteration 27Q: 3 clusters Score -561359.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -561359.437500 Penalty: 831.742310
	Iteration 28Q: 3 clusters Score -561359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -561360.250000 Penalty: 831.742310
	Iteration 29Q: 3 clusters Score -561360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -561362.187500 Penalty: 831.742310
	Iteration 30Q: 3 clusters Score -561362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -561362.937500 Penalty: 831.742310
	Iteration 31Q: 3 clusters Score -561362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -561362.375000 Penalty: 831.742310
	Iteration 32Q: 3 clusters Score -561362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -561364.562500 Penalty: 831.742310
	Iteration 33Q: 3 clusters Score -561364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -561365.312500 Penalty: 831.742310
	Iteration 34Q: 3 clusters Score -561365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -561368.625000 Penalty: 831.742310
	Iteration 35Q: 3 clusters Score -561368.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -561369.375000 Penalty: 831.742310
	Iteration 36Q: 3 clusters Score -561369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -561370.437500 Penalty: 831.742310
	Iteration 37Q: 3 clusters Score -561370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -561369.187500 Penalty: 831.742310
	Iteration 38Q: 3 clusters Score -561369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -561370.250000 Penalty: 831.742310
	Iteration 39Q: 3 clusters Score -561370.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -561370.000000 Penalty: 831.742310
	Iteration 40F: 3 clusters Score -561370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -561371.687500 Penalty: 831.742310
	Iteration 41Q: 3 clusters Score -561371.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -561374.812500 Penalty: 831.742310
	Iteration 42Q: 3 clusters Score -561374.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -561377.562500 Penalty: 831.742310
	Iteration 43Q: 3 clusters Score -561377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -561378.812500 Penalty: 831.742310
	Iteration 44Q: 3 clusters Score -561378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -561379.812500 Penalty: 831.742310
	Iteration 45Q: 3 clusters Score -561379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -561380.812500 Penalty: 831.742310
	Iteration 46Q: 3 clusters Score -561380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -561382.375000 Penalty: 831.742310
	Iteration 47Q: 3 clusters Score -561382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -561382.312500 Penalty: 831.742310
	Iteration 48Q: 3 clusters Score -561382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -561381.375000 Penalty: 831.742310
	Iteration 49Q: 3 clusters Score -561381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -561383.062500 Penalty: 831.742310
	Iteration 50Q: 3 clusters Score -561383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -561383.250000 Penalty: 831.742310
	Iteration 51Q: 3 clusters Score -561383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -561381.937500 Penalty: 831.742310
	Iteration 52Q: 3 clusters Score -561381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -561383.937500 Penalty: 831.742310
	Iteration 53Q: 3 clusters Score -561383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -561384.937500 Penalty: 831.742310
	Iteration 54Q: 3 clusters Score -561384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -561384.312500 Penalty: 831.742310
	Iteration 55Q: 3 clusters Score -561384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -561385.875000 Penalty: 831.742310
	Iteration 56Q: 3 clusters Score -561385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -561386.187500 Penalty: 831.742310
	Iteration 57Q: 3 clusters Score -561386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -561386.062500 Penalty: 831.742310
	Iteration 58Q: 3 clusters Score -561386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -561386.875000 Penalty: 831.742310
	Iteration 59Q: 3 clusters Score -561386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -561387.375000 Penalty: 831.742310
	Iteration 60F: 3 clusters Score -561387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -561387.000000 Penalty: 831.742310
	Iteration 61Q: 3 clusters Score -561387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -561387.000000 Penalty: 831.742310
	Iteration 62Q: 3 clusters Score -561387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -561387.937500 Penalty: 831.742310
	Iteration 63Q: 3 clusters Score -561387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -561388.312500 Penalty: 831.742310
	Iteration 64Q: 3 clusters Score -561388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -561388.625000 Penalty: 831.742310
	Iteration 65Q: 3 clusters Score -561388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -561388.500000 Penalty: 831.742310
	Iteration 66Q: 3 clusters Score -561388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -561388.062500 Penalty: 831.742310
	Iteration 67Q: 3 clusters Score -561388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -561388.062500 Penalty: 831.742310
	Iteration 68F: 3 clusters Score -561388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -81341.718750 Penalty: 328.560272
	Iteration 0F: 2 clusters Score -81341.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -80310.320312 Penalty: 657.120544
	Iteration 0F: 3 clusters Score -80310.32 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -80673.703125 Penalty: 657.120544
	Iteration 1F: 3 clusters Score -80673.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80807.414062 Penalty: 657.120544
	Iteration 2F: 3 clusters Score -80807.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80877.804688 Penalty: 657.120544
	Iteration 3F: 3 clusters Score -80877.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80931.515625 Penalty: 657.120544
	Iteration 4F: 3 clusters Score -80931.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80978.101562 Penalty: 657.120544
	Iteration 5Q: 3 clusters Score -80978.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81016.460938 Penalty: 657.120544
	Iteration 6Q: 3 clusters Score -81016.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81055.812500 Penalty: 657.120544
	Iteration 7Q: 3 clusters Score -81055.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81078.890625 Penalty: 657.120544
	Iteration 8Q: 3 clusters Score -81078.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81092.851562 Penalty: 657.120544
	Iteration 9Q: 3 clusters Score -81092.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81102.234375 Penalty: 657.120544
	Iteration 10Q: 3 clusters Score -81102.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81110.132812 Penalty: 657.120544
	Iteration 11Q: 3 clusters Score -81110.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81114.898438 Penalty: 657.120544
	Iteration 12Q: 3 clusters Score -81114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81117.320312 Penalty: 657.120544
	Iteration 13Q: 3 clusters Score -81117.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81118.460938 Penalty: 657.120544
	Iteration 14Q: 3 clusters Score -81118.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81120.304688 Penalty: 657.120544
	Iteration 15Q: 3 clusters Score -81120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81121.671875 Penalty: 657.120544
	Iteration 16Q: 3 clusters Score -81121.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81123.335938 Penalty: 657.120544
	Iteration 17Q: 3 clusters Score -81123.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81124.671875 Penalty: 657.120544
	Iteration 18Q: 3 clusters Score -81124.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81126.312500 Penalty: 657.120544
	Iteration 19Q: 3 clusters Score -81126.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81128.289062 Penalty: 657.120544
	Iteration 20F: 3 clusters Score -81128.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81131.078125 Penalty: 657.120544
	Iteration 21Q: 3 clusters Score -81131.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81131.382812 Penalty: 657.120544
	Iteration 22Q: 3 clusters Score -81131.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81131.382812 Penalty: 657.120544
	Iteration 23F: 3 clusters Score -81131.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -25752.216797 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -25752.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25314.486328 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -25314.49 nChanged 140
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: -25470.683594 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -25470.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25553.523438 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -25553.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25582.865234 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -25582.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25593.662109 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -25593.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25603.287109 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -25603.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25618.449219 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -25618.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25625.332031 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -25625.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25629.261719 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -25629.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25632.199219 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -25632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25635.539062 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -25635.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25643.833984 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -25643.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25645.337891 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -25645.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25645.337891 Penalty: 552.856506
	Iteration 13F: 3 clusters Score -25645.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -33129.777344 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -33129.78 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 254 members 
Entering Unmasked Estep 
Score: -32598.380859 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -32598.38 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32712.310547 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -32712.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32741.648438 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -32741.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32766.509766 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -32766.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32779.199219 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -32779.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32787.140625 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -32787.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32791.656250 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -32791.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32797.093750 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -32797.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32800.066406 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -32800.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32804.746094 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -32804.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32806.738281 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -32806.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32809.339844 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -32809.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32813.097656 Penalty: 574.036926
	Iteration 12Q: 3 clusters Score -32813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32815.003906 Penalty: 574.036926
	Iteration 13Q: 3 clusters Score -32815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32817.257812 Penalty: 574.036926
	Iteration 14Q: 3 clusters Score -32817.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32820.792969 Penalty: 574.036926
	Iteration 15Q: 3 clusters Score -32820.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32821.238281 Penalty: 574.036926
	Iteration 16Q: 3 clusters Score -32821.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32821.238281 Penalty: 574.036926
	Iteration 17F: 3 clusters Score -32821.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16115.751953 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16115.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16197.788086 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16197.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16223.067383 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16223.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16239.243164 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16239.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16244.357422 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16244.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16251.549805 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16251.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16259.215820 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16259.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16266.041992 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16266.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16268.905273 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16268.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16270.308594 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16270.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16272.762695 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16272.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16278.078125 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16278.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16279.115234 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -16279.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16279.115234 Penalty: 507.066010
	Iteration 13F: 3 clusters Score -16279.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -40069.750000 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -40069.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39485.968750 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -39485.97 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39652.285156 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -39652.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39704.097656 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -39704.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39736.746094 Penalty: 596.278198
	Iteration 3F: 3 clusters Score -39736.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39759.152344 Penalty: 596.278198
	Iteration 4Q: 3 clusters Score -39759.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39768.402344 Penalty: 596.278198
	Iteration 5Q: 3 clusters Score -39768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39777.660156 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -39777.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39784.160156 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -39784.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39793.945312 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -39793.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39796.382812 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -39796.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39798.406250 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -39798.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39799.468750 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -39799.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39800.242188 Penalty: 596.278198
	Iteration 12Q: 3 clusters Score -39800.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39802.351562 Penalty: 596.278198
	Iteration 13Q: 3 clusters Score -39802.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39803.761719 Penalty: 596.278198
	Iteration 14Q: 3 clusters Score -39803.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39804.402344 Penalty: 596.278198
	Iteration 15Q: 3 clusters Score -39804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39804.617188 Penalty: 596.278198
	Iteration 16Q: 3 clusters Score -39804.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39805.343750 Penalty: 596.278198
	Iteration 17Q: 3 clusters Score -39805.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39806.464844 Penalty: 596.278198
	Iteration 18Q: 3 clusters Score -39806.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39807.015625 Penalty: 596.278198
	Iteration 19Q: 3 clusters Score -39807.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39807.015625 Penalty: 596.278198
	Iteration 20F: 3 clusters Score -39807.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Entering Unmasked Estep 
Score: -536425.937500 Penalty: 415.474030
	Iteration 0F: 2 clusters Score -536425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -530193.187500 Penalty: 830.948059
	Iteration 0F: 3 clusters Score -530193.2 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -532644.437500 Penalty: 830.948059
	Iteration 1F: 3 clusters Score -532644.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -533077.062500 Penalty: 830.948059
	Iteration 2F: 3 clusters Score -533077.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -533723.750000 Penalty: 830.948059
	Iteration 3F: 3 clusters Score -533723.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -534549.437500 Penalty: 830.948059
	Iteration 4F: 3 clusters Score -534549.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -535245.562500 Penalty: 830.948059
	Iteration 5F: 3 clusters Score -535245.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -535653.625000 Penalty: 830.948059
	Iteration 6F: 3 clusters Score -535653.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -535863.375000 Penalty: 830.948059
	Iteration 7Q: 3 clusters Score -535863.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -536020.625000 Penalty: 830.948059
	Iteration 8Q: 3 clusters Score -536020.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -536122.562500 Penalty: 830.948059
	Iteration 9Q: 3 clusters Score -536122.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -536185.187500 Penalty: 830.948059
	Iteration 10Q: 3 clusters Score -536185.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -536225.062500 Penalty: 830.948059
	Iteration 11Q: 3 clusters Score -536225.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -536254.812500 Penalty: 830.948059
	Iteration 12Q: 3 clusters Score -536254.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -536277.062500 Penalty: 830.948059
	Iteration 13Q: 3 clusters Score -536277.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -536295.312500 Penalty: 830.948059
	Iteration 14Q: 3 clusters Score -536295.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -536307.000000 Penalty: 830.948059
	Iteration 15Q: 3 clusters Score -536307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -536312.000000 Penalty: 830.948059
	Iteration 16Q: 3 clusters Score -536312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -536315.750000 Penalty: 830.948059
	Iteration 17Q: 3 clusters Score -536315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -536317.875000 Penalty: 830.948059
	Iteration 18Q: 3 clusters Score -536317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -536320.000000 Penalty: 830.948059
	Iteration 19Q: 3 clusters Score -536320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -536324.187500 Penalty: 830.948059
	Iteration 20F: 3 clusters Score -536324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -536325.812500 Penalty: 830.948059
	Iteration 21Q: 3 clusters Score -536325.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -536326.937500 Penalty: 830.948059
	Iteration 22Q: 3 clusters Score -536326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -536327.500000 Penalty: 830.948059
	Iteration 23Q: 3 clusters Score -536327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -536328.875000 Penalty: 830.948059
	Iteration 24Q: 3 clusters Score -536328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -536330.062500 Penalty: 830.948059
	Iteration 25Q: 3 clusters Score -536330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -536333.187500 Penalty: 830.948059
	Iteration 26Q: 3 clusters Score -536333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -536332.687500 Penalty: 830.948059
	Iteration 27Q: 3 clusters Score -536332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -536332.375000 Penalty: 830.948059
	Iteration 28Q: 3 clusters Score -536332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -536332.375000 Penalty: 830.948059
	Iteration 29Q: 3 clusters Score -536332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -536332.500000 Penalty: 830.948059
	Iteration 30Q: 3 clusters Score -536332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -536334.000000 Penalty: 830.948059
	Iteration 31Q: 3 clusters Score -536334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -536334.312500 Penalty: 830.948059
	Iteration 32Q: 3 clusters Score -536334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -536334.500000 Penalty: 830.948059
	Iteration 33Q: 3 clusters Score -536334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -536335.500000 Penalty: 830.948059
	Iteration 34Q: 3 clusters Score -536335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -536335.500000 Penalty: 830.948059
	Iteration 35F: 3 clusters Score -536335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Entering Unmasked Estep 
Score: -894158.062500 Penalty: 436.596802
	Iteration 0F: 2 clusters Score -894158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -884352.062500 Penalty: 873.193604
	Iteration 0F: 3 clusters Score -884352.1 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -888280.812500 Penalty: 873.193604
	Iteration 1F: 3 clusters Score -888280.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -888522.625000 Penalty: 873.193604
	Iteration 2Q: 3 clusters Score -888522.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -888779.500000 Penalty: 873.193604
	Iteration 3Q: 3 clusters Score -888779.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -889044.187500 Penalty: 873.193604
	Iteration 4Q: 3 clusters Score -889044.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -889349.375000 Penalty: 873.193604
	Iteration 5Q: 3 clusters Score -889349.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -889686.125000 Penalty: 873.193604
	Iteration 6Q: 3 clusters Score -889686.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -890066.875000 Penalty: 873.193604
	Iteration 7Q: 3 clusters Score -890066.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -890495.000000 Penalty: 873.193604
	Iteration 8Q: 3 clusters Score -890495 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -890915.812500 Penalty: 873.193604
	Iteration 9Q: 3 clusters Score -890915.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -891266.187500 Penalty: 873.193604
	Iteration 10Q: 3 clusters Score -891266.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -891463.375000 Penalty: 873.193604
	Iteration 11Q: 3 clusters Score -891463.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -891578.375000 Penalty: 873.193604
	Iteration 12Q: 3 clusters Score -891578.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -891639.937500 Penalty: 873.193604
	Iteration 13Q: 3 clusters Score -891639.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -891689.437500 Penalty: 873.193604
	Iteration 14Q: 3 clusters Score -891689.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -891733.000000 Penalty: 873.193604
	Iteration 15Q: 3 clusters Score -891733 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -891774.000000 Penalty: 873.193604
	Iteration 16Q: 3 clusters Score -891774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -891818.937500 Penalty: 873.193604
	Iteration 17Q: 3 clusters Score -891818.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -891859.187500 Penalty: 873.193604
	Iteration 18Q: 3 clusters Score -891859.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -891905.187500 Penalty: 873.193604
	Iteration 19Q: 3 clusters Score -891905.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -891956.625000 Penalty: 873.193604
	Iteration 20F: 3 clusters Score -891956.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -892013.812500 Penalty: 873.193604
	Iteration 21Q: 3 clusters Score -892013.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -892064.062500 Penalty: 873.193604
	Iteration 22Q: 3 clusters Score -892064.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -892109.187500 Penalty: 873.193604
	Iteration 23Q: 3 clusters Score -892109.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -892152.937500 Penalty: 873.193604
	Iteration 24Q: 3 clusters Score -892152.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -892195.750000 Penalty: 873.193604
	Iteration 25Q: 3 clusters Score -892195.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -892244.187500 Penalty: 873.193604
	Iteration 26Q: 3 clusters Score -892244.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -892291.687500 Penalty: 873.193604
	Iteration 27Q: 3 clusters Score -892291.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -892345.000000 Penalty: 873.193604
	Iteration 28Q: 3 clusters Score -892345 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -892399.875000 Penalty: 873.193604
	Iteration 29Q: 3 clusters Score -892399.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -892451.500000 Penalty: 873.193604
	Iteration 30Q: 3 clusters Score -892451.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -892507.812500 Penalty: 873.193604
	Iteration 31Q: 3 clusters Score -892507.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -892571.812500 Penalty: 873.193604
	Iteration 32Q: 3 clusters Score -892571.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -892638.625000 Penalty: 873.193604
	Iteration 33Q: 3 clusters Score -892638.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -892704.687500 Penalty: 873.193604
	Iteration 34Q: 3 clusters Score -892704.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -892772.250000 Penalty: 873.193604
	Iteration 35Q: 3 clusters Score -892772.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -892858.000000 Penalty: 873.193604
	Iteration 36Q: 3 clusters Score -892858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -892937.312500 Penalty: 873.193604
	Iteration 37Q: 3 clusters Score -892937.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -893017.687500 Penalty: 873.193604
	Iteration 38Q: 3 clusters Score -893017.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -893086.125000 Penalty: 873.193604
	Iteration 39Q: 3 clusters Score -893086.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -893142.000000 Penalty: 873.193604
	Iteration 40F: 3 clusters Score -893142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -893194.500000 Penalty: 873.193604
	Iteration 41Q: 3 clusters Score -893194.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -893241.437500 Penalty: 873.193604
	Iteration 42Q: 3 clusters Score -893241.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -893292.062500 Penalty: 873.193604
	Iteration 43Q: 3 clusters Score -893292.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -893334.812500 Penalty: 873.193604
	Iteration 44Q: 3 clusters Score -893334.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -893389.062500 Penalty: 873.193604
	Iteration 45Q: 3 clusters Score -893389.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -893433.500000 Penalty: 873.193604
	Iteration 46Q: 3 clusters Score -893433.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -893467.437500 Penalty: 873.193604
	Iteration 47Q: 3 clusters Score -893467.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -893495.312500 Penalty: 873.193604
	Iteration 48Q: 3 clusters Score -893495.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -893521.187500 Penalty: 873.193604
	Iteration 49Q: 3 clusters Score -893521.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -893538.875000 Penalty: 873.193604
	Iteration 50Q: 3 clusters Score -893538.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -893564.187500 Penalty: 873.193604
	Iteration 51Q: 3 clusters Score -893564.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -893585.812500 Penalty: 873.193604
	Iteration 52Q: 3 clusters Score -893585.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -893604.500000 Penalty: 873.193604
	Iteration 53Q: 3 clusters Score -893604.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -893621.562500 Penalty: 873.193604
	Iteration 54Q: 3 clusters Score -893621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -893633.937500 Penalty: 873.193604
	Iteration 55Q: 3 clusters Score -893633.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -893642.937500 Penalty: 873.193604
	Iteration 56Q: 3 clusters Score -893642.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -893656.375000 Penalty: 873.193604
	Iteration 57Q: 3 clusters Score -893656.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -893668.500000 Penalty: 873.193604
	Iteration 58Q: 3 clusters Score -893668.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -893675.375000 Penalty: 873.193604
	Iteration 59Q: 3 clusters Score -893675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -893682.125000 Penalty: 873.193604
	Iteration 60F: 3 clusters Score -893682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -893686.625000 Penalty: 873.193604
	Iteration 61Q: 3 clusters Score -893686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -893691.687500 Penalty: 873.193604
	Iteration 62Q: 3 clusters Score -893691.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -893695.250000 Penalty: 873.193604
	Iteration 63Q: 3 clusters Score -893695.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -893698.437500 Penalty: 873.193604
	Iteration 64Q: 3 clusters Score -893698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -893703.375000 Penalty: 873.193604
	Iteration 65Q: 3 clusters Score -893703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -893706.312500 Penalty: 873.193604
	Iteration 66Q: 3 clusters Score -893706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -893707.625000 Penalty: 873.193604
	Iteration 67Q: 3 clusters Score -893707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -893710.000000 Penalty: 873.193604
	Iteration 68Q: 3 clusters Score -893710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -893716.062500 Penalty: 873.193604
	Iteration 69Q: 3 clusters Score -893716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -893720.937500 Penalty: 873.193604
	Iteration 70Q: 3 clusters Score -893720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -893727.125000 Penalty: 873.193604
	Iteration 71Q: 3 clusters Score -893727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -893734.062500 Penalty: 873.193604
	Iteration 72Q: 3 clusters Score -893734.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -893736.812500 Penalty: 873.193604
	Iteration 73Q: 3 clusters Score -893736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -893741.062500 Penalty: 873.193604
	Iteration 74Q: 3 clusters Score -893741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -893745.250000 Penalty: 873.193604
	Iteration 75Q: 3 clusters Score -893745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -893750.812500 Penalty: 873.193604
	Iteration 76Q: 3 clusters Score -893750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -893763.625000 Penalty: 873.193604
	Iteration 77Q: 3 clusters Score -893763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -893775.750000 Penalty: 873.193604
	Iteration 78Q: 3 clusters Score -893775.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -893790.500000 Penalty: 873.193604
	Iteration 79Q: 3 clusters Score -893790.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -893804.312500 Penalty: 873.193604
	Iteration 80F: 3 clusters Score -893804.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -893812.375000 Penalty: 873.193604
	Iteration 81Q: 3 clusters Score -893812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -893818.250000 Penalty: 873.193604
	Iteration 82Q: 3 clusters Score -893818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -893821.187500 Penalty: 873.193604
	Iteration 83Q: 3 clusters Score -893821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -893822.687500 Penalty: 873.193604
	Iteration 84Q: 3 clusters Score -893822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -893826.562500 Penalty: 873.193604
	Iteration 85Q: 3 clusters Score -893826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -893828.375000 Penalty: 873.193604
	Iteration 86Q: 3 clusters Score -893828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -893830.062500 Penalty: 873.193604
	Iteration 87Q: 3 clusters Score -893830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -893833.562500 Penalty: 873.193604
	Iteration 88Q: 3 clusters Score -893833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -893835.625000 Penalty: 873.193604
	Iteration 89Q: 3 clusters Score -893835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -893835.687500 Penalty: 873.193604
	Iteration 90Q: 3 clusters Score -893835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -893841.062500 Penalty: 873.193604
	Iteration 91Q: 3 clusters Score -893841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -893843.500000 Penalty: 873.193604
	Iteration 92Q: 3 clusters Score -893843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -893843.437500 Penalty: 873.193604
	Iteration 93Q: 3 clusters Score -893843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -893843.437500 Penalty: 873.193604
	Iteration 94F: 3 clusters Score -893843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -24940.533203 Penalty: 277.257416
	Iteration 0F: 2 clusters Score -24940.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24488.800781 Penalty: 554.514832
	Iteration 0F: 3 clusters Score -24488.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24817.519531 Penalty: 554.514832
	Iteration 1F: 3 clusters Score -24817.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24955.238281 Penalty: 554.514832
	Iteration 2F: 3 clusters Score -24955.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25040.527344 Penalty: 554.514832
	Iteration 3F: 3 clusters Score -25040.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25061.732422 Penalty: 554.514832
	Iteration 4Q: 3 clusters Score -25061.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25071.031250 Penalty: 554.514832
	Iteration 5Q: 3 clusters Score -25071.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25072.164062 Penalty: 554.514832
	Iteration 6Q: 3 clusters Score -25072.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25072.164062 Penalty: 554.514832
	Iteration 7F: 3 clusters Score -25072.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197860.000000 Penalty: 48460.542969
Splitting cluster 14 changes total score from -58198148.000000 to -58197860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -6818.130371 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -6818.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6499.850586 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -6499.851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6617.440430 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -6617.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6686.554688 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -6686.555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6701.815430 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -6701.815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6706.737305 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -6706.737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6713.353516 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -6713.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6716.187500 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -6716.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6719.648926 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -6719.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6728.784668 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -6728.785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6741.217773 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -6741.218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6758.416992 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -6758.417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6766.290039 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -6766.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6768.182129 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -6768.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6770.324707 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -6770.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6770.324707 Penalty: 506.022034
	Iteration 14F: 3 clusters Score -6770.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Entering Unmasked Estep 
Score: -833379.875000 Penalty: 434.168243
	Iteration 0F: 2 clusters Score -833379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -824069.062500 Penalty: 868.336487
	Iteration 0F: 3 clusters Score -824069.1 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -827992.187500 Penalty: 868.336487
	Iteration 1F: 3 clusters Score -827992.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -828267.375000 Penalty: 868.336487
	Iteration 2Q: 3 clusters Score -828267.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -828634.500000 Penalty: 868.336487
	Iteration 3F: 3 clusters Score -828634.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -829022.562500 Penalty: 868.336487
	Iteration 4F: 3 clusters Score -829022.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -829509.062500 Penalty: 868.336487
	Iteration 5F: 3 clusters Score -829509.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -830105.562500 Penalty: 868.336487
	Iteration 6F: 3 clusters Score -830105.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -830813.625000 Penalty: 868.336487
	Iteration 7F: 3 clusters Score -830813.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -831498.375000 Penalty: 868.336487
	Iteration 8Q: 3 clusters Score -831498.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -831942.562500 Penalty: 868.336487
	Iteration 9Q: 3 clusters Score -831942.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -832157.562500 Penalty: 868.336487
	Iteration 10Q: 3 clusters Score -832157.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -832285.875000 Penalty: 868.336487
	Iteration 11Q: 3 clusters Score -832285.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -832362.312500 Penalty: 868.336487
	Iteration 12Q: 3 clusters Score -832362.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -832421.812500 Penalty: 868.336487
	Iteration 13Q: 3 clusters Score -832421.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -832471.250000 Penalty: 868.336487
	Iteration 14Q: 3 clusters Score -832471.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -832514.687500 Penalty: 868.336487
	Iteration 15Q: 3 clusters Score -832514.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -832541.375000 Penalty: 868.336487
	Iteration 16Q: 3 clusters Score -832541.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -832568.437500 Penalty: 868.336487
	Iteration 17Q: 3 clusters Score -832568.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -832597.187500 Penalty: 868.336487
	Iteration 18Q: 3 clusters Score -832597.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -832619.000000 Penalty: 868.336487
	Iteration 19Q: 3 clusters Score -832619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -832644.062500 Penalty: 868.336487
	Iteration 20F: 3 clusters Score -832644.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -832668.312500 Penalty: 868.336487
	Iteration 21Q: 3 clusters Score -832668.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -832695.437500 Penalty: 868.336487
	Iteration 22Q: 3 clusters Score -832695.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -832716.812500 Penalty: 868.336487
	Iteration 23Q: 3 clusters Score -832716.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -832738.875000 Penalty: 868.336487
	Iteration 24Q: 3 clusters Score -832738.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -832757.625000 Penalty: 868.336487
	Iteration 25Q: 3 clusters Score -832757.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -832775.187500 Penalty: 868.336487
	Iteration 26Q: 3 clusters Score -832775.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -832792.125000 Penalty: 868.336487
	Iteration 27Q: 3 clusters Score -832792.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -832815.312500 Penalty: 868.336487
	Iteration 28Q: 3 clusters Score -832815.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -832837.625000 Penalty: 868.336487
	Iteration 29Q: 3 clusters Score -832837.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -832861.500000 Penalty: 868.336487
	Iteration 30Q: 3 clusters Score -832861.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -832881.750000 Penalty: 868.336487
	Iteration 31Q: 3 clusters Score -832881.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -832898.000000 Penalty: 868.336487
	Iteration 32Q: 3 clusters Score -832898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -832915.187500 Penalty: 868.336487
	Iteration 33Q: 3 clusters Score -832915.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -832937.125000 Penalty: 868.336487
	Iteration 34Q: 3 clusters Score -832937.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -832954.500000 Penalty: 868.336487
	Iteration 35Q: 3 clusters Score -832954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -832960.812500 Penalty: 868.336487
	Iteration 36Q: 3 clusters Score -832960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -832967.937500 Penalty: 868.336487
	Iteration 37Q: 3 clusters Score -832967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -832977.000000 Penalty: 868.336487
	Iteration 38Q: 3 clusters Score -832977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -832982.875000 Penalty: 868.336487
	Iteration 39Q: 3 clusters Score -832982.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -832990.312500 Penalty: 868.336487
	Iteration 40F: 3 clusters Score -832990.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -832991.937500 Penalty: 868.336487
	Iteration 41Q: 3 clusters Score -832991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -832994.375000 Penalty: 868.336487
	Iteration 42Q: 3 clusters Score -832994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -832995.750000 Penalty: 868.336487
	Iteration 43Q: 3 clusters Score -832995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -832995.750000 Penalty: 868.336487
	Iteration 44F: 3 clusters Score -832995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Entering Unmasked Estep 
Score: -4363661.500000 Penalty: 509.337646
	Iteration 0F: 2 clusters Score -4363662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4314401.000000 Penalty: 1018.675293
	Iteration 0F: 3 clusters Score -4314401 nChanged 35463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4336184.000000 Penalty: 1018.675293
	Iteration 1F: 3 clusters Score -4336184 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4337830.500000 Penalty: 1018.675293
	Iteration 2Q: 3 clusters Score -4337830 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4340645.500000 Penalty: 1018.675293
	Iteration 3F: 3 clusters Score -4340646 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4344731.000000 Penalty: 1018.675293
	Iteration 4F: 3 clusters Score -4344731 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4348742.500000 Penalty: 1018.675293
	Iteration 5F: 3 clusters Score -4348742 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4350908.000000 Penalty: 1018.675293
	Iteration 6F: 3 clusters Score -4350908 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4351804.500000 Penalty: 1018.675293
	Iteration 7Q: 3 clusters Score -4351804 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4352336.000000 Penalty: 1018.675293
	Iteration 8Q: 3 clusters Score -4352336 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4352840.000000 Penalty: 1018.675293
	Iteration 9Q: 3 clusters Score -4352840 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4353414.000000 Penalty: 1018.675293
	Iteration 10Q: 3 clusters Score -4353414 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4354086.500000 Penalty: 1018.675293
	Iteration 11Q: 3 clusters Score -4354086 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4354898.000000 Penalty: 1018.675293
	Iteration 12Q: 3 clusters Score -4354898 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4355749.000000 Penalty: 1018.675293
	Iteration 13Q: 3 clusters Score -4355749 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4356732.000000 Penalty: 1018.675293
	Iteration 14Q: 3 clusters Score -4356732 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4357745.000000 Penalty: 1018.675293
	Iteration 15Q: 3 clusters Score -4357745 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4358734.000000 Penalty: 1018.675293
	Iteration 16Q: 3 clusters Score -4358734 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4359679.500000 Penalty: 1018.675293
	Iteration 17Q: 3 clusters Score -4359680 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4360499.500000 Penalty: 1018.675293
	Iteration 18Q: 3 clusters Score -4360500 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4361226.000000 Penalty: 1018.675293
	Iteration 19Q: 3 clusters Score -4361226 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4361812.500000 Penalty: 1018.675293
	Iteration 20F: 3 clusters Score -4361812 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4362297.500000 Penalty: 1018.675293
	Iteration 21Q: 3 clusters Score -4362298 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4362776.500000 Penalty: 1018.675293
	Iteration 22Q: 3 clusters Score -4362776 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4363054.500000 Penalty: 1018.675293
	Iteration 23Q: 3 clusters Score -4363054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4363156.000000 Penalty: 1018.675293
	Iteration 24Q: 3 clusters Score -4363156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4363184.000000 Penalty: 1018.675293
	Iteration 25Q: 3 clusters Score -4363184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4363198.500000 Penalty: 1018.675293
	Iteration 26Q: 3 clusters Score -4363198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4363211.000000 Penalty: 1018.675293
	Iteration 27Q: 3 clusters Score -4363211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4363220.500000 Penalty: 1018.675293
	Iteration 28Q: 3 clusters Score -4363220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4363224.500000 Penalty: 1018.675293
	Iteration 29Q: 3 clusters Score -4363224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4363224.500000 Penalty: 1018.675293
	Iteration 30F: 3 clusters Score -4363224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -894877.937500 Penalty: 437.306305
	Iteration 0F: 2 clusters Score -894877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -884905.000000 Penalty: 874.612610
	Iteration 0F: 3 clusters Score -884905 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -888930.937500 Penalty: 874.612610
	Iteration 1F: 3 clusters Score -888930.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -889124.687500 Penalty: 874.612610
	Iteration 2Q: 3 clusters Score -889124.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -889413.937500 Penalty: 874.612610
	Iteration 3Q: 3 clusters Score -889413.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -889874.562500 Penalty: 874.612610
	Iteration 4F: 3 clusters Score -889874.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -890588.000000 Penalty: 874.612610
	Iteration 5F: 3 clusters Score -890588 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -891506.687500 Penalty: 874.612610
	Iteration 6F: 3 clusters Score -891506.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -892458.875000 Penalty: 874.612610
	Iteration 7F: 3 clusters Score -892458.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -893024.437500 Penalty: 874.612610
	Iteration 8F: 3 clusters Score -893024.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -893293.187500 Penalty: 874.612610
	Iteration 9Q: 3 clusters Score -893293.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -893425.125000 Penalty: 874.612610
	Iteration 10Q: 3 clusters Score -893425.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -893511.250000 Penalty: 874.612610
	Iteration 11Q: 3 clusters Score -893511.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -893572.375000 Penalty: 874.612610
	Iteration 12Q: 3 clusters Score -893572.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -893616.312500 Penalty: 874.612610
	Iteration 13Q: 3 clusters Score -893616.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -893664.625000 Penalty: 874.612610
	Iteration 14Q: 3 clusters Score -893664.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -893708.562500 Penalty: 874.612610
	Iteration 15Q: 3 clusters Score -893708.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -893748.750000 Penalty: 874.612610
	Iteration 16Q: 3 clusters Score -893748.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -893780.500000 Penalty: 874.612610
	Iteration 17Q: 3 clusters Score -893780.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -893818.500000 Penalty: 874.612610
	Iteration 18Q: 3 clusters Score -893818.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -893850.125000 Penalty: 874.612610
	Iteration 19Q: 3 clusters Score -893850.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -893878.062500 Penalty: 874.612610
	Iteration 20F: 3 clusters Score -893878.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -893904.750000 Penalty: 874.612610
	Iteration 21Q: 3 clusters Score -893904.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -893927.500000 Penalty: 874.612610
	Iteration 22Q: 3 clusters Score -893927.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -893949.625000 Penalty: 874.612610
	Iteration 23Q: 3 clusters Score -893949.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -893974.687500 Penalty: 874.612610
	Iteration 24Q: 3 clusters Score -893974.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -893996.312500 Penalty: 874.612610
	Iteration 25Q: 3 clusters Score -893996.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -894021.250000 Penalty: 874.612610
	Iteration 26Q: 3 clusters Score -894021.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -894039.687500 Penalty: 874.612610
	Iteration 27Q: 3 clusters Score -894039.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -894065.125000 Penalty: 874.612610
	Iteration 28Q: 3 clusters Score -894065.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -894090.312500 Penalty: 874.612610
	Iteration 29Q: 3 clusters Score -894090.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -894111.562500 Penalty: 874.612610
	Iteration 30Q: 3 clusters Score -894111.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -894130.437500 Penalty: 874.612610
	Iteration 31Q: 3 clusters Score -894130.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -894160.937500 Penalty: 874.612610
	Iteration 32Q: 3 clusters Score -894160.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -894182.625000 Penalty: 874.612610
	Iteration 33Q: 3 clusters Score -894182.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -894199.812500 Penalty: 874.612610
	Iteration 34Q: 3 clusters Score -894199.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -894219.250000 Penalty: 874.612610
	Iteration 35Q: 3 clusters Score -894219.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -894232.687500 Penalty: 874.612610
	Iteration 36Q: 3 clusters Score -894232.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -894248.562500 Penalty: 874.612610
	Iteration 37Q: 3 clusters Score -894248.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -894265.687500 Penalty: 874.612610
	Iteration 38Q: 3 clusters Score -894265.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -894284.187500 Penalty: 874.612610
	Iteration 39Q: 3 clusters Score -894284.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -894297.687500 Penalty: 874.612610
	Iteration 40F: 3 clusters Score -894297.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -894314.937500 Penalty: 874.612610
	Iteration 41Q: 3 clusters Score -894314.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -894329.437500 Penalty: 874.612610
	Iteration 42Q: 3 clusters Score -894329.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -894344.187500 Penalty: 874.612610
	Iteration 43Q: 3 clusters Score -894344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -894361.687500 Penalty: 874.612610
	Iteration 44Q: 3 clusters Score -894361.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -894385.187500 Penalty: 874.612610
	Iteration 45Q: 3 clusters Score -894385.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -894405.875000 Penalty: 874.612610
	Iteration 46Q: 3 clusters Score -894405.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -894426.250000 Penalty: 874.612610
	Iteration 47Q: 3 clusters Score -894426.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -894444.625000 Penalty: 874.612610
	Iteration 48Q: 3 clusters Score -894444.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -894462.937500 Penalty: 874.612610
	Iteration 49Q: 3 clusters Score -894462.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -894471.000000 Penalty: 874.612610
	Iteration 50Q: 3 clusters Score -894471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -894476.000000 Penalty: 874.612610
	Iteration 51Q: 3 clusters Score -894476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -894478.312500 Penalty: 874.612610
	Iteration 52Q: 3 clusters Score -894478.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -894484.937500 Penalty: 874.612610
	Iteration 53Q: 3 clusters Score -894484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -894493.500000 Penalty: 874.612610
	Iteration 54Q: 3 clusters Score -894493.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -894502.187500 Penalty: 874.612610
	Iteration 55Q: 3 clusters Score -894502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -894510.437500 Penalty: 874.612610
	Iteration 56Q: 3 clusters Score -894510.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -894511.937500 Penalty: 874.612610
	Iteration 57Q: 3 clusters Score -894511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -894515.125000 Penalty: 874.612610
	Iteration 58Q: 3 clusters Score -894515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -894516.562500 Penalty: 874.612610
	Iteration 59Q: 3 clusters Score -894516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -894522.125000 Penalty: 874.612610
	Iteration 60F: 3 clusters Score -894522.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -894526.750000 Penalty: 874.612610
	Iteration 61Q: 3 clusters Score -894526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -894530.625000 Penalty: 874.612610
	Iteration 62Q: 3 clusters Score -894530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -894532.625000 Penalty: 874.612610
	Iteration 63Q: 3 clusters Score -894532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -894536.062500 Penalty: 874.612610
	Iteration 64Q: 3 clusters Score -894536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -894541.375000 Penalty: 874.612610
	Iteration 65Q: 3 clusters Score -894541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -894546.312500 Penalty: 874.612610
	Iteration 66Q: 3 clusters Score -894546.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -894550.125000 Penalty: 874.612610
	Iteration 67Q: 3 clusters Score -894550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -894550.625000 Penalty: 874.612610
	Iteration 68Q: 3 clusters Score -894550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -894550.937500 Penalty: 874.612610
	Iteration 69Q: 3 clusters Score -894550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -894552.000000 Penalty: 874.612610
	Iteration 70Q: 3 clusters Score -894552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -894550.625000 Penalty: 874.612610
	Iteration 71Q: 3 clusters Score -894550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -894550.625000 Penalty: 874.612610
	Iteration 72Q: 3 clusters Score -894550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -894551.500000 Penalty: 874.612610
	Iteration 73Q: 3 clusters Score -894551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -894551.312500 Penalty: 874.612610
	Iteration 74Q: 3 clusters Score -894551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -894551.187500 Penalty: 874.612610
	Iteration 75Q: 3 clusters Score -894551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -894551.187500 Penalty: 874.612610
	Iteration 76F: 3 clusters Score -894551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -17891.152344 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -17891.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17511.460938 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -17511.46 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17773.414062 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -17773.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17925.085938 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -17925.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18056.998047 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -18057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18138.878906 Penalty: 534.362732
	Iteration 4F: 3 clusters Score -18138.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18156.914062 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -18156.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18159.990234 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -18159.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18159.990234 Penalty: 534.362732
	Iteration 7F: 3 clusters Score -18159.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197980.000000 Penalty: 48460.542969
Splitting cluster 19 changes total score from -58198148.000000 to -58197980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (135516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Entering Unmasked Estep 
Score: -8128498.500000 Penalty: 537.666443
	Iteration 0F: 2 clusters Score -8128498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -8040798.500000 Penalty: 1075.332886
	Iteration 0F: 3 clusters Score -8040798 nChanged 66379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -8081696.500000 Penalty: 1075.332886
	Iteration 1F: 3 clusters Score -8081696 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8082915.500000 Penalty: 1075.332886
	Iteration 2Q: 3 clusters Score -8082916 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -8084402.500000 Penalty: 1075.332886
	Iteration 3Q: 3 clusters Score -8084402 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -8086665.500000 Penalty: 1075.332886
	Iteration 4Q: 3 clusters Score -8086666 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -8090378.500000 Penalty: 1075.332886
	Iteration 5F: 3 clusters Score -8090378 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -8096446.500000 Penalty: 1075.332886
	Iteration 6F: 3 clusters Score -8096446 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -8104512.000000 Penalty: 1075.332886
	Iteration 7F: 3 clusters Score -8104512 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -8111281.000000 Penalty: 1075.332886
	Iteration 8F: 3 clusters Score -8111281 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8114847.500000 Penalty: 1075.332886
	Iteration 9F: 3 clusters Score -8114848 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8116518.000000 Penalty: 1075.332886
	Iteration 10Q: 3 clusters Score -8116518 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -8117595.000000 Penalty: 1075.332886
	Iteration 11Q: 3 clusters Score -8117595 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -8118622.000000 Penalty: 1075.332886
	Iteration 12Q: 3 clusters Score -8118622 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -8119699.500000 Penalty: 1075.332886
	Iteration 13Q: 3 clusters Score -8119700 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -8121366.000000 Penalty: 1075.332886
	Iteration 14Q: 3 clusters Score -8121366 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8122975.000000 Penalty: 1075.332886
	Iteration 15Q: 3 clusters Score -8122975 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -8124519.500000 Penalty: 1075.332886
	Iteration 16Q: 3 clusters Score -8124520 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124307 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -8125836.500000 Penalty: 1075.332886
	Iteration 17Q: 3 clusters Score -8125836 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8126691.500000 Penalty: 1075.332886
	Iteration 18Q: 3 clusters Score -8126692 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8127173.000000 Penalty: 1075.332886
	Iteration 19Q: 3 clusters Score -8127173 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -8127673.000000 Penalty: 1075.332886
	Iteration 20F: 3 clusters Score -8127673 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8128105.000000 Penalty: 1075.332886
	Iteration 21Q: 3 clusters Score -8128105 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8128258.500000 Penalty: 1075.332886
	Iteration 22Q: 3 clusters Score -8128258 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8128310.500000 Penalty: 1075.332886
	Iteration 23Q: 3 clusters Score -8128310 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8128411.500000 Penalty: 1075.332886
	Iteration 24Q: 3 clusters Score -8128412 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133475 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8128442.000000 Penalty: 1075.332886
	Iteration 25Q: 3 clusters Score -8128442 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8128460.000000 Penalty: 1075.332886
	Iteration 26Q: 3 clusters Score -8128460 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8128460.500000 Penalty: 1075.332886
	Iteration 27Q: 3 clusters Score -8128460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8128466.500000 Penalty: 1075.332886
	Iteration 28Q: 3 clusters Score -8128466 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134238 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8128455.000000 Penalty: 1075.332886
	Iteration 29Q: 3 clusters Score -8128455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8128437.500000 Penalty: 1075.332886
	Iteration 30Q: 3 clusters Score -8128438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8128425.000000 Penalty: 1075.332886
	Iteration 31Q: 3 clusters Score -8128425 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8128397.000000 Penalty: 1075.332886
	Iteration 32Q: 3 clusters Score -8128397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134614 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8128394.000000 Penalty: 1075.332886
	Iteration 33Q: 3 clusters Score -8128394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134673 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8128376.000000 Penalty: 1075.332886
	Iteration 34Q: 3 clusters Score -8128376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8128347.000000 Penalty: 1075.332886
	Iteration 35Q: 3 clusters Score -8128347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134772 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8128348.000000 Penalty: 1075.332886
	Iteration 36Q: 3 clusters Score -8128348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8128352.000000 Penalty: 1075.332886
	Iteration 37Q: 3 clusters Score -8128352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8128351.500000 Penalty: 1075.332886
	Iteration 38Q: 3 clusters Score -8128352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134889 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8128363.000000 Penalty: 1075.332886
	Iteration 39Q: 3 clusters Score -8128363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8128362.000000 Penalty: 1075.332886
	Iteration 40F: 3 clusters Score -8128362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8128351.500000 Penalty: 1075.332886
	Iteration 41Q: 3 clusters Score -8128352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8128358.500000 Penalty: 1075.332886
	Iteration 42Q: 3 clusters Score -8128358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134946 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8128363.500000 Penalty: 1075.332886
	Iteration 43Q: 3 clusters Score -8128364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134959 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8128361.000000 Penalty: 1075.332886
	Iteration 44Q: 3 clusters Score -8128361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8128352.000000 Penalty: 1075.332886
	Iteration 45Q: 3 clusters Score -8128352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134982 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8128343.500000 Penalty: 1075.332886
	Iteration 46Q: 3 clusters Score -8128344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8128346.000000 Penalty: 1075.332886
	Iteration 47Q: 3 clusters Score -8128346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8128345.500000 Penalty: 1075.332886
	Iteration 48Q: 3 clusters Score -8128346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135010 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8128351.500000 Penalty: 1075.332886
	Iteration 49Q: 3 clusters Score -8128352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8128359.500000 Penalty: 1075.332886
	Iteration 50Q: 3 clusters Score -8128360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135030 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8128358.500000 Penalty: 1075.332886
	Iteration 51Q: 3 clusters Score -8128358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8128351.000000 Penalty: 1075.332886
	Iteration 52Q: 3 clusters Score -8128351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8128350.000000 Penalty: 1075.332886
	Iteration 53Q: 3 clusters Score -8128350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8128346.500000 Penalty: 1075.332886
	Iteration 54Q: 3 clusters Score -8128346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8128350.000000 Penalty: 1075.332886
	Iteration 55Q: 3 clusters Score -8128350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8128347.500000 Penalty: 1075.332886
	Iteration 56Q: 3 clusters Score -8128348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135046 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8128352.000000 Penalty: 1075.332886
	Iteration 57Q: 3 clusters Score -8128352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135050 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8128352.500000 Penalty: 1075.332886
	Iteration 58Q: 3 clusters Score -8128352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8128346.500000 Penalty: 1075.332886
	Iteration 59Q: 3 clusters Score -8128346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8128350.500000 Penalty: 1075.332886
	Iteration 60F: 3 clusters Score -8128350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -53171.820312 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -53171.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52418.546875 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -52418.55 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52643.281250 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -52643.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52692.835938 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -52692.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52723.683594 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -52723.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52754.367188 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -52754.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52790.117188 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -52790.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52820.226562 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -52820.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52848.593750 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -52848.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52871.519531 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -52871.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52883.238281 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -52883.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52890.074219 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -52890.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52893.875000 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -52893.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52899.269531 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -52899.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52903.972656 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -52903.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52907.449219 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -52907.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52910.660156 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -52910.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52913.960938 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -52913.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52914.609375 Penalty: 622.684204
	Iteration 17Q: 3 clusters Score -52914.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52915.312500 Penalty: 622.684204
	Iteration 18Q: 3 clusters Score -52915.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52915.492188 Penalty: 622.684204
	Iteration 19Q: 3 clusters Score -52915.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52915.492188 Penalty: 622.684204
	Iteration 20F: 3 clusters Score -52915.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -84350.320312 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -84350.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83315.023438 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -83315.02 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -83674.554688 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -83674.55 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -83752.882812 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -83752.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -83815.375000 Penalty: 658.375793
	Iteration 3F: 3 clusters Score -83815.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -83889.976562 Penalty: 658.375793
	Iteration 4F: 3 clusters Score -83889.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -83972.445312 Penalty: 658.375793
	Iteration 5F: 3 clusters Score -83972.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84030.085938 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -84030.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -84092.500000 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -84092.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -84140.414062 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -84140.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -84185.976562 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -84185.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -84219.523438 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -84219.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -84242.960938 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -84242.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84275.718750 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -84275.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -84294.453125 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -84294.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -84308.437500 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -84308.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -84324.367188 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -84324.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -84343.195312 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -84343.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -84358.406250 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -84358.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -84379.320312 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -84379.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -84397.734375 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -84397.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -84425.656250 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -84425.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -84469.890625 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -84469.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -84486.023438 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -84486.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84501.703125 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -84501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -84515.445312 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -84515.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -84527.250000 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -84527.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -84531.992188 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -84531.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84535.968750 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -84535.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -84537.671875 Penalty: 658.375793
	Iteration 28Q: 3 clusters Score -84537.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -84538.992188 Penalty: 658.375793
	Iteration 29Q: 3 clusters Score -84538.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -84538.992188 Penalty: 658.375793
	Iteration 30F: 3 clusters Score -84538.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197964.000000 Penalty: 48460.542969
Splitting cluster 22 changes total score from -58198148.000000 to -58197964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Entering Unmasked Estep 
Score: -6685867.000000 Penalty: 528.601624
	Iteration 0F: 2 clusters Score -6685867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -6612417.500000 Penalty: 1057.203247
	Iteration 0F: 3 clusters Score -6612418 nChanged 54289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -6644849.000000 Penalty: 1057.203247
	Iteration 1F: 3 clusters Score -6644849 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -6646779.000000 Penalty: 1057.203247
	Iteration 2Q: 3 clusters Score -6646779 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -6649947.000000 Penalty: 1057.203247
	Iteration 3F: 3 clusters Score -6649947 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -6655180.500000 Penalty: 1057.203247
	Iteration 4F: 3 clusters Score -6655180 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -6662576.000000 Penalty: 1057.203247
	Iteration 5F: 3 clusters Score -6662576 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -6670056.000000 Penalty: 1057.203247
	Iteration 6F: 3 clusters Score -6670056 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 90697 members 
Entering Unmasked Estep 
Score: -6675061.500000 Penalty: 1057.203247
	Iteration 7F: 3 clusters Score -6675062 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -6677713.500000 Penalty: 1057.203247
	Iteration 8Q: 3 clusters Score -6677714 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -6679264.000000 Penalty: 1057.203247
	Iteration 9Q: 3 clusters Score -6679264 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -6680384.500000 Penalty: 1057.203247
	Iteration 10Q: 3 clusters Score -6680384 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -6681423.500000 Penalty: 1057.203247
	Iteration 11Q: 3 clusters Score -6681424 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -6682427.000000 Penalty: 1057.203247
	Iteration 12Q: 3 clusters Score -6682427 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -6683269.000000 Penalty: 1057.203247
	Iteration 13Q: 3 clusters Score -6683269 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -6683996.500000 Penalty: 1057.203247
	Iteration 14Q: 3 clusters Score -6683996 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -6684506.000000 Penalty: 1057.203247
	Iteration 15Q: 3 clusters Score -6684506 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -6684881.500000 Penalty: 1057.203247
	Iteration 16Q: 3 clusters Score -6684882 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -6685090.500000 Penalty: 1057.203247
	Iteration 17Q: 3 clusters Score -6685090 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -6685269.500000 Penalty: 1057.203247
	Iteration 18Q: 3 clusters Score -6685270 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -6685350.000000 Penalty: 1057.203247
	Iteration 19Q: 3 clusters Score -6685350 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -6685414.000000 Penalty: 1057.203247
	Iteration 20F: 3 clusters Score -6685414 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -6685450.500000 Penalty: 1057.203247
	Iteration 21Q: 3 clusters Score -6685450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -6685499.500000 Penalty: 1057.203247
	Iteration 22Q: 3 clusters Score -6685500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -6685556.500000 Penalty: 1057.203247
	Iteration 23Q: 3 clusters Score -6685556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -6685564.000000 Penalty: 1057.203247
	Iteration 24Q: 3 clusters Score -6685564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -6685556.500000 Penalty: 1057.203247
	Iteration 25Q: 3 clusters Score -6685556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -6685565.500000 Penalty: 1057.203247
	Iteration 26Q: 3 clusters Score -6685566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 110388 members 
Entering Unmasked Estep 
Score: -6685580.000000 Penalty: 1057.203247
	Iteration 27Q: 3 clusters Score -6685580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -6685574.500000 Penalty: 1057.203247
	Iteration 28Q: 3 clusters Score -6685574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -6685583.000000 Penalty: 1057.203247
	Iteration 29Q: 3 clusters Score -6685583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -6685578.000000 Penalty: 1057.203247
	Iteration 30Q: 3 clusters Score -6685578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -6685572.000000 Penalty: 1057.203247
	Iteration 31Q: 3 clusters Score -6685572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -6685572.500000 Penalty: 1057.203247
	Iteration 32Q: 3 clusters Score -6685572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -6685575.500000 Penalty: 1057.203247
	Iteration 33Q: 3 clusters Score -6685576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -6685582.500000 Penalty: 1057.203247
	Iteration 34Q: 3 clusters Score -6685582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -6685575.500000 Penalty: 1057.203247
	Iteration 35Q: 3 clusters Score -6685576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -6685583.500000 Penalty: 1057.203247
	Iteration 36Q: 3 clusters Score -6685584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -6685581.500000 Penalty: 1057.203247
	Iteration 37Q: 3 clusters Score -6685582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -6685583.500000 Penalty: 1057.203247
	Iteration 38Q: 3 clusters Score -6685584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -6685580.500000 Penalty: 1057.203247
	Iteration 39Q: 3 clusters Score -6685580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -6685585.500000 Penalty: 1057.203247
	Iteration 40F: 3 clusters Score -6685586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -6685581.500000 Penalty: 1057.203247
	Iteration 41Q: 3 clusters Score -6685582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -6685576.000000 Penalty: 1057.203247
	Iteration 42Q: 3 clusters Score -6685576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -6685576.000000 Penalty: 1057.203247
	Iteration 43Q: 3 clusters Score -6685576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -6685572.500000 Penalty: 1057.203247
	Iteration 44Q: 3 clusters Score -6685572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -6685580.500000 Penalty: 1057.203247
	Iteration 45Q: 3 clusters Score -6685580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -6685584.500000 Penalty: 1057.203247
	Iteration 46Q: 3 clusters Score -6685584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -6685589.000000 Penalty: 1057.203247
	Iteration 47Q: 3 clusters Score -6685589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -6685585.500000 Penalty: 1057.203247
	Iteration 48Q: 3 clusters Score -6685586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -6685585.500000 Penalty: 1057.203247
	Iteration 49Q: 3 clusters Score -6685586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -6685583.500000 Penalty: 1057.203247
	Iteration 50Q: 3 clusters Score -6685584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -6685584.500000 Penalty: 1057.203247
	Iteration 51Q: 3 clusters Score -6685584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -6685587.500000 Penalty: 1057.203247
	Iteration 52Q: 3 clusters Score -6685588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -6685588.500000 Penalty: 1057.203247
	Iteration 53Q: 3 clusters Score -6685588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -6685586.000000 Penalty: 1057.203247
	Iteration 54Q: 3 clusters Score -6685586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -6685589.500000 Penalty: 1057.203247
	Iteration 55Q: 3 clusters Score -6685590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -6685589.500000 Penalty: 1057.203247
	Iteration 56Q: 3 clusters Score -6685590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -6685590.000000 Penalty: 1057.203247
	Iteration 57Q: 3 clusters Score -6685590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -6685590.000000 Penalty: 1057.203247
	Iteration 58F: 3 clusters Score -6685590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14662.993164 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14662.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14743.245117 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14743.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14776.322266 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14776.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14797.596680 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14807.614258 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14807.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14815.056641 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14815.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14819.479492 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14819.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14826.224609 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14826.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14827.715820 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14827.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14829.891602 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14829.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14833.775391 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -14833.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14835.834961 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -14835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14835.834961 Penalty: 501.354340
	Iteration 12F: 3 clusters Score -14835.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -133984.562500 Penalty: 350.834717
	Iteration 0F: 2 clusters Score -133984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -132420.859375 Penalty: 701.669434
	Iteration 0F: 3 clusters Score -132420.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -132924.000000 Penalty: 701.669434
	Iteration 1F: 3 clusters Score -132924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -133047.406250 Penalty: 701.669434
	Iteration 2F: 3 clusters Score -133047.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133206.375000 Penalty: 701.669434
	Iteration 3F: 3 clusters Score -133206.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133342.250000 Penalty: 701.669434
	Iteration 4F: 3 clusters Score -133342.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133467.578125 Penalty: 701.669434
	Iteration 5F: 3 clusters Score -133467.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133546.031250 Penalty: 701.669434
	Iteration 6Q: 3 clusters Score -133546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133595.156250 Penalty: 701.669434
	Iteration 7Q: 3 clusters Score -133595.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133643.078125 Penalty: 701.669434
	Iteration 8Q: 3 clusters Score -133643.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133682.937500 Penalty: 701.669434
	Iteration 9Q: 3 clusters Score -133682.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133721.468750 Penalty: 701.669434
	Iteration 10Q: 3 clusters Score -133721.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133746.921875 Penalty: 701.669434
	Iteration 11Q: 3 clusters Score -133746.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133755.031250 Penalty: 701.669434
	Iteration 12Q: 3 clusters Score -133755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133761.343750 Penalty: 701.669434
	Iteration 13Q: 3 clusters Score -133761.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133764.703125 Penalty: 701.669434
	Iteration 14Q: 3 clusters Score -133764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133768.375000 Penalty: 701.669434
	Iteration 15Q: 3 clusters Score -133768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133771.703125 Penalty: 701.669434
	Iteration 16Q: 3 clusters Score -133771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133773.093750 Penalty: 701.669434
	Iteration 17Q: 3 clusters Score -133773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133773.328125 Penalty: 701.669434
	Iteration 18Q: 3 clusters Score -133773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133773.656250 Penalty: 701.669434
	Iteration 19Q: 3 clusters Score -133773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133773.656250 Penalty: 701.669434
	Iteration 20F: 3 clusters Score -133773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -23986.011719 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -23986.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23551.054688 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -23551.05 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23720.673828 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -23720.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23827.220703 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -23827.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23940.335938 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -23940.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24044.462891 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -24044.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24100.111328 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -24100.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24138.279297 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -24138.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24184.347656 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -24184.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24230.914062 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -24230.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24260.855469 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -24260.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24265.968750 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -24265.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24265.968750 Penalty: 546.578186
	Iteration 11F: 3 clusters Score -24265.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 246 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58198052.000000 Penalty: 48460.542969
Splitting cluster 26 changes total score from -58198148.000000 to -58198052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -13351.002930 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -13351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13018.524414 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -13018.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13148.299805 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -13148.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13222.214844 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -13222.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13242.421875 Penalty: 512.440247
	Iteration 3F: 3 clusters Score -13242.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13255.895508 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -13255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13270.557617 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -13270.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13287.019531 Penalty: 512.440247
	Iteration 6F: 3 clusters Score -13287.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13304.458008 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -13304.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13324.110352 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -13324.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13354.998047 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -13355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13377.574219 Penalty: 512.440247
	Iteration 10Q: 3 clusters Score -13377.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13387.209961 Penalty: 512.440247
	Iteration 11Q: 3 clusters Score -13387.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13415.583984 Penalty: 512.440247
	Iteration 12Q: 3 clusters Score -13415.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13426.268555 Penalty: 512.440247
	Iteration 13Q: 3 clusters Score -13426.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13448.465820 Penalty: 512.440247
	Iteration 14Q: 3 clusters Score -13448.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13451.718750 Penalty: 512.440247
	Iteration 15Q: 3 clusters Score -13451.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13452.365234 Penalty: 512.440247
	Iteration 16Q: 3 clusters Score -13452.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13452.365234 Penalty: 512.440247
	Iteration 17F: 3 clusters Score -13452.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 115 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 164 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197780.000000 Penalty: 48460.542969
Splitting cluster 27 changes total score from -58198148.000000 to -58197780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Entering Unmasked Estep 
Score: -339065.218750 Penalty: 393.669373
	Iteration 0F: 2 clusters Score -339065.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -335227.593750 Penalty: 787.338745
	Iteration 0F: 3 clusters Score -335227.6 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -336654.750000 Penalty: 787.338745
	Iteration 1F: 3 clusters Score -336654.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -336864.562500 Penalty: 787.338745
	Iteration 2F: 3 clusters Score -336864.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -337126.906250 Penalty: 787.338745
	Iteration 3F: 3 clusters Score -337126.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -337419.000000 Penalty: 787.338745
	Iteration 4F: 3 clusters Score -337419 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -337715.375000 Penalty: 787.338745
	Iteration 5F: 3 clusters Score -337715.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -337981.406250 Penalty: 787.338745
	Iteration 6F: 3 clusters Score -337981.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -338106.750000 Penalty: 787.338745
	Iteration 7Q: 3 clusters Score -338106.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -338184.843750 Penalty: 787.338745
	Iteration 8Q: 3 clusters Score -338184.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -338252.062500 Penalty: 787.338745
	Iteration 9Q: 3 clusters Score -338252.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -338322.531250 Penalty: 787.338745
	Iteration 10Q: 3 clusters Score -338322.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -338401.687500 Penalty: 787.338745
	Iteration 11Q: 3 clusters Score -338401.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -338459.656250 Penalty: 787.338745
	Iteration 12Q: 3 clusters Score -338459.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -338497.093750 Penalty: 787.338745
	Iteration 13Q: 3 clusters Score -338497.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -338516.875000 Penalty: 787.338745
	Iteration 14Q: 3 clusters Score -338516.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -338527.406250 Penalty: 787.338745
	Iteration 15Q: 3 clusters Score -338527.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -338537.312500 Penalty: 787.338745
	Iteration 16Q: 3 clusters Score -338537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -338544.062500 Penalty: 787.338745
	Iteration 17Q: 3 clusters Score -338544.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -338549.781250 Penalty: 787.338745
	Iteration 18Q: 3 clusters Score -338549.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -338553.218750 Penalty: 787.338745
	Iteration 19Q: 3 clusters Score -338553.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -338558.250000 Penalty: 787.338745
	Iteration 20F: 3 clusters Score -338558.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -338565.187500 Penalty: 787.338745
	Iteration 21Q: 3 clusters Score -338565.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -338570.687500 Penalty: 787.338745
	Iteration 22Q: 3 clusters Score -338570.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -338576.062500 Penalty: 787.338745
	Iteration 23Q: 3 clusters Score -338576.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -338582.468750 Penalty: 787.338745
	Iteration 24Q: 3 clusters Score -338582.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -338588.750000 Penalty: 787.338745
	Iteration 25Q: 3 clusters Score -338588.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338594.125000 Penalty: 787.338745
	Iteration 26Q: 3 clusters Score -338594.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -338600.437500 Penalty: 787.338745
	Iteration 27Q: 3 clusters Score -338600.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -338604.500000 Penalty: 787.338745
	Iteration 28Q: 3 clusters Score -338604.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -338608.937500 Penalty: 787.338745
	Iteration 29Q: 3 clusters Score -338608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338611.843750 Penalty: 787.338745
	Iteration 30Q: 3 clusters Score -338611.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -338614.125000 Penalty: 787.338745
	Iteration 31Q: 3 clusters Score -338614.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -338616.187500 Penalty: 787.338745
	Iteration 32Q: 3 clusters Score -338616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -338617.812500 Penalty: 787.338745
	Iteration 33Q: 3 clusters Score -338617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -338618.250000 Penalty: 787.338745
	Iteration 34Q: 3 clusters Score -338618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -338619.000000 Penalty: 787.338745
	Iteration 35Q: 3 clusters Score -338619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338619.031250 Penalty: 787.338745
	Iteration 36Q: 3 clusters Score -338619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -338620.625000 Penalty: 787.338745
	Iteration 37Q: 3 clusters Score -338620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -338621.968750 Penalty: 787.338745
	Iteration 38Q: 3 clusters Score -338622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -338622.718750 Penalty: 787.338745
	Iteration 39Q: 3 clusters Score -338622.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -338624.062500 Penalty: 787.338745
	Iteration 40F: 3 clusters Score -338624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -338625.187500 Penalty: 787.338745
	Iteration 41Q: 3 clusters Score -338625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -338625.562500 Penalty: 787.338745
	Iteration 42Q: 3 clusters Score -338625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338625.906250 Penalty: 787.338745
	Iteration 43Q: 3 clusters Score -338625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338627.375000 Penalty: 787.338745
	Iteration 44Q: 3 clusters Score -338627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338627.781250 Penalty: 787.338745
	Iteration 45Q: 3 clusters Score -338627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -338627.375000 Penalty: 787.338745
	Iteration 46Q: 3 clusters Score -338627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -338628.375000 Penalty: 787.338745
	Iteration 47Q: 3 clusters Score -338628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -338629.000000 Penalty: 787.338745
	Iteration 48Q: 3 clusters Score -338629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338629.093750 Penalty: 787.338745
	Iteration 49Q: 3 clusters Score -338629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -338630.937500 Penalty: 787.338745
	Iteration 50Q: 3 clusters Score -338630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -338631.312500 Penalty: 787.338745
	Iteration 51Q: 3 clusters Score -338631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -338633.093750 Penalty: 787.338745
	Iteration 52Q: 3 clusters Score -338633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -338634.875000 Penalty: 787.338745
	Iteration 53Q: 3 clusters Score -338634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -338636.968750 Penalty: 787.338745
	Iteration 54Q: 3 clusters Score -338637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338638.312500 Penalty: 787.338745
	Iteration 55Q: 3 clusters Score -338638.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -338640.593750 Penalty: 787.338745
	Iteration 56Q: 3 clusters Score -338640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338641.687500 Penalty: 787.338745
	Iteration 57Q: 3 clusters Score -338641.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -338641.750000 Penalty: 787.338745
	Iteration 58Q: 3 clusters Score -338641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -338642.406250 Penalty: 787.338745
	Iteration 59Q: 3 clusters Score -338642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -338642.218750 Penalty: 787.338745
	Iteration 60F: 3 clusters Score -338642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -338642.031250 Penalty: 787.338745
	Iteration 61Q: 3 clusters Score -338642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -338642.031250 Penalty: 787.338745
	Iteration 62F: 3 clusters Score -338642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Entering Unmasked Estep 
Score: -6750972.000000 Penalty: 530.035156
	Iteration 0F: 2 clusters Score -6750972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -6673816.000000 Penalty: 1060.070312
	Iteration 0F: 3 clusters Score -6673816 nChanged 56073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -6709351.500000 Penalty: 1060.070312
	Iteration 1F: 3 clusters Score -6709352 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6711573.500000 Penalty: 1060.070312
	Iteration 2Q: 3 clusters Score -6711574 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6715205.000000 Penalty: 1060.070312
	Iteration 3F: 3 clusters Score -6715205 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -6720755.500000 Penalty: 1060.070312
	Iteration 4F: 3 clusters Score -6720756 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -6728026.000000 Penalty: 1060.070312
	Iteration 5F: 3 clusters Score -6728026 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -6735908.500000 Penalty: 1060.070312
	Iteration 6F: 3 clusters Score -6735908 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6742031.000000 Penalty: 1060.070312
	Iteration 7Q: 3 clusters Score -6742031 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -6745296.500000 Penalty: 1060.070312
	Iteration 8Q: 3 clusters Score -6745296 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -6746783.500000 Penalty: 1060.070312
	Iteration 9Q: 3 clusters Score -6746784 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -6747651.000000 Penalty: 1060.070312
	Iteration 10Q: 3 clusters Score -6747651 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -6748311.500000 Penalty: 1060.070312
	Iteration 11Q: 3 clusters Score -6748312 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6748843.500000 Penalty: 1060.070312
	Iteration 12Q: 3 clusters Score -6748844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6749233.500000 Penalty: 1060.070312
	Iteration 13Q: 3 clusters Score -6749234 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6749615.000000 Penalty: 1060.070312
	Iteration 14Q: 3 clusters Score -6749615 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111764 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6749919.500000 Penalty: 1060.070312
	Iteration 15Q: 3 clusters Score -6749920 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6750157.500000 Penalty: 1060.070312
	Iteration 16Q: 3 clusters Score -6750158 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6750308.500000 Penalty: 1060.070312
	Iteration 17Q: 3 clusters Score -6750308 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6750432.500000 Penalty: 1060.070312
	Iteration 18Q: 3 clusters Score -6750432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113147 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6750510.500000 Penalty: 1060.070312
	Iteration 19Q: 3 clusters Score -6750510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6750584.000000 Penalty: 1060.070312
	Iteration 20F: 3 clusters Score -6750584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6750621.000000 Penalty: 1060.070312
	Iteration 21Q: 3 clusters Score -6750621 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6750652.000000 Penalty: 1060.070312
	Iteration 22Q: 3 clusters Score -6750652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113643 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6750654.000000 Penalty: 1060.070312
	Iteration 23Q: 3 clusters Score -6750654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6750663.000000 Penalty: 1060.070312
	Iteration 24Q: 3 clusters Score -6750663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6750679.000000 Penalty: 1060.070312
	Iteration 25Q: 3 clusters Score -6750679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6750683.000000 Penalty: 1060.070312
	Iteration 26Q: 3 clusters Score -6750683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6750681.000000 Penalty: 1060.070312
	Iteration 27Q: 3 clusters Score -6750681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6750685.000000 Penalty: 1060.070312
	Iteration 28Q: 3 clusters Score -6750685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6750683.000000 Penalty: 1060.070312
	Iteration 29Q: 3 clusters Score -6750683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6750686.500000 Penalty: 1060.070312
	Iteration 30Q: 3 clusters Score -6750686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6750695.500000 Penalty: 1060.070312
	Iteration 31Q: 3 clusters Score -6750696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6750698.500000 Penalty: 1060.070312
	Iteration 32Q: 3 clusters Score -6750698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6750701.500000 Penalty: 1060.070312
	Iteration 33Q: 3 clusters Score -6750702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6750705.500000 Penalty: 1060.070312
	Iteration 34Q: 3 clusters Score -6750706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6750713.500000 Penalty: 1060.070312
	Iteration 35Q: 3 clusters Score -6750714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6750714.500000 Penalty: 1060.070312
	Iteration 36Q: 3 clusters Score -6750714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6750720.000000 Penalty: 1060.070312
	Iteration 37Q: 3 clusters Score -6750720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6750711.500000 Penalty: 1060.070312
	Iteration 38Q: 3 clusters Score -6750712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6750711.500000 Penalty: 1060.070312
	Iteration 39Q: 3 clusters Score -6750712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6750712.000000 Penalty: 1060.070312
	Iteration 40F: 3 clusters Score -6750712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6750705.500000 Penalty: 1060.070312
	Iteration 41Q: 3 clusters Score -6750706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6750706.500000 Penalty: 1060.070312
	Iteration 42Q: 3 clusters Score -6750706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6750709.000000 Penalty: 1060.070312
	Iteration 43Q: 3 clusters Score -6750709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6750708.500000 Penalty: 1060.070312
	Iteration 44Q: 3 clusters Score -6750708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6750718.000000 Penalty: 1060.070312
	Iteration 45Q: 3 clusters Score -6750718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113992 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6750722.000000 Penalty: 1060.070312
	Iteration 46Q: 3 clusters Score -6750722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6750711.000000 Penalty: 1060.070312
	Iteration 47Q: 3 clusters Score -6750711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6750710.500000 Penalty: 1060.070312
	Iteration 48Q: 3 clusters Score -6750710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6750713.500000 Penalty: 1060.070312
	Iteration 49Q: 3 clusters Score -6750714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6750714.000000 Penalty: 1060.070312
	Iteration 50Q: 3 clusters Score -6750714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6750721.000000 Penalty: 1060.070312
	Iteration 51Q: 3 clusters Score -6750721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6750731.500000 Penalty: 1060.070312
	Iteration 52Q: 3 clusters Score -6750732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6750736.500000 Penalty: 1060.070312
	Iteration 53Q: 3 clusters Score -6750736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6750733.500000 Penalty: 1060.070312
	Iteration 54Q: 3 clusters Score -6750734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6750731.000000 Penalty: 1060.070312
	Iteration 55Q: 3 clusters Score -6750731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6750736.000000 Penalty: 1060.070312
	Iteration 56Q: 3 clusters Score -6750736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6750732.500000 Penalty: 1060.070312
	Iteration 57Q: 3 clusters Score -6750732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6750735.000000 Penalty: 1060.070312
	Iteration 58Q: 3 clusters Score -6750735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6750735.000000 Penalty: 1060.070312
	Iteration 59F: 3 clusters Score -6750735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24831.384766 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24831.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24402.843750 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -24402.84 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24583.355469 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24583.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24647.160156 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -24647.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24715.195312 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -24715.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24813.996094 Penalty: 555.129028
	Iteration 4F: 3 clusters Score -24814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24850.554688 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24850.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24876.134766 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24876.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24898.599609 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24917.457031 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24917.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24959.771484 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24959.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24968.777344 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24968.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24972.326172 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24972.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24977.267578 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -24977.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24989.322266 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -24989.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24996.753906 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -24996.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25023.140625 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -25023.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -25041.214844 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -25041.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -25041.214844 Penalty: 555.129028
	Iteration 17F: 3 clusters Score -25041.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 208078 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 326 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58197956.000000 Penalty: 48460.542969
Splitting cluster 30 changes total score from -58198148.000000 to -58197956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (208078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208078 members 
Entering Unmasked Estep 
Score: -12433717.000000 Penalty: 557.177917
	Iteration 0F: 2 clusters Score -1.243372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -12319470.000000 Penalty: 1114.355835
	Iteration 0F: 3 clusters Score -1.231947e+07 nChanged 102509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -12384154.000000 Penalty: 1114.355835
	Iteration 1F: 3 clusters Score -1.238415e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -12387616.000000 Penalty: 1114.355835
	Iteration 2Q: 3 clusters Score -1.238762e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -12392656.000000 Penalty: 1114.355835
	Iteration 3F: 3 clusters Score -1.239266e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 134217 members 
Entering Unmasked Estep 
Score: -12399523.000000 Penalty: 1114.355835
	Iteration 4F: 3 clusters Score -1.239952e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 141882 members 
Entering Unmasked Estep 
Score: -12408447.000000 Penalty: 1114.355835
	Iteration 5F: 3 clusters Score -1.240845e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 146204 members 
Entering Unmasked Estep 
Score: -12416810.000000 Penalty: 1114.355835
	Iteration 6F: 3 clusters Score -1.241681e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 147651 members 
Entering Unmasked Estep 
Score: -12420861.000000 Penalty: 1114.355835
	Iteration 7Q: 3 clusters Score -1.242086e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -12421977.000000 Penalty: 1114.355835
	Iteration 8Q: 3 clusters Score -1.242198e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 148628 members 
Entering Unmasked Estep 
Score: -12422268.000000 Penalty: 1114.355835
	Iteration 9Q: 3 clusters Score -1.242227e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -12422360.000000 Penalty: 1114.355835
	Iteration 10Q: 3 clusters Score -1.242236e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -12422323.000000 Penalty: 1114.355835
	Iteration 11Q: 3 clusters Score -1.242232e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -12422368.000000 Penalty: 1114.355835
	Iteration 12Q: 3 clusters Score -1.242237e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -12422384.000000 Penalty: 1114.355835
	Iteration 13Q: 3 clusters Score -1.242238e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -12422288.000000 Penalty: 1114.355835
	Iteration 14Q: 3 clusters Score -1.242229e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -12422259.000000 Penalty: 1114.355835
	Iteration 15Q: 3 clusters Score -1.242226e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -12422196.000000 Penalty: 1114.355835
	Iteration 16Q: 3 clusters Score -1.24222e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 144851 members 
Entering Unmasked Estep 
Score: -12422180.000000 Penalty: 1114.355835
	Iteration 17Q: 3 clusters Score -1.242218e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 143484 members 
Entering Unmasked Estep 
Score: -12422104.000000 Penalty: 1114.355835
	Iteration 18Q: 3 clusters Score -1.24221e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -12422252.000000 Penalty: 1114.355835
	Iteration 19Q: 3 clusters Score -1.242225e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 140022 members 
Entering Unmasked Estep 
Score: -12422323.000000 Penalty: 1114.355835
	Iteration 20F: 3 clusters Score -1.242232e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -12422492.000000 Penalty: 1114.355835
	Iteration 21Q: 3 clusters Score -1.242249e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 136020 members 
Entering Unmasked Estep 
Score: -12422745.000000 Penalty: 1114.355835
	Iteration 22Q: 3 clusters Score -1.242274e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -12422985.000000 Penalty: 1114.355835
	Iteration 23Q: 3 clusters Score -1.242298e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -12423217.000000 Penalty: 1114.355835
	Iteration 24Q: 3 clusters Score -1.242322e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -12423540.000000 Penalty: 1114.355835
	Iteration 25Q: 3 clusters Score -1.242354e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -12423938.000000 Penalty: 1114.355835
	Iteration 26Q: 3 clusters Score -1.242394e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -12424227.000000 Penalty: 1114.355835
	Iteration 27Q: 3 clusters Score -1.242423e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -12424714.000000 Penalty: 1114.355835
	Iteration 28Q: 3 clusters Score -1.242471e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -12425265.000000 Penalty: 1114.355835
	Iteration 29Q: 3 clusters Score -1.242526e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -12425869.000000 Penalty: 1114.355835
	Iteration 30Q: 3 clusters Score -1.242587e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -12426410.000000 Penalty: 1114.355835
	Iteration 31Q: 3 clusters Score -1.242641e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -12427038.000000 Penalty: 1114.355835
	Iteration 32Q: 3 clusters Score -1.242704e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -12427634.000000 Penalty: 1114.355835
	Iteration 33Q: 3 clusters Score -1.242763e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -12428315.000000 Penalty: 1114.355835
	Iteration 34Q: 3 clusters Score -1.242832e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -12428859.000000 Penalty: 1114.355835
	Iteration 35Q: 3 clusters Score -1.242886e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -12429421.000000 Penalty: 1114.355835
	Iteration 36Q: 3 clusters Score -1.242942e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -12429928.000000 Penalty: 1114.355835
	Iteration 37Q: 3 clusters Score -1.242993e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -12430429.000000 Penalty: 1114.355835
	Iteration 38Q: 3 clusters Score -1.243043e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -12430891.000000 Penalty: 1114.355835
	Iteration 39Q: 3 clusters Score -1.243089e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -12431718.000000 Penalty: 1114.355835
	Iteration 40F: 3 clusters Score -1.243172e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -12432374.000000 Penalty: 1114.355835
	Iteration 41Q: 3 clusters Score -1.243237e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -12433221.000000 Penalty: 1114.355835
	Iteration 42Q: 3 clusters Score -1.243322e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -12433937.000000 Penalty: 1114.355835
	Iteration 43Q: 3 clusters Score -1.243394e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -12434573.000000 Penalty: 1114.355835
	Iteration 44Q: 3 clusters Score -1.243457e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -12435297.000000 Penalty: 1114.355835
	Iteration 45Q: 3 clusters Score -1.24353e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -12436073.000000 Penalty: 1114.355835
	Iteration 46Q: 3 clusters Score -1.243607e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -12436802.000000 Penalty: 1114.355835
	Iteration 47Q: 3 clusters Score -1.24368e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -12437639.000000 Penalty: 1114.355835
	Iteration 48Q: 3 clusters Score -1.243764e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -12438268.000000 Penalty: 1114.355835
	Iteration 49Q: 3 clusters Score -1.243827e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109688 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -12438915.000000 Penalty: 1114.355835
	Iteration 50Q: 3 clusters Score -1.243892e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -12439518.000000 Penalty: 1114.355835
	Iteration 51Q: 3 clusters Score -1.243952e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -12440169.000000 Penalty: 1114.355835
	Iteration 52Q: 3 clusters Score -1.244017e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -12440624.000000 Penalty: 1114.355835
	Iteration 53Q: 3 clusters Score -1.244062e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -12441083.000000 Penalty: 1114.355835
	Iteration 54Q: 3 clusters Score -1.244108e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -12441492.000000 Penalty: 1114.355835
	Iteration 55Q: 3 clusters Score -1.244149e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -12441676.000000 Penalty: 1114.355835
	Iteration 56Q: 3 clusters Score -1.244168e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -12441797.000000 Penalty: 1114.355835
	Iteration 57Q: 3 clusters Score -1.24418e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112855 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -12441833.000000 Penalty: 1114.355835
	Iteration 58Q: 3 clusters Score -1.244183e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -12441920.000000 Penalty: 1114.355835
	Iteration 59Q: 3 clusters Score -1.244192e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -12441955.000000 Penalty: 1114.355835
	Iteration 60F: 3 clusters Score -1.244196e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 94117 members 
Entering Unmasked Estep 
Score: -12441885.000000 Penalty: 1114.355835
	Iteration 61Q: 3 clusters Score -1.244188e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -12441917.000000 Penalty: 1114.355835
	Iteration 62Q: 3 clusters Score -1.244192e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -12442005.000000 Penalty: 1114.355835
	Iteration 63Q: 3 clusters Score -1.2442e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -12441977.000000 Penalty: 1114.355835
	Iteration 64Q: 3 clusters Score -1.244198e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -12441982.000000 Penalty: 1114.355835
	Iteration 65Q: 3 clusters Score -1.244198e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -12442035.000000 Penalty: 1114.355835
	Iteration 66Q: 3 clusters Score -1.244204e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116081 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -12442012.000000 Penalty: 1114.355835
	Iteration 67Q: 3 clusters Score -1.244201e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -12441960.000000 Penalty: 1114.355835
	Iteration 68Q: 3 clusters Score -1.244196e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116797 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -12441888.000000 Penalty: 1114.355835
	Iteration 69Q: 3 clusters Score -1.244189e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -12441883.000000 Penalty: 1114.355835
	Iteration 70Q: 3 clusters Score -1.244188e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117533 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -12441884.000000 Penalty: 1114.355835
	Iteration 71Q: 3 clusters Score -1.244188e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -12441909.000000 Penalty: 1114.355835
	Iteration 72Q: 3 clusters Score -1.244191e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -12441883.000000 Penalty: 1114.355835
	Iteration 73Q: 3 clusters Score -1.244188e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -12441835.000000 Penalty: 1114.355835
	Iteration 74Q: 3 clusters Score -1.244184e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -12441781.000000 Penalty: 1114.355835
	Iteration 75Q: 3 clusters Score -1.244178e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -12441733.000000 Penalty: 1114.355835
	Iteration 76Q: 3 clusters Score -1.244173e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -12441736.000000 Penalty: 1114.355835
	Iteration 77Q: 3 clusters Score -1.244174e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119644 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -12441703.000000 Penalty: 1114.355835
	Iteration 78Q: 3 clusters Score -1.24417e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119864 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -12441664.000000 Penalty: 1114.355835
	Iteration 79Q: 3 clusters Score -1.244166e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -12441662.000000 Penalty: 1114.355835
	Iteration 80F: 3 clusters Score -1.244166e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -12441584.000000 Penalty: 1114.355835
	Iteration 81Q: 3 clusters Score -1.244158e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120488 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -12441546.000000 Penalty: 1114.355835
	Iteration 82Q: 3 clusters Score -1.244155e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -12441541.000000 Penalty: 1114.355835
	Iteration 83Q: 3 clusters Score -1.244154e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -12441494.000000 Penalty: 1114.355835
	Iteration 84Q: 3 clusters Score -1.244149e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -12441431.000000 Penalty: 1114.355835
	Iteration 85Q: 3 clusters Score -1.244143e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -12441438.000000 Penalty: 1114.355835
	Iteration 86Q: 3 clusters Score -1.244144e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -12441441.000000 Penalty: 1114.355835
	Iteration 87Q: 3 clusters Score -1.244144e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121320 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -12441392.000000 Penalty: 1114.355835
	Iteration 88Q: 3 clusters Score -1.244139e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121425 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -12441361.000000 Penalty: 1114.355835
	Iteration 89Q: 3 clusters Score -1.244136e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -12441358.000000 Penalty: 1114.355835
	Iteration 90Q: 3 clusters Score -1.244136e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -12441346.000000 Penalty: 1114.355835
	Iteration 91Q: 3 clusters Score -1.244135e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -12441342.000000 Penalty: 1114.355835
	Iteration 92Q: 3 clusters Score -1.244134e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -12441345.000000 Penalty: 1114.355835
	Iteration 93Q: 3 clusters Score -1.244134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121956 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -12441344.000000 Penalty: 1114.355835
	Iteration 94Q: 3 clusters Score -1.244134e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -12441328.000000 Penalty: 1114.355835
	Iteration 95Q: 3 clusters Score -1.244133e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -12441314.000000 Penalty: 1114.355835
	Iteration 96Q: 3 clusters Score -1.244131e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122234 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -12441285.000000 Penalty: 1114.355835
	Iteration 97Q: 3 clusters Score -1.244128e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122336 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -12441246.000000 Penalty: 1114.355835
	Iteration 98Q: 3 clusters Score -1.244125e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122431 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -12441233.000000 Penalty: 1114.355835
	Iteration 99Q: 3 clusters Score -1.244123e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122536 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -12441207.000000 Penalty: 1114.355835
	Iteration 100F: 3 clusters Score -1.244121e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -12441174.000000 Penalty: 1114.355835
	Iteration 101Q: 3 clusters Score -1.244117e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -12441174.000000 Penalty: 1114.355835
	Iteration 102Q: 3 clusters Score -1.244117e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -12441154.000000 Penalty: 1114.355835
	Iteration 103Q: 3 clusters Score -1.244115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -12441157.000000 Penalty: 1114.355835
	Iteration 104Q: 3 clusters Score -1.244116e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -12441134.000000 Penalty: 1114.355835
	Iteration 105Q: 3 clusters Score -1.244113e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -12441136.000000 Penalty: 1114.355835
	Iteration 106Q: 3 clusters Score -1.244114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -12441142.000000 Penalty: 1114.355835
	Iteration 107Q: 3 clusters Score -1.244114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -12441126.000000 Penalty: 1114.355835
	Iteration 108Q: 3 clusters Score -1.244113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -12441120.000000 Penalty: 1114.355835
	Iteration 109Q: 3 clusters Score -1.244112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -12441115.000000 Penalty: 1114.355835
	Iteration 110Q: 3 clusters Score -1.244112e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -12441109.000000 Penalty: 1114.355835
	Iteration 111Q: 3 clusters Score -1.244111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -12441100.000000 Penalty: 1114.355835
	Iteration 112Q: 3 clusters Score -1.24411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123409 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -12441089.000000 Penalty: 1114.355835
	Iteration 113Q: 3 clusters Score -1.244109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -12441095.000000 Penalty: 1114.355835
	Iteration 114Q: 3 clusters Score -1.24411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -12441097.000000 Penalty: 1114.355835
	Iteration 115Q: 3 clusters Score -1.24411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123485 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -12441104.000000 Penalty: 1114.355835
	Iteration 116Q: 3 clusters Score -1.24411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -12441092.000000 Penalty: 1114.355835
	Iteration 117Q: 3 clusters Score -1.244109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123540 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -12441086.000000 Penalty: 1114.355835
	Iteration 118Q: 3 clusters Score -1.244109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123574 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -12441066.000000 Penalty: 1114.355835
	Iteration 119Q: 3 clusters Score -1.244107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -12441063.000000 Penalty: 1114.355835
	Iteration 120F: 3 clusters Score -1.244106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -12441065.000000 Penalty: 1114.355835
	Iteration 121Q: 3 clusters Score -1.244106e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123695 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -12441060.000000 Penalty: 1114.355835
	Iteration 122Q: 3 clusters Score -1.244106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123744 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -12441052.000000 Penalty: 1114.355835
	Iteration 123Q: 3 clusters Score -1.244105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -12441049.000000 Penalty: 1114.355835
	Iteration 124Q: 3 clusters Score -1.244105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -12441045.000000 Penalty: 1114.355835
	Iteration 125Q: 3 clusters Score -1.244104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -12441045.000000 Penalty: 1114.355835
	Iteration 126Q: 3 clusters Score -1.244104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123940 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -12441024.000000 Penalty: 1114.355835
	Iteration 127Q: 3 clusters Score -1.244102e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -12441018.000000 Penalty: 1114.355835
	Iteration 128Q: 3 clusters Score -1.244102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -12441004.000000 Penalty: 1114.355835
	Iteration 129Q: 3 clusters Score -1.2441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124069 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -12441011.000000 Penalty: 1114.355835
	Iteration 130Q: 3 clusters Score -1.244101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -12441019.000000 Penalty: 1114.355835
	Iteration 131Q: 3 clusters Score -1.244102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -12441019.000000 Penalty: 1114.355835
	Iteration 132Q: 3 clusters Score -1.244102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -12441019.000000 Penalty: 1114.355835
	Iteration 133Q: 3 clusters Score -1.244102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124224 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -12440999.000000 Penalty: 1114.355835
	Iteration 134Q: 3 clusters Score -1.2441e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -12440994.000000 Penalty: 1114.355835
	Iteration 135Q: 3 clusters Score -1.244099e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -12440964.000000 Penalty: 1114.355835
	Iteration 136Q: 3 clusters Score -1.244096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -12440963.000000 Penalty: 1114.355835
	Iteration 137Q: 3 clusters Score -1.244096e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -12440951.000000 Penalty: 1114.355835
	Iteration 138Q: 3 clusters Score -1.244095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -12440941.000000 Penalty: 1114.355835
	Iteration 139Q: 3 clusters Score -1.244094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124540 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -12440945.000000 Penalty: 1114.355835
	Iteration 140F: 3 clusters Score -1.244094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -12440928.000000 Penalty: 1114.355835
	Iteration 141Q: 3 clusters Score -1.244093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -12440921.000000 Penalty: 1114.355835
	Iteration 142Q: 3 clusters Score -1.244092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -12440920.000000 Penalty: 1114.355835
	Iteration 143Q: 3 clusters Score -1.244092e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -12440921.000000 Penalty: 1114.355835
	Iteration 144Q: 3 clusters Score -1.244092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124761 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -12440908.000000 Penalty: 1114.355835
	Iteration 145Q: 3 clusters Score -1.244091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -12440905.000000 Penalty: 1114.355835
	Iteration 146Q: 3 clusters Score -1.24409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -12440892.000000 Penalty: 1114.355835
	Iteration 147Q: 3 clusters Score -1.244089e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -12440897.000000 Penalty: 1114.355835
	Iteration 148Q: 3 clusters Score -1.24409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124967 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -12440906.000000 Penalty: 1114.355835
	Iteration 149Q: 3 clusters Score -1.244091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -12440887.000000 Penalty: 1114.355835
	Iteration 150Q: 3 clusters Score -1.244089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -12440885.000000 Penalty: 1114.355835
	Iteration 151Q: 3 clusters Score -1.244088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -12440880.000000 Penalty: 1114.355835
	Iteration 152Q: 3 clusters Score -1.244088e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -12440870.000000 Penalty: 1114.355835
	Iteration 153Q: 3 clusters Score -1.244087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -12440859.000000 Penalty: 1114.355835
	Iteration 154Q: 3 clusters Score -1.244086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -12440844.000000 Penalty: 1114.355835
	Iteration 155Q: 3 clusters Score -1.244084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -12440842.000000 Penalty: 1114.355835
	Iteration 156Q: 3 clusters Score -1.244084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125284 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -12440854.000000 Penalty: 1114.355835
	Iteration 157Q: 3 clusters Score -1.244085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125332 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -12440841.000000 Penalty: 1114.355835
	Iteration 158Q: 3 clusters Score -1.244084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -12440827.000000 Penalty: 1114.355835
	Iteration 159Q: 3 clusters Score -1.244083e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -12440810.000000 Penalty: 1114.355835
	Iteration 160F: 3 clusters Score -1.244081e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125496 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -12440783.000000 Penalty: 1114.355835
	Iteration 161Q: 3 clusters Score -1.244078e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -12440781.000000 Penalty: 1114.355835
	Iteration 162Q: 3 clusters Score -1.244078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -12440778.000000 Penalty: 1114.355835
	Iteration 163Q: 3 clusters Score -1.244078e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -12440762.000000 Penalty: 1114.355835
	Iteration 164Q: 3 clusters Score -1.244076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -12440738.000000 Penalty: 1114.355835
	Iteration 165Q: 3 clusters Score -1.244074e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -12440747.000000 Penalty: 1114.355835
	Iteration 166Q: 3 clusters Score -1.244075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -12440728.000000 Penalty: 1114.355835
	Iteration 167Q: 3 clusters Score -1.244073e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125985 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -12440714.000000 Penalty: 1114.355835
	Iteration 168Q: 3 clusters Score -1.244071e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -12440701.000000 Penalty: 1114.355835
	Iteration 169Q: 3 clusters Score -1.24407e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -12440711.000000 Penalty: 1114.355835
	Iteration 170Q: 3 clusters Score -1.244071e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -12440708.000000 Penalty: 1114.355835
	Iteration 171Q: 3 clusters Score -1.244071e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -12440698.000000 Penalty: 1114.355835
	Iteration 172Q: 3 clusters Score -1.24407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126311 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -12440697.000000 Penalty: 1114.355835
	Iteration 173Q: 3 clusters Score -1.24407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -12440705.000000 Penalty: 1114.355835
	Iteration 174Q: 3 clusters Score -1.24407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -12440698.000000 Penalty: 1114.355835
	Iteration 175Q: 3 clusters Score -1.24407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -12440691.000000 Penalty: 1114.355835
	Iteration 176Q: 3 clusters Score -1.244069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -12440686.000000 Penalty: 1114.355835
	Iteration 177Q: 3 clusters Score -1.244069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -12440687.000000 Penalty: 1114.355835
	Iteration 178Q: 3 clusters Score -1.244069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -12440686.000000 Penalty: 1114.355835
	Iteration 179Q: 3 clusters Score -1.244069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -12440680.000000 Penalty: 1114.355835
	Iteration 180F: 3 clusters Score -1.244068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -12440678.000000 Penalty: 1114.355835
	Iteration 181Q: 3 clusters Score -1.244068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -12440687.000000 Penalty: 1114.355835
	Iteration 182Q: 3 clusters Score -1.244069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -12440692.000000 Penalty: 1114.355835
	Iteration 183Q: 3 clusters Score -1.244069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -12440699.000000 Penalty: 1114.355835
	Iteration 184Q: 3 clusters Score -1.24407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -12440694.000000 Penalty: 1114.355835
	Iteration 185Q: 3 clusters Score -1.244069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -12440674.000000 Penalty: 1114.355835
	Iteration 186Q: 3 clusters Score -1.244067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -12440671.000000 Penalty: 1114.355835
	Iteration 187Q: 3 clusters Score -1.244067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -12440675.000000 Penalty: 1114.355835
	Iteration 188Q: 3 clusters Score -1.244068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -12440676.000000 Penalty: 1114.355835
	Iteration 189Q: 3 clusters Score -1.244068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -12440663.000000 Penalty: 1114.355835
	Iteration 190Q: 3 clusters Score -1.244066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -12440666.000000 Penalty: 1114.355835
	Iteration 191Q: 3 clusters Score -1.244067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -12440662.000000 Penalty: 1114.355835
	Iteration 192Q: 3 clusters Score -1.244066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126606 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -12440666.000000 Penalty: 1114.355835
	Iteration 193Q: 3 clusters Score -1.244067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -12440655.000000 Penalty: 1114.355835
	Iteration 194Q: 3 clusters Score -1.244066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -12440657.000000 Penalty: 1114.355835
	Iteration 195Q: 3 clusters Score -1.244066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -12440648.000000 Penalty: 1114.355835
	Iteration 196Q: 3 clusters Score -1.244065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -12440652.000000 Penalty: 1114.355835
	Iteration 197Q: 3 clusters Score -1.244065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -12440646.000000 Penalty: 1114.355835
	Iteration 198Q: 3 clusters Score -1.244065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -12440646.000000 Penalty: 1114.355835
	Iteration 199F: 3 clusters Score -1.244065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58205304.000000 Penalty: 48460.542969
Splitting cluster 31 changes total score from -58198148.000000 to -58205304.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -129131.773438 Penalty: 349.025696
	Iteration 0F: 2 clusters Score -129131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -127666.562500 Penalty: 698.051392
	Iteration 0F: 3 clusters Score -127666.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128363.828125 Penalty: 698.051392
	Iteration 1F: 3 clusters Score -128363.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128563.773438 Penalty: 698.051392
	Iteration 2F: 3 clusters Score -128563.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -128722.382812 Penalty: 698.051392
	Iteration 3F: 3 clusters Score -128722.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -128840.617188 Penalty: 698.051392
	Iteration 4F: 3 clusters Score -128840.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128911.820312 Penalty: 698.051392
	Iteration 5Q: 3 clusters Score -128911.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128961.695312 Penalty: 698.051392
	Iteration 6Q: 3 clusters Score -128961.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128984.289062 Penalty: 698.051392
	Iteration 7Q: 3 clusters Score -128984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128994.054688 Penalty: 698.051392
	Iteration 8Q: 3 clusters Score -128994.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129001.101562 Penalty: 698.051392
	Iteration 9Q: 3 clusters Score -129001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129006.414062 Penalty: 698.051392
	Iteration 10Q: 3 clusters Score -129006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129012.054688 Penalty: 698.051392
	Iteration 11Q: 3 clusters Score -129012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129015.500000 Penalty: 698.051392
	Iteration 12Q: 3 clusters Score -129015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129018.843750 Penalty: 698.051392
	Iteration 13Q: 3 clusters Score -129018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129021.984375 Penalty: 698.051392
	Iteration 14Q: 3 clusters Score -129022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129023.554688 Penalty: 698.051392
	Iteration 15Q: 3 clusters Score -129023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129025.304688 Penalty: 698.051392
	Iteration 16Q: 3 clusters Score -129025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129026.734375 Penalty: 698.051392
	Iteration 17Q: 3 clusters Score -129026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129027.406250 Penalty: 698.051392
	Iteration 18Q: 3 clusters Score -129027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129027.835938 Penalty: 698.051392
	Iteration 19Q: 3 clusters Score -129027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129028.015625 Penalty: 698.051392
	Iteration 20F: 3 clusters Score -129028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129028.218750 Penalty: 698.051392
	Iteration 21Q: 3 clusters Score -129028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129028.796875 Penalty: 698.051392
	Iteration 22Q: 3 clusters Score -129028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129028.796875 Penalty: 698.051392
	Iteration 23F: 3 clusters Score -129028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 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 300 members 
Entering Unmasked Estep 
Score: -34736.496094 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34736.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34908.851562 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34908.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34949.378906 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34949.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34967.578125 Penalty: 577.930603
	Iteration 3Q: 3 clusters Score -34967.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34982.867188 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34982.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34999.148438 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34999.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35016.492188 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35016.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35030.621094 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35030.62 nChanged 8
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: -35036.187500 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35036.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35047.886719 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35047.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35061.410156 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35061.41 nChanged 11
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: -35071.500000 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35085.679688 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35085.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35092.152344 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35092.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35098.988281 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35098.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35114.441406 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35114.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35135.050781 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -35135.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35151.144531 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -35151.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35163.312500 Penalty: 577.930603
	Iteration 18Q: 3 clusters Score -35163.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35169.492188 Penalty: 577.930603
	Iteration 19Q: 3 clusters Score -35169.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35172.328125 Penalty: 577.930603
	Iteration 20F: 3 clusters Score -35172.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35175.058594 Penalty: 577.930603
	Iteration 21Q: 3 clusters Score -35175.06 nChanged 1
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: -35175.761719 Penalty: 577.930603
	Iteration 22Q: 3 clusters Score -35175.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35175.984375 Penalty: 577.930603
	Iteration 23Q: 3 clusters Score -35175.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35175.984375 Penalty: 577.930603
	Iteration 24F: 3 clusters Score -35175.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -51943.328125 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -51943.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51230.402344 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -51230.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51522.332031 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -51522.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51659.367188 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -51659.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51767.382812 Penalty: 611.868774
	Iteration 3F: 3 clusters Score -51767.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51840.132812 Penalty: 611.868774
	Iteration 4F: 3 clusters Score -51840.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -51876.042969 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -51876.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51903.449219 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -51903.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -51920.757812 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -51920.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51936.406250 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -51936.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -51946.140625 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -51946.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -51949.871094 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -51949.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51954.156250 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -51954.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -51955.304688 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -51955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51955.500000 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -51955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51955.500000 Penalty: 611.868774
	Iteration 14F: 3 clusters Score -51955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 333 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58205012.000000 Penalty: 49089.898438
Splitting cluster 34 changes total score from -58198148.000000 to -58205012.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 35 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -10552.881836 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -10552.88 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 154 members 
Entering Unmasked Estep 
Score: -10221.097656 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -10221.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10350.607422 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -10350.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10385.348633 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -10385.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10398.766602 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -10398.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10406.051758 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -10406.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10414.574219 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -10414.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10416.438477 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -10416.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10418.773438 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -10418.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10420.321289 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -10420.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10421.529297 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -10421.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10425.313477 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -10425.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10432.299805 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -10432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10438.216797 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -10438.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10445.624023 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -10445.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10452.487305 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -10452.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10461.931641 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -10461.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10467.168945 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -10467.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10484.588867 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -10484.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10494.452148 Penalty: 522.321167
	Iteration 18Q: 3 clusters Score -10494.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10498.487305 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -10498.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10508.338867 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -10508.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10518.945312 Penalty: 522.321167
	Iteration 21Q: 3 clusters Score -10518.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10530.096680 Penalty: 522.321167
	Iteration 22Q: 3 clusters Score -10530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10530.617188 Penalty: 522.321167
	Iteration 23Q: 3 clusters Score -10530.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10530.617188 Penalty: 522.321167
	Iteration 24F: 3 clusters Score -10530.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3347.086670 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3347.087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3382.364502 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3382.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3415.280762 Penalty: 381.258575
	Iteration 2F: 3 clusters Score -3415.281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -41321.011719 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -41321.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40698.812500 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -40698.81 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40865.046875 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -40865.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40902.238281 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40902.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40923.007812 Penalty: 598.458740
	Iteration 3Q: 3 clusters Score -40923.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40935.402344 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -40935.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40945.781250 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40945.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40951.292969 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -40951.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40956.851562 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -40956.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40961.406250 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -40961.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40966.085938 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -40966.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40968.824219 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40968.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40970.953125 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40970.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40970.953125 Penalty: 598.458740
	Iteration 12F: 3 clusters Score -40970.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -19396.070312 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -19396.07 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 178 members 
Entering Unmasked Estep 
Score: -19036.203125 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -19036.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19218.806641 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -19218.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19318.876953 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -19318.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19356.318359 Penalty: 528.540955
	Iteration 3F: 3 clusters Score -19356.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19390.066406 Penalty: 528.540955
	Iteration 4F: 3 clusters Score -19390.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19411.255859 Penalty: 528.540955
	Iteration 5Q: 3 clusters Score -19411.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19416.957031 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -19416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19416.957031 Penalty: 528.540955
	Iteration 7F: 3 clusters Score -19416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 241 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -58204648.000000 Penalty: 49719.257812
Splitting cluster 38 changes total score from -58198148.000000 to -58204648.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14917.253906 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14917.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15003.496094 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15003.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15056.958984 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15056.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15076.327148 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15076.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15087.399414 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15099.611328 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15099.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15109.225586 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15109.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15114.696289 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15120.952148 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15120.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15124.705078 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -15124.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15126.215820 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -15126.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15127.582031 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -15127.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15131.871094 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -15131.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15133.960938 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -15133.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15135.228516 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -15135.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15136.974609 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -15136.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15137.406250 Penalty: 507.411377
	Iteration 16Q: 3 clusters Score -15137.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15137.406250 Penalty: 507.411377
	Iteration 17F: 3 clusters Score -15137.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -11055.782227 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -11055.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10776.074219 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -10776.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10873.587891 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -10873.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10891.862305 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -10891.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10916.827148 Penalty: 482.146881
	Iteration 3F: 3 clusters Score -10916.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10937.541016 Penalty: 482.146881
	Iteration 4F: 3 clusters Score -10937.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10961.501953 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -10961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10968.012695 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -10968.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10971.173828 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -10971.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10973.051758 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -10973.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10975.619141 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -10975.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10978.622070 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -10978.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10978.622070 Penalty: 482.146881
	Iteration 11F: 3 clusters Score -10978.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -12224.414062 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -12224.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11934.977539 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -11934.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12053.259766 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -12053.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12100.339844 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -12100.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12119.168945 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -12119.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12120.978516 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -12120.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12120.978516 Penalty: 505.671356
	Iteration 5F: 3 clusters Score -12120.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12877.383789 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12877.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12578.604492 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12578.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12695.836914 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12695.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12736.682617 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12736.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12791.958984 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -12791.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12814.178711 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12814.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12821.072266 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12821.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12834.305664 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12834.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12858.850586 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -12858.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12870.486328 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -12870.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12884.037109 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -12884.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12910.342773 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -12910.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12952.011719 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -12952.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12960.928711 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -12960.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12960.928711 Penalty: 499.116516
	Iteration 13F: 3 clusters Score -12960.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Entering Unmasked Estep 
Score: -58204408.000000 Penalty: 50348.613281
Splitting cluster 42 changes total score from -58198148.000000 to -58204408.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 43 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -338498.718750 Penalty: 392.525940
	Iteration 0F: 2 clusters Score -338498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -334800.812500 Penalty: 785.051880
	Iteration 0F: 3 clusters Score -334800.8 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -336293.218750 Penalty: 785.051880
	Iteration 1F: 3 clusters Score -336293.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -336641.937500 Penalty: 785.051880
	Iteration 2F: 3 clusters Score -336641.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -337056.750000 Penalty: 785.051880
	Iteration 3F: 3 clusters Score -337056.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -337375.093750 Penalty: 785.051880
	Iteration 4F: 3 clusters Score -337375.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -337585.562500 Penalty: 785.051880
	Iteration 5F: 3 clusters Score -337585.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -337733.093750 Penalty: 785.051880
	Iteration 6Q: 3 clusters Score -337733.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -337822.250000 Penalty: 785.051880
	Iteration 7Q: 3 clusters Score -337822.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -337875.593750 Penalty: 785.051880
	Iteration 8Q: 3 clusters Score -337875.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -337913.906250 Penalty: 785.051880
	Iteration 9Q: 3 clusters Score -337913.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -337949.218750 Penalty: 785.051880
	Iteration 10Q: 3 clusters Score -337949.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -337980.656250 Penalty: 785.051880
	Iteration 11Q: 3 clusters Score -337980.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -338015.156250 Penalty: 785.051880
	Iteration 12Q: 3 clusters Score -338015.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -338052.625000 Penalty: 785.051880
	Iteration 13Q: 3 clusters Score -338052.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -338096.343750 Penalty: 785.051880
	Iteration 14Q: 3 clusters Score -338096.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -338138.250000 Penalty: 785.051880
	Iteration 15Q: 3 clusters Score -338138.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -338176.062500 Penalty: 785.051880
	Iteration 16Q: 3 clusters Score -338176.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -338210.218750 Penalty: 785.051880
	Iteration 17Q: 3 clusters Score -338210.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -338230.625000 Penalty: 785.051880
	Iteration 18Q: 3 clusters Score -338230.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -338240.375000 Penalty: 785.051880
	Iteration 19Q: 3 clusters Score -338240.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -338245.437500 Penalty: 785.051880
	Iteration 20F: 3 clusters Score -338245.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -338249.218750 Penalty: 785.051880
	Iteration 21Q: 3 clusters Score -338249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -338252.625000 Penalty: 785.051880
	Iteration 22Q: 3 clusters Score -338252.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -338257.312500 Penalty: 785.051880
	Iteration 23Q: 3 clusters Score -338257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -338260.187500 Penalty: 785.051880
	Iteration 24Q: 3 clusters Score -338260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -338261.906250 Penalty: 785.051880
	Iteration 25Q: 3 clusters Score -338261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -338264.312500 Penalty: 785.051880
	Iteration 26Q: 3 clusters Score -338264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338267.593750 Penalty: 785.051880
	Iteration 27Q: 3 clusters Score -338267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -338270.031250 Penalty: 785.051880
	Iteration 28Q: 3 clusters Score -338270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -338272.125000 Penalty: 785.051880
	Iteration 29Q: 3 clusters Score -338272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -338275.125000 Penalty: 785.051880
	Iteration 30Q: 3 clusters Score -338275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 785.051880
	Iteration 31Q: 3 clusters Score -338276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -338276.625000 Penalty: 785.051880
	Iteration 32Q: 3 clusters Score -338276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -338276.375000 Penalty: 785.051880
	Iteration 33Q: 3 clusters Score -338276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -338277.187500 Penalty: 785.051880
	Iteration 34Q: 3 clusters Score -338277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338277.062500 Penalty: 785.051880
	Iteration 35Q: 3 clusters Score -338277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -338278.906250 Penalty: 785.051880
	Iteration 36Q: 3 clusters Score -338278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -338278.093750 Penalty: 785.051880
	Iteration 37Q: 3 clusters Score -338278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -338277.937500 Penalty: 785.051880
	Iteration 38Q: 3 clusters Score -338277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -338278.593750 Penalty: 785.051880
	Iteration 39Q: 3 clusters Score -338278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -338279.687500 Penalty: 785.051880
	Iteration 40F: 3 clusters Score -338279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -338280.593750 Penalty: 785.051880
	Iteration 41Q: 3 clusters Score -338280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -338280.312500 Penalty: 785.051880
	Iteration 42Q: 3 clusters Score -338280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -338281.500000 Penalty: 785.051880
	Iteration 43Q: 3 clusters Score -338281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -338280.593750 Penalty: 785.051880
	Iteration 44Q: 3 clusters Score -338280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -338280.875000 Penalty: 785.051880
	Iteration 45Q: 3 clusters Score -338280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -338281.468750 Penalty: 785.051880
	Iteration 46Q: 3 clusters Score -338281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -338282.000000 Penalty: 785.051880
	Iteration 47Q: 3 clusters Score -338282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -338280.875000 Penalty: 785.051880
	Iteration 48Q: 3 clusters Score -338280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -338281.968750 Penalty: 785.051880
	Iteration 49Q: 3 clusters Score -338282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -338283.375000 Penalty: 785.051880
	Iteration 50Q: 3 clusters Score -338283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -338285.343750 Penalty: 785.051880
	Iteration 51Q: 3 clusters Score -338285.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -338286.750000 Penalty: 785.051880
	Iteration 52Q: 3 clusters Score -338286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -338288.750000 Penalty: 785.051880
	Iteration 53Q: 3 clusters Score -338288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -338290.843750 Penalty: 785.051880
	Iteration 54Q: 3 clusters Score -338290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338294.093750 Penalty: 785.051880
	Iteration 55Q: 3 clusters Score -338294.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -338295.906250 Penalty: 785.051880
	Iteration 56Q: 3 clusters Score -338295.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -338297.750000 Penalty: 785.051880
	Iteration 57Q: 3 clusters Score -338297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -338301.781250 Penalty: 785.051880
	Iteration 58Q: 3 clusters Score -338301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -338305.156250 Penalty: 785.051880
	Iteration 59Q: 3 clusters Score -338305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -338307.343750 Penalty: 785.051880
	Iteration 60F: 3 clusters Score -338307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -338310.000000 Penalty: 785.051880
	Iteration 61Q: 3 clusters Score -338310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338313.656250 Penalty: 785.051880
	Iteration 62Q: 3 clusters Score -338313.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -338316.562500 Penalty: 785.051880
	Iteration 63Q: 3 clusters Score -338316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338320.000000 Penalty: 785.051880
	Iteration 64Q: 3 clusters Score -338320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -338324.281250 Penalty: 785.051880
	Iteration 65Q: 3 clusters Score -338324.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -338329.562500 Penalty: 785.051880
	Iteration 66Q: 3 clusters Score -338329.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -338331.843750 Penalty: 785.051880
	Iteration 67Q: 3 clusters Score -338331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -338336.718750 Penalty: 785.051880
	Iteration 68Q: 3 clusters Score -338336.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338338.500000 Penalty: 785.051880
	Iteration 69Q: 3 clusters Score -338338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -338344.000000 Penalty: 785.051880
	Iteration 70Q: 3 clusters Score -338344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -338346.687500 Penalty: 785.051880
	Iteration 71Q: 3 clusters Score -338346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -338347.968750 Penalty: 785.051880
	Iteration 72Q: 3 clusters Score -338348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -338348.125000 Penalty: 785.051880
	Iteration 73Q: 3 clusters Score -338348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -338348.156250 Penalty: 785.051880
	Iteration 74Q: 3 clusters Score -338348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -338348.500000 Penalty: 785.051880
	Iteration 75Q: 3 clusters Score -338348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -338349.562500 Penalty: 785.051880
	Iteration 76Q: 3 clusters Score -338349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -338348.812500 Penalty: 785.051880
	Iteration 77Q: 3 clusters Score -338348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338348.937500 Penalty: 785.051880
	Iteration 78Q: 3 clusters Score -338348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338348.937500 Penalty: 785.051880
	Iteration 79F: 3 clusters Score -338348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -16328.518555 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -16328.52 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 140 members 
Entering Unmasked Estep 
Score: -15986.043945 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15986.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16058.425781 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -16058.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16071.634766 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -16071.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16077.605469 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -16077.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16082.109375 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -16082.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16088.777344 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -16088.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16097.783203 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -16097.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16106.415039 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -16106.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16112.530273 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -16112.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16119.112305 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -16119.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16120.988281 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -16120.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16120.988281 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -16120.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10084.157227 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10084.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10142.203125 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10170.624023 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10170.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10185.658203 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10185.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10210.116211 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -10210.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10232.372070 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -10232.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10257.045898 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10257.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10269.784180 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10269.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10275.202148 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10275.202148 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -10275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2900.430176 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2900.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2965.604980 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2965.605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2978.419678 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -2978.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2983.242676 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -2983.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2987.821289 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -2987.821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2989.659424 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -2989.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2990.169189 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -2990.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2990.169189 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -2990.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -21229.166016 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -21229.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20790.697266 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20790.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21096.298828 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -21096.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21230.572266 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -21230.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21299.164062 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -21299.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21309.531250 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -21309.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21316.837891 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -21316.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21321.525391 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -21321.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21323.302734 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -21323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21329.486328 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -21329.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21341.910156 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -21341.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21346.603516 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -21346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21347.281250 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -21347.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21347.281250 Penalty: 557.146851
	Iteration 12F: 3 clusters Score -21347.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Entering Unmasked Estep 
Score: -58204124.000000 Penalty: 50977.972656
Splitting cluster 48 changes total score from -58198148.000000 to -58204124.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 49 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -12652.800781 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -12652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12347.901367 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -12347.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12417.125000 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -12417.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12440.565430 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -12440.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12449.487305 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -12449.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12455.399414 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -12455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12457.053711 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -12457.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12457.053711 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -12457.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11395.124023 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11395.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11501.524414 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11501.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11523.489258 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11523.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11532.290039 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11532.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11537.944336 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11537.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11544.082031 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11544.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11544.838867 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11544.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11544.838867 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -11544.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -15834.735352 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -15834.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15532.743164 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -15532.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15719.761719 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -15719.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15764.790039 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -15764.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15787.665039 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -15787.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15798.564453 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -15798.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15803.150391 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -15803.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15804.725586 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -15804.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15808.435547 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -15808.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15808.435547 Penalty: 512.113525
	Iteration 8F: 3 clusters Score -15808.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (81534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Entering Unmasked Estep 
Score: -4860374.500000 Penalty: 514.549255
	Iteration 0F: 2 clusters Score -4860374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4805239.500000 Penalty: 1029.098511
	Iteration 0F: 3 clusters Score -4805240 nChanged 39892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -4829492.000000 Penalty: 1029.098511
	Iteration 1F: 3 clusters Score -4829492 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -4830950.000000 Penalty: 1029.098511
	Iteration 2Q: 3 clusters Score -4830950 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -4832863.000000 Penalty: 1029.098511
	Iteration 3Q: 3 clusters Score -4832863 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -4835368.500000 Penalty: 1029.098511
	Iteration 4F: 3 clusters Score -4835368 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -4838831.000000 Penalty: 1029.098511
	Iteration 5F: 3 clusters Score -4838831 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -4843368.000000 Penalty: 1029.098511
	Iteration 6F: 3 clusters Score -4843368 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -4847397.500000 Penalty: 1029.098511
	Iteration 7F: 3 clusters Score -4847398 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -4849272.500000 Penalty: 1029.098511
	Iteration 8Q: 3 clusters Score -4849272 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -4850037.000000 Penalty: 1029.098511
	Iteration 9Q: 3 clusters Score -4850037 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -4850423.000000 Penalty: 1029.098511
	Iteration 10Q: 3 clusters Score -4850423 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -4850819.000000 Penalty: 1029.098511
	Iteration 11Q: 3 clusters Score -4850819 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -4851175.000000 Penalty: 1029.098511
	Iteration 12Q: 3 clusters Score -4851175 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -4851602.000000 Penalty: 1029.098511
	Iteration 13Q: 3 clusters Score -4851602 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -4851997.500000 Penalty: 1029.098511
	Iteration 14Q: 3 clusters Score -4851998 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -4852405.000000 Penalty: 1029.098511
	Iteration 15Q: 3 clusters Score -4852405 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -4852762.000000 Penalty: 1029.098511
	Iteration 16Q: 3 clusters Score -4852762 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -4853159.000000 Penalty: 1029.098511
	Iteration 17Q: 3 clusters Score -4853159 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -4853504.500000 Penalty: 1029.098511
	Iteration 18Q: 3 clusters Score -4853504 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -4853843.500000 Penalty: 1029.098511
	Iteration 19Q: 3 clusters Score -4853844 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -4854168.000000 Penalty: 1029.098511
	Iteration 20F: 3 clusters Score -4854168 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -4854546.000000 Penalty: 1029.098511
	Iteration 21Q: 3 clusters Score -4854546 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -4854934.000000 Penalty: 1029.098511
	Iteration 22Q: 3 clusters Score -4854934 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -4855256.000000 Penalty: 1029.098511
	Iteration 23Q: 3 clusters Score -4855256 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -4855588.000000 Penalty: 1029.098511
	Iteration 24Q: 3 clusters Score -4855588 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -4855921.500000 Penalty: 1029.098511
	Iteration 25Q: 3 clusters Score -4855922 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -4856203.500000 Penalty: 1029.098511
	Iteration 26Q: 3 clusters Score -4856204 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -4856487.500000 Penalty: 1029.098511
	Iteration 27Q: 3 clusters Score -4856488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -4856700.000000 Penalty: 1029.098511
	Iteration 28Q: 3 clusters Score -4856700 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -4856894.500000 Penalty: 1029.098511
	Iteration 29Q: 3 clusters Score -4856894 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -4857100.000000 Penalty: 1029.098511
	Iteration 30Q: 3 clusters Score -4857100 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -4857285.000000 Penalty: 1029.098511
	Iteration 31Q: 3 clusters Score -4857285 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -4857508.000000 Penalty: 1029.098511
	Iteration 32Q: 3 clusters Score -4857508 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -4857708.500000 Penalty: 1029.098511
	Iteration 33Q: 3 clusters Score -4857708 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -4857923.500000 Penalty: 1029.098511
	Iteration 34Q: 3 clusters Score -4857924 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -4858105.000000 Penalty: 1029.098511
	Iteration 35Q: 3 clusters Score -4858105 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -4858318.000000 Penalty: 1029.098511
	Iteration 36Q: 3 clusters Score -4858318 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -4858481.500000 Penalty: 1029.098511
	Iteration 37Q: 3 clusters Score -4858482 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -4858674.500000 Penalty: 1029.098511
	Iteration 38Q: 3 clusters Score -4858674 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -4858830.000000 Penalty: 1029.098511
	Iteration 39Q: 3 clusters Score -4858830 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -4858993.500000 Penalty: 1029.098511
	Iteration 40F: 3 clusters Score -4858994 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -4859130.000000 Penalty: 1029.098511
	Iteration 41Q: 3 clusters Score -4859130 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -4859271.500000 Penalty: 1029.098511
	Iteration 42Q: 3 clusters Score -4859272 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -4859380.500000 Penalty: 1029.098511
	Iteration 43Q: 3 clusters Score -4859380 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -4859507.000000 Penalty: 1029.098511
	Iteration 44Q: 3 clusters Score -4859507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -4859599.500000 Penalty: 1029.098511
	Iteration 45Q: 3 clusters Score -4859600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -4859664.500000 Penalty: 1029.098511
	Iteration 46Q: 3 clusters Score -4859664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -4859712.000000 Penalty: 1029.098511
	Iteration 47Q: 3 clusters Score -4859712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -4859766.500000 Penalty: 1029.098511
	Iteration 48Q: 3 clusters Score -4859766 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -4859803.500000 Penalty: 1029.098511
	Iteration 49Q: 3 clusters Score -4859804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -4859836.000000 Penalty: 1029.098511
	Iteration 50Q: 3 clusters Score -4859836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -4859854.500000 Penalty: 1029.098511
	Iteration 51Q: 3 clusters Score -4859854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -4859869.000000 Penalty: 1029.098511
	Iteration 52Q: 3 clusters Score -4859869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -4859887.000000 Penalty: 1029.098511
	Iteration 53Q: 3 clusters Score -4859887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -4859902.500000 Penalty: 1029.098511
	Iteration 54Q: 3 clusters Score -4859902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -4859921.500000 Penalty: 1029.098511
	Iteration 55Q: 3 clusters Score -4859922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -4859949.000000 Penalty: 1029.098511
	Iteration 56Q: 3 clusters Score -4859949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -4859973.000000 Penalty: 1029.098511
	Iteration 57Q: 3 clusters Score -4859973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -4859996.000000 Penalty: 1029.098511
	Iteration 58Q: 3 clusters Score -4859996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -4860006.500000 Penalty: 1029.098511
	Iteration 59Q: 3 clusters Score -4860006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -4860016.500000 Penalty: 1029.098511
	Iteration 60F: 3 clusters Score -4860016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -4860024.000000 Penalty: 1029.098511
	Iteration 61Q: 3 clusters Score -4860024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -4860022.500000 Penalty: 1029.098511
	Iteration 62Q: 3 clusters Score -4860022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -4860024.500000 Penalty: 1029.098511
	Iteration 63Q: 3 clusters Score -4860024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -4860027.000000 Penalty: 1029.098511
	Iteration 64Q: 3 clusters Score -4860027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -4860028.000000 Penalty: 1029.098511
	Iteration 65Q: 3 clusters Score -4860028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -4860029.000000 Penalty: 1029.098511
	Iteration 66Q: 3 clusters Score -4860029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -4860029.500000 Penalty: 1029.098511
	Iteration 67Q: 3 clusters Score -4860030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -4860030.500000 Penalty: 1029.098511
	Iteration 68Q: 3 clusters Score -4860030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -4860029.000000 Penalty: 1029.098511
	Iteration 69Q: 3 clusters Score -4860029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -4860025.000000 Penalty: 1029.098511
	Iteration 70Q: 3 clusters Score -4860025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -4860031.500000 Penalty: 1029.098511
	Iteration 71Q: 3 clusters Score -4860032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -4860028.000000 Penalty: 1029.098511
	Iteration 72Q: 3 clusters Score -4860028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -4860037.500000 Penalty: 1029.098511
	Iteration 73Q: 3 clusters Score -4860038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -4860038.500000 Penalty: 1029.098511
	Iteration 74Q: 3 clusters Score -4860038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -4860044.500000 Penalty: 1029.098511
	Iteration 75Q: 3 clusters Score -4860044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -4860048.500000 Penalty: 1029.098511
	Iteration 76Q: 3 clusters Score -4860048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -4860061.500000 Penalty: 1029.098511
	Iteration 77Q: 3 clusters Score -4860062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -4860061.500000 Penalty: 1029.098511
	Iteration 78Q: 3 clusters Score -4860062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -4860068.000000 Penalty: 1029.098511
	Iteration 79Q: 3 clusters Score -4860068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -4860067.000000 Penalty: 1029.098511
	Iteration 80F: 3 clusters Score -4860067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -4860075.000000 Penalty: 1029.098511
	Iteration 81Q: 3 clusters Score -4860075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -4860077.500000 Penalty: 1029.098511
	Iteration 82Q: 3 clusters Score -4860078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -4860078.500000 Penalty: 1029.098511
	Iteration 83Q: 3 clusters Score -4860078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -4860080.000000 Penalty: 1029.098511
	Iteration 84Q: 3 clusters Score -4860080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -4860080.500000 Penalty: 1029.098511
	Iteration 85Q: 3 clusters Score -4860080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -4860082.000000 Penalty: 1029.098511
	Iteration 86Q: 3 clusters Score -4860082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -4860080.000000 Penalty: 1029.098511
	Iteration 87Q: 3 clusters Score -4860080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -4860084.500000 Penalty: 1029.098511
	Iteration 88Q: 3 clusters Score -4860084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -4860083.500000 Penalty: 1029.098511
	Iteration 89Q: 3 clusters Score -4860084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -4860079.500000 Penalty: 1029.098511
	Iteration 90Q: 3 clusters Score -4860080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -4860087.500000 Penalty: 1029.098511
	Iteration 91Q: 3 clusters Score -4860088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -4860085.500000 Penalty: 1029.098511
	Iteration 92Q: 3 clusters Score -4860086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -4860086.000000 Penalty: 1029.098511
	Iteration 93Q: 3 clusters Score -4860086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -4860087.000000 Penalty: 1029.098511
	Iteration 94Q: 3 clusters Score -4860087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -4860083.000000 Penalty: 1029.098511
	Iteration 95Q: 3 clusters Score -4860083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -4860088.000000 Penalty: 1029.098511
	Iteration 96Q: 3 clusters Score -4860088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -4860084.500000 Penalty: 1029.098511
	Iteration 97Q: 3 clusters Score -4860084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -4860084.500000 Penalty: 1029.098511
	Iteration 98F: 3 clusters Score -4860084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10235.397461 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9981.330078 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9981.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10086.590820 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -10086.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10119.815430 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -10119.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10142.858398 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -10142.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10155.264648 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -10155.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10264.502930 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10264.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10294.553711 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -10294.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10301.193359 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -10301.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10308.902344 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -10308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10325.967773 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -10325.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10334.919922 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -10334.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10341.238281 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -10341.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10346.369141 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -10346.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10346.369141 Penalty: 471.542328
	Iteration 13F: 3 clusters Score -10346.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Mstep: Class 82 contains 131 members 
Entering Unmasked Estep 
Score: -58203872.000000 Penalty: 51607.328125
Splitting cluster 53 changes total score from -58198148.000000 to -58203872.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 54 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -66968.765625 Penalty: 319.092224
	Iteration 0F: 2 clusters Score -66968.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66114.984375 Penalty: 638.184448
	Iteration 0F: 3 clusters Score -66114.98 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66367.796875 Penalty: 638.184448
	Iteration 1F: 3 clusters Score -66367.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66479.429688 Penalty: 638.184448
	Iteration 2F: 3 clusters Score -66479.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -66571.414062 Penalty: 638.184448
	Iteration 3F: 3 clusters Score -66571.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66638.812500 Penalty: 638.184448
	Iteration 4F: 3 clusters Score -66638.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66682.296875 Penalty: 638.184448
	Iteration 5Q: 3 clusters Score -66682.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66715.648438 Penalty: 638.184448
	Iteration 6Q: 3 clusters Score -66715.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66762.437500 Penalty: 638.184448
	Iteration 7Q: 3 clusters Score -66762.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66810.398438 Penalty: 638.184448
	Iteration 8Q: 3 clusters Score -66810.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66851.375000 Penalty: 638.184448
	Iteration 9Q: 3 clusters Score -66851.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66879.109375 Penalty: 638.184448
	Iteration 10Q: 3 clusters Score -66879.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66900.593750 Penalty: 638.184448
	Iteration 11Q: 3 clusters Score -66900.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66911.093750 Penalty: 638.184448
	Iteration 12Q: 3 clusters Score -66911.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66918.710938 Penalty: 638.184448
	Iteration 13Q: 3 clusters Score -66918.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66928.250000 Penalty: 638.184448
	Iteration 14Q: 3 clusters Score -66928.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66932.617188 Penalty: 638.184448
	Iteration 15Q: 3 clusters Score -66932.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66934.289062 Penalty: 638.184448
	Iteration 16Q: 3 clusters Score -66934.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66936.171875 Penalty: 638.184448
	Iteration 17Q: 3 clusters Score -66936.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66937.132812 Penalty: 638.184448
	Iteration 18Q: 3 clusters Score -66937.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66937.835938 Penalty: 638.184448
	Iteration 19Q: 3 clusters Score -66937.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -66938.953125 Penalty: 638.184448
	Iteration 20F: 3 clusters Score -66938.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66939.796875 Penalty: 638.184448
	Iteration 21Q: 3 clusters Score -66939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66940.406250 Penalty: 638.184448
	Iteration 22Q: 3 clusters Score -66940.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66943.500000 Penalty: 638.184448
	Iteration 23Q: 3 clusters Score -66943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66946.289062 Penalty: 638.184448
	Iteration 24Q: 3 clusters Score -66946.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66949.976562 Penalty: 638.184448
	Iteration 25Q: 3 clusters Score -66949.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66953.421875 Penalty: 638.184448
	Iteration 26Q: 3 clusters Score -66953.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66954.054688 Penalty: 638.184448
	Iteration 27Q: 3 clusters Score -66954.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66954.976562 Penalty: 638.184448
	Iteration 28Q: 3 clusters Score -66954.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66954.976562 Penalty: 638.184448
	Iteration 29F: 3 clusters Score -66954.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24443.390625 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24443.39 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24549.896484 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24549.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24595.005859 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24595.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24624.048828 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -24624.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24636.222656 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24636.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24646.943359 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24646.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24660.132812 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24660.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24672.433594 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24672.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24675.654297 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24675.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24679.160156 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24679.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24679.880859 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24679.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24683.828125 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24683.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24688.566406 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24688.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24694.361328 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24694.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24701.720703 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24701.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24705.337891 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24705.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24705.812500 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -24705.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24706.990234 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -24706.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24709.964844 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -24709.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24713.435547 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -24713.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24720.398438 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -24720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24728.832031 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -24728.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24734.164062 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -24734.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24738.468750 Penalty: 542.919373
	Iteration 23Q: 3 clusters Score -24738.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24747.525391 Penalty: 542.919373
	Iteration 24Q: 3 clusters Score -24747.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24753.435547 Penalty: 542.919373
	Iteration 25Q: 3 clusters Score -24753.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24753.435547 Penalty: 542.919373
	Iteration 26F: 3 clusters Score -24753.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -29005.355469 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -29005.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28528.345703 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -28528.35 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28701.822266 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -28701.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28773.765625 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -28773.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28806.546875 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -28806.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28818.669922 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -28818.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28831.703125 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -28831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28837.718750 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -28837.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28842.095703 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -28842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28844.312500 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -28844.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28848.150391 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -28848.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28849.597656 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -28849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28851.214844 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -28851.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28852.775391 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -28852.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28857.533203 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -28857.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28862.912109 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -28862.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28873.093750 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -28873.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28879.730469 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -28879.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28884.964844 Penalty: 562.192932
	Iteration 17Q: 3 clusters Score -28884.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28889.027344 Penalty: 562.192932
	Iteration 18Q: 3 clusters Score -28889.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28893.257812 Penalty: 562.192932
	Iteration 19Q: 3 clusters Score -28893.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28904.306641 Penalty: 562.192932
	Iteration 20F: 3 clusters Score -28904.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28909.955078 Penalty: 562.192932
	Iteration 21Q: 3 clusters Score -28909.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28912.845703 Penalty: 562.192932
	Iteration 22Q: 3 clusters Score -28912.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28915.453125 Penalty: 562.192932
	Iteration 23Q: 3 clusters Score -28915.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28915.453125 Penalty: 562.192932
	Iteration 24F: 3 clusters Score -28915.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -3706.186279 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -3706.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3497.727783 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -3497.728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3562.452148 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -3562.452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3589.222656 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -3589.223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3608.690918 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -3608.691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3616.463135 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -3616.463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3625.443848 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -3625.444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3638.440430 Penalty: 430.994049
	Iteration 6Q: 3 clusters Score -3638.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3639.117920 Penalty: 430.994049
	Iteration 7Q: 3 clusters Score -3639.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3639.531250 Penalty: 430.994049
	Iteration 8Q: 3 clusters Score -3639.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3639.531250 Penalty: 430.994049
	Iteration 9F: 3 clusters Score -3639.531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -38334.511719 Penalty: 294.981384
	Iteration 0F: 2 clusters Score -38334.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37774.468750 Penalty: 589.962769
	Iteration 0F: 3 clusters Score -37774.47 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37980.824219 Penalty: 589.962769
	Iteration 1F: 3 clusters Score -37980.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38050.054688 Penalty: 589.962769
	Iteration 2F: 3 clusters Score -38050.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38120.593750 Penalty: 589.962769
	Iteration 3F: 3 clusters Score -38120.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38205.800781 Penalty: 589.962769
	Iteration 4F: 3 clusters Score -38205.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38221.664062 Penalty: 589.962769
	Iteration 5Q: 3 clusters Score -38221.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38235.261719 Penalty: 589.962769
	Iteration 6Q: 3 clusters Score -38235.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38253.718750 Penalty: 589.962769
	Iteration 7Q: 3 clusters Score -38253.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38264.347656 Penalty: 589.962769
	Iteration 8Q: 3 clusters Score -38264.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38267.886719 Penalty: 589.962769
	Iteration 9Q: 3 clusters Score -38267.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38268.816406 Penalty: 589.962769
	Iteration 10Q: 3 clusters Score -38268.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38269.519531 Penalty: 589.962769
	Iteration 11Q: 3 clusters Score -38269.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38269.476562 Penalty: 589.962769
	Iteration 12Q: 3 clusters Score -38269.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38269.476562 Penalty: 589.962769
	Iteration 13F: 3 clusters Score -38269.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3667.709717 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3667.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3557.826660 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3557.827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3597.753418 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3597.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3600.356689 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3600.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3608.397461 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3608.397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3608.397461 Penalty: 383.975189
	Iteration 4F: 3 clusters Score -3608.397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -12256.627930 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -12256.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11969.856445 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11969.86 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12117.507812 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -12117.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12182.214844 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -12182.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12241.187500 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -12241.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12254.406250 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -12254.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12266.375000 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -12266.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12276.851562 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -12276.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12283.141602 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -12283.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12287.468750 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -12287.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12287.468750 Penalty: 487.449371
	Iteration 9F: 3 clusters Score -12287.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Mstep: Class 82 contains 131 members 
Mstep: Class 83 contains 100 members 
Entering Unmasked Estep 
Score: -58203544.000000 Penalty: 52236.687500
Splitting cluster 62 changes total score from -58198148.000000 to -58203544.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -13894.636719 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13894.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13564.885742 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -13564.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13684.344727 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -13684.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13759.498047 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13759.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13795.300781 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -13795.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13824.539062 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13824.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13861.705078 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13861.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13878.645508 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -13878.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13889.550781 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -13889.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13909.950195 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -13909.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13925.506836 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -13925.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13937.122070 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -13937.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13940.222656 Penalty: 505.319305
	Iteration 11Q: 3 clusters Score -13940.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13945.544922 Penalty: 505.319305
	Iteration 12Q: 3 clusters Score -13945.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13945.544922 Penalty: 505.319305
	Iteration 13F: 3 clusters Score -13945.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 871 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Mstep: Class 82 contains 131 members 
Mstep: Class 83 contains 100 members 
Mstep: Class 84 contains 193 members 
Entering Unmasked Estep 
Score: -58203204.000000 Penalty: 52866.046875
Splitting cluster 63 changes total score from -58198148.000000 to -58203204.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 64 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -51131.613281 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -51131.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50421.207031 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -50421.21 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50714.640625 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -50714.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -50873.238281 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -50873.24 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51002.191406 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -51002.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -51137.980469 Penalty: 616.037415
	Iteration 4F: 3 clusters Score -51137.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -51185.218750 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -51185.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -51216.218750 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -51216.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -51236.367188 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -51236.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -51255.160156 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -51255.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51266.066406 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -51266.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51270.460938 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -51270.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -51272.355469 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -51272.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51276.453125 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -51276.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51281.597656 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -51281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -51284.085938 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -51284.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -51284.785156 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -51284.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -51284.785156 Penalty: 616.037415
	Iteration 16F: 3 clusters Score -51284.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 292 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 374 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Mstep: Class 82 contains 131 members 
Mstep: Class 83 contains 100 members 
Mstep: Class 84 contains 193 members 
Mstep: Class 85 contains 579 members 
Entering Unmasked Estep 
Score: -58203108.000000 Penalty: 53495.402344
Splitting cluster 64 changes total score from -58198148.000000 to -58203108.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 65 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13659.936523 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -13659.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13343.290039 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -13343.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13443.060547 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -13443.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13472.634766 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -13472.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13481.607422 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -13481.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13494.942383 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -13494.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13504.224609 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -13504.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13508.070312 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -13508.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13512.761719 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -13512.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13514.875977 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -13514.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13518.468750 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -13518.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13524.164062 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -13524.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13526.613281 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -13526.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13527.458008 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -13527.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13529.053711 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -13529.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13529.566406 Penalty: 500.614502
	Iteration 14Q: 3 clusters Score -13529.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13530.544922 Penalty: 500.614502
	Iteration 15Q: 3 clusters Score -13530.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13530.775391 Penalty: 500.614502
	Iteration 16Q: 3 clusters Score -13530.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13530.775391 Penalty: 500.614502
	Iteration 17F: 3 clusters Score -13530.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10655.302734 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -10655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10378.003906 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -10378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10476.376953 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -10476.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10512.003906 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -10512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10534.460938 Penalty: 487.019104
	Iteration 3F: 3 clusters Score -10534.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10557.403320 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -10557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10570.896484 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -10570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10599.538086 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -10599.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10604.277344 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -10604.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10606.755859 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -10606.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609.231445 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -10609.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609.231445 Penalty: 487.019104
	Iteration 10F: 3 clusters Score -10609.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5550.786133 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5550.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5373.766602 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5373.767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5422.388184 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5422.388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5433.444336 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -5433.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5440.264648 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5440.265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5443.945312 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5443.945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5449.164551 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -5449.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5459.751465 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -5459.751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5464.031738 Penalty: 416.298676
	Iteration 7Q: 3 clusters Score -5464.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5463.939941 Penalty: 416.298676
	Iteration 8Q: 3 clusters Score -5463.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5465.813477 Penalty: 416.298676
	Iteration 9Q: 3 clusters Score -5465.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5465.813477 Penalty: 416.298676
	Iteration 10F: 3 clusters Score -5465.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (67263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Entering Unmasked Estep 
Score: -4056349.000000 Penalty: 505.794617
	Iteration 0F: 2 clusters Score -4056349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4011165.500000 Penalty: 1011.589233
	Iteration 0F: 3 clusters Score -4011166 nChanged 32820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4030235.750000 Penalty: 1011.589233
	Iteration 1F: 3 clusters Score -4030236 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4030604.000000 Penalty: 1011.589233
	Iteration 2Q: 3 clusters Score -4030604 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4031098.500000 Penalty: 1011.589233
	Iteration 3Q: 3 clusters Score -4031098 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4031912.250000 Penalty: 1011.589233
	Iteration 4Q: 3 clusters Score -4031912 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4033236.000000 Penalty: 1011.589233
	Iteration 5Q: 3 clusters Score -4033236 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4035172.750000 Penalty: 1011.589233
	Iteration 6F: 3 clusters Score -4035173 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -4038189.750000 Penalty: 1011.589233
	Iteration 7F: 3 clusters Score -4038190 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -4042262.250000 Penalty: 1011.589233
	Iteration 8F: 3 clusters Score -4042262 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -4046691.250000 Penalty: 1011.589233
	Iteration 9F: 3 clusters Score -4046691 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -4050336.750000 Penalty: 1011.589233
	Iteration 10F: 3 clusters Score -4050337 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -4052711.000000 Penalty: 1011.589233
	Iteration 11Q: 3 clusters Score -4052711 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -4054050.500000 Penalty: 1011.589233
	Iteration 12Q: 3 clusters Score -4054050 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -4054904.000000 Penalty: 1011.589233
	Iteration 13Q: 3 clusters Score -4054904 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -4055366.250000 Penalty: 1011.589233
	Iteration 14Q: 3 clusters Score -4055366 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -4055640.500000 Penalty: 1011.589233
	Iteration 15Q: 3 clusters Score -4055640 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -4055802.500000 Penalty: 1011.589233
	Iteration 16Q: 3 clusters Score -4055802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -4055888.000000 Penalty: 1011.589233
	Iteration 17Q: 3 clusters Score -4055888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -4055928.500000 Penalty: 1011.589233
	Iteration 18Q: 3 clusters Score -4055928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4055964.500000 Penalty: 1011.589233
	Iteration 19Q: 3 clusters Score -4055964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -4055983.500000 Penalty: 1011.589233
	Iteration 20F: 3 clusters Score -4055984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -4055993.750000 Penalty: 1011.589233
	Iteration 21Q: 3 clusters Score -4055994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -4056000.250000 Penalty: 1011.589233
	Iteration 22Q: 3 clusters Score -4056000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -4056003.750000 Penalty: 1011.589233
	Iteration 23Q: 3 clusters Score -4056004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -4056008.250000 Penalty: 1011.589233
	Iteration 24Q: 3 clusters Score -4056008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -4056010.750000 Penalty: 1011.589233
	Iteration 25Q: 3 clusters Score -4056011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -4056012.750000 Penalty: 1011.589233
	Iteration 26Q: 3 clusters Score -4056013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -4056014.750000 Penalty: 1011.589233
	Iteration 27Q: 3 clusters Score -4056015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -4056014.250000 Penalty: 1011.589233
	Iteration 28Q: 3 clusters Score -4056014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -4056016.500000 Penalty: 1011.589233
	Iteration 29Q: 3 clusters Score -4056016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -4056019.750000 Penalty: 1011.589233
	Iteration 30Q: 3 clusters Score -4056020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -4056019.750000 Penalty: 1011.589233
	Iteration 31F: 3 clusters Score -4056020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -26433.880859 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -26433.88 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 239 members 
Entering Unmasked Estep 
Score: -25991.671875 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -25991.67 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26178.951172 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -26178.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26241.853516 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -26241.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26274.472656 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -26274.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26291.082031 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -26291.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26299.130859 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -26299.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26302.597656 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -26302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26305.423828 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -26305.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26307.712891 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -26307.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26309.841797 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -26309.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26310.123047 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -26310.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26311.261719 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -26311.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26311.261719 Penalty: 557.941589
	Iteration 12F: 3 clusters Score -26311.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21116.705078 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21116.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21238.384766 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21238.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21266.949219 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21266.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21283.199219 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -21283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21295.416016 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -21295.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21316.582031 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21316.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21344.082031 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21344.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21364.550781 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21364.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21378.246094 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21378.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21382.773438 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21382.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21385.150391 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21385.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21392.539062 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21392.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21398.642578 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21398.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21409.527344 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21409.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21417.142578 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21417.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21422.664062 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21422.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21427.294922 Penalty: 536.640991
	Iteration 16Q: 3 clusters Score -21427.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21430.187500 Penalty: 536.640991
	Iteration 17Q: 3 clusters Score -21430.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21430.736328 Penalty: 536.640991
	Iteration 18Q: 3 clusters Score -21430.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21435.697266 Penalty: 536.640991
	Iteration 19Q: 3 clusters Score -21435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21442.816406 Penalty: 536.640991
	Iteration 20F: 3 clusters Score -21442.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21444.853516 Penalty: 536.640991
	Iteration 21Q: 3 clusters Score -21444.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21449.941406 Penalty: 536.640991
	Iteration 22Q: 3 clusters Score -21449.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21450.421875 Penalty: 536.640991
	Iteration 23Q: 3 clusters Score -21450.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21450.953125 Penalty: 536.640991
	Iteration 24Q: 3 clusters Score -21450.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21450.953125 Penalty: 536.640991
	Iteration 25F: 3 clusters Score -21450.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7495.860352 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7495.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7211.729980 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7211.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7309.051270 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7309.051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7389.520508 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7389.521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7415.432617 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -7415.433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7432.720703 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7432.721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7439.392578 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7439.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7442.476562 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7442.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7442.476562 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -7442.477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16199.281250 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16199.28 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16285.105469 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16285.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16331.468750 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16331.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16353.135742 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16353.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16369.045898 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16369.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16377.931641 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16377.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16395.443359 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16395.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16417.501953 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16422.386719 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16422.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16428.074219 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16428.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16433.320312 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16433.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16437.371094 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -16437.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16440.662109 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -16440.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16441.531250 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -16441.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16444.685547 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -16444.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16445.031250 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -16445.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16445.031250 Penalty: 510.127991
	Iteration 16F: 3 clusters Score -16445.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4688.745605 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4688.746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4518.048340 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -4518.048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4555.364258 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -4555.364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4556.676758 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -4556.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4556.676758 Penalty: 407.437653
	Iteration 3F: 3 clusters Score -4556.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45008.550781 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45008.55 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45219.871094 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45219.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45305.691406 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45305.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45375.105469 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -45375.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45429.691406 Penalty: 598.077759
	Iteration 4F: 3 clusters Score -45429.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45467.253906 Penalty: 598.077759
	Iteration 5F: 3 clusters Score -45467.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45480.820312 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45480.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45488.207031 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45488.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45493.105469 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45493.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45493.769531 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45493.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45494.308594 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45494.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45494.402344 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45494.445312 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45494.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45494.445312 Penalty: 598.077759
	Iteration 13F: 3 clusters Score -45494.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -3890.905273 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -3890.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3721.886475 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -3721.886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3777.081543 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -3777.082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3785.045654 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -3785.046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3786.134521 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -3786.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3786.134521 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -3786.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13560.354492 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13560.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13229.921875 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13229.92 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13395.014648 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13395.01 nChanged 33
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: -13458.823242 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13458.82 nChanged 10
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: -13484.534180 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -13484.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13506.925781 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13506.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13518.666992 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13518.67 nChanged 6
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: -13537.120117 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13537.12 nChanged 3
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: -13544.322266 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13544.32 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: -13544.839844 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -13544.84 nChanged 0
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: -13544.839844 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -13544.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -43277.289062 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -43277.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42653.511719 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -42653.51 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42881.312500 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -42881.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42942.011719 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -42942.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42962.781250 Penalty: 597.053833
	Iteration 3Q: 3 clusters Score -42962.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42978.378906 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -42978.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42990.980469 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -42990.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43006.320312 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -43006.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43030.125000 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -43030.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43052.066406 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -43052.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43068.367188 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -43068.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43082.730469 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -43082.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43089.449219 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -43089.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43090.363281 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -43090.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43090.363281 Penalty: 597.053833
	Iteration 13F: 3 clusters Score -43090.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -24907.921875 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -24907.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24526.945312 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -24526.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24657.359375 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -24657.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24735.121094 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -24735.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24800.429688 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -24800.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24865.140625 Penalty: 539.107300
	Iteration 4F: 3 clusters Score -24865.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24902.912109 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -24902.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24921.253906 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -24921.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24945.537109 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -24945.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24952.267578 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -24952.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24957.265625 Penalty: 539.107300
	Iteration 9F: 3 clusters Score -24957.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24978.125000 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -24978.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25009.853516 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -25009.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25023.121094 Penalty: 539.107300
	Iteration 12Q: 3 clusters Score -25023.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25028.921875 Penalty: 539.107300
	Iteration 13Q: 3 clusters Score -25028.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25030.771484 Penalty: 539.107300
	Iteration 14Q: 3 clusters Score -25030.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25032.982422 Penalty: 539.107300
	Iteration 15Q: 3 clusters Score -25032.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25034.005859 Penalty: 539.107300
	Iteration 16Q: 3 clusters Score -25034.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25034.626953 Penalty: 539.107300
	Iteration 17Q: 3 clusters Score -25034.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25036.613281 Penalty: 539.107300
	Iteration 18Q: 3 clusters Score -25036.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25038.142578 Penalty: 539.107300
	Iteration 19Q: 3 clusters Score -25038.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25039.695312 Penalty: 539.107300
	Iteration 20F: 3 clusters Score -25039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25040.091797 Penalty: 539.107300
	Iteration 21Q: 3 clusters Score -25040.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25040.091797 Penalty: 539.107300
	Iteration 22F: 3 clusters Score -25040.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81456 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 292 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 149 members 
Mstep: Class 82 contains 131 members 
Mstep: Class 83 contains 100 members 
Mstep: Class 84 contains 193 members 
Mstep: Class 85 contains 579 members 
Mstep: Class 86 contains 255 members 
Entering Unmasked Estep 
Score: -58202860.000000 Penalty: 54124.761719
Splitting cluster 78 changes total score from -58198148.000000 to -58202860.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 79 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7883.999023 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7883.999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7652.541504 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7652.542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7754.492676 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7754.493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7798.620117 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7798.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7800.436523 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7800.437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7803.648926 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7803.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7805.920410 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7805.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7811.025879 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7811.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7814.851562 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7814.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7815.960938 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7815.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7817.406250 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -7817.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7820.302246 Penalty: 455.967834
	Iteration 10Q: 3 clusters Score -7820.302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7829.741211 Penalty: 455.967834
	Iteration 11Q: 3 clusters Score -7829.741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7839.013184 Penalty: 455.967834
	Iteration 12Q: 3 clusters Score -7839.013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7841.193359 Penalty: 455.967834
	Iteration 13Q: 3 clusters Score -7841.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7841.193359 Penalty: 455.967834
	Iteration 14F: 3 clusters Score -7841.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106640 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 135516 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 111037 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 114591 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126622 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 200 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5580 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 81534 members 
Mstep: Class 53 contains 47 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 482 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 59 contains 654 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 292 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 211 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 67263 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 83. Lose 583.761963 but Gain 629.359375
Score: -58203836.000000 Penalty: 53495.402344
Iteration 199Q: 86 clusters Score -5.820384e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 107333 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 14694 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13885 members 
Mstep: Class 17 contains 72712 members 
Mstep: Class 18 contains 14962 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 135682 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2258 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 114728 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 126410 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 165 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 227 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5609 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 80781 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 326 members 
Mstep: Class 52 contains 80366 members 
Mstep: Class 53 contains 48 members 
Mstep: Class 54 contains 1111 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 485 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 661 members 
Mstep: Class 60 contains 172 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 126 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 287 members 
Mstep: Class 65 contains 245 members 
Mstep: Class 66 contains 208 members 
Mstep: Class 67 contains 97 members 
Mstep: Class 68 contains 68026 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 171 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 111 members 
Mstep: Class 76 contains 285 members 
Mstep: Class 77 contains 716 members 
Mstep: Class 78 contains 128 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 132 members 
Mstep: Class 81 contains 147 members 
Mstep: Class 82 contains 130 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 53. Lose 494.765839 but Gain 629.355469
Score: -58205112.000000 Penalty: 52866.046875
Iteration 200F: 85 clusters Score -5.820511e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 108083 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 13736 members 
Mstep: Class 17 contains 72712 members 
Mstep: Class 18 contains 14995 members 
Mstep: Class 19 contains 351 members 
Mstep: Class 20 contains 135871 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111220 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 114873 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 126390 members 
Mstep: Class 32 contains 2146 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 224 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5651 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81191 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 328 members 
Mstep: Class 52 contains 79065 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 488 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 659 members 
Mstep: Class 60 contains 175 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 131 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 244 members 
Mstep: Class 66 contains 201 members 
Mstep: Class 67 contains 94 members 
Mstep: Class 68 contains 67766 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 169 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 110 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 110 members 
Mstep: Class 76 contains 285 members 
Mstep: Class 77 contains 707 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 132 members 
Mstep: Class 81 contains 147 members 
Mstep: Class 82 contains 146 members 
Mstep: Class 84 contains 195 members 
Mstep: Class 85 contains 567 members 
Mstep: Class 86 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205644.000000 Penalty: 52866.046875
Iteration 201Q: 85 clusters Score -5.820564e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 108882 members 
Mstep: Class 3 contains 75 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 661 members 
Mstep: Class 12 contains 9079 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 15040 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 136098 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111299 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 115029 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 126486 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 218 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5674 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81333 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 326 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 327 members 
Mstep: Class 52 contains 77706 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 490 members 
Mstep: Class 57 contains 114 members 
Mstep: Class 58 contains 490 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 178 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 289 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 93 members 
Mstep: Class 68 contains 67644 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 113 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 704 members 
Mstep: Class 78 contains 149 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 133 members 
Mstep: Class 81 contains 145 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 196 members 
Mstep: Class 85 contains 565 members 
Mstep: Class 86 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205700.000000 Penalty: 52866.046875
Iteration 202Q: 85 clusters Score -5.82057e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 109753 members 
Mstep: Class 3 contains 76 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 15098 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 136332 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111343 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 415 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 115205 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 126599 members 
Mstep: Class 32 contains 2141 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 332 members 
Mstep: Class 35 contains 307 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5697 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81441 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 325 members 
Mstep: Class 52 contains 76274 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 493 members 
Mstep: Class 57 contains 118 members 
Mstep: Class 58 contains 489 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 193 members 
Mstep: Class 67 contains 94 members 
Mstep: Class 68 contains 67553 members 
Mstep: Class 69 contains 460 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 704 members 
Mstep: Class 78 contains 153 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 132 members 
Mstep: Class 81 contains 142 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 565 members 
Mstep: Class 86 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205704.000000 Penalty: 52866.046875
Iteration 203Q: 85 clusters Score -5.82057e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 110681 members 
Mstep: Class 3 contains 77 members 
Mstep: Class 4 contains 14995 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 8940 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 15155 members 
Mstep: Class 19 contains 345 members 
Mstep: Class 20 contains 136569 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111410 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2391 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 115369 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 126700 members 
Mstep: Class 32 contains 2140 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5725 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81545 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 326 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 74786 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 496 members 
Mstep: Class 57 contains 118 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 663 members 
Mstep: Class 60 contains 180 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 193 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67475 members 
Mstep: Class 69 contains 459 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 704 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205644.000000 Penalty: 52866.046875
Iteration 204Q: 85 clusters Score -5.820564e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 111642 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15038 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 8872 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13270 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 136809 members 
Mstep: Class 21 contains 929 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111461 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 115562 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 126781 members 
Mstep: Class 32 contains 2134 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5751 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81672 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 325 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 323 members 
Mstep: Class 52 contains 73247 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 497 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 193 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67368 members 
Mstep: Class 69 contains 459 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 702 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205532.000000 Penalty: 52866.046875
Iteration 205Q: 85 clusters Score -5.820553e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 112595 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 630 members 
Mstep: Class 12 contains 8802 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13187 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 15289 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 137055 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111519 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 115742 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 126841 members 
Mstep: Class 32 contains 2131 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 323 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5757 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81838 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 323 members 
Mstep: Class 52 contains 71704 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 499 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 193 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67256 members 
Mstep: Class 69 contains 459 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 166 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 142 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205212.000000 Penalty: 52866.046875
Iteration 206Q: 85 clusters Score -5.820521e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 113596 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15150 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 14700 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13109 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 15366 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 137302 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111564 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 115968 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 126911 members 
Mstep: Class 32 contains 2132 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5775 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 81973 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 322 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 70076 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 490 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67133 members 
Mstep: Class 69 contains 457 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 167 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 142 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205112.000000 Penalty: 52866.046875
Iteration 207Q: 85 clusters Score -5.820511e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 114570 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 13039 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 15433 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 137612 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111560 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 116238 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 126902 members 
Mstep: Class 32 contains 2130 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 317 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5788 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 82155 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 68474 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 505 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67018 members 
Mstep: Class 69 contains 454 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204952.000000 Penalty: 52866.046875
Iteration 208Q: 85 clusters Score -5.820495e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115590 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15225 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 625 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 14669 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 137921 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111524 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2549 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 116540 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 126878 members 
Mstep: Class 32 contains 2127 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 315 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 82345 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 66797 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 505 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 493 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66913 members 
Mstep: Class 69 contains 452 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204660.000000 Penalty: 52866.046875
Iteration 209Q: 85 clusters Score -5.820466e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 116598 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15249 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 9313 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12869 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 15610 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 138206 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111540 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 116864 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 126824 members 
Mstep: Class 32 contains 2127 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 314 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 82562 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 65110 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 505 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66804 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204268.000000 Penalty: 52866.046875
Iteration 210Q: 85 clusters Score -5.820427e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 117632 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15274 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 620 members 
Mstep: Class 12 contains 8441 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 138514 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111536 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 117210 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126762 members 
Mstep: Class 32 contains 2126 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 82797 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 63408 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66681 members 
Mstep: Class 69 contains 452 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 154 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204288.000000 Penalty: 52866.046875
Iteration 211Q: 85 clusters Score -5.820429e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 118745 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15270 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 615 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12690 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 15833 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 138848 members 
Mstep: Class 21 contains 929 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111534 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2667 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 117547 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126723 members 
Mstep: Class 32 contains 2124 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5791 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 82992 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 61614 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66591 members 
Mstep: Class 69 contains 452 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 155 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204256.000000 Penalty: 52866.046875
Iteration 212Q: 85 clusters Score -5.820426e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 119988 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15274 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 610 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12606 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 15947 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 139138 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111544 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 117882 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126678 members 
Mstep: Class 32 contains 2123 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5768 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 83235 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 59736 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66464 members 
Mstep: Class 69 contains 452 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 156 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204376.000000 Penalty: 52866.046875
Iteration 213Q: 85 clusters Score -5.820438e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 121172 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 8170 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 16041 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 139428 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111546 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 118244 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126638 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5762 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 83501 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 57908 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66287 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 156 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204240.000000 Penalty: 52866.046875
Iteration 214Q: 85 clusters Score -5.820424e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 122210 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15288 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 14605 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12416 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 16133 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 139747 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111576 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 118600 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126606 members 
Mstep: Class 32 contains 2121 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5748 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 83742 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 56164 members 
Mstep: Class 54 contains 1110 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66142 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204148.000000 Penalty: 52866.046875
Iteration 215Q: 85 clusters Score -5.820415e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 123204 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15299 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 140083 members 
Mstep: Class 21 contains 948 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111579 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 118987 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126551 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5730 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 84021 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 54469 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65988 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203840.000000 Penalty: 52866.046875
Iteration 216Q: 85 clusters Score -5.820384e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 124110 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15348 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 14636 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12180 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 140341 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111613 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 119372 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126512 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5704 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 84258 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 52863 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65860 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203532.000000 Penalty: 52866.046875
Iteration 217Q: 85 clusters Score -5.820353e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 125052 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 9265 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 7853 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 140561 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111637 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 119740 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126425 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5677 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 84540 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 51269 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65738 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203692.000000 Penalty: 52866.046875
Iteration 218Q: 85 clusters Score -5.820369e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 125908 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 72710 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 140781 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111616 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 120132 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126349 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5637 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 84793 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 49793 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65635 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203820.000000 Penalty: 52866.046875
Iteration 219Q: 85 clusters Score -5.820382e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 126543 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11920 members 
Mstep: Class 17 contains 72711 members 
Mstep: Class 18 contains 16701 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 140988 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111604 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 276 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 120525 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126266 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 215 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5596 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 85062 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 48518 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65531 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 157 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203688.000000 Penalty: 52866.046875
Iteration 220F: 85 clusters Score -5.820369e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 127271 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15556 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 72709 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141187 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111556 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2668 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 276 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 120922 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 126131 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5556 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 85414 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 47191 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 191 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65392 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 160 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203460.000000 Penalty: 52866.046875
Iteration 221Q: 85 clusters Score -5.820346e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 128049 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15639 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 72707 members 
Mstep: Class 18 contains 16954 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141330 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111498 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 121356 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 125978 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5507 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 85771 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 45851 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 190 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65276 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203764.000000 Penalty: 52866.046875
Iteration 222Q: 85 clusters Score -5.820376e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 128796 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11566 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 17065 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141443 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111446 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2552 members 
Mstep: Class 26 contains 409 members 
Mstep: Class 27 contains 278 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 121830 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 125786 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5467 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 86159 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 44554 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65158 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204192.000000 Penalty: 52866.046875
Iteration 223Q: 85 clusters Score -5.820419e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129452 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 17175 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141557 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111385 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 122304 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 125593 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5436 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 86551 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 43393 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65026 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204460.000000 Penalty: 52866.046875
Iteration 224Q: 85 clusters Score -5.820446e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130084 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15818 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 7417 members 
Mstep: Class 13 contains 14721 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 17283 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141647 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111357 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 122750 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 125370 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5387 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 86961 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 42339 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64922 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204904.000000 Penalty: 52866.046875
Iteration 225Q: 85 clusters Score -5.82049e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130751 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15886 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 7361 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 17392 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141743 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111304 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 123135 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 125064 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5345 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 87421 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 41320 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64833 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204972.000000 Penalty: 52866.046875
Iteration 226Q: 85 clusters Score -5.820497e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131327 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 15942 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 7303 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 17499 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141866 members 
Mstep: Class 21 contains 1044 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111286 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 123548 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 124715 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5312 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 87910 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 40323 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64751 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205408.000000 Penalty: 52866.046875
Iteration 227Q: 85 clusters Score -5.820541e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131725 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16034 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10939 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 17591 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 141940 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111328 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 123929 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 124364 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5285 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 88384 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 39466 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64689 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205752.000000 Penalty: 52866.046875
Iteration 228Q: 85 clusters Score -5.820575e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131962 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 9219 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10823 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142011 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111395 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 279 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 124326 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 124061 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5250 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 88805 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 38752 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64631 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205692.000000 Penalty: 52866.046875
Iteration 229Q: 85 clusters Score -5.820569e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132142 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16178 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 14694 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10723 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142084 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111426 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1982 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 124728 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 123748 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5220 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 89248 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 38094 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64561 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206168.000000 Penalty: 52866.046875
Iteration 230Q: 85 clusters Score -5.820617e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132240 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 14677 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 17834 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142171 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111463 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1914 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 125104 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 123378 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5170 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 89749 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 37563 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64501 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206796.000000 Penalty: 52866.046875
Iteration 231Q: 85 clusters Score -5.82068e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132287 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10566 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 17906 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142229 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111546 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5717 members 
Mstep: Class 29 contains 125402 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 122995 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5125 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 90217 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 37107 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64481 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206996.000000 Penalty: 52866.046875
Iteration 232Q: 85 clusters Score -5.8207e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132259 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16304 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 14673 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10508 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 17978 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142291 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111649 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1779 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 125678 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 122638 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5086 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 90663 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 36724 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64450 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207356.000000 Penalty: 52866.046875
Iteration 233Q: 85 clusters Score -5.820736e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132157 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 9145 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 14674 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18052 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142422 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111706 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 125960 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 122317 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5062 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 91089 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 36404 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64392 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207200.000000 Penalty: 52866.046875
Iteration 234Q: 85 clusters Score -5.82072e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132074 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16331 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10373 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18123 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142545 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111761 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126204 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 122041 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 5037 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 91490 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 36118 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64318 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207384.000000 Penalty: 52866.046875
Iteration 235Q: 85 clusters Score -5.820738e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132040 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16316 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10316 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 18205 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142667 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111816 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1572 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 126390 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 121799 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4996 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 91885 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35851 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64232 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207616.000000 Penalty: 52866.046875
Iteration 236Q: 85 clusters Score -5.820762e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132010 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16299 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 18272 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142818 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111853 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 126568 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 121538 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4958 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 92285 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35598 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64155 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207612.000000 Penalty: 52866.046875
Iteration 237Q: 85 clusters Score -5.820761e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131954 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16288 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 142962 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111888 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126760 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 121258 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4928 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 92725 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35365 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64046 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207936.000000 Penalty: 52866.046875
Iteration 238Q: 85 clusters Score -5.820794e+07 nChanged 1929
Entering ConstructFrom: 
Score: -58207936.000000 Penalty: 52866.046875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -60328.996094 Penalty: 316.043640
	Iteration 0F: 2 clusters Score -60329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59499.105469 Penalty: 632.087280
	Iteration 0F: 3 clusters Score -59499.11 nChanged 437
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: -59858.523438 Penalty: 632.087280
	Iteration 1F: 3 clusters Score -59858.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59973.851562 Penalty: 632.087280
	Iteration 2F: 3 clusters Score -59973.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60018.578125 Penalty: 632.087280
	Iteration 3F: 3 clusters Score -60018.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60041.406250 Penalty: 632.087280
	Iteration 4Q: 3 clusters Score -60041.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60053.191406 Penalty: 632.087280
	Iteration 5Q: 3 clusters Score -60053.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60062.175781 Penalty: 632.087280
	Iteration 6Q: 3 clusters Score -60062.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60072.304688 Penalty: 632.087280
	Iteration 7Q: 3 clusters Score -60072.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60084.152344 Penalty: 632.087280
	Iteration 8Q: 3 clusters Score -60084.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60098.496094 Penalty: 632.087280
	Iteration 9Q: 3 clusters Score -60098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60110.527344 Penalty: 632.087280
	Iteration 10Q: 3 clusters Score -60110.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60124.406250 Penalty: 632.087280
	Iteration 11Q: 3 clusters Score -60124.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60139.562500 Penalty: 632.087280
	Iteration 12Q: 3 clusters Score -60139.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60149.660156 Penalty: 632.087280
	Iteration 13Q: 3 clusters Score -60149.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60159.585938 Penalty: 632.087280
	Iteration 14Q: 3 clusters Score -60159.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60164.621094 Penalty: 632.087280
	Iteration 15Q: 3 clusters Score -60164.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60169.160156 Penalty: 632.087280
	Iteration 16Q: 3 clusters Score -60169.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60172.679688 Penalty: 632.087280
	Iteration 17Q: 3 clusters Score -60172.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60174.203125 Penalty: 632.087280
	Iteration 18Q: 3 clusters Score -60174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60174.937500 Penalty: 632.087280
	Iteration 19Q: 3 clusters Score -60174.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60175.789062 Penalty: 632.087280
	Iteration 20F: 3 clusters Score -60175.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60176.585938 Penalty: 632.087280
	Iteration 21Q: 3 clusters Score -60176.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60177.367188 Penalty: 632.087280
	Iteration 22Q: 3 clusters Score -60177.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60177.683594 Penalty: 632.087280
	Iteration 23Q: 3 clusters Score -60177.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60179.152344 Penalty: 632.087280
	Iteration 24Q: 3 clusters Score -60179.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60182.058594 Penalty: 632.087280
	Iteration 25Q: 3 clusters Score -60182.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60184.175781 Penalty: 632.087280
	Iteration 26Q: 3 clusters Score -60184.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60185.882812 Penalty: 632.087280
	Iteration 27Q: 3 clusters Score -60185.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60186.335938 Penalty: 632.087280
	Iteration 28Q: 3 clusters Score -60186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60187.027344 Penalty: 632.087280
	Iteration 29Q: 3 clusters Score -60187.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60187.027344 Penalty: 632.087280
	Iteration 30F: 3 clusters Score -60187.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (131881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131881 members 
Entering Unmasked Estep 
Score: -7884838.500000 Penalty: 536.429321
	Iteration 0F: 2 clusters Score -7884838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -7801934.500000 Penalty: 1072.858643
	Iteration 0F: 3 clusters Score -7801934 nChanged 64682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -7844104.500000 Penalty: 1072.858643
	Iteration 1F: 3 clusters Score -7844104 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7848772.000000 Penalty: 1072.858643
	Iteration 2F: 3 clusters Score -7848772 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -7855352.500000 Penalty: 1072.858643
	Iteration 3F: 3 clusters Score -7855352 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -7863188.500000 Penalty: 1072.858643
	Iteration 4F: 3 clusters Score -7863188 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -7869848.500000 Penalty: 1072.858643
	Iteration 5F: 3 clusters Score -7869848 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7873376.000000 Penalty: 1072.858643
	Iteration 6Q: 3 clusters Score -7873376 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -7874858.500000 Penalty: 1072.858643
	Iteration 7Q: 3 clusters Score -7874858 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -7875895.000000 Penalty: 1072.858643
	Iteration 8Q: 3 clusters Score -7875895 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7876819.500000 Penalty: 1072.858643
	Iteration 9Q: 3 clusters Score -7876820 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -7877800.000000 Penalty: 1072.858643
	Iteration 10Q: 3 clusters Score -7877800 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7878843.000000 Penalty: 1072.858643
	Iteration 11Q: 3 clusters Score -7878843 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -7879879.500000 Penalty: 1072.858643
	Iteration 12Q: 3 clusters Score -7879880 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -7880952.000000 Penalty: 1072.858643
	Iteration 13Q: 3 clusters Score -7880952 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7882004.000000 Penalty: 1072.858643
	Iteration 14Q: 3 clusters Score -7882004 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -7882751.000000 Penalty: 1072.858643
	Iteration 15Q: 3 clusters Score -7882751 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -7883319.000000 Penalty: 1072.858643
	Iteration 16Q: 3 clusters Score -7883319 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -7883685.000000 Penalty: 1072.858643
	Iteration 17Q: 3 clusters Score -7883685 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -7883761.500000 Penalty: 1072.858643
	Iteration 18Q: 3 clusters Score -7883762 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -7883887.500000 Penalty: 1072.858643
	Iteration 19Q: 3 clusters Score -7883888 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7884300.500000 Penalty: 1072.858643
	Iteration 20F: 3 clusters Score -7884300 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7884494.000000 Penalty: 1072.858643
	Iteration 21Q: 3 clusters Score -7884494 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130650 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7884546.000000 Penalty: 1072.858643
	Iteration 22Q: 3 clusters Score -7884546 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7884553.500000 Penalty: 1072.858643
	Iteration 23Q: 3 clusters Score -7884554 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7884520.500000 Penalty: 1072.858643
	Iteration 24Q: 3 clusters Score -7884520 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7884463.500000 Penalty: 1072.858643
	Iteration 25Q: 3 clusters Score -7884464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7884467.000000 Penalty: 1072.858643
	Iteration 26Q: 3 clusters Score -7884467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7884479.000000 Penalty: 1072.858643
	Iteration 27Q: 3 clusters Score -7884479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131721 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7884465.500000 Penalty: 1072.858643
	Iteration 28Q: 3 clusters Score -7884466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7884480.000000 Penalty: 1072.858643
	Iteration 29Q: 3 clusters Score -7884480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131743 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7884489.000000 Penalty: 1072.858643
	Iteration 30Q: 3 clusters Score -7884489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7884488.000000 Penalty: 1072.858643
	Iteration 31Q: 3 clusters Score -7884488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131750 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7884483.500000 Penalty: 1072.858643
	Iteration 32Q: 3 clusters Score -7884484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7884480.000000 Penalty: 1072.858643
	Iteration 33Q: 3 clusters Score -7884480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7884481.500000 Penalty: 1072.858643
	Iteration 34Q: 3 clusters Score -7884482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7884485.000000 Penalty: 1072.858643
	Iteration 35Q: 3 clusters Score -7884485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7884478.500000 Penalty: 1072.858643
	Iteration 36Q: 3 clusters Score -7884478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7884479.000000 Penalty: 1072.858643
	Iteration 37Q: 3 clusters Score -7884479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7884483.500000 Penalty: 1072.858643
	Iteration 38Q: 3 clusters Score -7884484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7884480.000000 Penalty: 1072.858643
	Iteration 39Q: 3 clusters Score -7884480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7884480.000000 Penalty: 1072.858643
	Iteration 40F: 3 clusters Score -7884480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3578.570801 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3578.571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3399.148682 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3399.149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3458.996826 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3458.997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3484.364014 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -3484.364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3510.036865 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3510.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3515.657471 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -3515.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3528.517822 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -3528.518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3528.517822 Penalty: 396.460510
	Iteration 6F: 3 clusters Score -3528.518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Entering Unmasked Estep 
Score: -976342.062500 Penalty: 441.236664
	Iteration 0F: 2 clusters Score -976342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -965564.687500 Penalty: 882.473328
	Iteration 0F: 3 clusters Score -965564.7 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -970174.875000 Penalty: 882.473328
	Iteration 1F: 3 clusters Score -970174.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -970660.875000 Penalty: 882.473328
	Iteration 2F: 3 clusters Score -970660.9 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -971375.062500 Penalty: 882.473328
	Iteration 3F: 3 clusters Score -971375.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -972272.250000 Penalty: 882.473328
	Iteration 4F: 3 clusters Score -972272.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -973291.375000 Penalty: 882.473328
	Iteration 5F: 3 clusters Score -973291.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -974194.750000 Penalty: 882.473328
	Iteration 6F: 3 clusters Score -974194.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -974788.000000 Penalty: 882.473328
	Iteration 7Q: 3 clusters Score -974788 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -975136.500000 Penalty: 882.473328
	Iteration 8Q: 3 clusters Score -975136.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -975365.125000 Penalty: 882.473328
	Iteration 9Q: 3 clusters Score -975365.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -975519.375000 Penalty: 882.473328
	Iteration 10Q: 3 clusters Score -975519.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -975629.625000 Penalty: 882.473328
	Iteration 11Q: 3 clusters Score -975629.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -975719.375000 Penalty: 882.473328
	Iteration 12Q: 3 clusters Score -975719.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -975779.187500 Penalty: 882.473328
	Iteration 13Q: 3 clusters Score -975779.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -975834.187500 Penalty: 882.473328
	Iteration 14Q: 3 clusters Score -975834.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -975872.562500 Penalty: 882.473328
	Iteration 15Q: 3 clusters Score -975872.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -975900.312500 Penalty: 882.473328
	Iteration 16Q: 3 clusters Score -975900.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -975919.812500 Penalty: 882.473328
	Iteration 17Q: 3 clusters Score -975919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -975940.062500 Penalty: 882.473328
	Iteration 18Q: 3 clusters Score -975940.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -975959.812500 Penalty: 882.473328
	Iteration 19Q: 3 clusters Score -975959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -975970.687500 Penalty: 882.473328
	Iteration 20F: 3 clusters Score -975970.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -975982.125000 Penalty: 882.473328
	Iteration 21Q: 3 clusters Score -975982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -975987.812500 Penalty: 882.473328
	Iteration 22Q: 3 clusters Score -975987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -975990.937500 Penalty: 882.473328
	Iteration 23Q: 3 clusters Score -975990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -975992.375000 Penalty: 882.473328
	Iteration 24Q: 3 clusters Score -975992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -975992.750000 Penalty: 882.473328
	Iteration 25Q: 3 clusters Score -975992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -975993.750000 Penalty: 882.473328
	Iteration 26Q: 3 clusters Score -975993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -975993.750000 Penalty: 882.473328
	Iteration 27F: 3 clusters Score -975993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -196644.015625 Penalty: 374.272583
	Iteration 0F: 2 clusters Score -196644 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 1843 members 
Entering Unmasked Estep 
Score: -194094.312500 Penalty: 748.545166
	Iteration 0F: 3 clusters Score -194094.3 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -195244.484375 Penalty: 748.545166
	Iteration 1F: 3 clusters Score -195244.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -195467.937500 Penalty: 748.545166
	Iteration 2F: 3 clusters Score -195467.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -195667.796875 Penalty: 748.545166
	Iteration 3F: 3 clusters Score -195667.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -195872.390625 Penalty: 748.545166
	Iteration 4F: 3 clusters Score -195872.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -196084.234375 Penalty: 748.545166
	Iteration 5F: 3 clusters Score -196084.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -196196.796875 Penalty: 748.545166
	Iteration 6Q: 3 clusters Score -196196.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196252.609375 Penalty: 748.545166
	Iteration 7Q: 3 clusters Score -196252.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196282.093750 Penalty: 748.545166
	Iteration 8Q: 3 clusters Score -196282.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196313.828125 Penalty: 748.545166
	Iteration 9Q: 3 clusters Score -196313.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196341.468750 Penalty: 748.545166
	Iteration 10Q: 3 clusters Score -196341.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196362.625000 Penalty: 748.545166
	Iteration 11Q: 3 clusters Score -196362.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -196380.906250 Penalty: 748.545166
	Iteration 12Q: 3 clusters Score -196380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196391.046875 Penalty: 748.545166
	Iteration 13Q: 3 clusters Score -196391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196399.953125 Penalty: 748.545166
	Iteration 14Q: 3 clusters Score -196400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196404.203125 Penalty: 748.545166
	Iteration 15Q: 3 clusters Score -196404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -196407.453125 Penalty: 748.545166
	Iteration 16Q: 3 clusters Score -196407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -196410.718750 Penalty: 748.545166
	Iteration 17Q: 3 clusters Score -196410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -196413.515625 Penalty: 748.545166
	Iteration 18Q: 3 clusters Score -196413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -196417.578125 Penalty: 748.545166
	Iteration 19Q: 3 clusters Score -196417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -196424.390625 Penalty: 748.545166
	Iteration 20F: 3 clusters Score -196424.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -196432.343750 Penalty: 748.545166
	Iteration 21Q: 3 clusters Score -196432.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196440.828125 Penalty: 748.545166
	Iteration 22Q: 3 clusters Score -196440.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -196452.484375 Penalty: 748.545166
	Iteration 23Q: 3 clusters Score -196452.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -196463.953125 Penalty: 748.545166
	Iteration 24Q: 3 clusters Score -196464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -196480.734375 Penalty: 748.545166
	Iteration 25Q: 3 clusters Score -196480.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196493.000000 Penalty: 748.545166
	Iteration 26Q: 3 clusters Score -196493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196504.765625 Penalty: 748.545166
	Iteration 27Q: 3 clusters Score -196504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -196512.562500 Penalty: 748.545166
	Iteration 28Q: 3 clusters Score -196512.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -196523.265625 Penalty: 748.545166
	Iteration 29Q: 3 clusters Score -196523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -196534.156250 Penalty: 748.545166
	Iteration 30Q: 3 clusters Score -196534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -196538.687500 Penalty: 748.545166
	Iteration 31Q: 3 clusters Score -196538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -196543.078125 Penalty: 748.545166
	Iteration 32Q: 3 clusters Score -196543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -196545.437500 Penalty: 748.545166
	Iteration 33Q: 3 clusters Score -196545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -196545.828125 Penalty: 748.545166
	Iteration 34Q: 3 clusters Score -196545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -196547.546875 Penalty: 748.545166
	Iteration 35Q: 3 clusters Score -196547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -196551.312500 Penalty: 748.545166
	Iteration 36Q: 3 clusters Score -196551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -196552.812500 Penalty: 748.545166
	Iteration 37Q: 3 clusters Score -196552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -196554.281250 Penalty: 748.545166
	Iteration 38Q: 3 clusters Score -196554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -196555.812500 Penalty: 748.545166
	Iteration 39Q: 3 clusters Score -196555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -196556.093750 Penalty: 748.545166
	Iteration 40F: 3 clusters Score -196556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -196556.375000 Penalty: 748.545166
	Iteration 41Q: 3 clusters Score -196556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -196557.859375 Penalty: 748.545166
	Iteration 42Q: 3 clusters Score -196557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -196558.703125 Penalty: 748.545166
	Iteration 43Q: 3 clusters Score -196558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -196559.171875 Penalty: 748.545166
	Iteration 44Q: 3 clusters Score -196559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -196560.781250 Penalty: 748.545166
	Iteration 45Q: 3 clusters Score -196560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -196562.796875 Penalty: 748.545166
	Iteration 46Q: 3 clusters Score -196562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -196564.843750 Penalty: 748.545166
	Iteration 47Q: 3 clusters Score -196564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -196566.046875 Penalty: 748.545166
	Iteration 48Q: 3 clusters Score -196566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -196566.656250 Penalty: 748.545166
	Iteration 49Q: 3 clusters Score -196566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -196566.968750 Penalty: 748.545166
	Iteration 50Q: 3 clusters Score -196567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -196567.109375 Penalty: 748.545166
	Iteration 51Q: 3 clusters Score -196567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -196567.171875 Penalty: 748.545166
	Iteration 52Q: 3 clusters Score -196567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -196567.171875 Penalty: 748.545166
	Iteration 53F: 3 clusters Score -196567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -544193.875000 Penalty: 414.387665
	Iteration 0F: 2 clusters Score -544193.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -538129.750000 Penalty: 828.775330
	Iteration 0F: 3 clusters Score -538129.8 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -540681.000000 Penalty: 828.775330
	Iteration 1F: 3 clusters Score -540681 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -540880.312500 Penalty: 828.775330
	Iteration 2F: 3 clusters Score -540880.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -541110.875000 Penalty: 828.775330
	Iteration 3F: 3 clusters Score -541110.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -541368.625000 Penalty: 828.775330
	Iteration 4F: 3 clusters Score -541368.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -541647.062500 Penalty: 828.775330
	Iteration 5F: 3 clusters Score -541647.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -541968.375000 Penalty: 828.775330
	Iteration 6F: 3 clusters Score -541968.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -542260.625000 Penalty: 828.775330
	Iteration 7F: 3 clusters Score -542260.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -542463.375000 Penalty: 828.775330
	Iteration 8Q: 3 clusters Score -542463.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -542597.937500 Penalty: 828.775330
	Iteration 9Q: 3 clusters Score -542597.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -542688.375000 Penalty: 828.775330
	Iteration 10Q: 3 clusters Score -542688.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -542761.875000 Penalty: 828.775330
	Iteration 11Q: 3 clusters Score -542761.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -542828.125000 Penalty: 828.775330
	Iteration 12Q: 3 clusters Score -542828.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -542898.250000 Penalty: 828.775330
	Iteration 13Q: 3 clusters Score -542898.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -542972.500000 Penalty: 828.775330
	Iteration 14Q: 3 clusters Score -542972.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -543040.750000 Penalty: 828.775330
	Iteration 15Q: 3 clusters Score -543040.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -543098.375000 Penalty: 828.775330
	Iteration 16Q: 3 clusters Score -543098.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -543151.625000 Penalty: 828.775330
	Iteration 17Q: 3 clusters Score -543151.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -543204.000000 Penalty: 828.775330
	Iteration 18Q: 3 clusters Score -543204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -543252.187500 Penalty: 828.775330
	Iteration 19Q: 3 clusters Score -543252.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -543305.875000 Penalty: 828.775330
	Iteration 20F: 3 clusters Score -543305.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -543356.125000 Penalty: 828.775330
	Iteration 21Q: 3 clusters Score -543356.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -543411.812500 Penalty: 828.775330
	Iteration 22Q: 3 clusters Score -543411.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -543473.687500 Penalty: 828.775330
	Iteration 23Q: 3 clusters Score -543473.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -543530.812500 Penalty: 828.775330
	Iteration 24Q: 3 clusters Score -543530.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -543588.875000 Penalty: 828.775330
	Iteration 25Q: 3 clusters Score -543588.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -543630.062500 Penalty: 828.775330
	Iteration 26Q: 3 clusters Score -543630.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -543667.562500 Penalty: 828.775330
	Iteration 27Q: 3 clusters Score -543667.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -543689.500000 Penalty: 828.775330
	Iteration 28Q: 3 clusters Score -543689.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -543705.187500 Penalty: 828.775330
	Iteration 29Q: 3 clusters Score -543705.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -543724.875000 Penalty: 828.775330
	Iteration 30Q: 3 clusters Score -543724.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -543743.375000 Penalty: 828.775330
	Iteration 31Q: 3 clusters Score -543743.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -543761.625000 Penalty: 828.775330
	Iteration 32Q: 3 clusters Score -543761.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -543774.875000 Penalty: 828.775330
	Iteration 33Q: 3 clusters Score -543774.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -543785.187500 Penalty: 828.775330
	Iteration 34Q: 3 clusters Score -543785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -543789.375000 Penalty: 828.775330
	Iteration 35Q: 3 clusters Score -543789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -543794.000000 Penalty: 828.775330
	Iteration 36Q: 3 clusters Score -543794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -543797.937500 Penalty: 828.775330
	Iteration 37Q: 3 clusters Score -543797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -543800.125000 Penalty: 828.775330
	Iteration 38Q: 3 clusters Score -543800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -543802.312500 Penalty: 828.775330
	Iteration 39Q: 3 clusters Score -543802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -543802.312500 Penalty: 828.775330
	Iteration 40F: 3 clusters Score -543802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -82695.257812 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -82695.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -81645.992188 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -81645.99 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81991.640625 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -81991.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82047.531250 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -82047.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82095.390625 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -82095.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82134.742188 Penalty: 658.441345
	Iteration 4Q: 3 clusters Score -82134.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82170.789062 Penalty: 658.441345
	Iteration 5Q: 3 clusters Score -82170.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82192.968750 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -82192.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82215.875000 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -82215.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82243.203125 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -82243.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82265.921875 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -82265.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -82290.375000 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -82290.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -82311.343750 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -82311.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82325.343750 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -82325.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82330.515625 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -82330.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82336.781250 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -82336.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82342.140625 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -82342.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -82346.375000 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -82346.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82353.257812 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -82353.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82355.742188 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -82355.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82359.117188 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -82359.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82359.765625 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -82359.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82359.976562 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -82359.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82360.148438 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -82360.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82360.226562 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -82360.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82360.226562 Penalty: 658.441345
	Iteration 24F: 3 clusters Score -82360.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25395.126953 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25395.13 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25603.521484 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25603.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25673.462891 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25673.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25708.673828 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -25708.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25732.468750 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25732.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25754.230469 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25754.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25767.839844 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25767.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25772.152344 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25772.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25779.462891 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25779.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25781.576172 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25781.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25781.816406 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25781.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25781.816406 Penalty: 553.273926
	Iteration 11F: 3 clusters Score -25781.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -36822.964844 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -36822.96 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 280 members 
Entering Unmasked Estep 
Score: -36278.871094 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -36278.87 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36429.160156 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -36429.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36458.390625 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -36458.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36469.304688 Penalty: 583.475464
	Iteration 3Q: 3 clusters Score -36469.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36476.730469 Penalty: 583.475464
	Iteration 4Q: 3 clusters Score -36476.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36485.769531 Penalty: 583.475464
	Iteration 5Q: 3 clusters Score -36485.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36494.128906 Penalty: 583.475464
	Iteration 6Q: 3 clusters Score -36494.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36505.878906 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -36505.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36511.042969 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -36511.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36516.183594 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -36516.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36518.136719 Penalty: 583.475464
	Iteration 10Q: 3 clusters Score -36518.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36520.511719 Penalty: 583.475464
	Iteration 11Q: 3 clusters Score -36520.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36522.078125 Penalty: 583.475464
	Iteration 12Q: 3 clusters Score -36522.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36523.714844 Penalty: 583.475464
	Iteration 13Q: 3 clusters Score -36523.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36524.972656 Penalty: 583.475464
	Iteration 14Q: 3 clusters Score -36524.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36525.640625 Penalty: 583.475464
	Iteration 15Q: 3 clusters Score -36525.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36525.640625 Penalty: 583.475464
	Iteration 16F: 3 clusters Score -36525.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16111.949219 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16111.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16183.610352 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16183.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16204.698242 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16219.224609 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16219.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16228.412109 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16228.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16231.747070 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16231.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16233.871094 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16233.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16233.871094 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -16233.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -31338.853516 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -31338.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30820.462891 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -30820.46 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30957.341797 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -30957.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30998.220703 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -30998.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31026.921875 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -31026.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31039.906250 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -31039.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31047.382812 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -31047.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31056.625000 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -31056.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31063.693359 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -31063.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31070.421875 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -31070.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31074.992188 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -31074.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31079.041016 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -31079.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31085.525391 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -31085.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31092.607422 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -31092.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31100.171875 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -31100.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31104.855469 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -31104.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31109.085938 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -31109.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31112.109375 Penalty: 574.697571
	Iteration 16Q: 3 clusters Score -31112.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31114.201172 Penalty: 574.697571
	Iteration 17Q: 3 clusters Score -31114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31114.958984 Penalty: 574.697571
	Iteration 18Q: 3 clusters Score -31114.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31114.958984 Penalty: 574.697571
	Iteration 19F: 3 clusters Score -31114.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -408963.218750 Penalty: 403.268738
	Iteration 0F: 2 clusters Score -408963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -404161.718750 Penalty: 806.537476
	Iteration 0F: 3 clusters Score -404161.7 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -406121.593750 Penalty: 806.537476
	Iteration 1F: 3 clusters Score -406121.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -406325.187500 Penalty: 806.537476
	Iteration 2F: 3 clusters Score -406325.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -406581.062500 Penalty: 806.537476
	Iteration 3F: 3 clusters Score -406581.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -406920.468750 Penalty: 806.537476
	Iteration 4F: 3 clusters Score -406920.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -407234.968750 Penalty: 806.537476
	Iteration 5F: 3 clusters Score -407235 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -407523.781250 Penalty: 806.537476
	Iteration 6F: 3 clusters Score -407523.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -407732.375000 Penalty: 806.537476
	Iteration 7F: 3 clusters Score -407732.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -407847.218750 Penalty: 806.537476
	Iteration 8Q: 3 clusters Score -407847.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -407903.187500 Penalty: 806.537476
	Iteration 9Q: 3 clusters Score -407903.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -407939.687500 Penalty: 806.537476
	Iteration 10Q: 3 clusters Score -407939.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -407970.812500 Penalty: 806.537476
	Iteration 11Q: 3 clusters Score -407970.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -408004.187500 Penalty: 806.537476
	Iteration 12Q: 3 clusters Score -408004.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -408032.468750 Penalty: 806.537476
	Iteration 13Q: 3 clusters Score -408032.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -408061.875000 Penalty: 806.537476
	Iteration 14Q: 3 clusters Score -408061.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -408096.437500 Penalty: 806.537476
	Iteration 15Q: 3 clusters Score -408096.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -408133.906250 Penalty: 806.537476
	Iteration 16Q: 3 clusters Score -408133.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -408173.218750 Penalty: 806.537476
	Iteration 17Q: 3 clusters Score -408173.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -408217.656250 Penalty: 806.537476
	Iteration 18Q: 3 clusters Score -408217.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -408263.312500 Penalty: 806.537476
	Iteration 19Q: 3 clusters Score -408263.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -408313.531250 Penalty: 806.537476
	Iteration 20F: 3 clusters Score -408313.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -408383.218750 Penalty: 806.537476
	Iteration 21Q: 3 clusters Score -408383.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -408451.281250 Penalty: 806.537476
	Iteration 22Q: 3 clusters Score -408451.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -408518.781250 Penalty: 806.537476
	Iteration 23Q: 3 clusters Score -408518.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -408574.875000 Penalty: 806.537476
	Iteration 24Q: 3 clusters Score -408574.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -408621.281250 Penalty: 806.537476
	Iteration 25Q: 3 clusters Score -408621.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -408658.187500 Penalty: 806.537476
	Iteration 26Q: 3 clusters Score -408658.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -408681.718750 Penalty: 806.537476
	Iteration 27Q: 3 clusters Score -408681.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -408701.593750 Penalty: 806.537476
	Iteration 28Q: 3 clusters Score -408701.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -408713.156250 Penalty: 806.537476
	Iteration 29Q: 3 clusters Score -408713.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -408725.406250 Penalty: 806.537476
	Iteration 30Q: 3 clusters Score -408725.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -408738.125000 Penalty: 806.537476
	Iteration 31Q: 3 clusters Score -408738.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -408750.906250 Penalty: 806.537476
	Iteration 32Q: 3 clusters Score -408750.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -408761.656250 Penalty: 806.537476
	Iteration 33Q: 3 clusters Score -408761.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -408771.875000 Penalty: 806.537476
	Iteration 34Q: 3 clusters Score -408771.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -408781.937500 Penalty: 806.537476
	Iteration 35Q: 3 clusters Score -408781.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -408795.906250 Penalty: 806.537476
	Iteration 36Q: 3 clusters Score -408795.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -408805.500000 Penalty: 806.537476
	Iteration 37Q: 3 clusters Score -408805.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -408813.656250 Penalty: 806.537476
	Iteration 38Q: 3 clusters Score -408813.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -408816.812500 Penalty: 806.537476
	Iteration 39Q: 3 clusters Score -408816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -408820.312500 Penalty: 806.537476
	Iteration 40F: 3 clusters Score -408820.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -408825.250000 Penalty: 806.537476
	Iteration 41Q: 3 clusters Score -408825.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -408831.562500 Penalty: 806.537476
	Iteration 42Q: 3 clusters Score -408831.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -408836.156250 Penalty: 806.537476
	Iteration 43Q: 3 clusters Score -408836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -408840.468750 Penalty: 806.537476
	Iteration 44Q: 3 clusters Score -408840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -408842.500000 Penalty: 806.537476
	Iteration 45Q: 3 clusters Score -408842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -408844.375000 Penalty: 806.537476
	Iteration 46Q: 3 clusters Score -408844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -408846.375000 Penalty: 806.537476
	Iteration 47Q: 3 clusters Score -408846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -408847.500000 Penalty: 806.537476
	Iteration 48Q: 3 clusters Score -408847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -408847.562500 Penalty: 806.537476
	Iteration 49Q: 3 clusters Score -408847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -408848.062500 Penalty: 806.537476
	Iteration 50Q: 3 clusters Score -408848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -408848.031250 Penalty: 806.537476
	Iteration 51Q: 3 clusters Score -408848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -408847.812500 Penalty: 806.537476
	Iteration 52Q: 3 clusters Score -408847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -408847.875000 Penalty: 806.537476
	Iteration 53Q: 3 clusters Score -408847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -408849.437500 Penalty: 806.537476
	Iteration 54Q: 3 clusters Score -408849.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -408850.812500 Penalty: 806.537476
	Iteration 55Q: 3 clusters Score -408850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -408853.281250 Penalty: 806.537476
	Iteration 56Q: 3 clusters Score -408853.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -408857.750000 Penalty: 806.537476
	Iteration 57Q: 3 clusters Score -408857.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -408862.343750 Penalty: 806.537476
	Iteration 58Q: 3 clusters Score -408862.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -408865.187500 Penalty: 806.537476
	Iteration 59Q: 3 clusters Score -408865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -408866.843750 Penalty: 806.537476
	Iteration 60F: 3 clusters Score -408866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -408868.343750 Penalty: 806.537476
	Iteration 61Q: 3 clusters Score -408868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -408869.625000 Penalty: 806.537476
	Iteration 62Q: 3 clusters Score -408869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -408869.531250 Penalty: 806.537476
	Iteration 63Q: 3 clusters Score -408869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -408871.593750 Penalty: 806.537476
	Iteration 64Q: 3 clusters Score -408871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -408873.500000 Penalty: 806.537476
	Iteration 65Q: 3 clusters Score -408873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -408875.125000 Penalty: 806.537476
	Iteration 66Q: 3 clusters Score -408875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -408876.625000 Penalty: 806.537476
	Iteration 67Q: 3 clusters Score -408876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -408878.343750 Penalty: 806.537476
	Iteration 68Q: 3 clusters Score -408878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -408878.062500 Penalty: 806.537476
	Iteration 69Q: 3 clusters Score -408878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -408878.937500 Penalty: 806.537476
	Iteration 70Q: 3 clusters Score -408878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -408879.906250 Penalty: 806.537476
	Iteration 71Q: 3 clusters Score -408879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -408880.218750 Penalty: 806.537476
	Iteration 72Q: 3 clusters Score -408880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -408879.625000 Penalty: 806.537476
	Iteration 73Q: 3 clusters Score -408879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -408879.812500 Penalty: 806.537476
	Iteration 74Q: 3 clusters Score -408879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -408879.812500 Penalty: 806.537476
	Iteration 75F: 3 clusters Score -408879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Entering Unmasked Estep 
Score: -894220.437500 Penalty: 436.627808
	Iteration 0F: 2 clusters Score -894220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -884423.937500 Penalty: 873.255615
	Iteration 0F: 3 clusters Score -884423.9 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -888392.000000 Penalty: 873.255615
	Iteration 1F: 3 clusters Score -888392 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -888560.687500 Penalty: 873.255615
	Iteration 2Q: 3 clusters Score -888560.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -888751.125000 Penalty: 873.255615
	Iteration 3Q: 3 clusters Score -888751.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -888977.812500 Penalty: 873.255615
	Iteration 4Q: 3 clusters Score -888977.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -889304.875000 Penalty: 873.255615
	Iteration 5Q: 3 clusters Score -889304.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -889810.375000 Penalty: 873.255615
	Iteration 6F: 3 clusters Score -889810.4 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -890518.312500 Penalty: 873.255615
	Iteration 7F: 3 clusters Score -890518.3 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -891272.687500 Penalty: 873.255615
	Iteration 8F: 3 clusters Score -891272.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -892078.375000 Penalty: 873.255615
	Iteration 9F: 3 clusters Score -892078.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -892738.937500 Penalty: 873.255615
	Iteration 10F: 3 clusters Score -892738.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -893202.250000 Penalty: 873.255615
	Iteration 11Q: 3 clusters Score -893202.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -893478.250000 Penalty: 873.255615
	Iteration 12Q: 3 clusters Score -893478.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -893651.250000 Penalty: 873.255615
	Iteration 13Q: 3 clusters Score -893651.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -893741.375000 Penalty: 873.255615
	Iteration 14Q: 3 clusters Score -893741.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -893809.125000 Penalty: 873.255615
	Iteration 15Q: 3 clusters Score -893809.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -893830.937500 Penalty: 873.255615
	Iteration 16Q: 3 clusters Score -893830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -893836.437500 Penalty: 873.255615
	Iteration 17Q: 3 clusters Score -893836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -893838.187500 Penalty: 873.255615
	Iteration 18Q: 3 clusters Score -893838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -893839.750000 Penalty: 873.255615
	Iteration 19Q: 3 clusters Score -893839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -893842.187500 Penalty: 873.255615
	Iteration 20F: 3 clusters Score -893842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -893843.312500 Penalty: 873.255615
	Iteration 21Q: 3 clusters Score -893843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -893843.312500 Penalty: 873.255615
	Iteration 22F: 3 clusters Score -893843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -24884.888672 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -24884.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24436.146484 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -24436.15 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24620.005859 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -24620.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24799.130859 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -24799.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24842.453125 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -24842.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24905.714844 Penalty: 554.309204
	Iteration 4F: 3 clusters Score -24905.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24956.343750 Penalty: 554.309204
	Iteration 5F: 3 clusters Score -24956.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24992.775391 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -24992.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25001.226562 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -25001.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25003.263672 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -25003.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25005.371094 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -25005.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25007.060547 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -25007.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25008.376953 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -25008.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25011.335938 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -25011.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25011.335938 Penalty: 554.309204
	Iteration 13F: 3 clusters Score -25011.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207820.000000 Penalty: 53495.402344
Splitting cluster 14 changes total score from -58207936.000000 to -58207820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -6855.028320 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -6855.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6524.913086 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6524.913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6638.006348 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -6638.006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6689.111328 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -6689.111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6705.553711 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -6705.554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6710.664062 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -6710.664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6716.854980 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -6716.855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6725.045898 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -6725.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6725.045898 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -6725.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Entering Unmasked Estep 
Score: -610455.000000 Penalty: 419.859833
	Iteration 0F: 2 clusters Score -610455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -603658.562500 Penalty: 839.719666
	Iteration 0F: 3 clusters Score -603658.6 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -606331.562500 Penalty: 839.719666
	Iteration 1F: 3 clusters Score -606331.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -606492.437500 Penalty: 839.719666
	Iteration 2Q: 3 clusters Score -606492.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -606649.437500 Penalty: 839.719666
	Iteration 3Q: 3 clusters Score -606649.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -606832.000000 Penalty: 839.719666
	Iteration 4Q: 3 clusters Score -606832 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -607061.875000 Penalty: 839.719666
	Iteration 5Q: 3 clusters Score -607061.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -607384.500000 Penalty: 839.719666
	Iteration 6Q: 3 clusters Score -607384.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -607767.250000 Penalty: 839.719666
	Iteration 7F: 3 clusters Score -607767.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -608116.125000 Penalty: 839.719666
	Iteration 8Q: 3 clusters Score -608116.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -608393.000000 Penalty: 839.719666
	Iteration 9Q: 3 clusters Score -608393 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -608577.812500 Penalty: 839.719666
	Iteration 10Q: 3 clusters Score -608577.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -608729.187500 Penalty: 839.719666
	Iteration 11Q: 3 clusters Score -608729.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -608867.812500 Penalty: 839.719666
	Iteration 12Q: 3 clusters Score -608867.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -608987.687500 Penalty: 839.719666
	Iteration 13Q: 3 clusters Score -608987.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -609069.687500 Penalty: 839.719666
	Iteration 14Q: 3 clusters Score -609069.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -609155.375000 Penalty: 839.719666
	Iteration 15Q: 3 clusters Score -609155.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -609257.000000 Penalty: 839.719666
	Iteration 16Q: 3 clusters Score -609257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -609341.062500 Penalty: 839.719666
	Iteration 17Q: 3 clusters Score -609341.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -609408.000000 Penalty: 839.719666
	Iteration 18Q: 3 clusters Score -609408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -609458.000000 Penalty: 839.719666
	Iteration 19Q: 3 clusters Score -609458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -609500.375000 Penalty: 839.719666
	Iteration 20F: 3 clusters Score -609500.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -609534.312500 Penalty: 839.719666
	Iteration 21Q: 3 clusters Score -609534.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -609563.750000 Penalty: 839.719666
	Iteration 22Q: 3 clusters Score -609563.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -609594.125000 Penalty: 839.719666
	Iteration 23Q: 3 clusters Score -609594.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -609615.437500 Penalty: 839.719666
	Iteration 24Q: 3 clusters Score -609615.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -609634.062500 Penalty: 839.719666
	Iteration 25Q: 3 clusters Score -609634.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -609657.937500 Penalty: 839.719666
	Iteration 26Q: 3 clusters Score -609657.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -609685.750000 Penalty: 839.719666
	Iteration 27Q: 3 clusters Score -609685.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -609708.875000 Penalty: 839.719666
	Iteration 28Q: 3 clusters Score -609708.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -609732.062500 Penalty: 839.719666
	Iteration 29Q: 3 clusters Score -609732.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -609762.500000 Penalty: 839.719666
	Iteration 30Q: 3 clusters Score -609762.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -609797.125000 Penalty: 839.719666
	Iteration 31Q: 3 clusters Score -609797.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -609830.062500 Penalty: 839.719666
	Iteration 32Q: 3 clusters Score -609830.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -609856.750000 Penalty: 839.719666
	Iteration 33Q: 3 clusters Score -609856.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -609894.750000 Penalty: 839.719666
	Iteration 34Q: 3 clusters Score -609894.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -609928.437500 Penalty: 839.719666
	Iteration 35Q: 3 clusters Score -609928.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -609962.875000 Penalty: 839.719666
	Iteration 36Q: 3 clusters Score -609962.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -609983.375000 Penalty: 839.719666
	Iteration 37Q: 3 clusters Score -609983.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -610000.562500 Penalty: 839.719666
	Iteration 38Q: 3 clusters Score -610000.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -610019.750000 Penalty: 839.719666
	Iteration 39Q: 3 clusters Score -610019.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -610038.062500 Penalty: 839.719666
	Iteration 40F: 3 clusters Score -610038.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -610057.750000 Penalty: 839.719666
	Iteration 41Q: 3 clusters Score -610057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -610071.500000 Penalty: 839.719666
	Iteration 42Q: 3 clusters Score -610071.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -610083.062500 Penalty: 839.719666
	Iteration 43Q: 3 clusters Score -610083.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -610092.750000 Penalty: 839.719666
	Iteration 44Q: 3 clusters Score -610092.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -610101.437500 Penalty: 839.719666
	Iteration 45Q: 3 clusters Score -610101.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -610108.125000 Penalty: 839.719666
	Iteration 46Q: 3 clusters Score -610108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -610113.250000 Penalty: 839.719666
	Iteration 47Q: 3 clusters Score -610113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -610116.687500 Penalty: 839.719666
	Iteration 48Q: 3 clusters Score -610116.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -610120.250000 Penalty: 839.719666
	Iteration 49Q: 3 clusters Score -610120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -610122.875000 Penalty: 839.719666
	Iteration 50Q: 3 clusters Score -610122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -610123.812500 Penalty: 839.719666
	Iteration 51Q: 3 clusters Score -610123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -610124.125000 Penalty: 839.719666
	Iteration 52Q: 3 clusters Score -610124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -610124.187500 Penalty: 839.719666
	Iteration 53Q: 3 clusters Score -610124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -610124.187500 Penalty: 839.719666
	Iteration 54F: 3 clusters Score -610124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Entering Unmasked Estep 
Score: -4363394.000000 Penalty: 509.334503
	Iteration 0F: 2 clusters Score -4363394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4314476.500000 Penalty: 1018.669006
	Iteration 0F: 3 clusters Score -4314476 nChanged 35446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -4336597.000000 Penalty: 1018.669006
	Iteration 1F: 3 clusters Score -4336597 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -4338553.000000 Penalty: 1018.669006
	Iteration 2F: 3 clusters Score -4338553 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -4341933.500000 Penalty: 1018.669006
	Iteration 3F: 3 clusters Score -4341934 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -4347302.000000 Penalty: 1018.669006
	Iteration 4F: 3 clusters Score -4347302 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -4353882.500000 Penalty: 1018.669006
	Iteration 5F: 3 clusters Score -4353882 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -4359176.500000 Penalty: 1018.669006
	Iteration 6F: 3 clusters Score -4359176 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -4361626.500000 Penalty: 1018.669006
	Iteration 7Q: 3 clusters Score -4361626 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -4362524.000000 Penalty: 1018.669006
	Iteration 8Q: 3 clusters Score -4362524 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -4362793.000000 Penalty: 1018.669006
	Iteration 9Q: 3 clusters Score -4362793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -4362885.000000 Penalty: 1018.669006
	Iteration 10Q: 3 clusters Score -4362885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -4362915.000000 Penalty: 1018.669006
	Iteration 11Q: 3 clusters Score -4362915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -4362930.000000 Penalty: 1018.669006
	Iteration 12Q: 3 clusters Score -4362930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -4362940.500000 Penalty: 1018.669006
	Iteration 13Q: 3 clusters Score -4362940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -4362943.000000 Penalty: 1018.669006
	Iteration 14Q: 3 clusters Score -4362943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -4362948.000000 Penalty: 1018.669006
	Iteration 15Q: 3 clusters Score -4362948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -4362954.500000 Penalty: 1018.669006
	Iteration 16Q: 3 clusters Score -4362954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -4362953.000000 Penalty: 1018.669006
	Iteration 17Q: 3 clusters Score -4362953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -4362956.500000 Penalty: 1018.669006
	Iteration 18Q: 3 clusters Score -4362956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -4362961.500000 Penalty: 1018.669006
	Iteration 19Q: 3 clusters Score -4362962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -4362963.500000 Penalty: 1018.669006
	Iteration 20F: 3 clusters Score -4362964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -4362969.500000 Penalty: 1018.669006
	Iteration 21Q: 3 clusters Score -4362970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -4362972.500000 Penalty: 1018.669006
	Iteration 22Q: 3 clusters Score -4362972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -4362979.500000 Penalty: 1018.669006
	Iteration 23Q: 3 clusters Score -4362980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -4362979.500000 Penalty: 1018.669006
	Iteration 24F: 3 clusters Score -4362980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Entering Unmasked Estep 
Score: -1099393.625000 Penalty: 446.745544
	Iteration 0F: 2 clusters Score -1099394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1087133.750000 Penalty: 893.491089
	Iteration 0F: 3 clusters Score -1087134 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1092221.375000 Penalty: 893.491089
	Iteration 1F: 3 clusters Score -1092221 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1092553.875000 Penalty: 893.491089
	Iteration 2Q: 3 clusters Score -1092554 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1092930.625000 Penalty: 893.491089
	Iteration 3Q: 3 clusters Score -1092931 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1093409.125000 Penalty: 893.491089
	Iteration 4F: 3 clusters Score -1093409 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1094110.625000 Penalty: 893.491089
	Iteration 5F: 3 clusters Score -1094111 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1095103.250000 Penalty: 893.491089
	Iteration 6F: 3 clusters Score -1095103 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1096146.250000 Penalty: 893.491089
	Iteration 7F: 3 clusters Score -1096146 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1096909.125000 Penalty: 893.491089
	Iteration 8F: 3 clusters Score -1096909 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1097312.500000 Penalty: 893.491089
	Iteration 9Q: 3 clusters Score -1097312 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1097517.875000 Penalty: 893.491089
	Iteration 10Q: 3 clusters Score -1097518 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1097653.875000 Penalty: 893.491089
	Iteration 11Q: 3 clusters Score -1097654 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1097744.000000 Penalty: 893.491089
	Iteration 12Q: 3 clusters Score -1097744 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1097818.875000 Penalty: 893.491089
	Iteration 13Q: 3 clusters Score -1097819 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1097875.750000 Penalty: 893.491089
	Iteration 14Q: 3 clusters Score -1097876 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1097922.250000 Penalty: 893.491089
	Iteration 15Q: 3 clusters Score -1097922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1097959.750000 Penalty: 893.491089
	Iteration 16Q: 3 clusters Score -1097960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1097992.125000 Penalty: 893.491089
	Iteration 17Q: 3 clusters Score -1097992 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1098024.000000 Penalty: 893.491089
	Iteration 18Q: 3 clusters Score -1098024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1098045.375000 Penalty: 893.491089
	Iteration 19Q: 3 clusters Score -1098045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1098060.500000 Penalty: 893.491089
	Iteration 20F: 3 clusters Score -1098060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1098065.500000 Penalty: 893.491089
	Iteration 21Q: 3 clusters Score -1098066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1098075.500000 Penalty: 893.491089
	Iteration 22Q: 3 clusters Score -1098076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1098083.375000 Penalty: 893.491089
	Iteration 23Q: 3 clusters Score -1098083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1098088.125000 Penalty: 893.491089
	Iteration 24Q: 3 clusters Score -1098088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1098091.375000 Penalty: 893.491089
	Iteration 25Q: 3 clusters Score -1098091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1098093.000000 Penalty: 893.491089
	Iteration 26Q: 3 clusters Score -1098093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1098099.125000 Penalty: 893.491089
	Iteration 27Q: 3 clusters Score -1098099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1098099.125000 Penalty: 893.491089
	Iteration 28Q: 3 clusters Score -1098099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1098107.375000 Penalty: 893.491089
	Iteration 29Q: 3 clusters Score -1098107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1098107.625000 Penalty: 893.491089
	Iteration 30Q: 3 clusters Score -1098108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1098109.250000 Penalty: 893.491089
	Iteration 31Q: 3 clusters Score -1098109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1098113.750000 Penalty: 893.491089
	Iteration 32Q: 3 clusters Score -1098114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1098112.125000 Penalty: 893.491089
	Iteration 33Q: 3 clusters Score -1098112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1098118.875000 Penalty: 893.491089
	Iteration 34Q: 3 clusters Score -1098119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1098122.375000 Penalty: 893.491089
	Iteration 35Q: 3 clusters Score -1098122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1098124.000000 Penalty: 893.491089
	Iteration 36Q: 3 clusters Score -1098124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1098125.500000 Penalty: 893.491089
	Iteration 37Q: 3 clusters Score -1098126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1098128.125000 Penalty: 893.491089
	Iteration 38Q: 3 clusters Score -1098128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1098136.375000 Penalty: 893.491089
	Iteration 39Q: 3 clusters Score -1098136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1098140.250000 Penalty: 893.491089
	Iteration 40F: 3 clusters Score -1098140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1098145.625000 Penalty: 893.491089
	Iteration 41Q: 3 clusters Score -1098146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1098151.250000 Penalty: 893.491089
	Iteration 42Q: 3 clusters Score -1098151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1098157.750000 Penalty: 893.491089
	Iteration 43Q: 3 clusters Score -1098158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1098160.750000 Penalty: 893.491089
	Iteration 44Q: 3 clusters Score -1098161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1098163.000000 Penalty: 893.491089
	Iteration 45Q: 3 clusters Score -1098163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1098166.500000 Penalty: 893.491089
	Iteration 46Q: 3 clusters Score -1098166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1098169.125000 Penalty: 893.491089
	Iteration 47Q: 3 clusters Score -1098169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1098175.125000 Penalty: 893.491089
	Iteration 48Q: 3 clusters Score -1098175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1098178.125000 Penalty: 893.491089
	Iteration 49Q: 3 clusters Score -1098178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1098181.875000 Penalty: 893.491089
	Iteration 50Q: 3 clusters Score -1098182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1098188.625000 Penalty: 893.491089
	Iteration 51Q: 3 clusters Score -1098189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1098193.625000 Penalty: 893.491089
	Iteration 52Q: 3 clusters Score -1098194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1098202.000000 Penalty: 893.491089
	Iteration 53Q: 3 clusters Score -1098202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1098213.125000 Penalty: 893.491089
	Iteration 54Q: 3 clusters Score -1098213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1098225.625000 Penalty: 893.491089
	Iteration 55Q: 3 clusters Score -1098226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1098236.250000 Penalty: 893.491089
	Iteration 56Q: 3 clusters Score -1098236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1098241.750000 Penalty: 893.491089
	Iteration 57Q: 3 clusters Score -1098242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1098253.000000 Penalty: 893.491089
	Iteration 58Q: 3 clusters Score -1098253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1098273.000000 Penalty: 893.491089
	Iteration 59Q: 3 clusters Score -1098273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1098286.625000 Penalty: 893.491089
	Iteration 60F: 3 clusters Score -1098287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1098300.750000 Penalty: 893.491089
	Iteration 61Q: 3 clusters Score -1098301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1098310.000000 Penalty: 893.491089
	Iteration 62Q: 3 clusters Score -1098310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1098323.125000 Penalty: 893.491089
	Iteration 63Q: 3 clusters Score -1098323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1098333.375000 Penalty: 893.491089
	Iteration 64Q: 3 clusters Score -1098333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1098343.250000 Penalty: 893.491089
	Iteration 65Q: 3 clusters Score -1098343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1098361.750000 Penalty: 893.491089
	Iteration 66Q: 3 clusters Score -1098362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1098376.875000 Penalty: 893.491089
	Iteration 67Q: 3 clusters Score -1098377 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1098387.000000 Penalty: 893.491089
	Iteration 68Q: 3 clusters Score -1098387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1098400.250000 Penalty: 893.491089
	Iteration 69Q: 3 clusters Score -1098400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1098411.000000 Penalty: 893.491089
	Iteration 70Q: 3 clusters Score -1098411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1098425.500000 Penalty: 893.491089
	Iteration 71Q: 3 clusters Score -1098426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1098430.625000 Penalty: 893.491089
	Iteration 72Q: 3 clusters Score -1098431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1098442.250000 Penalty: 893.491089
	Iteration 73Q: 3 clusters Score -1098442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1098459.250000 Penalty: 893.491089
	Iteration 74Q: 3 clusters Score -1098459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1098470.125000 Penalty: 893.491089
	Iteration 75Q: 3 clusters Score -1098470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1098480.750000 Penalty: 893.491089
	Iteration 76Q: 3 clusters Score -1098481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1098481.500000 Penalty: 893.491089
	Iteration 77Q: 3 clusters Score -1098482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1098492.750000 Penalty: 893.491089
	Iteration 78Q: 3 clusters Score -1098493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1098505.000000 Penalty: 893.491089
	Iteration 79Q: 3 clusters Score -1098505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1098510.500000 Penalty: 893.491089
	Iteration 80F: 3 clusters Score -1098510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1098523.625000 Penalty: 893.491089
	Iteration 81Q: 3 clusters Score -1098524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1098533.875000 Penalty: 893.491089
	Iteration 82Q: 3 clusters Score -1098534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1098549.625000 Penalty: 893.491089
	Iteration 83Q: 3 clusters Score -1098550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1098561.625000 Penalty: 893.491089
	Iteration 84Q: 3 clusters Score -1098562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1098573.875000 Penalty: 893.491089
	Iteration 85Q: 3 clusters Score -1098574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1098589.750000 Penalty: 893.491089
	Iteration 86Q: 3 clusters Score -1098590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1098602.875000 Penalty: 893.491089
	Iteration 87Q: 3 clusters Score -1098603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1098614.875000 Penalty: 893.491089
	Iteration 88Q: 3 clusters Score -1098615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1098629.750000 Penalty: 893.491089
	Iteration 89Q: 3 clusters Score -1098630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1098643.000000 Penalty: 893.491089
	Iteration 90Q: 3 clusters Score -1098643 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1098659.500000 Penalty: 893.491089
	Iteration 91Q: 3 clusters Score -1098660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1098674.625000 Penalty: 893.491089
	Iteration 92Q: 3 clusters Score -1098675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1098689.375000 Penalty: 893.491089
	Iteration 93Q: 3 clusters Score -1098689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1098702.250000 Penalty: 893.491089
	Iteration 94Q: 3 clusters Score -1098702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1098722.875000 Penalty: 893.491089
	Iteration 95Q: 3 clusters Score -1098723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1098738.250000 Penalty: 893.491089
	Iteration 96Q: 3 clusters Score -1098738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1098747.875000 Penalty: 893.491089
	Iteration 97Q: 3 clusters Score -1098748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1098758.625000 Penalty: 893.491089
	Iteration 98Q: 3 clusters Score -1098759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1098769.625000 Penalty: 893.491089
	Iteration 99Q: 3 clusters Score -1098770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1098783.250000 Penalty: 893.491089
	Iteration 100F: 3 clusters Score -1098783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1098794.125000 Penalty: 893.491089
	Iteration 101Q: 3 clusters Score -1098794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1098814.000000 Penalty: 893.491089
	Iteration 102Q: 3 clusters Score -1098814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1098831.875000 Penalty: 893.491089
	Iteration 103Q: 3 clusters Score -1098832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1098843.125000 Penalty: 893.491089
	Iteration 104Q: 3 clusters Score -1098843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1098865.500000 Penalty: 893.491089
	Iteration 105Q: 3 clusters Score -1098866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1098881.500000 Penalty: 893.491089
	Iteration 106Q: 3 clusters Score -1098882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1098896.125000 Penalty: 893.491089
	Iteration 107Q: 3 clusters Score -1098896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1098909.875000 Penalty: 893.491089
	Iteration 108Q: 3 clusters Score -1098910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1098924.750000 Penalty: 893.491089
	Iteration 109Q: 3 clusters Score -1098925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1098939.500000 Penalty: 893.491089
	Iteration 110Q: 3 clusters Score -1098940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1098948.375000 Penalty: 893.491089
	Iteration 111Q: 3 clusters Score -1098948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1098959.125000 Penalty: 893.491089
	Iteration 112Q: 3 clusters Score -1098959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1098972.125000 Penalty: 893.491089
	Iteration 113Q: 3 clusters Score -1098972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1098984.875000 Penalty: 893.491089
	Iteration 114Q: 3 clusters Score -1098985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1098992.375000 Penalty: 893.491089
	Iteration 115Q: 3 clusters Score -1098992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1099005.750000 Penalty: 893.491089
	Iteration 116Q: 3 clusters Score -1099006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1099020.000000 Penalty: 893.491089
	Iteration 117Q: 3 clusters Score -1099020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1099028.875000 Penalty: 893.491089
	Iteration 118Q: 3 clusters Score -1099029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1099034.250000 Penalty: 893.491089
	Iteration 119Q: 3 clusters Score -1099034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1099034.250000 Penalty: 893.491089
	Iteration 120F: 3 clusters Score -1099034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1099038.625000 Penalty: 893.491089
	Iteration 121Q: 3 clusters Score -1099039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1099045.875000 Penalty: 893.491089
	Iteration 122Q: 3 clusters Score -1099046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1099051.625000 Penalty: 893.491089
	Iteration 123Q: 3 clusters Score -1099052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1099052.250000 Penalty: 893.491089
	Iteration 124Q: 3 clusters Score -1099052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1099052.625000 Penalty: 893.491089
	Iteration 125Q: 3 clusters Score -1099053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1099052.375000 Penalty: 893.491089
	Iteration 126Q: 3 clusters Score -1099052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1099054.500000 Penalty: 893.491089
	Iteration 127Q: 3 clusters Score -1099054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1099057.625000 Penalty: 893.491089
	Iteration 128Q: 3 clusters Score -1099058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1099059.875000 Penalty: 893.491089
	Iteration 129Q: 3 clusters Score -1099060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1099060.250000 Penalty: 893.491089
	Iteration 130Q: 3 clusters Score -1099060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1099061.000000 Penalty: 893.491089
	Iteration 131Q: 3 clusters Score -1099061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1099060.625000 Penalty: 893.491089
	Iteration 132Q: 3 clusters Score -1099061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1099061.750000 Penalty: 893.491089
	Iteration 133Q: 3 clusters Score -1099062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1099063.125000 Penalty: 893.491089
	Iteration 134Q: 3 clusters Score -1099063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1099063.125000 Penalty: 893.491089
	Iteration 135F: 3 clusters Score -1099063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -17348.134766 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -17348.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16970.369141 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -16970.37 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17152.041016 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -17152.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17230.375000 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -17230.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17349.080078 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -17349.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17439.197266 Penalty: 531.498352
	Iteration 4F: 3 clusters Score -17439.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17520.675781 Penalty: 531.498352
	Iteration 5F: 3 clusters Score -17520.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17571.058594 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -17571.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17606.705078 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -17606.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17634.457031 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -17634.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17654.830078 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -17654.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17664.771484 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -17664.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17672.857422 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -17672.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17677.228516 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -17677.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17677.228516 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -17677.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207992.000000 Penalty: 53495.402344
Splitting cluster 19 changes total score from -58207936.000000 to -58207992.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 20 (143111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Entering Unmasked Estep 
Score: -8581170.000000 Penalty: 540.147583
	Iteration 0F: 2 clusters Score -8581170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -8488910.000000 Penalty: 1080.295166
	Iteration 0F: 3 clusters Score -8488910 nChanged 70177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -8531016.000000 Penalty: 1080.295166
	Iteration 1F: 3 clusters Score -8531016 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -8532632.000000 Penalty: 1080.295166
	Iteration 2Q: 3 clusters Score -8532632 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -8535481.000000 Penalty: 1080.295166
	Iteration 3Q: 3 clusters Score -8535481 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -8540857.000000 Penalty: 1080.295166
	Iteration 4Q: 3 clusters Score -8540857 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -8549063.000000 Penalty: 1080.295166
	Iteration 5F: 3 clusters Score -8549063 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -8557160.000000 Penalty: 1080.295166
	Iteration 6F: 3 clusters Score -8557160 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -8563041.000000 Penalty: 1080.295166
	Iteration 7F: 3 clusters Score -8563041 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -8566272.000000 Penalty: 1080.295166
	Iteration 8Q: 3 clusters Score -8566272 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -8567791.000000 Penalty: 1080.295166
	Iteration 9Q: 3 clusters Score -8567791 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -8568483.000000 Penalty: 1080.295166
	Iteration 10Q: 3 clusters Score -8568483 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -8569077.000000 Penalty: 1080.295166
	Iteration 11Q: 3 clusters Score -8569077 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -8569454.000000 Penalty: 1080.295166
	Iteration 12Q: 3 clusters Score -8569454 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -8569831.000000 Penalty: 1080.295166
	Iteration 13Q: 3 clusters Score -8569831 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -8570112.000000 Penalty: 1080.295166
	Iteration 14Q: 3 clusters Score -8570112 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -8570442.000000 Penalty: 1080.295166
	Iteration 15Q: 3 clusters Score -8570442 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -8570836.000000 Penalty: 1080.295166
	Iteration 16Q: 3 clusters Score -8570836 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -8571103.000000 Penalty: 1080.295166
	Iteration 17Q: 3 clusters Score -8571103 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -8571381.000000 Penalty: 1080.295166
	Iteration 18Q: 3 clusters Score -8571381 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -8571590.000000 Penalty: 1080.295166
	Iteration 19Q: 3 clusters Score -8571590 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
Score: -8571783.000000 Penalty: 1080.295166
	Iteration 20F: 3 clusters Score -8571783 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -8571951.000000 Penalty: 1080.295166
	Iteration 21Q: 3 clusters Score -8571951 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -8572058.000000 Penalty: 1080.295166
	Iteration 22Q: 3 clusters Score -8572058 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -8572161.000000 Penalty: 1080.295166
	Iteration 23Q: 3 clusters Score -8572161 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -8572238.000000 Penalty: 1080.295166
	Iteration 24Q: 3 clusters Score -8572238 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -8572333.000000 Penalty: 1080.295166
	Iteration 25Q: 3 clusters Score -8572333 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 108387 members 
Entering Unmasked Estep 
Score: -8572394.000000 Penalty: 1080.295166
	Iteration 26Q: 3 clusters Score -8572394 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -8572434.000000 Penalty: 1080.295166
	Iteration 27Q: 3 clusters Score -8572434 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -8572448.000000 Penalty: 1080.295166
	Iteration 28Q: 3 clusters Score -8572448 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -8572482.000000 Penalty: 1080.295166
	Iteration 29Q: 3 clusters Score -8572482 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -8572505.000000 Penalty: 1080.295166
	Iteration 30Q: 3 clusters Score -8572505 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -8572487.000000 Penalty: 1080.295166
	Iteration 31Q: 3 clusters Score -8572487 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -8572543.000000 Penalty: 1080.295166
	Iteration 32Q: 3 clusters Score -8572543 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -8572543.000000 Penalty: 1080.295166
	Iteration 33Q: 3 clusters Score -8572543 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -8572572.000000 Penalty: 1080.295166
	Iteration 34Q: 3 clusters Score -8572572 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 108810 members 
Entering Unmasked Estep 
Score: -8572591.000000 Penalty: 1080.295166
	Iteration 35Q: 3 clusters Score -8572591 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -8572616.000000 Penalty: 1080.295166
	Iteration 36Q: 3 clusters Score -8572616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -8572609.000000 Penalty: 1080.295166
	Iteration 37Q: 3 clusters Score -8572609 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -8572609.000000 Penalty: 1080.295166
	Iteration 38Q: 3 clusters Score -8572609 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -8572580.000000 Penalty: 1080.295166
	Iteration 39Q: 3 clusters Score -8572580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -8572583.000000 Penalty: 1080.295166
	Iteration 40F: 3 clusters Score -8572583 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -8572601.000000 Penalty: 1080.295166
	Iteration 41Q: 3 clusters Score -8572601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -8572612.000000 Penalty: 1080.295166
	Iteration 42Q: 3 clusters Score -8572612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -8572614.000000 Penalty: 1080.295166
	Iteration 43Q: 3 clusters Score -8572614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -8572605.000000 Penalty: 1080.295166
	Iteration 44Q: 3 clusters Score -8572605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
Score: -8572591.000000 Penalty: 1080.295166
	Iteration 45Q: 3 clusters Score -8572591 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -8572590.000000 Penalty: 1080.295166
	Iteration 46Q: 3 clusters Score -8572590 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -8572601.000000 Penalty: 1080.295166
	Iteration 47Q: 3 clusters Score -8572601 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -8572565.000000 Penalty: 1080.295166
	Iteration 48Q: 3 clusters Score -8572565 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -8572564.000000 Penalty: 1080.295166
	Iteration 49Q: 3 clusters Score -8572564 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -8572568.000000 Penalty: 1080.295166
	Iteration 50Q: 3 clusters Score -8572568 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -8572602.000000 Penalty: 1080.295166
	Iteration 51Q: 3 clusters Score -8572602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -8572609.000000 Penalty: 1080.295166
	Iteration 52Q: 3 clusters Score -8572609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -8572603.000000 Penalty: 1080.295166
	Iteration 53Q: 3 clusters Score -8572603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -8572591.000000 Penalty: 1080.295166
	Iteration 54Q: 3 clusters Score -8572591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -8572593.000000 Penalty: 1080.295166
	Iteration 55Q: 3 clusters Score -8572593 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -8572577.000000 Penalty: 1080.295166
	Iteration 56Q: 3 clusters Score -8572577 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 106223 members 
Entering Unmasked Estep 
Score: -8572616.000000 Penalty: 1080.295166
	Iteration 57Q: 3 clusters Score -8572616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -8572619.000000 Penalty: 1080.295166
	Iteration 58Q: 3 clusters Score -8572619 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -8572622.000000 Penalty: 1080.295166
	Iteration 59Q: 3 clusters Score -8572622 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -8572632.000000 Penalty: 1080.295166
	Iteration 60F: 3 clusters Score -8572632 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -8572652.000000 Penalty: 1080.295166
	Iteration 61Q: 3 clusters Score -8572652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -8572664.000000 Penalty: 1080.295166
	Iteration 62Q: 3 clusters Score -8572664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -8572682.000000 Penalty: 1080.295166
	Iteration 63Q: 3 clusters Score -8572682 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -8572681.000000 Penalty: 1080.295166
	Iteration 64Q: 3 clusters Score -8572681 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -8572694.000000 Penalty: 1080.295166
	Iteration 65Q: 3 clusters Score -8572694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -8572662.000000 Penalty: 1080.295166
	Iteration 66Q: 3 clusters Score -8572662 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -8572636.000000 Penalty: 1080.295166
	Iteration 67Q: 3 clusters Score -8572636 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -8572642.000000 Penalty: 1080.295166
	Iteration 68Q: 3 clusters Score -8572642 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -8572641.000000 Penalty: 1080.295166
	Iteration 69Q: 3 clusters Score -8572641 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -8572633.000000 Penalty: 1080.295166
	Iteration 70Q: 3 clusters Score -8572633 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -8572627.000000 Penalty: 1080.295166
	Iteration 71Q: 3 clusters Score -8572627 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -8572629.000000 Penalty: 1080.295166
	Iteration 72Q: 3 clusters Score -8572629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -8572640.000000 Penalty: 1080.295166
	Iteration 73Q: 3 clusters Score -8572640 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -8572618.000000 Penalty: 1080.295166
	Iteration 74Q: 3 clusters Score -8572618 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -8572595.000000 Penalty: 1080.295166
	Iteration 75Q: 3 clusters Score -8572595 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -8572594.000000 Penalty: 1080.295166
	Iteration 76Q: 3 clusters Score -8572594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -8572603.000000 Penalty: 1080.295166
	Iteration 77Q: 3 clusters Score -8572603 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -8572587.000000 Penalty: 1080.295166
	Iteration 78Q: 3 clusters Score -8572587 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -8572595.000000 Penalty: 1080.295166
	Iteration 79Q: 3 clusters Score -8572595 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -8572609.000000 Penalty: 1080.295166
	Iteration 80F: 3 clusters Score -8572609 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -8572658.000000 Penalty: 1080.295166
	Iteration 81Q: 3 clusters Score -8572658 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -8572668.000000 Penalty: 1080.295166
	Iteration 82Q: 3 clusters Score -8572668 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -8572698.000000 Penalty: 1080.295166
	Iteration 83Q: 3 clusters Score -8572698 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
Score: -8572713.000000 Penalty: 1080.295166
	Iteration 84Q: 3 clusters Score -8572713 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -8572712.000000 Penalty: 1080.295166
	Iteration 85Q: 3 clusters Score -8572712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -8572709.000000 Penalty: 1080.295166
	Iteration 86Q: 3 clusters Score -8572709 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -8572685.000000 Penalty: 1080.295166
	Iteration 87Q: 3 clusters Score -8572685 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -8572690.000000 Penalty: 1080.295166
	Iteration 88Q: 3 clusters Score -8572690 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -8572707.000000 Penalty: 1080.295166
	Iteration 89Q: 3 clusters Score -8572707 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -8572735.000000 Penalty: 1080.295166
	Iteration 90Q: 3 clusters Score -8572735 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -8572802.000000 Penalty: 1080.295166
	Iteration 91Q: 3 clusters Score -8572802 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -8572798.000000 Penalty: 1080.295166
	Iteration 92Q: 3 clusters Score -8572798 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -8572822.000000 Penalty: 1080.295166
	Iteration 93Q: 3 clusters Score -8572822 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -8572796.000000 Penalty: 1080.295166
	Iteration 94Q: 3 clusters Score -8572796 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -8572790.000000 Penalty: 1080.295166
	Iteration 95Q: 3 clusters Score -8572790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -8572792.000000 Penalty: 1080.295166
	Iteration 96Q: 3 clusters Score -8572792 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -8572815.000000 Penalty: 1080.295166
	Iteration 97Q: 3 clusters Score -8572815 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -8572806.000000 Penalty: 1080.295166
	Iteration 98Q: 3 clusters Score -8572806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -8572802.000000 Penalty: 1080.295166
	Iteration 99Q: 3 clusters Score -8572802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -8572780.000000 Penalty: 1080.295166
	Iteration 100F: 3 clusters Score -8572780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -8572789.000000 Penalty: 1080.295166
	Iteration 101Q: 3 clusters Score -8572789 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -8572790.000000 Penalty: 1080.295166
	Iteration 102Q: 3 clusters Score -8572790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -8572807.000000 Penalty: 1080.295166
	Iteration 103Q: 3 clusters Score -8572807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -8572806.000000 Penalty: 1080.295166
	Iteration 104Q: 3 clusters Score -8572806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -8572822.000000 Penalty: 1080.295166
	Iteration 105Q: 3 clusters Score -8572822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -8572836.000000 Penalty: 1080.295166
	Iteration 106Q: 3 clusters Score -8572836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -8572838.000000 Penalty: 1080.295166
	Iteration 107Q: 3 clusters Score -8572838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -8572828.000000 Penalty: 1080.295166
	Iteration 108Q: 3 clusters Score -8572828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 96612 members 
Entering Unmasked Estep 
Score: -8572818.000000 Penalty: 1080.295166
	Iteration 109Q: 3 clusters Score -8572818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -8572809.000000 Penalty: 1080.295166
	Iteration 110Q: 3 clusters Score -8572809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -8572807.000000 Penalty: 1080.295166
	Iteration 111Q: 3 clusters Score -8572807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -8572802.000000 Penalty: 1080.295166
	Iteration 112Q: 3 clusters Score -8572802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -8572798.000000 Penalty: 1080.295166
	Iteration 113Q: 3 clusters Score -8572798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -8572808.000000 Penalty: 1080.295166
	Iteration 114Q: 3 clusters Score -8572808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -8572817.000000 Penalty: 1080.295166
	Iteration 115Q: 3 clusters Score -8572817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -8572813.000000 Penalty: 1080.295166
	Iteration 116Q: 3 clusters Score -8572813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -8572810.000000 Penalty: 1080.295166
	Iteration 117Q: 3 clusters Score -8572810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -8572810.000000 Penalty: 1080.295166
	Iteration 118Q: 3 clusters Score -8572810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -8572817.000000 Penalty: 1080.295166
	Iteration 119Q: 3 clusters Score -8572817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -8572818.000000 Penalty: 1080.295166
	Iteration 120F: 3 clusters Score -8572818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -8572810.000000 Penalty: 1080.295166
	Iteration 121Q: 3 clusters Score -8572810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -8572814.000000 Penalty: 1080.295166
	Iteration 122Q: 3 clusters Score -8572814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -8572807.000000 Penalty: 1080.295166
	Iteration 123Q: 3 clusters Score -8572807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -8572810.000000 Penalty: 1080.295166
	Iteration 124Q: 3 clusters Score -8572810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -8572808.000000 Penalty: 1080.295166
	Iteration 125Q: 3 clusters Score -8572808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -8572813.000000 Penalty: 1080.295166
	Iteration 126Q: 3 clusters Score -8572813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -8572809.000000 Penalty: 1080.295166
	Iteration 127Q: 3 clusters Score -8572809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -8572809.000000 Penalty: 1080.295166
	Iteration 128Q: 3 clusters Score -8572809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -8572809.000000 Penalty: 1080.295166
	Iteration 129F: 3 clusters Score -8572809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -60487.000000 Penalty: 317.210938
	Iteration 0F: 2 clusters Score -60487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59650.210938 Penalty: 634.421875
	Iteration 0F: 3 clusters Score -59650.21 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59908.347656 Penalty: 634.421875
	Iteration 1F: 3 clusters Score -59908.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -59945.062500 Penalty: 634.421875
	Iteration 2F: 3 clusters Score -59945.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59970.214844 Penalty: 634.421875
	Iteration 3Q: 3 clusters Score -59970.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -59993.800781 Penalty: 634.421875
	Iteration 4Q: 3 clusters Score -59993.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60015.175781 Penalty: 634.421875
	Iteration 5Q: 3 clusters Score -60015.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -60033.660156 Penalty: 634.421875
	Iteration 6Q: 3 clusters Score -60033.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -60053.437500 Penalty: 634.421875
	Iteration 7Q: 3 clusters Score -60053.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60076.550781 Penalty: 634.421875
	Iteration 8Q: 3 clusters Score -60076.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60095.148438 Penalty: 634.421875
	Iteration 9Q: 3 clusters Score -60095.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60108.566406 Penalty: 634.421875
	Iteration 10Q: 3 clusters Score -60108.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -60119.695312 Penalty: 634.421875
	Iteration 11Q: 3 clusters Score -60119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -60126.566406 Penalty: 634.421875
	Iteration 12Q: 3 clusters Score -60126.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -60138.722656 Penalty: 634.421875
	Iteration 13Q: 3 clusters Score -60138.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60150.855469 Penalty: 634.421875
	Iteration 14Q: 3 clusters Score -60150.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -60153.761719 Penalty: 634.421875
	Iteration 15Q: 3 clusters Score -60153.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60158.816406 Penalty: 634.421875
	Iteration 16Q: 3 clusters Score -60158.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -60162.031250 Penalty: 634.421875
	Iteration 17Q: 3 clusters Score -60162.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -60164.085938 Penalty: 634.421875
	Iteration 18Q: 3 clusters Score -60164.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -60165.191406 Penalty: 634.421875
	Iteration 19Q: 3 clusters Score -60165.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60165.570312 Penalty: 634.421875
	Iteration 20F: 3 clusters Score -60165.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83374.992188 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83374.99 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -83861.750000 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83861.75 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84020.031250 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -84020.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84136.726562 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -84136.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84242.570312 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84242.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -84340.015625 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84340.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -84417.546875 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84417.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -84453.593750 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84453.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -84480.960938 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84480.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -84496.289062 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84496.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -84501.898438 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -84504.156250 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84504.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84506.187500 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84506.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -84507.179688 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84507.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -84507.812500 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84507.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84509.500000 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -84509.781250 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84509.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -84509.781250 Penalty: 658.441345
	Iteration 17F: 3 clusters Score -84509.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 699 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207752.000000 Penalty: 54124.761719
Splitting cluster 22 changes total score from -58207936.000000 to -58207752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Entering Unmasked Estep 
Score: -6735869.500000 Penalty: 528.955139
	Iteration 0F: 2 clusters Score -6735870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -6662145.000000 Penalty: 1057.910278
	Iteration 0F: 3 clusters Score -6662145 nChanged 54731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -6694914.000000 Penalty: 1057.910278
	Iteration 1F: 3 clusters Score -6694914 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6696390.500000 Penalty: 1057.910278
	Iteration 2Q: 3 clusters Score -6696390 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -6698875.500000 Penalty: 1057.910278
	Iteration 3Q: 3 clusters Score -6698876 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6703078.500000 Penalty: 1057.910278
	Iteration 4F: 3 clusters Score -6703078 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6709338.500000 Penalty: 1057.910278
	Iteration 5F: 3 clusters Score -6709338 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -6715014.500000 Penalty: 1057.910278
	Iteration 6F: 3 clusters Score -6715014 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -6717511.500000 Penalty: 1057.910278
	Iteration 7Q: 3 clusters Score -6717512 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -6718126.500000 Penalty: 1057.910278
	Iteration 8Q: 3 clusters Score -6718126 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6718507.500000 Penalty: 1057.910278
	Iteration 9Q: 3 clusters Score -6718508 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -6718835.000000 Penalty: 1057.910278
	Iteration 10Q: 3 clusters Score -6718835 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -6719245.000000 Penalty: 1057.910278
	Iteration 11Q: 3 clusters Score -6719245 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -6719644.500000 Penalty: 1057.910278
	Iteration 12Q: 3 clusters Score -6719644 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -6720143.500000 Penalty: 1057.910278
	Iteration 13Q: 3 clusters Score -6720144 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -6720646.500000 Penalty: 1057.910278
	Iteration 14Q: 3 clusters Score -6720646 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6721199.000000 Penalty: 1057.910278
	Iteration 15Q: 3 clusters Score -6721199 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -6721826.000000 Penalty: 1057.910278
	Iteration 16Q: 3 clusters Score -6721826 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6722508.000000 Penalty: 1057.910278
	Iteration 17Q: 3 clusters Score -6722508 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -6723262.500000 Penalty: 1057.910278
	Iteration 18Q: 3 clusters Score -6723262 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6724104.000000 Penalty: 1057.910278
	Iteration 19Q: 3 clusters Score -6724104 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6724927.500000 Penalty: 1057.910278
	Iteration 20F: 3 clusters Score -6724928 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6725865.000000 Penalty: 1057.910278
	Iteration 21Q: 3 clusters Score -6725865 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6726832.500000 Penalty: 1057.910278
	Iteration 22Q: 3 clusters Score -6726832 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6727903.500000 Penalty: 1057.910278
	Iteration 23Q: 3 clusters Score -6727904 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -6729077.500000 Penalty: 1057.910278
	Iteration 24Q: 3 clusters Score -6729078 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -6730243.500000 Penalty: 1057.910278
	Iteration 25Q: 3 clusters Score -6730244 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6731235.500000 Penalty: 1057.910278
	Iteration 26Q: 3 clusters Score -6731236 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6732110.500000 Penalty: 1057.910278
	Iteration 27Q: 3 clusters Score -6732110 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -6732955.000000 Penalty: 1057.910278
	Iteration 28Q: 3 clusters Score -6732955 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6733646.000000 Penalty: 1057.910278
	Iteration 29Q: 3 clusters Score -6733646 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6734251.500000 Penalty: 1057.910278
	Iteration 30Q: 3 clusters Score -6734252 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6734702.000000 Penalty: 1057.910278
	Iteration 31Q: 3 clusters Score -6734702 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6735042.000000 Penalty: 1057.910278
	Iteration 32Q: 3 clusters Score -6735042 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6735290.500000 Penalty: 1057.910278
	Iteration 33Q: 3 clusters Score -6735290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6735486.000000 Penalty: 1057.910278
	Iteration 34Q: 3 clusters Score -6735486 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6735635.500000 Penalty: 1057.910278
	Iteration 35Q: 3 clusters Score -6735636 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6735685.000000 Penalty: 1057.910278
	Iteration 36Q: 3 clusters Score -6735685 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6735699.000000 Penalty: 1057.910278
	Iteration 37Q: 3 clusters Score -6735699 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6735716.500000 Penalty: 1057.910278
	Iteration 38Q: 3 clusters Score -6735716 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6735754.500000 Penalty: 1057.910278
	Iteration 39Q: 3 clusters Score -6735754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6735752.000000 Penalty: 1057.910278
	Iteration 40F: 3 clusters Score -6735752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6735741.000000 Penalty: 1057.910278
	Iteration 41Q: 3 clusters Score -6735741 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6735764.000000 Penalty: 1057.910278
	Iteration 42Q: 3 clusters Score -6735764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6735783.500000 Penalty: 1057.910278
	Iteration 43Q: 3 clusters Score -6735784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6735786.000000 Penalty: 1057.910278
	Iteration 44Q: 3 clusters Score -6735786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6735781.000000 Penalty: 1057.910278
	Iteration 45Q: 3 clusters Score -6735781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6735780.000000 Penalty: 1057.910278
	Iteration 46Q: 3 clusters Score -6735780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6735795.500000 Penalty: 1057.910278
	Iteration 47Q: 3 clusters Score -6735796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6735799.000000 Penalty: 1057.910278
	Iteration 48Q: 3 clusters Score -6735799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6735801.500000 Penalty: 1057.910278
	Iteration 49Q: 3 clusters Score -6735802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6735806.000000 Penalty: 1057.910278
	Iteration 50Q: 3 clusters Score -6735806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6735792.500000 Penalty: 1057.910278
	Iteration 51Q: 3 clusters Score -6735792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6735787.000000 Penalty: 1057.910278
	Iteration 52Q: 3 clusters Score -6735787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6735787.500000 Penalty: 1057.910278
	Iteration 53Q: 3 clusters Score -6735788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6735788.500000 Penalty: 1057.910278
	Iteration 54Q: 3 clusters Score -6735788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6735788.500000 Penalty: 1057.910278
	Iteration 55Q: 3 clusters Score -6735788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6735792.500000 Penalty: 1057.910278
	Iteration 56Q: 3 clusters Score -6735792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6735786.500000 Penalty: 1057.910278
	Iteration 57Q: 3 clusters Score -6735786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6735782.500000 Penalty: 1057.910278
	Iteration 58Q: 3 clusters Score -6735782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6735784.500000 Penalty: 1057.910278
	Iteration 59Q: 3 clusters Score -6735784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6735785.500000 Penalty: 1057.910278
	Iteration 60F: 3 clusters Score -6735786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6735788.000000 Penalty: 1057.910278
	Iteration 61Q: 3 clusters Score -6735788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6735781.000000 Penalty: 1057.910278
	Iteration 62Q: 3 clusters Score -6735781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6735781.000000 Penalty: 1057.910278
	Iteration 63Q: 3 clusters Score -6735781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6735787.000000 Penalty: 1057.910278
	Iteration 64Q: 3 clusters Score -6735787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6735791.500000 Penalty: 1057.910278
	Iteration 65Q: 3 clusters Score -6735792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6735788.000000 Penalty: 1057.910278
	Iteration 66Q: 3 clusters Score -6735788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6735788.000000 Penalty: 1057.910278
	Iteration 67F: 3 clusters Score -6735788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14659.930664 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14659.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14735.689453 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14735.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14767.222656 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14767.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14798.142578 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -14798.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14822.264648 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14822.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14846.463867 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14846.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14884.237305 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14884.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14926.289062 Penalty: 501.354340
	Iteration 7F: 3 clusters Score -14926.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14948.699219 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14953.417969 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14953.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14959.225586 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -14959.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14961.658203 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -14961.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14963.451172 Penalty: 501.354340
	Iteration 12Q: 3 clusters Score -14963.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14968.057617 Penalty: 501.354340
	Iteration 13Q: 3 clusters Score -14968.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14970.518555 Penalty: 501.354340
	Iteration 14Q: 3 clusters Score -14970.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14970.518555 Penalty: 501.354340
	Iteration 15F: 3 clusters Score -14970.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -81294.281250 Penalty: 327.721069
	Iteration 0F: 2 clusters Score -81294.28 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 674 members 
Entering Unmasked Estep 
Score: -80263.210938 Penalty: 655.442139
	Iteration 0F: 3 clusters Score -80263.21 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80552.375000 Penalty: 655.442139
	Iteration 1F: 3 clusters Score -80552.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80609.265625 Penalty: 655.442139
	Iteration 2F: 3 clusters Score -80609.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -80647.296875 Penalty: 655.442139
	Iteration 3Q: 3 clusters Score -80647.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -80680.117188 Penalty: 655.442139
	Iteration 4Q: 3 clusters Score -80680.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80704.046875 Penalty: 655.442139
	Iteration 5Q: 3 clusters Score -80704.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80720.726562 Penalty: 655.442139
	Iteration 6Q: 3 clusters Score -80720.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80737.539062 Penalty: 655.442139
	Iteration 7Q: 3 clusters Score -80737.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80753.890625 Penalty: 655.442139
	Iteration 8Q: 3 clusters Score -80753.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80767.835938 Penalty: 655.442139
	Iteration 9Q: 3 clusters Score -80767.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80777.679688 Penalty: 655.442139
	Iteration 10Q: 3 clusters Score -80777.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -80784.687500 Penalty: 655.442139
	Iteration 11Q: 3 clusters Score -80784.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80788.898438 Penalty: 655.442139
	Iteration 12Q: 3 clusters Score -80788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -80791.617188 Penalty: 655.442139
	Iteration 13Q: 3 clusters Score -80791.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80794.414062 Penalty: 655.442139
	Iteration 14Q: 3 clusters Score -80794.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80795.773438 Penalty: 655.442139
	Iteration 15Q: 3 clusters Score -80795.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -80796.671875 Penalty: 655.442139
	Iteration 16Q: 3 clusters Score -80796.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80798.796875 Penalty: 655.442139
	Iteration 17Q: 3 clusters Score -80798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80802.867188 Penalty: 655.442139
	Iteration 18Q: 3 clusters Score -80802.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -80804.718750 Penalty: 655.442139
	Iteration 19Q: 3 clusters Score -80804.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80806.648438 Penalty: 655.442139
	Iteration 20F: 3 clusters Score -80806.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80808.351562 Penalty: 655.442139
	Iteration 21Q: 3 clusters Score -80808.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -80809.453125 Penalty: 655.442139
	Iteration 22Q: 3 clusters Score -80809.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -80811.179688 Penalty: 655.442139
	Iteration 23Q: 3 clusters Score -80811.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -80812.546875 Penalty: 655.442139
	Iteration 24Q: 3 clusters Score -80812.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80813.140625 Penalty: 655.442139
	Iteration 25Q: 3 clusters Score -80813.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -80815.968750 Penalty: 655.442139
	Iteration 26Q: 3 clusters Score -80815.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80822.546875 Penalty: 655.442139
	Iteration 27Q: 3 clusters Score -80822.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -80827.414062 Penalty: 655.442139
	Iteration 28Q: 3 clusters Score -80827.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -80833.406250 Penalty: 655.442139
	Iteration 29Q: 3 clusters Score -80833.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80837.125000 Penalty: 655.442139
	Iteration 30Q: 3 clusters Score -80837.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80838.328125 Penalty: 655.442139
	Iteration 31Q: 3 clusters Score -80838.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80839.085938 Penalty: 655.442139
	Iteration 32Q: 3 clusters Score -80839.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -80839.500000 Penalty: 655.442139
	Iteration 33Q: 3 clusters Score -80839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80839.734375 Penalty: 655.442139
	Iteration 34Q: 3 clusters Score -80839.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80840.085938 Penalty: 655.442139
	Iteration 35Q: 3 clusters Score -80840.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80840.171875 Penalty: 655.442139
	Iteration 36Q: 3 clusters Score -80840.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80840.171875 Penalty: 655.442139
	Iteration 37F: 3 clusters Score -80840.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -23983.314453 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -23983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23563.746094 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -23563.75 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23697.224609 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -23697.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23751.908203 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -23751.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23781.722656 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -23781.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23798.708984 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -23798.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23814.099609 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -23814.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23849.308594 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -23849.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23877.570312 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -23877.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23917.734375 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -23917.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23932.507812 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -23932.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23948.583984 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -23948.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23991.896484 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -23991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24107.648438 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -24107.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24132.507812 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -24132.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24148.005859 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -24148.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24170.156250 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -24170.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24185.833984 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -24185.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24207.582031 Penalty: 546.802002
	Iteration 17Q: 3 clusters Score -24207.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24227.013672 Penalty: 546.802002
	Iteration 18Q: 3 clusters Score -24227.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24236.611328 Penalty: 546.802002
	Iteration 19Q: 3 clusters Score -24236.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24246.300781 Penalty: 546.802002
	Iteration 20F: 3 clusters Score -24246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24252.654297 Penalty: 546.802002
	Iteration 21Q: 3 clusters Score -24252.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24256.292969 Penalty: 546.802002
	Iteration 22Q: 3 clusters Score -24256.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24258.560547 Penalty: 546.802002
	Iteration 23Q: 3 clusters Score -24258.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24259.201172 Penalty: 546.802002
	Iteration 24Q: 3 clusters Score -24259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24259.201172 Penalty: 546.802002
	Iteration 25F: 3 clusters Score -24259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 193 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207916.000000 Penalty: 54124.761719
Splitting cluster 26 changes total score from -58207936.000000 to -58207916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13392.762695 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13392.76 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 132 members 
Entering Unmasked Estep 
Score: -13060.768555 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13060.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13185.462891 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13185.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13280.760742 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13280.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13314.037109 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13314.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13330.338867 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -13330.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13345.456055 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13345.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13356.654297 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13356.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13368.778320 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13368.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13382.565430 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13382.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13386.647461 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13386.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13387.668945 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13387.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13388.299805 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13388.299805 Penalty: 512.765869
	Iteration 12F: 3 clusters Score -13388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -339062.187500 Penalty: 393.661407
	Iteration 0F: 2 clusters Score -339062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -335176.218750 Penalty: 787.322815
	Iteration 0F: 3 clusters Score -335176.2 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -336674.031250 Penalty: 787.322815
	Iteration 1F: 3 clusters Score -336674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -336873.406250 Penalty: 787.322815
	Iteration 2F: 3 clusters Score -336873.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -337134.281250 Penalty: 787.322815
	Iteration 3F: 3 clusters Score -337134.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -337412.593750 Penalty: 787.322815
	Iteration 4F: 3 clusters Score -337412.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -337689.687500 Penalty: 787.322815
	Iteration 5F: 3 clusters Score -337689.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -337911.906250 Penalty: 787.322815
	Iteration 6Q: 3 clusters Score -337911.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -338090.531250 Penalty: 787.322815
	Iteration 7Q: 3 clusters Score -338090.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -338200.968750 Penalty: 787.322815
	Iteration 8Q: 3 clusters Score -338201 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -338274.062500 Penalty: 787.322815
	Iteration 9Q: 3 clusters Score -338274.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -338329.437500 Penalty: 787.322815
	Iteration 10Q: 3 clusters Score -338329.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -338366.906250 Penalty: 787.322815
	Iteration 11Q: 3 clusters Score -338366.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -338388.375000 Penalty: 787.322815
	Iteration 12Q: 3 clusters Score -338388.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -338411.218750 Penalty: 787.322815
	Iteration 13Q: 3 clusters Score -338411.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -338433.093750 Penalty: 787.322815
	Iteration 14Q: 3 clusters Score -338433.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -338459.000000 Penalty: 787.322815
	Iteration 15Q: 3 clusters Score -338459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -338485.531250 Penalty: 787.322815
	Iteration 16Q: 3 clusters Score -338485.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -338507.250000 Penalty: 787.322815
	Iteration 17Q: 3 clusters Score -338507.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -338518.875000 Penalty: 787.322815
	Iteration 18Q: 3 clusters Score -338518.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -338533.656250 Penalty: 787.322815
	Iteration 19Q: 3 clusters Score -338533.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -338549.875000 Penalty: 787.322815
	Iteration 20F: 3 clusters Score -338549.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -338567.281250 Penalty: 787.322815
	Iteration 21Q: 3 clusters Score -338567.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -338586.093750 Penalty: 787.322815
	Iteration 22Q: 3 clusters Score -338586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -338599.968750 Penalty: 787.322815
	Iteration 23Q: 3 clusters Score -338600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -338622.687500 Penalty: 787.322815
	Iteration 24Q: 3 clusters Score -338622.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -338654.250000 Penalty: 787.322815
	Iteration 25Q: 3 clusters Score -338654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -338670.750000 Penalty: 787.322815
	Iteration 26Q: 3 clusters Score -338670.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -338683.812500 Penalty: 787.322815
	Iteration 27Q: 3 clusters Score -338683.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -338692.593750 Penalty: 787.322815
	Iteration 28Q: 3 clusters Score -338692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -338695.125000 Penalty: 787.322815
	Iteration 29Q: 3 clusters Score -338695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -338696.781250 Penalty: 787.322815
	Iteration 30Q: 3 clusters Score -338696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -338697.812500 Penalty: 787.322815
	Iteration 31Q: 3 clusters Score -338697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -338698.000000 Penalty: 787.322815
	Iteration 32Q: 3 clusters Score -338698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -338698.093750 Penalty: 787.322815
	Iteration 33Q: 3 clusters Score -338698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -338698.031250 Penalty: 787.322815
	Iteration 34Q: 3 clusters Score -338698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -338699.937500 Penalty: 787.322815
	Iteration 35Q: 3 clusters Score -338699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -338701.437500 Penalty: 787.322815
	Iteration 36Q: 3 clusters Score -338701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -338701.031250 Penalty: 787.322815
	Iteration 37Q: 3 clusters Score -338701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -338702.312500 Penalty: 787.322815
	Iteration 38Q: 3 clusters Score -338702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -338703.125000 Penalty: 787.322815
	Iteration 39Q: 3 clusters Score -338703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -338704.375000 Penalty: 787.322815
	Iteration 40F: 3 clusters Score -338704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -338704.250000 Penalty: 787.322815
	Iteration 41Q: 3 clusters Score -338704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -338703.906250 Penalty: 787.322815
	Iteration 42Q: 3 clusters Score -338703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -338703.906250 Penalty: 787.322815
	Iteration 43F: 3 clusters Score -338703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126936 members 
Entering Unmasked Estep 
Score: -7475613.000000 Penalty: 534.690430
	Iteration 0F: 2 clusters Score -7475613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -7390368.000000 Penalty: 1069.380859
	Iteration 0F: 3 clusters Score -7390368 nChanged 62035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -7428024.000000 Penalty: 1069.380859
	Iteration 1F: 3 clusters Score -7428024 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7429968.000000 Penalty: 1069.380859
	Iteration 2Q: 3 clusters Score -7429968 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7432993.500000 Penalty: 1069.380859
	Iteration 3Q: 3 clusters Score -7432994 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -7438435.000000 Penalty: 1069.380859
	Iteration 4F: 3 clusters Score -7438435 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7445867.500000 Penalty: 1069.380859
	Iteration 5F: 3 clusters Score -7445868 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -7453219.000000 Penalty: 1069.380859
	Iteration 6F: 3 clusters Score -7453219 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -7457770.500000 Penalty: 1069.380859
	Iteration 7F: 3 clusters Score -7457770 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -7459877.500000 Penalty: 1069.380859
	Iteration 8Q: 3 clusters Score -7459878 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -7461301.500000 Penalty: 1069.380859
	Iteration 9Q: 3 clusters Score -7461302 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -7462695.000000 Penalty: 1069.380859
	Iteration 10Q: 3 clusters Score -7462695 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -7464109.000000 Penalty: 1069.380859
	Iteration 11Q: 3 clusters Score -7464109 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -7465656.500000 Penalty: 1069.380859
	Iteration 12Q: 3 clusters Score -7465656 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -7467172.000000 Penalty: 1069.380859
	Iteration 13Q: 3 clusters Score -7467172 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -7468577.000000 Penalty: 1069.380859
	Iteration 14Q: 3 clusters Score -7468577 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113136 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -7469842.000000 Penalty: 1069.380859
	Iteration 15Q: 3 clusters Score -7469842 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -7470944.500000 Penalty: 1069.380859
	Iteration 16Q: 3 clusters Score -7470944 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -7471926.000000 Penalty: 1069.380859
	Iteration 17Q: 3 clusters Score -7471926 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -7472692.000000 Penalty: 1069.380859
	Iteration 18Q: 3 clusters Score -7472692 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7473311.000000 Penalty: 1069.380859
	Iteration 19Q: 3 clusters Score -7473311 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7473833.500000 Penalty: 1069.380859
	Iteration 20F: 3 clusters Score -7473834 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -7474232.500000 Penalty: 1069.380859
	Iteration 21Q: 3 clusters Score -7474232 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7474578.500000 Penalty: 1069.380859
	Iteration 22Q: 3 clusters Score -7474578 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7474782.000000 Penalty: 1069.380859
	Iteration 23Q: 3 clusters Score -7474782 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7474916.500000 Penalty: 1069.380859
	Iteration 24Q: 3 clusters Score -7474916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124123 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7475021.000000 Penalty: 1069.380859
	Iteration 25Q: 3 clusters Score -7475021 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7475137.500000 Penalty: 1069.380859
	Iteration 26Q: 3 clusters Score -7475138 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7475224.000000 Penalty: 1069.380859
	Iteration 27Q: 3 clusters Score -7475224 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124989 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7475299.000000 Penalty: 1069.380859
	Iteration 28Q: 3 clusters Score -7475299 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7475357.000000 Penalty: 1069.380859
	Iteration 29Q: 3 clusters Score -7475357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125306 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7475377.000000 Penalty: 1069.380859
	Iteration 30Q: 3 clusters Score -7475377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125419 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7475400.000000 Penalty: 1069.380859
	Iteration 31Q: 3 clusters Score -7475400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7475406.000000 Penalty: 1069.380859
	Iteration 32Q: 3 clusters Score -7475406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125580 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7475395.000000 Penalty: 1069.380859
	Iteration 33Q: 3 clusters Score -7475395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7475393.000000 Penalty: 1069.380859
	Iteration 34Q: 3 clusters Score -7475393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7475410.500000 Penalty: 1069.380859
	Iteration 35Q: 3 clusters Score -7475410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7475415.500000 Penalty: 1069.380859
	Iteration 36Q: 3 clusters Score -7475416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125802 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7475432.500000 Penalty: 1069.380859
	Iteration 37Q: 3 clusters Score -7475432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7475440.500000 Penalty: 1069.380859
	Iteration 38Q: 3 clusters Score -7475440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7475445.500000 Penalty: 1069.380859
	Iteration 39Q: 3 clusters Score -7475446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7475455.000000 Penalty: 1069.380859
	Iteration 40F: 3 clusters Score -7475455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7475462.500000 Penalty: 1069.380859
	Iteration 41Q: 3 clusters Score -7475462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7475464.500000 Penalty: 1069.380859
	Iteration 42Q: 3 clusters Score -7475464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7475469.500000 Penalty: 1069.380859
	Iteration 43Q: 3 clusters Score -7475470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7475464.500000 Penalty: 1069.380859
	Iteration 44Q: 3 clusters Score -7475464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7475462.000000 Penalty: 1069.380859
	Iteration 45Q: 3 clusters Score -7475462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7475468.500000 Penalty: 1069.380859
	Iteration 46Q: 3 clusters Score -7475468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126015 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7475467.500000 Penalty: 1069.380859
	Iteration 47Q: 3 clusters Score -7475468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7475478.500000 Penalty: 1069.380859
	Iteration 48Q: 3 clusters Score -7475478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7475472.000000 Penalty: 1069.380859
	Iteration 49Q: 3 clusters Score -7475472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126055 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7475484.000000 Penalty: 1069.380859
	Iteration 50Q: 3 clusters Score -7475484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7475490.000000 Penalty: 1069.380859
	Iteration 51Q: 3 clusters Score -7475490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126067 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7475484.000000 Penalty: 1069.380859
	Iteration 52Q: 3 clusters Score -7475484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126074 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7475487.500000 Penalty: 1069.380859
	Iteration 53Q: 3 clusters Score -7475488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7475500.000000 Penalty: 1069.380859
	Iteration 54Q: 3 clusters Score -7475500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7475498.500000 Penalty: 1069.380859
	Iteration 55Q: 3 clusters Score -7475498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7475505.500000 Penalty: 1069.380859
	Iteration 56Q: 3 clusters Score -7475506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7475514.500000 Penalty: 1069.380859
	Iteration 57Q: 3 clusters Score -7475514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7475512.000000 Penalty: 1069.380859
	Iteration 58Q: 3 clusters Score -7475512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126119 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7475511.500000 Penalty: 1069.380859
	Iteration 59Q: 3 clusters Score -7475512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126122 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7475511.500000 Penalty: 1069.380859
	Iteration 60F: 3 clusters Score -7475512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7475509.500000 Penalty: 1069.380859
	Iteration 61Q: 3 clusters Score -7475510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7475508.500000 Penalty: 1069.380859
	Iteration 62Q: 3 clusters Score -7475508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7475508.500000 Penalty: 1069.380859
	Iteration 63F: 3 clusters Score -7475508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -23462.789062 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -23462.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23041.199219 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -23041.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23252.712891 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -23252.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23367.949219 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -23367.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23444.375000 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -23444.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23471.441406 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -23471.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23481.951172 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -23481.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23487.816406 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -23487.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23497.640625 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -23497.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23515.988281 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -23515.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23527.714844 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -23527.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23537.884766 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -23537.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23542.253906 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -23542.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23548.158203 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -23548.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23551.996094 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -23552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23555.541016 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -23555.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23558.433594 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -23558.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23558.433594 Penalty: 549.879639
	Iteration 16F: 3 clusters Score -23558.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 202 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 219 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207744.000000 Penalty: 54124.761719
Splitting cluster 30 changes total score from -58207936.000000 to -58207744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (120992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Entering Unmasked Estep 
Score: -7282839.000000 Penalty: 532.508301
	Iteration 0F: 2 clusters Score -7282839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7202352.000000 Penalty: 1065.016602
	Iteration 0F: 3 clusters Score -7202352 nChanged 59315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -7239925.000000 Penalty: 1065.016602
	Iteration 1F: 3 clusters Score -7239925 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7244039.000000 Penalty: 1065.016602
	Iteration 2F: 3 clusters Score -7244039 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -7250929.500000 Penalty: 1065.016602
	Iteration 3F: 3 clusters Score -7250930 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -7261050.500000 Penalty: 1065.016602
	Iteration 4F: 3 clusters Score -7261050 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -7271843.500000 Penalty: 1065.016602
	Iteration 5F: 3 clusters Score -7271844 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -7278787.000000 Penalty: 1065.016602
	Iteration 6F: 3 clusters Score -7278787 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119654 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7281515.000000 Penalty: 1065.016602
	Iteration 7Q: 3 clusters Score -7281515 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7282156.500000 Penalty: 1065.016602
	Iteration 8Q: 3 clusters Score -7282156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7282301.000000 Penalty: 1065.016602
	Iteration 9Q: 3 clusters Score -7282301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7282349.500000 Penalty: 1065.016602
	Iteration 10Q: 3 clusters Score -7282350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7282369.000000 Penalty: 1065.016602
	Iteration 11Q: 3 clusters Score -7282369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7282383.500000 Penalty: 1065.016602
	Iteration 12Q: 3 clusters Score -7282384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7282387.000000 Penalty: 1065.016602
	Iteration 13Q: 3 clusters Score -7282387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7282383.500000 Penalty: 1065.016602
	Iteration 14Q: 3 clusters Score -7282384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7282383.500000 Penalty: 1065.016602
	Iteration 15F: 3 clusters Score -7282384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -127829.250000 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -127829.2 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 1083 members 
Entering Unmasked Estep 
Score: -126316.156250 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -126316.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -127013.625000 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -127013.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -127177.507812 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -127177.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -127336.375000 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -127336.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -127476.414062 Penalty: 697.070374
	Iteration 4F: 3 clusters Score -127476.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -127560.335938 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -127560.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -127613.101562 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -127613.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -127656.046875 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -127656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127687.007812 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -127687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -127704.796875 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -127704.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -127713.835938 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -127713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -127719.265625 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -127719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -127721.218750 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -127721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -127722.445312 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -127722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -127724.070312 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -127724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -127725.148438 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -127725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -127725.734375 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -127725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -127725.765625 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -127725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -127726.242188 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -127726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -127726.289062 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -127726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -127726.289062 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -127726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34732.781250 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34732.78 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34863.437500 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34863.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34909.277344 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34909.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34931.953125 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34931.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34943.523438 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34943.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34949.710938 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34949.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34961.156250 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34961.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34971.378906 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34971.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34983.738281 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34983.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34993.316406 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34993.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35009.167969 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35009.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35022.765625 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35022.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35032.125000 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35032.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35039.312500 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35039.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35047.363281 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35047.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35056.785156 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35056.79 nChanged 7
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: -35061.984375 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -35061.98 nChanged 4
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: -35063.222656 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -35063.22 nChanged 1
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: -35063.382812 Penalty: 577.930603
	Iteration 18Q: 3 clusters Score -35063.38 nChanged 0
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: -35063.382812 Penalty: 577.930603
	Iteration 19F: 3 clusters Score -35063.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20002.423828 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20002.42 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 153 members 
Entering Unmasked Estep 
Score: -19624.970703 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19624.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19761.939453 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19761.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19801.308594 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19801.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19831.111328 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19831.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19859.048828 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19859.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19886.089844 Penalty: 522.904541
	Iteration 5F: 3 clusters Score -19886.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19901.183594 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19901.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19913.675781 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19913.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19919.078125 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19919.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19922.765625 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19922.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19924.925781 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19924.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19924.925781 Penalty: 522.904541
	Iteration 11F: 3 clusters Score -19924.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -10323.625977 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -10323.63 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: -9980.109375 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -9980.109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10096.859375 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -10096.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10140.603516 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -10140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10164.094727 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -10164.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10175.986328 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -10175.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10185.456055 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -10185.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10195.102539 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -10195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10198.918945 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -10198.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10200.418945 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -10200.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10200.778320 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -10200.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10200.778320 Penalty: 520.249512
	Iteration 10F: 3 clusters Score -10200.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3349.833252 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3349.833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3377.500244 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3387.688477 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3387.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3387.688477 Penalty: 381.258575
	Iteration 3F: 3 clusters Score -3387.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -41423.253906 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -41423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40800.179688 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -40800.18 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40968.242188 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -40968.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41010.535156 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -41010.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41029.343750 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -41029.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41041.441406 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -41041.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41060.839844 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -41060.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41076.871094 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -41076.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41089.171875 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -41089.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41101.183594 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -41101.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41110.890625 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -41110.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41116.867188 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -41116.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41118.773438 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -41118.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41119.671875 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -41119.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41120.875000 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -41120.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41121.320312 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -41121.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41121.320312 Penalty: 598.711853
	Iteration 15F: 3 clusters Score -41121.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10487.022461 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -10487.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10208.385742 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -10208.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10290.381836 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -10290.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10301.074219 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -10301.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10307.363281 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -10307.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10310.484375 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -10310.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10312.960938 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -10312.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10312.960938 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -10312.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14909.252930 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14909.25 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15034.566406 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15034.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15072.332031 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15072.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15083.617188 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15083.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15087.629883 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15087.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15090.959961 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15090.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15096.046875 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15096.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15097.461914 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15097.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15097.854492 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15097.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15097.854492 Penalty: 507.411377
	Iteration 9F: 3 clusters Score -15097.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11543.704102 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11543.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11655.501953 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11655.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11702.522461 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11702.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11737.150391 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11737.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11755.275391 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11755.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11762.652344 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11762.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11762.652344 Penalty: 488.303802
	Iteration 6F: 3 clusters Score -11762.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12441.113281 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12441.11 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 119 members 
Entering Unmasked Estep 
Score: -12112.166992 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12112.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12179.996094 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12224.831055 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12224.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12248.070312 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -12248.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12266.927734 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -12266.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12268.926758 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -12268.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12270.367188 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12270.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12273.235352 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -12273.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12275.401367 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -12275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12275.744141 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -12275.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12275.744141 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -12275.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5769.227539 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5769.228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5589.226074 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5589.226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5625.976074 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5625.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5637.982422 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -5637.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5651.142578 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5651.143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5657.138184 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5657.138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5662.402344 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -5662.402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5671.774414 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -5671.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5679.404785 Penalty: 426.073944
	Iteration 7Q: 3 clusters Score -5679.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5680.933105 Penalty: 426.073944
	Iteration 8Q: 3 clusters Score -5680.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5680.933105 Penalty: 426.073944
	Iteration 9F: 3 clusters Score -5680.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -296634.625000 Penalty: 386.613068
	Iteration 0F: 2 clusters Score -296634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -293377.906250 Penalty: 773.226135
	Iteration 0F: 3 clusters Score -293377.9 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -294522.687500 Penalty: 773.226135
	Iteration 1F: 3 clusters Score -294522.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -294622.343750 Penalty: 773.226135
	Iteration 2F: 3 clusters Score -294622.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -294704.031250 Penalty: 773.226135
	Iteration 3Q: 3 clusters Score -294704 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -294778.156250 Penalty: 773.226135
	Iteration 4Q: 3 clusters Score -294778.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -294837.812500 Penalty: 773.226135
	Iteration 5Q: 3 clusters Score -294837.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -294919.531250 Penalty: 773.226135
	Iteration 6Q: 3 clusters Score -294919.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -295028.468750 Penalty: 773.226135
	Iteration 7Q: 3 clusters Score -295028.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -295174.812500 Penalty: 773.226135
	Iteration 8Q: 3 clusters Score -295174.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -295375.375000 Penalty: 773.226135
	Iteration 9F: 3 clusters Score -295375.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -295602.031250 Penalty: 773.226135
	Iteration 10F: 3 clusters Score -295602 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -295855.906250 Penalty: 773.226135
	Iteration 11F: 3 clusters Score -295855.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -296056.750000 Penalty: 773.226135
	Iteration 12Q: 3 clusters Score -296056.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -296169.062500 Penalty: 773.226135
	Iteration 13Q: 3 clusters Score -296169.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -296243.718750 Penalty: 773.226135
	Iteration 14Q: 3 clusters Score -296243.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -296299.562500 Penalty: 773.226135
	Iteration 15Q: 3 clusters Score -296299.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -296341.562500 Penalty: 773.226135
	Iteration 16Q: 3 clusters Score -296341.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -296382.187500 Penalty: 773.226135
	Iteration 17Q: 3 clusters Score -296382.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -296411.562500 Penalty: 773.226135
	Iteration 18Q: 3 clusters Score -296411.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -296428.625000 Penalty: 773.226135
	Iteration 19Q: 3 clusters Score -296428.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -296448.437500 Penalty: 773.226135
	Iteration 20F: 3 clusters Score -296448.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -296461.187500 Penalty: 773.226135
	Iteration 21Q: 3 clusters Score -296461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -296466.000000 Penalty: 773.226135
	Iteration 22Q: 3 clusters Score -296466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -296468.312500 Penalty: 773.226135
	Iteration 23Q: 3 clusters Score -296468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -296471.406250 Penalty: 773.226135
	Iteration 24Q: 3 clusters Score -296471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -296472.375000 Penalty: 773.226135
	Iteration 25Q: 3 clusters Score -296472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -296473.625000 Penalty: 773.226135
	Iteration 26Q: 3 clusters Score -296473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -296473.875000 Penalty: 773.226135
	Iteration 27Q: 3 clusters Score -296473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -296474.281250 Penalty: 773.226135
	Iteration 28Q: 3 clusters Score -296474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -296475.718750 Penalty: 773.226135
	Iteration 29Q: 3 clusters Score -296475.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -296479.250000 Penalty: 773.226135
	Iteration 30Q: 3 clusters Score -296479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -296485.531250 Penalty: 773.226135
	Iteration 31Q: 3 clusters Score -296485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -296490.562500 Penalty: 773.226135
	Iteration 32Q: 3 clusters Score -296490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -296493.625000 Penalty: 773.226135
	Iteration 33Q: 3 clusters Score -296493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -296496.500000 Penalty: 773.226135
	Iteration 34Q: 3 clusters Score -296496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -296497.812500 Penalty: 773.226135
	Iteration 35Q: 3 clusters Score -296497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -296499.187500 Penalty: 773.226135
	Iteration 36Q: 3 clusters Score -296499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -296500.781250 Penalty: 773.226135
	Iteration 37Q: 3 clusters Score -296500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -296503.031250 Penalty: 773.226135
	Iteration 38Q: 3 clusters Score -296503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -296505.125000 Penalty: 773.226135
	Iteration 39Q: 3 clusters Score -296505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -296505.531250 Penalty: 773.226135
	Iteration 40F: 3 clusters Score -296505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -296505.531250 Penalty: 773.226135
	Iteration 41Q: 3 clusters Score -296505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -296505.031250 Penalty: 773.226135
	Iteration 42Q: 3 clusters Score -296505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -296505.031250 Penalty: 773.226135
	Iteration 43F: 3 clusters Score -296505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -16328.518555 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -16328.52 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 140 members 
Entering Unmasked Estep 
Score: -15995.342773 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15995.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16102.854492 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -16102.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16145.566406 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -16145.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16178.241211 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -16178.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16202.551758 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -16202.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16222.872070 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -16222.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16233.194336 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -16233.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16245.617188 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -16245.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16250.693359 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -16250.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16260.416992 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -16260.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16264.250977 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -16264.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16266.744141 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -16266.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16268.054688 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -16268.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16270.452148 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -16270.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16271.216797 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -16271.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16271.216797 Penalty: 509.792816
	Iteration 15F: 3 clusters Score -16271.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10078.362305 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10078.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10126.991211 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10126.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10139.351562 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10139.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10149.406250 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10149.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10167.609375 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10167.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10208.432617 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -10208.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10232.961914 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10232.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10241.342773 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10241.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10262.073242 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10262.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10274.850586 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10274.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10280.151367 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -10280.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10285.234375 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -10285.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10294.198242 Penalty: 470.514038
	Iteration 12Q: 3 clusters Score -10294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10299.784180 Penalty: 470.514038
	Iteration 13Q: 3 clusters Score -10299.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10299.784180 Penalty: 470.514038
	Iteration 14F: 3 clusters Score -10299.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (93172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Entering Unmasked Estep 
Score: -5664768.000000 Penalty: 520.620239
	Iteration 0F: 2 clusters Score -5664768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -5602032.000000 Penalty: 1041.240479
	Iteration 0F: 3 clusters Score -5602032 nChanged 45440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5629399.000000 Penalty: 1041.240479
	Iteration 1F: 3 clusters Score -5629399 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5630267.000000 Penalty: 1041.240479
	Iteration 2Q: 3 clusters Score -5630267 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5631449.000000 Penalty: 1041.240479
	Iteration 3Q: 3 clusters Score -5631449 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5633572.000000 Penalty: 1041.240479
	Iteration 4Q: 3 clusters Score -5633572 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5637280.500000 Penalty: 1041.240479
	Iteration 5F: 3 clusters Score -5637280 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -5643179.000000 Penalty: 1041.240479
	Iteration 6F: 3 clusters Score -5643179 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5650254.000000 Penalty: 1041.240479
	Iteration 7F: 3 clusters Score -5650254 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5656560.500000 Penalty: 1041.240479
	Iteration 8F: 3 clusters Score -5656560 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5660595.000000 Penalty: 1041.240479
	Iteration 9Q: 3 clusters Score -5660595 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5662695.500000 Penalty: 1041.240479
	Iteration 10Q: 3 clusters Score -5662696 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5663664.000000 Penalty: 1041.240479
	Iteration 11Q: 3 clusters Score -5663664 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5664010.500000 Penalty: 1041.240479
	Iteration 12Q: 3 clusters Score -5664010 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5664182.500000 Penalty: 1041.240479
	Iteration 13Q: 3 clusters Score -5664182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5664241.500000 Penalty: 1041.240479
	Iteration 14Q: 3 clusters Score -5664242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5664269.000000 Penalty: 1041.240479
	Iteration 15Q: 3 clusters Score -5664269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5664290.500000 Penalty: 1041.240479
	Iteration 16Q: 3 clusters Score -5664290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5664297.500000 Penalty: 1041.240479
	Iteration 17Q: 3 clusters Score -5664298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5664306.500000 Penalty: 1041.240479
	Iteration 18Q: 3 clusters Score -5664306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5664316.000000 Penalty: 1041.240479
	Iteration 19Q: 3 clusters Score -5664316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5664330.000000 Penalty: 1041.240479
	Iteration 20F: 3 clusters Score -5664330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5664333.500000 Penalty: 1041.240479
	Iteration 21Q: 3 clusters Score -5664334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5664334.500000 Penalty: 1041.240479
	Iteration 22Q: 3 clusters Score -5664334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5664334.500000 Penalty: 1041.240479
	Iteration 23Q: 3 clusters Score -5664334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5664336.500000 Penalty: 1041.240479
	Iteration 24Q: 3 clusters Score -5664336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5664335.500000 Penalty: 1041.240479
	Iteration 25Q: 3 clusters Score -5664336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5664341.500000 Penalty: 1041.240479
	Iteration 26Q: 3 clusters Score -5664342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5664348.500000 Penalty: 1041.240479
	Iteration 27Q: 3 clusters Score -5664348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5664351.500000 Penalty: 1041.240479
	Iteration 28Q: 3 clusters Score -5664352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5664351.500000 Penalty: 1041.240479
	Iteration 29Q: 3 clusters Score -5664352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5664351.500000 Penalty: 1041.240479
	Iteration 30Q: 3 clusters Score -5664352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5664359.500000 Penalty: 1041.240479
	Iteration 31Q: 3 clusters Score -5664360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5664364.000000 Penalty: 1041.240479
	Iteration 32Q: 3 clusters Score -5664364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5664363.500000 Penalty: 1041.240479
	Iteration 33Q: 3 clusters Score -5664364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5664367.500000 Penalty: 1041.240479
	Iteration 34Q: 3 clusters Score -5664368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5664370.500000 Penalty: 1041.240479
	Iteration 35Q: 3 clusters Score -5664370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5664372.500000 Penalty: 1041.240479
	Iteration 36Q: 3 clusters Score -5664372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5664374.000000 Penalty: 1041.240479
	Iteration 37Q: 3 clusters Score -5664374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5664374.500000 Penalty: 1041.240479
	Iteration 38Q: 3 clusters Score -5664374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5664374.500000 Penalty: 1041.240479
	Iteration 39F: 3 clusters Score -5664374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2899.162842 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2899.163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2982.007080 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2982.007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3010.201660 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -3010.202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3027.146973 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -3027.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3033.051025 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -3033.051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3041.089844 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3041.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3043.807617 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3043.808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3046.749756 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -3046.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3063.115479 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -3063.115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3067.495117 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -3067.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3070.615723 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -3070.616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3074.456055 Penalty: 472.052094
	Iteration 11Q: 3 clusters Score -3074.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3074.456055 Penalty: 472.052094
	Iteration 12F: 3 clusters Score -3074.456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -15165.995117 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -15166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14816.223633 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14816.22 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14925.083008 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14925.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14981.071289 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14981.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15019.253906 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -15019.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15048.358398 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -15048.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15075.363281 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -15075.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15082.380859 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -15082.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15088.226562 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -15088.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15090.095703 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -15090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15090.254883 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -15090.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15090.254883 Penalty: 525.201111
	Iteration 10F: 3 clusters Score -15090.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -12652.800781 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -12652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12371.349609 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -12371.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12456.522461 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -12456.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12493.160156 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -12493.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12510.385742 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -12510.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12515.045898 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -12515.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12521.058594 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -12521.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12524.208008 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -12524.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12526.687500 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -12526.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12527.639648 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -12527.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12528.238281 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -12528.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12528.238281 Penalty: 487.449371
	Iteration 10F: 3 clusters Score -12528.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11376.316406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11376.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11446.613281 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11446.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11473.585938 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11473.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11488.699219 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11497.943359 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11497.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11498.595703 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11498.595703 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -11498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -18205.232422 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -18205.23 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 162 members 
Entering Unmasked Estep 
Score: -17871.291016 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17871.29 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17969.066406 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17969.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18007.171875 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -18007.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18034.609375 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -18034.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18052.371094 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -18052.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18070.783203 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -18070.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18074.613281 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -18074.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18077.931641 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -18077.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18081.921875 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -18081.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18086.330078 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -18086.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18086.394531 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -18086.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18086.394531 Penalty: 526.047668
	Iteration 11F: 3 clusters Score -18086.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Entering Unmasked Estep 
Score: -2116816.250000 Penalty: 476.285217
	Iteration 0F: 2 clusters Score -2116816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2093108.625000 Penalty: 952.570435
	Iteration 0F: 3 clusters Score -2093109 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2103858.000000 Penalty: 952.570435
	Iteration 1F: 3 clusters Score -2103858 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2104833.250000 Penalty: 952.570435
	Iteration 2F: 3 clusters Score -2104833 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2106346.500000 Penalty: 952.570435
	Iteration 3F: 3 clusters Score -2106346 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2108373.750000 Penalty: 952.570435
	Iteration 4F: 3 clusters Score -2108374 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2110590.500000 Penalty: 952.570435
	Iteration 5F: 3 clusters Score -2110590 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -2112358.500000 Penalty: 952.570435
	Iteration 6F: 3 clusters Score -2112358 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2113556.500000 Penalty: 952.570435
	Iteration 7Q: 3 clusters Score -2113556 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -2114334.750000 Penalty: 952.570435
	Iteration 8Q: 3 clusters Score -2114335 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -2114909.250000 Penalty: 952.570435
	Iteration 9Q: 3 clusters Score -2114909 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -2115343.250000 Penalty: 952.570435
	Iteration 10Q: 3 clusters Score -2115343 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2115676.500000 Penalty: 952.570435
	Iteration 11Q: 3 clusters Score -2115676 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -2115945.000000 Penalty: 952.570435
	Iteration 12Q: 3 clusters Score -2115945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -2116142.750000 Penalty: 952.570435
	Iteration 13Q: 3 clusters Score -2116143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -2116244.750000 Penalty: 952.570435
	Iteration 14Q: 3 clusters Score -2116245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -2116299.500000 Penalty: 952.570435
	Iteration 15Q: 3 clusters Score -2116300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -2116328.000000 Penalty: 952.570435
	Iteration 16Q: 3 clusters Score -2116328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -2116349.750000 Penalty: 952.570435
	Iteration 17Q: 3 clusters Score -2116350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -2116363.750000 Penalty: 952.570435
	Iteration 18Q: 3 clusters Score -2116364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -2116372.250000 Penalty: 952.570435
	Iteration 19Q: 3 clusters Score -2116372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -2116377.500000 Penalty: 952.570435
	Iteration 20F: 3 clusters Score -2116378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -2116379.250000 Penalty: 952.570435
	Iteration 21Q: 3 clusters Score -2116379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -2116384.250000 Penalty: 952.570435
	Iteration 22Q: 3 clusters Score -2116384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -2116383.750000 Penalty: 952.570435
	Iteration 23Q: 3 clusters Score -2116384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -2116385.250000 Penalty: 952.570435
	Iteration 24Q: 3 clusters Score -2116385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -2116385.250000 Penalty: 952.570435
	Iteration 25F: 3 clusters Score -2116385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -66840.460938 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -66840.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65971.343750 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -65971.34 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66322.421875 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -66322.42 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66388.523438 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -66388.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -66436.507812 Penalty: 638.020447
	Iteration 3F: 3 clusters Score -66436.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66478.593750 Penalty: 638.020447
	Iteration 4Q: 3 clusters Score -66478.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66530.179688 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -66530.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -66570.859375 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -66570.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66610.179688 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -66610.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -66633.835938 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -66633.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66644.531250 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -66644.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -66650.734375 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -66650.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66653.000000 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -66653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66657.695312 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -66657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66659.617188 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -66659.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -66660.296875 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -66660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66662.125000 Penalty: 638.020447
	Iteration 15Q: 3 clusters Score -66662.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -66662.726562 Penalty: 638.020447
	Iteration 16Q: 3 clusters Score -66662.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66664.187500 Penalty: 638.020447
	Iteration 17Q: 3 clusters Score -66664.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66666.210938 Penalty: 638.020447
	Iteration 18Q: 3 clusters Score -66666.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -66667.421875 Penalty: 638.020447
	Iteration 19Q: 3 clusters Score -66667.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66669.140625 Penalty: 638.020447
	Iteration 20F: 3 clusters Score -66669.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -66672.406250 Penalty: 638.020447
	Iteration 21Q: 3 clusters Score -66672.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66675.679688 Penalty: 638.020447
	Iteration 22Q: 3 clusters Score -66675.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66677.296875 Penalty: 638.020447
	Iteration 23Q: 3 clusters Score -66677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66677.953125 Penalty: 638.020447
	Iteration 24Q: 3 clusters Score -66677.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66677.953125 Penalty: 638.020447
	Iteration 25F: 3 clusters Score -66677.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24448.269531 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24448.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24543.949219 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24543.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24567.585938 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24567.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24579.548828 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24579.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24592.849609 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24592.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24600.710938 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24600.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24602.347656 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24602.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24604.457031 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24604.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24608.992188 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24608.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24612.494141 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24612.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24616.619141 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24616.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24618.968750 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24618.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24621.730469 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24621.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24625.810547 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24625.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24627.580078 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24627.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24629.105469 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24629.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24629.888672 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -24629.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24629.888672 Penalty: 542.919373
	Iteration 17F: 3 clusters Score -24629.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30332.177734 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30332.18 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 247 members 
Entering Unmasked Estep 
Score: -29841.691406 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -29841.69 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29992.939453 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -29992.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30046.578125 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30046.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30086.300781 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -30086.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30105.353516 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -30105.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30120.343750 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30120.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30142.505859 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30142.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30156.380859 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30156.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30167.718750 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30167.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30178.363281 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30178.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30185.908203 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30185.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30190.417969 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30190.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30194.656250 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -30194.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30196.890625 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -30196.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30199.269531 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -30199.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30199.386719 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -30199.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30199.386719 Penalty: 566.614868
	Iteration 16F: 3 clusters Score -30199.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3688.283447 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3688.283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3753.721436 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3753.721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3778.417236 Penalty: 435.661743
	Iteration 2F: 3 clusters Score -3778.417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3783.416016 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3783.416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3795.499023 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3795.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3803.589844 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -3803.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3803.589844 Penalty: 435.661743
	Iteration 6F: 3 clusters Score -3803.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -31256.511719 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -31256.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30775.207031 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -30775.21 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30949.134766 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -30949.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31017.056641 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -31017.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31048.855469 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -31048.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31061.166016 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -31061.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31074.476562 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -31074.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31090.408203 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -31090.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31098.287109 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -31098.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31103.173828 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -31103.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31105.294922 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -31105.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31106.203125 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -31106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31106.203125 Penalty: 564.430725
	Iteration 11F: 3 clusters Score -31106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -38930.984375 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -38930.98 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 317 members 
Entering Unmasked Estep 
Score: -38321.656250 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -38321.66 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38588.933594 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -38588.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38689.964844 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -38689.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38737.750000 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -38737.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38781.156250 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -38781.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38812.550781 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -38812.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38821.597656 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -38821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38825.925781 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -38825.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38828.085938 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -38828.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38830.253906 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -38830.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38830.253906 Penalty: 591.343628
	Iteration 10F: 3 clusters Score -38830.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -10430.062500 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -10430.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10170.205078 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -10170.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10229.548828 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -10229.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10256.173828 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -10256.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10261.376953 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -10261.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10267.271484 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -10267.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10267.271484 Penalty: 472.052094
	Iteration 5F: 3 clusters Score -10267.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3667.709717 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3667.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3510.135498 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3510.135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3555.501953 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3555.502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3587.191895 Penalty: 383.975189
	Iteration 2F: 3 clusters Score -3587.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3601.223877 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3601.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3601.223877 Penalty: 383.975189
	Iteration 4F: 3 clusters Score -3601.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9366.916992 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9366.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9122.221680 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -9122.222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9173.848633 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -9173.849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9189.568359 Penalty: 458.951691
	Iteration 2Q: 3 clusters Score -9189.568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9197.446289 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9197.446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9207.949219 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9207.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9208.789062 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -9208.789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9210.020508 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -9210.021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9210.020508 Penalty: 458.951691
	Iteration 7F: 3 clusters Score -9210.021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3345.509277 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3345.509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3368.708496 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3368.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3387.443115 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3387.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3392.869873 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -3392.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3395.885986 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -3395.886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3395.885986 Penalty: 378.458374
	Iteration 5F: 3 clusters Score -3395.886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -17039.371094 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -17039.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16709.728516 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -16709.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16818.574219 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -16818.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16880.632812 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -16880.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16916.257812 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -16916.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16939.037109 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -16939.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16948.998047 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -16949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16952.501953 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -16952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16953.472656 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -16953.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16953.837891 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -16953.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16953.837891 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -16953.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13238.069336 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13238.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13356.868164 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13356.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13419.047852 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13419.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13443.796875 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -13443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13472.782227 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13472.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13507.183594 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13507.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13519.333984 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -13519.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13526.729492 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -13526.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13531.568359 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -13531.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13531.568359 Penalty: 499.868591
	Iteration 9F: 3 clusters Score -13531.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9423.673828 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9423.674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9164.207031 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9164.207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9233.364258 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9233.364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9249.609375 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9249.609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9266.908203 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9266.908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9279.846680 Penalty: 476.998962
	Iteration 4F: 3 clusters Score -9279.847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9282.979492 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9282.979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9292.375977 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9292.376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9301.101562 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9301.102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9305.343750 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -9305.344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9317.997070 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -9317.997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9320.464844 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -9320.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9322.791992 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -9322.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9335.011719 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -9335.012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9338.064453 Penalty: 476.998962
	Iteration 13Q: 3 clusters Score -9338.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9338.064453 Penalty: 476.998962
	Iteration 14F: 3 clusters Score -9338.064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5244.903809 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5244.904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5267.040039 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5267.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5292.208984 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -5292.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5292.775391 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5292.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5296.006348 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5296.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5296.006348 Penalty: 414.402802
	Iteration 5F: 3 clusters Score -5296.006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (63919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Entering Unmasked Estep 
Score: -3852107.500000 Penalty: 503.474396
	Iteration 0F: 2 clusters Score -3852108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3808979.000000 Penalty: 1006.948792
	Iteration 0F: 3 clusters Score -3808979 nChanged 31058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -3829069.500000 Penalty: 1006.948792
	Iteration 1F: 3 clusters Score -3829070 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -3830636.000000 Penalty: 1006.948792
	Iteration 2F: 3 clusters Score -3830636 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -3832955.500000 Penalty: 1006.948792
	Iteration 3F: 3 clusters Score -3832956 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -3836062.750000 Penalty: 1006.948792
	Iteration 4F: 3 clusters Score -3836063 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -3839958.000000 Penalty: 1006.948792
	Iteration 5F: 3 clusters Score -3839958 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -3844270.250000 Penalty: 1006.948792
	Iteration 6F: 3 clusters Score -3844270 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -3848008.000000 Penalty: 1006.948792
	Iteration 7F: 3 clusters Score -3848008 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -3850316.500000 Penalty: 1006.948792
	Iteration 8Q: 3 clusters Score -3850316 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -3851233.500000 Penalty: 1006.948792
	Iteration 9Q: 3 clusters Score -3851234 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -3851564.000000 Penalty: 1006.948792
	Iteration 10Q: 3 clusters Score -3851564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -3851675.000000 Penalty: 1006.948792
	Iteration 11Q: 3 clusters Score -3851675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -3851712.750000 Penalty: 1006.948792
	Iteration 12Q: 3 clusters Score -3851713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -3851746.750000 Penalty: 1006.948792
	Iteration 13Q: 3 clusters Score -3851747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -3851755.250000 Penalty: 1006.948792
	Iteration 14Q: 3 clusters Score -3851755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -3851767.250000 Penalty: 1006.948792
	Iteration 15Q: 3 clusters Score -3851767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -3851781.750000 Penalty: 1006.948792
	Iteration 16Q: 3 clusters Score -3851782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -3851786.500000 Penalty: 1006.948792
	Iteration 17Q: 3 clusters Score -3851786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -3851789.000000 Penalty: 1006.948792
	Iteration 18Q: 3 clusters Score -3851789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -3851786.500000 Penalty: 1006.948792
	Iteration 19Q: 3 clusters Score -3851786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -3851786.500000 Penalty: 1006.948792
	Iteration 20F: 3 clusters Score -3851786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -25909.361328 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -25909.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25442.785156 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -25442.79 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25601.234375 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -25601.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25693.242188 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -25693.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25749.197266 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -25749.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25761.025391 Penalty: 556.143555
	Iteration 4Q: 3 clusters Score -25761.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25767.392578 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -25767.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25775.736328 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -25775.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25782.021484 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -25782.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25786.496094 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -25786.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25795.060547 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -25795.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25801.521484 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -25801.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25808.011719 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -25808.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25809.919922 Penalty: 556.143555
	Iteration 12Q: 3 clusters Score -25809.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25814.414062 Penalty: 556.143555
	Iteration 13Q: 3 clusters Score -25814.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25819.390625 Penalty: 556.143555
	Iteration 14Q: 3 clusters Score -25819.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25820.669922 Penalty: 556.143555
	Iteration 15Q: 3 clusters Score -25820.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25820.669922 Penalty: 556.143555
	Iteration 16F: 3 clusters Score -25820.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21104.333984 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21104.33 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21219.470703 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21219.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21254.078125 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21254.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21281.386719 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -21281.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21298.980469 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -21298.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21311.416016 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21311.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21315.929688 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21315.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21324.689453 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21324.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21330.812500 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21330.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21334.988281 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21334.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21341.490234 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21341.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21357.791016 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21357.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21376.847656 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21376.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21382.478516 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21382.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21387.416016 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21387.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21388.853516 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21388.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21390.285156 Penalty: 536.640991
	Iteration 16Q: 3 clusters Score -21390.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21390.285156 Penalty: 536.640991
	Iteration 17F: 3 clusters Score -21390.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7244.615723 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7244.616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6989.395996 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6989.396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7113.419434 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7113.419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7141.575195 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7141.575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7150.002930 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -7150.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7151.287598 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7151.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7151.287598 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -7151.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16222.197266 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16222.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16319.414062 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16319.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16352.537109 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16352.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16401.816406 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16401.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16469.158203 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16469.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16498.191406 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16498.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16507.285156 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16507.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16517.281250 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16517.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16521.873047 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16521.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16524.009766 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16524.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16525.396484 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16525.712891 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -16525.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16526.253906 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -16526.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16526.253906 Penalty: 510.127991
	Iteration 13F: 3 clusters Score -16526.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6002.471680 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6002.472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5833.597656 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5833.598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5921.793945 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5921.794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5952.377930 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5952.378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5964.279785 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5964.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5966.498535 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5966.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5966.796875 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -5966.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5968.505859 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5968.506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5973.185547 Penalty: 429.383392
	Iteration 7Q: 3 clusters Score -5973.186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5979.928223 Penalty: 429.383392
	Iteration 8Q: 3 clusters Score -5979.928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5991.259766 Penalty: 429.383392
	Iteration 9Q: 3 clusters Score -5991.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6033.279297 Penalty: 429.383392
	Iteration 10Q: 3 clusters Score -6033.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6035.141602 Penalty: 429.383392
	Iteration 11Q: 3 clusters Score -6035.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6037.460449 Penalty: 429.383392
	Iteration 12Q: 3 clusters Score -6037.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6037.460449 Penalty: 429.383392
	Iteration 13F: 3 clusters Score -6037.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 73 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 39 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207580.000000 Penalty: 54124.761719
Splitting cluster 73 changes total score from -58207936.000000 to -58207580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45005.003906 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45005 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45200.609375 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45200.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -45247.394531 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45247.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45282.449219 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -45282.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45303.500000 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -45325.722656 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45325.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45344.476562 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45344.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45367.652344 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45367.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45381.976562 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45381.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45410.195312 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45434.941406 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45434.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45449.617188 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45449.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45459.113281 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45459.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -45467.773438 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45467.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45471.058594 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45471.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45473.792969 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45473.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45479.089844 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -45479.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45482.562500 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -45482.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45489.050781 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -45489.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45499.046875 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -45499.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45507.953125 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -45507.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -45516.964844 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -45516.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45525.132812 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -45525.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -45538.855469 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -45538.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -45553.332031 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -45553.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -45562.003906 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -45562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45575.222656 Penalty: 598.077759
	Iteration 26Q: 3 clusters Score -45575.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -45577.867188 Penalty: 598.077759
	Iteration 27Q: 3 clusters Score -45577.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -45578.593750 Penalty: 598.077759
	Iteration 28Q: 3 clusters Score -45578.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -45579.292969 Penalty: 598.077759
	Iteration 29Q: 3 clusters Score -45579.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -45579.292969 Penalty: 598.077759
	Iteration 30F: 3 clusters Score -45579.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -3816.864990 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -3816.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3611.012939 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -3611.013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3648.753662 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -3648.754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3661.772705 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -3661.773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3690.575928 Penalty: 426.912689
	Iteration 3F: 3 clusters Score -3690.576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3710.585205 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -3710.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3716.269531 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -3716.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3716.269531 Penalty: 426.912689
	Iteration 6F: 3 clusters Score -3716.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13550.914062 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13550.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13259.135742 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13259.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13367.615234 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13367.62 nChanged 26
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: -13412.079102 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13412.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13439.759766 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -13439.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13457.145508 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13457.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13484.512695 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13484.51 nChanged 10
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: -13512.138672 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13512.14 nChanged 6
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: -13528.525391 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13528.53 nChanged 2
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: -13530.733398 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -13530.73 nChanged 0
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: -13530.733398 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -13530.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -42858.027344 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -42858.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42254.097656 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -42254.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42456.261719 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -42456.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42503.035156 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -42503.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42545.710938 Penalty: 596.278198
	Iteration 3F: 3 clusters Score -42545.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42583.828125 Penalty: 596.278198
	Iteration 4Q: 3 clusters Score -42583.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42622.484375 Penalty: 596.278198
	Iteration 5F: 3 clusters Score -42622.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42674.109375 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -42674.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42709.828125 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -42709.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42723.468750 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -42723.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42738.042969 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -42738.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42748.984375 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -42748.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42752.734375 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -42752.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42757.375000 Penalty: 596.278198
	Iteration 12Q: 3 clusters Score -42757.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42763.410156 Penalty: 596.278198
	Iteration 13Q: 3 clusters Score -42763.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42768.042969 Penalty: 596.278198
	Iteration 14Q: 3 clusters Score -42768.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42772.906250 Penalty: 596.278198
	Iteration 15Q: 3 clusters Score -42772.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42776.640625 Penalty: 596.278198
	Iteration 16Q: 3 clusters Score -42776.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42779.128906 Penalty: 596.278198
	Iteration 17Q: 3 clusters Score -42779.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42780.515625 Penalty: 596.278198
	Iteration 18Q: 3 clusters Score -42780.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42780.789062 Penalty: 596.278198
	Iteration 19Q: 3 clusters Score -42780.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42781.093750 Penalty: 596.278198
	Iteration 20F: 3 clusters Score -42781.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9767.568359 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9767.568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9842.466797 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9842.467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9890.394531 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -9890.395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9910.650391 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9910.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9935.171875 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9935.172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9948.241211 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -9948.241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9956.374023 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -9956.374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9972.225586 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -9972.226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9975.025391 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -9975.025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9980.121094 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -9980.121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9987.074219 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -9987.074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9987.074219 Penalty: 462.407776
	Iteration 11F: 3 clusters Score -9987.074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7883.999023 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7883.999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7675.360840 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7675.361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7776.734863 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7776.735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7869.833496 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7869.833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7891.386719 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7891.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7893.777832 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7893.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7893.777832 Penalty: 455.967834
	Iteration 5F: 3 clusters Score -7893.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 53 contains 177 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 53 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 97 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58207580.000000 Penalty: 54124.761719
Splitting cluster 79 changes total score from -58207936.000000 to -58207580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7257.658691 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7257.659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7313.551270 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7313.551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7328.288086 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -7328.288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7349.913086 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -7349.913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7358.007324 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7358.007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7358.007324 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7358.007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6838.372559 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6838.373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6612.263184 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6612.263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6736.375977 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6736.376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6745.990234 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6745.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6768.220703 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6768.221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6789.833984 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6789.834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6806.616211 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6806.616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6808.640137 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6808.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6811.629395 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -6811.629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6811.629395 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -6811.629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8579.620117 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8579.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8684.083984 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8684.084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8711.498047 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8711.498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8724.454102 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8724.454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8737.425781 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8737.426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8746.437500 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8746.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8746.437500 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -8746.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10857.882812 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10857.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10598.071289 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10598.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10688.670898 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10688.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10722.444336 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10722.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10749.266602 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10749.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10755.599609 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10761.023438 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10761.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10763.094727 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10763.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10763.094727 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -10763.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -33990.566406 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -33990.57 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 309 members 
Entering Unmasked Estep 
Score: -33456.285156 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -33456.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33625.195312 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -33625.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33702.011719 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -33702.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33750.046875 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -33750.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33807.125000 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -33807.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33833.835938 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -33833.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33845.902344 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -33845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33853.046875 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -33853.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33859.984375 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -33859.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33861.945312 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -33861.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33863.660156 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -33863.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33863.660156 Penalty: 576.489929
	Iteration 11F: 3 clusters Score -33863.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -18958.312500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -18958.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18607.859375 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -18607.86 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18678.265625 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -18678.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18709.531250 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -18709.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18734.328125 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -18734.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18754.222656 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -18754.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18778.349609 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -18778.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18785.500000 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -18785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18790.519531 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -18790.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18793.771484 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -18793.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18796.875000 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -18796.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18799.185547 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -18799.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18800.269531 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -18800.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18801.140625 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -18801.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18803.521484 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -18803.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18803.521484 Penalty: 510.127991
	Iteration 14F: 3 clusters Score -18803.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131881 members 
Mstep: Class 3 contains 78 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143111 members 
Mstep: Class 21 contains 1066 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111903 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 126936 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120992 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 173 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4900 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93172 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35165 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 179 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63919 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208072.000000 Penalty: 53495.402344
Iteration 239Q: 86 clusters Score -5.820807e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131792 members 
Mstep: Class 3 contains 80 members 
Mstep: Class 4 contains 16252 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 9012 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18415 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143273 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111911 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 127100 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120755 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4882 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93585 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 35000 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 665 members 
Mstep: Class 60 contains 178 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63784 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 173 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208360.000000 Penalty: 53495.402344
Iteration 240F: 86 clusters Score -5.820836e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131681 members 
Mstep: Class 3 contains 82 members 
Mstep: Class 4 contains 16219 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 9003 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10097 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18450 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 143407 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 127276 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120538 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4869 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 93963 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34879 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 665 members 
Mstep: Class 60 contains 177 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 289 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63646 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 565 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208364.000000 Penalty: 53495.402344
Iteration 241Q: 86 clusters Score -5.820836e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131563 members 
Mstep: Class 3 contains 84 members 
Mstep: Class 4 contains 16192 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18488 members 
Mstep: Class 19 contains 166 members 
Mstep: Class 20 contains 143502 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111931 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1160 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 127449 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120336 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4863 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 94311 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34778 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 665 members 
Mstep: Class 60 contains 177 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63512 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208340.000000 Penalty: 53495.402344
Iteration 242Q: 86 clusters Score -5.820834e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131478 members 
Mstep: Class 3 contains 86 members 
Mstep: Class 4 contains 16166 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143584 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111912 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 127610 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 120110 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4861 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 94658 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34690 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 664 members 
Mstep: Class 60 contains 177 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63404 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208476.000000 Penalty: 53495.402344
Iteration 243Q: 86 clusters Score -5.820848e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131400 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10016 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18580 members 
Mstep: Class 19 contains 163 members 
Mstep: Class 20 contains 143651 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111896 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1068 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 127760 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 119861 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4854 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 95043 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34599 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 665 members 
Mstep: Class 60 contains 177 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63289 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 700 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208544.000000 Penalty: 53495.402344
Iteration 244Q: 86 clusters Score -5.820854e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131320 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16135 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 164 members 
Mstep: Class 20 contains 143723 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111884 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 127894 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 119603 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4851 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 95461 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34515 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63160 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 699 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208640.000000 Penalty: 53495.402344
Iteration 245Q: 86 clusters Score -5.820864e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131241 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 8968 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18642 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143780 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111902 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128006 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 119336 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4844 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 95900 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34433 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63018 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208692.000000 Penalty: 53495.402344
Iteration 246Q: 86 clusters Score -5.820869e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131172 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 8959 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18657 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143831 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111910 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128129 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 119091 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4830 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 96328 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34351 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62865 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208696.000000 Penalty: 53495.402344
Iteration 247Q: 86 clusters Score -5.82087e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131102 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16162 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9896 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18666 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143873 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111932 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128226 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 118851 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4819 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 96736 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34286 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62732 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208632.000000 Penalty: 53495.402344
Iteration 248Q: 86 clusters Score -5.820863e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 131048 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16167 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 8940 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18685 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143914 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111933 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128327 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 118582 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4810 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 97159 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34221 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62602 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208612.000000 Penalty: 53495.402344
Iteration 249Q: 86 clusters Score -5.820861e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130995 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16175 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 8933 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 18715 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143957 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111944 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128398 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 118322 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4798 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 97607 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34152 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62429 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208684.000000 Penalty: 53495.402344
Iteration 250Q: 86 clusters Score -5.820868e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130946 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16182 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 8922 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 14627 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9864 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 18731 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 143996 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111953 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 922 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128467 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 118069 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4787 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 98027 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34112 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62285 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208712.000000 Penalty: 53495.402344
Iteration 251Q: 86 clusters Score -5.820871e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130919 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16178 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18749 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144036 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111969 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 914 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128527 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 117833 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4777 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 98396 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34064 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62165 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208820.000000 Penalty: 53495.402344
Iteration 252Q: 86 clusters Score -5.820882e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130884 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16170 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18763 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144080 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111977 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 895 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128591 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 117569 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4770 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 98787 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34031 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62048 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208856.000000 Penalty: 53495.402344
Iteration 253Q: 86 clusters Score -5.820886e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130833 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16162 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144126 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111992 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128646 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 117303 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4758 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 99156 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33996 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61964 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208996.000000 Penalty: 53495.402344
Iteration 254Q: 86 clusters Score -5.8209e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130788 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9798 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144166 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 128685 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 117048 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4752 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 99522 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33971 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61871 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209000.000000 Penalty: 53495.402344
Iteration 255Q: 86 clusters Score -5.8209e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130741 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16130 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 14519 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9787 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18838 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144198 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 128723 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 116745 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4741 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 99909 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33958 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61800 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208988.000000 Penalty: 53495.402344
Iteration 256Q: 86 clusters Score -5.820899e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130681 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16116 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18863 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144220 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112015 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 128770 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 116442 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4727 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 100313 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33942 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61718 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208944.000000 Penalty: 53495.402344
Iteration 257Q: 86 clusters Score -5.820894e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130610 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 8903 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7012 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9762 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18882 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144228 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112028 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 128829 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 116147 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4716 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 100687 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33949 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61661 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208876.000000 Penalty: 53495.402344
Iteration 258Q: 86 clusters Score -5.820888e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130561 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16074 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 14467 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9744 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18887 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144248 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112046 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 845 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 128884 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 115871 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4721 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 101063 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33941 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61569 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208832.000000 Penalty: 53495.402344
Iteration 259Q: 86 clusters Score -5.820883e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130507 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16057 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 14458 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18900 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144263 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112076 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5720 members 
Mstep: Class 29 contains 128926 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 115614 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4723 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 101429 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33935 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61472 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208920.000000 Penalty: 53495.402344
Iteration 260F: 86 clusters Score -5.820892e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130454 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16036 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 14451 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18909 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144281 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112103 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 820 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5721 members 
Mstep: Class 29 contains 128966 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 115372 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4723 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 101787 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33932 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61373 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208932.000000 Penalty: 53495.402344
Iteration 261Q: 86 clusters Score -5.820893e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130392 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 8906 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 7013 members 
Mstep: Class 13 contains 14446 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18919 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144308 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112121 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 129008 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 115148 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4719 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 102132 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33932 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61271 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208864.000000 Penalty: 53495.402344
Iteration 262Q: 86 clusters Score -5.820886e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130337 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15992 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9687 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 18925 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144317 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112140 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 129052 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114941 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4708 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 102455 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33944 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61183 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208928.000000 Penalty: 53495.402344
Iteration 263Q: 86 clusters Score -5.820893e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130282 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15970 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 14424 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18933 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144330 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112163 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129083 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114738 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4704 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 102806 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33961 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61053 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208892.000000 Penalty: 53495.402344
Iteration 264Q: 86 clusters Score -5.820889e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130247 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15959 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 14416 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144359 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112157 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129108 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114562 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4705 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 103134 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33974 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60911 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208956.000000 Penalty: 53495.402344
Iteration 265Q: 86 clusters Score -5.820896e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130218 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15951 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18947 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144385 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112161 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129110 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114390 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4709 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 103472 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 33987 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60755 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209108.000000 Penalty: 53495.402344
Iteration 266Q: 86 clusters Score -5.820911e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130183 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15935 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144419 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112154 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129109 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114253 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4713 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 103809 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34010 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60569 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209120.000000 Penalty: 53495.402344
Iteration 267Q: 86 clusters Score -5.820912e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130162 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15923 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144446 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112144 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129100 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114133 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4716 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 104133 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34018 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60370 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209172.000000 Penalty: 53495.402344
Iteration 268Q: 86 clusters Score -5.820917e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130147 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15911 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18985 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144469 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112126 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129110 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 114052 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4715 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 104423 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34024 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60159 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209168.000000 Penalty: 53495.402344
Iteration 269Q: 86 clusters Score -5.820917e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130130 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15904 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9621 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 18995 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144487 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112115 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 802 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129108 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113986 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4707 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 104706 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34033 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59947 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209248.000000 Penalty: 53495.402344
Iteration 270Q: 86 clusters Score -5.820925e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130111 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9612 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19007 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144512 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112110 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129110 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113887 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4706 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 104993 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34039 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59757 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209220.000000 Penalty: 53495.402344
Iteration 271Q: 86 clusters Score -5.820922e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130090 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9604 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144529 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112099 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129107 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113806 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4710 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 105296 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34043 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59535 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209212.000000 Penalty: 53495.402344
Iteration 272Q: 86 clusters Score -5.820921e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130063 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15883 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 14382 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144537 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112100 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129121 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113692 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4709 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 105632 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34054 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59321 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209112.000000 Penalty: 53495.402344
Iteration 273Q: 86 clusters Score -5.820911e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130047 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15883 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 14380 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9578 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144551 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112096 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129120 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113571 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4713 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 105987 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34057 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59098 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209108.000000 Penalty: 53495.402344
Iteration 274Q: 86 clusters Score -5.820911e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130027 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15878 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 8857 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19041 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144568 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112091 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129125 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113447 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4728 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 106350 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34060 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58861 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209176.000000 Penalty: 53495.402344
Iteration 275Q: 86 clusters Score -5.820918e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 130013 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15866 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19046 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144576 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112099 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129129 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113309 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4736 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 106689 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34068 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58673 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209076.000000 Penalty: 53495.402344
Iteration 276Q: 86 clusters Score -5.820908e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129992 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15854 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19055 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144579 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112102 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129144 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 113129 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4736 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107044 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34073 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58513 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209160.000000 Penalty: 53495.402344
Iteration 277Q: 86 clusters Score -5.820916e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129979 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15843 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9496 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144581 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112112 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112973 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4742 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107366 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34070 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58359 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209184.000000 Penalty: 53495.402344
Iteration 278Q: 86 clusters Score -5.820918e+07 nChanged 550
Entering ConstructFrom: 
Score: -58209184.000000 Penalty: 53495.402344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -60328.996094 Penalty: 316.043640
	Iteration 0F: 2 clusters Score -60329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59500.347656 Penalty: 632.087280
	Iteration 0F: 3 clusters Score -59500.35 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59845.585938 Penalty: 632.087280
	Iteration 1F: 3 clusters Score -59845.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59944.796875 Penalty: 632.087280
	Iteration 2F: 3 clusters Score -59944.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60040.433594 Penalty: 632.087280
	Iteration 3F: 3 clusters Score -60040.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60111.417969 Penalty: 632.087280
	Iteration 4F: 3 clusters Score -60111.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60193.468750 Penalty: 632.087280
	Iteration 5F: 3 clusters Score -60193.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60227.472656 Penalty: 632.087280
	Iteration 6Q: 3 clusters Score -60227.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60245.796875 Penalty: 632.087280
	Iteration 7Q: 3 clusters Score -60245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60256.464844 Penalty: 632.087280
	Iteration 8Q: 3 clusters Score -60256.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60260.109375 Penalty: 632.087280
	Iteration 9Q: 3 clusters Score -60260.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60261.257812 Penalty: 632.087280
	Iteration 10Q: 3 clusters Score -60261.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60261.707031 Penalty: 632.087280
	Iteration 11Q: 3 clusters Score -60261.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60262.609375 Penalty: 632.087280
	Iteration 12Q: 3 clusters Score -60262.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60264.269531 Penalty: 632.087280
	Iteration 13Q: 3 clusters Score -60264.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60266.078125 Penalty: 632.087280
	Iteration 14Q: 3 clusters Score -60266.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60266.882812 Penalty: 632.087280
	Iteration 15Q: 3 clusters Score -60266.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60268.222656 Penalty: 632.087280
	Iteration 16Q: 3 clusters Score -60268.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60270.167969 Penalty: 632.087280
	Iteration 17Q: 3 clusters Score -60270.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60272.632812 Penalty: 632.087280
	Iteration 18Q: 3 clusters Score -60272.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60275.761719 Penalty: 632.087280
	Iteration 19Q: 3 clusters Score -60275.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60277.585938 Penalty: 632.087280
	Iteration 20F: 3 clusters Score -60277.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60280.800781 Penalty: 632.087280
	Iteration 21Q: 3 clusters Score -60280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60283.980469 Penalty: 632.087280
	Iteration 22Q: 3 clusters Score -60283.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60292.328125 Penalty: 632.087280
	Iteration 23Q: 3 clusters Score -60292.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60295.484375 Penalty: 632.087280
	Iteration 24Q: 3 clusters Score -60295.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60296.640625 Penalty: 632.087280
	Iteration 25Q: 3 clusters Score -60296.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -60299.527344 Penalty: 632.087280
	Iteration 26Q: 3 clusters Score -60299.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60301.417969 Penalty: 632.087280
	Iteration 27Q: 3 clusters Score -60301.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -60309.742188 Penalty: 632.087280
	Iteration 28Q: 3 clusters Score -60309.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -60320.230469 Penalty: 632.087280
	Iteration 29Q: 3 clusters Score -60320.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60325.667969 Penalty: 632.087280
	Iteration 30Q: 3 clusters Score -60325.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -60328.011719 Penalty: 632.087280
	Iteration 31Q: 3 clusters Score -60328.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60328.562500 Penalty: 632.087280
	Iteration 32Q: 3 clusters Score -60328.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60328.562500 Penalty: 632.087280
	Iteration 33F: 3 clusters Score -60328.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129973 members 
Entering Unmasked Estep 
Score: -7772106.500000 Penalty: 535.766235
	Iteration 0F: 2 clusters Score -7772106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7689688.000000 Penalty: 1071.532471
	Iteration 0F: 3 clusters Score -7689688 nChanged 63629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -7732072.000000 Penalty: 1071.532471
	Iteration 1F: 3 clusters Score -7732072 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -7737102.000000 Penalty: 1071.532471
	Iteration 2F: 3 clusters Score -7737102 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -7745003.000000 Penalty: 1071.532471
	Iteration 3F: 3 clusters Score -7745003 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -7755245.500000 Penalty: 1071.532471
	Iteration 4F: 3 clusters Score -7755246 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -7763612.000000 Penalty: 1071.532471
	Iteration 5F: 3 clusters Score -7763612 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -7768463.500000 Penalty: 1071.532471
	Iteration 6F: 3 clusters Score -7768464 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -7770509.500000 Penalty: 1071.532471
	Iteration 7Q: 3 clusters Score -7770510 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -7771348.000000 Penalty: 1071.532471
	Iteration 8Q: 3 clusters Score -7771348 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 128826 members 
Entering Unmasked Estep 
Score: -7771578.000000 Penalty: 1071.532471
	Iteration 9Q: 3 clusters Score -7771578 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -7771678.500000 Penalty: 1071.532471
	Iteration 10Q: 3 clusters Score -7771678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -7771711.000000 Penalty: 1071.532471
	Iteration 11Q: 3 clusters Score -7771711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -7771700.500000 Penalty: 1071.532471
	Iteration 12Q: 3 clusters Score -7771700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -7771706.500000 Penalty: 1071.532471
	Iteration 13Q: 3 clusters Score -7771706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -7771699.500000 Penalty: 1071.532471
	Iteration 14Q: 3 clusters Score -7771700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -7771703.500000 Penalty: 1071.532471
	Iteration 15Q: 3 clusters Score -7771704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129886 members 
Entering Unmasked Estep 
Score: -7771716.500000 Penalty: 1071.532471
	Iteration 16Q: 3 clusters Score -7771716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129892 members 
Entering Unmasked Estep 
Score: -7771727.000000 Penalty: 1071.532471
	Iteration 17Q: 3 clusters Score -7771727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 129891 members 
Entering Unmasked Estep 
Score: -7771727.000000 Penalty: 1071.532471
	Iteration 18Q: 3 clusters Score -7771727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129887 members 
Entering Unmasked Estep 
Score: -7771730.500000 Penalty: 1071.532471
	Iteration 19Q: 3 clusters Score -7771730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -7771736.500000 Penalty: 1071.532471
	Iteration 20F: 3 clusters Score -7771736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4052.261719 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4052.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3863.656250 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3863.656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3912.582520 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3912.583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3953.254639 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -3953.255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3998.206299 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3998.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4005.806641 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -4005.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4005.806641 Penalty: 407.437653
	Iteration 5F: 3 clusters Score -4005.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Entering Unmasked Estep 
Score: -949492.250000 Penalty: 439.992584
	Iteration 0F: 2 clusters Score -949492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -938941.500000 Penalty: 879.985168
	Iteration 0F: 3 clusters Score -938941.5 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -943307.812500 Penalty: 879.985168
	Iteration 1F: 3 clusters Score -943307.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -943901.687500 Penalty: 879.985168
	Iteration 2F: 3 clusters Score -943901.7 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -944764.812500 Penalty: 879.985168
	Iteration 3F: 3 clusters Score -944764.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -945741.937500 Penalty: 879.985168
	Iteration 4F: 3 clusters Score -945741.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -946705.187500 Penalty: 879.985168
	Iteration 5F: 3 clusters Score -946705.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -947403.375000 Penalty: 879.985168
	Iteration 6F: 3 clusters Score -947403.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -947702.750000 Penalty: 879.985168
	Iteration 7Q: 3 clusters Score -947702.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -947814.875000 Penalty: 879.985168
	Iteration 8Q: 3 clusters Score -947814.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -947877.812500 Penalty: 879.985168
	Iteration 9Q: 3 clusters Score -947877.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -947919.750000 Penalty: 879.985168
	Iteration 10Q: 3 clusters Score -947919.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -947949.812500 Penalty: 879.985168
	Iteration 11Q: 3 clusters Score -947949.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -947967.125000 Penalty: 879.985168
	Iteration 12Q: 3 clusters Score -947967.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -947981.437500 Penalty: 879.985168
	Iteration 13Q: 3 clusters Score -947981.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -947991.375000 Penalty: 879.985168
	Iteration 14Q: 3 clusters Score -947991.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -948003.875000 Penalty: 879.985168
	Iteration 15Q: 3 clusters Score -948003.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -948018.750000 Penalty: 879.985168
	Iteration 16Q: 3 clusters Score -948018.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -948024.125000 Penalty: 879.985168
	Iteration 17Q: 3 clusters Score -948024.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -948036.875000 Penalty: 879.985168
	Iteration 18Q: 3 clusters Score -948036.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -948047.437500 Penalty: 879.985168
	Iteration 19Q: 3 clusters Score -948047.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -948061.500000 Penalty: 879.985168
	Iteration 20F: 3 clusters Score -948061.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -948074.875000 Penalty: 879.985168
	Iteration 21Q: 3 clusters Score -948074.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -948080.062500 Penalty: 879.985168
	Iteration 22Q: 3 clusters Score -948080.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -948090.312500 Penalty: 879.985168
	Iteration 23Q: 3 clusters Score -948090.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -948093.812500 Penalty: 879.985168
	Iteration 24Q: 3 clusters Score -948093.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -948103.937500 Penalty: 879.985168
	Iteration 25Q: 3 clusters Score -948103.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -948111.437500 Penalty: 879.985168
	Iteration 26Q: 3 clusters Score -948111.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -948119.812500 Penalty: 879.985168
	Iteration 27Q: 3 clusters Score -948119.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -948129.375000 Penalty: 879.985168
	Iteration 28Q: 3 clusters Score -948129.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -948146.500000 Penalty: 879.985168
	Iteration 29Q: 3 clusters Score -948146.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -948160.687500 Penalty: 879.985168
	Iteration 30Q: 3 clusters Score -948160.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -948173.625000 Penalty: 879.985168
	Iteration 31Q: 3 clusters Score -948173.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -948186.187500 Penalty: 879.985168
	Iteration 32Q: 3 clusters Score -948186.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -948207.437500 Penalty: 879.985168
	Iteration 33Q: 3 clusters Score -948207.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -948214.312500 Penalty: 879.985168
	Iteration 34Q: 3 clusters Score -948214.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -948228.312500 Penalty: 879.985168
	Iteration 35Q: 3 clusters Score -948228.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -948242.000000 Penalty: 879.985168
	Iteration 36Q: 3 clusters Score -948242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -948245.187500 Penalty: 879.985168
	Iteration 37Q: 3 clusters Score -948245.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -948253.625000 Penalty: 879.985168
	Iteration 38Q: 3 clusters Score -948253.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -948260.437500 Penalty: 879.985168
	Iteration 39Q: 3 clusters Score -948260.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -948265.500000 Penalty: 879.985168
	Iteration 40F: 3 clusters Score -948265.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -948280.875000 Penalty: 879.985168
	Iteration 41Q: 3 clusters Score -948280.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -948286.750000 Penalty: 879.985168
	Iteration 42Q: 3 clusters Score -948286.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -948296.875000 Penalty: 879.985168
	Iteration 43Q: 3 clusters Score -948296.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -948305.000000 Penalty: 879.985168
	Iteration 44Q: 3 clusters Score -948305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -948317.812500 Penalty: 879.985168
	Iteration 45Q: 3 clusters Score -948317.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -948322.312500 Penalty: 879.985168
	Iteration 46Q: 3 clusters Score -948322.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -948328.625000 Penalty: 879.985168
	Iteration 47Q: 3 clusters Score -948328.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -948339.500000 Penalty: 879.985168
	Iteration 48Q: 3 clusters Score -948339.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -948344.812500 Penalty: 879.985168
	Iteration 49Q: 3 clusters Score -948344.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -948354.562500 Penalty: 879.985168
	Iteration 50Q: 3 clusters Score -948354.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -948367.437500 Penalty: 879.985168
	Iteration 51Q: 3 clusters Score -948367.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -948379.687500 Penalty: 879.985168
	Iteration 52Q: 3 clusters Score -948379.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -948392.625000 Penalty: 879.985168
	Iteration 53Q: 3 clusters Score -948392.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -948409.250000 Penalty: 879.985168
	Iteration 54Q: 3 clusters Score -948409.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -948419.000000 Penalty: 879.985168
	Iteration 55Q: 3 clusters Score -948419 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -948432.437500 Penalty: 879.985168
	Iteration 56Q: 3 clusters Score -948432.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -948450.437500 Penalty: 879.985168
	Iteration 57Q: 3 clusters Score -948450.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -948463.000000 Penalty: 879.985168
	Iteration 58Q: 3 clusters Score -948463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -948472.500000 Penalty: 879.985168
	Iteration 59Q: 3 clusters Score -948472.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -948487.125000 Penalty: 879.985168
	Iteration 60F: 3 clusters Score -948487.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -948499.687500 Penalty: 879.985168
	Iteration 61Q: 3 clusters Score -948499.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -948505.437500 Penalty: 879.985168
	Iteration 62Q: 3 clusters Score -948505.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -948514.250000 Penalty: 879.985168
	Iteration 63Q: 3 clusters Score -948514.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -948524.437500 Penalty: 879.985168
	Iteration 64Q: 3 clusters Score -948524.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -948534.750000 Penalty: 879.985168
	Iteration 65Q: 3 clusters Score -948534.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -948539.937500 Penalty: 879.985168
	Iteration 66Q: 3 clusters Score -948539.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -948545.062500 Penalty: 879.985168
	Iteration 67Q: 3 clusters Score -948545.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -948547.437500 Penalty: 879.985168
	Iteration 68Q: 3 clusters Score -948547.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -948552.750000 Penalty: 879.985168
	Iteration 69Q: 3 clusters Score -948552.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -948554.625000 Penalty: 879.985168
	Iteration 70Q: 3 clusters Score -948554.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -948560.125000 Penalty: 879.985168
	Iteration 71Q: 3 clusters Score -948560.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -948565.750000 Penalty: 879.985168
	Iteration 72Q: 3 clusters Score -948565.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -948569.250000 Penalty: 879.985168
	Iteration 73Q: 3 clusters Score -948569.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -948576.125000 Penalty: 879.985168
	Iteration 74Q: 3 clusters Score -948576.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -948578.875000 Penalty: 879.985168
	Iteration 75Q: 3 clusters Score -948578.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -948588.000000 Penalty: 879.985168
	Iteration 76Q: 3 clusters Score -948588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -948595.250000 Penalty: 879.985168
	Iteration 77Q: 3 clusters Score -948595.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -948606.000000 Penalty: 879.985168
	Iteration 78Q: 3 clusters Score -948606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -948610.062500 Penalty: 879.985168
	Iteration 79Q: 3 clusters Score -948610.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -948615.437500 Penalty: 879.985168
	Iteration 80F: 3 clusters Score -948615.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -948620.000000 Penalty: 879.985168
	Iteration 81Q: 3 clusters Score -948620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -948626.500000 Penalty: 879.985168
	Iteration 82Q: 3 clusters Score -948626.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -948637.750000 Penalty: 879.985168
	Iteration 83Q: 3 clusters Score -948637.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -948645.250000 Penalty: 879.985168
	Iteration 84Q: 3 clusters Score -948645.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -948654.562500 Penalty: 879.985168
	Iteration 85Q: 3 clusters Score -948654.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -948662.750000 Penalty: 879.985168
	Iteration 86Q: 3 clusters Score -948662.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -948667.437500 Penalty: 879.985168
	Iteration 87Q: 3 clusters Score -948667.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -948673.625000 Penalty: 879.985168
	Iteration 88Q: 3 clusters Score -948673.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -948678.500000 Penalty: 879.985168
	Iteration 89Q: 3 clusters Score -948678.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -948682.187500 Penalty: 879.985168
	Iteration 90Q: 3 clusters Score -948682.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -948689.750000 Penalty: 879.985168
	Iteration 91Q: 3 clusters Score -948689.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -948694.687500 Penalty: 879.985168
	Iteration 92Q: 3 clusters Score -948694.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -948704.125000 Penalty: 879.985168
	Iteration 93Q: 3 clusters Score -948704.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -948714.375000 Penalty: 879.985168
	Iteration 94Q: 3 clusters Score -948714.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -948724.562500 Penalty: 879.985168
	Iteration 95Q: 3 clusters Score -948724.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -948731.062500 Penalty: 879.985168
	Iteration 96Q: 3 clusters Score -948731.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -948737.750000 Penalty: 879.985168
	Iteration 97Q: 3 clusters Score -948737.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -948747.812500 Penalty: 879.985168
	Iteration 98Q: 3 clusters Score -948747.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -948748.625000 Penalty: 879.985168
	Iteration 99Q: 3 clusters Score -948748.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -948752.250000 Penalty: 879.985168
	Iteration 100F: 3 clusters Score -948752.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -948757.812500 Penalty: 879.985168
	Iteration 101Q: 3 clusters Score -948757.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -948760.937500 Penalty: 879.985168
	Iteration 102Q: 3 clusters Score -948760.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -948763.437500 Penalty: 879.985168
	Iteration 103Q: 3 clusters Score -948763.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -948763.187500 Penalty: 879.985168
	Iteration 104Q: 3 clusters Score -948763.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -948767.687500 Penalty: 879.985168
	Iteration 105Q: 3 clusters Score -948767.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -948769.187500 Penalty: 879.985168
	Iteration 106Q: 3 clusters Score -948769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -948775.062500 Penalty: 879.985168
	Iteration 107Q: 3 clusters Score -948775.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -948778.000000 Penalty: 879.985168
	Iteration 108Q: 3 clusters Score -948778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -948780.187500 Penalty: 879.985168
	Iteration 109Q: 3 clusters Score -948780.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -948786.375000 Penalty: 879.985168
	Iteration 110Q: 3 clusters Score -948786.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -948793.500000 Penalty: 879.985168
	Iteration 111Q: 3 clusters Score -948793.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -948800.750000 Penalty: 879.985168
	Iteration 112Q: 3 clusters Score -948800.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -948803.125000 Penalty: 879.985168
	Iteration 113Q: 3 clusters Score -948803.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -948806.875000 Penalty: 879.985168
	Iteration 114Q: 3 clusters Score -948806.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -948814.750000 Penalty: 879.985168
	Iteration 115Q: 3 clusters Score -948814.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -948826.875000 Penalty: 879.985168
	Iteration 116Q: 3 clusters Score -948826.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -948835.875000 Penalty: 879.985168
	Iteration 117Q: 3 clusters Score -948835.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -948847.000000 Penalty: 879.985168
	Iteration 118Q: 3 clusters Score -948847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -948854.437500 Penalty: 879.985168
	Iteration 119Q: 3 clusters Score -948854.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -948860.500000 Penalty: 879.985168
	Iteration 120F: 3 clusters Score -948860.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -948870.062500 Penalty: 879.985168
	Iteration 121Q: 3 clusters Score -948870.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -948883.937500 Penalty: 879.985168
	Iteration 122Q: 3 clusters Score -948883.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -948896.375000 Penalty: 879.985168
	Iteration 123Q: 3 clusters Score -948896.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -948914.375000 Penalty: 879.985168
	Iteration 124Q: 3 clusters Score -948914.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -948928.625000 Penalty: 879.985168
	Iteration 125Q: 3 clusters Score -948928.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -948941.062500 Penalty: 879.985168
	Iteration 126Q: 3 clusters Score -948941.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -948952.625000 Penalty: 879.985168
	Iteration 127Q: 3 clusters Score -948952.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -948967.500000 Penalty: 879.985168
	Iteration 128Q: 3 clusters Score -948967.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -948986.562500 Penalty: 879.985168
	Iteration 129Q: 3 clusters Score -948986.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -949003.500000 Penalty: 879.985168
	Iteration 130Q: 3 clusters Score -949003.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -949023.500000 Penalty: 879.985168
	Iteration 131Q: 3 clusters Score -949023.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -949040.312500 Penalty: 879.985168
	Iteration 132Q: 3 clusters Score -949040.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -949055.250000 Penalty: 879.985168
	Iteration 133Q: 3 clusters Score -949055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -949065.375000 Penalty: 879.985168
	Iteration 134Q: 3 clusters Score -949065.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -949078.187500 Penalty: 879.985168
	Iteration 135Q: 3 clusters Score -949078.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -949094.437500 Penalty: 879.985168
	Iteration 136Q: 3 clusters Score -949094.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -949110.562500 Penalty: 879.985168
	Iteration 137Q: 3 clusters Score -949110.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -949126.437500 Penalty: 879.985168
	Iteration 138Q: 3 clusters Score -949126.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -949141.437500 Penalty: 879.985168
	Iteration 139Q: 3 clusters Score -949141.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -949156.250000 Penalty: 879.985168
	Iteration 140F: 3 clusters Score -949156.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -949166.375000 Penalty: 879.985168
	Iteration 141Q: 3 clusters Score -949166.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -949173.875000 Penalty: 879.985168
	Iteration 142Q: 3 clusters Score -949173.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -949186.312500 Penalty: 879.985168
	Iteration 143Q: 3 clusters Score -949186.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -949195.187500 Penalty: 879.985168
	Iteration 144Q: 3 clusters Score -949195.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -949201.437500 Penalty: 879.985168
	Iteration 145Q: 3 clusters Score -949201.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -949208.125000 Penalty: 879.985168
	Iteration 146Q: 3 clusters Score -949208.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -949218.812500 Penalty: 879.985168
	Iteration 147Q: 3 clusters Score -949218.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -949224.500000 Penalty: 879.985168
	Iteration 148Q: 3 clusters Score -949224.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -949231.562500 Penalty: 879.985168
	Iteration 149Q: 3 clusters Score -949231.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -949237.625000 Penalty: 879.985168
	Iteration 150Q: 3 clusters Score -949237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -949245.437500 Penalty: 879.985168
	Iteration 151Q: 3 clusters Score -949245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -949248.187500 Penalty: 879.985168
	Iteration 152Q: 3 clusters Score -949248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -949252.687500 Penalty: 879.985168
	Iteration 153Q: 3 clusters Score -949252.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -949256.625000 Penalty: 879.985168
	Iteration 154Q: 3 clusters Score -949256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -949258.375000 Penalty: 879.985168
	Iteration 155Q: 3 clusters Score -949258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -949261.312500 Penalty: 879.985168
	Iteration 156Q: 3 clusters Score -949261.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -949261.500000 Penalty: 879.985168
	Iteration 157Q: 3 clusters Score -949261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -949262.812500 Penalty: 879.985168
	Iteration 158Q: 3 clusters Score -949262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -949264.375000 Penalty: 879.985168
	Iteration 159Q: 3 clusters Score -949264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -949266.187500 Penalty: 879.985168
	Iteration 160F: 3 clusters Score -949266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -949266.375000 Penalty: 879.985168
	Iteration 161Q: 3 clusters Score -949266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -949267.625000 Penalty: 879.985168
	Iteration 162Q: 3 clusters Score -949267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -949269.375000 Penalty: 879.985168
	Iteration 163Q: 3 clusters Score -949269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -949270.125000 Penalty: 879.985168
	Iteration 164Q: 3 clusters Score -949270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -949270.875000 Penalty: 879.985168
	Iteration 165Q: 3 clusters Score -949270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -949272.437500 Penalty: 879.985168
	Iteration 166Q: 3 clusters Score -949272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -949274.000000 Penalty: 879.985168
	Iteration 167Q: 3 clusters Score -949274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -949280.062500 Penalty: 879.985168
	Iteration 168Q: 3 clusters Score -949280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -949283.875000 Penalty: 879.985168
	Iteration 169Q: 3 clusters Score -949283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -949282.125000 Penalty: 879.985168
	Iteration 170Q: 3 clusters Score -949282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -949282.500000 Penalty: 879.985168
	Iteration 171Q: 3 clusters Score -949282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -949282.187500 Penalty: 879.985168
	Iteration 172Q: 3 clusters Score -949282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -949282.562500 Penalty: 879.985168
	Iteration 173Q: 3 clusters Score -949282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -949283.375000 Penalty: 879.985168
	Iteration 174Q: 3 clusters Score -949283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -949283.250000 Penalty: 879.985168
	Iteration 175Q: 3 clusters Score -949283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -949283.937500 Penalty: 879.985168
	Iteration 176Q: 3 clusters Score -949283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -949284.312500 Penalty: 879.985168
	Iteration 177Q: 3 clusters Score -949284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -949285.187500 Penalty: 879.985168
	Iteration 178Q: 3 clusters Score -949285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -949285.187500 Penalty: 879.985168
	Iteration 179F: 3 clusters Score -949285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -201395.812500 Penalty: 375.331879
	Iteration 0F: 2 clusters Score -201395.8 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 1888 members 
Entering Unmasked Estep 
Score: -198751.312500 Penalty: 750.663757
	Iteration 0F: 3 clusters Score -198751.3 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -199947.140625 Penalty: 750.663757
	Iteration 1F: 3 clusters Score -199947.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -200326.593750 Penalty: 750.663757
	Iteration 2F: 3 clusters Score -200326.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -200681.687500 Penalty: 750.663757
	Iteration 3F: 3 clusters Score -200681.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -200900.250000 Penalty: 750.663757
	Iteration 4F: 3 clusters Score -200900.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201055.203125 Penalty: 750.663757
	Iteration 5F: 3 clusters Score -201055.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -201130.843750 Penalty: 750.663757
	Iteration 6Q: 3 clusters Score -201130.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -201175.953125 Penalty: 750.663757
	Iteration 7Q: 3 clusters Score -201176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -201210.828125 Penalty: 750.663757
	Iteration 8Q: 3 clusters Score -201210.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -201233.359375 Penalty: 750.663757
	Iteration 9Q: 3 clusters Score -201233.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -201247.187500 Penalty: 750.663757
	Iteration 10Q: 3 clusters Score -201247.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -201258.031250 Penalty: 750.663757
	Iteration 11Q: 3 clusters Score -201258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -201262.640625 Penalty: 750.663757
	Iteration 12Q: 3 clusters Score -201262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -201267.250000 Penalty: 750.663757
	Iteration 13Q: 3 clusters Score -201267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -201272.937500 Penalty: 750.663757
	Iteration 14Q: 3 clusters Score -201272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -201278.125000 Penalty: 750.663757
	Iteration 15Q: 3 clusters Score -201278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -201280.687500 Penalty: 750.663757
	Iteration 16Q: 3 clusters Score -201280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -201281.562500 Penalty: 750.663757
	Iteration 17Q: 3 clusters Score -201281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201283.781250 Penalty: 750.663757
	Iteration 18Q: 3 clusters Score -201283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -201288.156250 Penalty: 750.663757
	Iteration 19Q: 3 clusters Score -201288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -201292.921875 Penalty: 750.663757
	Iteration 20F: 3 clusters Score -201292.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201296.625000 Penalty: 750.663757
	Iteration 21Q: 3 clusters Score -201296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -201297.578125 Penalty: 750.663757
	Iteration 22Q: 3 clusters Score -201297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -201297.546875 Penalty: 750.663757
	Iteration 23Q: 3 clusters Score -201297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -201297.812500 Penalty: 750.663757
	Iteration 24Q: 3 clusters Score -201297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -201297.812500 Penalty: 750.663757
	Iteration 25F: 3 clusters Score -201297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Entering Unmasked Estep 
Score: -534110.812500 Penalty: 413.522156
	Iteration 0F: 2 clusters Score -534110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -528239.437500 Penalty: 827.044312
	Iteration 0F: 3 clusters Score -528239.4 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -530743.687500 Penalty: 827.044312
	Iteration 1F: 3 clusters Score -530743.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -530997.750000 Penalty: 827.044312
	Iteration 2F: 3 clusters Score -530997.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -531249.312500 Penalty: 827.044312
	Iteration 3F: 3 clusters Score -531249.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -531477.437500 Penalty: 827.044312
	Iteration 4Q: 3 clusters Score -531477.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -531676.437500 Penalty: 827.044312
	Iteration 5Q: 3 clusters Score -531676.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -531831.000000 Penalty: 827.044312
	Iteration 6Q: 3 clusters Score -531831 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -531957.687500 Penalty: 827.044312
	Iteration 7Q: 3 clusters Score -531957.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -532092.562500 Penalty: 827.044312
	Iteration 8Q: 3 clusters Score -532092.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -532243.000000 Penalty: 827.044312
	Iteration 9Q: 3 clusters Score -532243 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -532407.937500 Penalty: 827.044312
	Iteration 10Q: 3 clusters Score -532407.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -532533.812500 Penalty: 827.044312
	Iteration 11Q: 3 clusters Score -532533.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -532648.875000 Penalty: 827.044312
	Iteration 12Q: 3 clusters Score -532648.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -532743.000000 Penalty: 827.044312
	Iteration 13Q: 3 clusters Score -532743 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -532811.625000 Penalty: 827.044312
	Iteration 14Q: 3 clusters Score -532811.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -532880.000000 Penalty: 827.044312
	Iteration 15Q: 3 clusters Score -532880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -532941.437500 Penalty: 827.044312
	Iteration 16Q: 3 clusters Score -532941.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -533005.562500 Penalty: 827.044312
	Iteration 17Q: 3 clusters Score -533005.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -533061.125000 Penalty: 827.044312
	Iteration 18Q: 3 clusters Score -533061.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -533126.562500 Penalty: 827.044312
	Iteration 19Q: 3 clusters Score -533126.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -533187.312500 Penalty: 827.044312
	Iteration 20F: 3 clusters Score -533187.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -533248.000000 Penalty: 827.044312
	Iteration 21Q: 3 clusters Score -533248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -533298.875000 Penalty: 827.044312
	Iteration 22Q: 3 clusters Score -533298.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -533337.312500 Penalty: 827.044312
	Iteration 23Q: 3 clusters Score -533337.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -533361.625000 Penalty: 827.044312
	Iteration 24Q: 3 clusters Score -533361.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -533384.125000 Penalty: 827.044312
	Iteration 25Q: 3 clusters Score -533384.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -533400.312500 Penalty: 827.044312
	Iteration 26Q: 3 clusters Score -533400.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -533410.312500 Penalty: 827.044312
	Iteration 27Q: 3 clusters Score -533410.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -533418.562500 Penalty: 827.044312
	Iteration 28Q: 3 clusters Score -533418.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -533423.187500 Penalty: 827.044312
	Iteration 29Q: 3 clusters Score -533423.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -533427.750000 Penalty: 827.044312
	Iteration 30Q: 3 clusters Score -533427.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -533432.750000 Penalty: 827.044312
	Iteration 31Q: 3 clusters Score -533432.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -533434.312500 Penalty: 827.044312
	Iteration 32Q: 3 clusters Score -533434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -533436.437500 Penalty: 827.044312
	Iteration 33Q: 3 clusters Score -533436.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -533436.500000 Penalty: 827.044312
	Iteration 34Q: 3 clusters Score -533436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -533439.250000 Penalty: 827.044312
	Iteration 35Q: 3 clusters Score -533439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -533439.687500 Penalty: 827.044312
	Iteration 36Q: 3 clusters Score -533439.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -533440.625000 Penalty: 827.044312
	Iteration 37Q: 3 clusters Score -533440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -533445.062500 Penalty: 827.044312
	Iteration 38Q: 3 clusters Score -533445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -533450.937500 Penalty: 827.044312
	Iteration 39Q: 3 clusters Score -533450.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -533453.937500 Penalty: 827.044312
	Iteration 40F: 3 clusters Score -533453.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -533464.187500 Penalty: 827.044312
	Iteration 41Q: 3 clusters Score -533464.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -533470.250000 Penalty: 827.044312
	Iteration 42Q: 3 clusters Score -533470.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -533477.312500 Penalty: 827.044312
	Iteration 43Q: 3 clusters Score -533477.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -533484.875000 Penalty: 827.044312
	Iteration 44Q: 3 clusters Score -533484.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -533491.375000 Penalty: 827.044312
	Iteration 45Q: 3 clusters Score -533491.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -533494.375000 Penalty: 827.044312
	Iteration 46Q: 3 clusters Score -533494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -533497.187500 Penalty: 827.044312
	Iteration 47Q: 3 clusters Score -533497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -533497.812500 Penalty: 827.044312
	Iteration 48Q: 3 clusters Score -533497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -533499.375000 Penalty: 827.044312
	Iteration 49Q: 3 clusters Score -533499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -533500.375000 Penalty: 827.044312
	Iteration 50Q: 3 clusters Score -533500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -533501.000000 Penalty: 827.044312
	Iteration 51Q: 3 clusters Score -533501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -533501.250000 Penalty: 827.044312
	Iteration 52Q: 3 clusters Score -533501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -533501.437500 Penalty: 827.044312
	Iteration 53Q: 3 clusters Score -533501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -533502.062500 Penalty: 827.044312
	Iteration 54Q: 3 clusters Score -533502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -533502.312500 Penalty: 827.044312
	Iteration 55Q: 3 clusters Score -533502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -533502.437500 Penalty: 827.044312
	Iteration 56Q: 3 clusters Score -533502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -533501.937500 Penalty: 827.044312
	Iteration 57Q: 3 clusters Score -533501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -533501.750000 Penalty: 827.044312
	Iteration 58Q: 3 clusters Score -533501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -533502.312500 Penalty: 827.044312
	Iteration 59Q: 3 clusters Score -533502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -533502.437500 Penalty: 827.044312
	Iteration 60F: 3 clusters Score -533502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -82894.976562 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -82894.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -81802.914062 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -81802.91 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -82171.757812 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -82171.76 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82250.031250 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -82250.03 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82314.390625 Penalty: 658.637817
	Iteration 3F: 3 clusters Score -82314.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82380.078125 Penalty: 658.637817
	Iteration 4F: 3 clusters Score -82380.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82442.101562 Penalty: 658.637817
	Iteration 5F: 3 clusters Score -82442.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82480.203125 Penalty: 658.637817
	Iteration 6Q: 3 clusters Score -82480.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82505.296875 Penalty: 658.637817
	Iteration 7Q: 3 clusters Score -82505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82520.601562 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -82520.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82537.078125 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -82537.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82554.476562 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -82554.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82578.484375 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -82578.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82597.257812 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -82597.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82612.562500 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -82612.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82625.570312 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -82625.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82634.476562 Penalty: 658.637817
	Iteration 15Q: 3 clusters Score -82634.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82640.710938 Penalty: 658.637817
	Iteration 16Q: 3 clusters Score -82640.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82650.851562 Penalty: 658.637817
	Iteration 17Q: 3 clusters Score -82650.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82658.242188 Penalty: 658.637817
	Iteration 18Q: 3 clusters Score -82658.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82663.507812 Penalty: 658.637817
	Iteration 19Q: 3 clusters Score -82663.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82672.312500 Penalty: 658.637817
	Iteration 20F: 3 clusters Score -82672.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82679.820312 Penalty: 658.637817
	Iteration 21Q: 3 clusters Score -82679.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82682.023438 Penalty: 658.637817
	Iteration 22Q: 3 clusters Score -82682.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82682.937500 Penalty: 658.637817
	Iteration 23Q: 3 clusters Score -82682.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82682.937500 Penalty: 658.637817
	Iteration 24F: 3 clusters Score -82682.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 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 213 members 
Entering Unmasked Estep 
Score: -25403.744141 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25403.74 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25569.160156 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25569.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25612.259766 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25612.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25635.898438 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -25635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25654.357422 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25654.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25669.734375 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25669.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25684.001953 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25688.484375 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25688.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25691.216797 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25691.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25693.533203 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25693.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25697.552734 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25697.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25703.212891 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25703.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25708.343750 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -25708.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25714.431641 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -25714.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25717.121094 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -25717.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25718.591797 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -25718.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25721.462891 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -25721.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25727.158203 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -25727.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25741.332031 Penalty: 553.273926
	Iteration 18Q: 3 clusters Score -25741.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25750.677734 Penalty: 553.273926
	Iteration 19Q: 3 clusters Score -25750.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25756.750000 Penalty: 553.273926
	Iteration 20F: 3 clusters Score -25756.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25763.554688 Penalty: 553.273926
	Iteration 21Q: 3 clusters Score -25763.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25765.529297 Penalty: 553.273926
	Iteration 22Q: 3 clusters Score -25765.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25768.236328 Penalty: 553.273926
	Iteration 23Q: 3 clusters Score -25768.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25770.648438 Penalty: 553.273926
	Iteration 24Q: 3 clusters Score -25770.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25773.763672 Penalty: 553.273926
	Iteration 25Q: 3 clusters Score -25773.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25777.906250 Penalty: 553.273926
	Iteration 26Q: 3 clusters Score -25777.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25782.501953 Penalty: 553.273926
	Iteration 27Q: 3 clusters Score -25782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25791.275391 Penalty: 553.273926
	Iteration 28Q: 3 clusters Score -25791.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25800.537109 Penalty: 553.273926
	Iteration 29Q: 3 clusters Score -25800.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25817.140625 Penalty: 553.273926
	Iteration 30Q: 3 clusters Score -25817.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25835.906250 Penalty: 553.273926
	Iteration 31Q: 3 clusters Score -25835.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25845.751953 Penalty: 553.273926
	Iteration 32Q: 3 clusters Score -25845.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25851.664062 Penalty: 553.273926
	Iteration 33Q: 3 clusters Score -25851.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25857.214844 Penalty: 553.273926
	Iteration 34Q: 3 clusters Score -25857.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25859.894531 Penalty: 553.273926
	Iteration 35Q: 3 clusters Score -25859.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25859.894531 Penalty: 553.273926
	Iteration 36F: 3 clusters Score -25859.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 216 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 221 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208824.000000 Penalty: 54124.761719
Splitting cluster 8 changes total score from -58209184.000000 to -58208824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -39971.031250 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -39971.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39368.003906 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -39368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39542.707031 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -39542.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39569.875000 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -39569.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39594.109375 Penalty: 590.793823
	Iteration 3Q: 3 clusters Score -39594.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39612.585938 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -39612.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39623.746094 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -39623.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39630.289062 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -39630.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39635.492188 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -39635.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39639.449219 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -39639.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39644.589844 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -39644.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39646.890625 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -39646.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39647.839844 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -39647.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39648.132812 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -39648.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39648.132812 Penalty: 590.793823
	Iteration 13F: 3 clusters Score -39648.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16120.625000 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16120.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16198.359375 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16198.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16229.717773 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16229.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16257.614258 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -16257.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16273.680664 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16273.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16283.460938 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16283.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16290.335938 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16290.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16306.248047 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16306.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16322.998047 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16341.916016 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16341.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16359.457031 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16359.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16366.768555 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16366.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16368.456055 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -16368.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16371.996094 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -16372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16377.201172 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -16377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16378.254883 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -16378.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16378.254883 Penalty: 507.066010
	Iteration 16F: 3 clusters Score -16378.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -31485.826172 Penalty: 287.513062
	Iteration 0F: 2 clusters Score -31485.83 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 294 members 
Entering Unmasked Estep 
Score: -30945.062500 Penalty: 575.026123
	Iteration 0F: 3 clusters Score -30945.06 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31127.306641 Penalty: 575.026123
	Iteration 1F: 3 clusters Score -31127.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31174.646484 Penalty: 575.026123
	Iteration 2F: 3 clusters Score -31174.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31207.740234 Penalty: 575.026123
	Iteration 3F: 3 clusters Score -31207.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -31233.697266 Penalty: 575.026123
	Iteration 4Q: 3 clusters Score -31233.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -31247.486328 Penalty: 575.026123
	Iteration 5Q: 3 clusters Score -31247.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -31256.355469 Penalty: 575.026123
	Iteration 6Q: 3 clusters Score -31256.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -31260.539062 Penalty: 575.026123
	Iteration 7Q: 3 clusters Score -31260.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31262.203125 Penalty: 575.026123
	Iteration 8Q: 3 clusters Score -31262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31264.166016 Penalty: 575.026123
	Iteration 9Q: 3 clusters Score -31264.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31264.978516 Penalty: 575.026123
	Iteration 10Q: 3 clusters Score -31264.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31264.978516 Penalty: 575.026123
	Iteration 11F: 3 clusters Score -31264.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -407233.750000 Penalty: 403.062256
	Iteration 0F: 2 clusters Score -407233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -402570.250000 Penalty: 806.124512
	Iteration 0F: 3 clusters Score -402570.2 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -404316.093750 Penalty: 806.124512
	Iteration 1F: 3 clusters Score -404316.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -404534.218750 Penalty: 806.124512
	Iteration 2F: 3 clusters Score -404534.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -404839.437500 Penalty: 806.124512
	Iteration 3F: 3 clusters Score -404839.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -405190.031250 Penalty: 806.124512
	Iteration 4F: 3 clusters Score -405190 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -405526.343750 Penalty: 806.124512
	Iteration 5F: 3 clusters Score -405526.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -405836.875000 Penalty: 806.124512
	Iteration 6F: 3 clusters Score -405836.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -406177.937500 Penalty: 806.124512
	Iteration 7F: 3 clusters Score -406177.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -406604.593750 Penalty: 806.124512
	Iteration 8Q: 3 clusters Score -406604.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -406889.875000 Penalty: 806.124512
	Iteration 9Q: 3 clusters Score -406889.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -406988.687500 Penalty: 806.124512
	Iteration 10Q: 3 clusters Score -406988.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -407029.937500 Penalty: 806.124512
	Iteration 11Q: 3 clusters Score -407029.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -407055.343750 Penalty: 806.124512
	Iteration 12Q: 3 clusters Score -407055.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -407071.687500 Penalty: 806.124512
	Iteration 13Q: 3 clusters Score -407071.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -407087.343750 Penalty: 806.124512
	Iteration 14Q: 3 clusters Score -407087.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -407095.375000 Penalty: 806.124512
	Iteration 15Q: 3 clusters Score -407095.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -407099.843750 Penalty: 806.124512
	Iteration 16Q: 3 clusters Score -407099.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -407105.500000 Penalty: 806.124512
	Iteration 17Q: 3 clusters Score -407105.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -407111.593750 Penalty: 806.124512
	Iteration 18Q: 3 clusters Score -407111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -407117.406250 Penalty: 806.124512
	Iteration 19Q: 3 clusters Score -407117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -407120.750000 Penalty: 806.124512
	Iteration 20F: 3 clusters Score -407120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -407123.656250 Penalty: 806.124512
	Iteration 21Q: 3 clusters Score -407123.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -407126.562500 Penalty: 806.124512
	Iteration 22Q: 3 clusters Score -407126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407128.406250 Penalty: 806.124512
	Iteration 23Q: 3 clusters Score -407128.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -407133.375000 Penalty: 806.124512
	Iteration 24Q: 3 clusters Score -407133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -407136.875000 Penalty: 806.124512
	Iteration 25Q: 3 clusters Score -407136.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -407138.531250 Penalty: 806.124512
	Iteration 26Q: 3 clusters Score -407138.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -407142.312500 Penalty: 806.124512
	Iteration 27Q: 3 clusters Score -407142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -407144.312500 Penalty: 806.124512
	Iteration 28Q: 3 clusters Score -407144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -407146.281250 Penalty: 806.124512
	Iteration 29Q: 3 clusters Score -407146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -407147.562500 Penalty: 806.124512
	Iteration 30Q: 3 clusters Score -407147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407148.343750 Penalty: 806.124512
	Iteration 31Q: 3 clusters Score -407148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -407148.156250 Penalty: 806.124512
	Iteration 32Q: 3 clusters Score -407148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -407149.062500 Penalty: 806.124512
	Iteration 33Q: 3 clusters Score -407149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -407149.781250 Penalty: 806.124512
	Iteration 34Q: 3 clusters Score -407149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -407149.718750 Penalty: 806.124512
	Iteration 35Q: 3 clusters Score -407149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -407149.718750 Penalty: 806.124512
	Iteration 36F: 3 clusters Score -407149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Entering Unmasked Estep 
Score: -874410.437500 Penalty: 435.566864
	Iteration 0F: 2 clusters Score -874410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -864780.062500 Penalty: 871.133728
	Iteration 0F: 3 clusters Score -864780.1 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -868800.187500 Penalty: 871.133728
	Iteration 1F: 3 clusters Score -868800.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -869140.812500 Penalty: 871.133728
	Iteration 2F: 3 clusters Score -869140.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -869520.500000 Penalty: 871.133728
	Iteration 3F: 3 clusters Score -869520.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -869856.187500 Penalty: 871.133728
	Iteration 4F: 3 clusters Score -869856.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -870135.625000 Penalty: 871.133728
	Iteration 5Q: 3 clusters Score -870135.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -870426.812500 Penalty: 871.133728
	Iteration 6Q: 3 clusters Score -870426.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -870752.250000 Penalty: 871.133728
	Iteration 7Q: 3 clusters Score -870752.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -871134.437500 Penalty: 871.133728
	Iteration 8Q: 3 clusters Score -871134.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -871684.437500 Penalty: 871.133728
	Iteration 9Q: 3 clusters Score -871684.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -872184.562500 Penalty: 871.133728
	Iteration 10Q: 3 clusters Score -872184.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -872439.250000 Penalty: 871.133728
	Iteration 11Q: 3 clusters Score -872439.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -872607.000000 Penalty: 871.133728
	Iteration 12Q: 3 clusters Score -872607 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -872737.250000 Penalty: 871.133728
	Iteration 13Q: 3 clusters Score -872737.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -872847.000000 Penalty: 871.133728
	Iteration 14Q: 3 clusters Score -872847 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -872949.750000 Penalty: 871.133728
	Iteration 15Q: 3 clusters Score -872949.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -873040.687500 Penalty: 871.133728
	Iteration 16Q: 3 clusters Score -873040.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -873128.875000 Penalty: 871.133728
	Iteration 17Q: 3 clusters Score -873128.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -873213.562500 Penalty: 871.133728
	Iteration 18Q: 3 clusters Score -873213.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -873295.750000 Penalty: 871.133728
	Iteration 19Q: 3 clusters Score -873295.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -873382.750000 Penalty: 871.133728
	Iteration 20F: 3 clusters Score -873382.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -873486.375000 Penalty: 871.133728
	Iteration 21Q: 3 clusters Score -873486.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -873582.187500 Penalty: 871.133728
	Iteration 22Q: 3 clusters Score -873582.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -873674.250000 Penalty: 871.133728
	Iteration 23Q: 3 clusters Score -873674.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -873776.000000 Penalty: 871.133728
	Iteration 24Q: 3 clusters Score -873776 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -873880.187500 Penalty: 871.133728
	Iteration 25Q: 3 clusters Score -873880.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -873962.125000 Penalty: 871.133728
	Iteration 26Q: 3 clusters Score -873962.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -874011.312500 Penalty: 871.133728
	Iteration 27Q: 3 clusters Score -874011.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -874051.000000 Penalty: 871.133728
	Iteration 28Q: 3 clusters Score -874051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -874080.125000 Penalty: 871.133728
	Iteration 29Q: 3 clusters Score -874080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -874097.687500 Penalty: 871.133728
	Iteration 30Q: 3 clusters Score -874097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -874102.687500 Penalty: 871.133728
	Iteration 31Q: 3 clusters Score -874102.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -874109.312500 Penalty: 871.133728
	Iteration 32Q: 3 clusters Score -874109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -874114.875000 Penalty: 871.133728
	Iteration 33Q: 3 clusters Score -874114.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -874119.312500 Penalty: 871.133728
	Iteration 34Q: 3 clusters Score -874119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -874121.312500 Penalty: 871.133728
	Iteration 35Q: 3 clusters Score -874121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -874122.062500 Penalty: 871.133728
	Iteration 36Q: 3 clusters Score -874122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -874124.750000 Penalty: 871.133728
	Iteration 37Q: 3 clusters Score -874124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -874125.562500 Penalty: 871.133728
	Iteration 38Q: 3 clusters Score -874125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -874128.000000 Penalty: 871.133728
	Iteration 39Q: 3 clusters Score -874128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -874127.500000 Penalty: 871.133728
	Iteration 40F: 3 clusters Score -874127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -874128.437500 Penalty: 871.133728
	Iteration 41Q: 3 clusters Score -874128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -874131.000000 Penalty: 871.133728
	Iteration 42Q: 3 clusters Score -874131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -874129.625000 Penalty: 871.133728
	Iteration 43Q: 3 clusters Score -874129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -874130.000000 Penalty: 871.133728
	Iteration 44Q: 3 clusters Score -874130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -874130.125000 Penalty: 871.133728
	Iteration 45Q: 3 clusters Score -874130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -874130.562500 Penalty: 871.133728
	Iteration 46Q: 3 clusters Score -874130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -874130.625000 Penalty: 871.133728
	Iteration 47Q: 3 clusters Score -874130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -874130.625000 Penalty: 871.133728
	Iteration 48F: 3 clusters Score -874130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -24884.888672 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -24884.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24434.664062 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -24434.66 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24572.957031 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -24572.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24669.189453 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -24669.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24761.939453 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -24761.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24814.603516 Penalty: 554.309204
	Iteration 4F: 3 clusters Score -24814.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24873.324219 Penalty: 554.309204
	Iteration 5F: 3 clusters Score -24873.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24890.689453 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -24890.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24914.109375 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -24914.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24938.396484 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -24938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24945.037109 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -24945.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24945.037109 Penalty: 554.309204
	Iteration 10F: 3 clusters Score -24945.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 95 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 347 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208880.000000 Penalty: 54124.761719
Splitting cluster 14 changes total score from -58209184.000000 to -58208880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -6855.028320 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -6855.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6536.301758 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6536.302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6636.183594 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -6636.184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6684.518066 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -6684.518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6706.245605 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -6706.246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6738.979980 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -6738.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6750.475098 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -6750.475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6762.022461 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -6762.022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6766.183105 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -6766.183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6771.139160 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -6771.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6777.742676 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -6777.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6778.587402 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -6778.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6778.587402 Penalty: 506.371338
	Iteration 11F: 3 clusters Score -6778.587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Entering Unmasked Estep 
Score: -569294.312500 Penalty: 416.635925
	Iteration 0F: 2 clusters Score -569294.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -563000.375000 Penalty: 833.271851
	Iteration 0F: 3 clusters Score -563000.4 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -565564.875000 Penalty: 833.271851
	Iteration 1F: 3 clusters Score -565564.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -565862.062500 Penalty: 833.271851
	Iteration 2F: 3 clusters Score -565862.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -566223.250000 Penalty: 833.271851
	Iteration 3F: 3 clusters Score -566223.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -566681.812500 Penalty: 833.271851
	Iteration 4F: 3 clusters Score -566681.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -567249.187500 Penalty: 833.271851
	Iteration 5F: 3 clusters Score -567249.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -567800.375000 Penalty: 833.271851
	Iteration 6F: 3 clusters Score -567800.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -568238.875000 Penalty: 833.271851
	Iteration 7Q: 3 clusters Score -568238.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -568542.125000 Penalty: 833.271851
	Iteration 8Q: 3 clusters Score -568542.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -568717.500000 Penalty: 833.271851
	Iteration 9Q: 3 clusters Score -568717.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -568827.750000 Penalty: 833.271851
	Iteration 10Q: 3 clusters Score -568827.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -568876.875000 Penalty: 833.271851
	Iteration 11Q: 3 clusters Score -568876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -568889.937500 Penalty: 833.271851
	Iteration 12Q: 3 clusters Score -568889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -568902.250000 Penalty: 833.271851
	Iteration 13Q: 3 clusters Score -568902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -568910.000000 Penalty: 833.271851
	Iteration 14Q: 3 clusters Score -568910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -568915.250000 Penalty: 833.271851
	Iteration 15Q: 3 clusters Score -568915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -568920.750000 Penalty: 833.271851
	Iteration 16Q: 3 clusters Score -568920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -568926.000000 Penalty: 833.271851
	Iteration 17Q: 3 clusters Score -568926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -568931.125000 Penalty: 833.271851
	Iteration 18Q: 3 clusters Score -568931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -568933.437500 Penalty: 833.271851
	Iteration 19Q: 3 clusters Score -568933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -568936.750000 Penalty: 833.271851
	Iteration 20F: 3 clusters Score -568936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Entering Unmasked Estep 
Score: -4363390.000000 Penalty: 509.334503
	Iteration 0F: 2 clusters Score -4363390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4314360.000000 Penalty: 1018.669006
	Iteration 0F: 3 clusters Score -4314360 nChanged 35491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4336046.000000 Penalty: 1018.669006
	Iteration 1F: 3 clusters Score -4336046 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4337324.500000 Penalty: 1018.669006
	Iteration 2Q: 3 clusters Score -4337324 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -4339374.000000 Penalty: 1018.669006
	Iteration 3F: 3 clusters Score -4339374 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4342600.500000 Penalty: 1018.669006
	Iteration 4F: 3 clusters Score -4342600 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4347103.500000 Penalty: 1018.669006
	Iteration 5F: 3 clusters Score -4347104 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4352395.500000 Penalty: 1018.669006
	Iteration 6F: 3 clusters Score -4352396 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4357177.500000 Penalty: 1018.669006
	Iteration 7F: 3 clusters Score -4357178 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4360384.500000 Penalty: 1018.669006
	Iteration 8Q: 3 clusters Score -4360384 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4361971.500000 Penalty: 1018.669006
	Iteration 9Q: 3 clusters Score -4361972 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4362595.000000 Penalty: 1018.669006
	Iteration 10Q: 3 clusters Score -4362595 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4362814.000000 Penalty: 1018.669006
	Iteration 11Q: 3 clusters Score -4362814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4362885.500000 Penalty: 1018.669006
	Iteration 12Q: 3 clusters Score -4362886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4362916.000000 Penalty: 1018.669006
	Iteration 13Q: 3 clusters Score -4362916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4362935.000000 Penalty: 1018.669006
	Iteration 14Q: 3 clusters Score -4362935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4362943.000000 Penalty: 1018.669006
	Iteration 15Q: 3 clusters Score -4362943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4362949.500000 Penalty: 1018.669006
	Iteration 16Q: 3 clusters Score -4362950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4362956.500000 Penalty: 1018.669006
	Iteration 17Q: 3 clusters Score -4362956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4362958.000000 Penalty: 1018.669006
	Iteration 18Q: 3 clusters Score -4362958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4362960.000000 Penalty: 1018.669006
	Iteration 19Q: 3 clusters Score -4362960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4362960.000000 Penalty: 1018.669006
	Iteration 20F: 3 clusters Score -4362960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Entering Unmasked Estep 
Score: -1140980.750000 Penalty: 448.444580
	Iteration 0F: 2 clusters Score -1140981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1128275.625000 Penalty: 896.889160
	Iteration 0F: 3 clusters Score -1128276 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1133483.000000 Penalty: 896.889160
	Iteration 1F: 3 clusters Score -1133483 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1133840.625000 Penalty: 896.889160
	Iteration 2Q: 3 clusters Score -1133841 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1134395.000000 Penalty: 896.889160
	Iteration 3F: 3 clusters Score -1134395 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1135240.125000 Penalty: 896.889160
	Iteration 4F: 3 clusters Score -1135240 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1136485.250000 Penalty: 896.889160
	Iteration 5F: 3 clusters Score -1136485 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1137960.750000 Penalty: 896.889160
	Iteration 6F: 3 clusters Score -1137961 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1139079.750000 Penalty: 896.889160
	Iteration 7F: 3 clusters Score -1139080 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1139729.750000 Penalty: 896.889160
	Iteration 8Q: 3 clusters Score -1139730 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1140049.125000 Penalty: 896.889160
	Iteration 9Q: 3 clusters Score -1140049 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1140225.125000 Penalty: 896.889160
	Iteration 10Q: 3 clusters Score -1140225 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1140355.875000 Penalty: 896.889160
	Iteration 11Q: 3 clusters Score -1140356 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1140455.375000 Penalty: 896.889160
	Iteration 12Q: 3 clusters Score -1140455 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1140520.750000 Penalty: 896.889160
	Iteration 13Q: 3 clusters Score -1140521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1140573.125000 Penalty: 896.889160
	Iteration 14Q: 3 clusters Score -1140573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1140609.750000 Penalty: 896.889160
	Iteration 15Q: 3 clusters Score -1140610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1140636.250000 Penalty: 896.889160
	Iteration 16Q: 3 clusters Score -1140636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1140644.500000 Penalty: 896.889160
	Iteration 17Q: 3 clusters Score -1140644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1140651.750000 Penalty: 896.889160
	Iteration 18Q: 3 clusters Score -1140652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1140655.500000 Penalty: 896.889160
	Iteration 19Q: 3 clusters Score -1140656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1140663.125000 Penalty: 896.889160
	Iteration 20F: 3 clusters Score -1140663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1140668.375000 Penalty: 896.889160
	Iteration 21Q: 3 clusters Score -1140668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1140671.375000 Penalty: 896.889160
	Iteration 22Q: 3 clusters Score -1140671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1140673.000000 Penalty: 896.889160
	Iteration 23Q: 3 clusters Score -1140673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1140674.125000 Penalty: 896.889160
	Iteration 24Q: 3 clusters Score -1140674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1140674.375000 Penalty: 896.889160
	Iteration 25Q: 3 clusters Score -1140674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1140675.250000 Penalty: 896.889160
	Iteration 26Q: 3 clusters Score -1140675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1140674.875000 Penalty: 896.889160
	Iteration 27Q: 3 clusters Score -1140675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1140673.875000 Penalty: 896.889160
	Iteration 28Q: 3 clusters Score -1140674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1140673.875000 Penalty: 896.889160
	Iteration 29F: 3 clusters Score -1140674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8348.459961 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8348.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8083.605469 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8083.605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8178.964355 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8178.964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8236.371094 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -8236.371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8277.433594 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -8277.434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8297.934570 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8297.935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8303.609375 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8303.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8305.141602 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8305.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8307.843750 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8307.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8309.469727 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -8309.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8315.309570 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -8315.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8320.434570 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -8320.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8324.890625 Penalty: 464.641052
	Iteration 11Q: 3 clusters Score -8324.891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8324.890625 Penalty: 464.641052
	Iteration 12F: 3 clusters Score -8324.891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Entering Unmasked Estep 
Score: -8667662.000000 Penalty: 540.614136
	Iteration 0F: 2 clusters Score -8667662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -8574666.000000 Penalty: 1081.228271
	Iteration 0F: 3 clusters Score -8574666 nChanged 70759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -8617431.000000 Penalty: 1081.228271
	Iteration 1F: 3 clusters Score -8617431 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -8619225.000000 Penalty: 1081.228271
	Iteration 2Q: 3 clusters Score -8619225 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -8622808.000000 Penalty: 1081.228271
	Iteration 3Q: 3 clusters Score -8622808 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -8629273.000000 Penalty: 1081.228271
	Iteration 4F: 3 clusters Score -8629273 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -8638626.000000 Penalty: 1081.228271
	Iteration 5F: 3 clusters Score -8638626 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -8649108.000000 Penalty: 1081.228271
	Iteration 6F: 3 clusters Score -8649108 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
Score: -8656939.000000 Penalty: 1081.228271
	Iteration 7F: 3 clusters Score -8656939 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -8661684.000000 Penalty: 1081.228271
	Iteration 8Q: 3 clusters Score -8661684 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 140591 members 
Entering Unmasked Estep 
Score: -8664209.000000 Penalty: 1081.228271
	Iteration 9Q: 3 clusters Score -8664209 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -8665517.000000 Penalty: 1081.228271
	Iteration 10Q: 3 clusters Score -8665517 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -8666184.000000 Penalty: 1081.228271
	Iteration 11Q: 3 clusters Score -8666184 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 143693 members 
Entering Unmasked Estep 
Score: -8666606.000000 Penalty: 1081.228271
	Iteration 12Q: 3 clusters Score -8666606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -8666806.000000 Penalty: 1081.228271
	Iteration 13Q: 3 clusters Score -8666806 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 144123 members 
Entering Unmasked Estep 
Score: -8666919.000000 Penalty: 1081.228271
	Iteration 14Q: 3 clusters Score -8666919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -8666985.000000 Penalty: 1081.228271
	Iteration 15Q: 3 clusters Score -8666985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144275 members 
Entering Unmasked Estep 
Score: -8667029.000000 Penalty: 1081.228271
	Iteration 16Q: 3 clusters Score -8667029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 144313 members 
Entering Unmasked Estep 
Score: -8667060.000000 Penalty: 1081.228271
	Iteration 17Q: 3 clusters Score -8667060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -8667071.000000 Penalty: 1081.228271
	Iteration 18Q: 3 clusters Score -8667071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -8667096.000000 Penalty: 1081.228271
	Iteration 19Q: 3 clusters Score -8667096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -8667113.000000 Penalty: 1081.228271
	Iteration 20F: 3 clusters Score -8667113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -8667118.000000 Penalty: 1081.228271
	Iteration 21Q: 3 clusters Score -8667118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -8667130.000000 Penalty: 1081.228271
	Iteration 22Q: 3 clusters Score -8667130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -8667145.000000 Penalty: 1081.228271
	Iteration 23Q: 3 clusters Score -8667145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -8667149.000000 Penalty: 1081.228271
	Iteration 24Q: 3 clusters Score -8667149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -8667163.000000 Penalty: 1081.228271
	Iteration 25Q: 3 clusters Score -8667163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144412 members 
Entering Unmasked Estep 
Score: -8667169.000000 Penalty: 1081.228271
	Iteration 26Q: 3 clusters Score -8667169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -8667177.000000 Penalty: 1081.228271
	Iteration 27Q: 3 clusters Score -8667177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -8667179.000000 Penalty: 1081.228271
	Iteration 28Q: 3 clusters Score -8667179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -8667183.000000 Penalty: 1081.228271
	Iteration 29Q: 3 clusters Score -8667183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -8667191.000000 Penalty: 1081.228271
	Iteration 30Q: 3 clusters Score -8667191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 144414 members 
Entering Unmasked Estep 
Score: -8667186.000000 Penalty: 1081.228271
	Iteration 31Q: 3 clusters Score -8667186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -8667187.000000 Penalty: 1081.228271
	Iteration 32Q: 3 clusters Score -8667187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -8667187.000000 Penalty: 1081.228271
	Iteration 33F: 3 clusters Score -8667187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -60821.402344 Penalty: 317.423828
	Iteration 0F: 2 clusters Score -60821.4 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 544 members 
Entering Unmasked Estep 
Score: -59972.468750 Penalty: 634.847656
	Iteration 0F: 3 clusters Score -59972.47 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60215.449219 Penalty: 634.847656
	Iteration 1F: 3 clusters Score -60215.45 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60285.144531 Penalty: 634.847656
	Iteration 2F: 3 clusters Score -60285.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60316.445312 Penalty: 634.847656
	Iteration 3F: 3 clusters Score -60316.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60342.222656 Penalty: 634.847656
	Iteration 4Q: 3 clusters Score -60342.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60361.558594 Penalty: 634.847656
	Iteration 5Q: 3 clusters Score -60361.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60376.109375 Penalty: 634.847656
	Iteration 6Q: 3 clusters Score -60376.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -60388.738281 Penalty: 634.847656
	Iteration 7Q: 3 clusters Score -60388.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60395.753906 Penalty: 634.847656
	Iteration 8Q: 3 clusters Score -60395.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60401.539062 Penalty: 634.847656
	Iteration 9Q: 3 clusters Score -60401.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60404.632812 Penalty: 634.847656
	Iteration 10Q: 3 clusters Score -60404.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60406.292969 Penalty: 634.847656
	Iteration 11Q: 3 clusters Score -60406.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60407.894531 Penalty: 634.847656
	Iteration 12Q: 3 clusters Score -60407.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60409.429688 Penalty: 634.847656
	Iteration 13Q: 3 clusters Score -60409.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60413.054688 Penalty: 634.847656
	Iteration 14Q: 3 clusters Score -60413.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60417.433594 Penalty: 634.847656
	Iteration 15Q: 3 clusters Score -60417.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60424.691406 Penalty: 634.847656
	Iteration 16Q: 3 clusters Score -60424.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60430.410156 Penalty: 634.847656
	Iteration 17Q: 3 clusters Score -60430.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60433.488281 Penalty: 634.847656
	Iteration 18Q: 3 clusters Score -60433.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60434.832031 Penalty: 634.847656
	Iteration 19Q: 3 clusters Score -60434.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60436.214844 Penalty: 634.847656
	Iteration 20F: 3 clusters Score -60436.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60437.089844 Penalty: 634.847656
	Iteration 21Q: 3 clusters Score -60437.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -60438.144531 Penalty: 634.847656
	Iteration 22Q: 3 clusters Score -60438.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60439.687500 Penalty: 634.847656
	Iteration 23Q: 3 clusters Score -60439.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60443.261719 Penalty: 634.847656
	Iteration 24Q: 3 clusters Score -60443.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60445.015625 Penalty: 634.847656
	Iteration 25Q: 3 clusters Score -60445.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60445.886719 Penalty: 634.847656
	Iteration 26Q: 3 clusters Score -60445.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60446.679688 Penalty: 634.847656
	Iteration 27Q: 3 clusters Score -60446.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60446.679688 Penalty: 634.847656
	Iteration 28F: 3 clusters Score -60446.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -83369.898438 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83369.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -83801.546875 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83801.55 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83948.062500 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -83948.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84055.085938 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -84055.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84154.539062 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84154.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84236.976562 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84236.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84338.218750 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84338.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84378.718750 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84378.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84400.984375 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84400.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84412.890625 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84412.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84415.679688 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84415.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84416.187500 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84416.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84416.460938 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84416.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84416.976562 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84416.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84420.648438 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84420.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84426.718750 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84426.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84430.757812 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84430.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84433.093750 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -84433.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84434.648438 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -84434.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84437.570312 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -84437.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84438.960938 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -84438.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84440.320312 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -84440.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84441.007812 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -84441.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84441.007812 Penalty: 658.441345
	Iteration 23F: 3 clusters Score -84441.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1068 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 320 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208904.000000 Penalty: 54124.761719
Splitting cluster 22 changes total score from -58209184.000000 to -58208904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (112113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Entering Unmasked Estep 
Score: -6746558.500000 Penalty: 529.040405
	Iteration 0F: 2 clusters Score -6746558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -6672729.500000 Penalty: 1058.080811
	Iteration 0F: 3 clusters Score -6672730 nChanged 54677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -6708443.500000 Penalty: 1058.080811
	Iteration 1F: 3 clusters Score -6708444 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -6711528.000000 Penalty: 1058.080811
	Iteration 2Q: 3 clusters Score -6711528 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -6716307.500000 Penalty: 1058.080811
	Iteration 3F: 3 clusters Score -6716308 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -6722848.000000 Penalty: 1058.080811
	Iteration 4F: 3 clusters Score -6722848 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -6728179.500000 Penalty: 1058.080811
	Iteration 5F: 3 clusters Score -6728180 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -6730650.500000 Penalty: 1058.080811
	Iteration 6F: 3 clusters Score -6730650 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -6731415.000000 Penalty: 1058.080811
	Iteration 7Q: 3 clusters Score -6731415 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -6731878.000000 Penalty: 1058.080811
	Iteration 8Q: 3 clusters Score -6731878 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -6732347.500000 Penalty: 1058.080811
	Iteration 9Q: 3 clusters Score -6732348 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -6732823.500000 Penalty: 1058.080811
	Iteration 10Q: 3 clusters Score -6732824 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -6733291.500000 Penalty: 1058.080811
	Iteration 11Q: 3 clusters Score -6733292 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -6733782.000000 Penalty: 1058.080811
	Iteration 12Q: 3 clusters Score -6733782 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -6734213.500000 Penalty: 1058.080811
	Iteration 13Q: 3 clusters Score -6734214 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -6734781.000000 Penalty: 1058.080811
	Iteration 14Q: 3 clusters Score -6734781 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -6735295.500000 Penalty: 1058.080811
	Iteration 15Q: 3 clusters Score -6735296 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -6735859.500000 Penalty: 1058.080811
	Iteration 16Q: 3 clusters Score -6735860 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -6736448.500000 Penalty: 1058.080811
	Iteration 17Q: 3 clusters Score -6736448 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -6737080.500000 Penalty: 1058.080811
	Iteration 18Q: 3 clusters Score -6737080 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -6737791.500000 Penalty: 1058.080811
	Iteration 19Q: 3 clusters Score -6737792 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -6738421.000000 Penalty: 1058.080811
	Iteration 20F: 3 clusters Score -6738421 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -6739137.500000 Penalty: 1058.080811
	Iteration 21Q: 3 clusters Score -6739138 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -6739851.000000 Penalty: 1058.080811
	Iteration 22Q: 3 clusters Score -6739851 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -6740486.500000 Penalty: 1058.080811
	Iteration 23Q: 3 clusters Score -6740486 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -6741081.500000 Penalty: 1058.080811
	Iteration 24Q: 3 clusters Score -6741082 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -6741665.000000 Penalty: 1058.080811
	Iteration 25Q: 3 clusters Score -6741665 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -6742222.500000 Penalty: 1058.080811
	Iteration 26Q: 3 clusters Score -6742222 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -6742710.000000 Penalty: 1058.080811
	Iteration 27Q: 3 clusters Score -6742710 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -6743180.500000 Penalty: 1058.080811
	Iteration 28Q: 3 clusters Score -6743180 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -6743654.000000 Penalty: 1058.080811
	Iteration 29Q: 3 clusters Score -6743654 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -6744037.000000 Penalty: 1058.080811
	Iteration 30Q: 3 clusters Score -6744037 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -6744366.500000 Penalty: 1058.080811
	Iteration 31Q: 3 clusters Score -6744366 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -6744643.000000 Penalty: 1058.080811
	Iteration 32Q: 3 clusters Score -6744643 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -6744897.000000 Penalty: 1058.080811
	Iteration 33Q: 3 clusters Score -6744897 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -6745148.000000 Penalty: 1058.080811
	Iteration 34Q: 3 clusters Score -6745148 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -6745351.500000 Penalty: 1058.080811
	Iteration 35Q: 3 clusters Score -6745352 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -6745520.000000 Penalty: 1058.080811
	Iteration 36Q: 3 clusters Score -6745520 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -6745641.500000 Penalty: 1058.080811
	Iteration 37Q: 3 clusters Score -6745642 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -6745737.500000 Penalty: 1058.080811
	Iteration 38Q: 3 clusters Score -6745738 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -6745806.000000 Penalty: 1058.080811
	Iteration 39Q: 3 clusters Score -6745806 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -6745884.000000 Penalty: 1058.080811
	Iteration 40F: 3 clusters Score -6745884 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -6745948.000000 Penalty: 1058.080811
	Iteration 41Q: 3 clusters Score -6745948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -6745986.000000 Penalty: 1058.080811
	Iteration 42Q: 3 clusters Score -6745986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -6746003.500000 Penalty: 1058.080811
	Iteration 43Q: 3 clusters Score -6746004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -6746038.000000 Penalty: 1058.080811
	Iteration 44Q: 3 clusters Score -6746038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -6746062.000000 Penalty: 1058.080811
	Iteration 45Q: 3 clusters Score -6746062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -6746082.500000 Penalty: 1058.080811
	Iteration 46Q: 3 clusters Score -6746082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -6746102.000000 Penalty: 1058.080811
	Iteration 47Q: 3 clusters Score -6746102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -6746114.500000 Penalty: 1058.080811
	Iteration 48Q: 3 clusters Score -6746114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -6746154.000000 Penalty: 1058.080811
	Iteration 49Q: 3 clusters Score -6746154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -6746170.000000 Penalty: 1058.080811
	Iteration 50Q: 3 clusters Score -6746170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -6746181.000000 Penalty: 1058.080811
	Iteration 51Q: 3 clusters Score -6746181 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -6746203.000000 Penalty: 1058.080811
	Iteration 52Q: 3 clusters Score -6746203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -6746208.000000 Penalty: 1058.080811
	Iteration 53Q: 3 clusters Score -6746208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -6746216.000000 Penalty: 1058.080811
	Iteration 54Q: 3 clusters Score -6746216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -6746236.000000 Penalty: 1058.080811
	Iteration 55Q: 3 clusters Score -6746236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -6746250.000000 Penalty: 1058.080811
	Iteration 56Q: 3 clusters Score -6746250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -6746271.500000 Penalty: 1058.080811
	Iteration 57Q: 3 clusters Score -6746272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -6746276.000000 Penalty: 1058.080811
	Iteration 58Q: 3 clusters Score -6746276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -6746274.000000 Penalty: 1058.080811
	Iteration 59Q: 3 clusters Score -6746274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -6746260.500000 Penalty: 1058.080811
	Iteration 60F: 3 clusters Score -6746260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -6746260.000000 Penalty: 1058.080811
	Iteration 61Q: 3 clusters Score -6746260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -6746262.000000 Penalty: 1058.080811
	Iteration 62Q: 3 clusters Score -6746262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -6746260.500000 Penalty: 1058.080811
	Iteration 63Q: 3 clusters Score -6746260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -6746270.000000 Penalty: 1058.080811
	Iteration 64Q: 3 clusters Score -6746270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -6746268.500000 Penalty: 1058.080811
	Iteration 65Q: 3 clusters Score -6746268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -6746265.000000 Penalty: 1058.080811
	Iteration 66Q: 3 clusters Score -6746265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -6746262.500000 Penalty: 1058.080811
	Iteration 67Q: 3 clusters Score -6746262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -6746265.500000 Penalty: 1058.080811
	Iteration 68Q: 3 clusters Score -6746266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -6746266.000000 Penalty: 1058.080811
	Iteration 69Q: 3 clusters Score -6746266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 109197 members 
Entering Unmasked Estep 
Score: -6746267.500000 Penalty: 1058.080811
	Iteration 70Q: 3 clusters Score -6746268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -6746264.500000 Penalty: 1058.080811
	Iteration 71Q: 3 clusters Score -6746264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -6746263.000000 Penalty: 1058.080811
	Iteration 72Q: 3 clusters Score -6746263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -6746259.500000 Penalty: 1058.080811
	Iteration 73Q: 3 clusters Score -6746260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -6746258.500000 Penalty: 1058.080811
	Iteration 74Q: 3 clusters Score -6746258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -6746255.000000 Penalty: 1058.080811
	Iteration 75Q: 3 clusters Score -6746255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -6746258.000000 Penalty: 1058.080811
	Iteration 76Q: 3 clusters Score -6746258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -6746254.500000 Penalty: 1058.080811
	Iteration 77Q: 3 clusters Score -6746254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -6746248.000000 Penalty: 1058.080811
	Iteration 78Q: 3 clusters Score -6746248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -6746256.000000 Penalty: 1058.080811
	Iteration 79Q: 3 clusters Score -6746256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -6746258.000000 Penalty: 1058.080811
	Iteration 80F: 3 clusters Score -6746258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -6746255.500000 Penalty: 1058.080811
	Iteration 81Q: 3 clusters Score -6746256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -6746251.500000 Penalty: 1058.080811
	Iteration 82Q: 3 clusters Score -6746252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -6746258.000000 Penalty: 1058.080811
	Iteration 83Q: 3 clusters Score -6746258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -6746256.000000 Penalty: 1058.080811
	Iteration 84Q: 3 clusters Score -6746256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -6746257.500000 Penalty: 1058.080811
	Iteration 85Q: 3 clusters Score -6746258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -6746251.000000 Penalty: 1058.080811
	Iteration 86Q: 3 clusters Score -6746251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -6746256.500000 Penalty: 1058.080811
	Iteration 87Q: 3 clusters Score -6746256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -6746267.500000 Penalty: 1058.080811
	Iteration 88Q: 3 clusters Score -6746268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 109398 members 
Entering Unmasked Estep 
Score: -6746267.500000 Penalty: 1058.080811
	Iteration 89Q: 3 clusters Score -6746268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -6746267.000000 Penalty: 1058.080811
	Iteration 90Q: 3 clusters Score -6746267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 109415 members 
Entering Unmasked Estep 
Score: -6746262.500000 Penalty: 1058.080811
	Iteration 91Q: 3 clusters Score -6746262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -6746266.500000 Penalty: 1058.080811
	Iteration 92Q: 3 clusters Score -6746266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -6746266.500000 Penalty: 1058.080811
	Iteration 93Q: 3 clusters Score -6746266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -6746264.500000 Penalty: 1058.080811
	Iteration 94Q: 3 clusters Score -6746264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 109444 members 
Entering Unmasked Estep 
Score: -6746268.500000 Penalty: 1058.080811
	Iteration 95Q: 3 clusters Score -6746268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -6746272.500000 Penalty: 1058.080811
	Iteration 96Q: 3 clusters Score -6746272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -6746264.000000 Penalty: 1058.080811
	Iteration 97Q: 3 clusters Score -6746264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -6746267.500000 Penalty: 1058.080811
	Iteration 98Q: 3 clusters Score -6746268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 109502 members 
Entering Unmasked Estep 
Score: -6746265.000000 Penalty: 1058.080811
	Iteration 99Q: 3 clusters Score -6746265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -6746261.500000 Penalty: 1058.080811
	Iteration 100F: 3 clusters Score -6746262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -6746266.000000 Penalty: 1058.080811
	Iteration 101Q: 3 clusters Score -6746266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -6746266.000000 Penalty: 1058.080811
	Iteration 102Q: 3 clusters Score -6746266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -6746266.000000 Penalty: 1058.080811
	Iteration 103F: 3 clusters Score -6746266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14679.221680 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14679.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14754.987305 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14754.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14781.231445 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14781.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14800.604492 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14822.943359 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14822.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14830.851562 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14830.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14830.851562 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -14830.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -47193.324219 Penalty: 303.519867
	Iteration 0F: 2 clusters Score -47193.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46524.582031 Penalty: 607.039734
	Iteration 0F: 3 clusters Score -46524.58 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46735.144531 Penalty: 607.039734
	Iteration 1F: 3 clusters Score -46735.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46778.300781 Penalty: 607.039734
	Iteration 2F: 3 clusters Score -46778.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -46803.687500 Penalty: 607.039734
	Iteration 3Q: 3 clusters Score -46803.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -46819.019531 Penalty: 607.039734
	Iteration 4Q: 3 clusters Score -46819.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -46829.652344 Penalty: 607.039734
	Iteration 5Q: 3 clusters Score -46829.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46836.410156 Penalty: 607.039734
	Iteration 6Q: 3 clusters Score -46836.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -46848.976562 Penalty: 607.039734
	Iteration 7Q: 3 clusters Score -46848.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -46862.609375 Penalty: 607.039734
	Iteration 8Q: 3 clusters Score -46862.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -46873.207031 Penalty: 607.039734
	Iteration 9Q: 3 clusters Score -46873.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -46878.406250 Penalty: 607.039734
	Iteration 10Q: 3 clusters Score -46878.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46879.855469 Penalty: 607.039734
	Iteration 11Q: 3 clusters Score -46879.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -46881.003906 Penalty: 607.039734
	Iteration 12Q: 3 clusters Score -46881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -46884.007812 Penalty: 607.039734
	Iteration 13Q: 3 clusters Score -46884.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -46884.503906 Penalty: 607.039734
	Iteration 14Q: 3 clusters Score -46884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -46886.691406 Penalty: 607.039734
	Iteration 15Q: 3 clusters Score -46886.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -46893.343750 Penalty: 607.039734
	Iteration 16Q: 3 clusters Score -46893.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -46900.078125 Penalty: 607.039734
	Iteration 17Q: 3 clusters Score -46900.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -46904.046875 Penalty: 607.039734
	Iteration 18Q: 3 clusters Score -46904.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -46905.800781 Penalty: 607.039734
	Iteration 19Q: 3 clusters Score -46905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46908.808594 Penalty: 607.039734
	Iteration 20F: 3 clusters Score -46908.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46911.492188 Penalty: 607.039734
	Iteration 21Q: 3 clusters Score -46911.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -46917.343750 Penalty: 607.039734
	Iteration 22Q: 3 clusters Score -46917.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -46920.113281 Penalty: 607.039734
	Iteration 23Q: 3 clusters Score -46920.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -46920.601562 Penalty: 607.039734
	Iteration 24Q: 3 clusters Score -46920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -46923.921875 Penalty: 607.039734
	Iteration 25Q: 3 clusters Score -46923.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -46925.027344 Penalty: 607.039734
	Iteration 26Q: 3 clusters Score -46925.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -46925.027344 Penalty: 607.039734
	Iteration 27F: 3 clusters Score -46925.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -23983.314453 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -23983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23629.218750 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -23629.22 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23965.919922 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -23965.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24157.958984 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -24157.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24237.742188 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -24237.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24243.496094 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -24243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24247.275391 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -24247.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24250.748047 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -24250.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24253.949219 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -24253.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24256.478516 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -24256.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24256.691406 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -24256.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24257.451172 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -24257.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24258.060547 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -24258.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24258.060547 Penalty: 546.802002
	Iteration 12F: 3 clusters Score -24258.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 211 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58209116.000000 Penalty: 54124.761719
Splitting cluster 26 changes total score from -58209184.000000 to -58209116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13493.845703 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -13493.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13214.475586 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -13214.48 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13447.313477 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -13447.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13508.513672 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -13508.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13568.067383 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -13568.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13596.537109 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -13596.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13620.939453 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -13620.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13654.684570 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -13654.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13675.600586 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -13675.6 nChanged 6
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: -13700.330078 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -13700.33 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: -13710.357422 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -13710.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13711.804688 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -13711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13711.804688 Penalty: 513.413574
	Iteration 11F: 3 clusters Score -13711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 128 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 154 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208980.000000 Penalty: 54124.761719
Splitting cluster 27 changes total score from -58209184.000000 to -58208980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -339403.031250 Penalty: 393.709106
	Iteration 0F: 2 clusters Score -339403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -335534.437500 Penalty: 787.418213
	Iteration 0F: 3 clusters Score -335534.4 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -337150.156250 Penalty: 787.418213
	Iteration 1F: 3 clusters Score -337150.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -337449.000000 Penalty: 787.418213
	Iteration 2F: 3 clusters Score -337449 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -337812.531250 Penalty: 787.418213
	Iteration 3F: 3 clusters Score -337812.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338174.968750 Penalty: 787.418213
	Iteration 4F: 3 clusters Score -338175 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338492.343750 Penalty: 787.418213
	Iteration 5F: 3 clusters Score -338492.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -338671.062500 Penalty: 787.418213
	Iteration 6Q: 3 clusters Score -338671.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -338830.093750 Penalty: 787.418213
	Iteration 7Q: 3 clusters Score -338830.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -338939.312500 Penalty: 787.418213
	Iteration 8Q: 3 clusters Score -338939.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -338989.656250 Penalty: 787.418213
	Iteration 9Q: 3 clusters Score -338989.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -339022.500000 Penalty: 787.418213
	Iteration 10Q: 3 clusters Score -339022.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -339048.218750 Penalty: 787.418213
	Iteration 11Q: 3 clusters Score -339048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -339058.312500 Penalty: 787.418213
	Iteration 12Q: 3 clusters Score -339058.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -339063.250000 Penalty: 787.418213
	Iteration 13Q: 3 clusters Score -339063.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -339069.781250 Penalty: 787.418213
	Iteration 14Q: 3 clusters Score -339069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -339077.531250 Penalty: 787.418213
	Iteration 15Q: 3 clusters Score -339077.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -339080.843750 Penalty: 787.418213
	Iteration 16Q: 3 clusters Score -339080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -339083.375000 Penalty: 787.418213
	Iteration 17Q: 3 clusters Score -339083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -339086.812500 Penalty: 787.418213
	Iteration 18Q: 3 clusters Score -339086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -339088.125000 Penalty: 787.418213
	Iteration 19Q: 3 clusters Score -339088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -339089.750000 Penalty: 787.418213
	Iteration 20F: 3 clusters Score -339089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -339090.718750 Penalty: 787.418213
	Iteration 21Q: 3 clusters Score -339090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -339090.750000 Penalty: 787.418213
	Iteration 22Q: 3 clusters Score -339090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -339091.062500 Penalty: 787.418213
	Iteration 23Q: 3 clusters Score -339091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -339091.718750 Penalty: 787.418213
	Iteration 24Q: 3 clusters Score -339091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -339093.718750 Penalty: 787.418213
	Iteration 25Q: 3 clusters Score -339093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -339095.156250 Penalty: 787.418213
	Iteration 26Q: 3 clusters Score -339095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -339095.093750 Penalty: 787.418213
	Iteration 27Q: 3 clusters Score -339095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -339095.875000 Penalty: 787.418213
	Iteration 28Q: 3 clusters Score -339095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -339096.593750 Penalty: 787.418213
	Iteration 29Q: 3 clusters Score -339096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -339097.406250 Penalty: 787.418213
	Iteration 30Q: 3 clusters Score -339097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -339097.406250 Penalty: 787.418213
	Iteration 31F: 3 clusters Score -339097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129157 members 
Entering Unmasked Estep 
Score: -7605864.000000 Penalty: 535.479675
	Iteration 0F: 2 clusters Score -7605864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -7519058.500000 Penalty: 1070.959351
	Iteration 0F: 3 clusters Score -7519058 nChanged 63053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -7558629.000000 Penalty: 1070.959351
	Iteration 1F: 3 clusters Score -7558629 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7562276.000000 Penalty: 1070.959351
	Iteration 2Q: 3 clusters Score -7562276 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7568121.000000 Penalty: 1070.959351
	Iteration 3F: 3 clusters Score -7568121 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -7575753.000000 Penalty: 1070.959351
	Iteration 4F: 3 clusters Score -7575753 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -7583581.500000 Penalty: 1070.959351
	Iteration 5F: 3 clusters Score -7583582 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -7588377.500000 Penalty: 1070.959351
	Iteration 6F: 3 clusters Score -7588378 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7590631.500000 Penalty: 1070.959351
	Iteration 7Q: 3 clusters Score -7590632 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -7591992.500000 Penalty: 1070.959351
	Iteration 8Q: 3 clusters Score -7591992 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -7593357.500000 Penalty: 1070.959351
	Iteration 9Q: 3 clusters Score -7593358 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7594647.500000 Penalty: 1070.959351
	Iteration 10Q: 3 clusters Score -7594648 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7596097.000000 Penalty: 1070.959351
	Iteration 11Q: 3 clusters Score -7596097 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7597534.000000 Penalty: 1070.959351
	Iteration 12Q: 3 clusters Score -7597534 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -7598878.500000 Penalty: 1070.959351
	Iteration 13Q: 3 clusters Score -7598878 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -7600128.000000 Penalty: 1070.959351
	Iteration 14Q: 3 clusters Score -7600128 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -7601267.500000 Penalty: 1070.959351
	Iteration 15Q: 3 clusters Score -7601268 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117861 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -7602166.000000 Penalty: 1070.959351
	Iteration 16Q: 3 clusters Score -7602166 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -7602950.500000 Penalty: 1070.959351
	Iteration 17Q: 3 clusters Score -7602950 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -7603587.500000 Penalty: 1070.959351
	Iteration 18Q: 3 clusters Score -7603588 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122044 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -7604072.000000 Penalty: 1070.959351
	Iteration 19Q: 3 clusters Score -7604072 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7604444.000000 Penalty: 1070.959351
	Iteration 20F: 3 clusters Score -7604444 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7604796.500000 Penalty: 1070.959351
	Iteration 21Q: 3 clusters Score -7604796 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -7605078.500000 Penalty: 1070.959351
	Iteration 22Q: 3 clusters Score -7605078 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7605240.000000 Penalty: 1070.959351
	Iteration 23Q: 3 clusters Score -7605240 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7605398.000000 Penalty: 1070.959351
	Iteration 24Q: 3 clusters Score -7605398 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126228 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7605481.000000 Penalty: 1070.959351
	Iteration 25Q: 3 clusters Score -7605481 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7605565.500000 Penalty: 1070.959351
	Iteration 26Q: 3 clusters Score -7605566 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7605610.000000 Penalty: 1070.959351
	Iteration 27Q: 3 clusters Score -7605610 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7605630.000000 Penalty: 1070.959351
	Iteration 28Q: 3 clusters Score -7605630 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7605660.500000 Penalty: 1070.959351
	Iteration 29Q: 3 clusters Score -7605660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7605696.500000 Penalty: 1070.959351
	Iteration 30Q: 3 clusters Score -7605696 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7605719.000000 Penalty: 1070.959351
	Iteration 31Q: 3 clusters Score -7605719 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127654 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7605755.500000 Penalty: 1070.959351
	Iteration 32Q: 3 clusters Score -7605756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7605743.000000 Penalty: 1070.959351
	Iteration 33Q: 3 clusters Score -7605743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7605750.500000 Penalty: 1070.959351
	Iteration 34Q: 3 clusters Score -7605750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7605755.000000 Penalty: 1070.959351
	Iteration 35Q: 3 clusters Score -7605755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127968 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7605745.000000 Penalty: 1070.959351
	Iteration 36Q: 3 clusters Score -7605745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7605736.000000 Penalty: 1070.959351
	Iteration 37Q: 3 clusters Score -7605736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7605745.000000 Penalty: 1070.959351
	Iteration 38Q: 3 clusters Score -7605745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128104 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7605732.000000 Penalty: 1070.959351
	Iteration 39Q: 3 clusters Score -7605732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128133 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7605734.000000 Penalty: 1070.959351
	Iteration 40F: 3 clusters Score -7605734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7605737.500000 Penalty: 1070.959351
	Iteration 41Q: 3 clusters Score -7605738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7605727.000000 Penalty: 1070.959351
	Iteration 42Q: 3 clusters Score -7605727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128188 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7605743.500000 Penalty: 1070.959351
	Iteration 43Q: 3 clusters Score -7605744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7605748.000000 Penalty: 1070.959351
	Iteration 44Q: 3 clusters Score -7605748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7605739.000000 Penalty: 1070.959351
	Iteration 45Q: 3 clusters Score -7605739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7605746.500000 Penalty: 1070.959351
	Iteration 46Q: 3 clusters Score -7605746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7605745.000000 Penalty: 1070.959351
	Iteration 47Q: 3 clusters Score -7605745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7605746.500000 Penalty: 1070.959351
	Iteration 48Q: 3 clusters Score -7605746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7605751.000000 Penalty: 1070.959351
	Iteration 49Q: 3 clusters Score -7605751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128239 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7605744.500000 Penalty: 1070.959351
	Iteration 50Q: 3 clusters Score -7605744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7605746.500000 Penalty: 1070.959351
	Iteration 51Q: 3 clusters Score -7605746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7605746.000000 Penalty: 1070.959351
	Iteration 52Q: 3 clusters Score -7605746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7605752.500000 Penalty: 1070.959351
	Iteration 53Q: 3 clusters Score -7605752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128257 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7605745.500000 Penalty: 1070.959351
	Iteration 54Q: 3 clusters Score -7605746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128263 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7605742.000000 Penalty: 1070.959351
	Iteration 55Q: 3 clusters Score -7605742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7605749.500000 Penalty: 1070.959351
	Iteration 56Q: 3 clusters Score -7605750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7605744.500000 Penalty: 1070.959351
	Iteration 57Q: 3 clusters Score -7605744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7605743.000000 Penalty: 1070.959351
	Iteration 58Q: 3 clusters Score -7605743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128282 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7605743.000000 Penalty: 1070.959351
	Iteration 59Q: 3 clusters Score -7605743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7605743.500000 Penalty: 1070.959351
	Iteration 60F: 3 clusters Score -7605744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7605745.000000 Penalty: 1070.959351
	Iteration 61Q: 3 clusters Score -7605745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7605747.500000 Penalty: 1070.959351
	Iteration 62Q: 3 clusters Score -7605748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7605744.000000 Penalty: 1070.959351
	Iteration 63Q: 3 clusters Score -7605744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7605746.000000 Penalty: 1070.959351
	Iteration 64Q: 3 clusters Score -7605746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7605746.000000 Penalty: 1070.959351
	Iteration 65F: 3 clusters Score -7605746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -23462.789062 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -23462.79 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 208 members 
Entering Unmasked Estep 
Score: -23059.615234 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -23059.62 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23220.664062 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -23220.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23266.484375 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -23266.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23295.679688 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -23295.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23317.335938 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -23317.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23355.751953 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -23355.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23358.732422 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -23358.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23360.261719 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -23360.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23360.677734 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -23360.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23360.677734 Penalty: 549.879639
	Iteration 9F: 3 clusters Score -23360.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (112796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112796 members 
Entering Unmasked Estep 
Score: -6794216.000000 Penalty: 529.316772
	Iteration 0F: 2 clusters Score -6794216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -6718199.500000 Penalty: 1058.633545
	Iteration 0F: 3 clusters Score -6718200 nChanged 55113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6751694.000000 Penalty: 1058.633545
	Iteration 1F: 3 clusters Score -6751694 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6753281.500000 Penalty: 1058.633545
	Iteration 2Q: 3 clusters Score -6753282 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -6755824.500000 Penalty: 1058.633545
	Iteration 3Q: 3 clusters Score -6755824 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -6759929.000000 Penalty: 1058.633545
	Iteration 4F: 3 clusters Score -6759929 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -6765271.000000 Penalty: 1058.633545
	Iteration 5F: 3 clusters Score -6765271 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -6770680.500000 Penalty: 1058.633545
	Iteration 6F: 3 clusters Score -6770680 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -6774895.500000 Penalty: 1058.633545
	Iteration 7F: 3 clusters Score -6774896 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6777659.500000 Penalty: 1058.633545
	Iteration 8Q: 3 clusters Score -6777660 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -6779394.500000 Penalty: 1058.633545
	Iteration 9Q: 3 clusters Score -6779394 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -6780732.500000 Penalty: 1058.633545
	Iteration 10Q: 3 clusters Score -6780732 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -6782101.500000 Penalty: 1058.633545
	Iteration 11Q: 3 clusters Score -6782102 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -6783530.000000 Penalty: 1058.633545
	Iteration 12Q: 3 clusters Score -6783530 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -6785207.000000 Penalty: 1058.633545
	Iteration 13Q: 3 clusters Score -6785207 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -6786910.000000 Penalty: 1058.633545
	Iteration 14Q: 3 clusters Score -6786910 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6788678.000000 Penalty: 1058.633545
	Iteration 15Q: 3 clusters Score -6788678 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108158 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6790275.500000 Penalty: 1058.633545
	Iteration 16Q: 3 clusters Score -6790276 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6791515.000000 Penalty: 1058.633545
	Iteration 17Q: 3 clusters Score -6791515 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6792471.000000 Penalty: 1058.633545
	Iteration 18Q: 3 clusters Score -6792471 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6793058.000000 Penalty: 1058.633545
	Iteration 19Q: 3 clusters Score -6793058 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6793392.000000 Penalty: 1058.633545
	Iteration 20F: 3 clusters Score -6793392 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6793567.500000 Penalty: 1058.633545
	Iteration 21Q: 3 clusters Score -6793568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6793663.000000 Penalty: 1058.633545
	Iteration 22Q: 3 clusters Score -6793663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6793704.500000 Penalty: 1058.633545
	Iteration 23Q: 3 clusters Score -6793704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6793721.000000 Penalty: 1058.633545
	Iteration 24Q: 3 clusters Score -6793721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6793733.000000 Penalty: 1058.633545
	Iteration 25Q: 3 clusters Score -6793733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6793751.500000 Penalty: 1058.633545
	Iteration 26Q: 3 clusters Score -6793752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6793751.000000 Penalty: 1058.633545
	Iteration 27Q: 3 clusters Score -6793751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6793752.500000 Penalty: 1058.633545
	Iteration 28Q: 3 clusters Score -6793752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6793752.500000 Penalty: 1058.633545
	Iteration 29F: 3 clusters Score -6793752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -127829.250000 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -127829.2 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 1053 members 
Entering Unmasked Estep 
Score: -126342.078125 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -126342.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -126945.210938 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -126945.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127058.656250 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -127058.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127155.812500 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -127155.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127208.671875 Penalty: 697.070374
	Iteration 4Q: 3 clusters Score -127208.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127229.914062 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -127229.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -127251.867188 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -127251.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127268.000000 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -127268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -127283.250000 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -127283.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -127302.429688 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -127302.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -127318.914062 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -127318.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127330.828125 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -127330.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -127340.078125 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -127340.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -127350.796875 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -127350.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127361.750000 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -127361.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -127369.921875 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -127369.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -127377.421875 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -127377.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -127389.601562 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -127389.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -127406.992188 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -127407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -127422.203125 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -127422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -127436.414062 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -127436.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -127449.984375 Penalty: 697.070374
	Iteration 21Q: 3 clusters Score -127450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127471.039062 Penalty: 697.070374
	Iteration 22Q: 3 clusters Score -127471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127498.539062 Penalty: 697.070374
	Iteration 23Q: 3 clusters Score -127498.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -127516.062500 Penalty: 697.070374
	Iteration 24Q: 3 clusters Score -127516.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127529.226562 Penalty: 697.070374
	Iteration 25Q: 3 clusters Score -127529.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127544.203125 Penalty: 697.070374
	Iteration 26Q: 3 clusters Score -127544.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127557.695312 Penalty: 697.070374
	Iteration 27Q: 3 clusters Score -127557.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -127578.078125 Penalty: 697.070374
	Iteration 28Q: 3 clusters Score -127578.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -127604.921875 Penalty: 697.070374
	Iteration 29Q: 3 clusters Score -127604.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -127632.882812 Penalty: 697.070374
	Iteration 30Q: 3 clusters Score -127632.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -127665.640625 Penalty: 697.070374
	Iteration 31Q: 3 clusters Score -127665.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127689.851562 Penalty: 697.070374
	Iteration 32Q: 3 clusters Score -127689.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -127707.453125 Penalty: 697.070374
	Iteration 33Q: 3 clusters Score -127707.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -127717.773438 Penalty: 697.070374
	Iteration 34Q: 3 clusters Score -127717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -127723.820312 Penalty: 697.070374
	Iteration 35Q: 3 clusters Score -127723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -127734.687500 Penalty: 697.070374
	Iteration 36Q: 3 clusters Score -127734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -127737.171875 Penalty: 697.070374
	Iteration 37Q: 3 clusters Score -127737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127743.578125 Penalty: 697.070374
	Iteration 38Q: 3 clusters Score -127743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127745.218750 Penalty: 697.070374
	Iteration 39Q: 3 clusters Score -127745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -127749.406250 Penalty: 697.070374
	Iteration 40F: 3 clusters Score -127749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -127751.914062 Penalty: 697.070374
	Iteration 41Q: 3 clusters Score -127751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -127753.484375 Penalty: 697.070374
	Iteration 42Q: 3 clusters Score -127753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -127754.015625 Penalty: 697.070374
	Iteration 43Q: 3 clusters Score -127754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -127754.773438 Penalty: 697.070374
	Iteration 44Q: 3 clusters Score -127754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -127755.421875 Penalty: 697.070374
	Iteration 45Q: 3 clusters Score -127755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -127755.898438 Penalty: 697.070374
	Iteration 46Q: 3 clusters Score -127755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -127755.898438 Penalty: 697.070374
	Iteration 47F: 3 clusters Score -127755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34727.675781 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34727.68 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34921.476562 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34921.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35000.078125 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -35000.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35043.882812 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -35043.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35070.621094 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -35070.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35085.585938 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -35085.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35100.585938 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35100.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35106.007812 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35106.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35109.996094 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35112.054688 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35112.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35114.730469 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35114.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35116.179688 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35116.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35117.933594 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35117.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35122.972656 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35122.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35125.953125 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35125.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35126.964844 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35126.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35127.898438 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -35127.9 nChanged 1
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: -35128.292969 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -35128.29 nChanged 0
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: -35128.292969 Penalty: 577.930603
	Iteration 18F: 3 clusters Score -35128.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20002.423828 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20002.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19652.580078 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19652.58 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19737.349609 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19737.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19771.142578 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19771.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19783.664062 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19783.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19798.763672 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19798.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19804.562500 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19804.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19809.843750 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19809.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19815.472656 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19815.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19823.998047 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19838.167969 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19838.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19847.943359 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19847.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19856.529297 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19856.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19860.031250 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19860.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19864.718750 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19864.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19867.492188 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19867.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19869.230469 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -19869.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19870.402344 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -19870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19874.095703 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -19874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19875.458984 Penalty: 522.904541
	Iteration 18Q: 3 clusters Score -19875.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19882.537109 Penalty: 522.904541
	Iteration 19Q: 3 clusters Score -19882.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19886.882812 Penalty: 522.904541
	Iteration 20F: 3 clusters Score -19886.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19889.800781 Penalty: 522.904541
	Iteration 21Q: 3 clusters Score -19889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19889.800781 Penalty: 522.904541
	Iteration 22F: 3 clusters Score -19889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -10396.558594 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -10396.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10071.331055 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -10071.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10177.304688 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -10177.3 nChanged 19
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: -10195.516602 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -10195.52 nChanged 12
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: -10208.712891 Penalty: 520.846252
	Iteration 3Q: 3 clusters Score -10208.71 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: -10219.612305 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -10219.61 nChanged 2
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: -10220.985352 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -10220.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10221.289062 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -10221.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10221.289062 Penalty: 520.846252
	Iteration 7F: 3 clusters Score -10221.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3351.266357 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3351.266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3400.041260 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3400.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3407.882324 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3407.882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3407.882324 Penalty: 381.258575
	Iteration 3F: 3 clusters Score -3407.882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -41423.253906 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -41423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40789.460938 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -40789.46 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40957.398438 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -40957.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40989.632812 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -40989.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41007.308594 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -41007.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41009.781250 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -41009.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41012.992188 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -41012.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41015.207031 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -41015.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41016.578125 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -41016.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41019.058594 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -41019.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41020.531250 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -41020.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41022.664062 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -41022.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41026.460938 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -41026.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -41029.800781 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -41029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -41033.230469 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -41033.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -41035.738281 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -41035.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41040.636719 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -41040.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41043.402344 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -41043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41044.679688 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -41044.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -41044.820312 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -41044.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41044.910156 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -41044.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41045.417969 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -41045.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41046.519531 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -41046.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -41047.113281 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -41047.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41047.726562 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -41047.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41048.097656 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -41048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41048.765625 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -41048.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41049.050781 Penalty: 598.711853
	Iteration 26Q: 3 clusters Score -41049.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41050.031250 Penalty: 598.711853
	Iteration 27Q: 3 clusters Score -41050.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41051.023438 Penalty: 598.711853
	Iteration 28Q: 3 clusters Score -41051.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41052.832031 Penalty: 598.711853
	Iteration 29Q: 3 clusters Score -41052.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41054.953125 Penalty: 598.711853
	Iteration 30Q: 3 clusters Score -41054.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41059.757812 Penalty: 598.711853
	Iteration 31Q: 3 clusters Score -41059.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41063.406250 Penalty: 598.711853
	Iteration 32Q: 3 clusters Score -41063.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -41065.253906 Penalty: 598.711853
	Iteration 33Q: 3 clusters Score -41065.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41065.507812 Penalty: 598.711853
	Iteration 34Q: 3 clusters Score -41065.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -41066.070312 Penalty: 598.711853
	Iteration 35Q: 3 clusters Score -41066.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -41066.070312 Penalty: 598.711853
	Iteration 36F: 3 clusters Score -41066.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10189.701172 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10189.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10272.088867 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10272.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10311.163086 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10311.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10334.454102 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -10334.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10343.627930 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10343.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10347.598633 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10356.058594 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10356.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10357.519531 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10357.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10357.519531 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -10357.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14942.455078 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14942.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15048.532227 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15048.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15070.826172 Penalty: 507.411377
	Iteration 2Q: 3 clusters Score -15070.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15082.459961 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15082.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15087.296875 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15090.247070 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15090.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15093.931641 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15093.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15094.649414 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15094.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15095.201172 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15095.201172 Penalty: 507.411377
	Iteration 9F: 3 clusters Score -15095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11544.355469 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11544.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11616.734375 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11616.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11663.418945 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11663.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11709.025391 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11709.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11762.648438 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -11762.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11784.569336 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11784.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11792.897461 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11802.259766 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11802.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11810.050781 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11810.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11828.107422 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11828.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11833.449219 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -11833.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11834.107422 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -11834.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11835.292969 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -11835.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11835.292969 Penalty: 488.303802
	Iteration 13F: 3 clusters Score -11835.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 80 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208716.000000 Penalty: 54124.761719
Splitting cluster 40 changes total score from -58209184.000000 to -58208716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12391.410156 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12391.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12089.450195 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -12089.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12181.200195 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -12181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12202.721680 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -12202.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12224.123047 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -12224.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12246.696289 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -12246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12252.120117 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -12252.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12258.446289 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -12258.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12261.683594 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -12261.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12263.670898 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -12263.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12264.207031 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -12264.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12264.207031 Penalty: 506.719360
	Iteration 10F: 3 clusters Score -12264.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5769.227539 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5769.228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5582.143555 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5582.144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5654.582031 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5654.582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5667.839844 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -5667.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5679.191895 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5679.192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5699.772949 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5699.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5708.305664 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -5708.306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5726.098633 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -5726.099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5726.098633 Penalty: 426.073944
	Iteration 7F: 3 clusters Score -5726.099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -287088.625000 Penalty: 385.150513
	Iteration 0F: 2 clusters Score -287088.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -283874.281250 Penalty: 770.301025
	Iteration 0F: 3 clusters Score -283874.3 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -285006.500000 Penalty: 770.301025
	Iteration 1F: 3 clusters Score -285006.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -285097.687500 Penalty: 770.301025
	Iteration 2F: 3 clusters Score -285097.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -285225.843750 Penalty: 770.301025
	Iteration 3Q: 3 clusters Score -285225.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -285425.156250 Penalty: 770.301025
	Iteration 4F: 3 clusters Score -285425.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -285700.437500 Penalty: 770.301025
	Iteration 5F: 3 clusters Score -285700.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -286020.281250 Penalty: 770.301025
	Iteration 6F: 3 clusters Score -286020.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -286277.468750 Penalty: 770.301025
	Iteration 7F: 3 clusters Score -286277.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -286431.000000 Penalty: 770.301025
	Iteration 8F: 3 clusters Score -286431 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -286506.937500 Penalty: 770.301025
	Iteration 9Q: 3 clusters Score -286506.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -286560.968750 Penalty: 770.301025
	Iteration 10Q: 3 clusters Score -286561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -286599.687500 Penalty: 770.301025
	Iteration 11Q: 3 clusters Score -286599.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -286631.062500 Penalty: 770.301025
	Iteration 12Q: 3 clusters Score -286631.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -286655.156250 Penalty: 770.301025
	Iteration 13Q: 3 clusters Score -286655.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -286675.593750 Penalty: 770.301025
	Iteration 14Q: 3 clusters Score -286675.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -286694.468750 Penalty: 770.301025
	Iteration 15Q: 3 clusters Score -286694.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -286714.875000 Penalty: 770.301025
	Iteration 16Q: 3 clusters Score -286714.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -286737.718750 Penalty: 770.301025
	Iteration 17Q: 3 clusters Score -286737.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -286764.656250 Penalty: 770.301025
	Iteration 18Q: 3 clusters Score -286764.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -286788.625000 Penalty: 770.301025
	Iteration 19Q: 3 clusters Score -286788.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -286807.843750 Penalty: 770.301025
	Iteration 20F: 3 clusters Score -286807.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -286822.406250 Penalty: 770.301025
	Iteration 21Q: 3 clusters Score -286822.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -286832.500000 Penalty: 770.301025
	Iteration 22Q: 3 clusters Score -286832.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -286843.875000 Penalty: 770.301025
	Iteration 23Q: 3 clusters Score -286843.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -286854.468750 Penalty: 770.301025
	Iteration 24Q: 3 clusters Score -286854.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -286859.781250 Penalty: 770.301025
	Iteration 25Q: 3 clusters Score -286859.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -286864.093750 Penalty: 770.301025
	Iteration 26Q: 3 clusters Score -286864.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -286867.218750 Penalty: 770.301025
	Iteration 27Q: 3 clusters Score -286867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -286870.093750 Penalty: 770.301025
	Iteration 28Q: 3 clusters Score -286870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -286872.000000 Penalty: 770.301025
	Iteration 29Q: 3 clusters Score -286872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -286873.968750 Penalty: 770.301025
	Iteration 30Q: 3 clusters Score -286874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -286875.562500 Penalty: 770.301025
	Iteration 31Q: 3 clusters Score -286875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -286877.468750 Penalty: 770.301025
	Iteration 32Q: 3 clusters Score -286877.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -286879.812500 Penalty: 770.301025
	Iteration 33Q: 3 clusters Score -286879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -286881.437500 Penalty: 770.301025
	Iteration 34Q: 3 clusters Score -286881.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -286883.937500 Penalty: 770.301025
	Iteration 35Q: 3 clusters Score -286883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -286886.500000 Penalty: 770.301025
	Iteration 36Q: 3 clusters Score -286886.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -286887.562500 Penalty: 770.301025
	Iteration 37Q: 3 clusters Score -286887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -286889.406250 Penalty: 770.301025
	Iteration 38Q: 3 clusters Score -286889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -286890.375000 Penalty: 770.301025
	Iteration 39Q: 3 clusters Score -286890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -286891.781250 Penalty: 770.301025
	Iteration 40F: 3 clusters Score -286891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -286893.625000 Penalty: 770.301025
	Iteration 41Q: 3 clusters Score -286893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -286895.843750 Penalty: 770.301025
	Iteration 42Q: 3 clusters Score -286895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -286898.875000 Penalty: 770.301025
	Iteration 43Q: 3 clusters Score -286898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -286901.812500 Penalty: 770.301025
	Iteration 44Q: 3 clusters Score -286901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -286902.781250 Penalty: 770.301025
	Iteration 45Q: 3 clusters Score -286902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -286903.750000 Penalty: 770.301025
	Iteration 46Q: 3 clusters Score -286903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -286905.062500 Penalty: 770.301025
	Iteration 47Q: 3 clusters Score -286905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -286907.468750 Penalty: 770.301025
	Iteration 48Q: 3 clusters Score -286907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -286908.718750 Penalty: 770.301025
	Iteration 49Q: 3 clusters Score -286908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -286909.687500 Penalty: 770.301025
	Iteration 50Q: 3 clusters Score -286909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -286910.906250 Penalty: 770.301025
	Iteration 51Q: 3 clusters Score -286910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -286910.343750 Penalty: 770.301025
	Iteration 52Q: 3 clusters Score -286910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -286911.750000 Penalty: 770.301025
	Iteration 53Q: 3 clusters Score -286911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -286911.312500 Penalty: 770.301025
	Iteration 54Q: 3 clusters Score -286911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -286911.625000 Penalty: 770.301025
	Iteration 55Q: 3 clusters Score -286911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -286912.062500 Penalty: 770.301025
	Iteration 56Q: 3 clusters Score -286912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -286911.937500 Penalty: 770.301025
	Iteration 57Q: 3 clusters Score -286911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -286912.156250 Penalty: 770.301025
	Iteration 58Q: 3 clusters Score -286912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -286912.562500 Penalty: 770.301025
	Iteration 59Q: 3 clusters Score -286912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -286912.593750 Penalty: 770.301025
	Iteration 60F: 3 clusters Score -286912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -286912.406250 Penalty: 770.301025
	Iteration 61Q: 3 clusters Score -286912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -286912.656250 Penalty: 770.301025
	Iteration 62Q: 3 clusters Score -286912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -286912.593750 Penalty: 770.301025
	Iteration 63Q: 3 clusters Score -286912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -286912.875000 Penalty: 770.301025
	Iteration 64Q: 3 clusters Score -286912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -286912.875000 Penalty: 770.301025
	Iteration 65F: 3 clusters Score -286912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -16328.518555 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -16328.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15987.765625 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15987.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16086.612305 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -16086.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16120.771484 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -16120.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16131.478516 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -16131.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16136.091797 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -16136.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16138.254883 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -16138.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16140.511719 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -16140.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16143.113281 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -16143.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16143.590820 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -16143.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16143.590820 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -16143.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10074.538086 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10074.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10162.054688 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10162.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10188.100586 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10211.747070 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10211.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10240.623047 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10240.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10251.860352 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10251.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10269.195312 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10276.172852 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10276.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10276.385742 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10276.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10276.385742 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -10276.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (107682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Entering Unmasked Estep 
Score: -6529543.000000 Penalty: 527.205688
	Iteration 0F: 2 clusters Score -6529543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6456533.000000 Penalty: 1054.411377
	Iteration 0F: 3 clusters Score -6456533 nChanged 53010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6487425.000000 Penalty: 1054.411377
	Iteration 1F: 3 clusters Score -6487425 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6488170.500000 Penalty: 1054.411377
	Iteration 2Q: 3 clusters Score -6488170 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6489175.000000 Penalty: 1054.411377
	Iteration 3Q: 3 clusters Score -6489175 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -6490662.500000 Penalty: 1054.411377
	Iteration 4Q: 3 clusters Score -6490662 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6492237.500000 Penalty: 1054.411377
	Iteration 5Q: 3 clusters Score -6492238 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6493936.500000 Penalty: 1054.411377
	Iteration 6Q: 3 clusters Score -6493936 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -6495524.500000 Penalty: 1054.411377
	Iteration 7Q: 3 clusters Score -6495524 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -6497167.000000 Penalty: 1054.411377
	Iteration 8Q: 3 clusters Score -6497167 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -6498885.000000 Penalty: 1054.411377
	Iteration 9Q: 3 clusters Score -6498885 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -6500789.500000 Penalty: 1054.411377
	Iteration 10Q: 3 clusters Score -6500790 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -6502869.500000 Penalty: 1054.411377
	Iteration 11Q: 3 clusters Score -6502870 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -6505409.500000 Penalty: 1054.411377
	Iteration 12Q: 3 clusters Score -6505410 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -6508127.500000 Penalty: 1054.411377
	Iteration 13Q: 3 clusters Score -6508128 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -6510814.000000 Penalty: 1054.411377
	Iteration 14Q: 3 clusters Score -6510814 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -6513201.000000 Penalty: 1054.411377
	Iteration 15Q: 3 clusters Score -6513201 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -6515231.000000 Penalty: 1054.411377
	Iteration 16Q: 3 clusters Score -6515231 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -6517058.000000 Penalty: 1054.411377
	Iteration 17Q: 3 clusters Score -6517058 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -6518899.000000 Penalty: 1054.411377
	Iteration 18Q: 3 clusters Score -6518899 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -6520672.000000 Penalty: 1054.411377
	Iteration 19Q: 3 clusters Score -6520672 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -6522434.500000 Penalty: 1054.411377
	Iteration 20F: 3 clusters Score -6522434 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -6524242.000000 Penalty: 1054.411377
	Iteration 21Q: 3 clusters Score -6524242 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -6525981.000000 Penalty: 1054.411377
	Iteration 22Q: 3 clusters Score -6525981 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 105448 members 
Entering Unmasked Estep 
Score: -6527296.000000 Penalty: 1054.411377
	Iteration 23Q: 3 clusters Score -6527296 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -6528140.000000 Penalty: 1054.411377
	Iteration 24Q: 3 clusters Score -6528140 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -6528662.000000 Penalty: 1054.411377
	Iteration 25Q: 3 clusters Score -6528662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -6528892.500000 Penalty: 1054.411377
	Iteration 26Q: 3 clusters Score -6528892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -6528977.000000 Penalty: 1054.411377
	Iteration 27Q: 3 clusters Score -6528977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -6529018.500000 Penalty: 1054.411377
	Iteration 28Q: 3 clusters Score -6529018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -6529038.500000 Penalty: 1054.411377
	Iteration 29Q: 3 clusters Score -6529038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -6529047.500000 Penalty: 1054.411377
	Iteration 30Q: 3 clusters Score -6529048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -6529058.500000 Penalty: 1054.411377
	Iteration 31Q: 3 clusters Score -6529058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -6529063.000000 Penalty: 1054.411377
	Iteration 32Q: 3 clusters Score -6529063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -6529069.000000 Penalty: 1054.411377
	Iteration 33Q: 3 clusters Score -6529069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -6529070.000000 Penalty: 1054.411377
	Iteration 34Q: 3 clusters Score -6529070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -6529071.500000 Penalty: 1054.411377
	Iteration 35Q: 3 clusters Score -6529072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -6529071.500000 Penalty: 1054.411377
	Iteration 36F: 3 clusters Score -6529072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2887.500732 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2887.501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3017.738037 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -3017.738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3067.790527 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -3067.791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3085.680420 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -3085.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3099.202881 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -3099.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3106.465820 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3106.466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3114.822754 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3114.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3115.674805 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -3115.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3115.674805 Penalty: 472.052094
	Iteration 8F: 3 clusters Score -3115.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -15165.995117 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -15166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14790.476562 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14790.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14948.972656 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14948.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15033.761719 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -15033.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15112.578125 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -15112.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15151.794922 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -15151.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15162.742188 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -15162.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15171.818359 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -15171.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15173.160156 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -15173.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15173.160156 Penalty: 525.201111
	Iteration 8F: 3 clusters Score -15173.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 169 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208732.000000 Penalty: 54124.761719
Splitting cluster 48 changes total score from -58209184.000000 to -58208732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -12652.800781 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -12652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12371.036133 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -12371.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12459.732422 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -12459.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12510.063477 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -12510.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12535.722656 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -12535.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12549.761719 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -12549.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12557.339844 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -12557.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12574.708984 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -12574.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12592.562500 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -12592.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12605.693359 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -12605.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12651.058594 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -12651.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12664.834961 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -12664.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12685.540039 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -12685.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12692.642578 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -12692.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12692.642578 Penalty: 487.449371
	Iteration 13F: 3 clusters Score -12692.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 67 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208796.000000 Penalty: 54124.761719
Splitting cluster 49 changes total score from -58209184.000000 to -58208796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11378.276367 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11378.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11465.095703 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11499.166016 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11499.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11519.408203 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11519.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11534.401367 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11543.862305 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11543.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11552.154297 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11552.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11568.065430 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11568.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11591.499023 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11600.304688 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11606.041016 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11606.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11606.041016 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -11606.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -18205.232422 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -18205.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17846.111328 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17846.11 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18010.380859 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -18010.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18066.802734 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -18066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18102.439453 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -18102.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18117.210938 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -18117.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18126.941406 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -18126.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18131.824219 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -18131.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18136.500000 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -18136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18156.119141 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -18156.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18177.644531 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -18177.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18191.333984 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -18191.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18201.136719 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -18201.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18210.890625 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -18210.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18219.789062 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -18219.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18227.291016 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -18227.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18238.859375 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -18238.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18246.384766 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -18246.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18247.673828 Penalty: 526.047668
	Iteration 17Q: 3 clusters Score -18247.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18249.046875 Penalty: 526.047668
	Iteration 18Q: 3 clusters Score -18249.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18249.726562 Penalty: 526.047668
	Iteration 19Q: 3 clusters Score -18249.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18249.726562 Penalty: 526.047668
	Iteration 20F: 3 clusters Score -18249.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 173 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 151 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208848.000000 Penalty: 54124.761719
Splitting cluster 51 changes total score from -58209184.000000 to -58208848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -2052153.125000 Penalty: 474.847198
	Iteration 0F: 2 clusters Score -2052153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2029417.750000 Penalty: 949.694397
	Iteration 0F: 3 clusters Score -2029418 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2038819.625000 Penalty: 949.694397
	Iteration 1F: 3 clusters Score -2038820 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2039164.875000 Penalty: 949.694397
	Iteration 2Q: 3 clusters Score -2039165 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2039636.875000 Penalty: 949.694397
	Iteration 3Q: 3 clusters Score -2039637 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2040366.125000 Penalty: 949.694397
	Iteration 4Q: 3 clusters Score -2040366 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2041488.375000 Penalty: 949.694397
	Iteration 5F: 3 clusters Score -2041488 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2043077.875000 Penalty: 949.694397
	Iteration 6F: 3 clusters Score -2043078 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2044946.000000 Penalty: 949.694397
	Iteration 7F: 3 clusters Score -2044946 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2046273.375000 Penalty: 949.694397
	Iteration 8F: 3 clusters Score -2046273 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2046869.250000 Penalty: 949.694397
	Iteration 9Q: 3 clusters Score -2046869 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2047103.000000 Penalty: 949.694397
	Iteration 10Q: 3 clusters Score -2047103 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2047275.750000 Penalty: 949.694397
	Iteration 11Q: 3 clusters Score -2047276 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2047412.375000 Penalty: 949.694397
	Iteration 12Q: 3 clusters Score -2047412 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2047543.250000 Penalty: 949.694397
	Iteration 13Q: 3 clusters Score -2047543 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2047666.250000 Penalty: 949.694397
	Iteration 14Q: 3 clusters Score -2047666 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2047815.125000 Penalty: 949.694397
	Iteration 15Q: 3 clusters Score -2047815 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2047971.000000 Penalty: 949.694397
	Iteration 16Q: 3 clusters Score -2047971 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2048132.125000 Penalty: 949.694397
	Iteration 17Q: 3 clusters Score -2048132 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2048315.750000 Penalty: 949.694397
	Iteration 18Q: 3 clusters Score -2048316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2048538.000000 Penalty: 949.694397
	Iteration 19Q: 3 clusters Score -2048538 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2048735.125000 Penalty: 949.694397
	Iteration 20F: 3 clusters Score -2048735 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2048924.000000 Penalty: 949.694397
	Iteration 21Q: 3 clusters Score -2048924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2049073.250000 Penalty: 949.694397
	Iteration 22Q: 3 clusters Score -2049073 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2049223.750000 Penalty: 949.694397
	Iteration 23Q: 3 clusters Score -2049224 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2049342.125000 Penalty: 949.694397
	Iteration 24Q: 3 clusters Score -2049342 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2049472.875000 Penalty: 949.694397
	Iteration 25Q: 3 clusters Score -2049473 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2049577.500000 Penalty: 949.694397
	Iteration 26Q: 3 clusters Score -2049578 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2049633.000000 Penalty: 949.694397
	Iteration 27Q: 3 clusters Score -2049633 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2049689.375000 Penalty: 949.694397
	Iteration 28Q: 3 clusters Score -2049689 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2049722.250000 Penalty: 949.694397
	Iteration 29Q: 3 clusters Score -2049722 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2049744.125000 Penalty: 949.694397
	Iteration 30Q: 3 clusters Score -2049744 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2049750.875000 Penalty: 949.694397
	Iteration 31Q: 3 clusters Score -2049751 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2049765.500000 Penalty: 949.694397
	Iteration 32Q: 3 clusters Score -2049766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2049769.125000 Penalty: 949.694397
	Iteration 33Q: 3 clusters Score -2049769 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2049776.125000 Penalty: 949.694397
	Iteration 34Q: 3 clusters Score -2049776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2049798.125000 Penalty: 949.694397
	Iteration 35Q: 3 clusters Score -2049798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2049799.625000 Penalty: 949.694397
	Iteration 36Q: 3 clusters Score -2049800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2049812.500000 Penalty: 949.694397
	Iteration 37Q: 3 clusters Score -2049812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2049808.500000 Penalty: 949.694397
	Iteration 38Q: 3 clusters Score -2049808 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2049821.250000 Penalty: 949.694397
	Iteration 39Q: 3 clusters Score -2049821 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2049833.500000 Penalty: 949.694397
	Iteration 40F: 3 clusters Score -2049834 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2049835.500000 Penalty: 949.694397
	Iteration 41Q: 3 clusters Score -2049836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2049854.125000 Penalty: 949.694397
	Iteration 42Q: 3 clusters Score -2049854 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2049881.500000 Penalty: 949.694397
	Iteration 43Q: 3 clusters Score -2049882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2049903.250000 Penalty: 949.694397
	Iteration 44Q: 3 clusters Score -2049903 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2049923.375000 Penalty: 949.694397
	Iteration 45Q: 3 clusters Score -2049923 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2049938.000000 Penalty: 949.694397
	Iteration 46Q: 3 clusters Score -2049938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2049955.000000 Penalty: 949.694397
	Iteration 47Q: 3 clusters Score -2049955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2049973.500000 Penalty: 949.694397
	Iteration 48Q: 3 clusters Score -2049974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2049992.875000 Penalty: 949.694397
	Iteration 49Q: 3 clusters Score -2049993 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2050002.375000 Penalty: 949.694397
	Iteration 50Q: 3 clusters Score -2050002 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2050020.500000 Penalty: 949.694397
	Iteration 51Q: 3 clusters Score -2050020 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2050047.125000 Penalty: 949.694397
	Iteration 52Q: 3 clusters Score -2050047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2050060.750000 Penalty: 949.694397
	Iteration 53Q: 3 clusters Score -2050061 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2050091.625000 Penalty: 949.694397
	Iteration 54Q: 3 clusters Score -2050092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2050117.375000 Penalty: 949.694397
	Iteration 55Q: 3 clusters Score -2050117 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2050131.000000 Penalty: 949.694397
	Iteration 56Q: 3 clusters Score -2050131 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2050158.750000 Penalty: 949.694397
	Iteration 57Q: 3 clusters Score -2050159 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2050184.500000 Penalty: 949.694397
	Iteration 58Q: 3 clusters Score -2050184 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2050205.875000 Penalty: 949.694397
	Iteration 59Q: 3 clusters Score -2050206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2050212.625000 Penalty: 949.694397
	Iteration 60F: 3 clusters Score -2050213 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2050222.875000 Penalty: 949.694397
	Iteration 61Q: 3 clusters Score -2050223 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2050236.625000 Penalty: 949.694397
	Iteration 62Q: 3 clusters Score -2050237 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2050267.500000 Penalty: 949.694397
	Iteration 63Q: 3 clusters Score -2050268 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2050292.500000 Penalty: 949.694397
	Iteration 64Q: 3 clusters Score -2050292 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2050318.125000 Penalty: 949.694397
	Iteration 65Q: 3 clusters Score -2050318 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2050353.750000 Penalty: 949.694397
	Iteration 66Q: 3 clusters Score -2050354 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -2050392.375000 Penalty: 949.694397
	Iteration 67Q: 3 clusters Score -2050392 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -2050439.625000 Penalty: 949.694397
	Iteration 68Q: 3 clusters Score -2050440 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2050476.125000 Penalty: 949.694397
	Iteration 69Q: 3 clusters Score -2050476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2050515.625000 Penalty: 949.694397
	Iteration 70Q: 3 clusters Score -2050516 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2050538.750000 Penalty: 949.694397
	Iteration 71Q: 3 clusters Score -2050539 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -2050572.375000 Penalty: 949.694397
	Iteration 72Q: 3 clusters Score -2050572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2050617 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2050644.750000 Penalty: 949.694397
	Iteration 74Q: 3 clusters Score -2050645 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2050677 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2050708 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2050756 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2050786 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2050821 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2050860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2050900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2050943 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2050980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2051034.875000 Penalty: 949.694397
	Iteration 84Q: 3 clusters Score -2051035 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2051073 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2051121 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -2051161.500000 Penalty: 949.694397
	Iteration 87Q: 3 clusters Score -2051162 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -2051190.250000 Penalty: 949.694397
	Iteration 88Q: 3 clusters Score -2051190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -2051222.500000 Penalty: 949.694397
	Iteration 89Q: 3 clusters Score -2051222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2051254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2051276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2051295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -2051315.750000 Penalty: 949.694397
	Iteration 93Q: 3 clusters Score -2051316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -2051333.625000 Penalty: 949.694397
	Iteration 94Q: 3 clusters Score -2051334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -2051355.125000 Penalty: 949.694397
	Iteration 95Q: 3 clusters Score -2051355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -2051366.625000 Penalty: 949.694397
	Iteration 96Q: 3 clusters Score -2051367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -2051386.000000 Penalty: 949.694397
	Iteration 97Q: 3 clusters Score -2051386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -2051398.625000 Penalty: 949.694397
	Iteration 98Q: 3 clusters Score -2051399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -2051409.875000 Penalty: 949.694397
	Iteration 99Q: 3 clusters Score -2051410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -2051419.500000 Penalty: 949.694397
	Iteration 100F: 3 clusters Score -2051420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -2051427.500000 Penalty: 949.694397
	Iteration 101Q: 3 clusters Score -2051428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -2051435.500000 Penalty: 949.694397
	Iteration 102Q: 3 clusters Score -2051436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -2051445.625000 Penalty: 949.694397
	Iteration 103Q: 3 clusters Score -2051446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -2051457.250000 Penalty: 949.694397
	Iteration 104Q: 3 clusters Score -2051457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2051469.750000 Penalty: 949.694397
	Iteration 105Q: 3 clusters Score -2051470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -2051476.500000 Penalty: 949.694397
	Iteration 106Q: 3 clusters Score -2051476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -2051482.125000 Penalty: 949.694397
	Iteration 107Q: 3 clusters Score -2051482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2051490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -2051496.000000 Penalty: 949.694397
	Iteration 109Q: 3 clusters Score -2051496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -2051499.250000 Penalty: 949.694397
	Iteration 110Q: 3 clusters Score -2051499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -2051500.000000 Penalty: 949.694397
	Iteration 111Q: 3 clusters Score -2051500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -2051508.000000 Penalty: 949.694397
	Iteration 112Q: 3 clusters Score -2051508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -2051513.625000 Penalty: 949.694397
	Iteration 113Q: 3 clusters Score -2051514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -2051524.750000 Penalty: 949.694397
	Iteration 114Q: 3 clusters Score -2051525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -2051530.750000 Penalty: 949.694397
	Iteration 115Q: 3 clusters Score -2051531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -2051550.125000 Penalty: 949.694397
	Iteration 116Q: 3 clusters Score -2051550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -2051552.875000 Penalty: 949.694397
	Iteration 117Q: 3 clusters Score -2051553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2051560.375000 Penalty: 949.694397
	Iteration 118Q: 3 clusters Score -2051560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -2051570.125000 Penalty: 949.694397
	Iteration 119Q: 3 clusters Score -2051570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -2051592.500000 Penalty: 949.694397
	Iteration 120F: 3 clusters Score -2051592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2051603.625000 Penalty: 949.694397
	Iteration 121Q: 3 clusters Score -2051604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -2051620.375000 Penalty: 949.694397
	Iteration 122Q: 3 clusters Score -2051620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -2051633.125000 Penalty: 949.694397
	Iteration 123Q: 3 clusters Score -2051633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -2051641.250000 Penalty: 949.694397
	Iteration 124Q: 3 clusters Score -2051641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -2051645.750000 Penalty: 949.694397
	Iteration 125Q: 3 clusters Score -2051646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -2051658.250000 Penalty: 949.694397
	Iteration 126Q: 3 clusters Score -2051658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -2051670.500000 Penalty: 949.694397
	Iteration 127Q: 3 clusters Score -2051670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -2051679.625000 Penalty: 949.694397
	Iteration 128Q: 3 clusters Score -2051680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -2051685.000000 Penalty: 949.694397
	Iteration 129Q: 3 clusters Score -2051685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -2051691.500000 Penalty: 949.694397
	Iteration 130Q: 3 clusters Score -2051692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -2051698.375000 Penalty: 949.694397
	Iteration 131Q: 3 clusters Score -2051698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -2051704.750000 Penalty: 949.694397
	Iteration 132Q: 3 clusters Score -2051705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -2051712.750000 Penalty: 949.694397
	Iteration 133Q: 3 clusters Score -2051713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -2051717.750000 Penalty: 949.694397
	Iteration 134Q: 3 clusters Score -2051718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -2051722.625000 Penalty: 949.694397
	Iteration 135Q: 3 clusters Score -2051723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -2051730.000000 Penalty: 949.694397
	Iteration 136Q: 3 clusters Score -2051730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -2051736.875000 Penalty: 949.694397
	Iteration 137Q: 3 clusters Score -2051737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -2051738.875000 Penalty: 949.694397
	Iteration 138Q: 3 clusters Score -2051739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -2051744.375000 Penalty: 949.694397
	Iteration 139Q: 3 clusters Score -2051744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -2051744.750000 Penalty: 949.694397
	Iteration 140F: 3 clusters Score -2051745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -2051748.375000 Penalty: 949.694397
	Iteration 141Q: 3 clusters Score -2051748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -2051747.375000 Penalty: 949.694397
	Iteration 142Q: 3 clusters Score -2051747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -2051748.125000 Penalty: 949.694397
	Iteration 143Q: 3 clusters Score -2051748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -2051749.000000 Penalty: 949.694397
	Iteration 144Q: 3 clusters Score -2051749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2051749.125000 Penalty: 949.694397
	Iteration 145Q: 3 clusters Score -2051749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -2051752.000000 Penalty: 949.694397
	Iteration 146Q: 3 clusters Score -2051752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -2051752.750000 Penalty: 949.694397
	Iteration 147Q: 3 clusters Score -2051753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -2051753.625000 Penalty: 949.694397
	Iteration 148Q: 3 clusters Score -2051754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -2051755.500000 Penalty: 949.694397
	Iteration 149Q: 3 clusters Score -2051756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -2051758.000000 Penalty: 949.694397
	Iteration 150Q: 3 clusters Score -2051758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -2051758.500000 Penalty: 949.694397
	Iteration 151Q: 3 clusters Score -2051758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -2051759.000000 Penalty: 949.694397
	Iteration 152Q: 3 clusters Score -2051759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -2051761.750000 Penalty: 949.694397
	Iteration 153Q: 3 clusters Score -2051762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -2051760.750000 Penalty: 949.694397
	Iteration 154Q: 3 clusters Score -2051761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -2051761.750000 Penalty: 949.694397
	Iteration 155Q: 3 clusters Score -2051762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -2051761.875000 Penalty: 949.694397
	Iteration 156Q: 3 clusters Score -2051762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -2051762.125000 Penalty: 949.694397
	Iteration 157Q: 3 clusters Score -2051762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -2051762.875000 Penalty: 949.694397
	Iteration 158Q: 3 clusters Score -2051763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -2051762.750000 Penalty: 949.694397
	Iteration 159Q: 3 clusters Score -2051763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -2051764.375000 Penalty: 949.694397
	Iteration 160F: 3 clusters Score -2051764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -2051764.625000 Penalty: 949.694397
	Iteration 161Q: 3 clusters Score -2051765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -2051764.625000 Penalty: 949.694397
	Iteration 162F: 3 clusters Score -2051765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9530.242188 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9530.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9268.760742 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9268.761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9409.725586 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9409.726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9521.835938 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9521.836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9595.870117 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -9595.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9688.191406 Penalty: 469.474030
	Iteration 4F: 3 clusters Score -9688.191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9851.297852 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9851.298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9861.015625 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9861.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9861.015625 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -9861.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 82 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 92 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58209100.000000 Penalty: 54124.761719
Splitting cluster 53 changes total score from -58209184.000000 to -58209100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -66840.460938 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -66840.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -65968.906250 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -65968.91 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -66312.273438 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -66312.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -66441.820312 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -66441.82 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66542.656250 Penalty: 638.020447
	Iteration 3F: 3 clusters Score -66542.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66621.218750 Penalty: 638.020447
	Iteration 4F: 3 clusters Score -66621.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66666.171875 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -66666.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66696.773438 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -66696.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66711.570312 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -66711.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66724.445312 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -66724.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66729.382812 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -66729.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66740.929688 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -66740.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66753.898438 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -66753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66763.757812 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -66763.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66768.000000 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -66768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66771.835938 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -66771.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66774.914062 Penalty: 638.020447
	Iteration 15Q: 3 clusters Score -66774.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66776.335938 Penalty: 638.020447
	Iteration 16Q: 3 clusters Score -66776.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66776.453125 Penalty: 638.020447
	Iteration 17Q: 3 clusters Score -66776.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66777.304688 Penalty: 638.020447
	Iteration 18Q: 3 clusters Score -66777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66778.445312 Penalty: 638.020447
	Iteration 19Q: 3 clusters Score -66778.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66780.265625 Penalty: 638.020447
	Iteration 20F: 3 clusters Score -66780.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66785.890625 Penalty: 638.020447
	Iteration 21Q: 3 clusters Score -66785.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66788.335938 Penalty: 638.020447
	Iteration 22Q: 3 clusters Score -66788.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66790.343750 Penalty: 638.020447
	Iteration 23Q: 3 clusters Score -66790.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66791.039062 Penalty: 638.020447
	Iteration 24Q: 3 clusters Score -66791.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66791.601562 Penalty: 638.020447
	Iteration 25Q: 3 clusters Score -66791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66791.601562 Penalty: 638.020447
	Iteration 26F: 3 clusters Score -66791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24439.394531 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24439.39 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24571.662109 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24571.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24590.953125 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24590.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24604.878906 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24604.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24620.470703 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24620.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24635.841797 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24635.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24646.812500 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24646.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24651.005859 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24651.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24651.486328 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24651.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24652.080078 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24652.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24652.800781 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24655.263672 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24655.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24657.476562 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24657.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24660.591797 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24660.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24665.416016 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24665.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24668.142578 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24668.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24669.345703 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -24669.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24670.708984 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -24670.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24672.869141 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -24672.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24674.132812 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -24674.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24675.888672 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -24675.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24676.953125 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -24676.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24679.072266 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -24679.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24679.861328 Penalty: 542.919373
	Iteration 23Q: 3 clusters Score -24679.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24679.861328 Penalty: 542.919373
	Iteration 24F: 3 clusters Score -24679.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30332.177734 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30332.18 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 243 members 
Entering Unmasked Estep 
Score: -29857.882812 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -29857.88 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30033.798828 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -30033.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30093.689453 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30093.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30113.339844 Penalty: 566.614868
	Iteration 3Q: 3 clusters Score -30113.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30132.609375 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -30132.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30153.623047 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30153.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30159.601562 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30159.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30162.210938 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30162.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30162.845703 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30162.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30164.337891 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30164.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30166.826172 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30166.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30168.181641 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30168.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30168.181641 Penalty: 566.614868
	Iteration 12F: 3 clusters Score -30168.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3691.765625 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3691.766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3745.829102 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3745.829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3766.579834 Penalty: 435.661743
	Iteration 2F: 3 clusters Score -3766.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3767.822266 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3767.822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3767.822266 Penalty: 435.661743
	Iteration 4F: 3 clusters Score -3767.822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -31256.511719 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -31256.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30791.451172 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -30791.45 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30977.210938 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -30977.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31021.011719 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -31021.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31048.701172 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -31048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31066.453125 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -31066.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31085.306641 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -31085.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31106.044922 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -31106.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31115.117188 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -31115.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31118.726562 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -31118.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31121.294922 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -31121.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31123.748047 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -31123.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31125.193359 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -31125.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31125.703125 Penalty: 564.430725
	Iteration 12Q: 3 clusters Score -31125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31127.052734 Penalty: 564.430725
	Iteration 13Q: 3 clusters Score -31127.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31129.818359 Penalty: 564.430725
	Iteration 14Q: 3 clusters Score -31129.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31132.328125 Penalty: 564.430725
	Iteration 15Q: 3 clusters Score -31132.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31132.689453 Penalty: 564.430725
	Iteration 16Q: 3 clusters Score -31132.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31133.078125 Penalty: 564.430725
	Iteration 17Q: 3 clusters Score -31133.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31133.285156 Penalty: 564.430725
	Iteration 18Q: 3 clusters Score -31133.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31133.285156 Penalty: 564.430725
	Iteration 19F: 3 clusters Score -31133.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -39063.824219 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -39063.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38463.238281 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -38463.24 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38663.417969 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -38663.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38781.023438 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -38781.02 nChanged 74
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: -38889.230469 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -38889.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38965.062500 Penalty: 591.617371
	Iteration 4F: 3 clusters Score -38965.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38997.929688 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -38997.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39020.121094 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -39020.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39026.265625 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -39026.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39028.417969 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -39028.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39032.339844 Penalty: 591.617371
	Iteration 9Q: 3 clusters Score -39032.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39034.320312 Penalty: 591.617371
	Iteration 10Q: 3 clusters Score -39034.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39035.203125 Penalty: 591.617371
	Iteration 11Q: 3 clusters Score -39035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39035.203125 Penalty: 591.617371
	Iteration 12F: 3 clusters Score -39035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10012.444336 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10012.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10082.094727 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10082.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10113.082031 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10113.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10143.238281 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10143.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10153.524414 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10153.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10177.708008 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10177.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10202.593750 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10202.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10203.090820 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10203.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10203.574219 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10203.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10203.574219 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -10203.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3667.709717 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3667.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3504.287842 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3504.288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3544.678223 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3544.678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3555.430908 Penalty: 383.975189
	Iteration 2F: 3 clusters Score -3555.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3557.092041 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3557.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3560.299316 Penalty: 383.975189
	Iteration 4Q: 3 clusters Score -3560.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3560.299316 Penalty: 383.975189
	Iteration 5F: 3 clusters Score -3560.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9366.916992 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9366.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9120.121094 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -9120.121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9181.078125 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -9181.078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9188.856445 Penalty: 458.951691
	Iteration 2Q: 3 clusters Score -9188.856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9192.287109 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9192.287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9195.327148 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9195.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9195.327148 Penalty: 458.951691
	Iteration 5F: 3 clusters Score -9195.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3330.319824 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3330.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3344.301270 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3344.301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3348.209229 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3348.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3348.209229 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3348.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -16989.458984 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -16989.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16635.908203 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -16635.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16706.339844 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -16706.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16729.060547 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -16729.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16747.447266 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -16747.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16767.160156 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -16767.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16782.193359 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -16782.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16794.587891 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -16794.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16815.367188 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -16815.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16834.912109 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -16834.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16844.406250 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -16844.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16853.595703 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -16853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16860.005859 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -16860.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16866.625000 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -16866.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16870.810547 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -16870.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16879.365234 Penalty: 515.959167
	Iteration 14Q: 3 clusters Score -16879.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16887.388672 Penalty: 515.959167
	Iteration 15Q: 3 clusters Score -16887.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16905.908203 Penalty: 515.959167
	Iteration 16Q: 3 clusters Score -16905.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16932.453125 Penalty: 515.959167
	Iteration 17Q: 3 clusters Score -16932.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16955.001953 Penalty: 515.959167
	Iteration 18Q: 3 clusters Score -16955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16988.195312 Penalty: 515.959167
	Iteration 19Q: 3 clusters Score -16988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16998.089844 Penalty: 515.959167
	Iteration 20F: 3 clusters Score -16998.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17011.968750 Penalty: 515.959167
	Iteration 21Q: 3 clusters Score -17011.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17021.000000 Penalty: 515.959167
	Iteration 22Q: 3 clusters Score -17021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17021.937500 Penalty: 515.959167
	Iteration 23Q: 3 clusters Score -17021.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17021.937500 Penalty: 515.959167
	Iteration 24F: 3 clusters Score -17021.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 212 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 78 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208812.000000 Penalty: 54124.761719
Splitting cluster 64 changes total score from -58209184.000000 to -58208812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13258.315430 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13258.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13396.144531 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13396.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13449.993164 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13449.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13465.469727 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -13465.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13491.166016 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13491.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13512.911133 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13512.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13527.365234 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -13527.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13533.309570 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -13533.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13533.309570 Penalty: 499.868591
	Iteration 8F: 3 clusters Score -13533.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9423.673828 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9423.674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9159.956055 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9159.956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9261.266602 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9261.267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9292.310547 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9292.311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9309.159180 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9309.159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9310.676758 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9310.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9310.676758 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -9310.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5298.474121 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5298.474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5386.604980 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5386.605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5410.000488 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5458.488281 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5458.488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5458.488281 Penalty: 414.402802
	Iteration 4F: 3 clusters Score -5458.488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 61 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 34 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208776.000000 Penalty: 54124.761719
Splitting cluster 67 changes total score from -58209184.000000 to -58208776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (58231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Entering Unmasked Estep 
Score: -3511440.750000 Penalty: 499.233856
	Iteration 0F: 2 clusters Score -3511441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3472284.000000 Penalty: 998.467712
	Iteration 0F: 3 clusters Score -3472284 nChanged 28118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3490277.500000 Penalty: 998.467712
	Iteration 1F: 3 clusters Score -3490278 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3492072.750000 Penalty: 998.467712
	Iteration 2F: 3 clusters Score -3492073 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3494461.000000 Penalty: 998.467712
	Iteration 3F: 3 clusters Score -3494461 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3497342.000000 Penalty: 998.467712
	Iteration 4F: 3 clusters Score -3497342 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3500683.250000 Penalty: 998.467712
	Iteration 5F: 3 clusters Score -3500683 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3504216.750000 Penalty: 998.467712
	Iteration 6F: 3 clusters Score -3504217 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3507216.750000 Penalty: 998.467712
	Iteration 7F: 3 clusters Score -3507217 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3509150.000000 Penalty: 998.467712
	Iteration 8Q: 3 clusters Score -3509150 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3510027.250000 Penalty: 998.467712
	Iteration 9Q: 3 clusters Score -3510027 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3510502.000000 Penalty: 998.467712
	Iteration 10Q: 3 clusters Score -3510502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3510731.750000 Penalty: 998.467712
	Iteration 11Q: 3 clusters Score -3510732 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3510849.500000 Penalty: 998.467712
	Iteration 12Q: 3 clusters Score -3510850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3510936.000000 Penalty: 998.467712
	Iteration 13Q: 3 clusters Score -3510936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3510977.000000 Penalty: 998.467712
	Iteration 14Q: 3 clusters Score -3510977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3511009.000000 Penalty: 998.467712
	Iteration 15Q: 3 clusters Score -3511009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3511020.000000 Penalty: 998.467712
	Iteration 16Q: 3 clusters Score -3511020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3511031.000000 Penalty: 998.467712
	Iteration 17Q: 3 clusters Score -3511031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3511038.250000 Penalty: 998.467712
	Iteration 18Q: 3 clusters Score -3511038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3511041.250000 Penalty: 998.467712
	Iteration 19Q: 3 clusters Score -3511041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3511038.000000 Penalty: 998.467712
	Iteration 20F: 3 clusters Score -3511038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3511038.000000 Penalty: 998.467712
	Iteration 21Q: 3 clusters Score -3511038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3511039.000000 Penalty: 998.467712
	Iteration 22Q: 3 clusters Score -3511039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3511039.000000 Penalty: 998.467712
	Iteration 23F: 3 clusters Score -3511039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -25909.361328 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -25909.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25462.152344 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -25462.15 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25596.980469 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -25596.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25652.416016 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -25652.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25718.380859 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -25718.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25760.828125 Penalty: 556.143555
	Iteration 4F: 3 clusters Score -25760.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25775.466797 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -25775.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25780.464844 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -25780.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25782.748047 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -25782.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25783.443359 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -25783.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25786.978516 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -25786.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25789.416016 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -25789.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25789.970703 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -25789.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25789.970703 Penalty: 556.143555
	Iteration 12F: 3 clusters Score -25789.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21100.882812 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21100.88 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21202.300781 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21202.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21235.138672 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21235.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21264.505859 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -21264.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21291.222656 Penalty: 536.640991
	Iteration 4F: 3 clusters Score -21291.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21331.082031 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21331.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21373.148438 Penalty: 536.640991
	Iteration 6F: 3 clusters Score -21373.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21434.337891 Penalty: 536.640991
	Iteration 7F: 3 clusters Score -21434.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21506.574219 Penalty: 536.640991
	Iteration 8F: 3 clusters Score -21506.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21589.037109 Penalty: 536.640991
	Iteration 9F: 3 clusters Score -21589.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21596.796875 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21597.197266 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21597.630859 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21597.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21597.630859 Penalty: 536.640991
	Iteration 13F: 3 clusters Score -21597.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 178 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 186 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208908.000000 Penalty: 54124.761719
Splitting cluster 70 changes total score from -58209184.000000 to -58208908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7034.001953 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7034.002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7114.665527 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7114.666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7134.192871 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7134.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7142.224121 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -7142.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7144.385254 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7144.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7144.385254 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -7144.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 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 130 members 
Entering Unmasked Estep 
Score: -16210.287109 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16210.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16345.490234 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16345.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16382.682617 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16382.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16399.244141 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16399.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16424.273438 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16424.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16505.394531 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16505.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16528.396484 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16549.130859 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16549.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16567.667969 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16567.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16578.478516 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16578.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16586.125000 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16586.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16598.986328 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -16598.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16605.398438 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -16605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16613.816406 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -16613.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16626.468750 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -16626.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16632.505859 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -16632.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16636.642578 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -16636.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16658.412109 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -16658.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16663.972656 Penalty: 510.127991
	Iteration 18Q: 3 clusters Score -16663.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16663.972656 Penalty: 510.127991
	Iteration 19F: 3 clusters Score -16663.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 201 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 71 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58208844.000000 Penalty: 54124.761719
Splitting cluster 72 changes total score from -58209184.000000 to -58208844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6002.471680 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6002.472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5799.230957 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5799.231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5861.103027 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5861.103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5887.784180 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5887.784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5912.566406 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5912.566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5936.715332 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5936.715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5942.249512 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5942.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5942.249512 Penalty: 429.383392
	Iteration 6F: 3 clusters Score -5942.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45018.167969 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45018.17 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45203.390625 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45203.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45245.179688 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45245.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45274.800781 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -45274.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45293.476562 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45293.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45304.367188 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45304.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45316.308594 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45316.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45329.308594 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45329.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45337.078125 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45337.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45347.449219 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45347.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45353.207031 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45353.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45354.984375 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45354.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45357.875000 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45357.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45359.234375 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45359.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45361.292969 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45361.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45361.546875 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45361.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45361.546875 Penalty: 598.077759
	Iteration 16F: 3 clusters Score -45361.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -3816.864990 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -3816.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3619.511230 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -3619.511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3659.639893 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -3659.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3691.117676 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -3691.118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3704.117920 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -3704.118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3716.208252 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -3716.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3726.926758 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -3726.927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3728.377441 Penalty: 426.912689
	Iteration 6Q: 3 clusters Score -3728.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3730.161865 Penalty: 426.912689
	Iteration 7Q: 3 clusters Score -3730.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3737.842285 Penalty: 426.912689
	Iteration 8Q: 3 clusters Score -3737.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3739.105713 Penalty: 426.912689
	Iteration 9Q: 3 clusters Score -3739.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3742.547607 Penalty: 426.912689
	Iteration 10Q: 3 clusters Score -3742.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3751.064941 Penalty: 426.912689
	Iteration 11Q: 3 clusters Score -3751.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3763.597412 Penalty: 426.912689
	Iteration 12Q: 3 clusters Score -3763.597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3763.597412 Penalty: 426.912689
	Iteration 13F: 3 clusters Score -3763.597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -13510.755859 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -13510.76 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 132 members 
Entering Unmasked Estep 
Score: -13187.639648 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -13187.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13320.755859 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -13320.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13386.825195 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -13386.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13404.876953 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -13404.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13405.500000 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -13405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13406.499023 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -13406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13406.499023 Penalty: 513.735657
	Iteration 6F: 3 clusters Score -13406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -42676.726562 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -42676.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42055.000000 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -42055 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42271.382812 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -42271.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42342.988281 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -42342.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -42379.960938 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -42379.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42422.070312 Penalty: 595.887939
	Iteration 4F: 3 clusters Score -42422.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42465.410156 Penalty: 595.887939
	Iteration 5Q: 3 clusters Score -42465.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42510.816406 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -42510.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42528.484375 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -42528.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42536.886719 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -42536.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42550.933594 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -42550.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -42563.796875 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -42563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42568.816406 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -42568.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42571.117188 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -42571.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42572.835938 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -42572.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42574.367188 Penalty: 595.887939
	Iteration 14F: 3 clusters Score -42574.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42575.910156 Penalty: 595.887939
	Iteration 15Q: 3 clusters Score -42575.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42576.789062 Penalty: 595.887939
	Iteration 16Q: 3 clusters Score -42576.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42577.082031 Penalty: 595.887939
	Iteration 17Q: 3 clusters Score -42577.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42577.277344 Penalty: 595.887939
	Iteration 18Q: 3 clusters Score -42577.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42577.277344 Penalty: 595.887939
	Iteration 19F: 3 clusters Score -42577.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9793.654297 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9793.654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9869.605469 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9869.605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9889.420898 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -9889.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9902.051758 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9902.052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9910.532227 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9910.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9910.532227 Penalty: 462.407776
	Iteration 5F: 3 clusters Score -9910.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7883.999023 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7883.999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7670.368652 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7670.369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7740.244629 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7740.245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7762.083496 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -7762.083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7774.792969 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7774.793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7789.145996 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7789.146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7795.729980 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7795.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7808.009277 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7808.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7811.151367 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7811.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7814.222656 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7814.223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7814.222656 Penalty: 455.967834
	Iteration 9F: 3 clusters Score -7814.223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7245.236328 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7245.236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7338.712891 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7338.713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7360.688965 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7360.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7364.755371 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7364.755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7365.687012 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7365.687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7365.687012 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7365.687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6838.372559 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6838.373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6602.836914 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6602.837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6724.642578 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6724.643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6788.489258 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6788.489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6808.594238 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6808.594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6809.787109 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6809.787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6811.456543 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6811.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6811.456543 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -6811.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8592.380859 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8592.381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8653.481445 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8653.481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8678.728516 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -8678.729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8683.159180 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8683.159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8688.925781 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8688.926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8693.586914 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8693.587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8694.999023 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8694.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8694.999023 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -8694.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10857.882812 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10857.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10554.565430 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10554.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10665.611328 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10665.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10715.580078 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10715.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10733.629883 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10733.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10744.209961 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10744.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10754.112305 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10754.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10761.066406 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10761.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10770.250977 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10770.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10774.775391 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10774.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10781.809570 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10781.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10783.835938 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -10783.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10783.835938 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -10783.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -33989.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -33989.78 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 302 members 
Entering Unmasked Estep 
Score: -33457.640625 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -33457.64 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33607.566406 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -33607.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33651.242188 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -33651.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33705.769531 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -33705.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33769.605469 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -33769.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33813.238281 Penalty: 576.489929
	Iteration 5F: 3 clusters Score -33813.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33837.218750 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -33837.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33850.660156 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -33850.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33865.261719 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -33865.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33878.765625 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -33878.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33886.332031 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -33886.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33889.242188 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -33889.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33890.894531 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -33890.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33894.750000 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -33894.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33896.453125 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -33896.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33900.804688 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -33900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33902.261719 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -33902.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33903.707031 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -33903.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33903.910156 Penalty: 576.489929
	Iteration 18Q: 3 clusters Score -33903.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33904.050781 Penalty: 576.489929
	Iteration 19Q: 3 clusters Score -33904.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33904.050781 Penalty: 576.489929
	Iteration 20F: 3 clusters Score -33904.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -18958.312500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -18958.31 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 126 members 
Entering Unmasked Estep 
Score: -18613.148438 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -18613.15 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18700.380859 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -18700.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18728.931641 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -18728.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18749.156250 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -18749.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18756.886719 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -18756.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18761.953125 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -18761.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18771.433594 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -18771.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18777.207031 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -18777.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18783.693359 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -18783.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18785.513672 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -18785.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18786.310547 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -18786.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18787.498047 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -18787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18792.001953 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -18792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18800.896484 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -18800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18802.447266 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -18802.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18802.447266 Penalty: 510.127991
	Iteration 15F: 3 clusters Score -18802.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129973 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144586 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129157 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 107682 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58231 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209168.000000 Penalty: 53495.402344
Iteration 279Q: 86 clusters Score -5.820917e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129962 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15838 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 14368 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9466 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144589 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112115 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129150 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112582 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 108000 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34071 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58141 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209244.000000 Penalty: 53495.402344
Iteration 280F: 86 clusters Score -5.820924e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129960 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15830 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 8850 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19094 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144597 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129153 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112366 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4745 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 108295 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34067 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58076 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209120.000000 Penalty: 53495.402344
Iteration 281Q: 86 clusters Score -5.820912e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129947 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 8848 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9435 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19107 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144599 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112112 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129149 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 112144 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4740 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 108589 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34066 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58025 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209208.000000 Penalty: 53495.402344
Iteration 282Q: 86 clusters Score -5.820921e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129932 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15824 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 8845 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19120 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144604 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112112 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129147 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 111845 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4736 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 108898 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34069 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58038 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209220.000000 Penalty: 53495.402344
Iteration 283Q: 86 clusters Score -5.820922e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129923 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15819 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9416 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19127 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144611 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112111 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129149 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 111451 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4732 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 109251 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34070 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58096 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209264.000000 Penalty: 53495.402344
Iteration 284Q: 86 clusters Score -5.820926e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129915 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15813 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 8840 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19136 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144611 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112115 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129148 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 110961 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4732 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 109657 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34075 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209212.000000 Penalty: 53495.402344
Iteration 285Q: 86 clusters Score -5.820921e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129909 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15809 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 8840 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19144 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144612 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112116 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129149 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 110409 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4726 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 110070 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34077 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58355 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209184.000000 Penalty: 53495.402344
Iteration 286Q: 86 clusters Score -5.820918e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129898 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 14371 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19156 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144612 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129149 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 109757 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4727 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 110508 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34079 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58583 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209156.000000 Penalty: 53495.402344
Iteration 287Q: 86 clusters Score -5.820916e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129893 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19164 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144614 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112110 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129145 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 109011 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4721 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 110982 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34084 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 58871 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209016.000000 Penalty: 53495.402344
Iteration 288Q: 86 clusters Score -5.820902e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129886 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19169 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144612 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112115 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129140 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 108153 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4703 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 111462 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34086 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59267 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209116.000000 Penalty: 53495.402344
Iteration 289Q: 86 clusters Score -5.820912e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129878 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15802 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7053 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9347 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19177 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144617 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112115 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129134 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 107160 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4690 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 111989 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34087 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 59732 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209296.000000 Penalty: 53495.402344
Iteration 290Q: 86 clusters Score -5.82093e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129872 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19189 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144622 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112111 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129132 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 106059 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 112564 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34084 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60266 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209284.000000 Penalty: 53495.402344
Iteration 291Q: 86 clusters Score -5.820928e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129862 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15800 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 8836 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9339 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19201 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144619 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129133 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 104796 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4682 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 113245 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34085 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 60854 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209316.000000 Penalty: 53495.402344
Iteration 292Q: 86 clusters Score -5.820932e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129844 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15799 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 8835 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19209 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144620 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112113 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129135 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 103416 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4679 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 113955 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34087 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 61522 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209280.000000 Penalty: 53495.402344
Iteration 293Q: 86 clusters Score -5.820928e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129827 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15797 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 14376 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9317 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19222 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144625 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129144 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 101901 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4677 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 114740 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34086 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 62260 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209272.000000 Penalty: 53495.402344
Iteration 294Q: 86 clusters Score -5.820927e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129812 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15797 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 14376 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19232 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144636 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112097 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129146 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 100130 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4682 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 115629 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34087 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 63143 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209208.000000 Penalty: 53495.402344
Iteration 295Q: 86 clusters Score -5.820921e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129807 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15797 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9291 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19239 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144641 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112093 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129146 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 98168 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4684 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116645 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34086 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 64103 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208944.000000 Penalty: 53495.402344
Iteration 296Q: 86 clusters Score -5.820894e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129797 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15797 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19243 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144643 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112095 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129147 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 95888 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4685 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117858 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34088 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 65190 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209016.000000 Penalty: 53495.402344
Iteration 297Q: 86 clusters Score -5.820902e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129789 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19248 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144645 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112099 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129141 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 93464 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119118 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34090 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 66367 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208708.000000 Penalty: 53495.402344
Iteration 298Q: 86 clusters Score -5.820871e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129776 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19253 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144645 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129133 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 90783 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4714 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120431 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34094 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 67741 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208036.000000 Penalty: 53495.402344
Iteration 299Q: 86 clusters Score -5.820804e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129773 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144652 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112116 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129118 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 87899 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4736 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121844 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34098 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 69202 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207872.000000 Penalty: 53495.402344
Iteration 300F: 86 clusters Score -5.820787e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129763 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144665 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112114 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129099 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 84882 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4750 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 123377 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34106 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 70690 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207616.000000 Penalty: 53495.402344
Iteration 301Q: 86 clusters Score -5.820762e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129758 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15792 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19271 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144669 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112121 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129083 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 81815 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4765 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 124897 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34110 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 72240 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207176.000000 Penalty: 53495.402344
Iteration 302Q: 86 clusters Score -5.820718e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129750 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15789 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144679 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112123 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129079 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 78791 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4772 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 126354 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34110 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 73816 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206780.000000 Penalty: 53495.402344
Iteration 303Q: 86 clusters Score -5.820678e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129743 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15788 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144688 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112123 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129076 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 75656 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4786 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 127825 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34108 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 75498 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206472.000000 Penalty: 53495.402344
Iteration 304Q: 86 clusters Score -5.820647e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129731 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15786 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144695 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112120 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129075 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 72643 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4784 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 129169 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34110 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 77203 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206144.000000 Penalty: 53495.402344
Iteration 305Q: 86 clusters Score -5.820614e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129728 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15782 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 7067 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144704 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112112 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129076 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 69618 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4782 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 130539 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34112 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 78892 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205936.000000 Penalty: 53495.402344
Iteration 306Q: 86 clusters Score -5.820594e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129717 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15781 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 7069 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144707 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112108 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129081 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 66699 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4779 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 131742 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34116 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 80647 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205816.000000 Penalty: 53495.402344
Iteration 307Q: 86 clusters Score -5.820582e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129702 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144715 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112099 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129089 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 63915 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4762 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 132846 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 321 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34119 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 82369 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205872.000000 Penalty: 53495.402344
Iteration 308Q: 86 clusters Score -5.820587e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129696 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 7071 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8991 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144717 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112092 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129099 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 61032 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4753 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 134029 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34120 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 84124 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206060.000000 Penalty: 53495.402344
Iteration 309Q: 86 clusters Score -5.820606e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129696 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 7071 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19288 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144725 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112088 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 129108 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 58261 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4736 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 135103 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34119 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 85878 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205816.000000 Penalty: 53495.402344
Iteration 310Q: 86 clusters Score -5.820582e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129693 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144738 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112076 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129118 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 55592 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4715 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 136134 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34118 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 87564 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205636.000000 Penalty: 53495.402344
Iteration 311Q: 86 clusters Score -5.820564e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129692 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8895 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144737 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112076 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129127 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 53062 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4699 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 137057 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34117 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 89221 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205572.000000 Penalty: 53495.402344
Iteration 312Q: 86 clusters Score -5.820557e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129687 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144741 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112075 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129132 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 50654 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4679 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 137928 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34121 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 90822 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205420.000000 Penalty: 53495.402344
Iteration 313Q: 86 clusters Score -5.820542e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129679 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15767 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144757 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112061 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129134 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 48303 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4652 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 138820 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34126 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 92333 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205448.000000 Penalty: 53495.402344
Iteration 314Q: 86 clusters Score -5.820545e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129674 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144771 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112046 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 129137 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 46136 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4614 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 139537 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34127 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 93834 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205364.000000 Penalty: 53495.402344
Iteration 315Q: 86 clusters Score -5.820536e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129668 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15764 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19295 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144786 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112036 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5727 members 
Mstep: Class 29 contains 129142 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 44133 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4572 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140129 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34128 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 95304 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205352.000000 Penalty: 53495.402344
Iteration 316Q: 86 clusters Score -5.820535e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129664 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15763 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144797 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112023 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129150 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 42292 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4544 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140696 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34130 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 96639 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205520.000000 Penalty: 53495.402344
Iteration 317Q: 86 clusters Score -5.820552e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129668 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8774 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144813 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112011 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5726 members 
Mstep: Class 29 contains 129153 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 40497 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4527 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141241 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 97943 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205612.000000 Penalty: 53495.402344
Iteration 318Q: 86 clusters Score -5.820561e+07 nChanged 3044
Entering ConstructFrom: 
Score: -58205612.000000 Penalty: 53495.402344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -60328.996094 Penalty: 316.043640
	Iteration 0F: 2 clusters Score -60329 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 512 members 
Entering Unmasked Estep 
Score: -59500.167969 Penalty: 632.087280
	Iteration 0F: 3 clusters Score -59500.17 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59779.894531 Penalty: 632.087280
	Iteration 1F: 3 clusters Score -59779.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59840.738281 Penalty: 632.087280
	Iteration 2F: 3 clusters Score -59840.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59878.582031 Penalty: 632.087280
	Iteration 3F: 3 clusters Score -59878.58 nChanged 44
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: -59905.808594 Penalty: 632.087280
	Iteration 4Q: 3 clusters Score -59905.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59934.796875 Penalty: 632.087280
	Iteration 5Q: 3 clusters Score -59934.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59967.253906 Penalty: 632.087280
	Iteration 6Q: 3 clusters Score -59967.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59994.804688 Penalty: 632.087280
	Iteration 7Q: 3 clusters Score -59994.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60027.203125 Penalty: 632.087280
	Iteration 8Q: 3 clusters Score -60027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60070.125000 Penalty: 632.087280
	Iteration 9Q: 3 clusters Score -60070.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60111.781250 Penalty: 632.087280
	Iteration 10Q: 3 clusters Score -60111.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60130.894531 Penalty: 632.087280
	Iteration 11Q: 3 clusters Score -60130.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60146.429688 Penalty: 632.087280
	Iteration 12Q: 3 clusters Score -60146.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60169.191406 Penalty: 632.087280
	Iteration 13Q: 3 clusters Score -60169.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60184.089844 Penalty: 632.087280
	Iteration 14Q: 3 clusters Score -60184.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60193.769531 Penalty: 632.087280
	Iteration 15Q: 3 clusters Score -60193.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60203.488281 Penalty: 632.087280
	Iteration 16Q: 3 clusters Score -60203.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60208.683594 Penalty: 632.087280
	Iteration 17Q: 3 clusters Score -60208.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60213.292969 Penalty: 632.087280
	Iteration 18Q: 3 clusters Score -60213.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60215.445312 Penalty: 632.087280
	Iteration 19Q: 3 clusters Score -60215.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60219.066406 Penalty: 632.087280
	Iteration 20F: 3 clusters Score -60219.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60222.726562 Penalty: 632.087280
	Iteration 21Q: 3 clusters Score -60222.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60224.562500 Penalty: 632.087280
	Iteration 22Q: 3 clusters Score -60224.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60227.195312 Penalty: 632.087280
	Iteration 23Q: 3 clusters Score -60227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60227.503906 Penalty: 632.087280
	Iteration 24Q: 3 clusters Score -60227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60229.425781 Penalty: 632.087280
	Iteration 25Q: 3 clusters Score -60229.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60230.226562 Penalty: 632.087280
	Iteration 26Q: 3 clusters Score -60230.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60230.539062 Penalty: 632.087280
	Iteration 27Q: 3 clusters Score -60230.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60230.539062 Penalty: 632.087280
	Iteration 28F: 3 clusters Score -60230.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Entering Unmasked Estep 
Score: -7754613.000000 Penalty: 535.660034
	Iteration 0F: 2 clusters Score -7754613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -7672232.500000 Penalty: 1071.320068
	Iteration 0F: 3 clusters Score -7672232 nChanged 63501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -7711456.500000 Penalty: 1071.320068
	Iteration 1F: 3 clusters Score -7711456 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -7713822.000000 Penalty: 1071.320068
	Iteration 2Q: 3 clusters Score -7713822 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -7717958.000000 Penalty: 1071.320068
	Iteration 3F: 3 clusters Score -7717958 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7724953.000000 Penalty: 1071.320068
	Iteration 4F: 3 clusters Score -7724953 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -7735255.000000 Penalty: 1071.320068
	Iteration 5F: 3 clusters Score -7735255 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7744974.000000 Penalty: 1071.320068
	Iteration 6F: 3 clusters Score -7744974 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7750757.000000 Penalty: 1071.320068
	Iteration 7F: 3 clusters Score -7750757 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7753071.000000 Penalty: 1071.320068
	Iteration 8Q: 3 clusters Score -7753071 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129062 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7753780.000000 Penalty: 1071.320068
	Iteration 9Q: 3 clusters Score -7753780 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7753988.500000 Penalty: 1071.320068
	Iteration 10Q: 3 clusters Score -7753988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7754087.500000 Penalty: 1071.320068
	Iteration 11Q: 3 clusters Score -7754088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7754122.000000 Penalty: 1071.320068
	Iteration 12Q: 3 clusters Score -7754122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7754151.000000 Penalty: 1071.320068
	Iteration 13Q: 3 clusters Score -7754151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7754157.500000 Penalty: 1071.320068
	Iteration 14Q: 3 clusters Score -7754158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7754175.000000 Penalty: 1071.320068
	Iteration 15Q: 3 clusters Score -7754175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7754183.000000 Penalty: 1071.320068
	Iteration 16Q: 3 clusters Score -7754183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129590 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7754190.000000 Penalty: 1071.320068
	Iteration 17Q: 3 clusters Score -7754190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7754192.500000 Penalty: 1071.320068
	Iteration 18Q: 3 clusters Score -7754192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7754191.000000 Penalty: 1071.320068
	Iteration 19Q: 3 clusters Score -7754191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129586 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7754200.000000 Penalty: 1071.320068
	Iteration 20F: 3 clusters Score -7754200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7754199.000000 Penalty: 1071.320068
	Iteration 21Q: 3 clusters Score -7754199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7754199.000000 Penalty: 1071.320068
	Iteration 22F: 3 clusters Score -7754199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -4052.261719 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -4052.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3878.764404 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3878.764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3979.887939 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3979.888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3989.348633 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -3989.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3993.277344 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3993.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4011.137451 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -4011.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4025.953125 Penalty: 407.437653
	Iteration 5Q: 3 clusters Score -4025.953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4029.570557 Penalty: 407.437653
	Iteration 6Q: 3 clusters Score -4029.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4029.570557 Penalty: 407.437653
	Iteration 7F: 3 clusters Score -4029.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Entering Unmasked Estep 
Score: -944918.062500 Penalty: 439.770874
	Iteration 0F: 2 clusters Score -944918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -934461.187500 Penalty: 879.541748
	Iteration 0F: 3 clusters Score -934461.2 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -939071.625000 Penalty: 879.541748
	Iteration 1F: 3 clusters Score -939071.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -939622.812500 Penalty: 879.541748
	Iteration 2F: 3 clusters Score -939622.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -940282.437500 Penalty: 879.541748
	Iteration 3F: 3 clusters Score -940282.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -941046.625000 Penalty: 879.541748
	Iteration 4F: 3 clusters Score -941046.6 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -941866.125000 Penalty: 879.541748
	Iteration 5F: 3 clusters Score -941866.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -942574.062500 Penalty: 879.541748
	Iteration 6F: 3 clusters Score -942574.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -943000.375000 Penalty: 879.541748
	Iteration 7Q: 3 clusters Score -943000.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -943245.937500 Penalty: 879.541748
	Iteration 8Q: 3 clusters Score -943245.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -943381.062500 Penalty: 879.541748
	Iteration 9Q: 3 clusters Score -943381.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -943467.625000 Penalty: 879.541748
	Iteration 10Q: 3 clusters Score -943467.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -943530.125000 Penalty: 879.541748
	Iteration 11Q: 3 clusters Score -943530.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -943590.062500 Penalty: 879.541748
	Iteration 12Q: 3 clusters Score -943590.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -943657.125000 Penalty: 879.541748
	Iteration 13Q: 3 clusters Score -943657.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -943744.937500 Penalty: 879.541748
	Iteration 14Q: 3 clusters Score -943744.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -943819.937500 Penalty: 879.541748
	Iteration 15Q: 3 clusters Score -943819.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -943889.500000 Penalty: 879.541748
	Iteration 16Q: 3 clusters Score -943889.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -943971.875000 Penalty: 879.541748
	Iteration 17Q: 3 clusters Score -943971.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -944067.750000 Penalty: 879.541748
	Iteration 18Q: 3 clusters Score -944067.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -944135.375000 Penalty: 879.541748
	Iteration 19Q: 3 clusters Score -944135.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -944183.625000 Penalty: 879.541748
	Iteration 20F: 3 clusters Score -944183.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -944226.750000 Penalty: 879.541748
	Iteration 21Q: 3 clusters Score -944226.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -944265.375000 Penalty: 879.541748
	Iteration 22Q: 3 clusters Score -944265.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -944294.125000 Penalty: 879.541748
	Iteration 23Q: 3 clusters Score -944294.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -944322.875000 Penalty: 879.541748
	Iteration 24Q: 3 clusters Score -944322.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -944342.375000 Penalty: 879.541748
	Iteration 25Q: 3 clusters Score -944342.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -944363.875000 Penalty: 879.541748
	Iteration 26Q: 3 clusters Score -944363.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -944377.187500 Penalty: 879.541748
	Iteration 27Q: 3 clusters Score -944377.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -944394.750000 Penalty: 879.541748
	Iteration 28Q: 3 clusters Score -944394.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -944419.562500 Penalty: 879.541748
	Iteration 29Q: 3 clusters Score -944419.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -944433.187500 Penalty: 879.541748
	Iteration 30Q: 3 clusters Score -944433.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -944444.000000 Penalty: 879.541748
	Iteration 31Q: 3 clusters Score -944444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -944452.875000 Penalty: 879.541748
	Iteration 32Q: 3 clusters Score -944452.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -944464.687500 Penalty: 879.541748
	Iteration 33Q: 3 clusters Score -944464.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -944470.812500 Penalty: 879.541748
	Iteration 34Q: 3 clusters Score -944470.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -944472.562500 Penalty: 879.541748
	Iteration 35Q: 3 clusters Score -944472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -944478.125000 Penalty: 879.541748
	Iteration 36Q: 3 clusters Score -944478.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -944481.000000 Penalty: 879.541748
	Iteration 37Q: 3 clusters Score -944481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -944489.312500 Penalty: 879.541748
	Iteration 38Q: 3 clusters Score -944489.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -944492.500000 Penalty: 879.541748
	Iteration 39Q: 3 clusters Score -944492.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -944497.000000 Penalty: 879.541748
	Iteration 40F: 3 clusters Score -944497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -944501.812500 Penalty: 879.541748
	Iteration 41Q: 3 clusters Score -944501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -944505.562500 Penalty: 879.541748
	Iteration 42Q: 3 clusters Score -944505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -944512.375000 Penalty: 879.541748
	Iteration 43Q: 3 clusters Score -944512.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -944516.937500 Penalty: 879.541748
	Iteration 44Q: 3 clusters Score -944516.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -944520.875000 Penalty: 879.541748
	Iteration 45Q: 3 clusters Score -944520.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -944525.625000 Penalty: 879.541748
	Iteration 46Q: 3 clusters Score -944525.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -944531.812500 Penalty: 879.541748
	Iteration 47Q: 3 clusters Score -944531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -944539.250000 Penalty: 879.541748
	Iteration 48Q: 3 clusters Score -944539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -944540.750000 Penalty: 879.541748
	Iteration 49Q: 3 clusters Score -944540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -944541.125000 Penalty: 879.541748
	Iteration 50Q: 3 clusters Score -944541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -944544.437500 Penalty: 879.541748
	Iteration 51Q: 3 clusters Score -944544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -944546.375000 Penalty: 879.541748
	Iteration 52Q: 3 clusters Score -944546.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -944546.937500 Penalty: 879.541748
	Iteration 53Q: 3 clusters Score -944546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -944548.500000 Penalty: 879.541748
	Iteration 54Q: 3 clusters Score -944548.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -944551.375000 Penalty: 879.541748
	Iteration 55Q: 3 clusters Score -944551.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -944555.000000 Penalty: 879.541748
	Iteration 56Q: 3 clusters Score -944555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -944557.062500 Penalty: 879.541748
	Iteration 57Q: 3 clusters Score -944557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -944560.625000 Penalty: 879.541748
	Iteration 58Q: 3 clusters Score -944560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -944564.062500 Penalty: 879.541748
	Iteration 59Q: 3 clusters Score -944564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -944564.687500 Penalty: 879.541748
	Iteration 60F: 3 clusters Score -944564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -944568.062500 Penalty: 879.541748
	Iteration 61Q: 3 clusters Score -944568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -944570.437500 Penalty: 879.541748
	Iteration 62Q: 3 clusters Score -944570.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -944580.312500 Penalty: 879.541748
	Iteration 63Q: 3 clusters Score -944580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -944585.125000 Penalty: 879.541748
	Iteration 64Q: 3 clusters Score -944585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -944594.937500 Penalty: 879.541748
	Iteration 65Q: 3 clusters Score -944594.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -944596.750000 Penalty: 879.541748
	Iteration 66Q: 3 clusters Score -944596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -944601.812500 Penalty: 879.541748
	Iteration 67Q: 3 clusters Score -944601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -944602.750000 Penalty: 879.541748
	Iteration 68Q: 3 clusters Score -944602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -944607.250000 Penalty: 879.541748
	Iteration 69Q: 3 clusters Score -944607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -944609.937500 Penalty: 879.541748
	Iteration 70Q: 3 clusters Score -944609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -944611.187500 Penalty: 879.541748
	Iteration 71Q: 3 clusters Score -944611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -944611.687500 Penalty: 879.541748
	Iteration 72Q: 3 clusters Score -944611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -944612.687500 Penalty: 879.541748
	Iteration 73Q: 3 clusters Score -944612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -944612.687500 Penalty: 879.541748
	Iteration 74F: 3 clusters Score -944612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -197188.343750 Penalty: 374.357758
	Iteration 0F: 2 clusters Score -197188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -194640.203125 Penalty: 748.715515
	Iteration 0F: 3 clusters Score -194640.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -195718.328125 Penalty: 748.715515
	Iteration 1F: 3 clusters Score -195718.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -195916.937500 Penalty: 748.715515
	Iteration 2F: 3 clusters Score -195916.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -196050.562500 Penalty: 748.715515
	Iteration 3F: 3 clusters Score -196050.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -196172.718750 Penalty: 748.715515
	Iteration 4F: 3 clusters Score -196172.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -196316.937500 Penalty: 748.715515
	Iteration 5Q: 3 clusters Score -196316.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -196488.921875 Penalty: 748.715515
	Iteration 6F: 3 clusters Score -196488.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -196623.500000 Penalty: 748.715515
	Iteration 7Q: 3 clusters Score -196623.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -196771.000000 Penalty: 748.715515
	Iteration 8Q: 3 clusters Score -196771 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -196905.796875 Penalty: 748.715515
	Iteration 9Q: 3 clusters Score -196905.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -197014.625000 Penalty: 748.715515
	Iteration 10Q: 3 clusters Score -197014.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -197095.250000 Penalty: 748.715515
	Iteration 11Q: 3 clusters Score -197095.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -197132.734375 Penalty: 748.715515
	Iteration 12Q: 3 clusters Score -197132.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -197149.796875 Penalty: 748.715515
	Iteration 13Q: 3 clusters Score -197149.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -197160.734375 Penalty: 748.715515
	Iteration 14Q: 3 clusters Score -197160.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -197168.125000 Penalty: 748.715515
	Iteration 15Q: 3 clusters Score -197168.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -197174.859375 Penalty: 748.715515
	Iteration 16Q: 3 clusters Score -197174.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -197179.906250 Penalty: 748.715515
	Iteration 17Q: 3 clusters Score -197179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -197182.109375 Penalty: 748.715515
	Iteration 18Q: 3 clusters Score -197182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -197182.937500 Penalty: 748.715515
	Iteration 19Q: 3 clusters Score -197182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -197184.156250 Penalty: 748.715515
	Iteration 20F: 3 clusters Score -197184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -197185.218750 Penalty: 748.715515
	Iteration 21Q: 3 clusters Score -197185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -197186.843750 Penalty: 748.715515
	Iteration 22Q: 3 clusters Score -197186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -197187.687500 Penalty: 748.715515
	Iteration 23Q: 3 clusters Score -197187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -197187.703125 Penalty: 748.715515
	Iteration 24Q: 3 clusters Score -197187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -197187.734375 Penalty: 748.715515
	Iteration 25Q: 3 clusters Score -197187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -197187.609375 Penalty: 748.715515
	Iteration 26Q: 3 clusters Score -197187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -197188.046875 Penalty: 748.715515
	Iteration 27Q: 3 clusters Score -197188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -197188.546875 Penalty: 748.715515
	Iteration 28Q: 3 clusters Score -197188.5 nChanged 3
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: -197188.703125 Penalty: 748.715515
	Iteration 29Q: 3 clusters Score -197188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -197188.468750 Penalty: 748.715515
	Iteration 30Q: 3 clusters Score -197188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -197188.734375 Penalty: 748.715515
	Iteration 31Q: 3 clusters Score -197188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -197188.734375 Penalty: 748.715515
	Iteration 32F: 3 clusters Score -197188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 38828 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
Score: -58205640.000000 Penalty: 54124.761719
Splitting cluster 5 changes total score from -58205612.000000 to -58205640.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 6 (8834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Entering Unmasked Estep 
Score: -533017.625000 Penalty: 413.429504
	Iteration 0F: 2 clusters Score -533017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -527105.625000 Penalty: 826.859009
	Iteration 0F: 3 clusters Score -527105.6 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -529229.062500 Penalty: 826.859009
	Iteration 1F: 3 clusters Score -529229.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -529386.062500 Penalty: 826.859009
	Iteration 2Q: 3 clusters Score -529386.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -529568.562500 Penalty: 826.859009
	Iteration 3Q: 3 clusters Score -529568.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -529822.312500 Penalty: 826.859009
	Iteration 4F: 3 clusters Score -529822.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -530189.687500 Penalty: 826.859009
	Iteration 5F: 3 clusters Score -530189.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -530692.125000 Penalty: 826.859009
	Iteration 6F: 3 clusters Score -530692.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -531179.125000 Penalty: 826.859009
	Iteration 7F: 3 clusters Score -531179.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -531612.875000 Penalty: 826.859009
	Iteration 8F: 3 clusters Score -531612.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -531875.312500 Penalty: 826.859009
	Iteration 9Q: 3 clusters Score -531875.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -532055.562500 Penalty: 826.859009
	Iteration 10Q: 3 clusters Score -532055.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -532170.500000 Penalty: 826.859009
	Iteration 11Q: 3 clusters Score -532170.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -532264.500000 Penalty: 826.859009
	Iteration 12Q: 3 clusters Score -532264.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -532339.625000 Penalty: 826.859009
	Iteration 13Q: 3 clusters Score -532339.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -532401.500000 Penalty: 826.859009
	Iteration 14Q: 3 clusters Score -532401.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -532457.750000 Penalty: 826.859009
	Iteration 15Q: 3 clusters Score -532457.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -532501.437500 Penalty: 826.859009
	Iteration 16Q: 3 clusters Score -532501.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -532532.625000 Penalty: 826.859009
	Iteration 17Q: 3 clusters Score -532532.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -532548.937500 Penalty: 826.859009
	Iteration 18Q: 3 clusters Score -532548.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -532564.375000 Penalty: 826.859009
	Iteration 19Q: 3 clusters Score -532564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -532574.750000 Penalty: 826.859009
	Iteration 20F: 3 clusters Score -532574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -532592.437500 Penalty: 826.859009
	Iteration 21Q: 3 clusters Score -532592.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -532607.937500 Penalty: 826.859009
	Iteration 22Q: 3 clusters Score -532607.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -532625.187500 Penalty: 826.859009
	Iteration 23Q: 3 clusters Score -532625.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -532636.875000 Penalty: 826.859009
	Iteration 24Q: 3 clusters Score -532636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -532644.625000 Penalty: 826.859009
	Iteration 25Q: 3 clusters Score -532644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -532652.437500 Penalty: 826.859009
	Iteration 26Q: 3 clusters Score -532652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -532659.250000 Penalty: 826.859009
	Iteration 27Q: 3 clusters Score -532659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -532669.750000 Penalty: 826.859009
	Iteration 28Q: 3 clusters Score -532669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -532680.187500 Penalty: 826.859009
	Iteration 29Q: 3 clusters Score -532680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -532688.375000 Penalty: 826.859009
	Iteration 30Q: 3 clusters Score -532688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -532692.000000 Penalty: 826.859009
	Iteration 31Q: 3 clusters Score -532692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -532697.000000 Penalty: 826.859009
	Iteration 32Q: 3 clusters Score -532697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -532698.375000 Penalty: 826.859009
	Iteration 33Q: 3 clusters Score -532698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -532699.625000 Penalty: 826.859009
	Iteration 34Q: 3 clusters Score -532699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -532703.375000 Penalty: 826.859009
	Iteration 35Q: 3 clusters Score -532703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -532704.250000 Penalty: 826.859009
	Iteration 36Q: 3 clusters Score -532704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -532704.812500 Penalty: 826.859009
	Iteration 37Q: 3 clusters Score -532704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -532704.937500 Penalty: 826.859009
	Iteration 38Q: 3 clusters Score -532704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -532705.312500 Penalty: 826.859009
	Iteration 39Q: 3 clusters Score -532705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -532705.312500 Penalty: 826.859009
	Iteration 40F: 3 clusters Score -532705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -82895.765625 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -82895.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81861.125000 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -81861.12 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -82197.195312 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -82197.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -82240.875000 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -82240.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -82277.171875 Penalty: 658.637817
	Iteration 3Q: 3 clusters Score -82277.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -82318.359375 Penalty: 658.637817
	Iteration 4Q: 3 clusters Score -82318.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82356.843750 Penalty: 658.637817
	Iteration 5Q: 3 clusters Score -82356.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -82406.367188 Penalty: 658.637817
	Iteration 6Q: 3 clusters Score -82406.37 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82464.148438 Penalty: 658.637817
	Iteration 7F: 3 clusters Score -82464.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82510.031250 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -82510.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82549.117188 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -82549.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82578.492188 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -82578.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82601.015625 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -82601.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82610.101562 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -82610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82615.726562 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -82615.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82619.734375 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -82619.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82621.656250 Penalty: 658.637817
	Iteration 15Q: 3 clusters Score -82621.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82622.960938 Penalty: 658.637817
	Iteration 16Q: 3 clusters Score -82622.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -82623.460938 Penalty: 658.637817
	Iteration 17Q: 3 clusters Score -82623.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82623.679688 Penalty: 658.637817
	Iteration 18Q: 3 clusters Score -82623.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82623.679688 Penalty: 658.637817
	Iteration 19F: 3 clusters Score -82623.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25436.656250 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25436.66 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25614.093750 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25614.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25656.240234 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25656.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25686.164062 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -25686.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25711.685547 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25711.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25750.455078 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25750.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25776.480469 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25776.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25795.642578 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25795.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25819.800781 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25833.703125 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25844.611328 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25844.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25849.396484 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25849.396484 Penalty: 553.273926
	Iteration 12F: 3 clusters Score -25849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 153 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 38828 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 284 members 
Entering Unmasked Estep 
Score: -58205264.000000 Penalty: 54754.117188
Splitting cluster 8 changes total score from -58205612.000000 to -58205264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -39906.359375 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -39906.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39307.363281 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -39307.36 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39471.605469 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -39471.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39513.214844 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -39513.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39545.226562 Penalty: 590.655823
	Iteration 3F: 3 clusters Score -39545.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39566.046875 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -39566.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39573.093750 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -39573.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39577.402344 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -39577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39586.968750 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -39586.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39599.437500 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -39599.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39609.191406 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -39609.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -39618.921875 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -39618.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39626.601562 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -39626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -39635.453125 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -39635.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -39639.781250 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -39639.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -39641.824219 Penalty: 590.655823
	Iteration 14Q: 3 clusters Score -39641.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39643.773438 Penalty: 590.655823
	Iteration 15Q: 3 clusters Score -39643.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -39645.113281 Penalty: 590.655823
	Iteration 16Q: 3 clusters Score -39645.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -39645.593750 Penalty: 590.655823
	Iteration 17Q: 3 clusters Score -39645.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -39645.593750 Penalty: 590.655823
	Iteration 18F: 3 clusters Score -39645.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16105.963867 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16105.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16153.892578 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16153.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16186.305664 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16186.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16209.208008 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -16209.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16216.913086 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16216.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16216.913086 Penalty: 507.066010
	Iteration 5F: 3 clusters Score -16216.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -31594.160156 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -31594.16 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 284 members 
Entering Unmasked Estep 
Score: -31053.652344 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -31053.65 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31174.074219 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -31174.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31204.281250 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -31204.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31217.552734 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -31217.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31224.662109 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -31224.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31231.671875 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -31231.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31235.683594 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -31235.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31238.982422 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -31238.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31243.576172 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -31243.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31246.392578 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -31246.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31249.304688 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -31249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31252.412109 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -31252.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31257.273438 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -31257.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31259.466797 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -31259.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31261.017578 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -31261.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31262.265625 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -31262.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31263.615234 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -31263.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31264.103516 Penalty: 575.353394
	Iteration 17Q: 3 clusters Score -31264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31264.103516 Penalty: 575.353394
	Iteration 18F: 3 clusters Score -31264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -408562.531250 Penalty: 403.210785
	Iteration 0F: 2 clusters Score -408562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -403790.531250 Penalty: 806.421570
	Iteration 0F: 3 clusters Score -403790.5 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -406178.531250 Penalty: 806.421570
	Iteration 1F: 3 clusters Score -406178.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -406735.968750 Penalty: 806.421570
	Iteration 2F: 3 clusters Score -406736 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -407269.406250 Penalty: 806.421570
	Iteration 3F: 3 clusters Score -407269.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -407661.406250 Penalty: 806.421570
	Iteration 4F: 3 clusters Score -407661.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -407916.125000 Penalty: 806.421570
	Iteration 5Q: 3 clusters Score -407916.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -408079.687500 Penalty: 806.421570
	Iteration 6Q: 3 clusters Score -408079.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -408205.593750 Penalty: 806.421570
	Iteration 7Q: 3 clusters Score -408205.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -408295.718750 Penalty: 806.421570
	Iteration 8Q: 3 clusters Score -408295.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -408361.062500 Penalty: 806.421570
	Iteration 9Q: 3 clusters Score -408361.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -408402.656250 Penalty: 806.421570
	Iteration 10Q: 3 clusters Score -408402.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -408421.593750 Penalty: 806.421570
	Iteration 11Q: 3 clusters Score -408421.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -408439.968750 Penalty: 806.421570
	Iteration 12Q: 3 clusters Score -408440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -408455.875000 Penalty: 806.421570
	Iteration 13Q: 3 clusters Score -408455.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -408464.125000 Penalty: 806.421570
	Iteration 14Q: 3 clusters Score -408464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -408468.750000 Penalty: 806.421570
	Iteration 15Q: 3 clusters Score -408468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -408472.593750 Penalty: 806.421570
	Iteration 16Q: 3 clusters Score -408472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -408474.000000 Penalty: 806.421570
	Iteration 17Q: 3 clusters Score -408474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -408474.687500 Penalty: 806.421570
	Iteration 18Q: 3 clusters Score -408474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -408475.000000 Penalty: 806.421570
	Iteration 19Q: 3 clusters Score -408475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -408475.343750 Penalty: 806.421570
	Iteration 20F: 3 clusters Score -408475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -408475.562500 Penalty: 806.421570
	Iteration 21Q: 3 clusters Score -408475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -408475.875000 Penalty: 806.421570
	Iteration 22Q: 3 clusters Score -408475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -408475.875000 Penalty: 806.421570
	Iteration 23F: 3 clusters Score -408475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Entering Unmasked Estep 
Score: -874580.062500 Penalty: 435.576355
	Iteration 0F: 2 clusters Score -874580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -865112.000000 Penalty: 871.152710
	Iteration 0F: 3 clusters Score -865112 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -869262.562500 Penalty: 871.152710
	Iteration 1F: 3 clusters Score -869262.6 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -869851.062500 Penalty: 871.152710
	Iteration 2F: 3 clusters Score -869851.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -870583.312500 Penalty: 871.152710
	Iteration 3F: 3 clusters Score -870583.3 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -871385.562500 Penalty: 871.152710
	Iteration 4F: 3 clusters Score -871385.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -872174.750000 Penalty: 871.152710
	Iteration 5F: 3 clusters Score -872174.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -872884.562500 Penalty: 871.152710
	Iteration 6F: 3 clusters Score -872884.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -873425.000000 Penalty: 871.152710
	Iteration 7Q: 3 clusters Score -873425 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -873753.562500 Penalty: 871.152710
	Iteration 8Q: 3 clusters Score -873753.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -873975.562500 Penalty: 871.152710
	Iteration 9Q: 3 clusters Score -873975.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -874085.062500 Penalty: 871.152710
	Iteration 10Q: 3 clusters Score -874085.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -874140.500000 Penalty: 871.152710
	Iteration 11Q: 3 clusters Score -874140.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -874198.250000 Penalty: 871.152710
	Iteration 12Q: 3 clusters Score -874198.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -874247.250000 Penalty: 871.152710
	Iteration 13Q: 3 clusters Score -874247.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -874279.437500 Penalty: 871.152710
	Iteration 14Q: 3 clusters Score -874279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -874301.312500 Penalty: 871.152710
	Iteration 15Q: 3 clusters Score -874301.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -874309.937500 Penalty: 871.152710
	Iteration 16Q: 3 clusters Score -874309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -874315.937500 Penalty: 871.152710
	Iteration 17Q: 3 clusters Score -874315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -874318.937500 Penalty: 871.152710
	Iteration 18Q: 3 clusters Score -874318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -874318.062500 Penalty: 871.152710
	Iteration 19Q: 3 clusters Score -874318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -874318.062500 Penalty: 871.152710
	Iteration 20F: 3 clusters Score -874318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -24884.888672 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -24884.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24450.554688 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -24450.55 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24646.392578 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -24646.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24690.074219 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -24690.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24715.824219 Penalty: 554.309204
	Iteration 3Q: 3 clusters Score -24715.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24725.916016 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -24725.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24739.339844 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -24739.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24759.433594 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -24759.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24776.466797 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -24776.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24789.052734 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -24789.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24794.117188 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -24794.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24795.250000 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -24795.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24795.250000 Penalty: 554.309204
	Iteration 11F: 3 clusters Score -24795.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -6855.028320 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -6855.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6522.486816 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6522.487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6631.855957 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -6631.856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6701.778320 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -6701.778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6708.547852 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -6708.548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6710.840332 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -6710.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6711.792480 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -6711.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6712.566895 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -6712.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6715.563965 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -6715.564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6722.854492 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -6722.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6725.520508 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -6725.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6730.432129 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -6730.432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6734.960449 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -6734.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6735.916992 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -6735.917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6736.108887 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -6736.109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6736.108887 Penalty: 506.371338
	Iteration 14F: 3 clusters Score -6736.109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -525154.750000 Penalty: 412.927155
	Iteration 0F: 2 clusters Score -525154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -519356.906250 Penalty: 825.854309
	Iteration 0F: 3 clusters Score -519356.9 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -521575.343750 Penalty: 825.854309
	Iteration 1F: 3 clusters Score -521575.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -521800.500000 Penalty: 825.854309
	Iteration 2F: 3 clusters Score -521800.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -522098.406250 Penalty: 825.854309
	Iteration 3F: 3 clusters Score -522098.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -522497.125000 Penalty: 825.854309
	Iteration 4F: 3 clusters Score -522497.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -522909.000000 Penalty: 825.854309
	Iteration 5F: 3 clusters Score -522909 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -523224.343750 Penalty: 825.854309
	Iteration 6F: 3 clusters Score -523224.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -523405.375000 Penalty: 825.854309
	Iteration 7Q: 3 clusters Score -523405.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -523493.125000 Penalty: 825.854309
	Iteration 8Q: 3 clusters Score -523493.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -523549.968750 Penalty: 825.854309
	Iteration 9Q: 3 clusters Score -523550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -523577.593750 Penalty: 825.854309
	Iteration 10Q: 3 clusters Score -523577.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -523599.656250 Penalty: 825.854309
	Iteration 11Q: 3 clusters Score -523599.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -523630.093750 Penalty: 825.854309
	Iteration 12Q: 3 clusters Score -523630.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -523661.062500 Penalty: 825.854309
	Iteration 13Q: 3 clusters Score -523661.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -523692.437500 Penalty: 825.854309
	Iteration 14Q: 3 clusters Score -523692.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -523728.718750 Penalty: 825.854309
	Iteration 15Q: 3 clusters Score -523728.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -523767.906250 Penalty: 825.854309
	Iteration 16Q: 3 clusters Score -523767.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -523805.062500 Penalty: 825.854309
	Iteration 17Q: 3 clusters Score -523805.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -523841.750000 Penalty: 825.854309
	Iteration 18Q: 3 clusters Score -523841.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -523878.312500 Penalty: 825.854309
	Iteration 19Q: 3 clusters Score -523878.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -523929.343750 Penalty: 825.854309
	Iteration 20F: 3 clusters Score -523929.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -524001.437500 Penalty: 825.854309
	Iteration 21Q: 3 clusters Score -524001.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -524102.812500 Penalty: 825.854309
	Iteration 22Q: 3 clusters Score -524102.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -524243.625000 Penalty: 825.854309
	Iteration 23Q: 3 clusters Score -524243.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -524375.750000 Penalty: 825.854309
	Iteration 24Q: 3 clusters Score -524375.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -524468.562500 Penalty: 825.854309
	Iteration 25Q: 3 clusters Score -524468.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -524540.687500 Penalty: 825.854309
	Iteration 26Q: 3 clusters Score -524540.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -524595.625000 Penalty: 825.854309
	Iteration 27Q: 3 clusters Score -524595.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -524635.250000 Penalty: 825.854309
	Iteration 28Q: 3 clusters Score -524635.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -524668.375000 Penalty: 825.854309
	Iteration 29Q: 3 clusters Score -524668.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -524698.625000 Penalty: 825.854309
	Iteration 30Q: 3 clusters Score -524698.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -524721.250000 Penalty: 825.854309
	Iteration 31Q: 3 clusters Score -524721.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -524743.250000 Penalty: 825.854309
	Iteration 32Q: 3 clusters Score -524743.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -524760.187500 Penalty: 825.854309
	Iteration 33Q: 3 clusters Score -524760.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -524769.937500 Penalty: 825.854309
	Iteration 34Q: 3 clusters Score -524769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -524782.375000 Penalty: 825.854309
	Iteration 35Q: 3 clusters Score -524782.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -524793.187500 Penalty: 825.854309
	Iteration 36Q: 3 clusters Score -524793.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -524800.812500 Penalty: 825.854309
	Iteration 37Q: 3 clusters Score -524800.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -524804.937500 Penalty: 825.854309
	Iteration 38Q: 3 clusters Score -524804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -524809.062500 Penalty: 825.854309
	Iteration 39Q: 3 clusters Score -524809.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -524812.687500 Penalty: 825.854309
	Iteration 40F: 3 clusters Score -524812.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -524813.875000 Penalty: 825.854309
	Iteration 41Q: 3 clusters Score -524813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -524818.437500 Penalty: 825.854309
	Iteration 42Q: 3 clusters Score -524818.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -524824.000000 Penalty: 825.854309
	Iteration 43Q: 3 clusters Score -524824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -524831.625000 Penalty: 825.854309
	Iteration 44Q: 3 clusters Score -524831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -524835.312500 Penalty: 825.854309
	Iteration 45Q: 3 clusters Score -524835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -524835.812500 Penalty: 825.854309
	Iteration 46Q: 3 clusters Score -524835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -524837.000000 Penalty: 825.854309
	Iteration 47Q: 3 clusters Score -524837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -524838.875000 Penalty: 825.854309
	Iteration 48Q: 3 clusters Score -524838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -524839.562500 Penalty: 825.854309
	Iteration 49Q: 3 clusters Score -524839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -524840.000000 Penalty: 825.854309
	Iteration 50Q: 3 clusters Score -524840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -524840.000000 Penalty: 825.854309
	Iteration 51F: 3 clusters Score -524840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Entering Unmasked Estep 
Score: -4363383.500000 Penalty: 509.334503
	Iteration 0F: 2 clusters Score -4363384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4314324.000000 Penalty: 1018.669006
	Iteration 0F: 3 clusters Score -4314324 nChanged 35182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4336071.500000 Penalty: 1018.669006
	Iteration 1F: 3 clusters Score -4336072 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -4337592.500000 Penalty: 1018.669006
	Iteration 2Q: 3 clusters Score -4337592 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -4340393.000000 Penalty: 1018.669006
	Iteration 3F: 3 clusters Score -4340393 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -4344824.000000 Penalty: 1018.669006
	Iteration 4F: 3 clusters Score -4344824 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -4350261.500000 Penalty: 1018.669006
	Iteration 5F: 3 clusters Score -4350262 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -4355215.500000 Penalty: 1018.669006
	Iteration 6F: 3 clusters Score -4355216 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -4358616.000000 Penalty: 1018.669006
	Iteration 7Q: 3 clusters Score -4358616 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -4360626.000000 Penalty: 1018.669006
	Iteration 8Q: 3 clusters Score -4360626 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -4361786.000000 Penalty: 1018.669006
	Iteration 9Q: 3 clusters Score -4361786 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -4362434.500000 Penalty: 1018.669006
	Iteration 10Q: 3 clusters Score -4362434 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -4362739.500000 Penalty: 1018.669006
	Iteration 11Q: 3 clusters Score -4362740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -4362853.000000 Penalty: 1018.669006
	Iteration 12Q: 3 clusters Score -4362853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -4362886.500000 Penalty: 1018.669006
	Iteration 13Q: 3 clusters Score -4362886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -4362910.500000 Penalty: 1018.669006
	Iteration 14Q: 3 clusters Score -4362910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -4362923.000000 Penalty: 1018.669006
	Iteration 15Q: 3 clusters Score -4362923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -4362930.000000 Penalty: 1018.669006
	Iteration 16Q: 3 clusters Score -4362930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -4362939.000000 Penalty: 1018.669006
	Iteration 17Q: 3 clusters Score -4362939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -4362950.500000 Penalty: 1018.669006
	Iteration 18Q: 3 clusters Score -4362950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -4362958.000000 Penalty: 1018.669006
	Iteration 19Q: 3 clusters Score -4362958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -4362958.000000 Penalty: 1018.669006
	Iteration 20F: 3 clusters Score -4362958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -4362962.000000 Penalty: 1018.669006
	Iteration 21Q: 3 clusters Score -4362962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -4362962.000000 Penalty: 1018.669006
	Iteration 22F: 3 clusters Score -4362962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Entering Unmasked Estep 
Score: -1154230.500000 Penalty: 448.973511
	Iteration 0F: 2 clusters Score -1154230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1141400.875000 Penalty: 897.947021
	Iteration 0F: 3 clusters Score -1141401 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1146705.625000 Penalty: 897.947021
	Iteration 1F: 3 clusters Score -1146706 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1147185.250000 Penalty: 897.947021
	Iteration 2F: 3 clusters Score -1147185 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1147876.375000 Penalty: 897.947021
	Iteration 3F: 3 clusters Score -1147876 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1148899.250000 Penalty: 897.947021
	Iteration 4F: 3 clusters Score -1148899 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1150145.625000 Penalty: 897.947021
	Iteration 5F: 3 clusters Score -1150146 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1151361.625000 Penalty: 897.947021
	Iteration 6F: 3 clusters Score -1151362 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1152224.750000 Penalty: 897.947021
	Iteration 7Q: 3 clusters Score -1152225 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1152719.500000 Penalty: 897.947021
	Iteration 8Q: 3 clusters Score -1152720 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1153014.625000 Penalty: 897.947021
	Iteration 9Q: 3 clusters Score -1153015 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1153206.750000 Penalty: 897.947021
	Iteration 10Q: 3 clusters Score -1153207 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1153389.250000 Penalty: 897.947021
	Iteration 11Q: 3 clusters Score -1153389 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1153513.125000 Penalty: 897.947021
	Iteration 12Q: 3 clusters Score -1153513 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1153601.875000 Penalty: 897.947021
	Iteration 13Q: 3 clusters Score -1153602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1153668.500000 Penalty: 897.947021
	Iteration 14Q: 3 clusters Score -1153668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1153716.000000 Penalty: 897.947021
	Iteration 15Q: 3 clusters Score -1153716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1153754.375000 Penalty: 897.947021
	Iteration 16Q: 3 clusters Score -1153754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1153784.625000 Penalty: 897.947021
	Iteration 17Q: 3 clusters Score -1153785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1153812.375000 Penalty: 897.947021
	Iteration 18Q: 3 clusters Score -1153812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1153844.875000 Penalty: 897.947021
	Iteration 19Q: 3 clusters Score -1153845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1153877.625000 Penalty: 897.947021
	Iteration 20F: 3 clusters Score -1153878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1153896.000000 Penalty: 897.947021
	Iteration 21Q: 3 clusters Score -1153896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1153899.250000 Penalty: 897.947021
	Iteration 22Q: 3 clusters Score -1153899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1153901.500000 Penalty: 897.947021
	Iteration 23Q: 3 clusters Score -1153902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1153905.375000 Penalty: 897.947021
	Iteration 24Q: 3 clusters Score -1153905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1153904.000000 Penalty: 897.947021
	Iteration 25Q: 3 clusters Score -1153904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1153906.625000 Penalty: 897.947021
	Iteration 26Q: 3 clusters Score -1153907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1153906.625000 Penalty: 897.947021
	Iteration 27Q: 3 clusters Score -1153907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1153909.625000 Penalty: 897.947021
	Iteration 28Q: 3 clusters Score -1153910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1153911.875000 Penalty: 897.947021
	Iteration 29Q: 3 clusters Score -1153912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1153915.500000 Penalty: 897.947021
	Iteration 30Q: 3 clusters Score -1153916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1153917.375000 Penalty: 897.947021
	Iteration 31Q: 3 clusters Score -1153917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1153917.625000 Penalty: 897.947021
	Iteration 32Q: 3 clusters Score -1153918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1153918.375000 Penalty: 897.947021
	Iteration 33Q: 3 clusters Score -1153918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1153919.500000 Penalty: 897.947021
	Iteration 34Q: 3 clusters Score -1153920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1153919.000000 Penalty: 897.947021
	Iteration 35Q: 3 clusters Score -1153919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1153917.875000 Penalty: 897.947021
	Iteration 36Q: 3 clusters Score -1153918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1153918.125000 Penalty: 897.947021
	Iteration 37Q: 3 clusters Score -1153918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1153920.125000 Penalty: 897.947021
	Iteration 38Q: 3 clusters Score -1153920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1153919.750000 Penalty: 897.947021
	Iteration 39Q: 3 clusters Score -1153920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1153919.500000 Penalty: 897.947021
	Iteration 40F: 3 clusters Score -1153920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1153920.625000 Penalty: 897.947021
	Iteration 41Q: 3 clusters Score -1153921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1153921.375000 Penalty: 897.947021
	Iteration 42Q: 3 clusters Score -1153921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1153920.375000 Penalty: 897.947021
	Iteration 43Q: 3 clusters Score -1153920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1153921.000000 Penalty: 897.947021
	Iteration 44Q: 3 clusters Score -1153921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1153922.750000 Penalty: 897.947021
	Iteration 45Q: 3 clusters Score -1153923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1153922.500000 Penalty: 897.947021
	Iteration 46Q: 3 clusters Score -1153922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1153923.250000 Penalty: 897.947021
	Iteration 47Q: 3 clusters Score -1153923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1153924.750000 Penalty: 897.947021
	Iteration 48Q: 3 clusters Score -1153925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -1153925.000000 Penalty: 897.947021
	Iteration 49Q: 3 clusters Score -1153925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1153924.625000 Penalty: 897.947021
	Iteration 50Q: 3 clusters Score -1153925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1153923.875000 Penalty: 897.947021
	Iteration 51Q: 3 clusters Score -1153924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1153923.875000 Penalty: 897.947021
	Iteration 52F: 3 clusters Score -1153924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8348.459961 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8348.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8089.700684 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8089.701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8190.366699 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8190.367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8250.524414 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -8250.524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8263.041016 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8263.041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8273.253906 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8273.254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8276.916016 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8276.916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8283.724609 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8283.725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8289.399414 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8289.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8289.399414 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -8289.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Entering Unmasked Estep 
Score: -8681689.000000 Penalty: 540.687683
	Iteration 0F: 2 clusters Score -8681689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -8588578.000000 Penalty: 1081.375366
	Iteration 0F: 3 clusters Score -8588578 nChanged 70994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -8634949.000000 Penalty: 1081.375366
	Iteration 1F: 3 clusters Score -8634949 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8639997.000000 Penalty: 1081.375366
	Iteration 2F: 3 clusters Score -8639997 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8648119.000000 Penalty: 1081.375366
	Iteration 3F: 3 clusters Score -8648119 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123181 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8659986.000000 Penalty: 1081.375366
	Iteration 4F: 3 clusters Score -8659986 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8671588.000000 Penalty: 1081.375366
	Iteration 5F: 3 clusters Score -8671588 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8677975.000000 Penalty: 1081.375366
	Iteration 6Q: 3 clusters Score -8677975 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8680367.000000 Penalty: 1081.375366
	Iteration 7Q: 3 clusters Score -8680367 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144607 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8680993.000000 Penalty: 1081.375366
	Iteration 8Q: 3 clusters Score -8680993 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8681150.000000 Penalty: 1081.375366
	Iteration 9Q: 3 clusters Score -8681150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8681182.000000 Penalty: 1081.375366
	Iteration 10Q: 3 clusters Score -8681182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8681187.000000 Penalty: 1081.375366
	Iteration 11Q: 3 clusters Score -8681187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8681197.000000 Penalty: 1081.375366
	Iteration 12Q: 3 clusters Score -8681197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8681202.000000 Penalty: 1081.375366
	Iteration 13Q: 3 clusters Score -8681202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8681216.000000 Penalty: 1081.375366
	Iteration 14Q: 3 clusters Score -8681216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8681214.000000 Penalty: 1081.375366
	Iteration 15Q: 3 clusters Score -8681214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8681214.000000 Penalty: 1081.375366
	Iteration 16F: 3 clusters Score -8681214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -60657.828125 Penalty: 317.296204
	Iteration 0F: 2 clusters Score -60657.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -59802.582031 Penalty: 634.592407
	Iteration 0F: 3 clusters Score -59802.58 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60059.945312 Penalty: 634.592407
	Iteration 1F: 3 clusters Score -60059.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60104.761719 Penalty: 634.592407
	Iteration 2F: 3 clusters Score -60104.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60131.621094 Penalty: 634.592407
	Iteration 3Q: 3 clusters Score -60131.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60156.222656 Penalty: 634.592407
	Iteration 4Q: 3 clusters Score -60156.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60175.359375 Penalty: 634.592407
	Iteration 5Q: 3 clusters Score -60175.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60205.750000 Penalty: 634.592407
	Iteration 6Q: 3 clusters Score -60205.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60232.695312 Penalty: 634.592407
	Iteration 7Q: 3 clusters Score -60232.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60261.027344 Penalty: 634.592407
	Iteration 8Q: 3 clusters Score -60261.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60293.582031 Penalty: 634.592407
	Iteration 9Q: 3 clusters Score -60293.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60311.957031 Penalty: 634.592407
	Iteration 10Q: 3 clusters Score -60311.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60327.082031 Penalty: 634.592407
	Iteration 11Q: 3 clusters Score -60327.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60340.000000 Penalty: 634.592407
	Iteration 12Q: 3 clusters Score -60340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60358.148438 Penalty: 634.592407
	Iteration 13Q: 3 clusters Score -60358.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60376.175781 Penalty: 634.592407
	Iteration 14Q: 3 clusters Score -60376.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60400.800781 Penalty: 634.592407
	Iteration 15Q: 3 clusters Score -60400.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60434.406250 Penalty: 634.592407
	Iteration 16Q: 3 clusters Score -60434.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60447.050781 Penalty: 634.592407
	Iteration 17Q: 3 clusters Score -60447.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60454.925781 Penalty: 634.592407
	Iteration 18Q: 3 clusters Score -60454.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -60470.757812 Penalty: 634.592407
	Iteration 19Q: 3 clusters Score -60470.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60489.156250 Penalty: 634.592407
	Iteration 20F: 3 clusters Score -60489.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -60499.921875 Penalty: 634.592407
	Iteration 21Q: 3 clusters Score -60499.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60505.785156 Penalty: 634.592407
	Iteration 22Q: 3 clusters Score -60505.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60511.917969 Penalty: 634.592407
	Iteration 23Q: 3 clusters Score -60511.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60512.980469 Penalty: 634.592407
	Iteration 24Q: 3 clusters Score -60512.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60515.554688 Penalty: 634.592407
	Iteration 25Q: 3 clusters Score -60515.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -60515.554688 Penalty: 634.592407
	Iteration 26F: 3 clusters Score -60515.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -83387.867188 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83387.87 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -83810.062500 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83810.06 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83898.578125 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -83898.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83966.343750 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -83966.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -84034.125000 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84034.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84096.445312 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84096.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84147.132812 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84147.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84173.164062 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84173.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84195.765625 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84195.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84206.679688 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84206.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84214.265625 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84214.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -84217.671875 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84217.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84220.132812 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84220.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84223.679688 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84223.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84224.656250 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84224.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84225.617188 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84225.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84227.476562 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84227.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -84229.640625 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -84229.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84230.562500 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -84230.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84231.875000 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -84231.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84233.125000 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -84233.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84235.726562 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -84235.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84237.820312 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -84237.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84240.992188 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -84240.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84243.523438 Penalty: 658.441345
	Iteration 24Q: 3 clusters Score -84243.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84247.148438 Penalty: 658.441345
	Iteration 25Q: 3 clusters Score -84247.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84249.882812 Penalty: 658.441345
	Iteration 26Q: 3 clusters Score -84249.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -84251.523438 Penalty: 658.441345
	Iteration 27Q: 3 clusters Score -84251.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -84252.492188 Penalty: 658.441345
	Iteration 28Q: 3 clusters Score -84252.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84253.804688 Penalty: 658.441345
	Iteration 29Q: 3 clusters Score -84253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84255.781250 Penalty: 658.441345
	Iteration 30Q: 3 clusters Score -84255.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84256.382812 Penalty: 658.441345
	Iteration 31Q: 3 clusters Score -84256.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84258.960938 Penalty: 658.441345
	Iteration 32Q: 3 clusters Score -84258.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84260.093750 Penalty: 658.441345
	Iteration 33Q: 3 clusters Score -84260.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84261.101562 Penalty: 658.441345
	Iteration 34Q: 3 clusters Score -84261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84261.835938 Penalty: 658.441345
	Iteration 35Q: 3 clusters Score -84261.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84263.742188 Penalty: 658.441345
	Iteration 36Q: 3 clusters Score -84263.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84264.304688 Penalty: 658.441345
	Iteration 37Q: 3 clusters Score -84264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84264.484375 Penalty: 658.441345
	Iteration 38Q: 3 clusters Score -84264.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84265.015625 Penalty: 658.441345
	Iteration 39Q: 3 clusters Score -84265.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84268.140625 Penalty: 658.441345
	Iteration 40F: 3 clusters Score -84268.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84271.992188 Penalty: 658.441345
	Iteration 41Q: 3 clusters Score -84271.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -84275.812500 Penalty: 658.441345
	Iteration 42Q: 3 clusters Score -84275.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -84279.289062 Penalty: 658.441345
	Iteration 43Q: 3 clusters Score -84279.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84283.710938 Penalty: 658.441345
	Iteration 44Q: 3 clusters Score -84283.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84286.453125 Penalty: 658.441345
	Iteration 45Q: 3 clusters Score -84286.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -84289.859375 Penalty: 658.441345
	Iteration 46Q: 3 clusters Score -84289.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84292.343750 Penalty: 658.441345
	Iteration 47Q: 3 clusters Score -84292.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -84294.078125 Penalty: 658.441345
	Iteration 48Q: 3 clusters Score -84294.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -84294.976562 Penalty: 658.441345
	Iteration 49Q: 3 clusters Score -84294.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -84295.937500 Penalty: 658.441345
	Iteration 50Q: 3 clusters Score -84295.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -84297.718750 Penalty: 658.441345
	Iteration 51Q: 3 clusters Score -84297.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -84297.718750 Penalty: 658.441345
	Iteration 52F: 3 clusters Score -84297.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (112003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Entering Unmasked Estep 
Score: -6739641.000000 Penalty: 528.995789
	Iteration 0F: 2 clusters Score -6739641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -6665774.500000 Penalty: 1057.991577
	Iteration 0F: 3 clusters Score -6665774 nChanged 54980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -6698550.000000 Penalty: 1057.991577
	Iteration 1F: 3 clusters Score -6698550 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6700248 nChanged 5162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6729968 nChanged 2397
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Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6731049 nChanged 2042
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6732952 nChanged 1804
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Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6734701 nChanged 1554
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Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6735344 nChanged 1415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6736000 nChanged 1310
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Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6736557 nChanged 1212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6737070 nChanged 1097
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Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6737487 nChanged 1048
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Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6737924 nChanged 894
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Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6738261 nChanged 809
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Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6738512 nChanged 743
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6738740 nChanged 650
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Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6738884 nChanged 536
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Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6738984 nChanged 449
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Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6739064 nChanged 372
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Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6739126 nChanged 364
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Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6739184 nChanged 350
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Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6739248 nChanged 288
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Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6739294 nChanged 267
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Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6739352 nChanged 251
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Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6739548 nChanged 143
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Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6739540 nChanged 124
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Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6739538 nChanged 104
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Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6739536 nChanged 64
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Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6739529 nChanged 38
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Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6739528 nChanged 37
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Mstep: Class 1 contains 109730 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 109758 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 109774 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6739528 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109800 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6739524 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6739522 nChanged 30
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Mstep: Class 1 contains 109857 members 
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	Iteration 52Q: 3 clusters Score -6739524 nChanged 44
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Mstep: Class 1 contains 109889 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6739522 nChanged 38
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6739520 nChanged 37
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6739506 nChanged 39
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6739520 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6739525 nChanged 45
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Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 1939 members 
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	Iteration 58Q: 3 clusters Score -6739522 nChanged 42
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Mstep: Class 1 contains 110096 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6739526 nChanged 42
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Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6739527 nChanged 29
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	Iteration 61Q: 3 clusters Score -6739521 nChanged 28
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6739514 nChanged 29
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	Iteration 63Q: 3 clusters Score -6739526 nChanged 25
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Mstep: Class 1 contains 110211 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6739530 nChanged 27
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Mstep: Class 1 contains 110234 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6739530 nChanged 23
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6739533 nChanged 29
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Mstep: Class 1 contains 110272 members 
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	Iteration 67Q: 3 clusters Score -6739532 nChanged 25
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	Iteration 68Q: 3 clusters Score -6739532 nChanged 24
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	Iteration 69Q: 3 clusters Score -6739534 nChanged 23
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6739538 nChanged 24
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	Iteration 71Q: 3 clusters Score -6739538 nChanged 22
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	Iteration 72Q: 3 clusters Score -6739539 nChanged 26
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	Iteration 73Q: 3 clusters Score -6739538 nChanged 21
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	Iteration 74Q: 3 clusters Score -6739532 nChanged 15
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	Iteration 75Q: 3 clusters Score -6739536 nChanged 12
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	Iteration 76Q: 3 clusters Score -6739535 nChanged 11
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	Iteration 77Q: 3 clusters Score -6739525 nChanged 8
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	Iteration 78Q: 3 clusters Score -6739528 nChanged 8
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	Iteration 79Q: 3 clusters Score -6739527 nChanged 5
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Mstep: Class 1 contains 110412 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6739530 nChanged 5
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	Iteration 81Q: 3 clusters Score -6739525 nChanged 6
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	Iteration 82Q: 3 clusters Score -6739530 nChanged 7
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	Iteration 83Q: 3 clusters Score -6739536 nChanged 6
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	Iteration 84Q: 3 clusters Score -6739534 nChanged 2
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	Iteration 85Q: 3 clusters Score -6739530 nChanged 2
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	Iteration 86Q: 3 clusters Score -6739534 nChanged 2
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6739535 nChanged 3
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	Iteration 88Q: 3 clusters Score -6739532 nChanged 1
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	Iteration 89Q: 3 clusters Score -6739532 nChanged 1
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	Iteration 90Q: 3 clusters Score -6739534 nChanged 2
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	Iteration 91Q: 3 clusters Score -6739534 nChanged 2
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	Iteration 92Q: 3 clusters Score -6739534 nChanged 4
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	Iteration 93Q: 3 clusters Score -6739540 nChanged 3
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Score: -6739539.500000 Penalty: 1057.991577
	Iteration 94Q: 3 clusters Score -6739540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6739535.500000 Penalty: 1057.991577
	Iteration 95Q: 3 clusters Score -6739536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6739534.000000 Penalty: 1057.991577
	Iteration 96Q: 3 clusters Score -6739534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6739539.000000 Penalty: 1057.991577
	Iteration 97Q: 3 clusters Score -6739539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6739537.500000 Penalty: 1057.991577
	Iteration 98Q: 3 clusters Score -6739538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6739536.500000 Penalty: 1057.991577
	Iteration 99Q: 3 clusters Score -6739536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6739543.000000 Penalty: 1057.991577
	Iteration 100F: 3 clusters Score -6739543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14663.723633 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14663.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14767.289062 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14767.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14800.815430 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14800.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14807.656250 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14807.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14817.120117 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14817.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14825.188477 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14825.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14836.251953 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14836.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14846.362305 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14846.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14848.458008 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14848.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14848.458008 Penalty: 501.354340
	Iteration 9F: 3 clusters Score -14848.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -47193.324219 Penalty: 303.519867
	Iteration 0F: 2 clusters Score -47193.32 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 388 members 
Entering Unmasked Estep 
Score: -46519.730469 Penalty: 607.039734
	Iteration 0F: 3 clusters Score -46519.73 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46677.632812 Penalty: 607.039734
	Iteration 1F: 3 clusters Score -46677.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46705.886719 Penalty: 607.039734
	Iteration 2F: 3 clusters Score -46705.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46724.906250 Penalty: 607.039734
	Iteration 3Q: 3 clusters Score -46724.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46743.648438 Penalty: 607.039734
	Iteration 4Q: 3 clusters Score -46743.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46758.492188 Penalty: 607.039734
	Iteration 5Q: 3 clusters Score -46758.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46765.722656 Penalty: 607.039734
	Iteration 6Q: 3 clusters Score -46765.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -46769.832031 Penalty: 607.039734
	Iteration 7Q: 3 clusters Score -46769.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46778.214844 Penalty: 607.039734
	Iteration 8Q: 3 clusters Score -46778.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46787.832031 Penalty: 607.039734
	Iteration 9Q: 3 clusters Score -46787.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46799.332031 Penalty: 607.039734
	Iteration 10Q: 3 clusters Score -46799.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46806.335938 Penalty: 607.039734
	Iteration 11Q: 3 clusters Score -46806.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46811.878906 Penalty: 607.039734
	Iteration 12Q: 3 clusters Score -46811.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46818.746094 Penalty: 607.039734
	Iteration 13Q: 3 clusters Score -46818.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46825.160156 Penalty: 607.039734
	Iteration 14Q: 3 clusters Score -46825.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46833.277344 Penalty: 607.039734
	Iteration 15Q: 3 clusters Score -46833.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -46840.472656 Penalty: 607.039734
	Iteration 16Q: 3 clusters Score -46840.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46843.628906 Penalty: 607.039734
	Iteration 17Q: 3 clusters Score -46843.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -46846.414062 Penalty: 607.039734
	Iteration 18Q: 3 clusters Score -46846.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46848.699219 Penalty: 607.039734
	Iteration 19Q: 3 clusters Score -46848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46848.816406 Penalty: 607.039734
	Iteration 20F: 3 clusters Score -46848.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -23983.314453 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -23983.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23570.720703 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -23570.72 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23682.347656 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -23682.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23732.585938 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -23732.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23763.835938 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -23763.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23788.642578 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -23788.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23808.316406 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -23808.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23820.306641 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -23820.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23839.660156 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -23839.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23863.470703 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -23863.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23876.333984 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -23876.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23884.333984 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -23884.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23895.074219 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -23895.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23898.031250 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -23898.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23900.894531 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -23900.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23905.486328 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -23905.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23922.810547 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -23922.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23966.894531 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -23966.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24015.710938 Penalty: 546.802002
	Iteration 17Q: 3 clusters Score -24015.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24097.580078 Penalty: 546.802002
	Iteration 18Q: 3 clusters Score -24097.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24182.429688 Penalty: 546.802002
	Iteration 19Q: 3 clusters Score -24182.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24194.453125 Penalty: 546.802002
	Iteration 20F: 3 clusters Score -24194.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24200.996094 Penalty: 546.802002
	Iteration 21Q: 3 clusters Score -24201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24206.359375 Penalty: 546.802002
	Iteration 22Q: 3 clusters Score -24206.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24214.845703 Penalty: 546.802002
	Iteration 23Q: 3 clusters Score -24214.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24234.951172 Penalty: 546.802002
	Iteration 24Q: 3 clusters Score -24234.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24236.378906 Penalty: 546.802002
	Iteration 25Q: 3 clusters Score -24236.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24237.732422 Penalty: 546.802002
	Iteration 26Q: 3 clusters Score -24237.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24241.216797 Penalty: 546.802002
	Iteration 27Q: 3 clusters Score -24241.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24241.728516 Penalty: 546.802002
	Iteration 28Q: 3 clusters Score -24241.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24242.939453 Penalty: 546.802002
	Iteration 29Q: 3 clusters Score -24242.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24245.531250 Penalty: 546.802002
	Iteration 30Q: 3 clusters Score -24245.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24253.585938 Penalty: 546.802002
	Iteration 31Q: 3 clusters Score -24253.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24261.330078 Penalty: 546.802002
	Iteration 32Q: 3 clusters Score -24261.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24261.613281 Penalty: 546.802002
	Iteration 33F: 3 clusters Score -24261.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24263.775391 Penalty: 546.802002
	Iteration 34Q: 3 clusters Score -24263.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24268.089844 Penalty: 546.802002
	Iteration 35Q: 3 clusters Score -24268.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24274.203125 Penalty: 546.802002
	Iteration 36Q: 3 clusters Score -24274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24277.583984 Penalty: 546.802002
	Iteration 37Q: 3 clusters Score -24277.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24279.574219 Penalty: 546.802002
	Iteration 38Q: 3 clusters Score -24279.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24279.574219 Penalty: 546.802002
	Iteration 39F: 3 clusters Score -24279.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 38828 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Entering Unmasked Estep 
Score: -58205652.000000 Penalty: 54754.117188
Splitting cluster 26 changes total score from -58205612.000000 to -58205652.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 27 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -13543.805664 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -13543.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13235.881836 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -13235.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13373.524414 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -13373.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13402.367188 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -13402.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13421.103516 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -13421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13437.620117 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -13437.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13454.108398 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -13454.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13463.473633 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -13463.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13474.483398 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -13474.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13477.791016 Penalty: 513.735657
	Iteration 8Q: 3 clusters Score -13477.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13479.828125 Penalty: 513.735657
	Iteration 9Q: 3 clusters Score -13479.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13481.421875 Penalty: 513.735657
	Iteration 10Q: 3 clusters Score -13481.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13482.035156 Penalty: 513.735657
	Iteration 11Q: 3 clusters Score -13482.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13484.101562 Penalty: 513.735657
	Iteration 12Q: 3 clusters Score -13484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13484.101562 Penalty: 513.735657
	Iteration 13F: 3 clusters Score -13484.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -339234.843750 Penalty: 393.685242
	Iteration 0F: 2 clusters Score -339234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -335340.656250 Penalty: 787.370483
	Iteration 0F: 3 clusters Score -335340.7 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -336888.812500 Penalty: 787.370483
	Iteration 1F: 3 clusters Score -336888.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -337098.000000 Penalty: 787.370483
	Iteration 2F: 3 clusters Score -337098 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -337375.093750 Penalty: 787.370483
	Iteration 3F: 3 clusters Score -337375.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -337728.781250 Penalty: 787.370483
	Iteration 4F: 3 clusters Score -337728.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -338076.531250 Penalty: 787.370483
	Iteration 5F: 3 clusters Score -338076.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -338361.468750 Penalty: 787.370483
	Iteration 6F: 3 clusters Score -338361.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -338551.000000 Penalty: 787.370483
	Iteration 7Q: 3 clusters Score -338551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -338655.437500 Penalty: 787.370483
	Iteration 8Q: 3 clusters Score -338655.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -338728.750000 Penalty: 787.370483
	Iteration 9Q: 3 clusters Score -338728.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -338788.406250 Penalty: 787.370483
	Iteration 10Q: 3 clusters Score -338788.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -338826.281250 Penalty: 787.370483
	Iteration 11Q: 3 clusters Score -338826.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -338845.187500 Penalty: 787.370483
	Iteration 12Q: 3 clusters Score -338845.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -338858.125000 Penalty: 787.370483
	Iteration 13Q: 3 clusters Score -338858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -338863.812500 Penalty: 787.370483
	Iteration 14Q: 3 clusters Score -338863.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -338868.125000 Penalty: 787.370483
	Iteration 15Q: 3 clusters Score -338868.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -338873.156250 Penalty: 787.370483
	Iteration 16Q: 3 clusters Score -338873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -338877.250000 Penalty: 787.370483
	Iteration 17Q: 3 clusters Score -338877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -338880.906250 Penalty: 787.370483
	Iteration 18Q: 3 clusters Score -338880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -338882.843750 Penalty: 787.370483
	Iteration 19Q: 3 clusters Score -338882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -338884.437500 Penalty: 787.370483
	Iteration 20F: 3 clusters Score -338884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -338885.687500 Penalty: 787.370483
	Iteration 21Q: 3 clusters Score -338885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -338886.687500 Penalty: 787.370483
	Iteration 22Q: 3 clusters Score -338886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -338887.593750 Penalty: 787.370483
	Iteration 23Q: 3 clusters Score -338887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -338888.500000 Penalty: 787.370483
	Iteration 24Q: 3 clusters Score -338888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -338889.031250 Penalty: 787.370483
	Iteration 25Q: 3 clusters Score -338889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -338890.750000 Penalty: 787.370483
	Iteration 26Q: 3 clusters Score -338890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -338893.281250 Penalty: 787.370483
	Iteration 27Q: 3 clusters Score -338893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -338896.343750 Penalty: 787.370483
	Iteration 28Q: 3 clusters Score -338896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -338898.750000 Penalty: 787.370483
	Iteration 29Q: 3 clusters Score -338898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -338899.875000 Penalty: 787.370483
	Iteration 30Q: 3 clusters Score -338899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -338904.468750 Penalty: 787.370483
	Iteration 31Q: 3 clusters Score -338904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -338905.593750 Penalty: 787.370483
	Iteration 32Q: 3 clusters Score -338905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -338906.937500 Penalty: 787.370483
	Iteration 33Q: 3 clusters Score -338906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -338909.750000 Penalty: 787.370483
	Iteration 34Q: 3 clusters Score -338909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -338909.843750 Penalty: 787.370483
	Iteration 35Q: 3 clusters Score -338909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -338912.093750 Penalty: 787.370483
	Iteration 36Q: 3 clusters Score -338912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -338912.656250 Penalty: 787.370483
	Iteration 37Q: 3 clusters Score -338912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -338912.750000 Penalty: 787.370483
	Iteration 38Q: 3 clusters Score -338912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -338912.906250 Penalty: 787.370483
	Iteration 39Q: 3 clusters Score -338912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -338913.187500 Penalty: 787.370483
	Iteration 40F: 3 clusters Score -338913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129160 members 
Entering Unmasked Estep 
Score: -7606056.500000 Penalty: 535.480713
	Iteration 0F: 2 clusters Score -7606056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -7518854.000000 Penalty: 1070.961426
	Iteration 0F: 3 clusters Score -7518854 nChanged 63482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -7559837.500000 Penalty: 1070.961426
	Iteration 1F: 3 clusters Score -7559838 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -7565482.500000 Penalty: 1070.961426
	Iteration 2F: 3 clusters Score -7565482 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7575020.000000 Penalty: 1070.961426
	Iteration 3F: 3 clusters Score -7575020 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7587439.500000 Penalty: 1070.961426
	Iteration 4F: 3 clusters Score -7587440 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120848 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -7598021.500000 Penalty: 1070.961426
	Iteration 5F: 3 clusters Score -7598022 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7603313.500000 Penalty: 1070.961426
	Iteration 6Q: 3 clusters Score -7603314 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7604991.500000 Penalty: 1070.961426
	Iteration 7Q: 3 clusters Score -7604992 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7605415.500000 Penalty: 1070.961426
	Iteration 8Q: 3 clusters Score -7605416 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7605545.000000 Penalty: 1070.961426
	Iteration 9Q: 3 clusters Score -7605545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7605624.000000 Penalty: 1070.961426
	Iteration 10Q: 3 clusters Score -7605624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7605668.000000 Penalty: 1070.961426
	Iteration 11Q: 3 clusters Score -7605668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7605692.000000 Penalty: 1070.961426
	Iteration 12Q: 3 clusters Score -7605692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7605711.500000 Penalty: 1070.961426
	Iteration 13Q: 3 clusters Score -7605712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7605727.500000 Penalty: 1070.961426
	Iteration 14Q: 3 clusters Score -7605728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7605748.000000 Penalty: 1070.961426
	Iteration 15Q: 3 clusters Score -7605748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128983 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7605761.500000 Penalty: 1070.961426
	Iteration 16Q: 3 clusters Score -7605762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7605776.500000 Penalty: 1070.961426
	Iteration 17Q: 3 clusters Score -7605776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7605778.000000 Penalty: 1070.961426
	Iteration 18Q: 3 clusters Score -7605778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7605787.500000 Penalty: 1070.961426
	Iteration 19Q: 3 clusters Score -7605788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128963 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7605786.000000 Penalty: 1070.961426
	Iteration 20F: 3 clusters Score -7605786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7605791.500000 Penalty: 1070.961426
	Iteration 21Q: 3 clusters Score -7605792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7605794.500000 Penalty: 1070.961426
	Iteration 22Q: 3 clusters Score -7605794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7605790.000000 Penalty: 1070.961426
	Iteration 23Q: 3 clusters Score -7605790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128956 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7605785.000000 Penalty: 1070.961426
	Iteration 24Q: 3 clusters Score -7605785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128956 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7605785.000000 Penalty: 1070.961426
	Iteration 25F: 3 clusters Score -7605785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -23462.789062 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -23462.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23036.439453 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -23036.44 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23233.062500 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -23233.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23319.365234 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -23319.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23374.978516 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -23374.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23420.880859 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -23420.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23469.224609 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -23469.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23541.017578 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -23541.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23591.019531 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -23591.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23608.968750 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -23608.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23619.591797 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -23619.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23624.554688 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -23624.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23641.160156 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -23641.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23652.271484 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -23652.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23657.050781 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -23657.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23663.017578 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -23663.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23669.476562 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -23669.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23683.904297 Penalty: 549.879639
	Iteration 16Q: 3 clusters Score -23683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23705.646484 Penalty: 549.879639
	Iteration 17Q: 3 clusters Score -23705.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23734.230469 Penalty: 549.879639
	Iteration 18Q: 3 clusters Score -23734.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23743.417969 Penalty: 549.879639
	Iteration 19Q: 3 clusters Score -23743.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23743.417969 Penalty: 549.879639
	Iteration 20F: 3 clusters Score -23743.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 38828 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Entering Unmasked Estep 
Score: -58205620.000000 Penalty: 55383.476562
Splitting cluster 30 changes total score from -58205612.000000 to -58205620.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 31 (38828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Entering Unmasked Estep 
Score: -2342985.000000 Penalty: 480.793793
	Iteration 0F: 2 clusters Score -2342985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2317070.250000 Penalty: 961.587585
	Iteration 0F: 3 clusters Score -2317070 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2329086.250000 Penalty: 961.587585
	Iteration 1F: 3 clusters Score -2329086 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2330884.750000 Penalty: 961.587585
	Iteration 2F: 3 clusters Score -2330885 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2333836.750000 Penalty: 961.587585
	Iteration 3F: 3 clusters Score -2333837 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2337355.750000 Penalty: 961.587585
	Iteration 4F: 3 clusters Score -2337356 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2340406.500000 Penalty: 961.587585
	Iteration 5F: 3 clusters Score -2340406 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -2342706.000000 Penalty: 961.587585
	Iteration 6F: 3 clusters Score -2342706 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -2343911.000000 Penalty: 961.587585
	Iteration 7Q: 3 clusters Score -2343911 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -2344286.500000 Penalty: 961.587585
	Iteration 8Q: 3 clusters Score -2344286 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2344417.500000 Penalty: 961.587585
	Iteration 9Q: 3 clusters Score -2344418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -2344467.750000 Penalty: 961.587585
	Iteration 10Q: 3 clusters Score -2344468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -2344492.000000 Penalty: 961.587585
	Iteration 11Q: 3 clusters Score -2344492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2344503.000000 Penalty: 961.587585
	Iteration 12Q: 3 clusters Score -2344503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -2344500.000000 Penalty: 961.587585
	Iteration 13Q: 3 clusters Score -2344500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -2344501.250000 Penalty: 961.587585
	Iteration 14Q: 3 clusters Score -2344501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -2344502.250000 Penalty: 961.587585
	Iteration 15Q: 3 clusters Score -2344502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -2344502.500000 Penalty: 961.587585
	Iteration 16Q: 3 clusters Score -2344502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -2344504.500000 Penalty: 961.587585
	Iteration 17Q: 3 clusters Score -2344504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -2344508.250000 Penalty: 961.587585
	Iteration 18Q: 3 clusters Score -2344508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -2344504.500000 Penalty: 961.587585
	Iteration 19Q: 3 clusters Score -2344504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -2344507.000000 Penalty: 961.587585
	Iteration 20F: 3 clusters Score -2344507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -2344509.750000 Penalty: 961.587585
	Iteration 21Q: 3 clusters Score -2344510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -2344509.250000 Penalty: 961.587585
	Iteration 22Q: 3 clusters Score -2344509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -2344509.250000 Penalty: 961.587585
	Iteration 23Q: 3 clusters Score -2344509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -2344508.750000 Penalty: 961.587585
	Iteration 24Q: 3 clusters Score -2344509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -2344507.750000 Penalty: 961.587585
	Iteration 25Q: 3 clusters Score -2344508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -2344506.250000 Penalty: 961.587585
	Iteration 26Q: 3 clusters Score -2344506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -2344507.750000 Penalty: 961.587585
	Iteration 27Q: 3 clusters Score -2344508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -2344507.500000 Penalty: 961.587585
	Iteration 28Q: 3 clusters Score -2344508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -2344509.250000 Penalty: 961.587585
	Iteration 29Q: 3 clusters Score -2344509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -2344506.250000 Penalty: 961.587585
	Iteration 30Q: 3 clusters Score -2344506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -2344507.000000 Penalty: 961.587585
	Iteration 31Q: 3 clusters Score -2344507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -2344506.750000 Penalty: 961.587585
	Iteration 32Q: 3 clusters Score -2344507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -2344512.000000 Penalty: 961.587585
	Iteration 33Q: 3 clusters Score -2344512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -2344510.250000 Penalty: 961.587585
	Iteration 34Q: 3 clusters Score -2344510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -2344508.750000 Penalty: 961.587585
	Iteration 35Q: 3 clusters Score -2344509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -2344509.750000 Penalty: 961.587585
	Iteration 36Q: 3 clusters Score -2344510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2344508.250000 Penalty: 961.587585
	Iteration 37Q: 3 clusters Score -2344508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2344508.250000 Penalty: 961.587585
	Iteration 38F: 3 clusters Score -2344508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 174 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Entering Unmasked Estep 
Score: -58206328.000000 Penalty: 56012.832031
Splitting cluster 31 changes total score from -58205612.000000 to -58206328.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 32 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -127829.250000 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -127829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -126299.960938 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -126300 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -127001.609375 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -127001.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -127213.007812 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -127213 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -127398.171875 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -127398.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -127499.640625 Penalty: 697.070374
	Iteration 4F: 3 clusters Score -127499.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -127568.421875 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -127568.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -127626.289062 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -127626.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -127654.710938 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -127654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -127670.500000 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -127670.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -127680.351562 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -127680.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -127687.992188 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -127688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -127689.859375 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -127689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -127691.546875 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -127691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -127693.085938 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -127693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -127695.445312 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -127695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -127696.859375 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -127696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -127697.781250 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -127697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -127698.476562 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -127698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127699.632812 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -127699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -127699.921875 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -127699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -127700.257812 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -127700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127700.476562 Penalty: 697.070374
	Iteration 21Q: 3 clusters Score -127700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127700.476562 Penalty: 697.070374
	Iteration 22F: 3 clusters Score -127700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 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 287 members 
Entering Unmasked Estep 
Score: -34771.804688 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34771.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34968.105469 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34968.11 nChanged 46
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: -35014.804688 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -35014.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35043.957031 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -35043.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35066.347656 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -35066.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35086.000000 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -35086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35108.925781 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35108.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35128.394531 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35128.39 nChanged 17
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: -35140.984375 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35140.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35150.699219 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35157.031250 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35157.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35164.402344 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35164.4 nChanged 7
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: -35175.070312 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35175.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35191.933594 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35191.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35197.734375 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35197.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35198.546875 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35198.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35200.210938 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -35200.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35200.730469 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -35200.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35201.402344 Penalty: 577.930603
	Iteration 18Q: 3 clusters Score -35201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35201.402344 Penalty: 577.930603
	Iteration 19F: 3 clusters Score -35201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20002.423828 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20002.42 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 155 members 
Entering Unmasked Estep 
Score: -19641.029297 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19641.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19734.876953 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19734.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19765.515625 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19765.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19790.392578 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19790.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19802.322266 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19802.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19814.519531 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19814.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19825.626953 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19825.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19838.773438 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19838.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19845.443359 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19845.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19845.443359 Penalty: 522.904541
	Iteration 9F: 3 clusters Score -19845.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -10396.558594 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -10396.56 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: -10059.702148 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -10059.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10262.832031 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -10262.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10308.218750 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -10308.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10333.253906 Penalty: 520.846252
	Iteration 3Q: 3 clusters Score -10333.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10335.272461 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -10335.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10336.033203 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -10336.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10336.033203 Penalty: 520.846252
	Iteration 6F: 3 clusters Score -10336.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3329.683594 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3329.684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3365.761475 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3365.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -41423.253906 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -41423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40774.644531 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -40774.64 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40950.058594 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -40950.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40990.886719 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -40990.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41014.851562 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -41014.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41030.804688 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -41030.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41040.421875 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -41040.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41050.812500 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -41050.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41060.906250 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -41060.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41066.148438 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -41066.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41070.566406 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -41070.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41073.906250 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -41073.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41076.378906 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -41076.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41077.281250 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -41077.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41079.207031 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -41079.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41080.414062 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -41080.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41080.414062 Penalty: 598.711853
	Iteration 15F: 3 clusters Score -41080.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10173.695312 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10173.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10252.834961 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10252.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10292.842773 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10292.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10325.572266 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -10325.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10347.869141 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -10347.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10363.539062 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10363.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10383.114258 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10383.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10386.041016 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10386.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10389.794922 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -10389.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10389.794922 Penalty: 468.421997
	Iteration 9F: 3 clusters Score -10389.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14909.345703 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14909.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15026.510742 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15026.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15042.017578 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15042.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15047.636719 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15047.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15055.169922 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15055.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15070.865234 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15070.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15097.051758 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15097.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15101.319336 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15101.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15106.604492 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15107.596680 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -15107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15108.414062 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -15108.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15109.537109 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -15109.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15110.148438 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -15110.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15110.148438 Penalty: 507.411377
	Iteration 13F: 3 clusters Score -15110.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11539.041992 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11539.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11633.306641 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11633.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11683.324219 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11683.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11705.137695 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11705.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11709.025391 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11709.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11710.099609 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11710.507812 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11710.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11715.790039 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11715.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11724.520508 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11724.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11726.261719 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11726.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11728.259766 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -11728.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11730.769531 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -11730.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11731.832031 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -11731.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11734.876953 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -11734.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11735.426758 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -11735.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11735.914062 Penalty: 488.303802
	Iteration 15Q: 3 clusters Score -11735.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11735.914062 Penalty: 488.303802
	Iteration 16F: 3 clusters Score -11735.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12343.188477 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12343.19 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 130 members 
Entering Unmasked Estep 
Score: -12039.631836 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12039.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12163.634766 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12163.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12181.122070 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12181.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12183.781250 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12183.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12184.436523 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12184.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12184.436523 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -12184.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5769.227539 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5769.228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5580.506836 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5580.507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5643.962891 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5643.963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5677.001953 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -5677.002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5696.270996 Penalty: 426.073944
	Iteration 3F: 3 clusters Score -5696.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5735.507324 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5735.507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5748.693359 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -5748.693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5748.693359 Penalty: 426.073944
	Iteration 6F: 3 clusters Score -5748.693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -272634.281250 Penalty: 382.839355
	Iteration 0F: 2 clusters Score -272634.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -269593.000000 Penalty: 765.678711
	Iteration 0F: 3 clusters Score -269593 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -270884.468750 Penalty: 765.678711
	Iteration 1F: 3 clusters Score -270884.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -271147.781250 Penalty: 765.678711
	Iteration 2F: 3 clusters Score -271147.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -271463.906250 Penalty: 765.678711
	Iteration 3F: 3 clusters Score -271463.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -271712.750000 Penalty: 765.678711
	Iteration 4F: 3 clusters Score -271712.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -271871.500000 Penalty: 765.678711
	Iteration 5F: 3 clusters Score -271871.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -271963.593750 Penalty: 765.678711
	Iteration 6Q: 3 clusters Score -271963.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -272043.468750 Penalty: 765.678711
	Iteration 7Q: 3 clusters Score -272043.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272107.406250 Penalty: 765.678711
	Iteration 8Q: 3 clusters Score -272107.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -272172.312500 Penalty: 765.678711
	Iteration 9Q: 3 clusters Score -272172.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -272224.781250 Penalty: 765.678711
	Iteration 10Q: 3 clusters Score -272224.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -272274.875000 Penalty: 765.678711
	Iteration 11Q: 3 clusters Score -272274.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272314.968750 Penalty: 765.678711
	Iteration 12Q: 3 clusters Score -272315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -272349.531250 Penalty: 765.678711
	Iteration 13Q: 3 clusters Score -272349.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272382.968750 Penalty: 765.678711
	Iteration 14Q: 3 clusters Score -272383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272403.343750 Penalty: 765.678711
	Iteration 15Q: 3 clusters Score -272403.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -272416.531250 Penalty: 765.678711
	Iteration 16Q: 3 clusters Score -272416.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -272426.843750 Penalty: 765.678711
	Iteration 17Q: 3 clusters Score -272426.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -272433.468750 Penalty: 765.678711
	Iteration 18Q: 3 clusters Score -272433.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -272442.843750 Penalty: 765.678711
	Iteration 19Q: 3 clusters Score -272442.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -272448.031250 Penalty: 765.678711
	Iteration 20F: 3 clusters Score -272448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -272450.812500 Penalty: 765.678711
	Iteration 21Q: 3 clusters Score -272450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -272454.187500 Penalty: 765.678711
	Iteration 22Q: 3 clusters Score -272454.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272456.500000 Penalty: 765.678711
	Iteration 23Q: 3 clusters Score -272456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -272459.437500 Penalty: 765.678711
	Iteration 24Q: 3 clusters Score -272459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -272460.218750 Penalty: 765.678711
	Iteration 25Q: 3 clusters Score -272460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -272461.000000 Penalty: 765.678711
	Iteration 26Q: 3 clusters Score -272461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -272461.468750 Penalty: 765.678711
	Iteration 27Q: 3 clusters Score -272461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -272462.531250 Penalty: 765.678711
	Iteration 28Q: 3 clusters Score -272462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272465.125000 Penalty: 765.678711
	Iteration 29Q: 3 clusters Score -272465.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272467.468750 Penalty: 765.678711
	Iteration 30Q: 3 clusters Score -272467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -272469.312500 Penalty: 765.678711
	Iteration 31Q: 3 clusters Score -272469.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -272471.937500 Penalty: 765.678711
	Iteration 32Q: 3 clusters Score -272471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -272474.187500 Penalty: 765.678711
	Iteration 33Q: 3 clusters Score -272474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -272476.187500 Penalty: 765.678711
	Iteration 34Q: 3 clusters Score -272476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -272477.875000 Penalty: 765.678711
	Iteration 35Q: 3 clusters Score -272477.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -272479.906250 Penalty: 765.678711
	Iteration 36Q: 3 clusters Score -272479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -272483.218750 Penalty: 765.678711
	Iteration 37Q: 3 clusters Score -272483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -272484.937500 Penalty: 765.678711
	Iteration 38Q: 3 clusters Score -272484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -272486.937500 Penalty: 765.678711
	Iteration 39Q: 3 clusters Score -272486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -272489.531250 Penalty: 765.678711
	Iteration 40F: 3 clusters Score -272489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -272491.562500 Penalty: 765.678711
	Iteration 41Q: 3 clusters Score -272491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -272492.781250 Penalty: 765.678711
	Iteration 42Q: 3 clusters Score -272492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -272493.937500 Penalty: 765.678711
	Iteration 43Q: 3 clusters Score -272493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -272494.687500 Penalty: 765.678711
	Iteration 44Q: 3 clusters Score -272494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -272495.125000 Penalty: 765.678711
	Iteration 45Q: 3 clusters Score -272495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272495.218750 Penalty: 765.678711
	Iteration 46Q: 3 clusters Score -272495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -272495.968750 Penalty: 765.678711
	Iteration 47Q: 3 clusters Score -272496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -272495.968750 Penalty: 765.678711
	Iteration 48Q: 3 clusters Score -272496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -272495.968750 Penalty: 765.678711
	Iteration 49F: 3 clusters Score -272496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -16328.518555 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -16328.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16003.602539 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -16003.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16088.394531 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -16088.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16109.070312 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -16109.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16117.744141 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -16117.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16125.013672 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -16125.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16134.583008 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -16134.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16138.823242 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -16138.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16146.837891 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -16146.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16149.712891 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -16149.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16154.243164 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -16154.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16161.003906 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -16161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16164.733398 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -16164.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16165.387695 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -16165.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16166.051758 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -16166.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16167.541016 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -16167.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16169.052734 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -16169.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16169.052734 Penalty: 509.792816
	Iteration 16F: 3 clusters Score -16169.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10070.278320 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10070.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10157.511719 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10157.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10176.584961 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10176.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10198.770508 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10198.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10212.480469 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10212.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10227.735352 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10227.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10246.098633 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10248.870117 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10248.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10248.870117 Penalty: 470.514038
	Iteration 8F: 3 clusters Score -10248.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (141713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Entering Unmasked Estep 
Score: -8571411.000000 Penalty: 539.700928
	Iteration 0F: 2 clusters Score -8571411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8481820.000000 Penalty: 1079.401855
	Iteration 0F: 3 clusters Score -8481820 nChanged 69832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -8526444.000000 Penalty: 1079.401855
	Iteration 1F: 3 clusters Score -8526444 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -8529876.000000 Penalty: 1079.401855
	Iteration 2Q: 3 clusters Score -8529876 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8535893.000000 Penalty: 1079.401855
	Iteration 3F: 3 clusters Score -8535893 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8545431.000000 Penalty: 1079.401855
	Iteration 4F: 3 clusters Score -8545431 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8556217.000000 Penalty: 1079.401855
	Iteration 5F: 3 clusters Score -8556217 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8564260.000000 Penalty: 1079.401855
	Iteration 6F: 3 clusters Score -8564260 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136449 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8568653.000000 Penalty: 1079.401855
	Iteration 7Q: 3 clusters Score -8568653 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8570263.000000 Penalty: 1079.401855
	Iteration 8Q: 3 clusters Score -8570263 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8570748.000000 Penalty: 1079.401855
	Iteration 9Q: 3 clusters Score -8570748 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8570884.000000 Penalty: 1079.401855
	Iteration 10Q: 3 clusters Score -8570884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8570916.000000 Penalty: 1079.401855
	Iteration 11Q: 3 clusters Score -8570916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8570939.000000 Penalty: 1079.401855
	Iteration 12Q: 3 clusters Score -8570939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8570946.000000 Penalty: 1079.401855
	Iteration 13Q: 3 clusters Score -8570946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8570960.000000 Penalty: 1079.401855
	Iteration 14Q: 3 clusters Score -8570960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8570966.000000 Penalty: 1079.401855
	Iteration 15Q: 3 clusters Score -8570966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8570974.000000 Penalty: 1079.401855
	Iteration 16Q: 3 clusters Score -8570974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8570984.000000 Penalty: 1079.401855
	Iteration 17Q: 3 clusters Score -8570984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8570982.000000 Penalty: 1079.401855
	Iteration 18Q: 3 clusters Score -8570982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8570983.000000 Penalty: 1079.401855
	Iteration 19Q: 3 clusters Score -8570983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8570987.000000 Penalty: 1079.401855
	Iteration 20F: 3 clusters Score -8570987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8570989.000000 Penalty: 1079.401855
	Iteration 21Q: 3 clusters Score -8570989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8570991.000000 Penalty: 1079.401855
	Iteration 22Q: 3 clusters Score -8570991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8570991.000000 Penalty: 1079.401855
	Iteration 23F: 3 clusters Score -8570991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2890.664062 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2890.664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2953.376953 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2953.377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2984.680908 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -2984.681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2990.102539 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -2990.103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2999.153320 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -2999.153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3002.732178 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3002.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3003.825684 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3003.826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3005.529785 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -3005.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3005.529785 Penalty: 472.052094
	Iteration 8F: 3 clusters Score -3005.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -15117.734375 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -15117.73 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 160 members 
Entering Unmasked Estep 
Score: -14751.409180 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -14751.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14904.908203 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -14904.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14941.079102 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -14941.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14968.263672 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -14968.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14976.940430 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -14976.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14985.753906 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -14985.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14998.723633 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -14998.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15002.392578 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -15002.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15006.926758 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -15006.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15017.846680 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -15017.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15027.269531 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -15027.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15033.699219 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -15033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15038.202148 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -15038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15042.065430 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -15042.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15044.859375 Penalty: 524.917236
	Iteration 14Q: 3 clusters Score -15044.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15046.113281 Penalty: 524.917236
	Iteration 15Q: 3 clusters Score -15046.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15048.158203 Penalty: 524.917236
	Iteration 16Q: 3 clusters Score -15048.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15048.788086 Penalty: 524.917236
	Iteration 17Q: 3 clusters Score -15048.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15048.788086 Penalty: 524.917236
	Iteration 18F: 3 clusters Score -15048.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -12652.800781 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -12652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12375.900391 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -12375.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12452.413086 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -12452.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12468.181641 Penalty: 487.449371
	Iteration 2Q: 3 clusters Score -12468.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12470.355469 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -12470.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12473.125000 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -12473.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12482.159180 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -12482.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12486.873047 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -12486.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12486.873047 Penalty: 487.449371
	Iteration 7F: 3 clusters Score -12486.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11387.518555 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11387.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11473.777344 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11473.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11491.267578 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11491.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11500.573242 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11500.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11504.553711 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11504.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11512.212891 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11512.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11520.324219 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11520.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11520.617188 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11520.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11524.845703 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11524.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11529.403320 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11530.238281 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11530.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11530.238281 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -11530.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -18205.232422 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -18205.23 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 162 members 
Entering Unmasked Estep 
Score: -17862.693359 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17862.69 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18001.964844 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -18001.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18085.750000 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -18085.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18117.039062 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -18117.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18140.062500 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -18140.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18152.371094 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -18152.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18159.763672 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -18159.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18163.380859 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -18163.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18163.380859 Penalty: 526.047668
	Iteration 8F: 3 clusters Score -18163.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (34131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Entering Unmasked Estep 
Score: -2055683.250000 Penalty: 474.927246
	Iteration 0F: 2 clusters Score -2055683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2032864.500000 Penalty: 949.854492
	Iteration 0F: 3 clusters Score -2032864 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2043253.375000 Penalty: 949.854492
	Iteration 1F: 3 clusters Score -2043253 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2044483.625000 Penalty: 949.854492
	Iteration 2F: 3 clusters Score -2044484 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2046343.000000 Penalty: 949.854492
	Iteration 3F: 3 clusters Score -2046343 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2048783.375000 Penalty: 949.854492
	Iteration 4F: 3 clusters Score -2048783 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -2051252.250000 Penalty: 949.854492
	Iteration 5F: 3 clusters Score -2051252 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -2053079.875000 Penalty: 949.854492
	Iteration 6F: 3 clusters Score -2053080 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -2054181.000000 Penalty: 949.854492
	Iteration 7Q: 3 clusters Score -2054181 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -2054721.875000 Penalty: 949.854492
	Iteration 8Q: 3 clusters Score -2054722 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -2054983.125000 Penalty: 949.854492
	Iteration 9Q: 3 clusters Score -2054983 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -2055115.125000 Penalty: 949.854492
	Iteration 10Q: 3 clusters Score -2055115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -2055185.375000 Penalty: 949.854492
	Iteration 11Q: 3 clusters Score -2055185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2055240.500000 Penalty: 949.854492
	Iteration 12Q: 3 clusters Score -2055240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -2055281.250000 Penalty: 949.854492
	Iteration 13Q: 3 clusters Score -2055281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2055299.625000 Penalty: 949.854492
	Iteration 14Q: 3 clusters Score -2055300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -2055306.000000 Penalty: 949.854492
	Iteration 15Q: 3 clusters Score -2055306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -2055315.000000 Penalty: 949.854492
	Iteration 16Q: 3 clusters Score -2055315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -2055317.125000 Penalty: 949.854492
	Iteration 17Q: 3 clusters Score -2055317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -2055321.375000 Penalty: 949.854492
	Iteration 18Q: 3 clusters Score -2055321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -2055322.750000 Penalty: 949.854492
	Iteration 19Q: 3 clusters Score -2055323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -2055325.375000 Penalty: 949.854492
	Iteration 20F: 3 clusters Score -2055325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -2055327.625000 Penalty: 949.854492
	Iteration 21Q: 3 clusters Score -2055328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -2055330.250000 Penalty: 949.854492
	Iteration 22Q: 3 clusters Score -2055330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -2055331.500000 Penalty: 949.854492
	Iteration 23Q: 3 clusters Score -2055332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -2055332.500000 Penalty: 949.854492
	Iteration 24Q: 3 clusters Score -2055332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2055331.750000 Penalty: 949.854492
	Iteration 25Q: 3 clusters Score -2055332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2055331.750000 Penalty: 949.854492
	Iteration 26F: 3 clusters Score -2055332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9530.242188 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9530.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9251.801758 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9251.802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9319.132812 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9319.133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9340.252930 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9340.253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9371.781250 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9371.781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9387.839844 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9387.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9405.305664 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9405.306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9422.791992 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9422.792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9473.886719 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -9473.887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9490.863281 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9490.863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9507.214844 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -9507.215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9524.961914 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -9524.962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9548.561523 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -9548.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9548.561523 Penalty: 469.474030
	Iteration 12F: 3 clusters Score -9548.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 494 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Entering Unmasked Estep 
Score: -58205948.000000 Penalty: 56642.191406
Splitting cluster 53 changes total score from -58205612.000000 to -58205948.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 54 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -66840.460938 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -66840.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -65990.585938 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -65990.59 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66366.195312 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -66366.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66427.179688 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -66427.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -66454.882812 Penalty: 638.020447
	Iteration 3Q: 3 clusters Score -66454.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66471.742188 Penalty: 638.020447
	Iteration 4Q: 3 clusters Score -66471.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66490.757812 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -66490.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66507.085938 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -66507.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66518.445312 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -66518.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66535.929688 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -66535.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66558.585938 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -66558.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66579.476562 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -66579.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66593.468750 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -66593.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66606.726562 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -66606.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -66613.007812 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -66613.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -66624.468750 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -66624.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -66632.523438 Penalty: 638.020447
	Iteration 15Q: 3 clusters Score -66632.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -66639.914062 Penalty: 638.020447
	Iteration 16Q: 3 clusters Score -66639.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66655.070312 Penalty: 638.020447
	Iteration 17Q: 3 clusters Score -66655.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66664.601562 Penalty: 638.020447
	Iteration 18Q: 3 clusters Score -66664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66669.257812 Penalty: 638.020447
	Iteration 19Q: 3 clusters Score -66669.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -66673.156250 Penalty: 638.020447
	Iteration 20F: 3 clusters Score -66673.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -66676.593750 Penalty: 638.020447
	Iteration 21Q: 3 clusters Score -66676.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -66681.085938 Penalty: 638.020447
	Iteration 22Q: 3 clusters Score -66681.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -66687.210938 Penalty: 638.020447
	Iteration 23Q: 3 clusters Score -66687.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -66694.078125 Penalty: 638.020447
	Iteration 24Q: 3 clusters Score -66694.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -66700.812500 Penalty: 638.020447
	Iteration 25Q: 3 clusters Score -66700.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -66703.960938 Penalty: 638.020447
	Iteration 26Q: 3 clusters Score -66703.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -66707.195312 Penalty: 638.020447
	Iteration 27Q: 3 clusters Score -66707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66709.140625 Penalty: 638.020447
	Iteration 28Q: 3 clusters Score -66709.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -66711.593750 Penalty: 638.020447
	Iteration 29Q: 3 clusters Score -66711.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -66712.437500 Penalty: 638.020447
	Iteration 30Q: 3 clusters Score -66712.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -66713.328125 Penalty: 638.020447
	Iteration 31Q: 3 clusters Score -66713.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -66715.000000 Penalty: 638.020447
	Iteration 32Q: 3 clusters Score -66715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -66715.187500 Penalty: 638.020447
	Iteration 33Q: 3 clusters Score -66715.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -66718.171875 Penalty: 638.020447
	Iteration 34Q: 3 clusters Score -66718.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -66721.109375 Penalty: 638.020447
	Iteration 35Q: 3 clusters Score -66721.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66724.359375 Penalty: 638.020447
	Iteration 36Q: 3 clusters Score -66724.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66724.359375 Penalty: 638.020447
	Iteration 37F: 3 clusters Score -66724.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24431.896484 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24431.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24524.876953 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24524.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24553.949219 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24553.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24567.169922 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24567.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24582.169922 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24582.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24598.175781 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24598.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24611.005859 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24611.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24623.359375 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24623.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24626.601562 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24635.332031 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24635.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24639.669922 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24639.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24643.613281 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24643.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24645.626953 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24645.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24647.427734 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24647.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24648.761719 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24648.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24649.550781 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24649.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24649.699219 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -24649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24649.699219 Penalty: 542.919373
	Iteration 17F: 3 clusters Score -24649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30332.177734 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30332.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29849.472656 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -29849.47 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29993.640625 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -29993.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30068.175781 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30068.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30161.544922 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -30161.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30218.193359 Penalty: 566.614868
	Iteration 4F: 3 clusters Score -30218.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30234.777344 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30234.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30239.851562 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30239.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30242.755859 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30242.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30246.796875 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30251.773438 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30251.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30257.353516 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30257.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30266.648438 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30266.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30269.341797 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -30269.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30270.568359 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -30270.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30271.441406 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -30271.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30273.056641 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -30273.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30276.832031 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -30276.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30282.708984 Penalty: 566.614868
	Iteration 17Q: 3 clusters Score -30282.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30287.183594 Penalty: 566.614868
	Iteration 18Q: 3 clusters Score -30287.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30290.935547 Penalty: 566.614868
	Iteration 19Q: 3 clusters Score -30290.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30296.013672 Penalty: 566.614868
	Iteration 20F: 3 clusters Score -30296.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30298.041016 Penalty: 566.614868
	Iteration 21Q: 3 clusters Score -30298.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30298.599609 Penalty: 566.614868
	Iteration 22Q: 3 clusters Score -30298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30298.816406 Penalty: 566.614868
	Iteration 23Q: 3 clusters Score -30298.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30299.066406 Penalty: 566.614868
	Iteration 24Q: 3 clusters Score -30299.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30301.492188 Penalty: 566.614868
	Iteration 25Q: 3 clusters Score -30301.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30303.062500 Penalty: 566.614868
	Iteration 26Q: 3 clusters Score -30303.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30303.462891 Penalty: 566.614868
	Iteration 27Q: 3 clusters Score -30303.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30303.462891 Penalty: 566.614868
	Iteration 28F: 3 clusters Score -30303.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3723.801758 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3723.802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3800.261719 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3800.262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3806.437500 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -3806.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3806.907227 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3806.907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3806.907227 Penalty: 435.661743
	Iteration 4F: 3 clusters Score -3806.907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -31256.511719 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -31256.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30765.919922 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -30765.92 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30955.757812 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -30955.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31056.990234 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -31056.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31094.292969 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -31094.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31148.990234 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -31148.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31246.671875 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -31246.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31541.574219 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -31541.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31587.148438 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -31587.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31618.533203 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -31618.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31725.947266 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -31725.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32031.365234 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -32031.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32031.365234 Penalty: 564.430725
	Iteration 11F: 3 clusters Score -32031.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 666 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Entering Unmasked Estep 
Score: -58206368.000000 Penalty: 57271.550781
Splitting cluster 58 changes total score from -58205612.000000 to -58206368.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -39063.824219 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -39063.82 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 325 members 
Entering Unmasked Estep 
Score: -38489.031250 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -38489.03 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38693.757812 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -38693.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38785.039062 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -38785.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38851.183594 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -38851.18 nChanged 35
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: -38885.476562 Penalty: 591.617371
	Iteration 4F: 3 clusters Score -38885.48 nChanged 27
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: -38907.652344 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -38907.65 nChanged 18
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: -38919.601562 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -38919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38933.886719 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -38933.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38953.609375 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -38953.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38970.105469 Penalty: 591.617371
	Iteration 9Q: 3 clusters Score -38970.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38996.820312 Penalty: 591.617371
	Iteration 10Q: 3 clusters Score -38996.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39015.527344 Penalty: 591.617371
	Iteration 11Q: 3 clusters Score -39015.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39019.296875 Penalty: 591.617371
	Iteration 12Q: 3 clusters Score -39019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39020.351562 Penalty: 591.617371
	Iteration 13Q: 3 clusters Score -39020.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39021.871094 Penalty: 591.617371
	Iteration 14Q: 3 clusters Score -39021.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39023.500000 Penalty: 591.617371
	Iteration 15Q: 3 clusters Score -39023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39024.359375 Penalty: 591.617371
	Iteration 16Q: 3 clusters Score -39024.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39026.687500 Penalty: 591.617371
	Iteration 17Q: 3 clusters Score -39026.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39041.519531 Penalty: 591.617371
	Iteration 18Q: 3 clusters Score -39041.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39058.652344 Penalty: 591.617371
	Iteration 19Q: 3 clusters Score -39058.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39068.605469 Penalty: 591.617371
	Iteration 20F: 3 clusters Score -39068.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39070.074219 Penalty: 591.617371
	Iteration 21Q: 3 clusters Score -39070.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39070.074219 Penalty: 591.617371
	Iteration 22F: 3 clusters Score -39070.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 68 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Entering Unmasked Estep 
Score: -58206080.000000 Penalty: 57900.906250
Splitting cluster 59 changes total score from -58205612.000000 to -58206080.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10009.024414 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10009.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10106.102539 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10122.108398 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10122.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10126.765625 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10126.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10127.644531 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10127.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10127.644531 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -10127.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3667.709717 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3667.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3534.086182 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3534.086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3573.067383 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3573.067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3583.461426 Penalty: 383.975189
	Iteration 2F: 3 clusters Score -3583.461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3585.875244 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3585.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3599.710938 Penalty: 383.975189
	Iteration 4Q: 3 clusters Score -3599.711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3656.132568 Penalty: 383.975189
	Iteration 5Q: 3 clusters Score -3656.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3671.425049 Penalty: 383.975189
	Iteration 6Q: 3 clusters Score -3671.425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3675.039551 Penalty: 383.975189
	Iteration 7Q: 3 clusters Score -3675.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3679.377197 Penalty: 383.975189
	Iteration 8Q: 3 clusters Score -3679.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3683.364502 Penalty: 383.975189
	Iteration 9F: 3 clusters Score -3683.365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3690.476807 Penalty: 383.975189
	Iteration 10Q: 3 clusters Score -3690.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3690.476807 Penalty: 383.975189
	Iteration 11F: 3 clusters Score -3690.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Entering Unmasked Estep 
Score: -58205656.000000 Penalty: 58530.265625
Splitting cluster 61 changes total score from -58205612.000000 to -58205656.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 62 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9366.916992 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9366.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9130.375000 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -9130.375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9210.135742 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -9210.136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9232.037109 Penalty: 458.951691
	Iteration 2Q: 3 clusters Score -9232.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9235.186523 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9235.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9236.960938 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9236.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9238.378906 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -9238.379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9239.567383 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -9239.567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9247.287109 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -9247.287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9253.120117 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -9253.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9255.500977 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -9255.501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9256.790039 Penalty: 458.951691
	Iteration 10Q: 3 clusters Score -9256.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9256.790039 Penalty: 458.951691
	Iteration 11F: 3 clusters Score -9256.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3407.966309 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3407.966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3440.006348 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3440.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3443.012451 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3443.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3454.821533 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -3454.822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3475.173096 Penalty: 378.458374
	Iteration 4F: 3 clusters Score -3475.173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -16989.458984 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -16989.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16634.162109 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -16634.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16738.294922 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -16738.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16812.371094 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -16812.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16844.115234 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -16844.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16855.710938 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -16855.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16859.322266 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -16859.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16866.054688 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -16866.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16874.865234 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -16874.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16879.988281 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -16879.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16885.892578 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -16885.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16886.587891 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -16886.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16887.070312 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -16887.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16887.386719 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -16887.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16887.386719 Penalty: 515.959167
	Iteration 13F: 3 clusters Score -16887.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13239.358398 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13239.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13374.333008 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13374.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13418.339844 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13418.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13426.523438 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -13426.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13430.726562 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13430.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13433.125000 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13433.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13445.160156 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -13445.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13446.403320 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -13446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13447.743164 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -13447.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13448.158203 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -13448.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13448.158203 Penalty: 499.868591
	Iteration 10F: 3 clusters Score -13448.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9423.673828 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9423.674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9147.706055 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9147.706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9226.038086 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9226.038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9249.228516 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9249.229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9268.788086 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -9268.788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9278.322266 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9278.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9282.348633 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9282.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9282.348633 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -9282.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5245.933105 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5245.933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5305.045410 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5305.045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5330.308105 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5330.308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5341.509277 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5341.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5343.659180 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5343.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5355.486816 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5355.487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5405.250000 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -5405.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5417.663574 Penalty: 414.402802
	Iteration 7Q: 3 clusters Score -5417.664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5417.663574 Penalty: 414.402802
	Iteration 8F: 3 clusters Score -5417.664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (99194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Entering Unmasked Estep 
Score: -5953611.500000 Penalty: 523.469910
	Iteration 0F: 2 clusters Score -5953612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -5886626.000000 Penalty: 1046.939819
	Iteration 0F: 3 clusters Score -5886626 nChanged 48726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5915764.000000 Penalty: 1046.939819
	Iteration 1F: 3 clusters Score -5915764 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -5917492.500000 Penalty: 1046.939819
	Iteration 2Q: 3 clusters Score -5917492 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -5920566.000000 Penalty: 1046.939819
	Iteration 3F: 3 clusters Score -5920566 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -5926111.500000 Penalty: 1046.939819
	Iteration 4F: 3 clusters Score -5926112 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -5933413.500000 Penalty: 1046.939819
	Iteration 5F: 3 clusters Score -5933414 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -5938808.500000 Penalty: 1046.939819
	Iteration 6F: 3 clusters Score -5938808 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -5941474.000000 Penalty: 1046.939819
	Iteration 7Q: 3 clusters Score -5941474 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -5943258.500000 Penalty: 1046.939819
	Iteration 8Q: 3 clusters Score -5943258 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -5945083.000000 Penalty: 1046.939819
	Iteration 9Q: 3 clusters Score -5945083 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -5946920.500000 Penalty: 1046.939819
	Iteration 10Q: 3 clusters Score -5946920 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -5948496.500000 Penalty: 1046.939819
	Iteration 11Q: 3 clusters Score -5948496 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -5949872.000000 Penalty: 1046.939819
	Iteration 12Q: 3 clusters Score -5949872 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -5950760.000000 Penalty: 1046.939819
	Iteration 13Q: 3 clusters Score -5950760 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -5951335.500000 Penalty: 1046.939819
	Iteration 14Q: 3 clusters Score -5951336 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -5951669.000000 Penalty: 1046.939819
	Iteration 15Q: 3 clusters Score -5951669 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -5951803.500000 Penalty: 1046.939819
	Iteration 16Q: 3 clusters Score -5951804 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -5951857.000000 Penalty: 1046.939819
	Iteration 17Q: 3 clusters Score -5951857 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -5951931.000000 Penalty: 1046.939819
	Iteration 18Q: 3 clusters Score -5951931 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -5951957.500000 Penalty: 1046.939819
	Iteration 19Q: 3 clusters Score -5951958 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -5951964.000000 Penalty: 1046.939819
	Iteration 20F: 3 clusters Score -5951964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -5952008.500000 Penalty: 1046.939819
	Iteration 21Q: 3 clusters Score -5952008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -5952019.000000 Penalty: 1046.939819
	Iteration 22Q: 3 clusters Score -5952019 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -5952039.500000 Penalty: 1046.939819
	Iteration 23Q: 3 clusters Score -5952040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -5952037.000000 Penalty: 1046.939819
	Iteration 24Q: 3 clusters Score -5952037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -5952037.000000 Penalty: 1046.939819
	Iteration 25Q: 3 clusters Score -5952037 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -5952031.500000 Penalty: 1046.939819
	Iteration 26Q: 3 clusters Score -5952032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -5952003.500000 Penalty: 1046.939819
	Iteration 27Q: 3 clusters Score -5952004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -5952018.000000 Penalty: 1046.939819
	Iteration 28Q: 3 clusters Score -5952018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -5952028.000000 Penalty: 1046.939819
	Iteration 29Q: 3 clusters Score -5952028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -5952026.500000 Penalty: 1046.939819
	Iteration 30Q: 3 clusters Score -5952026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -5952036.000000 Penalty: 1046.939819
	Iteration 31Q: 3 clusters Score -5952036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -5952051.500000 Penalty: 1046.939819
	Iteration 32Q: 3 clusters Score -5952052 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -5952038.500000 Penalty: 1046.939819
	Iteration 33Q: 3 clusters Score -5952038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -5952042.500000 Penalty: 1046.939819
	Iteration 34Q: 3 clusters Score -5952042 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -5952038.500000 Penalty: 1046.939819
	Iteration 35Q: 3 clusters Score -5952038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -5952042.500000 Penalty: 1046.939819
	Iteration 36Q: 3 clusters Score -5952042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -5952048.500000 Penalty: 1046.939819
	Iteration 37Q: 3 clusters Score -5952048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -5952043.000000 Penalty: 1046.939819
	Iteration 38Q: 3 clusters Score -5952043 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -5952055.500000 Penalty: 1046.939819
	Iteration 39Q: 3 clusters Score -5952056 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -5952060.500000 Penalty: 1046.939819
	Iteration 40F: 3 clusters Score -5952060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -5952054.000000 Penalty: 1046.939819
	Iteration 41Q: 3 clusters Score -5952054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -5952041.000000 Penalty: 1046.939819
	Iteration 42Q: 3 clusters Score -5952041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -5952049.000000 Penalty: 1046.939819
	Iteration 43Q: 3 clusters Score -5952049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -5952049.500000 Penalty: 1046.939819
	Iteration 44Q: 3 clusters Score -5952050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -5952057.000000 Penalty: 1046.939819
	Iteration 45Q: 3 clusters Score -5952057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -5952060.500000 Penalty: 1046.939819
	Iteration 46Q: 3 clusters Score -5952060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -5952060.500000 Penalty: 1046.939819
	Iteration 47Q: 3 clusters Score -5952060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 73341 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5952100 nChanged 99
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Entering Unmasked Estep 
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Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 74103 members 
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	Iteration 61Q: 3 clusters Score -5952088 nChanged 84
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Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5952102 nChanged 52
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Mstep: Class 1 contains 24886 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5952103 nChanged 62
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Mstep: Class 1 contains 24824 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24760 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 74608 members 
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Mstep: Class 1 contains 24482 members 
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Mstep: Class 1 contains 24380 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19677 members 
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	Iteration 128Q: 3 clusters Score -5952346 nChanged 62
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	Iteration 129Q: 3 clusters Score -5952340 nChanged 69
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	Iteration 132Q: 3 clusters Score -5952360 nChanged 85
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	Iteration 134Q: 3 clusters Score -5952354 nChanged 95
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	Iteration 137Q: 3 clusters Score -5952337 nChanged 101
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	Iteration 138Q: 3 clusters Score -5952338 nChanged 93
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5952332 nChanged 96
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5952327 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17188 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 82085 members 
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Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 82167 members 
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Mstep: Class 1 contains 16951 members 
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Mstep: Class 1 contains 16809 members 
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Mstep: Class 1 contains 16750 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16636 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16585 members 
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Mstep: Class 2 contains 82670 members 
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Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16273 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5952387 nChanged 56
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Mstep: Class 1 contains 15972 members 
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	Iteration 160F: 3 clusters Score -5952386 nChanged 55
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Mstep: Class 1 contains 15917 members 
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Mstep: Class 1 contains 15858 members 
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Mstep: Class 1 contains 15271 members 
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	Iteration 173Q: 3 clusters Score -5952429 nChanged 78
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Mstep: Class 1 contains 15121 members 
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Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 84231 members 
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Mstep: Class 1 contains 14869 members 
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Mstep: Class 1 contains 14767 members 
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	Iteration 178Q: 3 clusters Score -5952442 nChanged 84
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Mstep: Class 1 contains 14683 members 
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Mstep: Class 2 contains 84598 members 
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	Iteration 180F: 3 clusters Score -5952446 nChanged 84
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Mstep: Class 1 contains 14512 members 
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	Iteration 181Q: 3 clusters Score -5952460 nChanged 76
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Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 84758 members 
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	Iteration 182Q: 3 clusters Score -5952464 nChanged 71
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Mstep: Class 1 contains 14365 members 
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	Iteration 183Q: 3 clusters Score -5952470 nChanged 60
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	Iteration 184Q: 3 clusters Score -5952478 nChanged 54
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Mstep: Class 1 contains 14251 members 
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	Iteration 185Q: 3 clusters Score -5952494 nChanged 51
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	Iteration 186Q: 3 clusters Score -5952486 nChanged 57
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Mstep: Class 2 contains 85051 members 
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	Iteration 187Q: 3 clusters Score -5952497 nChanged 66
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	Iteration 188Q: 3 clusters Score -5952491 nChanged 69
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	Iteration 189Q: 3 clusters Score -5952510 nChanged 66
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	Iteration 190Q: 3 clusters Score -5952498 nChanged 68
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Mstep: Class 1 contains 13874 members 
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	Iteration 191Q: 3 clusters Score -5952492 nChanged 75
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	Iteration 192Q: 3 clusters Score -5952502 nChanged 74
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	Iteration 193Q: 3 clusters Score -5952510 nChanged 74
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	Iteration 194Q: 3 clusters Score -5952527 nChanged 71
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	Iteration 195Q: 3 clusters Score -5952526 nChanged 67
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	Iteration 199Q: 3 clusters Score -5952558 nChanged 68
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Mstep: Class 1 contains 13230 members 
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	Iteration 200F: 3 clusters Score -5952554 nChanged 67
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	Iteration 201Q: 3 clusters Score -5952560 nChanged 66
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	Iteration 203Q: 3 clusters Score -5952538 nChanged 77
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	Iteration 204Q: 3 clusters Score -5952534 nChanged 68
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	Iteration 206Q: 3 clusters Score -5952524 nChanged 36
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	Iteration 209Q: 3 clusters Score -5952544 nChanged 40
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	Iteration 210Q: 3 clusters Score -5952545 nChanged 44
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	Iteration 211Q: 3 clusters Score -5952558 nChanged 39
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	Iteration 212Q: 3 clusters Score -5952554 nChanged 48
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	Iteration 213Q: 3 clusters Score -5952564 nChanged 44
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	Iteration 214Q: 3 clusters Score -5952573 nChanged 38
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	Iteration 215Q: 3 clusters Score -5952578 nChanged 53
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	Iteration 216Q: 3 clusters Score -5952584 nChanged 50
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	Iteration 217Q: 3 clusters Score -5952602 nChanged 49
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	Iteration 220F: 3 clusters Score -5952608 nChanged 49
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	Iteration 221Q: 3 clusters Score -5952616 nChanged 47
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Mstep: Class 1 contains 12108 members 
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	Iteration 222Q: 3 clusters Score -5952618 nChanged 48
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	Iteration 223Q: 3 clusters Score -5952612 nChanged 43
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Mstep: Class 2 contains 87169 members 
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	Iteration 224Q: 3 clusters Score -5952617 nChanged 41
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	Iteration 225Q: 3 clusters Score -5952613 nChanged 27
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Mstep: Class 1 contains 11957 members 
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	Iteration 226Q: 3 clusters Score -5952614 nChanged 26
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	Iteration 227Q: 3 clusters Score -5952608 nChanged 34
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	Iteration 228Q: 3 clusters Score -5952615 nChanged 35
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	Iteration 229Q: 3 clusters Score -5952616 nChanged 43
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	Iteration 230Q: 3 clusters Score -5952602 nChanged 37
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	Iteration 231Q: 3 clusters Score -5952613 nChanged 46
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5952616 nChanged 41
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5952618 nChanged 22
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Mstep: Class 1 contains 11564 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5952614 nChanged 17
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Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5952614 nChanged 24
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Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5952614 nChanged 26
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Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5952612 nChanged 25
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Entering Unmasked Estep 
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Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5952624 nChanged 15
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11367 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5952626 nChanged 9
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Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5952632 nChanged 6
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Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5952624 nChanged 2
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5952624 nChanged 5
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5952623 nChanged 6
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Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5952616 nChanged 7
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5952623 nChanged 7
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5952622 nChanged 10
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5952631 nChanged 10
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Mstep: Class 1 contains 11282 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5952634 nChanged 9
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Mstep: Class 1 contains 11273 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5952632 nChanged 6
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5952629 nChanged 8
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5952632 nChanged 11
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5952624 nChanged 8
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5952620 nChanged 9
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5952618 nChanged 7
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	Iteration 266Q: 3 clusters Score -5952617 nChanged 10
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	Iteration 267Q: 3 clusters Score -5952612 nChanged 18
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5952610 nChanged 20
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	Iteration 269Q: 3 clusters Score -5952609 nChanged 20
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	Iteration 270Q: 3 clusters Score -5952610 nChanged 19
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5952618 nChanged 18
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5952614 nChanged 18
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5952614 nChanged 16
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	Iteration 274Q: 3 clusters Score -5952611 nChanged 15
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5952614 nChanged 10
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	Iteration 276Q: 3 clusters Score -5952610 nChanged 14
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	Iteration 277Q: 3 clusters Score -5952611 nChanged 13
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	Iteration 278Q: 3 clusters Score -5952611 nChanged 15
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5952612 nChanged 13
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5952614 nChanged 11
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Mstep: Class 1 contains 10998 members 
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5952610 nChanged 12
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	Iteration 282Q: 3 clusters Score -5952614 nChanged 5
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	Iteration 283Q: 3 clusters Score -5952616 nChanged 4
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	Iteration 284Q: 3 clusters Score -5952620 nChanged 6
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	Iteration 285Q: 3 clusters Score -5952626 nChanged 9
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	Iteration 286Q: 3 clusters Score -5952622 nChanged 7
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	Iteration 287Q: 3 clusters Score -5952618 nChanged 5
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	Iteration 288Q: 3 clusters Score -5952610 nChanged 5
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	Iteration 289Q: 3 clusters Score -5952613 nChanged 6
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	Iteration 290Q: 3 clusters Score -5952619 nChanged 5
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	Iteration 291Q: 3 clusters Score -5952616 nChanged 5
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	Iteration 292Q: 3 clusters Score -5952615 nChanged 3
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	Iteration 293Q: 3 clusters Score -5952614 nChanged 3
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	Iteration 294Q: 3 clusters Score -5952614 nChanged 4
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	Iteration 295Q: 3 clusters Score -5952614 nChanged 6
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	Iteration 296Q: 3 clusters Score -5952617 nChanged 7
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	Iteration 297Q: 3 clusters Score -5952610 nChanged 10
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	Iteration 298Q: 3 clusters Score -5952618 nChanged 11
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	Iteration 299Q: 3 clusters Score -5952622 nChanged 10
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	Iteration 300F: 3 clusters Score -5952617 nChanged 13
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	Iteration 301Q: 3 clusters Score -5952618 nChanged 9
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	Iteration 302Q: 3 clusters Score -5952620 nChanged 11
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	Iteration 303Q: 3 clusters Score -5952618 nChanged 10
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	Iteration 304Q: 3 clusters Score -5952616 nChanged 16
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	Iteration 305Q: 3 clusters Score -5952615 nChanged 13
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	Iteration 306Q: 3 clusters Score -5952620 nChanged 21
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	Iteration 307Q: 3 clusters Score -5952614 nChanged 23
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	Iteration 308Q: 3 clusters Score -5952624 nChanged 28
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	Iteration 309Q: 3 clusters Score -5952629 nChanged 20
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	Iteration 310Q: 3 clusters Score -5952634 nChanged 25
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	Iteration 312Q: 3 clusters Score -5952640 nChanged 20
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	Iteration 313Q: 3 clusters Score -5952640 nChanged 22
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	Iteration 314Q: 3 clusters Score -5952640 nChanged 14
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	Iteration 315Q: 3 clusters Score -5952643 nChanged 9
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	Iteration 316Q: 3 clusters Score -5952641 nChanged 8
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	Iteration 317Q: 3 clusters Score -5952645 nChanged 14
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	Iteration 318Q: 3 clusters Score -5952644 nChanged 5
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	Iteration 319Q: 3 clusters Score -5952644 nChanged 4
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	Iteration 320F: 3 clusters Score -5952640 nChanged 2
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	Iteration 321Q: 3 clusters Score -5952639 nChanged 5
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	Iteration 322Q: 3 clusters Score -5952638 nChanged 5
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	Iteration 323Q: 3 clusters Score -5952640 nChanged 6
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	Iteration 324Q: 3 clusters Score -5952643 nChanged 7
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	Iteration 325Q: 3 clusters Score -5952646 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -5952666.500000 Penalty: 1046.939819
	Iteration 419Q: 3 clusters Score -5952666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -5952668.000000 Penalty: 1046.939819
	Iteration 420F: 3 clusters Score -5952668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -5952673.500000 Penalty: 1046.939819
	Iteration 421Q: 3 clusters Score -5952674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -5952671.500000 Penalty: 1046.939819
	Iteration 422Q: 3 clusters Score -5952672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -5952672.000000 Penalty: 1046.939819
	Iteration 423Q: 3 clusters Score -5952672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -5952675.500000 Penalty: 1046.939819
	Iteration 424Q: 3 clusters Score -5952676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -5952678.500000 Penalty: 1046.939819
	Iteration 425Q: 3 clusters Score -5952678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -5952680.500000 Penalty: 1046.939819
	Iteration 426Q: 3 clusters Score -5952680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -5952682.000000 Penalty: 1046.939819
	Iteration 427Q: 3 clusters Score -5952682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -5952685.000000 Penalty: 1046.939819
	Iteration 428Q: 3 clusters Score -5952685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -5952687.000000 Penalty: 1046.939819
	Iteration 429Q: 3 clusters Score -5952687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -5952689.000000 Penalty: 1046.939819
	Iteration 430Q: 3 clusters Score -5952689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -5952686.500000 Penalty: 1046.939819
	Iteration 431Q: 3 clusters Score -5952686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -5952686.500000 Penalty: 1046.939819
	Iteration 432F: 3 clusters Score -5952686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -25909.361328 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -25909.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25466.699219 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -25466.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25591.042969 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -25591.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25643.355469 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -25643.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25680.488281 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -25680.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25696.839844 Penalty: 556.143555
	Iteration 4Q: 3 clusters Score -25696.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25707.144531 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -25707.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25718.402344 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -25718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25727.148438 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -25727.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25739.945312 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -25739.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25746.804688 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -25746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25750.447266 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -25750.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25751.955078 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -25751.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25755.537109 Penalty: 556.143555
	Iteration 12Q: 3 clusters Score -25755.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25759.480469 Penalty: 556.143555
	Iteration 13Q: 3 clusters Score -25759.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25762.207031 Penalty: 556.143555
	Iteration 14Q: 3 clusters Score -25762.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25764.828125 Penalty: 556.143555
	Iteration 15Q: 3 clusters Score -25764.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25765.595703 Penalty: 556.143555
	Iteration 16Q: 3 clusters Score -25765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25765.675781 Penalty: 556.143555
	Iteration 17Q: 3 clusters Score -25765.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25765.675781 Penalty: 556.143555
	Iteration 18F: 3 clusters Score -25765.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21122.414062 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21122.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21218.302734 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21218.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21251.921875 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21251.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21263.046875 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -21263.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21273.197266 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -21273.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21282.707031 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21282.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21315.746094 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21315.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21342.359375 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21342.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21368.589844 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21368.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21383.994141 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21383.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21400.962891 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21400.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21445.544922 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21445.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21510.908203 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21510.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21566.826172 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21566.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21602.593750 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21602.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21611.419922 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21611.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21614.384766 Penalty: 536.640991
	Iteration 16Q: 3 clusters Score -21614.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21619.146484 Penalty: 536.640991
	Iteration 17Q: 3 clusters Score -21619.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21624.300781 Penalty: 536.640991
	Iteration 18Q: 3 clusters Score -21624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21625.494141 Penalty: 536.640991
	Iteration 19Q: 3 clusters Score -21625.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21627.333984 Penalty: 536.640991
	Iteration 20F: 3 clusters Score -21627.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21629.363281 Penalty: 536.640991
	Iteration 21Q: 3 clusters Score -21629.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21630.316406 Penalty: 536.640991
	Iteration 22Q: 3 clusters Score -21630.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21630.316406 Penalty: 536.640991
	Iteration 23F: 3 clusters Score -21630.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Mstep: Class 94 contains 202 members 
Entering Unmasked Estep 
Score: -58205444.000000 Penalty: 59159.621094
Splitting cluster 70 changes total score from -58205612.000000 to -58205444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7023.723633 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7023.724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7121.290039 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7121.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7162.273438 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7162.273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7177.570801 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -7177.571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7190.822754 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7190.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7205.883789 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -7205.884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7211.526855 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -7211.527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7216.282227 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -7216.282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7220.131836 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -7220.132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7223.117676 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -7223.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7224.469727 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -7224.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7227.759277 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -7227.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7227.759277 Penalty: 467.357666
	Iteration 12F: 3 clusters Score -7227.759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 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 130 members 
Entering Unmasked Estep 
Score: -16216.075195 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16216.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16365.680664 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16365.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16490.083984 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16490.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16577.171875 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16577.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16607.046875 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16607.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16619.205078 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16619.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16626.439453 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16626.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16636.130859 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16636.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16645.173828 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16645.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16650.244141 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16650.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16650.652344 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16650.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16650.652344 Penalty: 510.127991
	Iteration 11F: 3 clusters Score -16650.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 187 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Mstep: Class 94 contains 85 members 
Entering Unmasked Estep 
Score: -58205328.000000 Penalty: 59159.621094
Splitting cluster 72 changes total score from -58205612.000000 to -58205328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6002.471680 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6002.472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5794.366699 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5794.367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5876.785156 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5876.785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5911.552734 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5911.553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5957.238281 Penalty: 429.383392
	Iteration 3F: 3 clusters Score -5957.238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6021.947266 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -6021.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 70 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Mstep: Class 94 contains 42 members 
Entering Unmasked Estep 
Score: -58205236.000000 Penalty: 59159.621094
Splitting cluster 73 changes total score from -58205612.000000 to -58205236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44980.023438 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -44980.02 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45203.097656 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45203.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45268.007812 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45268.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45315.253906 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -45315.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45352.699219 Penalty: 598.077759
	Iteration 4F: 3 clusters Score -45352.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45375.097656 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45386.308594 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45386.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45393.933594 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45393.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45400.523438 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45400.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45406.542969 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45406.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45408.371094 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45408.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45408.656250 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45408.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45408.656250 Penalty: 598.077759
	Iteration 12F: 3 clusters Score -45408.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -3816.864990 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -3816.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3641.606689 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -3641.607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3719.959229 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -3719.959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3759.364258 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -3759.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3772.365234 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -3772.365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3776.832764 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -3776.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3776.832764 Penalty: 426.912689
	Iteration 5F: 3 clusters Score -3776.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -13510.755859 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -13510.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13209.331055 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -13209.33 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13347.439453 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -13347.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13374.264648 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -13374.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13391.126953 Penalty: 513.735657
	Iteration 3Q: 3 clusters Score -13391.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13400.820312 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -13400.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13402.870117 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -13402.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13405.416016 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -13405.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13406.644531 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -13406.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13409.922852 Penalty: 513.735657
	Iteration 8Q: 3 clusters Score -13409.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13411.413086 Penalty: 513.735657
	Iteration 9Q: 3 clusters Score -13411.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13411.781250 Penalty: 513.735657
	Iteration 10Q: 3 clusters Score -13411.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13411.781250 Penalty: 513.735657
	Iteration 11F: 3 clusters Score -13411.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -42676.726562 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -42676.73 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 345 members 
Entering Unmasked Estep 
Score: -42055.472656 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -42055.47 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42230.226562 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -42230.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42280.253906 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -42280.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42343.292969 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -42343.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42417.558594 Penalty: 595.887939
	Iteration 4F: 3 clusters Score -42417.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42496.136719 Penalty: 595.887939
	Iteration 5F: 3 clusters Score -42496.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42542.804688 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -42542.8 nChanged 19
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: -42567.066406 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -42567.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42574.265625 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -42574.27 nChanged 4
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: -42575.859375 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -42575.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42577.386719 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -42577.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42577.804688 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -42577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42578.316406 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -42578.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42579.492188 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -42579.49 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: -42579.644531 Penalty: 595.887939
	Iteration 14Q: 3 clusters Score -42579.64 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: -42579.644531 Penalty: 595.887939
	Iteration 15F: 3 clusters Score -42579.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9787.796875 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9787.797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9875.385742 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9875.386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9905.139648 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -9905.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9913.093750 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9913.094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9915.216797 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9915.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9916.078125 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -9916.078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9916.078125 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -9916.078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7883.999023 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7883.999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7654.769043 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7654.769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7743.580078 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7743.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7811.484863 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7811.485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7884.594238 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -7884.594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7895.871582 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7895.872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7967.761230 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7967.761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7983.766113 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7983.766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7992.235352 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7992.235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7997.573730 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7997.574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7999.511230 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -7999.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7999.511230 Penalty: 455.967834
	Iteration 10F: 3 clusters Score -7999.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 70 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Mstep: Class 94 contains 80 members 
Entering Unmasked Estep 
Score: -58205356.000000 Penalty: 59159.621094
Splitting cluster 79 changes total score from -58205612.000000 to -58205356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7242.335449 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7242.335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7317.515625 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7317.516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7357.511230 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7357.511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7373.725586 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7373.726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7383.664551 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7383.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7386.963379 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7386.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7388.162598 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7388.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7388.162598 Penalty: 443.642975
	Iteration 7F: 3 clusters Score -7388.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6838.372559 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6838.373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6621.063965 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6621.064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6748.862793 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6748.863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6807.270508 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6807.271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6833.369629 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6833.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6837.306641 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6837.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6839.676270 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6839.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6844.681152 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6844.681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6852.625488 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -6852.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6852.625488 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -6852.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 83 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 2054 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 32242 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 211 members 
Mstep: Class 92 contains 432 members 
Mstep: Class 93 contains 24 members 
Mstep: Class 94 contains 58 members 
Entering Unmasked Estep 
Score: -58205268.000000 Penalty: 59159.621094
Splitting cluster 81 changes total score from -58205612.000000 to -58205268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8562.895508 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8562.896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8681.452148 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8681.452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8762.156250 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8762.156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8774.839844 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8774.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8783.144531 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8783.145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8785.232422 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8785.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8785.232422 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -8785.232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10857.882812 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10857.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10609.566406 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10609.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10708.609375 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10708.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10736.421875 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10736.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10768.443359 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10768.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10784.737305 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10784.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10807.869141 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10807.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10814.078125 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10814.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10814.078125 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -10814.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -33989.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -33989.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33484.496094 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -33484.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33719.855469 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -33719.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33789.957031 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -33789.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33808.796875 Penalty: 576.489929
	Iteration 3Q: 3 clusters Score -33808.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33819.113281 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -33819.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33825.492188 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -33825.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33829.449219 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -33829.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33836.199219 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -33836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33843.578125 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -33843.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33849.671875 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -33849.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33854.906250 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -33854.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33856.742188 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -33856.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33861.546875 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -33861.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33863.781250 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -33863.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33866.574219 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -33866.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33869.304688 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -33869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33873.253906 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -33873.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33875.414062 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -33875.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33877.992188 Penalty: 576.489929
	Iteration 18Q: 3 clusters Score -33877.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33879.128906 Penalty: 576.489929
	Iteration 19Q: 3 clusters Score -33879.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33879.488281 Penalty: 576.489929
	Iteration 20F: 3 clusters Score -33879.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -18958.312500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -18958.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18600.167969 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -18600.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18698.642578 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -18698.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18733.324219 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -18733.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18756.970703 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -18756.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18784.156250 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -18784.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18789.982422 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -18789.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18790.494141 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -18790.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18790.494141 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -18790.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 129670 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 283 members 
Mstep: Class 28 contains 5724 members 
Mstep: Class 29 contains 129160 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 2122 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 4510 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141713 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 320 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 324 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1109 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 506 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 234 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 44 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 99194 members 
Mstep: Class 69 contains 451 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 109 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 698 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 150 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 141 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 93. Lose 186.972458 but Gain 629.359375
Score: -58206788.000000 Penalty: 57900.906250
Iteration 319Q: 93 clusters Score -5.820679e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 129664 members 
Mstep: Class 3 contains 88 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 8836 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 18 contains 19295 members 
Mstep: Class 19 contains 165 members 
Mstep: Class 20 contains 144833 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111996 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5742 members 
Mstep: Class 29 contains 129161 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 2121 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 305 members 
Mstep: Class 35 contains 303 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 729 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 266 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4493 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141577 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 319 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 34131 members 
Mstep: Class 53 contains 81 members 
Mstep: Class 54 contains 1107 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 504 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 295 members 
Mstep: Class 59 contains 240 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 157 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 187 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 100458 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 283 members 
Mstep: Class 77 contains 701 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 140 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1907 members 
Mstep: Class 84 contains 198 members 
Mstep: Class 85 contains 565 members 
Mstep: Class 86 contains 272 members 
Mstep: Class 87 contains 165 members 
Mstep: Class 88 contains 131 members 
Mstep: Class 89 contains 31195 members 
Mstep: Class 90 contains 93 members 
Mstep: Class 91 contains 209 members 
Mstep: Class 92 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 53. Lose 604.421936 but Gain 629.355469
Score: -58207188.000000 Penalty: 57271.550781
Iteration 320F: 92 clusters Score -5.820719e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 129658 members 
Mstep: Class 3 contains 108 members 
Mstep: Class 4 contains 15758 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 8836 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 144836 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111992 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5747 members 
Mstep: Class 29 contains 129176 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6740 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 739 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4463 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141383 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 319 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 294 members 
Mstep: Class 52 contains 34135 members 
Mstep: Class 54 contains 1106 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 242 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 289 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 101614 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 181 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 693 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1939 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 563 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 30239 members 
Mstep: Class 90 contains 106 members 
Mstep: Class 91 contains 226 members 
Mstep: Class 92 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207716.000000 Penalty: 57271.550781
Iteration 321Q: 92 clusters Score -5.820772e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129644 members 
Mstep: Class 3 contains 106 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 8835 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 7077 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 72729 members 
Mstep: Class 18 contains 19289 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 144838 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111990 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 279 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 5754 members 
Mstep: Class 29 contains 129190 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6751 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4438 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141239 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 284 members 
Mstep: Class 52 contains 34140 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 243 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 290 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 102670 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 174 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 688 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1926 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 561 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 29391 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 233 members 
Mstep: Class 92 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207772.000000 Penalty: 57271.550781
Iteration 322Q: 92 clusters Score -5.820777e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129633 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1496 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 7078 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 72724 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 144844 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111991 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 287 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5767 members 
Mstep: Class 29 contains 129195 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6747 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4409 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141154 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 276 members 
Mstep: Class 52 contains 34143 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 503 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 314 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 289 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 103656 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 171 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 680 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1913 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 564 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 28564 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 240 members 
Mstep: Class 92 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207988.000000 Penalty: 57271.550781
Iteration 323Q: 92 clusters Score -5.820799e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129630 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 72717 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144839 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111992 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5776 members 
Mstep: Class 29 contains 129204 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4382 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 141014 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 266 members 
Mstep: Class 52 contains 34148 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 316 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 104702 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 675 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1898 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 27750 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 246 members 
Mstep: Class 92 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208020.000000 Penalty: 57271.550781
Iteration 324Q: 92 clusters Score -5.820802e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129622 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15758 members 
Mstep: Class 5 contains 1485 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 7082 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 72713 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144833 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 129219 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6687 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4358 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140845 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 34151 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 499 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 317 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 105713 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 672 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1883 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 26978 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 252 members 
Mstep: Class 92 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208052.000000 Penalty: 57271.550781
Iteration 325Q: 92 clusters Score -5.820805e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129606 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15758 members 
Mstep: Class 5 contains 1486 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 7074 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144833 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6642 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 240 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4332 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140732 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 34156 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 317 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 106682 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 671 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1872 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 26202 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 257 members 
Mstep: Class 92 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208352.000000 Penalty: 57271.550781
Iteration 326Q: 92 clusters Score -5.820835e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129593 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15758 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 7078 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 72701 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144833 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111998 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5796 members 
Mstep: Class 29 contains 129243 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6597 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4305 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140619 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34164 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 317 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 107588 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1864 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 25491 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 261 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208544.000000 Penalty: 57271.550781
Iteration 327Q: 92 clusters Score -5.820854e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129589 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 1475 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19275 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144829 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112002 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5800 members 
Mstep: Class 29 contains 129249 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4275 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140481 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34167 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 317 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 108449 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1858 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 24852 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 265 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208656.000000 Penalty: 57271.550781
Iteration 328Q: 92 clusters Score -5.820866e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129583 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 14366 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 72696 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144825 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5803 members 
Mstep: Class 29 contains 129253 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4242 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140321 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34175 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 318 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 109300 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1858 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 24226 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 267 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208588.000000 Penalty: 57271.550781
Iteration 329Q: 92 clusters Score -5.820859e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129572 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7074 members 
Mstep: Class 13 contains 14366 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144831 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5803 members 
Mstep: Class 29 contains 129257 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6478 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4225 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 140105 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34182 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 319 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 110130 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1851 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 23660 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 269 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208552.000000 Penalty: 57271.550781
Iteration 330Q: 92 clusters Score -5.820855e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129563 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144829 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 129255 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4210 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 139811 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34187 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 320 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 110985 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1847 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 23131 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208500.000000 Penalty: 57271.550781
Iteration 331Q: 92 clusters Score -5.82085e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129567 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1466 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19272 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144827 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112008 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 129257 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6405 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4207 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 139442 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34187 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 111874 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1844 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 22632 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208448.000000 Penalty: 57271.550781
Iteration 332Q: 92 clusters Score -5.820845e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19275 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144828 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112010 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5807 members 
Mstep: Class 29 contains 129256 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6362 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4216 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 139021 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34186 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 112805 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1840 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 22130 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208652.000000 Penalty: 57271.550781
Iteration 333Q: 92 clusters Score -5.820865e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144827 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112005 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 129259 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6320 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 138536 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34185 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 113766 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1833 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 21652 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208692.000000 Penalty: 57271.550781
Iteration 334Q: 92 clusters Score -5.820869e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129580 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8774 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144831 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111998 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 129258 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4225 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 138003 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34185 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 114724 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1831 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 21217 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208712.000000 Penalty: 57271.550781
Iteration 335Q: 92 clusters Score -5.820871e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129581 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144829 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 786 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 129252 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4243 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 137421 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34186 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 115682 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1827 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 20825 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208888.000000 Penalty: 57271.550781
Iteration 336Q: 92 clusters Score -5.820889e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129586 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 14364 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144827 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 129251 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4281 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 136826 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34185 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 116615 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1824 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 20450 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209064.000000 Penalty: 57271.550781
Iteration 337Q: 92 clusters Score -5.820906e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129581 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 14362 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112005 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 129256 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6194 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 268 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4312 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 136167 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34187 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 117577 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1824 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 20114 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209020.000000 Penalty: 57271.550781
Iteration 338Q: 92 clusters Score -5.820902e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112004 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 129261 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6157 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 135428 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34183 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 118605 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1821 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 19805 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209236.000000 Penalty: 57271.550781
Iteration 339Q: 92 clusters Score -5.820924e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129580 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15763 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8946 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112007 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 784 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 129262 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6111 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4375 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 134626 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34182 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 119676 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1817 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 19508 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209496.000000 Penalty: 57271.550781
Iteration 340F: 92 clusters Score -5.82095e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129583 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 14355 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144821 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112007 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 129263 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6072 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4426 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 133722 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34184 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 120833 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1814 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 19203 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209452.000000 Penalty: 57271.550781
Iteration 341Q: 92 clusters Score -5.820945e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129584 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15770 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144819 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112006 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 129267 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 6032 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4494 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 132741 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34181 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 122025 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1815 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 18916 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209512.000000 Penalty: 57271.550781
Iteration 342Q: 92 clusters Score -5.820951e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129587 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144821 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112004 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 129270 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5984 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4564 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 131710 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34176 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 123201 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1817 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 18678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209612.000000 Penalty: 57271.550781
Iteration 343Q: 92 clusters Score -5.820961e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129599 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 7094 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9153 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144824 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112000 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129274 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4657 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 130675 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34169 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 124340 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1820 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 18461 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209776.000000 Penalty: 57271.550781
Iteration 344Q: 92 clusters Score -5.820978e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129606 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 604 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144823 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111998 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129279 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5894 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4757 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 129629 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34169 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 125451 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1824 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 18244 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209908.000000 Penalty: 57271.550781
Iteration 345Q: 92 clusters Score -5.820991e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129604 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15774 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 14352 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9323 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144823 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 129284 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5840 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4863 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 128619 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34165 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 126499 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1828 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 18048 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210172.000000 Penalty: 57271.550781
Iteration 346Q: 92 clusters Score -5.821017e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129609 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 610 members 
Mstep: Class 12 contains 7097 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 129287 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5800 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4976 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 127724 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34165 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 127453 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1833 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 17816 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209992.000000 Penalty: 57271.550781
Iteration 347Q: 92 clusters Score -5.820999e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129608 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 620 members 
Mstep: Class 12 contains 7098 members 
Mstep: Class 13 contains 14350 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9469 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111994 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 129291 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5761 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5098 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 126951 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34170 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 128262 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1833 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 17615 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210188.000000 Penalty: 57271.550781
Iteration 348Q: 92 clusters Score -5.821019e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129614 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144822 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111994 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 129295 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5710 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5216 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 126229 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34170 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 129021 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1835 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 17423 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210388.000000 Penalty: 57271.550781
Iteration 349Q: 92 clusters Score -5.821039e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129607 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9611 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111995 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 129301 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5681 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5373 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 125542 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34172 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 129725 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1833 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 17212 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 57271.550781
Iteration 350Q: 92 clusters Score -5.821043e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129600 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 14352 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144823 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111993 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 129303 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5651 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5524 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 124927 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34177 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 130379 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1832 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 16977 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210604.000000 Penalty: 57271.550781
Iteration 351Q: 92 clusters Score -5.82106e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129593 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144824 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111993 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 129304 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5615 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5705 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 124425 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34180 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 130907 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1834 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 16722 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210796.000000 Penalty: 57271.550781
Iteration 352Q: 92 clusters Score -5.82108e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129584 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144826 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111992 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5814 members 
Mstep: Class 29 contains 129305 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5844 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 123844 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34184 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 131545 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1838 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 16508 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210828.000000 Penalty: 57271.550781
Iteration 353Q: 92 clusters Score -5.821083e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 14355 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9885 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144833 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111988 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5813 members 
Mstep: Class 29 contains 129306 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5504 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5960 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 123260 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34190 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 132206 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1842 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 16310 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210904.000000 Penalty: 57271.550781
Iteration 354Q: 92 clusters Score -5.82109e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129568 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144839 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111983 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129307 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 274 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6044 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122703 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34198 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 132871 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1845 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 16116 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211000.000000 Penalty: 57271.550781
Iteration 355Q: 92 clusters Score -5.8211e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129568 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144845 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111981 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129309 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5358 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 275 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6121 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122211 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 133521 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1844 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15905 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211052.000000 Penalty: 57271.550781
Iteration 356Q: 92 clusters Score -5.821105e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129570 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15762 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 7094 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10038 members 
Mstep: Class 17 contains 72701 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144850 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111978 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129308 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5293 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6202 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121727 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 134157 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1841 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15692 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211100.000000 Penalty: 57271.550781
Iteration 357Q: 92 clusters Score -5.82111e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129570 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 17 contains 72702 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144854 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111974 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129311 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5238 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 750 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6273 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121256 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 134786 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1828 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15476 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211192.000000 Penalty: 57271.550781
Iteration 358Q: 92 clusters Score -5.821119e+07 nChanged 1642
Entering ConstructFrom: 
Score: -58211192.000000 Penalty: 57271.550781
Entering ConstructFrom: 
Trying to split cluster 1 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -60494.750000 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -60494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -59651.851562 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -59651.85 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59949.023438 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -59949.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60023.589844 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -60023.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60073.796875 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -60073.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60102.867188 Penalty: 632.349670
	Iteration 4Q: 3 clusters Score -60102.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -60124.488281 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -60124.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60137.882812 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -60137.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60145.453125 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -60145.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -60162.859375 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -60162.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60182.449219 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -60182.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60201.031250 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -60201.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60219.707031 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -60219.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60241.480469 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -60241.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60262.500000 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -60262.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60273.183594 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -60273.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60277.976562 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -60277.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60282.625000 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -60282.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60287.332031 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -60287.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60290.187500 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -60290.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60293.085938 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -60293.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60295.109375 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -60295.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60295.839844 Penalty: 632.349670
	Iteration 21Q: 3 clusters Score -60295.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60296.121094 Penalty: 632.349670
	Iteration 22Q: 3 clusters Score -60296.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60296.316406 Penalty: 632.349670
	Iteration 23Q: 3 clusters Score -60296.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60296.507812 Penalty: 632.349670
	Iteration 24Q: 3 clusters Score -60296.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60296.636719 Penalty: 632.349670
	Iteration 25Q: 3 clusters Score -60296.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -60296.968750 Penalty: 632.349670
	Iteration 26Q: 3 clusters Score -60296.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60298.468750 Penalty: 632.349670
	Iteration 27Q: 3 clusters Score -60298.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -60299.222656 Penalty: 632.349670
	Iteration 28Q: 3 clusters Score -60299.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -60299.597656 Penalty: 632.349670
	Iteration 29Q: 3 clusters Score -60299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -60300.089844 Penalty: 632.349670
	Iteration 30Q: 3 clusters Score -60300.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -60300.089844 Penalty: 632.349670
	Iteration 31F: 3 clusters Score -60300.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Entering Unmasked Estep 
Score: -7748726.500000 Penalty: 535.625305
	Iteration 0F: 2 clusters Score -7748726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -7666443.500000 Penalty: 1071.250610
	Iteration 0F: 3 clusters Score -7666444 nChanged 63386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -7705016.500000 Penalty: 1071.250610
	Iteration 1F: 3 clusters Score -7705016 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -7707151.500000 Penalty: 1071.250610
	Iteration 2Q: 3 clusters Score -7707152 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -7710871.500000 Penalty: 1071.250610
	Iteration 3Q: 3 clusters Score -7710872 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -7716961.500000 Penalty: 1071.250610
	Iteration 4F: 3 clusters Score -7716962 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -7724627.500000 Penalty: 1071.250610
	Iteration 5F: 3 clusters Score -7724628 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -7731234.000000 Penalty: 1071.250610
	Iteration 6F: 3 clusters Score -7731234 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -7734789.500000 Penalty: 1071.250610
	Iteration 7F: 3 clusters Score -7734790 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -7736734.000000 Penalty: 1071.250610
	Iteration 8Q: 3 clusters Score -7736734 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -7737897.500000 Penalty: 1071.250610
	Iteration 9Q: 3 clusters Score -7737898 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -7739039.500000 Penalty: 1071.250610
	Iteration 10Q: 3 clusters Score -7739040 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -7739937.500000 Penalty: 1071.250610
	Iteration 11Q: 3 clusters Score -7739938 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 111219 members 
Entering Unmasked Estep 
Score: -7740874.500000 Penalty: 1071.250610
	Iteration 12Q: 3 clusters Score -7740874 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -7741617.000000 Penalty: 1071.250610
	Iteration 13Q: 3 clusters Score -7741617 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 115866 members 
Entering Unmasked Estep 
Score: -7742475.500000 Penalty: 1071.250610
	Iteration 14Q: 3 clusters Score -7742476 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -7743260.000000 Penalty: 1071.250610
	Iteration 15Q: 3 clusters Score -7743260 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -7743992.000000 Penalty: 1071.250610
	Iteration 16Q: 3 clusters Score -7743992 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -7744678.500000 Penalty: 1071.250610
	Iteration 17Q: 3 clusters Score -7744678 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -7745203.500000 Penalty: 1071.250610
	Iteration 18Q: 3 clusters Score -7745204 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -7745710.500000 Penalty: 1071.250610
	Iteration 19Q: 3 clusters Score -7745710 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -7746214.000000 Penalty: 1071.250610
	Iteration 20F: 3 clusters Score -7746214 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -7746644.500000 Penalty: 1071.250610
	Iteration 21Q: 3 clusters Score -7746644 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 126944 members 
Entering Unmasked Estep 
Score: -7746992.500000 Penalty: 1071.250610
	Iteration 22Q: 3 clusters Score -7746992 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -7747281.500000 Penalty: 1071.250610
	Iteration 23Q: 3 clusters Score -7747282 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 127933 members 
Entering Unmasked Estep 
Score: -7747480.000000 Penalty: 1071.250610
	Iteration 24Q: 3 clusters Score -7747480 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -7747636.000000 Penalty: 1071.250610
	Iteration 25Q: 3 clusters Score -7747636 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 128495 members 
Entering Unmasked Estep 
Score: -7747752.500000 Penalty: 1071.250610
	Iteration 26Q: 3 clusters Score -7747752 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -7747852.000000 Penalty: 1071.250610
	Iteration 27Q: 3 clusters Score -7747852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -7747931.000000 Penalty: 1071.250610
	Iteration 28Q: 3 clusters Score -7747931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -7748002.500000 Penalty: 1071.250610
	Iteration 29Q: 3 clusters Score -7748002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -7748059.500000 Penalty: 1071.250610
	Iteration 30Q: 3 clusters Score -7748060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -7748078.000000 Penalty: 1071.250610
	Iteration 31Q: 3 clusters Score -7748078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -7748113.500000 Penalty: 1071.250610
	Iteration 32Q: 3 clusters Score -7748114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -7748151.000000 Penalty: 1071.250610
	Iteration 33Q: 3 clusters Score -7748151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -7748172.500000 Penalty: 1071.250610
	Iteration 34Q: 3 clusters Score -7748172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -7748182.000000 Penalty: 1071.250610
	Iteration 35Q: 3 clusters Score -7748182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -7748185.500000 Penalty: 1071.250610
	Iteration 36Q: 3 clusters Score -7748186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -7748196.000000 Penalty: 1071.250610
	Iteration 37Q: 3 clusters Score -7748196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -7748204.000000 Penalty: 1071.250610
	Iteration 38Q: 3 clusters Score -7748204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -7748215.000000 Penalty: 1071.250610
	Iteration 39Q: 3 clusters Score -7748215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -7748227.500000 Penalty: 1071.250610
	Iteration 40F: 3 clusters Score -7748228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -7748231.500000 Penalty: 1071.250610
	Iteration 41Q: 3 clusters Score -7748232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -7748238.500000 Penalty: 1071.250610
	Iteration 42Q: 3 clusters Score -7748238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -7748253.000000 Penalty: 1071.250610
	Iteration 43Q: 3 clusters Score -7748253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -7748256.000000 Penalty: 1071.250610
	Iteration 44Q: 3 clusters Score -7748256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -7748255.500000 Penalty: 1071.250610
	Iteration 45Q: 3 clusters Score -7748256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -7748256.000000 Penalty: 1071.250610
	Iteration 46Q: 3 clusters Score -7748256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 129311 members 
Entering Unmasked Estep 
Score: -7748252.500000 Penalty: 1071.250610
	Iteration 47Q: 3 clusters Score -7748252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -7748256.000000 Penalty: 1071.250610
	Iteration 48Q: 3 clusters Score -7748256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -7748256.000000 Penalty: 1071.250610
	Iteration 49F: 3 clusters Score -7748256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4851.920898 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4851.921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4655.361328 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4655.361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4744.043457 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4744.043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4793.829102 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -4793.829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4827.334473 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4827.334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4845.117676 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -4845.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4851.113281 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -4851.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4851.113281 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -4851.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Entering Unmasked Estep 
Score: -944680.437500 Penalty: 439.759308
	Iteration 0F: 2 clusters Score -944680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -934273.812500 Penalty: 879.518616
	Iteration 0F: 3 clusters Score -934273.8 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -938779.625000 Penalty: 879.518616
	Iteration 1F: 3 clusters Score -938779.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -939277.625000 Penalty: 879.518616
	Iteration 2F: 3 clusters Score -939277.6 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -940045.062500 Penalty: 879.518616
	Iteration 3F: 3 clusters Score -940045.1 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -941044.187500 Penalty: 879.518616
	Iteration 4F: 3 clusters Score -941044.2 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -941944.062500 Penalty: 879.518616
	Iteration 5F: 3 clusters Score -941944.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -942408.125000 Penalty: 879.518616
	Iteration 6F: 3 clusters Score -942408.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -942566.437500 Penalty: 879.518616
	Iteration 7Q: 3 clusters Score -942566.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -942659.062500 Penalty: 879.518616
	Iteration 8Q: 3 clusters Score -942659.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -942732.125000 Penalty: 879.518616
	Iteration 9Q: 3 clusters Score -942732.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -942793.000000 Penalty: 879.518616
	Iteration 10Q: 3 clusters Score -942793 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -942853.750000 Penalty: 879.518616
	Iteration 11Q: 3 clusters Score -942853.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -942904.062500 Penalty: 879.518616
	Iteration 12Q: 3 clusters Score -942904.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -942953.687500 Penalty: 879.518616
	Iteration 13Q: 3 clusters Score -942953.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -942981.750000 Penalty: 879.518616
	Iteration 14Q: 3 clusters Score -942981.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -942998.437500 Penalty: 879.518616
	Iteration 15Q: 3 clusters Score -942998.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -943019.812500 Penalty: 879.518616
	Iteration 16Q: 3 clusters Score -943019.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -943046.562500 Penalty: 879.518616
	Iteration 17Q: 3 clusters Score -943046.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -943071.000000 Penalty: 879.518616
	Iteration 18Q: 3 clusters Score -943071 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -943102.437500 Penalty: 879.518616
	Iteration 19Q: 3 clusters Score -943102.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -943129.187500 Penalty: 879.518616
	Iteration 20F: 3 clusters Score -943129.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -943160.875000 Penalty: 879.518616
	Iteration 21Q: 3 clusters Score -943160.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -943192.750000 Penalty: 879.518616
	Iteration 22Q: 3 clusters Score -943192.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -943225.562500 Penalty: 879.518616
	Iteration 23Q: 3 clusters Score -943225.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -943250.812500 Penalty: 879.518616
	Iteration 24Q: 3 clusters Score -943250.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -943276.875000 Penalty: 879.518616
	Iteration 25Q: 3 clusters Score -943276.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -943303.000000 Penalty: 879.518616
	Iteration 26Q: 3 clusters Score -943303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -943334.437500 Penalty: 879.518616
	Iteration 27Q: 3 clusters Score -943334.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -943373.937500 Penalty: 879.518616
	Iteration 28Q: 3 clusters Score -943373.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -943419.750000 Penalty: 879.518616
	Iteration 29Q: 3 clusters Score -943419.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -943486.812500 Penalty: 879.518616
	Iteration 30Q: 3 clusters Score -943486.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -943553.437500 Penalty: 879.518616
	Iteration 31Q: 3 clusters Score -943553.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -943619.750000 Penalty: 879.518616
	Iteration 32Q: 3 clusters Score -943619.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -943677.312500 Penalty: 879.518616
	Iteration 33Q: 3 clusters Score -943677.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -943724.187500 Penalty: 879.518616
	Iteration 34Q: 3 clusters Score -943724.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -943755.187500 Penalty: 879.518616
	Iteration 35Q: 3 clusters Score -943755.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -943801.812500 Penalty: 879.518616
	Iteration 36Q: 3 clusters Score -943801.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -943851.937500 Penalty: 879.518616
	Iteration 37Q: 3 clusters Score -943851.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -943902.062500 Penalty: 879.518616
	Iteration 38Q: 3 clusters Score -943902.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -943960.562500 Penalty: 879.518616
	Iteration 39Q: 3 clusters Score -943960.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -944009.000000 Penalty: 879.518616
	Iteration 40F: 3 clusters Score -944009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -944052.937500 Penalty: 879.518616
	Iteration 41Q: 3 clusters Score -944052.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -944079.687500 Penalty: 879.518616
	Iteration 42Q: 3 clusters Score -944079.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -944110.625000 Penalty: 879.518616
	Iteration 43Q: 3 clusters Score -944110.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -944136.687500 Penalty: 879.518616
	Iteration 44Q: 3 clusters Score -944136.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -944157.000000 Penalty: 879.518616
	Iteration 45Q: 3 clusters Score -944157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -944174.125000 Penalty: 879.518616
	Iteration 46Q: 3 clusters Score -944174.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -944188.375000 Penalty: 879.518616
	Iteration 47Q: 3 clusters Score -944188.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -944205.875000 Penalty: 879.518616
	Iteration 48Q: 3 clusters Score -944205.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -944222.687500 Penalty: 879.518616
	Iteration 49Q: 3 clusters Score -944222.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -944239.562500 Penalty: 879.518616
	Iteration 50Q: 3 clusters Score -944239.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -944249.750000 Penalty: 879.518616
	Iteration 51Q: 3 clusters Score -944249.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -944263.687500 Penalty: 879.518616
	Iteration 52Q: 3 clusters Score -944263.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -944277.500000 Penalty: 879.518616
	Iteration 53Q: 3 clusters Score -944277.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -944293.937500 Penalty: 879.518616
	Iteration 54Q: 3 clusters Score -944293.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -944301.500000 Penalty: 879.518616
	Iteration 55Q: 3 clusters Score -944301.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -944306.937500 Penalty: 879.518616
	Iteration 56Q: 3 clusters Score -944306.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -944312.312500 Penalty: 879.518616
	Iteration 57Q: 3 clusters Score -944312.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -944315.625000 Penalty: 879.518616
	Iteration 58Q: 3 clusters Score -944315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -944318.625000 Penalty: 879.518616
	Iteration 59Q: 3 clusters Score -944318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -944318.250000 Penalty: 879.518616
	Iteration 60F: 3 clusters Score -944318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -944320.375000 Penalty: 879.518616
	Iteration 61Q: 3 clusters Score -944320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -944321.250000 Penalty: 879.518616
	Iteration 62Q: 3 clusters Score -944321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -944321.562500 Penalty: 879.518616
	Iteration 63Q: 3 clusters Score -944321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -944322.125000 Penalty: 879.518616
	Iteration 64Q: 3 clusters Score -944322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -944323.625000 Penalty: 879.518616
	Iteration 65Q: 3 clusters Score -944323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -944324.812500 Penalty: 879.518616
	Iteration 66Q: 3 clusters Score -944324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -944324.687500 Penalty: 879.518616
	Iteration 67Q: 3 clusters Score -944324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -944325.500000 Penalty: 879.518616
	Iteration 68Q: 3 clusters Score -944325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -944328.062500 Penalty: 879.518616
	Iteration 69Q: 3 clusters Score -944328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -944330.875000 Penalty: 879.518616
	Iteration 70Q: 3 clusters Score -944330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -944332.000000 Penalty: 879.518616
	Iteration 71Q: 3 clusters Score -944332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -944334.187500 Penalty: 879.518616
	Iteration 72Q: 3 clusters Score -944334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -944340.500000 Penalty: 879.518616
	Iteration 73Q: 3 clusters Score -944340.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -944349.375000 Penalty: 879.518616
	Iteration 74Q: 3 clusters Score -944349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -944358.750000 Penalty: 879.518616
	Iteration 75Q: 3 clusters Score -944358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -944360.937500 Penalty: 879.518616
	Iteration 76Q: 3 clusters Score -944360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -944364.375000 Penalty: 879.518616
	Iteration 77Q: 3 clusters Score -944364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -944363.562500 Penalty: 879.518616
	Iteration 78Q: 3 clusters Score -944363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -944363.937500 Penalty: 879.518616
	Iteration 79Q: 3 clusters Score -944363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -944366.062500 Penalty: 879.518616
	Iteration 80F: 3 clusters Score -944366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -944367.500000 Penalty: 879.518616
	Iteration 81Q: 3 clusters Score -944367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -944367.500000 Penalty: 879.518616
	Iteration 82F: 3 clusters Score -944367.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -75731.085938 Penalty: 331.146210
	Iteration 0F: 2 clusters Score -75731.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74649.429688 Penalty: 662.292419
	Iteration 0F: 3 clusters Score -74649.43 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75011.375000 Penalty: 662.292419
	Iteration 1F: 3 clusters Score -75011.38 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75084.257812 Penalty: 662.292419
	Iteration 2F: 3 clusters Score -75084.26 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75145.687500 Penalty: 662.292419
	Iteration 3F: 3 clusters Score -75145.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -75193.656250 Penalty: 662.292419
	Iteration 4F: 3 clusters Score -75193.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -75233.765625 Penalty: 662.292419
	Iteration 5Q: 3 clusters Score -75233.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -75273.507812 Penalty: 662.292419
	Iteration 6Q: 3 clusters Score -75273.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -75311.031250 Penalty: 662.292419
	Iteration 7Q: 3 clusters Score -75311.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -75358.953125 Penalty: 662.292419
	Iteration 8Q: 3 clusters Score -75358.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -75409.031250 Penalty: 662.292419
	Iteration 9Q: 3 clusters Score -75409.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -75431.359375 Penalty: 662.292419
	Iteration 10Q: 3 clusters Score -75431.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -75453.109375 Penalty: 662.292419
	Iteration 11Q: 3 clusters Score -75453.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -75475.320312 Penalty: 662.292419
	Iteration 12Q: 3 clusters Score -75475.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -75497.328125 Penalty: 662.292419
	Iteration 13Q: 3 clusters Score -75497.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -75510.757812 Penalty: 662.292419
	Iteration 14Q: 3 clusters Score -75510.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -75529.007812 Penalty: 662.292419
	Iteration 15Q: 3 clusters Score -75529.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -75538.429688 Penalty: 662.292419
	Iteration 16Q: 3 clusters Score -75538.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -75544.164062 Penalty: 662.292419
	Iteration 17Q: 3 clusters Score -75544.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -75547.101562 Penalty: 662.292419
	Iteration 18Q: 3 clusters Score -75547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -75551.359375 Penalty: 662.292419
	Iteration 19Q: 3 clusters Score -75551.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -75556.148438 Penalty: 662.292419
	Iteration 20F: 3 clusters Score -75556.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -75558.078125 Penalty: 662.292419
	Iteration 21Q: 3 clusters Score -75558.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -75560.171875 Penalty: 662.292419
	Iteration 22Q: 3 clusters Score -75560.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -75562.593750 Penalty: 662.292419
	Iteration 23Q: 3 clusters Score -75562.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -75564.164062 Penalty: 662.292419
	Iteration 24Q: 3 clusters Score -75564.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -75565.296875 Penalty: 662.292419
	Iteration 25Q: 3 clusters Score -75565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -75565.296875 Penalty: 662.292419
	Iteration 26F: 3 clusters Score -75565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -532285.875000 Penalty: 413.372833
	Iteration 0F: 2 clusters Score -532285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -526414.187500 Penalty: 826.745667
	Iteration 0F: 3 clusters Score -526414.2 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -528672.375000 Penalty: 826.745667
	Iteration 1F: 3 clusters Score -528672.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -528919.750000 Penalty: 826.745667
	Iteration 2F: 3 clusters Score -528919.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -529227.375000 Penalty: 826.745667
	Iteration 3F: 3 clusters Score -529227.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -529608.437500 Penalty: 826.745667
	Iteration 4F: 3 clusters Score -529608.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -530101.562500 Penalty: 826.745667
	Iteration 5F: 3 clusters Score -530101.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -530596.750000 Penalty: 826.745667
	Iteration 6F: 3 clusters Score -530596.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -530948.375000 Penalty: 826.745667
	Iteration 7F: 3 clusters Score -530948.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -531144.750000 Penalty: 826.745667
	Iteration 8Q: 3 clusters Score -531144.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -531247.687500 Penalty: 826.745667
	Iteration 9Q: 3 clusters Score -531247.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -531308.625000 Penalty: 826.745667
	Iteration 10Q: 3 clusters Score -531308.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -531354.500000 Penalty: 826.745667
	Iteration 11Q: 3 clusters Score -531354.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -531391.875000 Penalty: 826.745667
	Iteration 12Q: 3 clusters Score -531391.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -531429.687500 Penalty: 826.745667
	Iteration 13Q: 3 clusters Score -531429.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -531460.375000 Penalty: 826.745667
	Iteration 14Q: 3 clusters Score -531460.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -531487.687500 Penalty: 826.745667
	Iteration 15Q: 3 clusters Score -531487.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -531510.500000 Penalty: 826.745667
	Iteration 16Q: 3 clusters Score -531510.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -531530.125000 Penalty: 826.745667
	Iteration 17Q: 3 clusters Score -531530.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -531546.625000 Penalty: 826.745667
	Iteration 18Q: 3 clusters Score -531546.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -531557.687500 Penalty: 826.745667
	Iteration 19Q: 3 clusters Score -531557.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -531565.187500 Penalty: 826.745667
	Iteration 20F: 3 clusters Score -531565.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -531571.875000 Penalty: 826.745667
	Iteration 21Q: 3 clusters Score -531571.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -531574.812500 Penalty: 826.745667
	Iteration 22Q: 3 clusters Score -531574.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -531577.375000 Penalty: 826.745667
	Iteration 23Q: 3 clusters Score -531577.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -531578.750000 Penalty: 826.745667
	Iteration 24Q: 3 clusters Score -531578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -531579.625000 Penalty: 826.745667
	Iteration 25Q: 3 clusters Score -531579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -531580.375000 Penalty: 826.745667
	Iteration 26Q: 3 clusters Score -531580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -531582.562500 Penalty: 826.745667
	Iteration 27Q: 3 clusters Score -531582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -531583.437500 Penalty: 826.745667
	Iteration 28Q: 3 clusters Score -531583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531583.687500 Penalty: 826.745667
	Iteration 29Q: 3 clusters Score -531583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531583.062500 Penalty: 826.745667
	Iteration 30Q: 3 clusters Score -531583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531584.062500 Penalty: 826.745667
	Iteration 31Q: 3 clusters Score -531584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -531584.062500 Penalty: 826.745667
	Iteration 32F: 3 clusters Score -531584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -82666.382812 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -82666.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -81607.078125 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -81607.08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -81926.148438 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -81926.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -82015.265625 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -82015.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82073.640625 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -82073.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82119.828125 Penalty: 658.441345
	Iteration 4Q: 3 clusters Score -82119.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82173.960938 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -82173.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82216.695312 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -82216.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82242.523438 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -82242.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82258.007812 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -82258.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -82275.476562 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -82275.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82291.820312 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -82291.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82305.523438 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -82305.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82318.296875 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -82318.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82325.523438 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -82325.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -82329.867188 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -82329.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82338.765625 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -82338.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82346.179688 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -82346.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -82354.031250 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -82354.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82361.765625 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -82361.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -82364.882812 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -82364.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82366.906250 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -82366.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82369.156250 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -82369.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82370.390625 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -82370.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82370.929688 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -82370.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -82371.515625 Penalty: 658.441345
	Iteration 24Q: 3 clusters Score -82371.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82372.304688 Penalty: 658.441345
	Iteration 25Q: 3 clusters Score -82372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82372.820312 Penalty: 658.441345
	Iteration 26Q: 3 clusters Score -82372.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82373.648438 Penalty: 658.441345
	Iteration 27Q: 3 clusters Score -82373.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82374.593750 Penalty: 658.441345
	Iteration 28Q: 3 clusters Score -82374.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82375.062500 Penalty: 658.441345
	Iteration 29Q: 3 clusters Score -82375.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82375.351562 Penalty: 658.441345
	Iteration 30Q: 3 clusters Score -82375.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82375.953125 Penalty: 658.441345
	Iteration 31Q: 3 clusters Score -82375.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82376.156250 Penalty: 658.441345
	Iteration 32Q: 3 clusters Score -82376.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82376.156250 Penalty: 658.441345
	Iteration 33F: 3 clusters Score -82376.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25411.130859 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25411.13 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25536.654297 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25536.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25592.705078 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25592.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25636.025391 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -25636.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25677.259766 Penalty: 553.273926
	Iteration 4F: 3 clusters Score -25677.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25721.458984 Penalty: 553.273926
	Iteration 5F: 3 clusters Score -25721.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25768.197266 Penalty: 553.273926
	Iteration 6F: 3 clusters Score -25768.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25806.556641 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25806.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25831.626953 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25831.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25850.589844 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25850.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25857.046875 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25857.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25857.744141 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25857.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25858.558594 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -25858.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25859.724609 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -25859.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25860.552734 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -25860.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25860.552734 Penalty: 553.273926
	Iteration 15F: 3 clusters Score -25860.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 216 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210828.000000 Penalty: 57900.906250
Splitting cluster 8 changes total score from -58211192.000000 to -58210828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -40394.539062 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40394.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39781.105469 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -39781.11 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39906.941406 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -39906.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39935.312500 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -39935.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39947.996094 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -39948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39963.976562 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -39963.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39975.402344 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -39975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39982.453125 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -39982.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39987.960938 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -39987.96 nChanged 10
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: -39995.574219 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -39995.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40000.820312 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40000.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40004.640625 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40004.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40008.890625 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40008.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40011.289062 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40011.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40014.519531 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40014.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40017.855469 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40017.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40020.230469 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40020.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40022.101562 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40022.949219 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40022.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40025.113281 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40025.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40026.562500 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -40026.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40027.578125 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -40027.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40028.468750 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -40028.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40028.570312 Penalty: 591.753906
	Iteration 22Q: 3 clusters Score -40028.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40028.808594 Penalty: 591.753906
	Iteration 23Q: 3 clusters Score -40028.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40029.226562 Penalty: 591.753906
	Iteration 24Q: 3 clusters Score -40029.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40029.226562 Penalty: 591.753906
	Iteration 25F: 3 clusters Score -40029.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 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 132 members 
Entering Unmasked Estep 
Score: -16131.685547 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16131.69 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16233.225586 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16233.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16259.061523 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16259.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16280.572266 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16280.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16308.379883 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16308.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16332.778320 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16332.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16338.571289 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16338.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16351.055664 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16351.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16363.563477 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16363.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16370.677734 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16370.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16371.856445 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16371.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16372.449219 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16372.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16372.449219 Penalty: 507.066010
	Iteration 12F: 3 clusters Score -16372.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -36644.617188 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -36644.62 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 316 members 
Entering Unmasked Estep 
Score: -36063.734375 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -36063.73 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36203.710938 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -36203.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36243.832031 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -36243.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36262.281250 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -36262.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36270.675781 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -36270.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36280.546875 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -36280.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36290.035156 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -36290.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36297.570312 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -36297.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36305.609375 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -36305.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36314.226562 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -36314.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36321.542969 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -36321.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36338.203125 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -36338.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36355.332031 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -36355.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36365.125000 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -36365.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36373.726562 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -36373.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36378.558594 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -36378.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36383.261719 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -36383.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36386.781250 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -36386.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36393.214844 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -36393.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36405.593750 Penalty: 587.851318
	Iteration 19Q: 3 clusters Score -36405.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36410.949219 Penalty: 587.851318
	Iteration 20F: 3 clusters Score -36410.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36415.464844 Penalty: 587.851318
	Iteration 21Q: 3 clusters Score -36415.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36418.027344 Penalty: 587.851318
	Iteration 22Q: 3 clusters Score -36418.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36418.027344 Penalty: 587.851318
	Iteration 23F: 3 clusters Score -36418.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Entering Unmasked Estep 
Score: -411075.031250 Penalty: 403.480774
	Iteration 0F: 2 clusters Score -411075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -406264.781250 Penalty: 806.961548
	Iteration 0F: 3 clusters Score -406264.8 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -408413.718750 Penalty: 806.961548
	Iteration 1F: 3 clusters Score -408413.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -408773.250000 Penalty: 806.961548
	Iteration 2F: 3 clusters Score -408773.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -409096.375000 Penalty: 806.961548
	Iteration 3F: 3 clusters Score -409096.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -409356.218750 Penalty: 806.961548
	Iteration 4F: 3 clusters Score -409356.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -409570.718750 Penalty: 806.961548
	Iteration 5F: 3 clusters Score -409570.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -409759.312500 Penalty: 806.961548
	Iteration 6Q: 3 clusters Score -409759.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -409917.343750 Penalty: 806.961548
	Iteration 7Q: 3 clusters Score -409917.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -410027.562500 Penalty: 806.961548
	Iteration 8Q: 3 clusters Score -410027.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -410095.718750 Penalty: 806.961548
	Iteration 9Q: 3 clusters Score -410095.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -410143.468750 Penalty: 806.961548
	Iteration 10Q: 3 clusters Score -410143.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -410178.343750 Penalty: 806.961548
	Iteration 11Q: 3 clusters Score -410178.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -410211.875000 Penalty: 806.961548
	Iteration 12Q: 3 clusters Score -410211.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -410248.843750 Penalty: 806.961548
	Iteration 13Q: 3 clusters Score -410248.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -410287.781250 Penalty: 806.961548
	Iteration 14Q: 3 clusters Score -410287.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -410312.375000 Penalty: 806.961548
	Iteration 15Q: 3 clusters Score -410312.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -410338.468750 Penalty: 806.961548
	Iteration 16Q: 3 clusters Score -410338.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -410376.531250 Penalty: 806.961548
	Iteration 17Q: 3 clusters Score -410376.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -410434.781250 Penalty: 806.961548
	Iteration 18Q: 3 clusters Score -410434.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -410520.000000 Penalty: 806.961548
	Iteration 19Q: 3 clusters Score -410520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -410605.312500 Penalty: 806.961548
	Iteration 20F: 3 clusters Score -410605.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -410668.281250 Penalty: 806.961548
	Iteration 21Q: 3 clusters Score -410668.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -410715.875000 Penalty: 806.961548
	Iteration 22Q: 3 clusters Score -410715.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -410756.781250 Penalty: 806.961548
	Iteration 23Q: 3 clusters Score -410756.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -410784.843750 Penalty: 806.961548
	Iteration 24Q: 3 clusters Score -410784.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -410806.593750 Penalty: 806.961548
	Iteration 25Q: 3 clusters Score -410806.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -410824.500000 Penalty: 806.961548
	Iteration 26Q: 3 clusters Score -410824.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -410835.468750 Penalty: 806.961548
	Iteration 27Q: 3 clusters Score -410835.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -410841.687500 Penalty: 806.961548
	Iteration 28Q: 3 clusters Score -410841.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -410845.843750 Penalty: 806.961548
	Iteration 29Q: 3 clusters Score -410845.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -410850.531250 Penalty: 806.961548
	Iteration 30Q: 3 clusters Score -410850.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -410856.843750 Penalty: 806.961548
	Iteration 31Q: 3 clusters Score -410856.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -410861.343750 Penalty: 806.961548
	Iteration 32Q: 3 clusters Score -410861.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -410871.937500 Penalty: 806.961548
	Iteration 33Q: 3 clusters Score -410871.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -410876.687500 Penalty: 806.961548
	Iteration 34Q: 3 clusters Score -410876.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -410880.562500 Penalty: 806.961548
	Iteration 35Q: 3 clusters Score -410880.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -410885.218750 Penalty: 806.961548
	Iteration 36Q: 3 clusters Score -410885.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -410890.687500 Penalty: 806.961548
	Iteration 37Q: 3 clusters Score -410890.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -410895.156250 Penalty: 806.961548
	Iteration 38Q: 3 clusters Score -410895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -410897.531250 Penalty: 806.961548
	Iteration 39Q: 3 clusters Score -410897.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -410900.843750 Penalty: 806.961548
	Iteration 40F: 3 clusters Score -410900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -410904.312500 Penalty: 806.961548
	Iteration 41Q: 3 clusters Score -410904.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -410907.093750 Penalty: 806.961548
	Iteration 42Q: 3 clusters Score -410907.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -410909.562500 Penalty: 806.961548
	Iteration 43Q: 3 clusters Score -410909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -410911.812500 Penalty: 806.961548
	Iteration 44Q: 3 clusters Score -410911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -410916.093750 Penalty: 806.961548
	Iteration 45Q: 3 clusters Score -410916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -410919.375000 Penalty: 806.961548
	Iteration 46Q: 3 clusters Score -410919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -410922.437500 Penalty: 806.961548
	Iteration 47Q: 3 clusters Score -410922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -410924.937500 Penalty: 806.961548
	Iteration 48Q: 3 clusters Score -410924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -410926.031250 Penalty: 806.961548
	Iteration 49Q: 3 clusters Score -410926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -410926.125000 Penalty: 806.961548
	Iteration 50Q: 3 clusters Score -410926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -410927.875000 Penalty: 806.961548
	Iteration 51Q: 3 clusters Score -410927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -410928.593750 Penalty: 806.961548
	Iteration 52Q: 3 clusters Score -410928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -410929.312500 Penalty: 806.961548
	Iteration 53Q: 3 clusters Score -410929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -410930.281250 Penalty: 806.961548
	Iteration 54Q: 3 clusters Score -410930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -410931.437500 Penalty: 806.961548
	Iteration 55Q: 3 clusters Score -410931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -410932.718750 Penalty: 806.961548
	Iteration 56Q: 3 clusters Score -410932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -410934.312500 Penalty: 806.961548
	Iteration 57Q: 3 clusters Score -410934.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -410935.062500 Penalty: 806.961548
	Iteration 58Q: 3 clusters Score -410935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -410937.187500 Penalty: 806.961548
	Iteration 59Q: 3 clusters Score -410937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -410938.781250 Penalty: 806.961548
	Iteration 60F: 3 clusters Score -410938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -410938.468750 Penalty: 806.961548
	Iteration 61Q: 3 clusters Score -410938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -410939.156250 Penalty: 806.961548
	Iteration 62Q: 3 clusters Score -410939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -410939.687500 Penalty: 806.961548
	Iteration 63Q: 3 clusters Score -410939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -410940.593750 Penalty: 806.961548
	Iteration 64Q: 3 clusters Score -410940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -410941.312500 Penalty: 806.961548
	Iteration 65Q: 3 clusters Score -410941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -410942.218750 Penalty: 806.961548
	Iteration 66Q: 3 clusters Score -410942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -410942.812500 Penalty: 806.961548
	Iteration 67Q: 3 clusters Score -410942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -410944.250000 Penalty: 806.961548
	Iteration 68Q: 3 clusters Score -410944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -410945.062500 Penalty: 806.961548
	Iteration 69Q: 3 clusters Score -410945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -410945.281250 Penalty: 806.961548
	Iteration 70Q: 3 clusters Score -410945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -410946.968750 Penalty: 806.961548
	Iteration 71Q: 3 clusters Score -410947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -410948.187500 Penalty: 806.961548
	Iteration 72Q: 3 clusters Score -410948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -410947.937500 Penalty: 806.961548
	Iteration 73Q: 3 clusters Score -410947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -410947.937500 Penalty: 806.961548
	Iteration 74F: 3 clusters Score -410947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Entering Unmasked Estep 
Score: -873630.312500 Penalty: 435.525665
	Iteration 0F: 2 clusters Score -873630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -864042.937500 Penalty: 871.051331
	Iteration 0F: 3 clusters Score -864042.9 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -867961.187500 Penalty: 871.051331
	Iteration 1F: 3 clusters Score -867961.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -868223.937500 Penalty: 871.051331
	Iteration 2Q: 3 clusters Score -868223.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -868580.750000 Penalty: 871.051331
	Iteration 3Q: 3 clusters Score -868580.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -869098.500000 Penalty: 871.051331
	Iteration 4F: 3 clusters Score -869098.5 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -869849.625000 Penalty: 871.051331
	Iteration 5F: 3 clusters Score -869849.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -870602.500000 Penalty: 871.051331
	Iteration 6F: 3 clusters Score -870602.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -871068.625000 Penalty: 871.051331
	Iteration 7F: 3 clusters Score -871068.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -871288.687500 Penalty: 871.051331
	Iteration 8Q: 3 clusters Score -871288.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -871442.562500 Penalty: 871.051331
	Iteration 9Q: 3 clusters Score -871442.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -871555.500000 Penalty: 871.051331
	Iteration 10Q: 3 clusters Score -871555.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -871666.687500 Penalty: 871.051331
	Iteration 11Q: 3 clusters Score -871666.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -871773.812500 Penalty: 871.051331
	Iteration 12Q: 3 clusters Score -871773.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -871889.812500 Penalty: 871.051331
	Iteration 13Q: 3 clusters Score -871889.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -872016.250000 Penalty: 871.051331
	Iteration 14Q: 3 clusters Score -872016.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -872145.750000 Penalty: 871.051331
	Iteration 15Q: 3 clusters Score -872145.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -872276.500000 Penalty: 871.051331
	Iteration 16Q: 3 clusters Score -872276.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -872420.687500 Penalty: 871.051331
	Iteration 17Q: 3 clusters Score -872420.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -872571.250000 Penalty: 871.051331
	Iteration 18Q: 3 clusters Score -872571.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -872716.312500 Penalty: 871.051331
	Iteration 19Q: 3 clusters Score -872716.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -872857.750000 Penalty: 871.051331
	Iteration 20F: 3 clusters Score -872857.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -873004.750000 Penalty: 871.051331
	Iteration 21Q: 3 clusters Score -873004.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -873102.312500 Penalty: 871.051331
	Iteration 22Q: 3 clusters Score -873102.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -873155.625000 Penalty: 871.051331
	Iteration 23Q: 3 clusters Score -873155.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -873182.500000 Penalty: 871.051331
	Iteration 24Q: 3 clusters Score -873182.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -873198.312500 Penalty: 871.051331
	Iteration 25Q: 3 clusters Score -873198.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -873204.937500 Penalty: 871.051331
	Iteration 26Q: 3 clusters Score -873204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -873211.562500 Penalty: 871.051331
	Iteration 27Q: 3 clusters Score -873211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -873219.062500 Penalty: 871.051331
	Iteration 28Q: 3 clusters Score -873219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -873226.812500 Penalty: 871.051331
	Iteration 29Q: 3 clusters Score -873226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -873235.375000 Penalty: 871.051331
	Iteration 30Q: 3 clusters Score -873235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -873238.812500 Penalty: 871.051331
	Iteration 31Q: 3 clusters Score -873238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -873245.687500 Penalty: 871.051331
	Iteration 32Q: 3 clusters Score -873245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -873248.562500 Penalty: 871.051331
	Iteration 33Q: 3 clusters Score -873248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -873248.562500 Penalty: 871.051331
	Iteration 34F: 3 clusters Score -873248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -24828.029297 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -24828.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24407.833984 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -24407.83 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24718.791016 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -24718.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24842.255859 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -24842.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24931.148438 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -24931.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24963.443359 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -24963.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24965.632812 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -24965.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24965.722656 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -24965.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24965.722656 Penalty: 554.103088
	Iteration 7F: 3 clusters Score -24965.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 283 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210920.000000 Penalty: 57900.906250
Splitting cluster 14 changes total score from -58211192.000000 to -58210920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -6885.957520 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -6885.958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6587.388184 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -6587.388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6695.100098 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -6695.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6726.445312 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -6726.445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6736.419434 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -6736.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6736.996094 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -6736.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6736.996094 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -6736.996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -608711.875000 Penalty: 419.667175
	Iteration 0F: 2 clusters Score -608711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -601922.500000 Penalty: 839.334351
	Iteration 0F: 3 clusters Score -601922.5 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -604561.937500 Penalty: 839.334351
	Iteration 1F: 3 clusters Score -604561.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -604748.062500 Penalty: 839.334351
	Iteration 2Q: 3 clusters Score -604748.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -604991.187500 Penalty: 839.334351
	Iteration 3F: 3 clusters Score -604991.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -605311.750000 Penalty: 839.334351
	Iteration 4F: 3 clusters Score -605311.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -605709.562500 Penalty: 839.334351
	Iteration 5F: 3 clusters Score -605709.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -606169.750000 Penalty: 839.334351
	Iteration 6F: 3 clusters Score -606169.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -606595.312500 Penalty: 839.334351
	Iteration 7F: 3 clusters Score -606595.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -606887.000000 Penalty: 839.334351
	Iteration 8Q: 3 clusters Score -606887 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -607058.750000 Penalty: 839.334351
	Iteration 9Q: 3 clusters Score -607058.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -607206.750000 Penalty: 839.334351
	Iteration 10Q: 3 clusters Score -607206.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -607388.625000 Penalty: 839.334351
	Iteration 11Q: 3 clusters Score -607388.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -607549.312500 Penalty: 839.334351
	Iteration 12Q: 3 clusters Score -607549.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -607683.687500 Penalty: 839.334351
	Iteration 13Q: 3 clusters Score -607683.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -607805.750000 Penalty: 839.334351
	Iteration 14Q: 3 clusters Score -607805.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -607894.812500 Penalty: 839.334351
	Iteration 15Q: 3 clusters Score -607894.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -607961.562500 Penalty: 839.334351
	Iteration 16Q: 3 clusters Score -607961.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -608000.000000 Penalty: 839.334351
	Iteration 17Q: 3 clusters Score -608000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -608016.812500 Penalty: 839.334351
	Iteration 18Q: 3 clusters Score -608016.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -608030.250000 Penalty: 839.334351
	Iteration 19Q: 3 clusters Score -608030.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -608033.625000 Penalty: 839.334351
	Iteration 20F: 3 clusters Score -608033.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -608036.437500 Penalty: 839.334351
	Iteration 21Q: 3 clusters Score -608036.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -608037.250000 Penalty: 839.334351
	Iteration 22Q: 3 clusters Score -608037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -608037.687500 Penalty: 839.334351
	Iteration 23Q: 3 clusters Score -608037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -608039.187500 Penalty: 839.334351
	Iteration 24Q: 3 clusters Score -608039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -608038.125000 Penalty: 839.334351
	Iteration 25Q: 3 clusters Score -608038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -608037.125000 Penalty: 839.334351
	Iteration 26Q: 3 clusters Score -608037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -608038.437500 Penalty: 839.334351
	Iteration 27Q: 3 clusters Score -608038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -608037.750000 Penalty: 839.334351
	Iteration 28Q: 3 clusters Score -608037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -608038.625000 Penalty: 839.334351
	Iteration 29Q: 3 clusters Score -608038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -608039.625000 Penalty: 839.334351
	Iteration 30Q: 3 clusters Score -608039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -608039.000000 Penalty: 839.334351
	Iteration 31Q: 3 clusters Score -608039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -608039.750000 Penalty: 839.334351
	Iteration 32Q: 3 clusters Score -608039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -608039.812500 Penalty: 839.334351
	Iteration 33Q: 3 clusters Score -608039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -608039.500000 Penalty: 839.334351
	Iteration 34Q: 3 clusters Score -608039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -608040.500000 Penalty: 839.334351
	Iteration 35Q: 3 clusters Score -608040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -608042.000000 Penalty: 839.334351
	Iteration 36Q: 3 clusters Score -608042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -608041.125000 Penalty: 839.334351
	Iteration 37Q: 3 clusters Score -608041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -608040.500000 Penalty: 839.334351
	Iteration 38Q: 3 clusters Score -608040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -608039.625000 Penalty: 839.334351
	Iteration 39Q: 3 clusters Score -608039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -608039.062500 Penalty: 839.334351
	Iteration 40F: 3 clusters Score -608039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -608038.125000 Penalty: 839.334351
	Iteration 41Q: 3 clusters Score -608038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -608039.500000 Penalty: 839.334351
	Iteration 42Q: 3 clusters Score -608039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -608039.000000 Penalty: 839.334351
	Iteration 43Q: 3 clusters Score -608039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -608039.750000 Penalty: 839.334351
	Iteration 44Q: 3 clusters Score -608039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -608037.875000 Penalty: 839.334351
	Iteration 45Q: 3 clusters Score -608037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -608039.250000 Penalty: 839.334351
	Iteration 46Q: 3 clusters Score -608039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -608039.250000 Penalty: 839.334351
	Iteration 47F: 3 clusters Score -608039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Entering Unmasked Estep 
Score: -4363167.500000 Penalty: 509.333252
	Iteration 0F: 2 clusters Score -4363168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4314297.500000 Penalty: 1018.666504
	Iteration 0F: 3 clusters Score -4314298 nChanged 35250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4335294.000000 Penalty: 1018.666504
	Iteration 1F: 3 clusters Score -4335294 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -4337126.000000 Penalty: 1018.666504
	Iteration 2F: 3 clusters Score -4337126 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -4340888.000000 Penalty: 1018.666504
	Iteration 3F: 3 clusters Score -4340888 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -4347634.500000 Penalty: 1018.666504
	Iteration 4F: 3 clusters Score -4347634 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -4355350.500000 Penalty: 1018.666504
	Iteration 5F: 3 clusters Score -4355350 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -4360574.000000 Penalty: 1018.666504
	Iteration 6F: 3 clusters Score -4360574 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -4362243.500000 Penalty: 1018.666504
	Iteration 7Q: 3 clusters Score -4362244 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -4362578.000000 Penalty: 1018.666504
	Iteration 8Q: 3 clusters Score -4362578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -4362655.000000 Penalty: 1018.666504
	Iteration 9Q: 3 clusters Score -4362655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -4362693.000000 Penalty: 1018.666504
	Iteration 10Q: 3 clusters Score -4362693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -4362704.000000 Penalty: 1018.666504
	Iteration 11Q: 3 clusters Score -4362704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -4362707.500000 Penalty: 1018.666504
	Iteration 12Q: 3 clusters Score -4362708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4362711.500000 Penalty: 1018.666504
	Iteration 13Q: 3 clusters Score -4362712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -4362712.000000 Penalty: 1018.666504
	Iteration 14Q: 3 clusters Score -4362712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4362714.500000 Penalty: 1018.666504
	Iteration 15Q: 3 clusters Score -4362714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4362714.500000 Penalty: 1018.666504
	Iteration 16F: 3 clusters Score -4362714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Entering Unmasked Estep 
Score: -1153659.375000 Penalty: 448.952271
	Iteration 0F: 2 clusters Score -1153659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1140827.875000 Penalty: 897.904541
	Iteration 0F: 3 clusters Score -1140828 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1147381.875000 Penalty: 897.904541
	Iteration 1F: 3 clusters Score -1147382 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1148398.500000 Penalty: 897.904541
	Iteration 2F: 3 clusters Score -1148398 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1149491.500000 Penalty: 897.904541
	Iteration 3F: 3 clusters Score -1149492 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1150324.375000 Penalty: 897.904541
	Iteration 4F: 3 clusters Score -1150324 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1150693.750000 Penalty: 897.904541
	Iteration 5Q: 3 clusters Score -1150694 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1150822.625000 Penalty: 897.904541
	Iteration 6Q: 3 clusters Score -1150823 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1150876.375000 Penalty: 897.904541
	Iteration 7Q: 3 clusters Score -1150876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1150908.625000 Penalty: 897.904541
	Iteration 8Q: 3 clusters Score -1150909 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1150933.250000 Penalty: 897.904541
	Iteration 9Q: 3 clusters Score -1150933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1150959.000000 Penalty: 897.904541
	Iteration 10Q: 3 clusters Score -1150959 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1150983.875000 Penalty: 897.904541
	Iteration 11Q: 3 clusters Score -1150984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1150999.125000 Penalty: 897.904541
	Iteration 12Q: 3 clusters Score -1150999 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1151010.750000 Penalty: 897.904541
	Iteration 13Q: 3 clusters Score -1151011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1151031.625000 Penalty: 897.904541
	Iteration 14Q: 3 clusters Score -1151032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1151044.875000 Penalty: 897.904541
	Iteration 15Q: 3 clusters Score -1151045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1151058.625000 Penalty: 897.904541
	Iteration 16Q: 3 clusters Score -1151059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1151073.750000 Penalty: 897.904541
	Iteration 17Q: 3 clusters Score -1151074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1151082.375000 Penalty: 897.904541
	Iteration 18Q: 3 clusters Score -1151082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1151091.250000 Penalty: 897.904541
	Iteration 19Q: 3 clusters Score -1151091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1151097.250000 Penalty: 897.904541
	Iteration 20F: 3 clusters Score -1151097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1151109.875000 Penalty: 897.904541
	Iteration 21Q: 3 clusters Score -1151110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1151115.000000 Penalty: 897.904541
	Iteration 22Q: 3 clusters Score -1151115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1151119.625000 Penalty: 897.904541
	Iteration 23Q: 3 clusters Score -1151120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1151127.375000 Penalty: 897.904541
	Iteration 24Q: 3 clusters Score -1151127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1151139.750000 Penalty: 897.904541
	Iteration 25Q: 3 clusters Score -1151140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1151145.375000 Penalty: 897.904541
	Iteration 26Q: 3 clusters Score -1151145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1151155.750000 Penalty: 897.904541
	Iteration 27Q: 3 clusters Score -1151156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1151156.750000 Penalty: 897.904541
	Iteration 28Q: 3 clusters Score -1151157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1151167.250000 Penalty: 897.904541
	Iteration 29Q: 3 clusters Score -1151167 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1151183.625000 Penalty: 897.904541
	Iteration 30Q: 3 clusters Score -1151184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1151195.000000 Penalty: 897.904541
	Iteration 31Q: 3 clusters Score -1151195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1151202.000000 Penalty: 897.904541
	Iteration 32Q: 3 clusters Score -1151202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1151211.375000 Penalty: 897.904541
	Iteration 33Q: 3 clusters Score -1151211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1151221.750000 Penalty: 897.904541
	Iteration 34Q: 3 clusters Score -1151222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1151231.625000 Penalty: 897.904541
	Iteration 35Q: 3 clusters Score -1151232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1151246.750000 Penalty: 897.904541
	Iteration 36Q: 3 clusters Score -1151247 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1151268.250000 Penalty: 897.904541
	Iteration 37Q: 3 clusters Score -1151268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1151291.125000 Penalty: 897.904541
	Iteration 38Q: 3 clusters Score -1151291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1151312.250000 Penalty: 897.904541
	Iteration 39Q: 3 clusters Score -1151312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1151329.875000 Penalty: 897.904541
	Iteration 40F: 3 clusters Score -1151330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1151350.250000 Penalty: 897.904541
	Iteration 41Q: 3 clusters Score -1151350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1151373.625000 Penalty: 897.904541
	Iteration 42Q: 3 clusters Score -1151374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1151400.625000 Penalty: 897.904541
	Iteration 43Q: 3 clusters Score -1151401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1151425.875000 Penalty: 897.904541
	Iteration 44Q: 3 clusters Score -1151426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1151458.875000 Penalty: 897.904541
	Iteration 45Q: 3 clusters Score -1151459 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1151498.625000 Penalty: 897.904541
	Iteration 46Q: 3 clusters Score -1151499 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1151541.250000 Penalty: 897.904541
	Iteration 47Q: 3 clusters Score -1151541 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1151580.875000 Penalty: 897.904541
	Iteration 48Q: 3 clusters Score -1151581 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1151614.500000 Penalty: 897.904541
	Iteration 49Q: 3 clusters Score -1151614 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1151660.250000 Penalty: 897.904541
	Iteration 50Q: 3 clusters Score -1151660 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1151698.125000 Penalty: 897.904541
	Iteration 51Q: 3 clusters Score -1151698 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1151747.750000 Penalty: 897.904541
	Iteration 52Q: 3 clusters Score -1151748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1151804.875000 Penalty: 897.904541
	Iteration 53Q: 3 clusters Score -1151805 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1151878.500000 Penalty: 897.904541
	Iteration 54Q: 3 clusters Score -1151878 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1151952.500000 Penalty: 897.904541
	Iteration 55Q: 3 clusters Score -1151952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1152015.250000 Penalty: 897.904541
	Iteration 56Q: 3 clusters Score -1152015 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1152063.000000 Penalty: 897.904541
	Iteration 57Q: 3 clusters Score -1152063 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1152111.500000 Penalty: 897.904541
	Iteration 58Q: 3 clusters Score -1152112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1152160.125000 Penalty: 897.904541
	Iteration 59Q: 3 clusters Score -1152160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1152214.250000 Penalty: 897.904541
	Iteration 60F: 3 clusters Score -1152214 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1152261.250000 Penalty: 897.904541
	Iteration 61Q: 3 clusters Score -1152261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1152302.000000 Penalty: 897.904541
	Iteration 62Q: 3 clusters Score -1152302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1152342.625000 Penalty: 897.904541
	Iteration 63Q: 3 clusters Score -1152343 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1152387.375000 Penalty: 897.904541
	Iteration 64Q: 3 clusters Score -1152387 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1152439.125000 Penalty: 897.904541
	Iteration 65Q: 3 clusters Score -1152439 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1152498.000000 Penalty: 897.904541
	Iteration 66Q: 3 clusters Score -1152498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1152543.625000 Penalty: 897.904541
	Iteration 67Q: 3 clusters Score -1152544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1152595.750000 Penalty: 897.904541
	Iteration 68Q: 3 clusters Score -1152596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1152641.125000 Penalty: 897.904541
	Iteration 69Q: 3 clusters Score -1152641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1152678.250000 Penalty: 897.904541
	Iteration 70Q: 3 clusters Score -1152678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1152719.000000 Penalty: 897.904541
	Iteration 71Q: 3 clusters Score -1152719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1152750.250000 Penalty: 897.904541
	Iteration 72Q: 3 clusters Score -1152750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1152805.375000 Penalty: 897.904541
	Iteration 73Q: 3 clusters Score -1152805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1152856.750000 Penalty: 897.904541
	Iteration 74Q: 3 clusters Score -1152857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1152901.250000 Penalty: 897.904541
	Iteration 75Q: 3 clusters Score -1152901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1152953.250000 Penalty: 897.904541
	Iteration 76Q: 3 clusters Score -1152953 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1152991.625000 Penalty: 897.904541
	Iteration 77Q: 3 clusters Score -1152992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1153020.750000 Penalty: 897.904541
	Iteration 78Q: 3 clusters Score -1153021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1153046.500000 Penalty: 897.904541
	Iteration 79Q: 3 clusters Score -1153046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1153067.250000 Penalty: 897.904541
	Iteration 80F: 3 clusters Score -1153067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1153090.750000 Penalty: 897.904541
	Iteration 81Q: 3 clusters Score -1153091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1153121.000000 Penalty: 897.904541
	Iteration 82Q: 3 clusters Score -1153121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1153136.750000 Penalty: 897.904541
	Iteration 83Q: 3 clusters Score -1153137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1153153.125000 Penalty: 897.904541
	Iteration 84Q: 3 clusters Score -1153153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1153166.875000 Penalty: 897.904541
	Iteration 85Q: 3 clusters Score -1153167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1153176.375000 Penalty: 897.904541
	Iteration 86Q: 3 clusters Score -1153176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1153184.500000 Penalty: 897.904541
	Iteration 87Q: 3 clusters Score -1153184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1153191.250000 Penalty: 897.904541
	Iteration 88Q: 3 clusters Score -1153191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1153202.500000 Penalty: 897.904541
	Iteration 89Q: 3 clusters Score -1153202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1153215.875000 Penalty: 897.904541
	Iteration 90Q: 3 clusters Score -1153216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1153223.500000 Penalty: 897.904541
	Iteration 91Q: 3 clusters Score -1153224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1153232.500000 Penalty: 897.904541
	Iteration 92Q: 3 clusters Score -1153232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1153242.625000 Penalty: 897.904541
	Iteration 93Q: 3 clusters Score -1153243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1153247.125000 Penalty: 897.904541
	Iteration 94Q: 3 clusters Score -1153247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1153251.375000 Penalty: 897.904541
	Iteration 95Q: 3 clusters Score -1153251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1153261.250000 Penalty: 897.904541
	Iteration 96Q: 3 clusters Score -1153261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1153274.750000 Penalty: 897.904541
	Iteration 97Q: 3 clusters Score -1153275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1153277.625000 Penalty: 897.904541
	Iteration 98Q: 3 clusters Score -1153278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1153281.000000 Penalty: 897.904541
	Iteration 99Q: 3 clusters Score -1153281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1153285.125000 Penalty: 897.904541
	Iteration 100F: 3 clusters Score -1153285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1153285.875000 Penalty: 897.904541
	Iteration 101Q: 3 clusters Score -1153286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1153286.375000 Penalty: 897.904541
	Iteration 102Q: 3 clusters Score -1153286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1153289.750000 Penalty: 897.904541
	Iteration 103Q: 3 clusters Score -1153290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1153291.250000 Penalty: 897.904541
	Iteration 104Q: 3 clusters Score -1153291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1153293.375000 Penalty: 897.904541
	Iteration 105Q: 3 clusters Score -1153293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1153298.625000 Penalty: 897.904541
	Iteration 106Q: 3 clusters Score -1153299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1153304.750000 Penalty: 897.904541
	Iteration 107Q: 3 clusters Score -1153305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1153308.375000 Penalty: 897.904541
	Iteration 108Q: 3 clusters Score -1153308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1153311.625000 Penalty: 897.904541
	Iteration 109Q: 3 clusters Score -1153312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1153315.500000 Penalty: 897.904541
	Iteration 110Q: 3 clusters Score -1153316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1153322.375000 Penalty: 897.904541
	Iteration 111Q: 3 clusters Score -1153322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1153321.875000 Penalty: 897.904541
	Iteration 112Q: 3 clusters Score -1153322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1153323.875000 Penalty: 897.904541
	Iteration 113Q: 3 clusters Score -1153324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1153322.875000 Penalty: 897.904541
	Iteration 114Q: 3 clusters Score -1153323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1153324.750000 Penalty: 897.904541
	Iteration 115Q: 3 clusters Score -1153325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1153322.875000 Penalty: 897.904541
	Iteration 116Q: 3 clusters Score -1153323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1153324.250000 Penalty: 897.904541
	Iteration 117Q: 3 clusters Score -1153324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1153324.250000 Penalty: 897.904541
	Iteration 118F: 3 clusters Score -1153324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -10861.998047 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -10862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10557.842773 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -10557.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10679.220703 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -10679.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10753.780273 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -10753.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10791.370117 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -10791.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10813.949219 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -10813.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10826.753906 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -10826.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10827.827148 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -10827.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10827.827148 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -10827.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Entering Unmasked Estep 
Score: -8684028.000000 Penalty: 540.700012
	Iteration 0F: 2 clusters Score -8684028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -8590924.000000 Penalty: 1081.400024
	Iteration 0F: 3 clusters Score -8590924 nChanged 70908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -8634847.000000 Penalty: 1081.400024
	Iteration 1F: 3 clusters Score -8634847 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -8638624.000000 Penalty: 1081.400024
	Iteration 2F: 3 clusters Score -8638624 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -8644852.000000 Penalty: 1081.400024
	Iteration 3F: 3 clusters Score -8644852 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -8653829.000000 Penalty: 1081.400024
	Iteration 4F: 3 clusters Score -8653829 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -8664793.000000 Penalty: 1081.400024
	Iteration 5F: 3 clusters Score -8664793 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -8674672.000000 Penalty: 1081.400024
	Iteration 6F: 3 clusters Score -8674672 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -8680224.000000 Penalty: 1081.400024
	Iteration 7F: 3 clusters Score -8680224 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
Score: -8682550.000000 Penalty: 1081.400024
	Iteration 8Q: 3 clusters Score -8682550 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -8683411.000000 Penalty: 1081.400024
	Iteration 9Q: 3 clusters Score -8683411 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 141055 members 
Entering Unmasked Estep 
Score: -8683768.000000 Penalty: 1081.400024
	Iteration 10Q: 3 clusters Score -8683768 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -8683881.000000 Penalty: 1081.400024
	Iteration 11Q: 3 clusters Score -8683881 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -8683922.000000 Penalty: 1081.400024
	Iteration 12Q: 3 clusters Score -8683922 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -8683932.000000 Penalty: 1081.400024
	Iteration 13Q: 3 clusters Score -8683932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -8683923.000000 Penalty: 1081.400024
	Iteration 14Q: 3 clusters Score -8683923 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -8683944.000000 Penalty: 1081.400024
	Iteration 15Q: 3 clusters Score -8683944 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 143391 members 
Entering Unmasked Estep 
Score: -8683914.000000 Penalty: 1081.400024
	Iteration 16Q: 3 clusters Score -8683914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 143576 members 
Entering Unmasked Estep 
Score: -8683912.000000 Penalty: 1081.400024
	Iteration 17Q: 3 clusters Score -8683912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -8683913.000000 Penalty: 1081.400024
	Iteration 18Q: 3 clusters Score -8683913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -8683899.000000 Penalty: 1081.400024
	Iteration 19Q: 3 clusters Score -8683899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -8683887.000000 Penalty: 1081.400024
	Iteration 20F: 3 clusters Score -8683887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 144032 members 
Entering Unmasked Estep 
Score: -8683875.000000 Penalty: 1081.400024
	Iteration 21Q: 3 clusters Score -8683875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -8683877.000000 Penalty: 1081.400024
	Iteration 22Q: 3 clusters Score -8683877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -8683866.000000 Penalty: 1081.400024
	Iteration 23Q: 3 clusters Score -8683866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 144209 members 
Entering Unmasked Estep 
Score: -8683857.000000 Penalty: 1081.400024
	Iteration 24Q: 3 clusters Score -8683857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 144246 members 
Entering Unmasked Estep 
Score: -8683844.000000 Penalty: 1081.400024
	Iteration 25Q: 3 clusters Score -8683844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -8683843.000000 Penalty: 1081.400024
	Iteration 26Q: 3 clusters Score -8683843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 144293 members 
Entering Unmasked Estep 
Score: -8683829.000000 Penalty: 1081.400024
	Iteration 27Q: 3 clusters Score -8683829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 144313 members 
Entering Unmasked Estep 
Score: -8683828.000000 Penalty: 1081.400024
	Iteration 28Q: 3 clusters Score -8683828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 144326 members 
Entering Unmasked Estep 
Score: -8683832.000000 Penalty: 1081.400024
	Iteration 29Q: 3 clusters Score -8683832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -8683831.000000 Penalty: 1081.400024
	Iteration 30Q: 3 clusters Score -8683831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -8683835.000000 Penalty: 1081.400024
	Iteration 31Q: 3 clusters Score -8683835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -8683826.000000 Penalty: 1081.400024
	Iteration 32Q: 3 clusters Score -8683826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -8683824.000000 Penalty: 1081.400024
	Iteration 33Q: 3 clusters Score -8683824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -8683817.000000 Penalty: 1081.400024
	Iteration 34Q: 3 clusters Score -8683817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -8683818.000000 Penalty: 1081.400024
	Iteration 35Q: 3 clusters Score -8683818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -8683816.000000 Penalty: 1081.400024
	Iteration 36Q: 3 clusters Score -8683816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -8683825.000000 Penalty: 1081.400024
	Iteration 37Q: 3 clusters Score -8683825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -8683832.000000 Penalty: 1081.400024
	Iteration 38Q: 3 clusters Score -8683832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 144419 members 
Entering Unmasked Estep 
Score: -8683827.000000 Penalty: 1081.400024
	Iteration 39Q: 3 clusters Score -8683827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 144421 members 
Entering Unmasked Estep 
Score: -8683828.000000 Penalty: 1081.400024
	Iteration 40F: 3 clusters Score -8683828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 144422 members 
Entering Unmasked Estep 
Score: -8683830.000000 Penalty: 1081.400024
	Iteration 41Q: 3 clusters Score -8683830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 144422 members 
Entering Unmasked Estep 
Score: -8683826.000000 Penalty: 1081.400024
	Iteration 42Q: 3 clusters Score -8683826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -8683822.000000 Penalty: 1081.400024
	Iteration 43Q: 3 clusters Score -8683822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -8683822.000000 Penalty: 1081.400024
	Iteration 44F: 3 clusters Score -8683822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -61614.519531 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -61614.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60751.179688 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -60751.18 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60984.324219 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -60984.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61039.882812 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -61039.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61067.328125 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -61067.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61085.625000 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -61085.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61098.136719 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -61098.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -61114.914062 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -61114.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61135.500000 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -61135.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -61152.906250 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -61152.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61173.640625 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -61173.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -61193.531250 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -61193.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61220.750000 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -61220.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61255.777344 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -61255.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -61295.179688 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -61295.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -61325.406250 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -61325.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -61351.183594 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -61351.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -61378.878906 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -61378.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -61406.781250 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -61406.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61421.179688 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -61421.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -61427.890625 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -61427.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -61434.375000 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -61434.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -61443.824219 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -61443.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -61461.363281 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -61461.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -61466.710938 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -61466.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -61476.890625 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -61476.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -61477.960938 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -61477.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -61477.960938 Penalty: 636.113342
	Iteration 26F: 3 clusters Score -61477.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -83377.203125 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83377.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -83733.765625 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83733.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -83803.617188 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -83803.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -83888.250000 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -83888.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -83967.492188 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -83967.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -84025.429688 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84025.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84095.085938 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84095.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84146.265625 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84146.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84187.601562 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84187.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84234.398438 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84234.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -84286.320312 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84286.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84332.476562 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84332.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -84373.445312 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84373.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84396.843750 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84396.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84416.960938 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84416.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84425.140625 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84425.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84429.304688 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84431.585938 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -84431.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84432.656250 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -84432.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -84432.992188 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -84432.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84433.484375 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -84433.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84435.757812 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -84435.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84437.359375 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -84437.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84438.640625 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -84438.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84441.289062 Penalty: 658.441345
	Iteration 24Q: 3 clusters Score -84441.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84443.992188 Penalty: 658.441345
	Iteration 25Q: 3 clusters Score -84443.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -84446.718750 Penalty: 658.441345
	Iteration 26Q: 3 clusters Score -84446.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84449.015625 Penalty: 658.441345
	Iteration 27Q: 3 clusters Score -84449.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84451.882812 Penalty: 658.441345
	Iteration 28Q: 3 clusters Score -84451.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -84454.062500 Penalty: 658.441345
	Iteration 29Q: 3 clusters Score -84454.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -84457.218750 Penalty: 658.441345
	Iteration 30Q: 3 clusters Score -84457.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -84459.734375 Penalty: 658.441345
	Iteration 31Q: 3 clusters Score -84459.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -84460.960938 Penalty: 658.441345
	Iteration 32Q: 3 clusters Score -84460.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -84461.875000 Penalty: 658.441345
	Iteration 33Q: 3 clusters Score -84461.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84463.492188 Penalty: 658.441345
	Iteration 34Q: 3 clusters Score -84463.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -84464.828125 Penalty: 658.441345
	Iteration 35Q: 3 clusters Score -84464.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -84465.593750 Penalty: 658.441345
	Iteration 36Q: 3 clusters Score -84465.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -84465.625000 Penalty: 658.441345
	Iteration 37Q: 3 clusters Score -84465.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -84468.187500 Penalty: 658.441345
	Iteration 38Q: 3 clusters Score -84468.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -84469.390625 Penalty: 658.441345
	Iteration 39Q: 3 clusters Score -84469.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84469.906250 Penalty: 658.441345
	Iteration 40F: 3 clusters Score -84469.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -84470.054688 Penalty: 658.441345
	Iteration 41Q: 3 clusters Score -84470.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -84470.054688 Penalty: 658.441345
	Iteration 42F: 3 clusters Score -84470.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 694 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210920.000000 Penalty: 57900.906250
Splitting cluster 22 changes total score from -58211192.000000 to -58210920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Entering Unmasked Estep 
Score: -6737582.000000 Penalty: 528.983215
	Iteration 0F: 2 clusters Score -6737582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -6663550.000000 Penalty: 1057.966431
	Iteration 0F: 3 clusters Score -6663550 nChanged 54727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6695665.500000 Penalty: 1057.966431
	Iteration 1F: 3 clusters Score -6695666 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -6696361.500000 Penalty: 1057.966431
	Iteration 2Q: 3 clusters Score -6696362 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -6697390.500000 Penalty: 1057.966431
	Iteration 3Q: 3 clusters Score -6697390 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6699085.000000 Penalty: 1057.966431
	Iteration 4Q: 3 clusters Score -6699085 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6702041.000000 Penalty: 1057.966431
	Iteration 5F: 3 clusters Score -6702041 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6706882.500000 Penalty: 1057.966431
	Iteration 6F: 3 clusters Score -6706882 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -6714011.000000 Penalty: 1057.966431
	Iteration 7F: 3 clusters Score -6714011 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -6722360.500000 Penalty: 1057.966431
	Iteration 8F: 3 clusters Score -6722360 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6729319.500000 Penalty: 1057.966431
	Iteration 9F: 3 clusters Score -6729320 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6732636.500000 Penalty: 1057.966431
	Iteration 10Q: 3 clusters Score -6732636 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6733934.500000 Penalty: 1057.966431
	Iteration 11Q: 3 clusters Score -6733934 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -6734703.000000 Penalty: 1057.966431
	Iteration 12Q: 3 clusters Score -6734703 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -6735375.000000 Penalty: 1057.966431
	Iteration 13Q: 3 clusters Score -6735375 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6735911.000000 Penalty: 1057.966431
	Iteration 14Q: 3 clusters Score -6735911 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6736388.500000 Penalty: 1057.966431
	Iteration 15Q: 3 clusters Score -6736388 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -6736796.500000 Penalty: 1057.966431
	Iteration 16Q: 3 clusters Score -6736796 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -6737204.000000 Penalty: 1057.966431
	Iteration 17Q: 3 clusters Score -6737204 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -6737422.000000 Penalty: 1057.966431
	Iteration 18Q: 3 clusters Score -6737422 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6737532.500000 Penalty: 1057.966431
	Iteration 19Q: 3 clusters Score -6737532 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6737622.500000 Penalty: 1057.966431
	Iteration 20F: 3 clusters Score -6737622 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6737630.500000 Penalty: 1057.966431
	Iteration 21Q: 3 clusters Score -6737630 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6737604.000000 Penalty: 1057.966431
	Iteration 22Q: 3 clusters Score -6737604 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6737558.000000 Penalty: 1057.966431
	Iteration 23Q: 3 clusters Score -6737558 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6737520.500000 Penalty: 1057.966431
	Iteration 24Q: 3 clusters Score -6737520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6737505.000000 Penalty: 1057.966431
	Iteration 25Q: 3 clusters Score -6737505 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6737510.000000 Penalty: 1057.966431
	Iteration 26Q: 3 clusters Score -6737510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6737448.500000 Penalty: 1057.966431
	Iteration 27Q: 3 clusters Score -6737448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6737439.500000 Penalty: 1057.966431
	Iteration 28Q: 3 clusters Score -6737440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6737414.500000 Penalty: 1057.966431
	Iteration 29Q: 3 clusters Score -6737414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6737402.000000 Penalty: 1057.966431
	Iteration 30Q: 3 clusters Score -6737402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6737386.500000 Penalty: 1057.966431
	Iteration 31Q: 3 clusters Score -6737386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6737365.500000 Penalty: 1057.966431
	Iteration 32Q: 3 clusters Score -6737366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6737352.500000 Penalty: 1057.966431
	Iteration 33Q: 3 clusters Score -6737352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6737350.500000 Penalty: 1057.966431
	Iteration 34Q: 3 clusters Score -6737350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6737331.000000 Penalty: 1057.966431
	Iteration 35Q: 3 clusters Score -6737331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6737326.000000 Penalty: 1057.966431
	Iteration 36Q: 3 clusters Score -6737326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6737323.000000 Penalty: 1057.966431
	Iteration 37Q: 3 clusters Score -6737323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6737306.000000 Penalty: 1057.966431
	Iteration 38Q: 3 clusters Score -6737306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6737298.500000 Penalty: 1057.966431
	Iteration 39Q: 3 clusters Score -6737298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6737296.000000 Penalty: 1057.966431
	Iteration 40F: 3 clusters Score -6737296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6737290.500000 Penalty: 1057.966431
	Iteration 41Q: 3 clusters Score -6737290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6737287.000000 Penalty: 1057.966431
	Iteration 42Q: 3 clusters Score -6737287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6737285.000000 Penalty: 1057.966431
	Iteration 43Q: 3 clusters Score -6737285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6737285.500000 Penalty: 1057.966431
	Iteration 44Q: 3 clusters Score -6737286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6737281.500000 Penalty: 1057.966431
	Iteration 45Q: 3 clusters Score -6737282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6737281.500000 Penalty: 1057.966431
	Iteration 46F: 3 clusters Score -6737282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14674.891602 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14674.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14769.700195 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14769.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14789.123047 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14789.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14800.167969 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14800.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14807.380859 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14807.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14808.375977 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14808.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14811.091797 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14811.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14816.078125 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14816.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14818.531250 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14818.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14822.542969 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14822.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14825.427734 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -14825.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14827.165039 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -14827.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14827.165039 Penalty: 501.354340
	Iteration 12F: 3 clusters Score -14827.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -46797.542969 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -46797.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46125.386719 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -46125.39 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46311.226562 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -46311.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46344.523438 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -46344.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46363.671875 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -46363.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -46374.582031 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -46374.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46381.253906 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -46381.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -46382.226562 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -46382.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46385.054688 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -46385.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46387.453125 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -46387.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46393.695312 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -46393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46402.660156 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -46402.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46416.593750 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -46416.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46434.347656 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -46434.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46458.457031 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -46458.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46468.082031 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -46468.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46474.546875 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -46474.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46476.906250 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -46476.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46481.445312 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -46481.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46485.949219 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -46485.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46492.339844 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -46492.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -46494.476562 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -46494.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -46494.742188 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -46494.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46495.652344 Penalty: 606.345093
	Iteration 22Q: 3 clusters Score -46495.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46496.339844 Penalty: 606.345093
	Iteration 23Q: 3 clusters Score -46496.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46496.339844 Penalty: 606.345093
	Iteration 24F: 3 clusters Score -46496.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -18404.388672 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -18404.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18026.191406 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -18026.19 nChanged 88
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: -18093.121094 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -18093.12 nChanged 30
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: -18133.439453 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -18133.44 nChanged 18
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: -18162.031250 Penalty: 520.846252
	Iteration 3F: 3 clusters Score -18162.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18186.853516 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -18186.85 nChanged 9
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: -18205.609375 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -18205.61 nChanged 8
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: -18221.476562 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -18221.48 nChanged 5
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: -18227.812500 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -18227.81 nChanged 2
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: -18229.539062 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -18229.54 nChanged 1
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: -18230.326172 Penalty: 520.846252
	Iteration 9Q: 3 clusters Score -18230.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18232.677734 Penalty: 520.846252
	Iteration 10Q: 3 clusters Score -18232.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18235.005859 Penalty: 520.846252
	Iteration 11Q: 3 clusters Score -18235.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18237.583984 Penalty: 520.846252
	Iteration 12Q: 3 clusters Score -18237.58 nChanged 2
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: -18239.595703 Penalty: 520.846252
	Iteration 13Q: 3 clusters Score -18239.6 nChanged 2
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: -18244.587891 Penalty: 520.846252
	Iteration 14Q: 3 clusters Score -18244.59 nChanged 0
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: -18244.587891 Penalty: 520.846252
	Iteration 15F: 3 clusters Score -18244.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13445.744141 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13445.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13129.593750 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13129.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13300.173828 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13300.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13334.784180 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13334.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13354.937500 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -13354.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13371.472656 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13371.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13386.794922 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13386.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13397.183594 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13397.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13404.333008 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -13404.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13416.303711 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -13416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13423.964844 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -13423.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13437.090820 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -13437.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13442.631836 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -13442.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13448.324219 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -13448.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13449.124023 Penalty: 513.090271
	Iteration 13Q: 3 clusters Score -13449.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13458.078125 Penalty: 513.090271
	Iteration 14Q: 3 clusters Score -13458.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13458.547852 Penalty: 513.090271
	Iteration 15Q: 3 clusters Score -13458.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13458.547852 Penalty: 513.090271
	Iteration 16F: 3 clusters Score -13458.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 137 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210768.000000 Penalty: 57900.906250
Splitting cluster 27 changes total score from -58211192.000000 to -58210768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -343980.187500 Penalty: 394.371613
	Iteration 0F: 2 clusters Score -343980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -340014.625000 Penalty: 788.743225
	Iteration 0F: 3 clusters Score -340014.6 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -341584.593750 Penalty: 788.743225
	Iteration 1F: 3 clusters Score -341584.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -341760.250000 Penalty: 788.743225
	Iteration 2F: 3 clusters Score -341760.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -341983.812500 Penalty: 788.743225
	Iteration 3F: 3 clusters Score -341983.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -342240.812500 Penalty: 788.743225
	Iteration 4F: 3 clusters Score -342240.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -342560.531250 Penalty: 788.743225
	Iteration 5F: 3 clusters Score -342560.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -342939.187500 Penalty: 788.743225
	Iteration 6F: 3 clusters Score -342939.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -343173.156250 Penalty: 788.743225
	Iteration 7F: 3 clusters Score -343173.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -343300.906250 Penalty: 788.743225
	Iteration 8Q: 3 clusters Score -343300.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -343381.468750 Penalty: 788.743225
	Iteration 9Q: 3 clusters Score -343381.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -343430.937500 Penalty: 788.743225
	Iteration 10Q: 3 clusters Score -343430.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -343463.343750 Penalty: 788.743225
	Iteration 11Q: 3 clusters Score -343463.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -343485.156250 Penalty: 788.743225
	Iteration 12Q: 3 clusters Score -343485.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -343498.656250 Penalty: 788.743225
	Iteration 13Q: 3 clusters Score -343498.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -343508.937500 Penalty: 788.743225
	Iteration 14Q: 3 clusters Score -343508.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -343515.781250 Penalty: 788.743225
	Iteration 15Q: 3 clusters Score -343515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -343519.843750 Penalty: 788.743225
	Iteration 16Q: 3 clusters Score -343519.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -343521.906250 Penalty: 788.743225
	Iteration 17Q: 3 clusters Score -343521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -343524.687500 Penalty: 788.743225
	Iteration 18Q: 3 clusters Score -343524.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -343525.531250 Penalty: 788.743225
	Iteration 19Q: 3 clusters Score -343525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -343527.343750 Penalty: 788.743225
	Iteration 20F: 3 clusters Score -343527.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -343532.343750 Penalty: 788.743225
	Iteration 21Q: 3 clusters Score -343532.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -343536.093750 Penalty: 788.743225
	Iteration 22Q: 3 clusters Score -343536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -343538.312500 Penalty: 788.743225
	Iteration 23Q: 3 clusters Score -343538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -343540.937500 Penalty: 788.743225
	Iteration 24Q: 3 clusters Score -343540.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -343543.187500 Penalty: 788.743225
	Iteration 25Q: 3 clusters Score -343543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -343544.718750 Penalty: 788.743225
	Iteration 26Q: 3 clusters Score -343544.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -343545.781250 Penalty: 788.743225
	Iteration 27Q: 3 clusters Score -343545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -343546.281250 Penalty: 788.743225
	Iteration 28Q: 3 clusters Score -343546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -343547.187500 Penalty: 788.743225
	Iteration 29Q: 3 clusters Score -343547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -343547.906250 Penalty: 788.743225
	Iteration 30Q: 3 clusters Score -343547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -343548.312500 Penalty: 788.743225
	Iteration 31Q: 3 clusters Score -343548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -343548.500000 Penalty: 788.743225
	Iteration 32Q: 3 clusters Score -343548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -343549.062500 Penalty: 788.743225
	Iteration 33Q: 3 clusters Score -343549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -343549.531250 Penalty: 788.743225
	Iteration 34Q: 3 clusters Score -343549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -343549.562500 Penalty: 788.743225
	Iteration 35Q: 3 clusters Score -343549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -343549.625000 Penalty: 788.743225
	Iteration 36Q: 3 clusters Score -343549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -343549.937500 Penalty: 788.743225
	Iteration 37Q: 3 clusters Score -343549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -343550.093750 Penalty: 788.743225
	Iteration 38Q: 3 clusters Score -343550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -343550.406250 Penalty: 788.743225
	Iteration 39Q: 3 clusters Score -343550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -343551.000000 Penalty: 788.743225
	Iteration 40F: 3 clusters Score -343551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -343552.031250 Penalty: 788.743225
	Iteration 41Q: 3 clusters Score -343552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -343553.281250 Penalty: 788.743225
	Iteration 42Q: 3 clusters Score -343553.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -343554.062500 Penalty: 788.743225
	Iteration 43Q: 3 clusters Score -343554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -343556.562500 Penalty: 788.743225
	Iteration 44Q: 3 clusters Score -343556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -343559.187500 Penalty: 788.743225
	Iteration 45Q: 3 clusters Score -343559.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -343561.406250 Penalty: 788.743225
	Iteration 46Q: 3 clusters Score -343561.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -343563.406250 Penalty: 788.743225
	Iteration 47Q: 3 clusters Score -343563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -343564.593750 Penalty: 788.743225
	Iteration 48Q: 3 clusters Score -343564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -343565.468750 Penalty: 788.743225
	Iteration 49Q: 3 clusters Score -343565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -343566.968750 Penalty: 788.743225
	Iteration 50Q: 3 clusters Score -343567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -343567.812500 Penalty: 788.743225
	Iteration 51Q: 3 clusters Score -343567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -343568.125000 Penalty: 788.743225
	Iteration 52Q: 3 clusters Score -343568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -343569.562500 Penalty: 788.743225
	Iteration 53Q: 3 clusters Score -343569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -343570.531250 Penalty: 788.743225
	Iteration 54Q: 3 clusters Score -343570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -343571.093750 Penalty: 788.743225
	Iteration 55Q: 3 clusters Score -343571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -343571.687500 Penalty: 788.743225
	Iteration 56Q: 3 clusters Score -343571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -343572.656250 Penalty: 788.743225
	Iteration 57Q: 3 clusters Score -343572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -343572.593750 Penalty: 788.743225
	Iteration 58Q: 3 clusters Score -343572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -343573.687500 Penalty: 788.743225
	Iteration 59Q: 3 clusters Score -343573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -343574.875000 Penalty: 788.743225
	Iteration 60F: 3 clusters Score -343574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -343574.093750 Penalty: 788.743225
	Iteration 61Q: 3 clusters Score -343574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -343574.093750 Penalty: 788.743225
	Iteration 62F: 3 clusters Score -343574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Entering Unmasked Estep 
Score: -7614804.000000 Penalty: 535.533569
	Iteration 0F: 2 clusters Score -7614804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -7527680.000000 Penalty: 1071.067139
	Iteration 0F: 3 clusters Score -7527680 nChanged 63483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -7570274.000000 Penalty: 1071.067139
	Iteration 1F: 3 clusters Score -7570274 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7575553.500000 Penalty: 1071.067139
	Iteration 2F: 3 clusters Score -7575554 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -7583057.000000 Penalty: 1071.067139
	Iteration 3F: 3 clusters Score -7583057 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -7592116.000000 Penalty: 1071.067139
	Iteration 4F: 3 clusters Score -7592116 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -7599175.000000 Penalty: 1071.067139
	Iteration 5F: 3 clusters Score -7599175 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7602103.500000 Penalty: 1071.067139
	Iteration 6Q: 3 clusters Score -7602104 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7603309.000000 Penalty: 1071.067139
	Iteration 7Q: 3 clusters Score -7603309 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -7604116.000000 Penalty: 1071.067139
	Iteration 8Q: 3 clusters Score -7604116 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7604836.000000 Penalty: 1071.067139
	Iteration 9Q: 3 clusters Score -7604836 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -7605558.500000 Penalty: 1071.067139
	Iteration 10Q: 3 clusters Score -7605558 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7606247.500000 Penalty: 1071.067139
	Iteration 11Q: 3 clusters Score -7606248 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -7606881.000000 Penalty: 1071.067139
	Iteration 12Q: 3 clusters Score -7606881 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7607550.500000 Penalty: 1071.067139
	Iteration 13Q: 3 clusters Score -7607550 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -7608219.000000 Penalty: 1071.067139
	Iteration 14Q: 3 clusters Score -7608219 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -7608729.000000 Penalty: 1071.067139
	Iteration 15Q: 3 clusters Score -7608729 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7609416.500000 Penalty: 1071.067139
	Iteration 16Q: 3 clusters Score -7609416 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110807 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -7610010.500000 Penalty: 1071.067139
	Iteration 17Q: 3 clusters Score -7610010 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -7610553.500000 Penalty: 1071.067139
	Iteration 18Q: 3 clusters Score -7610554 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -7611058.500000 Penalty: 1071.067139
	Iteration 19Q: 3 clusters Score -7611058 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -7611637.500000 Penalty: 1071.067139
	Iteration 20F: 3 clusters Score -7611638 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -7612001.500000 Penalty: 1071.067139
	Iteration 21Q: 3 clusters Score -7612002 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7612382.500000 Penalty: 1071.067139
	Iteration 22Q: 3 clusters Score -7612382 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -7612759.500000 Penalty: 1071.067139
	Iteration 23Q: 3 clusters Score -7612760 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121316 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -7613080.500000 Penalty: 1071.067139
	Iteration 24Q: 3 clusters Score -7613080 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122358 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7613352.000000 Penalty: 1071.067139
	Iteration 25Q: 3 clusters Score -7613352 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -7613594.500000 Penalty: 1071.067139
	Iteration 26Q: 3 clusters Score -7613594 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7613854.500000 Penalty: 1071.067139
	Iteration 27Q: 3 clusters Score -7613854 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7614053.000000 Penalty: 1071.067139
	Iteration 28Q: 3 clusters Score -7614053 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7614187.500000 Penalty: 1071.067139
	Iteration 29Q: 3 clusters Score -7614188 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7614328.500000 Penalty: 1071.067139
	Iteration 30Q: 3 clusters Score -7614328 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126311 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7614424.500000 Penalty: 1071.067139
	Iteration 31Q: 3 clusters Score -7614424 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126649 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7614491.000000 Penalty: 1071.067139
	Iteration 32Q: 3 clusters Score -7614491 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7614551.500000 Penalty: 1071.067139
	Iteration 33Q: 3 clusters Score -7614552 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7614586.500000 Penalty: 1071.067139
	Iteration 34Q: 3 clusters Score -7614586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7614613.000000 Penalty: 1071.067139
	Iteration 35Q: 3 clusters Score -7614613 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7614626.000000 Penalty: 1071.067139
	Iteration 36Q: 3 clusters Score -7614626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7614633.000000 Penalty: 1071.067139
	Iteration 37Q: 3 clusters Score -7614633 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7614668.500000 Penalty: 1071.067139
	Iteration 38Q: 3 clusters Score -7614668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7614678.000000 Penalty: 1071.067139
	Iteration 39Q: 3 clusters Score -7614678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7614671.500000 Penalty: 1071.067139
	Iteration 40F: 3 clusters Score -7614672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7614672.000000 Penalty: 1071.067139
	Iteration 41Q: 3 clusters Score -7614672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7614684.500000 Penalty: 1071.067139
	Iteration 42Q: 3 clusters Score -7614684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7614690.000000 Penalty: 1071.067139
	Iteration 43Q: 3 clusters Score -7614690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7614684.000000 Penalty: 1071.067139
	Iteration 44Q: 3 clusters Score -7614684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128242 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7614674.000000 Penalty: 1071.067139
	Iteration 45Q: 3 clusters Score -7614674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128282 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7614683.500000 Penalty: 1071.067139
	Iteration 46Q: 3 clusters Score -7614684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7614691.000000 Penalty: 1071.067139
	Iteration 47Q: 3 clusters Score -7614691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7614674.500000 Penalty: 1071.067139
	Iteration 48Q: 3 clusters Score -7614674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7614671.500000 Penalty: 1071.067139
	Iteration 49Q: 3 clusters Score -7614672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7614679.000000 Penalty: 1071.067139
	Iteration 50Q: 3 clusters Score -7614679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7614682.500000 Penalty: 1071.067139
	Iteration 51Q: 3 clusters Score -7614682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7614685.000000 Penalty: 1071.067139
	Iteration 52Q: 3 clusters Score -7614685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7614683.500000 Penalty: 1071.067139
	Iteration 53Q: 3 clusters Score -7614684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128451 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7614681.000000 Penalty: 1071.067139
	Iteration 54Q: 3 clusters Score -7614681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7614676.000000 Penalty: 1071.067139
	Iteration 55Q: 3 clusters Score -7614676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7614679.500000 Penalty: 1071.067139
	Iteration 56Q: 3 clusters Score -7614680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7614676.500000 Penalty: 1071.067139
	Iteration 57Q: 3 clusters Score -7614676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7614681.000000 Penalty: 1071.067139
	Iteration 58Q: 3 clusters Score -7614681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7614684.500000 Penalty: 1071.067139
	Iteration 59Q: 3 clusters Score -7614684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128514 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7614682.000000 Penalty: 1071.067139
	Iteration 60F: 3 clusters Score -7614682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7614670.000000 Penalty: 1071.067139
	Iteration 61Q: 3 clusters Score -7614670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7614673.000000 Penalty: 1071.067139
	Iteration 62Q: 3 clusters Score -7614673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128549 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7614676.500000 Penalty: 1071.067139
	Iteration 63Q: 3 clusters Score -7614676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7614663.000000 Penalty: 1071.067139
	Iteration 64Q: 3 clusters Score -7614663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7614667.000000 Penalty: 1071.067139
	Iteration 65Q: 3 clusters Score -7614667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7614662.000000 Penalty: 1071.067139
	Iteration 66Q: 3 clusters Score -7614662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7614661.500000 Penalty: 1071.067139
	Iteration 67Q: 3 clusters Score -7614662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7614661.000000 Penalty: 1071.067139
	Iteration 68Q: 3 clusters Score -7614661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7614658.000000 Penalty: 1071.067139
	Iteration 69Q: 3 clusters Score -7614658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7614658.000000 Penalty: 1071.067139
	Iteration 70Q: 3 clusters Score -7614658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7614656.000000 Penalty: 1071.067139
	Iteration 71Q: 3 clusters Score -7614656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7614658.500000 Penalty: 1071.067139
	Iteration 72Q: 3 clusters Score -7614658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7614662.500000 Penalty: 1071.067139
	Iteration 73Q: 3 clusters Score -7614662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7614662.500000 Penalty: 1071.067139
	Iteration 74Q: 3 clusters Score -7614662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7614663.500000 Penalty: 1071.067139
	Iteration 75Q: 3 clusters Score -7614664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7614664.500000 Penalty: 1071.067139
	Iteration 76Q: 3 clusters Score -7614664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7614662.500000 Penalty: 1071.067139
	Iteration 77Q: 3 clusters Score -7614662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7614663.000000 Penalty: 1071.067139
	Iteration 78Q: 3 clusters Score -7614663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7614663.000000 Penalty: 1071.067139
	Iteration 79F: 3 clusters Score -7614663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -16348.110352 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -16348.11 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 137 members 
Entering Unmasked Estep 
Score: -15995.707031 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -15995.71 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16105.285156 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -16105.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16153.444336 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -16153.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16188.618164 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -16188.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16226.423828 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -16226.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16246.164062 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -16246.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16250.625000 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -16250.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16253.275391 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -16253.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16254.343750 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -16254.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16254.343750 Penalty: 517.205750
	Iteration 9F: 3 clusters Score -16254.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -311419.906250 Penalty: 389.132721
	Iteration 0F: 2 clusters Score -311419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -307846.281250 Penalty: 778.265442
	Iteration 0F: 3 clusters Score -307846.3 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -309247.906250 Penalty: 778.265442
	Iteration 1F: 3 clusters Score -309247.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -309508.156250 Penalty: 778.265442
	Iteration 2F: 3 clusters Score -309508.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -309823.718750 Penalty: 778.265442
	Iteration 3F: 3 clusters Score -309823.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -310267.906250 Penalty: 778.265442
	Iteration 4F: 3 clusters Score -310267.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -310725.406250 Penalty: 778.265442
	Iteration 5F: 3 clusters Score -310725.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -311063.812500 Penalty: 778.265442
	Iteration 6F: 3 clusters Score -311063.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -311261.750000 Penalty: 778.265442
	Iteration 7Q: 3 clusters Score -311261.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -311380.656250 Penalty: 778.265442
	Iteration 8Q: 3 clusters Score -311380.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -311441.937500 Penalty: 778.265442
	Iteration 9Q: 3 clusters Score -311441.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -311467.500000 Penalty: 778.265442
	Iteration 10Q: 3 clusters Score -311467.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -311480.625000 Penalty: 778.265442
	Iteration 11Q: 3 clusters Score -311480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -311486.562500 Penalty: 778.265442
	Iteration 12Q: 3 clusters Score -311486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -311490.093750 Penalty: 778.265442
	Iteration 13Q: 3 clusters Score -311490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -311492.187500 Penalty: 778.265442
	Iteration 14Q: 3 clusters Score -311492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -311495.437500 Penalty: 778.265442
	Iteration 15Q: 3 clusters Score -311495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -311498.125000 Penalty: 778.265442
	Iteration 16Q: 3 clusters Score -311498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -311500.937500 Penalty: 778.265442
	Iteration 17Q: 3 clusters Score -311500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311502.656250 Penalty: 778.265442
	Iteration 18Q: 3 clusters Score -311502.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311503.843750 Penalty: 778.265442
	Iteration 19Q: 3 clusters Score -311503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -311504.875000 Penalty: 778.265442
	Iteration 20F: 3 clusters Score -311504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -311505.031250 Penalty: 778.265442
	Iteration 21Q: 3 clusters Score -311505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -311505.125000 Penalty: 778.265442
	Iteration 22Q: 3 clusters Score -311505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -311506.187500 Penalty: 778.265442
	Iteration 23Q: 3 clusters Score -311506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -311506.406250 Penalty: 778.265442
	Iteration 24Q: 3 clusters Score -311506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -311507.312500 Penalty: 778.265442
	Iteration 25Q: 3 clusters Score -311507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -311507.250000 Penalty: 778.265442
	Iteration 26Q: 3 clusters Score -311507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -311507.500000 Penalty: 778.265442
	Iteration 27Q: 3 clusters Score -311507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -311507.687500 Penalty: 778.265442
	Iteration 28Q: 3 clusters Score -311507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -311507.687500 Penalty: 778.265442
	Iteration 29F: 3 clusters Score -311507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4281 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 898 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211004.000000 Penalty: 57900.906250
Splitting cluster 31 changes total score from -58211192.000000 to -58211004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -127714.281250 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -127714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -126183.453125 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -126183.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -126809.039062 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -126809 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -126931.304688 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -126931.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -127007.812500 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -127007.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -127080.257812 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -127080.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -127153.453125 Penalty: 696.984619
	Iteration 5Q: 3 clusters Score -127153.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127206.171875 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -127206.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127248.218750 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -127248.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -127279.789062 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -127279.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127307.710938 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -127307.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127330.875000 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -127330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127344.070312 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -127344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127353.078125 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -127353.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127359.093750 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -127359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127363.210938 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -127363.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127366.250000 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -127366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127368.421875 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -127368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127371.789062 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -127371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127374.570312 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -127374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127377.734375 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -127377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127380.250000 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -127380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127382.515625 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -127382.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127384.796875 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -127384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127385.687500 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -127385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127385.601562 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -127385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127385.960938 Penalty: 696.984619
	Iteration 25Q: 3 clusters Score -127386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127385.960938 Penalty: 696.984619
	Iteration 26F: 3 clusters Score -127386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 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 268 members 
Entering Unmasked Estep 
Score: -34751.707031 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34751.71 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34957.429688 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34957.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35048.332031 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -35048.33 nChanged 38
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: -35100.363281 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -35100.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35131.933594 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -35131.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35153.878906 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -35153.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35180.160156 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35180.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35193.554688 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35193.55 nChanged 6
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: -35199.164062 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35199.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35203.031250 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35203.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35204.562500 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35204.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35204.562500 Penalty: 577.930603
	Iteration 11F: 3 clusters Score -35204.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14359.818359 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -14359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14044.042969 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -14044.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14088.519531 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -14088.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14108.598633 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -14108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14125.868164 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -14125.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14141.285156 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -14141.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14143.591797 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -14143.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14145.047852 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -14145.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14145.552734 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -14145.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14145.552734 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -14145.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -10070.752930 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -10070.75 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 142 members 
Entering Unmasked Estep 
Score: -9738.870117 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -9738.87 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9852.196289 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -9852.196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9889.405273 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -9889.405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9900.064453 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -9900.064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9903.291992 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -9903.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9904.120117 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -9904.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9904.120117 Penalty: 518.129639
	Iteration 6F: 3 clusters Score -9904.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3347.794434 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3347.794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3377.310791 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3377.311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3387.674072 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3387.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3452.849365 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3452.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3454.794434 Penalty: 381.258575
	Iteration 4Q: 3 clusters Score -3454.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3456.018799 Penalty: 381.258575
	Iteration 5Q: 3 clusters Score -3456.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3456.018799 Penalty: 381.258575
	Iteration 6F: 3 clusters Score -3456.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -43087.378906 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -43087.38 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 380 members 
Entering Unmasked Estep 
Score: -42417.062500 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -42417.06 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42586.828125 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -42586.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -42637.792969 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -42637.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42674.242188 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -42674.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -42694.796875 Penalty: 602.547913
	Iteration 4Q: 3 clusters Score -42694.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42702.976562 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -42702.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -42708.917969 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -42708.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -42713.617188 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -42713.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -42717.921875 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -42717.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -42724.097656 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -42724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42729.000000 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -42729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -42733.625000 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -42733.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -42736.789062 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -42736.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -42738.546875 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -42738.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42740.632812 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -42740.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -42743.199219 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -42743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -42747.593750 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -42747.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -42755.863281 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -42755.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -42762.042969 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -42762.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -42770.351562 Penalty: 602.547913
	Iteration 19Q: 3 clusters Score -42770.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -42775.277344 Penalty: 602.547913
	Iteration 20F: 3 clusters Score -42775.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -42777.753906 Penalty: 602.547913
	Iteration 21Q: 3 clusters Score -42777.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42780.265625 Penalty: 602.547913
	Iteration 22Q: 3 clusters Score -42780.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -42784.332031 Penalty: 602.547913
	Iteration 23Q: 3 clusters Score -42784.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -42787.332031 Penalty: 602.547913
	Iteration 24Q: 3 clusters Score -42787.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -42788.515625 Penalty: 602.547913
	Iteration 25Q: 3 clusters Score -42788.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -42789.882812 Penalty: 602.547913
	Iteration 26Q: 3 clusters Score -42789.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -42791.996094 Penalty: 602.547913
	Iteration 27Q: 3 clusters Score -42792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42794.140625 Penalty: 602.547913
	Iteration 28Q: 3 clusters Score -42794.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -42797.019531 Penalty: 602.547913
	Iteration 29Q: 3 clusters Score -42797.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -42802.535156 Penalty: 602.547913
	Iteration 30Q: 3 clusters Score -42802.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -42808.304688 Penalty: 602.547913
	Iteration 31Q: 3 clusters Score -42808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -42810.402344 Penalty: 602.547913
	Iteration 32Q: 3 clusters Score -42810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -42813.632812 Penalty: 602.547913
	Iteration 33Q: 3 clusters Score -42813.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -42814.734375 Penalty: 602.547913
	Iteration 34Q: 3 clusters Score -42814.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -42816.054688 Penalty: 602.547913
	Iteration 35Q: 3 clusters Score -42816.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -42816.519531 Penalty: 602.547913
	Iteration 36Q: 3 clusters Score -42816.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -42816.519531 Penalty: 602.547913
	Iteration 37F: 3 clusters Score -42816.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10188.878906 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10188.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10265.378906 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10265.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10290.814453 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10290.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10317.291016 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10317.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10342.814453 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10342.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10351.460938 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10351.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10357.601562 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10359.781250 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10359.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10365.164062 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -10365.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10365.787109 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -10365.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10365.787109 Penalty: 468.421997
	Iteration 10F: 3 clusters Score -10365.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14931.263672 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14931.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15058.455078 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15058.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15103.291992 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15103.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15125.893555 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15125.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15138.827148 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15138.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15145.292969 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15145.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15165.958984 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15165.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15180.436523 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15180.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15186.343750 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15186.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15187.740234 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -15187.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15192.304688 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -15192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15208.474609 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -15208.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15226.344727 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -15226.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15230.466797 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -15230.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15232.554688 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -15232.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15233.154297 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -15233.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15233.154297 Penalty: 507.411377
	Iteration 16F: 3 clusters Score -15233.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11531.922852 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11531.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11609.556641 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11609.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11647.293945 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11647.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11672.094727 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11672.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11686.686523 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11686.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11698.946289 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11698.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11723.729492 Penalty: 488.303802
	Iteration 6F: 3 clusters Score -11723.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11740.195312 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -11740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11750.461914 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11750.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11759.060547 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11759.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11761.797852 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -11761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11764.206055 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -11764.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11767.076172 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -11767.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11773.547852 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -11773.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11783.760742 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -11783.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11799.627930 Penalty: 488.303802
	Iteration 15Q: 3 clusters Score -11799.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11803.470703 Penalty: 488.303802
	Iteration 16Q: 3 clusters Score -11803.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11806.258789 Penalty: 488.303802
	Iteration 17Q: 3 clusters Score -11806.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11806.258789 Penalty: 488.303802
	Iteration 18F: 3 clusters Score -11806.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -13083.838867 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -13083.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12763.419922 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -12763.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12873.506836 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -12873.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12899.474609 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -12899.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12919.120117 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -12919.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12930.708984 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -12930.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12935.408203 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -12935.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12935.623047 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -12935.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12937.080078 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -12937.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12939.758789 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -12939.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12940.343750 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -12940.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12940.638672 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -12940.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12940.638672 Penalty: 511.456482
	Iteration 11F: 3 clusters Score -12940.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -5817.749512 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -5817.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5618.008789 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5618.009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5693.650879 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5693.651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5744.813965 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -5744.814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5764.507812 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -5764.508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5799.069824 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -5799.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5847.759766 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -5847.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5850.041504 Penalty: 426.912689
	Iteration 6Q: 3 clusters Score -5850.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5850.041504 Penalty: 426.912689
	Iteration 7F: 3 clusters Score -5850.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 72 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 37 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210796.000000 Penalty: 57900.906250
Splitting cluster 42 changes total score from -58211192.000000 to -58210796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -382547.343750 Penalty: 398.393219
	Iteration 0F: 2 clusters Score -382547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -378254.125000 Penalty: 796.786438
	Iteration 0F: 3 clusters Score -378254.1 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -379968.812500 Penalty: 796.786438
	Iteration 1F: 3 clusters Score -379968.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -380225.125000 Penalty: 796.786438
	Iteration 2F: 3 clusters Score -380225.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -380541.718750 Penalty: 796.786438
	Iteration 3F: 3 clusters Score -380541.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -380883.781250 Penalty: 796.786438
	Iteration 4F: 3 clusters Score -380883.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -381276.625000 Penalty: 796.786438
	Iteration 5F: 3 clusters Score -381276.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -381645.781250 Penalty: 796.786438
	Iteration 6F: 3 clusters Score -381645.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -381800.531250 Penalty: 796.786438
	Iteration 7Q: 3 clusters Score -381800.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -381903.468750 Penalty: 796.786438
	Iteration 8Q: 3 clusters Score -381903.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -381977.125000 Penalty: 796.786438
	Iteration 9Q: 3 clusters Score -381977.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -382050.031250 Penalty: 796.786438
	Iteration 10Q: 3 clusters Score -382050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -382114.437500 Penalty: 796.786438
	Iteration 11Q: 3 clusters Score -382114.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -382191.843750 Penalty: 796.786438
	Iteration 12Q: 3 clusters Score -382191.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -382269.218750 Penalty: 796.786438
	Iteration 13Q: 3 clusters Score -382269.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -382334.281250 Penalty: 796.786438
	Iteration 14Q: 3 clusters Score -382334.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -382379.281250 Penalty: 796.786438
	Iteration 15Q: 3 clusters Score -382379.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -382411.937500 Penalty: 796.786438
	Iteration 16Q: 3 clusters Score -382411.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -382436.968750 Penalty: 796.786438
	Iteration 17Q: 3 clusters Score -382437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -382456.250000 Penalty: 796.786438
	Iteration 18Q: 3 clusters Score -382456.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -382467.531250 Penalty: 796.786438
	Iteration 19Q: 3 clusters Score -382467.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -382475.718750 Penalty: 796.786438
	Iteration 20F: 3 clusters Score -382475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -382482.531250 Penalty: 796.786438
	Iteration 21Q: 3 clusters Score -382482.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -382484.812500 Penalty: 796.786438
	Iteration 22Q: 3 clusters Score -382484.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -382489.500000 Penalty: 796.786438
	Iteration 23Q: 3 clusters Score -382489.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -382492.656250 Penalty: 796.786438
	Iteration 24Q: 3 clusters Score -382492.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -382495.500000 Penalty: 796.786438
	Iteration 25Q: 3 clusters Score -382495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382497.187500 Penalty: 796.786438
	Iteration 26Q: 3 clusters Score -382497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -382500.406250 Penalty: 796.786438
	Iteration 27Q: 3 clusters Score -382500.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -382503.562500 Penalty: 796.786438
	Iteration 28Q: 3 clusters Score -382503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382506.031250 Penalty: 796.786438
	Iteration 29Q: 3 clusters Score -382506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -382509.687500 Penalty: 796.786438
	Iteration 30Q: 3 clusters Score -382509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -382513.062500 Penalty: 796.786438
	Iteration 31Q: 3 clusters Score -382513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -382516.125000 Penalty: 796.786438
	Iteration 32Q: 3 clusters Score -382516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -382517.375000 Penalty: 796.786438
	Iteration 33Q: 3 clusters Score -382517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -382518.187500 Penalty: 796.786438
	Iteration 34Q: 3 clusters Score -382518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -382519.500000 Penalty: 796.786438
	Iteration 35Q: 3 clusters Score -382519.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -382520.937500 Penalty: 796.786438
	Iteration 36Q: 3 clusters Score -382520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -382522.875000 Penalty: 796.786438
	Iteration 37Q: 3 clusters Score -382522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -382524.968750 Penalty: 796.786438
	Iteration 38Q: 3 clusters Score -382525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -382525.562500 Penalty: 796.786438
	Iteration 39Q: 3 clusters Score -382525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -382526.093750 Penalty: 796.786438
	Iteration 40F: 3 clusters Score -382526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -382525.968750 Penalty: 796.786438
	Iteration 41Q: 3 clusters Score -382526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -382527.593750 Penalty: 796.786438
	Iteration 42Q: 3 clusters Score -382527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -382527.875000 Penalty: 796.786438
	Iteration 43Q: 3 clusters Score -382527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382527.718750 Penalty: 796.786438
	Iteration 44Q: 3 clusters Score -382527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382529.125000 Penalty: 796.786438
	Iteration 45Q: 3 clusters Score -382529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -382530.843750 Penalty: 796.786438
	Iteration 46Q: 3 clusters Score -382530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -382529.812500 Penalty: 796.786438
	Iteration 47Q: 3 clusters Score -382529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -382530.625000 Penalty: 796.786438
	Iteration 48Q: 3 clusters Score -382530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -382530.250000 Penalty: 796.786438
	Iteration 49Q: 3 clusters Score -382530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -382530.906250 Penalty: 796.786438
	Iteration 50Q: 3 clusters Score -382530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -382531.093750 Penalty: 796.786438
	Iteration 51Q: 3 clusters Score -382531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -382531.906250 Penalty: 796.786438
	Iteration 52Q: 3 clusters Score -382531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -382531.343750 Penalty: 796.786438
	Iteration 53Q: 3 clusters Score -382531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -382530.562500 Penalty: 796.786438
	Iteration 54Q: 3 clusters Score -382530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -382531.250000 Penalty: 796.786438
	Iteration 55Q: 3 clusters Score -382531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -382531.750000 Penalty: 796.786438
	Iteration 56Q: 3 clusters Score -382531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -382533.250000 Penalty: 796.786438
	Iteration 57Q: 3 clusters Score -382533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -382533.093750 Penalty: 796.786438
	Iteration 58Q: 3 clusters Score -382533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -382532.468750 Penalty: 796.786438
	Iteration 59Q: 3 clusters Score -382532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -382532.187500 Penalty: 796.786438
	Iteration 60F: 3 clusters Score -382532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -382532.875000 Penalty: 796.786438
	Iteration 61Q: 3 clusters Score -382532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382534.312500 Penalty: 796.786438
	Iteration 62Q: 3 clusters Score -382534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -382534.343750 Penalty: 796.786438
	Iteration 63Q: 3 clusters Score -382534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382533.906250 Penalty: 796.786438
	Iteration 64Q: 3 clusters Score -382533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382534.218750 Penalty: 796.786438
	Iteration 65Q: 3 clusters Score -382534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -382535.156250 Penalty: 796.786438
	Iteration 66Q: 3 clusters Score -382535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -382535.781250 Penalty: 796.786438
	Iteration 67Q: 3 clusters Score -382535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382535.500000 Penalty: 796.786438
	Iteration 68Q: 3 clusters Score -382535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -382536.250000 Penalty: 796.786438
	Iteration 69Q: 3 clusters Score -382536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -382536.593750 Penalty: 796.786438
	Iteration 70Q: 3 clusters Score -382536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -382536.531250 Penalty: 796.786438
	Iteration 71Q: 3 clusters Score -382536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -382536.531250 Penalty: 796.786438
	Iteration 72F: 3 clusters Score -382536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16379.058594 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16379.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16052.813477 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16052.81 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16152.503906 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16152.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16171.752930 Penalty: 510.127991
	Iteration 2Q: 3 clusters Score -16171.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16192.729492 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16192.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16212.974609 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16212.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16218.026367 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16218.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16221.123047 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16221.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16221.123047 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -16221.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10126.425781 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10126.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10253.211914 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10253.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10296.881836 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10296.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10310.954102 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10310.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10319.050781 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10319.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10322.003906 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10322.003906 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (120759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Entering Unmasked Estep 
Score: -7317652.500000 Penalty: 532.420654
	Iteration 0F: 2 clusters Score -7317652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -7237464.500000 Penalty: 1064.841309
	Iteration 0F: 3 clusters Score -7237464 nChanged 59398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -7272680.500000 Penalty: 1064.841309
	Iteration 1F: 3 clusters Score -7272680 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -7273194.500000 Penalty: 1064.841309
	Iteration 2Q: 3 clusters Score -7273194 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -7273834.000000 Penalty: 1064.841309
	Iteration 3Q: 3 clusters Score -7273834 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -7274785.000000 Penalty: 1064.841309
	Iteration 4Q: 3 clusters Score -7274785 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -7276455.000000 Penalty: 1064.841309
	Iteration 5Q: 3 clusters Score -7276455 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -7279558.500000 Penalty: 1064.841309
	Iteration 6Q: 3 clusters Score -7279558 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -7284855.000000 Penalty: 1064.841309
	Iteration 7F: 3 clusters Score -7284855 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -7292017.000000 Penalty: 1064.841309
	Iteration 8F: 3 clusters Score -7292017 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -7299209.000000 Penalty: 1064.841309
	Iteration 9F: 3 clusters Score -7299209 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -7304205.500000 Penalty: 1064.841309
	Iteration 10F: 3 clusters Score -7304206 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -7307392.000000 Penalty: 1064.841309
	Iteration 11Q: 3 clusters Score -7307392 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -7309555.000000 Penalty: 1064.841309
	Iteration 12Q: 3 clusters Score -7309555 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -7311175.000000 Penalty: 1064.841309
	Iteration 13Q: 3 clusters Score -7311175 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -7312472.000000 Penalty: 1064.841309
	Iteration 14Q: 3 clusters Score -7312472 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 114297 members 
Entering Unmasked Estep 
Score: -7313492.500000 Penalty: 1064.841309
	Iteration 15Q: 3 clusters Score -7313492 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -7314488.500000 Penalty: 1064.841309
	Iteration 16Q: 3 clusters Score -7314488 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -7315271.500000 Penalty: 1064.841309
	Iteration 17Q: 3 clusters Score -7315272 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -7315895.500000 Penalty: 1064.841309
	Iteration 18Q: 3 clusters Score -7315896 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -7316308.500000 Penalty: 1064.841309
	Iteration 19Q: 3 clusters Score -7316308 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -7316551.000000 Penalty: 1064.841309
	Iteration 20F: 3 clusters Score -7316551 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -7316741.500000 Penalty: 1064.841309
	Iteration 21Q: 3 clusters Score -7316742 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -7316844.000000 Penalty: 1064.841309
	Iteration 22Q: 3 clusters Score -7316844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -7316930.500000 Penalty: 1064.841309
	Iteration 23Q: 3 clusters Score -7316930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -7317014.500000 Penalty: 1064.841309
	Iteration 24Q: 3 clusters Score -7317014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -7317071.000000 Penalty: 1064.841309
	Iteration 25Q: 3 clusters Score -7317071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -7317093.500000 Penalty: 1064.841309
	Iteration 26Q: 3 clusters Score -7317094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -7317104.500000 Penalty: 1064.841309
	Iteration 27Q: 3 clusters Score -7317104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -7317120.500000 Penalty: 1064.841309
	Iteration 28Q: 3 clusters Score -7317120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -7317137.500000 Penalty: 1064.841309
	Iteration 29Q: 3 clusters Score -7317138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
Score: -7317146.500000 Penalty: 1064.841309
	Iteration 30Q: 3 clusters Score -7317146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -7317155.500000 Penalty: 1064.841309
	Iteration 31Q: 3 clusters Score -7317156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -7317164.500000 Penalty: 1064.841309
	Iteration 32Q: 3 clusters Score -7317164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 120534 members 
Entering Unmasked Estep 
Score: -7317180.000000 Penalty: 1064.841309
	Iteration 33Q: 3 clusters Score -7317180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -7317194.500000 Penalty: 1064.841309
	Iteration 34Q: 3 clusters Score -7317194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -7317204.000000 Penalty: 1064.841309
	Iteration 35Q: 3 clusters Score -7317204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -7317207.000000 Penalty: 1064.841309
	Iteration 36Q: 3 clusters Score -7317207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -7317211.000000 Penalty: 1064.841309
	Iteration 37Q: 3 clusters Score -7317211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -7317213.000000 Penalty: 1064.841309
	Iteration 38Q: 3 clusters Score -7317213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120570 members 
Entering Unmasked Estep 
Score: -7317215.500000 Penalty: 1064.841309
	Iteration 39Q: 3 clusters Score -7317216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -7317213.500000 Penalty: 1064.841309
	Iteration 40F: 3 clusters Score -7317214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -7317219.500000 Penalty: 1064.841309
	Iteration 41Q: 3 clusters Score -7317220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -7317222.500000 Penalty: 1064.841309
	Iteration 42Q: 3 clusters Score -7317222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -7317225.000000 Penalty: 1064.841309
	Iteration 43Q: 3 clusters Score -7317225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -7317223.000000 Penalty: 1064.841309
	Iteration 44Q: 3 clusters Score -7317223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -7317223.000000 Penalty: 1064.841309
	Iteration 45F: 3 clusters Score -7317223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2908.433838 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2908.434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2988.346191 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2988.346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3015.233154 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -3015.233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3019.315918 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -3019.316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3020.484131 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -3020.484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3022.954346 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3022.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3023.992188 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3023.992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3023.992188 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -3023.992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -14996.584961 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -14996.58 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 164 members 
Entering Unmasked Estep 
Score: -14650.464844 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -14650.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14779.211914 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -14779.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14818.583008 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -14818.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14834.195312 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -14834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14841.164062 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -14841.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14859.300781 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -14859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14866.566406 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -14866.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14885.791016 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -14885.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14890.440430 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -14890.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14894.121094 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -14894.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14897.337891 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -14897.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14897.337891 Penalty: 524.346680
	Iteration 11F: 3 clusters Score -14897.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12700.716797 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12404.416016 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -12404.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12495.525391 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12495.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12521.304688 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12553.752930 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12553.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12578.624023 Penalty: 487.877594
	Iteration 4F: 3 clusters Score -12578.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12605.245117 Penalty: 487.877594
	Iteration 5F: 3 clusters Score -12605.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12639.338867 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12639.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12654.457031 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12654.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12686.519531 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12686.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12717.298828 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12724.214844 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12724.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12727.912109 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -12727.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12735.295898 Penalty: 487.877594
	Iteration 12Q: 3 clusters Score -12735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12738.140625 Penalty: 487.877594
	Iteration 13Q: 3 clusters Score -12738.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12738.878906 Penalty: 487.877594
	Iteration 14Q: 3 clusters Score -12738.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12738.878906 Penalty: 487.877594
	Iteration 15F: 3 clusters Score -12738.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 66 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210796.000000 Penalty: 57900.906250
Splitting cluster 49 changes total score from -58211192.000000 to -58210796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11388.066406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11388.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11451.127930 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11451.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11485.570312 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11485.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11501.135742 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11501.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11502.832031 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11502.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11502.832031 Penalty: 485.277405
	Iteration 5F: 3 clusters Score -11502.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14355.115234 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -14355.12 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 115 members 
Entering Unmasked Estep 
Score: -14049.795898 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -14049.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14200.777344 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -14200.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14254.458008 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -14254.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14274.930664 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -14274.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14288.322266 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -14288.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14314.357422 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -14314.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14344.750000 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -14344.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14352.303711 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -14352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14357.861328 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -14357.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14360.714844 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -14360.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14367.475586 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -14367.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14377.253906 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -14377.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14380.745117 Penalty: 504.965912
	Iteration 12Q: 3 clusters Score -14380.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14380.745117 Penalty: 504.965912
	Iteration 13F: 3 clusters Score -14380.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 142 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 115 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210808.000000 Penalty: 57900.906250
Splitting cluster 51 changes total score from -58211192.000000 to -58210808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (34199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Entering Unmasked Estep 
Score: -2059687.625000 Penalty: 475.017822
	Iteration 0F: 2 clusters Score -2059688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2036824.875000 Penalty: 950.035645
	Iteration 0F: 3 clusters Score -2036825 nChanged 16516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2047287.625000 Penalty: 950.035645
	Iteration 1F: 3 clusters Score -2047288 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2048731.000000 Penalty: 950.035645
	Iteration 2F: 3 clusters Score -2048731 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2050882.625000 Penalty: 950.035645
	Iteration 3F: 3 clusters Score -2050883 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2053401.625000 Penalty: 950.035645
	Iteration 4F: 3 clusters Score -2053402 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2055576.250000 Penalty: 950.035645
	Iteration 5F: 3 clusters Score -2055576 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2057043.250000 Penalty: 950.035645
	Iteration 6Q: 3 clusters Score -2057043 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2057885.375000 Penalty: 950.035645
	Iteration 7Q: 3 clusters Score -2057885 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2058439.375000 Penalty: 950.035645
	Iteration 8Q: 3 clusters Score -2058439 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2058818.625000 Penalty: 950.035645
	Iteration 9Q: 3 clusters Score -2058819 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2059044.375000 Penalty: 950.035645
	Iteration 10Q: 3 clusters Score -2059044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2059154.250000 Penalty: 950.035645
	Iteration 11Q: 3 clusters Score -2059154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2059210.750000 Penalty: 950.035645
	Iteration 12Q: 3 clusters Score -2059211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2059248.125000 Penalty: 950.035645
	Iteration 13Q: 3 clusters Score -2059248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2059269.250000 Penalty: 950.035645
	Iteration 14Q: 3 clusters Score -2059269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2059280.750000 Penalty: 950.035645
	Iteration 15Q: 3 clusters Score -2059281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2059287.625000 Penalty: 950.035645
	Iteration 16Q: 3 clusters Score -2059288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2059296.875000 Penalty: 950.035645
	Iteration 17Q: 3 clusters Score -2059297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2059307.375000 Penalty: 950.035645
	Iteration 18Q: 3 clusters Score -2059307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2059316.750000 Penalty: 950.035645
	Iteration 19Q: 3 clusters Score -2059317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2059321.250000 Penalty: 950.035645
	Iteration 20F: 3 clusters Score -2059321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2059321.250000 Penalty: 950.035645
	Iteration 21Q: 3 clusters Score -2059321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2059321.000000 Penalty: 950.035645
	Iteration 22Q: 3 clusters Score -2059321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2059323.625000 Penalty: 950.035645
	Iteration 23Q: 3 clusters Score -2059324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2059325.000000 Penalty: 950.035645
	Iteration 24Q: 3 clusters Score -2059325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2059325.000000 Penalty: 950.035645
	Iteration 25F: 3 clusters Score -2059325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -66611.789062 Penalty: 318.845825
	Iteration 0F: 2 clusters Score -66611.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -65731.484375 Penalty: 637.691650
	Iteration 0F: 3 clusters Score -65731.48 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66079.554688 Penalty: 637.691650
	Iteration 1F: 3 clusters Score -66079.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66156.000000 Penalty: 637.691650
	Iteration 2F: 3 clusters Score -66156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -66204.765625 Penalty: 637.691650
	Iteration 3F: 3 clusters Score -66204.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -66229.664062 Penalty: 637.691650
	Iteration 4Q: 3 clusters Score -66229.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66251.828125 Penalty: 637.691650
	Iteration 5Q: 3 clusters Score -66251.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66274.523438 Penalty: 637.691650
	Iteration 6Q: 3 clusters Score -66274.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66299.414062 Penalty: 637.691650
	Iteration 7Q: 3 clusters Score -66299.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66320.046875 Penalty: 637.691650
	Iteration 8Q: 3 clusters Score -66320.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -66342.296875 Penalty: 637.691650
	Iteration 9Q: 3 clusters Score -66342.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66364.179688 Penalty: 637.691650
	Iteration 10Q: 3 clusters Score -66364.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66385.031250 Penalty: 637.691650
	Iteration 11Q: 3 clusters Score -66385.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66401.960938 Penalty: 637.691650
	Iteration 12Q: 3 clusters Score -66401.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -66420.296875 Penalty: 637.691650
	Iteration 13Q: 3 clusters Score -66420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66426.703125 Penalty: 637.691650
	Iteration 14Q: 3 clusters Score -66426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66430.976562 Penalty: 637.691650
	Iteration 15Q: 3 clusters Score -66430.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66434.570312 Penalty: 637.691650
	Iteration 16Q: 3 clusters Score -66434.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66437.078125 Penalty: 637.691650
	Iteration 17Q: 3 clusters Score -66437.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66439.859375 Penalty: 637.691650
	Iteration 18Q: 3 clusters Score -66439.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66443.570312 Penalty: 637.691650
	Iteration 19Q: 3 clusters Score -66443.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -66447.695312 Penalty: 637.691650
	Iteration 20F: 3 clusters Score -66447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66449.484375 Penalty: 637.691650
	Iteration 21Q: 3 clusters Score -66449.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66450.414062 Penalty: 637.691650
	Iteration 22Q: 3 clusters Score -66450.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -66452.070312 Penalty: 637.691650
	Iteration 23Q: 3 clusters Score -66452.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -66453.062500 Penalty: 637.691650
	Iteration 24Q: 3 clusters Score -66453.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66453.367188 Penalty: 637.691650
	Iteration 25Q: 3 clusters Score -66453.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66453.367188 Penalty: 637.691650
	Iteration 26F: 3 clusters Score -66453.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24432.578125 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24432.58 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24531.621094 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24531.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24552.099609 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24571.730469 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24571.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24598.005859 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24598.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24626.630859 Penalty: 542.919373
	Iteration 5F: 3 clusters Score -24626.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24644.498047 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24654.666016 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24654.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24659.906250 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24659.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24667.958984 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24667.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24685.156250 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24685.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24700.523438 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24700.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24713.474609 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24713.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24728.093750 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24728.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24741.591797 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24741.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24755.472656 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24755.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24757.578125 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -24757.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24757.578125 Penalty: 542.919373
	Iteration 17F: 3 clusters Score -24757.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29977.318359 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29977.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29494.515625 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29494.52 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29679.992188 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29679.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29739.353516 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29739.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29766.101562 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29784.867188 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29784.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29792.244141 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29792.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29795.138672 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29795.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29796.568359 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29796.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29796.568359 Penalty: 565.529358
	Iteration 8F: 3 clusters Score -29796.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3687.086670 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3687.087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3787.948730 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3787.949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3826.038818 Penalty: 435.661743
	Iteration 2F: 3 clusters Score -3826.039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3845.851562 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3845.852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3848.686035 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3848.686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3848.686035 Penalty: 435.661743
	Iteration 5F: 3 clusters Score -3848.686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -20883.416016 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -20883.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20507.814453 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -20507.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20592.486328 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -20592.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20618.882812 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -20618.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20646.173828 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -20646.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20660.964844 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -20660.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20670.607422 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -20670.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20683.244141 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -20683.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20695.138672 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -20695.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20712.224609 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -20712.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20718.816406 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -20718.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20725.035156 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -20725.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20728.244141 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -20728.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20729.406250 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -20729.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20729.632812 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -20729.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20729.632812 Penalty: 525.201111
	Iteration 14F: 3 clusters Score -20729.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -14702.601562 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -14702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14370.455078 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -14370.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14431.218750 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -14431.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14460.862305 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -14460.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14475.944336 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -14475.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14492.463867 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -14492.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14508.958008 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -14508.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14520.162109 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -14520.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14526.083984 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -14526.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14543.360352 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -14543.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14548.603516 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -14548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14556.359375 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -14556.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14561.708008 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -14561.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14563.208008 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -14563.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14566.543945 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -14566.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14567.763672 Penalty: 502.088196
	Iteration 14Q: 3 clusters Score -14567.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14569.198242 Penalty: 502.088196
	Iteration 15Q: 3 clusters Score -14569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14572.123047 Penalty: 502.088196
	Iteration 16Q: 3 clusters Score -14572.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14573.070312 Penalty: 502.088196
	Iteration 17Q: 3 clusters Score -14573.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14573.428711 Penalty: 502.088196
	Iteration 18Q: 3 clusters Score -14573.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14573.611328 Penalty: 502.088196
	Iteration 19Q: 3 clusters Score -14573.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14573.964844 Penalty: 502.088196
	Iteration 20F: 3 clusters Score -14573.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10019.706055 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10019.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10161.630859 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10161.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10206.873047 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10206.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10226.885742 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10226.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10227.708984 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10227.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10228.478516 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10228.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10228.478516 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10228.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -3028.748047 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -3028.748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2880.527344 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -2880.527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2973.848389 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -2973.848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2996.775391 Penalty: 359.563171
	Iteration 2F: 3 clusters Score -2996.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3001.751465 Penalty: 359.563171
	Iteration 3Q: 3 clusters Score -3001.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3001.751465 Penalty: 359.563171
	Iteration 4F: 3 clusters Score -3001.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9240.574219 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9240.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8983.569336 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -8983.569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9032.125977 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9032.126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9044.136719 Penalty: 457.769867
	Iteration 2Q: 3 clusters Score -9044.137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9059.897461 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9059.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9061.551758 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9061.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9061.551758 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -9061.552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3339.736328 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3339.736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3363.926758 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3363.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3370.292725 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3370.293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3370.292725 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3370.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -16873.068359 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -16873.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16540.720703 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -16540.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16663.039062 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -16663.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16723.701172 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -16723.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16764.302734 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -16764.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16794.048828 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -16794.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16820.808594 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -16820.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16828.367188 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -16828.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16841.003906 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -16841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16857.203125 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -16857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16900.191406 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -16900.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16922.832031 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -16922.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16923.673828 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -16923.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16923.673828 Penalty: 515.329407
	Iteration 12F: 3 clusters Score -16923.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 210 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 78 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210816.000000 Penalty: 57900.906250
Splitting cluster 64 changes total score from -58211192.000000 to -58210816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13251.759766 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13251.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13359.665039 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13359.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13407.863281 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13407.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13441.893555 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -13441.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13464.987305 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13464.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13473.940430 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13473.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13476.012695 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -13476.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13479.341797 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -13479.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13483.585938 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -13483.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13487.569336 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -13487.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13491.921875 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -13491.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13495.119141 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -13495.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13496.302734 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -13496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13497.553711 Penalty: 499.868591
	Iteration 13Q: 3 clusters Score -13497.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13513.159180 Penalty: 499.868591
	Iteration 14Q: 3 clusters Score -13513.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13532.327148 Penalty: 499.868591
	Iteration 15Q: 3 clusters Score -13532.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13535.293945 Penalty: 499.868591
	Iteration 16Q: 3 clusters Score -13535.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13535.293945 Penalty: 499.868591
	Iteration 17F: 3 clusters Score -13535.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9279.737305 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9279.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9011.005859 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9011.006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9083.607422 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9083.607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9110.379883 Penalty: 475.542938
	Iteration 2Q: 3 clusters Score -9110.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9135.044922 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9135.045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9155.820312 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9155.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9183.664062 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9183.664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9196.270508 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9196.271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9208.373047 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9208.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9209.308594 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9209.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9210.342773 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -9210.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9210.962891 Penalty: 475.542938
	Iteration 10Q: 3 clusters Score -9210.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9211.423828 Penalty: 475.542938
	Iteration 11Q: 3 clusters Score -9211.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9211.423828 Penalty: 475.542938
	Iteration 12F: 3 clusters Score -9211.424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5227.941406 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5227.941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5275.441406 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5275.441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5291.242676 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5291.243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5293.955566 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5293.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5298.751465 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5298.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5301.402344 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5301.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5301.402344 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -5301.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (135420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Entering Unmasked Estep 
Score: -8119469.500000 Penalty: 537.634216
	Iteration 0F: 2 clusters Score -8119470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8030066.500000 Penalty: 1075.268433
	Iteration 0F: 3 clusters Score -8030066 nChanged 66214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8069948.500000 Penalty: 1075.268433
	Iteration 1F: 3 clusters Score -8069948 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -8070994.500000 Penalty: 1075.268433
	Iteration 2Q: 3 clusters Score -8070994 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -8072646.500000 Penalty: 1075.268433
	Iteration 3Q: 3 clusters Score -8072646 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -8075398.500000 Penalty: 1075.268433
	Iteration 4Q: 3 clusters Score -8075398 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -8080480.000000 Penalty: 1075.268433
	Iteration 5F: 3 clusters Score -8080480 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -8088414.000000 Penalty: 1075.268433
	Iteration 6F: 3 clusters Score -8088414 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -8095502.500000 Penalty: 1075.268433
	Iteration 7F: 3 clusters Score -8095502 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8098971.000000 Penalty: 1075.268433
	Iteration 8Q: 3 clusters Score -8098971 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -8100391.500000 Penalty: 1075.268433
	Iteration 9Q: 3 clusters Score -8100392 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8101401.000000 Penalty: 1075.268433
	Iteration 10Q: 3 clusters Score -8101401 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8102363.500000 Penalty: 1075.268433
	Iteration 11Q: 3 clusters Score -8102364 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8103333.500000 Penalty: 1075.268433
	Iteration 12Q: 3 clusters Score -8103334 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8104381.500000 Penalty: 1075.268433
	Iteration 13Q: 3 clusters Score -8104382 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8105373.500000 Penalty: 1075.268433
	Iteration 14Q: 3 clusters Score -8105374 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8106260.500000 Penalty: 1075.268433
	Iteration 15Q: 3 clusters Score -8106260 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -8107207.000000 Penalty: 1075.268433
	Iteration 16Q: 3 clusters Score -8107207 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8108013.500000 Penalty: 1075.268433
	Iteration 17Q: 3 clusters Score -8108014 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -8108734.500000 Penalty: 1075.268433
	Iteration 18Q: 3 clusters Score -8108734 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8109437.500000 Penalty: 1075.268433
	Iteration 19Q: 3 clusters Score -8109438 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -8110059.500000 Penalty: 1075.268433
	Iteration 20F: 3 clusters Score -8110060 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8110663.500000 Penalty: 1075.268433
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Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 36992 members 
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Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 37298 members 
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Mstep: Class 2 contains 37646 members 
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Mstep: Class 1 contains 77534 members 
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	Iteration 109Q: 3 clusters Score -8117514 nChanged 413
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Mstep: Class 1 contains 67010 members 
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Mstep: Class 1 contains 66610 members 
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Mstep: Class 1 contains 66220 members 
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Mstep: Class 1 contains 65052 members 
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Mstep: Class 2 contains 75577 members 
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Mstep: Class 2 contains 76922 members 
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Mstep: Class 1 contains 51420 members 
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	Iteration 160F: 3 clusters Score -8118168 nChanged 260
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8118406 nChanged 199
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Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8118426 nChanged 201
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Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8118425 nChanged 203
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Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8118396 nChanged 197
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Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8118378 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8118372 nChanged 244
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Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8118376 nChanged 252
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Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8118385 nChanged 272
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Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8118406 nChanged 288
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Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8118412 nChanged 288
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Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8118438 nChanged 306
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Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8118516 nChanged 304
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Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8118538 nChanged 274
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Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8118562 nChanged 283
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Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8118562 nChanged 274
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Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8118562 nChanged 283
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Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8118564 nChanged 263
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Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8118562 nChanged 235
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Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8118560 nChanged 255
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Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8118588 nChanged 279
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Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8118577 nChanged 278
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Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8118576 nChanged 263
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Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8118631 nChanged 230
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Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8118652 nChanged 233
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Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8118650 nChanged 195
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Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8118620 nChanged 190
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Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8118594 nChanged 202
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Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8118604 nChanged 221
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Mstep: Class 1 contains 32977 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8118624 nChanged 218
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Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8118626 nChanged 212
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Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8118628 nChanged 226
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Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8118650 nChanged 241
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Mstep: Class 1 contains 32080 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8118670 nChanged 252
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Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 104107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8118702 nChanged 255
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Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8118712 nChanged 258
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Mstep: Class 1 contains 30551 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8118716 nChanged 240
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Mstep: Class 1 contains 30311 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8118705 nChanged 234
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Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8118716 nChanged 181
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Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8118728 nChanged 163
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Mstep: Class 1 contains 29733 members 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8118738 nChanged 150
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Mstep: Class 1 contains 29583 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8118732 nChanged 123
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Mstep: Class 1 contains 29460 members 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8118748 nChanged 133
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	Iteration 255Q: 3 clusters Score -8118760 nChanged 124
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8118761 nChanged 134
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	Iteration 257Q: 3 clusters Score -8118767 nChanged 134
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Mstep: Class 1 contains 28935 members 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8118788 nChanged 128
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Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8118792 nChanged 121
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Mstep: Class 1 contains 28686 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8118790 nChanged 145
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Mstep: Class 1 contains 28541 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8118806 nChanged 156
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Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8118826 nChanged 127
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Mstep: Class 1 contains 28258 members 
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8118832 nChanged 132
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Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8118832 nChanged 133
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Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8118842 nChanged 148
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Mstep: Class 1 contains 27847 members 
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	Iteration 266Q: 3 clusters Score -8118824 nChanged 156
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Mstep: Class 1 contains 27691 members 
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	Iteration 267Q: 3 clusters Score -8118826 nChanged 165
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Mstep: Class 1 contains 27526 members 
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	Iteration 268Q: 3 clusters Score -8118852 nChanged 156
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Mstep: Class 1 contains 27370 members 
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	Iteration 269Q: 3 clusters Score -8118844 nChanged 150
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Mstep: Class 1 contains 27220 members 
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	Iteration 270Q: 3 clusters Score -8118858 nChanged 155
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -8118876 nChanged 136
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Mstep: Class 1 contains 26929 members 
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	Iteration 272Q: 3 clusters Score -8118881 nChanged 132
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Mstep: Class 1 contains 26797 members 
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	Iteration 273Q: 3 clusters Score -8118886 nChanged 129
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Mstep: Class 1 contains 26668 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8118892 nChanged 118
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Mstep: Class 1 contains 26550 members 
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	Iteration 275Q: 3 clusters Score -8118884 nChanged 105
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Mstep: Class 1 contains 26445 members 
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	Iteration 276Q: 3 clusters Score -8118882 nChanged 110
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	Iteration 277Q: 3 clusters Score -8118897 nChanged 104
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	Iteration 278Q: 3 clusters Score -8118902 nChanged 109
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	Iteration 279Q: 3 clusters Score -8118919 nChanged 116
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	Iteration 280F: 3 clusters Score -8118923 nChanged 118
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8118918 nChanged 103
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	Iteration 282Q: 3 clusters Score -8118922 nChanged 97
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	Iteration 283Q: 3 clusters Score -8118932 nChanged 103
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	Iteration 284Q: 3 clusters Score -8118930 nChanged 108
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8118920 nChanged 103
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	Iteration 286Q: 3 clusters Score -8118920 nChanged 102
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	Iteration 287Q: 3 clusters Score -8118923 nChanged 97
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	Iteration 288Q: 3 clusters Score -8118928 nChanged 92
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Mstep: Class 1 contains 25083 members 
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	Iteration 289Q: 3 clusters Score -8118928 nChanged 108
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	Iteration 290Q: 3 clusters Score -8118936 nChanged 123
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	Iteration 291Q: 3 clusters Score -8118922 nChanged 117
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -8118940 nChanged 89
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	Iteration 293Q: 3 clusters Score -8118945 nChanged 96
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -8118944 nChanged 70
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Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -8118960.500000 Penalty: 1075.268433
	Iteration 295Q: 3 clusters Score -8118960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -8118965.500000 Penalty: 1075.268433
	Iteration 296Q: 3 clusters Score -8118966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -8118963.500000 Penalty: 1075.268433
	Iteration 297Q: 3 clusters Score -8118964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -8118969.500000 Penalty: 1075.268433
	Iteration 298Q: 3 clusters Score -8118970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -8118958.000000 Penalty: 1075.268433
	Iteration 299Q: 3 clusters Score -8118958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -8118947.500000 Penalty: 1075.268433
	Iteration 300F: 3 clusters Score -8118948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -8118944.500000 Penalty: 1075.268433
	Iteration 301Q: 3 clusters Score -8118944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -8118940.000000 Penalty: 1075.268433
	Iteration 302Q: 3 clusters Score -8118940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -8118940.500000 Penalty: 1075.268433
	Iteration 303Q: 3 clusters Score -8118940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -8118948.500000 Penalty: 1075.268433
	Iteration 304Q: 3 clusters Score -8118948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 111281 members 
Entering Unmasked Estep 
Score: -8118949.500000 Penalty: 1075.268433
	Iteration 305Q: 3 clusters Score -8118950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -8118938.000000 Penalty: 1075.268433
	Iteration 306Q: 3 clusters Score -8118938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -8118936.500000 Penalty: 1075.268433
	Iteration 307Q: 3 clusters Score -8118936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -8118930.000000 Penalty: 1075.268433
	Iteration 308Q: 3 clusters Score -8118930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -8118933.000000 Penalty: 1075.268433
	Iteration 309Q: 3 clusters Score -8118933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -8118938.500000 Penalty: 1075.268433
	Iteration 310Q: 3 clusters Score -8118938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -8118935.000000 Penalty: 1075.268433
	Iteration 311Q: 3 clusters Score -8118935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -8118934.000000 Penalty: 1075.268433
	Iteration 312Q: 3 clusters Score -8118934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -8118927.000000 Penalty: 1075.268433
	Iteration 313Q: 3 clusters Score -8118927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 111515 members 
Entering Unmasked Estep 
Score: -8118925.500000 Penalty: 1075.268433
	Iteration 314Q: 3 clusters Score -8118926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -8118927.500000 Penalty: 1075.268433
	Iteration 315Q: 3 clusters Score -8118928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -8118931.000000 Penalty: 1075.268433
	Iteration 316Q: 3 clusters Score -8118931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 111527 members 
Entering Unmasked Estep 
Score: -8118927.500000 Penalty: 1075.268433
	Iteration 317Q: 3 clusters Score -8118928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 111527 members 
Entering Unmasked Estep 
Score: -8118927.500000 Penalty: 1075.268433
	Iteration 318F: 3 clusters Score -8118928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25853.375000 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25853.38 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 223 members 
Entering Unmasked Estep 
Score: -25406.470703 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25406.47 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25587.654297 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25587.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25654.587891 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25654.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25669.246094 Penalty: 555.941528
	Iteration 3Q: 3 clusters Score -25669.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25682.417969 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -25682.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25704.867188 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -25704.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25720.548828 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25720.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25748.794922 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25748.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25757.953125 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25757.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25764.976562 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -25764.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25768.273438 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -25768.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25771.152344 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -25771.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25771.568359 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -25771.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25771.568359 Penalty: 555.941528
	Iteration 13F: 3 clusters Score -25771.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21129.843750 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21129.84 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21259.253906 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21259.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21299.417969 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21299.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21317.498047 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -21317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21327.521484 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -21327.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21337.847656 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21337.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21352.548828 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21352.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21363.117188 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21363.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21375.464844 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21375.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21385.685547 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21385.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21399.455078 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21399.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21416.789062 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21416.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21435.660156 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21435.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21448.382812 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21448.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21455.177734 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21455.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21459.740234 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21459.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21459.740234 Penalty: 536.640991
	Iteration 16F: 3 clusters Score -21459.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7056.621094 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7056.621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7188.682129 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7188.682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7207.971191 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -7207.971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7216.261719 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -7216.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7221.028320 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7221.028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7221.028320 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -7221.028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 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 130 members 
Entering Unmasked Estep 
Score: -16182.661133 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16182.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16288.682617 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16288.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16355.952148 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16355.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16387.087891 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16387.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16397.988281 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16397.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16406.011719 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16406.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16406.392578 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16406.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16406.392578 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -16406.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5946.746094 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5946.746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5742.924805 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5742.925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5801.702148 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5801.702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5812.372070 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5812.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5816.482910 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5816.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5818.640137 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5818.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5818.640137 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5818.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45016.414062 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45016.41 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45212.558594 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45212.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45265.054688 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45265.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45289.269531 Penalty: 598.077759
	Iteration 3Q: 3 clusters Score -45289.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45303.976562 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45303.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45319.632812 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45319.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45330.003906 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45336.582031 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45336.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45348.437500 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45348.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45364.175781 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45364.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45377.355469 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45377.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45386.351562 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45386.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45391.832031 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45391.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45398.414062 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45398.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -45404.234375 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45404.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45411.136719 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45411.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45421.820312 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -45421.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45430.976562 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -45430.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45445.617188 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -45445.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45461.488281 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -45461.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45483.800781 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -45483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45503.460938 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -45503.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -45535.507812 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -45535.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45559.941406 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -45559.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -45575.097656 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -45575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45586.503906 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -45586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45593.945312 Penalty: 598.077759
	Iteration 26Q: 3 clusters Score -45593.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45602.636719 Penalty: 598.077759
	Iteration 27Q: 3 clusters Score -45602.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45606.710938 Penalty: 598.077759
	Iteration 28Q: 3 clusters Score -45606.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45610.363281 Penalty: 598.077759
	Iteration 29Q: 3 clusters Score -45610.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45612.613281 Penalty: 598.077759
	Iteration 30Q: 3 clusters Score -45612.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45613.117188 Penalty: 598.077759
	Iteration 31Q: 3 clusters Score -45613.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45613.117188 Penalty: 598.077759
	Iteration 32F: 3 clusters Score -45613.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -3978.618652 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -3978.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3787.804932 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -3787.805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3895.850098 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -3895.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3920.855469 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -3920.855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3925.772705 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -3925.773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3927.843506 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -3927.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3928.774414 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -3928.774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3928.774414 Penalty: 430.192291
	Iteration 6F: 3 clusters Score -3928.774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13560.354492 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13560.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13231.163086 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13231.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13367.701172 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13367.7 nChanged 40
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: -13441.101562 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13471.767578 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -13471.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13478.966797 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13478.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13481.729492 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13481.73 nChanged 4
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: -13488.153320 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13488.15 nChanged 3
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: -13490.942383 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13490.94 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: -13490.942383 Penalty: 514.056702
	Iteration 8F: 3 clusters Score -13490.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -41022.089844 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -41022.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40427.695312 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -40427.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40580.800781 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -40580.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40653.953125 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -40653.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40683.363281 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -40683.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40704.257812 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -40704.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40717.238281 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -40717.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40726.351562 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -40726.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40737.285156 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -40737.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40748.136719 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -40748.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40752.132812 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -40752.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40754.097656 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -40754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40755.558594 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -40755.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40756.792969 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -40756.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40758.300781 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -40758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40760.632812 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -40760.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40761.421875 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -40761.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40763.343750 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -40763.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40766.789062 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -40766.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40773.484375 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -40773.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40775.875000 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -40775.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40778.671875 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -40778.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40781.351562 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -40781.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40786.656250 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -40786.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40796.066406 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -40796.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40799.710938 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -40799.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40804.054688 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -40804.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -40811.164062 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -40811.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -40818.167969 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -40818.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40823.386719 Penalty: 592.162231
	Iteration 28Q: 3 clusters Score -40823.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40827.726562 Penalty: 592.162231
	Iteration 29Q: 3 clusters Score -40827.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40838.066406 Penalty: 592.162231
	Iteration 30Q: 3 clusters Score -40838.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40845.117188 Penalty: 592.162231
	Iteration 31Q: 3 clusters Score -40845.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -40848.187500 Penalty: 592.162231
	Iteration 32Q: 3 clusters Score -40848.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40849.898438 Penalty: 592.162231
	Iteration 33Q: 3 clusters Score -40849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40849.898438 Penalty: 592.162231
	Iteration 34F: 3 clusters Score -40849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9784.759766 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9784.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9854.543945 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9854.544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9882.050781 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -9882.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9886.006836 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9886.007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9890.744141 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9890.744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9898.589844 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -9898.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9903.638672 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -9903.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9920.825195 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -9920.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9922.558594 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -9922.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9922.558594 Penalty: 462.407776
	Iteration 9F: 3 clusters Score -9922.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8392.208984 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8392.209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8161.906250 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8161.906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8266.039062 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8266.039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8336.619141 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8336.619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8374.577148 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8374.577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8393.414062 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8393.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8397.966797 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8397.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8397.966797 Penalty: 461.840820
	Iteration 6F: 3 clusters Score -8397.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 101 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 59 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210800.000000 Penalty: 57900.906250
Splitting cluster 79 changes total score from -58211192.000000 to -58210800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7258.059570 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7258.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7327.278809 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7327.279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7425.666504 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7425.667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7516.711914 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -7516.712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7566.467773 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -7566.468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7571.421875 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7571.422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7579.869141 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7579.869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7627.183594 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7627.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7627.183594 Penalty: 443.642975
	Iteration 8F: 3 clusters Score -7627.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 76 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 55 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210900.000000 Penalty: 57900.906250
Splitting cluster 80 changes total score from -58211192.000000 to -58210900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6732.739746 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6732.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6526.033203 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6526.033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6641.967285 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6641.967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6680.288086 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6680.288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6689.577637 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6689.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6718.792969 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6718.793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6726.056152 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6726.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6726.056152 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6726.056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8553.822266 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8553.822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8607.435547 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8607.436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8647.421875 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8647.422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8678.144531 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8678.145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8681.922852 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8681.923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8681.922852 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8681.923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -98931.140625 Penalty: 341.499908
	Iteration 0F: 2 clusters Score -98931.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97613.054688 Penalty: 682.999817
	Iteration 0F: 3 clusters Score -97613.05 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -98033.929688 Penalty: 682.999817
	Iteration 1F: 3 clusters Score -98033.93 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -98135.835938 Penalty: 682.999817
	Iteration 2F: 3 clusters Score -98135.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -98249.976562 Penalty: 682.999817
	Iteration 3F: 3 clusters Score -98249.98 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -98358.937500 Penalty: 682.999817
	Iteration 4F: 3 clusters Score -98358.94 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -98430.531250 Penalty: 682.999817
	Iteration 5F: 3 clusters Score -98430.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -98485.390625 Penalty: 682.999817
	Iteration 6Q: 3 clusters Score -98485.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98528.578125 Penalty: 682.999817
	Iteration 7Q: 3 clusters Score -98528.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98561.843750 Penalty: 682.999817
	Iteration 8Q: 3 clusters Score -98561.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98616.843750 Penalty: 682.999817
	Iteration 9Q: 3 clusters Score -98616.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98655.539062 Penalty: 682.999817
	Iteration 10Q: 3 clusters Score -98655.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -98677.695312 Penalty: 682.999817
	Iteration 11Q: 3 clusters Score -98677.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98696.414062 Penalty: 682.999817
	Iteration 12Q: 3 clusters Score -98696.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98713.875000 Penalty: 682.999817
	Iteration 13Q: 3 clusters Score -98713.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98729.960938 Penalty: 682.999817
	Iteration 14Q: 3 clusters Score -98729.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98747.875000 Penalty: 682.999817
	Iteration 15Q: 3 clusters Score -98747.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98767.359375 Penalty: 682.999817
	Iteration 16Q: 3 clusters Score -98767.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98782.218750 Penalty: 682.999817
	Iteration 17Q: 3 clusters Score -98782.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98798.804688 Penalty: 682.999817
	Iteration 18Q: 3 clusters Score -98798.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98813.367188 Penalty: 682.999817
	Iteration 19Q: 3 clusters Score -98813.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98817.765625 Penalty: 682.999817
	Iteration 20F: 3 clusters Score -98817.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98822.218750 Penalty: 682.999817
	Iteration 21Q: 3 clusters Score -98822.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98823.945312 Penalty: 682.999817
	Iteration 22Q: 3 clusters Score -98823.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98824.523438 Penalty: 682.999817
	Iteration 23Q: 3 clusters Score -98824.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98824.523438 Penalty: 682.999817
	Iteration 24F: 3 clusters Score -98824.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10853.630859 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10853.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10585.268555 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10585.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10661.755859 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10661.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10733.167969 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10733.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10776.173828 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10776.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10798.865234 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10798.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10811.293945 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10811.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10812.217773 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10812.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10813.001953 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10813.838867 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10813.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10813.838867 Penalty: 480.771515
	Iteration 9F: 3 clusters Score -10813.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -34115.707031 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -34115.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33615.273438 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -33615.27 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33837.429688 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -33837.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33884.492188 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -33884.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33922.632812 Penalty: 576.812073
	Iteration 3F: 3 clusters Score -33922.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33943.250000 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -33943.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33964.566406 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -33964.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33984.648438 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -33984.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34003.871094 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -34003.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34019.855469 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -34019.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34035.140625 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -34035.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34043.292969 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -34043.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34046.191406 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -34046.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34048.949219 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -34048.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34051.449219 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -34051.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34053.417969 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -34053.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34054.621094 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -34054.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34056.000000 Penalty: 576.812073
	Iteration 16Q: 3 clusters Score -34056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34056.253906 Penalty: 576.812073
	Iteration 17Q: 3 clusters Score -34056.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34056.253906 Penalty: 576.812073
	Iteration 18F: 3 clusters Score -34056.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -18907.119141 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -18907.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18564.582031 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -18564.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18631.203125 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -18631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18646.458984 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -18646.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18652.144531 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -18652.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18662.339844 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -18662.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18679.390625 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -18679.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18700.824219 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -18700.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18715.677734 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -18715.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18724.580078 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -18724.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18733.355469 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -18733.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18747.935547 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -18747.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18757.158203 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -18757.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18766.908203 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -18766.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18773.464844 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -18773.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18774.863281 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -18774.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18774.863281 Penalty: 509.792816
	Iteration 15F: 3 clusters Score -18774.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -10313.819336 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -10313.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10056.618164 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -10056.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10115.921875 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -10115.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10127.657227 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -10127.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10133.016602 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -10133.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10137.893555 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -10137.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10138.472656 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -10138.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10138.472656 Penalty: 467.357666
	Iteration 6F: 3 clusters Score -10138.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -8039.735840 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -8039.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7795.763184 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7795.763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7847.857910 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7847.858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7870.390625 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7870.391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7883.495117 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7883.495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7896.182129 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7896.182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7918.176270 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7918.176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7927.662109 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7927.662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7930.870605 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7930.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7932.771484 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -7932.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7934.980469 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -7934.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7940.466309 Penalty: 444.334991
	Iteration 10Q: 3 clusters Score -7940.466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7941.911621 Penalty: 444.334991
	Iteration 11Q: 3 clusters Score -7941.912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7941.911621 Penalty: 444.334991
	Iteration 12F: 3 clusters Score -7941.912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (15278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Entering Unmasked Estep 
Score: -934752.125000 Penalty: 438.354706
	Iteration 0F: 2 clusters Score -934752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -924648.250000 Penalty: 876.709412
	Iteration 0F: 3 clusters Score -924648.2 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -929032.750000 Penalty: 876.709412
	Iteration 1F: 3 clusters Score -929032.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -929688.062500 Penalty: 876.709412
	Iteration 2F: 3 clusters Score -929688.1 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -930672.625000 Penalty: 876.709412
	Iteration 3F: 3 clusters Score -930672.6 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -931874.625000 Penalty: 876.709412
	Iteration 4F: 3 clusters Score -931874.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -933068.937500 Penalty: 876.709412
	Iteration 5F: 3 clusters Score -933068.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -933858.750000 Penalty: 876.709412
	Iteration 6Q: 3 clusters Score -933858.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -934199.625000 Penalty: 876.709412
	Iteration 7Q: 3 clusters Score -934199.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -934299.750000 Penalty: 876.709412
	Iteration 8Q: 3 clusters Score -934299.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -934334.125000 Penalty: 876.709412
	Iteration 9Q: 3 clusters Score -934334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -934364.500000 Penalty: 876.709412
	Iteration 10Q: 3 clusters Score -934364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -934375.875000 Penalty: 876.709412
	Iteration 11Q: 3 clusters Score -934375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -934382.125000 Penalty: 876.709412
	Iteration 12Q: 3 clusters Score -934382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -934384.562500 Penalty: 876.709412
	Iteration 13Q: 3 clusters Score -934384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -934385.250000 Penalty: 876.709412
	Iteration 14Q: 3 clusters Score -934385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -934386.625000 Penalty: 876.709412
	Iteration 15Q: 3 clusters Score -934386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -934386.625000 Penalty: 876.709412
	Iteration 16F: 3 clusters Score -934386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -6228.523438 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -6228.523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6002.341309 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -6002.341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6053.540039 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -6053.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6091.883301 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -6091.883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6132.413086 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -6132.413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6182.838867 Penalty: 427.743713
	Iteration 4F: 3 clusters Score -6182.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6214.021973 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -6214.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6230.867188 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -6230.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6236.022461 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -6236.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6236.022461 Penalty: 427.743713
	Iteration 8F: 3 clusters Score -6236.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 53 contains 67 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 43 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58210776.000000 Penalty: 57900.906250
Splitting cluster 90 changes total score from -58211192.000000 to -58210776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 91 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -17788.585938 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -17788.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17449.683594 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -17449.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17544.080078 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -17544.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17578.605469 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -17578.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17584.673828 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -17584.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17585.484375 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -17585.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17585.632812 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -17585.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17585.632812 Penalty: 509.456421
	Iteration 6F: 3 clusters Score -17585.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -26517.546875 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -26517.55 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 213 members 
Entering Unmasked Estep 
Score: -26050.882812 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -26050.88 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26180.773438 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -26180.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26223.187500 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -26223.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26238.681641 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -26238.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26250.406250 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -26250.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26259.369141 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -26259.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26269.693359 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -26269.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26281.263672 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -26281.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26300.419922 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -26300.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26326.232422 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -26326.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26336.333984 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -26336.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26337.851562 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -26337.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26340.601562 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -26340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26343.294922 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -26343.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26345.210938 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -26345.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26345.976562 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -26345.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26346.308594 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -26346.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26346.308594 Penalty: 554.720032
	Iteration 17F: 3 clusters Score -26346.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120759 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 135420 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1818 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15278 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211252.000000 Penalty: 57271.550781
Iteration 359Q: 92 clusters Score -5.821125e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129569 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144863 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111974 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129309 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5137 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6416 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120302 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34200 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 136026 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1808 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 15055 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211404.000000 Penalty: 57271.550781
Iteration 360F: 92 clusters Score -5.82114e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129571 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15747 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144867 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111972 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5097 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6496 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119888 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 136587 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1798 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 14821 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211520.000000 Penalty: 57271.550781
Iteration 361Q: 92 clusters Score -5.821152e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129574 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15744 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10294 members 
Mstep: Class 17 contains 72702 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144871 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111971 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6556 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119579 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 137065 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1794 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 14590 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211476.000000 Penalty: 57271.550781
Iteration 362Q: 92 clusters Score -5.821148e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129580 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10336 members 
Mstep: Class 17 contains 72701 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144874 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111974 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129310 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4988 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6622 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119236 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34200 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 137581 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1790 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 14364 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211580.000000 Penalty: 57271.550781
Iteration 363Q: 92 clusters Score -5.821158e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111977 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129312 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4933 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6692 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118924 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 138044 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1791 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 14151 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211536.000000 Penalty: 57271.550781
Iteration 364Q: 92 clusters Score -5.821154e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129579 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15730 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144878 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111978 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129316 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4886 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 754 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6762 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118638 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34203 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 138479 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1792 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13939 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211392.000000 Penalty: 57271.550781
Iteration 365Q: 92 clusters Score -5.821139e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129588 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144874 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111981 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 129321 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4846 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6810 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118372 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 138903 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1794 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13733 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211364.000000 Penalty: 57271.550781
Iteration 366Q: 92 clusters Score -5.821136e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129594 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10470 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144872 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111982 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129325 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6847 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118089 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 139326 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1792 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13581 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211608.000000 Penalty: 57271.550781
Iteration 367Q: 92 clusters Score -5.821161e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129603 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144871 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111981 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129326 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4744 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6881 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117830 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34199 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 139741 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1789 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13425 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211936.000000 Penalty: 57271.550781
Iteration 368Q: 92 clusters Score -5.821194e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129614 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15714 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144873 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111980 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5811 members 
Mstep: Class 29 contains 129329 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4690 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6896 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117635 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34197 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 140116 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1790 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13275 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211924.000000 Penalty: 57271.550781
Iteration 369Q: 92 clusters Score -5.821192e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129618 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111983 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5814 members 
Mstep: Class 29 contains 129332 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4624 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117436 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34197 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 140480 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1790 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13151 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211960.000000 Penalty: 57271.550781
Iteration 370Q: 92 clusters Score -5.821196e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129619 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15701 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 635 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111988 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 129332 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6905 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117249 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34196 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 140854 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1783 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 13006 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212024.000000 Penalty: 57271.550781
Iteration 371Q: 92 clusters Score -5.821202e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129615 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15702 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111990 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129330 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4532 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6885 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117107 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34197 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 141195 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1776 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12861 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212020.000000 Penalty: 57271.550781
Iteration 372Q: 92 clusters Score -5.821202e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129613 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15704 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144873 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111995 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129325 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4481 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6873 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117016 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34197 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 141476 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1772 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12715 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212072.000000 Penalty: 57271.550781
Iteration 373Q: 92 clusters Score -5.821207e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129614 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10558 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144873 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129318 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4427 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6855 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116927 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34193 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 141779 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1764 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12582 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212024.000000 Penalty: 57271.550781
Iteration 374Q: 92 clusters Score -5.821202e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129615 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15702 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10569 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144873 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129313 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6815 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116856 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34191 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 142095 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1764 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12434 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211900.000000 Penalty: 57271.550781
Iteration 375Q: 92 clusters Score -5.82119e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129622 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10572 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144877 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129311 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4298 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6755 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116815 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34192 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 142393 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1759 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12307 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211928.000000 Penalty: 57271.550781
Iteration 376Q: 92 clusters Score -5.821193e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129630 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10576 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144875 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112000 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5817 members 
Mstep: Class 29 contains 129308 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4237 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6722 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116835 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34191 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 142633 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1759 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 12136 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212016.000000 Penalty: 57271.550781
Iteration 377Q: 92 clusters Score -5.821202e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129634 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 1428 members 
Mstep: Class 6 contains 8824 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 7104 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10570 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19286 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144879 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5818 members 
Mstep: Class 29 contains 129305 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4190 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6686 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116864 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34191 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 142861 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1753 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11967 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212224.000000 Penalty: 57271.550781
Iteration 378Q: 92 clusters Score -5.821222e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129635 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 7104 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10569 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144880 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5819 members 
Mstep: Class 29 contains 129300 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4153 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 278 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6652 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116872 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34193 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 143098 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1747 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11792 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212168.000000 Penalty: 57271.550781
Iteration 379Q: 92 clusters Score -5.821217e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129642 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10570 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19289 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144882 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5820 members 
Mstep: Class 29 contains 129298 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4119 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6628 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116931 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34193 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 143276 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1742 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212172.000000 Penalty: 57271.550781
Iteration 380F: 92 clusters Score -5.821217e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129649 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10565 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144881 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112001 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5822 members 
Mstep: Class 29 contains 129295 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4082 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6570 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 116965 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34191 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 143506 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1737 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11456 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212144.000000 Penalty: 57271.550781
Iteration 381Q: 92 clusters Score -5.821214e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129655 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1431 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19288 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144881 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 129292 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4042 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6513 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117032 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34191 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 143705 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1728 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11298 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212128.000000 Penalty: 57271.550781
Iteration 382Q: 92 clusters Score -5.821213e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129668 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144886 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111993 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 129282 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 4003 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 276 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6451 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117105 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34192 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 143863 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1730 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11168 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212260.000000 Penalty: 57271.550781
Iteration 383Q: 92 clusters Score -5.821226e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129683 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144888 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111992 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 129269 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3954 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 274 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6388 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117202 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34192 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144000 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1729 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 11050 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212320.000000 Penalty: 57271.550781
Iteration 384Q: 92 clusters Score -5.821232e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129686 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19286 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144889 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 129259 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3906 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6330 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117275 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34194 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144139 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1731 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10945 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212156.000000 Penalty: 57271.550781
Iteration 385Q: 92 clusters Score -5.821216e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129698 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144884 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111999 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5822 members 
Mstep: Class 29 contains 129250 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3848 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117377 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34195 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144268 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1731 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10838 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212124.000000 Penalty: 57271.550781
Iteration 386Q: 92 clusters Score -5.821212e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129702 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10506 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144881 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112003 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6222 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117514 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34197 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144355 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1724 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10726 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212476.000000 Penalty: 57271.550781
Iteration 387Q: 92 clusters Score -5.821248e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129701 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10499 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144883 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112005 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5824 members 
Mstep: Class 29 contains 129242 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6170 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117637 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34203 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144437 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1716 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10655 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212580.000000 Penalty: 57271.550781
Iteration 388Q: 92 clusters Score -5.821258e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129701 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144879 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112011 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 129239 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3652 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117745 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34203 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144528 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1712 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10587 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212480.000000 Penalty: 57271.550781
Iteration 389Q: 92 clusters Score -5.821248e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129699 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10504 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144877 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5827 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3583 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117837 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34204 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144644 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1715 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10501 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212500.000000 Penalty: 57271.550781
Iteration 390Q: 92 clusters Score -5.82125e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129693 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10500 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144875 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112018 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5827 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3529 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5977 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117927 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34205 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144769 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1716 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10431 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212440.000000 Penalty: 57271.550781
Iteration 391Q: 92 clusters Score -5.821244e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129681 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10499 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112021 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5827 members 
Mstep: Class 29 contains 129231 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5881 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118044 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34207 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144898 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1713 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10347 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212444.000000 Penalty: 57271.550781
Iteration 392Q: 92 clusters Score -5.821244e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129682 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112019 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5827 members 
Mstep: Class 29 contains 129231 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3431 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 271 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118201 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34210 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144983 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1708 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10259 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212340.000000 Penalty: 57271.550781
Iteration 393Q: 92 clusters Score -5.821234e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129679 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 703 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112018 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5826 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3385 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5708 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118381 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34215 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145034 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1705 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10176 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212320.000000 Penalty: 57271.550781
Iteration 394Q: 92 clusters Score -5.821232e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129676 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 708 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10473 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144876 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112019 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5828 members 
Mstep: Class 29 contains 129236 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5619 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118598 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34215 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145064 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1698 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 10082 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212244.000000 Penalty: 57271.550781
Iteration 395Q: 92 clusters Score -5.821224e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129671 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10464 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144880 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112019 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5828 members 
Mstep: Class 29 contains 129237 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3296 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5528 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118818 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34216 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145090 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1695 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9985 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212292.000000 Penalty: 57271.550781
Iteration 396Q: 92 clusters Score -5.821229e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129662 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19275 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112016 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5829 members 
Mstep: Class 29 contains 129239 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3252 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5431 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119051 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34220 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145135 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1690 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9864 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212344.000000 Penalty: 57271.550781
Iteration 397Q: 92 clusters Score -5.821234e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129654 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10444 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19272 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144888 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112015 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5832 members 
Mstep: Class 29 contains 129238 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3212 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5348 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119248 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34225 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145196 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1680 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9756 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212304.000000 Penalty: 57271.550781
Iteration 398Q: 92 clusters Score -5.82123e+07 nChanged 827
Entering ConstructFrom: 
Score: -58212304.000000 Penalty: 57271.550781
Entering ConstructFrom: 
Trying to split cluster 1 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -60494.750000 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -60494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -59657.566406 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -59657.57 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59910.382812 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -59910.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59997.316406 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -59997.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60061.757812 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -60061.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60112.445312 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -60112.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60187.195312 Penalty: 632.349670
	Iteration 5F: 3 clusters Score -60187.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60233.335938 Penalty: 632.349670
	Iteration 6F: 3 clusters Score -60233.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60268.667969 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -60268.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60296.417969 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -60296.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60313.074219 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -60313.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60320.113281 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -60320.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60324.558594 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -60324.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60327.164062 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -60327.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60329.542969 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -60329.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60332.968750 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -60332.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60333.781250 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -60333.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60333.781250 Penalty: 632.349670
	Iteration 16F: 3 clusters Score -60333.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129639 members 
Entering Unmasked Estep 
Score: -7752764.500000 Penalty: 535.649170
	Iteration 0F: 2 clusters Score -7752764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -7670548.000000 Penalty: 1071.298340
	Iteration 0F: 3 clusters Score -7670548 nChanged 63447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -7708661.000000 Penalty: 1071.298340
	Iteration 1F: 3 clusters Score -7708661 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -7709835.000000 Penalty: 1071.298340
	Iteration 2Q: 3 clusters Score -7709835 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -7711413.000000 Penalty: 1071.298340
	Iteration 3Q: 3 clusters Score -7711413 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -7713896.000000 Penalty: 1071.298340
	Iteration 4Q: 3 clusters Score -7713896 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -7717761.000000 Penalty: 1071.298340
	Iteration 5F: 3 clusters Score -7717761 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -7723837.500000 Penalty: 1071.298340
	Iteration 6F: 3 clusters Score -7723838 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -7730890.500000 Penalty: 1071.298340
	Iteration 7F: 3 clusters Score -7730890 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -7735077.500000 Penalty: 1071.298340
	Iteration 8F: 3 clusters Score -7735078 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -7736332.500000 Penalty: 1071.298340
	Iteration 9Q: 3 clusters Score -7736332 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -7736637.000000 Penalty: 1071.298340
	Iteration 10Q: 3 clusters Score -7736637 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -7736843.500000 Penalty: 1071.298340
	Iteration 11Q: 3 clusters Score -7736844 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -7737051.500000 Penalty: 1071.298340
	Iteration 12Q: 3 clusters Score -7737052 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -7737237.000000 Penalty: 1071.298340
	Iteration 13Q: 3 clusters Score -7737237 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -7737454.500000 Penalty: 1071.298340
	Iteration 14Q: 3 clusters Score -7737454 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -7737713.000000 Penalty: 1071.298340
	Iteration 15Q: 3 clusters Score -7737713 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -7738101.500000 Penalty: 1071.298340
	Iteration 16Q: 3 clusters Score -7738102 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -7738394.000000 Penalty: 1071.298340
	Iteration 17Q: 3 clusters Score -7738394 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -7738789.000000 Penalty: 1071.298340
	Iteration 18Q: 3 clusters Score -7738789 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -7739214.500000 Penalty: 1071.298340
	Iteration 19Q: 3 clusters Score -7739214 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -7739742.500000 Penalty: 1071.298340
	Iteration 20F: 3 clusters Score -7739742 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -7740323.000000 Penalty: 1071.298340
	Iteration 21Q: 3 clusters Score -7740323 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -7740981.000000 Penalty: 1071.298340
	Iteration 22Q: 3 clusters Score -7740981 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -7741720.500000 Penalty: 1071.298340
	Iteration 23Q: 3 clusters Score -7741720 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -7742366.000000 Penalty: 1071.298340
	Iteration 24Q: 3 clusters Score -7742366 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -7743132.500000 Penalty: 1071.298340
	Iteration 25Q: 3 clusters Score -7743132 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -7743929.000000 Penalty: 1071.298340
	Iteration 26Q: 3 clusters Score -7743929 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -7744794.500000 Penalty: 1071.298340
	Iteration 27Q: 3 clusters Score -7744794 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -7745671.000000 Penalty: 1071.298340
	Iteration 28Q: 3 clusters Score -7745671 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -7746534.000000 Penalty: 1071.298340
	Iteration 29Q: 3 clusters Score -7746534 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -7747361.000000 Penalty: 1071.298340
	Iteration 30Q: 3 clusters Score -7747361 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -7748159.000000 Penalty: 1071.298340
	Iteration 31Q: 3 clusters Score -7748159 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -7748883.500000 Penalty: 1071.298340
	Iteration 32Q: 3 clusters Score -7748884 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -7749519.000000 Penalty: 1071.298340
	Iteration 33Q: 3 clusters Score -7749519 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -7750079.000000 Penalty: 1071.298340
	Iteration 34Q: 3 clusters Score -7750079 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -7750672.500000 Penalty: 1071.298340
	Iteration 35Q: 3 clusters Score -7750672 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -7751034.500000 Penalty: 1071.298340
	Iteration 36Q: 3 clusters Score -7751034 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -7751385.500000 Penalty: 1071.298340
	Iteration 37Q: 3 clusters Score -7751386 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -7751636.500000 Penalty: 1071.298340
	Iteration 38Q: 3 clusters Score -7751636 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -7751773.500000 Penalty: 1071.298340
	Iteration 39Q: 3 clusters Score -7751774 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 128820 members 
Entering Unmasked Estep 
Score: -7751964.500000 Penalty: 1071.298340
	Iteration 40F: 3 clusters Score -7751964 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -7752123.000000 Penalty: 1071.298340
	Iteration 41Q: 3 clusters Score -7752123 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -7752225.500000 Penalty: 1071.298340
	Iteration 42Q: 3 clusters Score -7752226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129410 members 
Entering Unmasked Estep 
Score: -7752244.000000 Penalty: 1071.298340
	Iteration 43Q: 3 clusters Score -7752244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129459 members 
Entering Unmasked Estep 
Score: -7752283.500000 Penalty: 1071.298340
	Iteration 44Q: 3 clusters Score -7752284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 129490 members 
Entering Unmasked Estep 
Score: -7752307.000000 Penalty: 1071.298340
	Iteration 45Q: 3 clusters Score -7752307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -7752319.000000 Penalty: 1071.298340
	Iteration 46Q: 3 clusters Score -7752319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -7752318.000000 Penalty: 1071.298340
	Iteration 47Q: 3 clusters Score -7752318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -7752322.500000 Penalty: 1071.298340
	Iteration 48Q: 3 clusters Score -7752322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -7752323.000000 Penalty: 1071.298340
	Iteration 49Q: 3 clusters Score -7752323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -7752319.500000 Penalty: 1071.298340
	Iteration 50Q: 3 clusters Score -7752320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -7752321.000000 Penalty: 1071.298340
	Iteration 51Q: 3 clusters Score -7752321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -7752321.500000 Penalty: 1071.298340
	Iteration 52Q: 3 clusters Score -7752322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -7752323.000000 Penalty: 1071.298340
	Iteration 53Q: 3 clusters Score -7752323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -7752322.500000 Penalty: 1071.298340
	Iteration 54Q: 3 clusters Score -7752322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -7752322.500000 Penalty: 1071.298340
	Iteration 55F: 3 clusters Score -7752322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4851.920898 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4851.921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4661.692383 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4661.692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4720.889648 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4720.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4782.657715 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -4782.658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4817.844727 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4817.845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4820.870605 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -4820.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4820.870605 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -4820.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Entering Unmasked Estep 
Score: -940192.687500 Penalty: 439.542236
	Iteration 0F: 2 clusters Score -940192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -929727.312500 Penalty: 879.084473
	Iteration 0F: 3 clusters Score -929727.3 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -934443.437500 Penalty: 879.084473
	Iteration 1F: 3 clusters Score -934443.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -935049.687500 Penalty: 879.084473
	Iteration 2F: 3 clusters Score -935049.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -935679.375000 Penalty: 879.084473
	Iteration 3F: 3 clusters Score -935679.4 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -936383.812500 Penalty: 879.084473
	Iteration 4F: 3 clusters Score -936383.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -937107.125000 Penalty: 879.084473
	Iteration 5F: 3 clusters Score -937107.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -937683.750000 Penalty: 879.084473
	Iteration 6F: 3 clusters Score -937683.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -938051.062500 Penalty: 879.084473
	Iteration 7Q: 3 clusters Score -938051.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -938275.750000 Penalty: 879.084473
	Iteration 8Q: 3 clusters Score -938275.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -938413.250000 Penalty: 879.084473
	Iteration 9Q: 3 clusters Score -938413.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -938511.375000 Penalty: 879.084473
	Iteration 10Q: 3 clusters Score -938511.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -938616.750000 Penalty: 879.084473
	Iteration 11Q: 3 clusters Score -938616.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -938721.187500 Penalty: 879.084473
	Iteration 12Q: 3 clusters Score -938721.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -938819.437500 Penalty: 879.084473
	Iteration 13Q: 3 clusters Score -938819.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -938925.500000 Penalty: 879.084473
	Iteration 14Q: 3 clusters Score -938925.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -939019.500000 Penalty: 879.084473
	Iteration 15Q: 3 clusters Score -939019.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -939109.625000 Penalty: 879.084473
	Iteration 16Q: 3 clusters Score -939109.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -939185.500000 Penalty: 879.084473
	Iteration 17Q: 3 clusters Score -939185.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -939268.312500 Penalty: 879.084473
	Iteration 18Q: 3 clusters Score -939268.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -939361.562500 Penalty: 879.084473
	Iteration 19Q: 3 clusters Score -939361.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -939433.812500 Penalty: 879.084473
	Iteration 20F: 3 clusters Score -939433.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -939506.812500 Penalty: 879.084473
	Iteration 21Q: 3 clusters Score -939506.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -939549.062500 Penalty: 879.084473
	Iteration 22Q: 3 clusters Score -939549.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -939589.812500 Penalty: 879.084473
	Iteration 23Q: 3 clusters Score -939589.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -939630.375000 Penalty: 879.084473
	Iteration 24Q: 3 clusters Score -939630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -939660.437500 Penalty: 879.084473
	Iteration 25Q: 3 clusters Score -939660.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -939691.937500 Penalty: 879.084473
	Iteration 26Q: 3 clusters Score -939691.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -939726.312500 Penalty: 879.084473
	Iteration 27Q: 3 clusters Score -939726.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -939748.500000 Penalty: 879.084473
	Iteration 28Q: 3 clusters Score -939748.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -939764.062500 Penalty: 879.084473
	Iteration 29Q: 3 clusters Score -939764.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -939777.125000 Penalty: 879.084473
	Iteration 30Q: 3 clusters Score -939777.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -939785.812500 Penalty: 879.084473
	Iteration 31Q: 3 clusters Score -939785.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -939798.125000 Penalty: 879.084473
	Iteration 32Q: 3 clusters Score -939798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -939804.187500 Penalty: 879.084473
	Iteration 33Q: 3 clusters Score -939804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -939810.000000 Penalty: 879.084473
	Iteration 34Q: 3 clusters Score -939810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -939811.937500 Penalty: 879.084473
	Iteration 35Q: 3 clusters Score -939811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -939814.062500 Penalty: 879.084473
	Iteration 36Q: 3 clusters Score -939814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -939815.250000 Penalty: 879.084473
	Iteration 37Q: 3 clusters Score -939815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -939817.000000 Penalty: 879.084473
	Iteration 38Q: 3 clusters Score -939817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -939817.375000 Penalty: 879.084473
	Iteration 39Q: 3 clusters Score -939817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -939817.437500 Penalty: 879.084473
	Iteration 40F: 3 clusters Score -939817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -70472.718750 Penalty: 327.788788
	Iteration 0F: 2 clusters Score -70472.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -69458.734375 Penalty: 655.577576
	Iteration 0F: 3 clusters Score -69458.73 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -69828.359375 Penalty: 655.577576
	Iteration 1F: 3 clusters Score -69828.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -69882.421875 Penalty: 655.577576
	Iteration 2F: 3 clusters Score -69882.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -69916.351562 Penalty: 655.577576
	Iteration 3Q: 3 clusters Score -69916.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69940.195312 Penalty: 655.577576
	Iteration 4Q: 3 clusters Score -69940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69965.195312 Penalty: 655.577576
	Iteration 5Q: 3 clusters Score -69965.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69988.781250 Penalty: 655.577576
	Iteration 6Q: 3 clusters Score -69988.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70018.843750 Penalty: 655.577576
	Iteration 7Q: 3 clusters Score -70018.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70048.703125 Penalty: 655.577576
	Iteration 8Q: 3 clusters Score -70048.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70088.539062 Penalty: 655.577576
	Iteration 9Q: 3 clusters Score -70088.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70136.648438 Penalty: 655.577576
	Iteration 10Q: 3 clusters Score -70136.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70188.281250 Penalty: 655.577576
	Iteration 11Q: 3 clusters Score -70188.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70215.890625 Penalty: 655.577576
	Iteration 12Q: 3 clusters Score -70215.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70230.390625 Penalty: 655.577576
	Iteration 13Q: 3 clusters Score -70230.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70244.296875 Penalty: 655.577576
	Iteration 14Q: 3 clusters Score -70244.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70251.062500 Penalty: 655.577576
	Iteration 15Q: 3 clusters Score -70251.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70255.000000 Penalty: 655.577576
	Iteration 16Q: 3 clusters Score -70255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -70258.992188 Penalty: 655.577576
	Iteration 17Q: 3 clusters Score -70258.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70264.937500 Penalty: 655.577576
	Iteration 18Q: 3 clusters Score -70264.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70271.265625 Penalty: 655.577576
	Iteration 19Q: 3 clusters Score -70271.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70275.812500 Penalty: 655.577576
	Iteration 20F: 3 clusters Score -70275.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -70284.640625 Penalty: 655.577576
	Iteration 21Q: 3 clusters Score -70284.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70291.515625 Penalty: 655.577576
	Iteration 22Q: 3 clusters Score -70291.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70300.656250 Penalty: 655.577576
	Iteration 23Q: 3 clusters Score -70300.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70310.234375 Penalty: 655.577576
	Iteration 24Q: 3 clusters Score -70310.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70315.195312 Penalty: 655.577576
	Iteration 25Q: 3 clusters Score -70315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70319.218750 Penalty: 655.577576
	Iteration 26Q: 3 clusters Score -70319.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70321.671875 Penalty: 655.577576
	Iteration 27Q: 3 clusters Score -70321.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -70324.554688 Penalty: 655.577576
	Iteration 28Q: 3 clusters Score -70324.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70326.687500 Penalty: 655.577576
	Iteration 29Q: 3 clusters Score -70326.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70327.179688 Penalty: 655.577576
	Iteration 30Q: 3 clusters Score -70327.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70327.281250 Penalty: 655.577576
	Iteration 31Q: 3 clusters Score -70327.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70327.281250 Penalty: 655.577576
	Iteration 32F: 3 clusters Score -70327.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -532929.937500 Penalty: 413.424377
	Iteration 0F: 2 clusters Score -532929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -527052.687500 Penalty: 826.848755
	Iteration 0F: 3 clusters Score -527052.7 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -529221.250000 Penalty: 826.848755
	Iteration 1F: 3 clusters Score -529221.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -529463.937500 Penalty: 826.848755
	Iteration 2F: 3 clusters Score -529463.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -529813.812500 Penalty: 826.848755
	Iteration 3F: 3 clusters Score -529813.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -530307.062500 Penalty: 826.848755
	Iteration 4F: 3 clusters Score -530307.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -530907.187500 Penalty: 826.848755
	Iteration 5F: 3 clusters Score -530907.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -531444.812500 Penalty: 826.848755
	Iteration 6F: 3 clusters Score -531444.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -531735.250000 Penalty: 826.848755
	Iteration 7Q: 3 clusters Score -531735.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -531865.312500 Penalty: 826.848755
	Iteration 8Q: 3 clusters Score -531865.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -531943.937500 Penalty: 826.848755
	Iteration 9Q: 3 clusters Score -531943.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -532024.312500 Penalty: 826.848755
	Iteration 10Q: 3 clusters Score -532024.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -532089.250000 Penalty: 826.848755
	Iteration 11Q: 3 clusters Score -532089.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -532145.312500 Penalty: 826.848755
	Iteration 12Q: 3 clusters Score -532145.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -532188.437500 Penalty: 826.848755
	Iteration 13Q: 3 clusters Score -532188.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -532217.750000 Penalty: 826.848755
	Iteration 14Q: 3 clusters Score -532217.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -532237.562500 Penalty: 826.848755
	Iteration 15Q: 3 clusters Score -532237.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -532247.500000 Penalty: 826.848755
	Iteration 16Q: 3 clusters Score -532247.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -532260.187500 Penalty: 826.848755
	Iteration 17Q: 3 clusters Score -532260.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -532268.937500 Penalty: 826.848755
	Iteration 18Q: 3 clusters Score -532268.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -532278.187500 Penalty: 826.848755
	Iteration 19Q: 3 clusters Score -532278.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -532282.375000 Penalty: 826.848755
	Iteration 20F: 3 clusters Score -532282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -532287.437500 Penalty: 826.848755
	Iteration 21Q: 3 clusters Score -532287.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -532292.312500 Penalty: 826.848755
	Iteration 22Q: 3 clusters Score -532292.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -532296.500000 Penalty: 826.848755
	Iteration 23Q: 3 clusters Score -532296.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -532299.062500 Penalty: 826.848755
	Iteration 24Q: 3 clusters Score -532299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -532303.187500 Penalty: 826.848755
	Iteration 25Q: 3 clusters Score -532303.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -532307.437500 Penalty: 826.848755
	Iteration 26Q: 3 clusters Score -532307.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -532312.937500 Penalty: 826.848755
	Iteration 27Q: 3 clusters Score -532312.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -532320.562500 Penalty: 826.848755
	Iteration 28Q: 3 clusters Score -532320.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -532327.687500 Penalty: 826.848755
	Iteration 29Q: 3 clusters Score -532327.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -532331.812500 Penalty: 826.848755
	Iteration 30Q: 3 clusters Score -532331.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -532338.812500 Penalty: 826.848755
	Iteration 31Q: 3 clusters Score -532338.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -532344.250000 Penalty: 826.848755
	Iteration 32Q: 3 clusters Score -532344.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -532346.875000 Penalty: 826.848755
	Iteration 33Q: 3 clusters Score -532346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -532347.375000 Penalty: 826.848755
	Iteration 34Q: 3 clusters Score -532347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -532349.125000 Penalty: 826.848755
	Iteration 35Q: 3 clusters Score -532349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -532351.750000 Penalty: 826.848755
	Iteration 36Q: 3 clusters Score -532351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -532352.687500 Penalty: 826.848755
	Iteration 37Q: 3 clusters Score -532352.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -532354.250000 Penalty: 826.848755
	Iteration 38Q: 3 clusters Score -532354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -532354.562500 Penalty: 826.848755
	Iteration 39Q: 3 clusters Score -532354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -532357.062500 Penalty: 826.848755
	Iteration 40F: 3 clusters Score -532357.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -532357.750000 Penalty: 826.848755
	Iteration 41Q: 3 clusters Score -532357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -532360.375000 Penalty: 826.848755
	Iteration 42Q: 3 clusters Score -532360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -532362.000000 Penalty: 826.848755
	Iteration 43Q: 3 clusters Score -532362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -532362.937500 Penalty: 826.848755
	Iteration 44Q: 3 clusters Score -532362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -532364.187500 Penalty: 826.848755
	Iteration 45Q: 3 clusters Score -532364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -532366.562500 Penalty: 826.848755
	Iteration 46Q: 3 clusters Score -532366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -532367.375000 Penalty: 826.848755
	Iteration 47Q: 3 clusters Score -532367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -532368.500000 Penalty: 826.848755
	Iteration 48Q: 3 clusters Score -532368.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -532369.437500 Penalty: 826.848755
	Iteration 49Q: 3 clusters Score -532369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -532370.125000 Penalty: 826.848755
	Iteration 50Q: 3 clusters Score -532370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -532371.437500 Penalty: 826.848755
	Iteration 51Q: 3 clusters Score -532371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -532373.812500 Penalty: 826.848755
	Iteration 52Q: 3 clusters Score -532373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -532374.875000 Penalty: 826.848755
	Iteration 53Q: 3 clusters Score -532374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -532377.312500 Penalty: 826.848755
	Iteration 54Q: 3 clusters Score -532377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -532377.937500 Penalty: 826.848755
	Iteration 55Q: 3 clusters Score -532377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -532379.000000 Penalty: 826.848755
	Iteration 56Q: 3 clusters Score -532379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -532379.687500 Penalty: 826.848755
	Iteration 57Q: 3 clusters Score -532379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -532380.562500 Penalty: 826.848755
	Iteration 58Q: 3 clusters Score -532380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -532381.437500 Penalty: 826.848755
	Iteration 59Q: 3 clusters Score -532381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -532382.562500 Penalty: 826.848755
	Iteration 60F: 3 clusters Score -532382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -532382.562500 Penalty: 826.848755
	Iteration 61Q: 3 clusters Score -532382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -532382.687500 Penalty: 826.848755
	Iteration 62Q: 3 clusters Score -532382.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -532383.875000 Penalty: 826.848755
	Iteration 63Q: 3 clusters Score -532383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -532383.625000 Penalty: 826.848755
	Iteration 64Q: 3 clusters Score -532383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -532383.062500 Penalty: 826.848755
	Iteration 65Q: 3 clusters Score -532383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -532383.437500 Penalty: 826.848755
	Iteration 66Q: 3 clusters Score -532383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -532385.000000 Penalty: 826.848755
	Iteration 67Q: 3 clusters Score -532385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -532386.062500 Penalty: 826.848755
	Iteration 68Q: 3 clusters Score -532386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -532385.875000 Penalty: 826.848755
	Iteration 69Q: 3 clusters Score -532385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -532387.312500 Penalty: 826.848755
	Iteration 70Q: 3 clusters Score -532387.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -532386.625000 Penalty: 826.848755
	Iteration 71Q: 3 clusters Score -532386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -532385.937500 Penalty: 826.848755
	Iteration 72Q: 3 clusters Score -532385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -532386.250000 Penalty: 826.848755
	Iteration 73Q: 3 clusters Score -532386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -532386.250000 Penalty: 826.848755
	Iteration 74F: 3 clusters Score -532386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -82607.007812 Penalty: 329.187897
	Iteration 0F: 2 clusters Score -82607.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -81583.953125 Penalty: 658.375793
	Iteration 0F: 3 clusters Score -81583.95 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -81894.570312 Penalty: 658.375793
	Iteration 1F: 3 clusters Score -81894.57 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -81963.617188 Penalty: 658.375793
	Iteration 2F: 3 clusters Score -81963.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82026.226562 Penalty: 658.375793
	Iteration 3F: 3 clusters Score -82026.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82070.640625 Penalty: 658.375793
	Iteration 4F: 3 clusters Score -82070.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82102.296875 Penalty: 658.375793
	Iteration 5Q: 3 clusters Score -82102.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82128.984375 Penalty: 658.375793
	Iteration 6Q: 3 clusters Score -82128.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82152.312500 Penalty: 658.375793
	Iteration 7Q: 3 clusters Score -82152.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82168.882812 Penalty: 658.375793
	Iteration 8Q: 3 clusters Score -82168.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82179.500000 Penalty: 658.375793
	Iteration 9Q: 3 clusters Score -82179.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82189.421875 Penalty: 658.375793
	Iteration 10Q: 3 clusters Score -82189.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82198.976562 Penalty: 658.375793
	Iteration 11Q: 3 clusters Score -82198.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82207.828125 Penalty: 658.375793
	Iteration 12Q: 3 clusters Score -82207.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82211.984375 Penalty: 658.375793
	Iteration 13Q: 3 clusters Score -82211.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82216.757812 Penalty: 658.375793
	Iteration 14Q: 3 clusters Score -82216.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82224.289062 Penalty: 658.375793
	Iteration 15Q: 3 clusters Score -82224.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82231.070312 Penalty: 658.375793
	Iteration 16Q: 3 clusters Score -82231.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82238.367188 Penalty: 658.375793
	Iteration 17Q: 3 clusters Score -82238.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82245.835938 Penalty: 658.375793
	Iteration 18Q: 3 clusters Score -82245.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82252.546875 Penalty: 658.375793
	Iteration 19Q: 3 clusters Score -82252.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82258.656250 Penalty: 658.375793
	Iteration 20F: 3 clusters Score -82258.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82262.976562 Penalty: 658.375793
	Iteration 21Q: 3 clusters Score -82262.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82267.195312 Penalty: 658.375793
	Iteration 22Q: 3 clusters Score -82267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82271.054688 Penalty: 658.375793
	Iteration 23Q: 3 clusters Score -82271.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82274.343750 Penalty: 658.375793
	Iteration 24Q: 3 clusters Score -82274.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82276.359375 Penalty: 658.375793
	Iteration 25Q: 3 clusters Score -82276.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82278.890625 Penalty: 658.375793
	Iteration 26Q: 3 clusters Score -82278.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82281.429688 Penalty: 658.375793
	Iteration 27Q: 3 clusters Score -82281.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82284.187500 Penalty: 658.375793
	Iteration 28Q: 3 clusters Score -82284.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82286.625000 Penalty: 658.375793
	Iteration 29Q: 3 clusters Score -82286.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82287.117188 Penalty: 658.375793
	Iteration 30Q: 3 clusters Score -82287.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82287.875000 Penalty: 658.375793
	Iteration 31Q: 3 clusters Score -82287.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82290.007812 Penalty: 658.375793
	Iteration 32Q: 3 clusters Score -82290.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82290.007812 Penalty: 658.375793
	Iteration 33F: 3 clusters Score -82290.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25413.626953 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25413.63 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25567.259766 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25567.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25611.833984 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25611.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25645.080078 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -25645.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25659.486328 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25659.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25672.433594 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25672.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25691.921875 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25691.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25708.617188 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25708.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25719.542969 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25719.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25738.449219 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25738.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25756.904297 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25756.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25780.082031 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25780.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25785.843750 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -25785.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25788.798828 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -25788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25790.281250 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -25790.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25792.419922 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -25792.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25797.041016 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -25797.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25801.892578 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -25801.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25809.375000 Penalty: 553.273926
	Iteration 18Q: 3 clusters Score -25809.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25821.916016 Penalty: 553.273926
	Iteration 19Q: 3 clusters Score -25821.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25834.812500 Penalty: 553.273926
	Iteration 20F: 3 clusters Score -25834.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25838.429688 Penalty: 553.273926
	Iteration 21Q: 3 clusters Score -25838.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25842.943359 Penalty: 553.273926
	Iteration 22Q: 3 clusters Score -25842.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25846.121094 Penalty: 553.273926
	Iteration 23Q: 3 clusters Score -25846.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25847.101562 Penalty: 553.273926
	Iteration 24Q: 3 clusters Score -25847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25847.101562 Penalty: 553.273926
	Iteration 25F: 3 clusters Score -25847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 157 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 280 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211812.000000 Penalty: 57900.906250
Splitting cluster 8 changes total score from -58212304.000000 to -58211812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -40394.539062 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40394.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39783.808594 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -39783.81 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39940.921875 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -39940.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39979.812500 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -39979.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40003.402344 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -40003.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40022.835938 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -40022.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -40041.773438 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -40041.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40061.394531 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -40061.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40075.429688 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40075.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40090.796875 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -40102.140625 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40102.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40112.867188 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40112.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -40117.570312 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40117.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40119.707031 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40119.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40121.031250 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40121.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -40125.035156 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40125.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40128.492188 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40128.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40132.039062 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40132.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40135.261719 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40135.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40136.199219 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40137.480469 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -40137.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -40137.960938 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -40137.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16111.724609 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16111.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16194.184570 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16194.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16214.719727 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16214.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16222.489258 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16222.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16232.458008 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16232.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16236.111328 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16236.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16236.862305 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16236.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16241.547852 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16241.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16247.417969 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16247.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16259.209961 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16259.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16263.443359 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16263.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16264.976562 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16264.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16268.315430 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -16268.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16270.542969 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -16270.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16273.081055 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -16273.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16276.261719 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -16276.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16279.178711 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -16279.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16282.122070 Penalty: 507.066010
	Iteration 17Q: 3 clusters Score -16282.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16288.085938 Penalty: 507.066010
	Iteration 18Q: 3 clusters Score -16288.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16292.961914 Penalty: 507.066010
	Iteration 19Q: 3 clusters Score -16292.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16295.174805 Penalty: 507.066010
	Iteration 20F: 3 clusters Score -16295.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16298.533203 Penalty: 507.066010
	Iteration 21Q: 3 clusters Score -16298.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16300.293945 Penalty: 507.066010
	Iteration 22Q: 3 clusters Score -16300.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16302.008789 Penalty: 507.066010
	Iteration 23Q: 3 clusters Score -16302.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16302.008789 Penalty: 507.066010
	Iteration 24F: 3 clusters Score -16302.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -42176.808594 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -42176.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41540.707031 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -41540.71 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41748.437500 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -41748.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41814.390625 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -41814.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41849.210938 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -41849.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41874.324219 Penalty: 600.464294
	Iteration 4Q: 3 clusters Score -41874.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41897.257812 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -41897.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41909.972656 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -41909.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41919.476562 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -41919.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41926.355469 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -41926.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41930.617188 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -41930.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41933.824219 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -41933.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41935.515625 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -41935.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41939.128906 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -41939.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41942.417969 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -41942.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41943.277344 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -41943.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41945.671875 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -41945.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41947.203125 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -41947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41949.199219 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -41949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41949.726562 Penalty: 600.464294
	Iteration 18Q: 3 clusters Score -41949.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41950.406250 Penalty: 600.464294
	Iteration 19Q: 3 clusters Score -41950.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41951.148438 Penalty: 600.464294
	Iteration 20F: 3 clusters Score -41951.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41952.730469 Penalty: 600.464294
	Iteration 21Q: 3 clusters Score -41952.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41956.195312 Penalty: 600.464294
	Iteration 22Q: 3 clusters Score -41956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41958.773438 Penalty: 600.464294
	Iteration 23Q: 3 clusters Score -41958.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41959.085938 Penalty: 600.464294
	Iteration 24Q: 3 clusters Score -41959.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41959.085938 Penalty: 600.464294
	Iteration 25F: 3 clusters Score -41959.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -411995.031250 Penalty: 403.564026
	Iteration 0F: 2 clusters Score -411995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -407241.718750 Penalty: 807.128052
	Iteration 0F: 3 clusters Score -407241.7 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -409306.187500 Penalty: 807.128052
	Iteration 1F: 3 clusters Score -409306.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -409711.156250 Penalty: 807.128052
	Iteration 2F: 3 clusters Score -409711.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -410206.093750 Penalty: 807.128052
	Iteration 3F: 3 clusters Score -410206.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -410736.875000 Penalty: 807.128052
	Iteration 4F: 3 clusters Score -410736.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -411272.156250 Penalty: 807.128052
	Iteration 5F: 3 clusters Score -411272.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -411602.531250 Penalty: 807.128052
	Iteration 6Q: 3 clusters Score -411602.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -411682.000000 Penalty: 807.128052
	Iteration 7Q: 3 clusters Score -411682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -411716.687500 Penalty: 807.128052
	Iteration 8Q: 3 clusters Score -411716.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -411734.468750 Penalty: 807.128052
	Iteration 9Q: 3 clusters Score -411734.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -411746.937500 Penalty: 807.128052
	Iteration 10Q: 3 clusters Score -411746.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -411756.156250 Penalty: 807.128052
	Iteration 11Q: 3 clusters Score -411756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -411764.156250 Penalty: 807.128052
	Iteration 12Q: 3 clusters Score -411764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -411770.437500 Penalty: 807.128052
	Iteration 13Q: 3 clusters Score -411770.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -411776.531250 Penalty: 807.128052
	Iteration 14Q: 3 clusters Score -411776.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -411776.531250 Penalty: 807.128052
	Iteration 15Q: 3 clusters Score -411776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -411777.687500 Penalty: 807.128052
	Iteration 16Q: 3 clusters Score -411777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -411780.812500 Penalty: 807.128052
	Iteration 17Q: 3 clusters Score -411780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -411784.406250 Penalty: 807.128052
	Iteration 18Q: 3 clusters Score -411784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -411790.437500 Penalty: 807.128052
	Iteration 19Q: 3 clusters Score -411790.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -411795.562500 Penalty: 807.128052
	Iteration 20F: 3 clusters Score -411795.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -411799.937500 Penalty: 807.128052
	Iteration 21Q: 3 clusters Score -411799.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -411803.062500 Penalty: 807.128052
	Iteration 22Q: 3 clusters Score -411803.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -411806.750000 Penalty: 807.128052
	Iteration 23Q: 3 clusters Score -411806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -411807.937500 Penalty: 807.128052
	Iteration 24Q: 3 clusters Score -411807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -411808.812500 Penalty: 807.128052
	Iteration 25Q: 3 clusters Score -411808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -411810.375000 Penalty: 807.128052
	Iteration 26Q: 3 clusters Score -411810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -411812.031250 Penalty: 807.128052
	Iteration 27Q: 3 clusters Score -411812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -411814.906250 Penalty: 807.128052
	Iteration 28Q: 3 clusters Score -411814.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -411817.500000 Penalty: 807.128052
	Iteration 29Q: 3 clusters Score -411817.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -411821.062500 Penalty: 807.128052
	Iteration 30Q: 3 clusters Score -411821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -411822.687500 Penalty: 807.128052
	Iteration 31Q: 3 clusters Score -411822.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -411827.031250 Penalty: 807.128052
	Iteration 32Q: 3 clusters Score -411827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -411830.531250 Penalty: 807.128052
	Iteration 33Q: 3 clusters Score -411830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -411832.625000 Penalty: 807.128052
	Iteration 34Q: 3 clusters Score -411832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -411833.093750 Penalty: 807.128052
	Iteration 35Q: 3 clusters Score -411833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -411834.531250 Penalty: 807.128052
	Iteration 36Q: 3 clusters Score -411834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -411835.187500 Penalty: 807.128052
	Iteration 37Q: 3 clusters Score -411835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -411836.343750 Penalty: 807.128052
	Iteration 38Q: 3 clusters Score -411836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -411837.812500 Penalty: 807.128052
	Iteration 39Q: 3 clusters Score -411837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -411837.812500 Penalty: 807.128052
	Iteration 40F: 3 clusters Score -411837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -411837.468750 Penalty: 807.128052
	Iteration 41Q: 3 clusters Score -411837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -411838.156250 Penalty: 807.128052
	Iteration 42Q: 3 clusters Score -411838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -411838.000000 Penalty: 807.128052
	Iteration 43Q: 3 clusters Score -411838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -411837.593750 Penalty: 807.128052
	Iteration 44Q: 3 clusters Score -411837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -411837.593750 Penalty: 807.128052
	Iteration 45F: 3 clusters Score -411837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Entering Unmasked Estep 
Score: -873803.687500 Penalty: 435.535187
	Iteration 0F: 2 clusters Score -873803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -864281.750000 Penalty: 871.070374
	Iteration 0F: 3 clusters Score -864281.8 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -867898.062500 Penalty: 871.070374
	Iteration 1F: 3 clusters Score -867898.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -868193.437500 Penalty: 871.070374
	Iteration 2Q: 3 clusters Score -868193.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -868736.812500 Penalty: 871.070374
	Iteration 3F: 3 clusters Score -868736.8 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -869775.312500 Penalty: 871.070374
	Iteration 4F: 3 clusters Score -869775.3 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -871212.875000 Penalty: 871.070374
	Iteration 5F: 3 clusters Score -871212.9 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -872458.750000 Penalty: 871.070374
	Iteration 6F: 3 clusters Score -872458.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -873135.250000 Penalty: 871.070374
	Iteration 7Q: 3 clusters Score -873135.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -873383.500000 Penalty: 871.070374
	Iteration 8Q: 3 clusters Score -873383.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -873459.125000 Penalty: 871.070374
	Iteration 9Q: 3 clusters Score -873459.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -873485.562500 Penalty: 871.070374
	Iteration 10Q: 3 clusters Score -873485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -873501.187500 Penalty: 871.070374
	Iteration 11Q: 3 clusters Score -873501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -873505.937500 Penalty: 871.070374
	Iteration 12Q: 3 clusters Score -873505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -873507.937500 Penalty: 871.070374
	Iteration 13Q: 3 clusters Score -873507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -873507.937500 Penalty: 871.070374
	Iteration 14F: 3 clusters Score -873507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -24828.029297 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -24828.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24386.531250 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -24386.53 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24569.275391 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -24569.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24680.546875 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -24680.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24758.509766 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -24758.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24792.085938 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -24792.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24811.812500 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -24811.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24820.669922 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -24820.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24824.861328 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -24824.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24830.353516 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -24830.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24831.277344 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -24831.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24831.277344 Penalty: 554.103088
	Iteration 10F: 3 clusters Score -24831.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 127 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 314 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211820.000000 Penalty: 57900.906250
Splitting cluster 14 changes total score from -58212304.000000 to -58211820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -6885.957520 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -6885.958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6555.776367 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -6555.776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6653.570801 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -6653.571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6680.374512 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -6680.375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6700.026855 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -6700.027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6716.238281 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -6716.238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6722.882812 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -6722.883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6731.394531 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -6731.395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6742.973145 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -6742.973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6745.081543 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -6745.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6748.247070 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -6748.247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6762.620117 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -6762.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6763.703613 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -6763.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6763.703613 Penalty: 506.719360
	Iteration 12F: 3 clusters Score -6763.704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -626602.562500 Penalty: 421.029694
	Iteration 0F: 2 clusters Score -626602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -619710.125000 Penalty: 842.059387
	Iteration 0F: 3 clusters Score -619710.1 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -622299.750000 Penalty: 842.059387
	Iteration 1F: 3 clusters Score -622299.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -622428.062500 Penalty: 842.059387
	Iteration 2Q: 3 clusters Score -622428.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -622563.500000 Penalty: 842.059387
	Iteration 3Q: 3 clusters Score -622563.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -622731.250000 Penalty: 842.059387
	Iteration 4Q: 3 clusters Score -622731.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -622986.375000 Penalty: 842.059387
	Iteration 5F: 3 clusters Score -622986.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -623332.312500 Penalty: 842.059387
	Iteration 6F: 3 clusters Score -623332.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -623793.687500 Penalty: 842.059387
	Iteration 7F: 3 clusters Score -623793.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -624407.562500 Penalty: 842.059387
	Iteration 8F: 3 clusters Score -624407.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -625065.937500 Penalty: 842.059387
	Iteration 9F: 3 clusters Score -625065.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -625566.687500 Penalty: 842.059387
	Iteration 10Q: 3 clusters Score -625566.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -625877.687500 Penalty: 842.059387
	Iteration 11Q: 3 clusters Score -625877.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -626035.812500 Penalty: 842.059387
	Iteration 12Q: 3 clusters Score -626035.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -626107.625000 Penalty: 842.059387
	Iteration 13Q: 3 clusters Score -626107.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -626153.562500 Penalty: 842.059387
	Iteration 14Q: 3 clusters Score -626153.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -626190.250000 Penalty: 842.059387
	Iteration 15Q: 3 clusters Score -626190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -626207.562500 Penalty: 842.059387
	Iteration 16Q: 3 clusters Score -626207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -626213.500000 Penalty: 842.059387
	Iteration 17Q: 3 clusters Score -626213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -626220.937500 Penalty: 842.059387
	Iteration 18Q: 3 clusters Score -626220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -626226.125000 Penalty: 842.059387
	Iteration 19Q: 3 clusters Score -626226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -626228.875000 Penalty: 842.059387
	Iteration 20F: 3 clusters Score -626228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -626230.812500 Penalty: 842.059387
	Iteration 21Q: 3 clusters Score -626230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -626230.812500 Penalty: 842.059387
	Iteration 22F: 3 clusters Score -626230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Entering Unmasked Estep 
Score: -4362585.000000 Penalty: 509.327026
	Iteration 0F: 2 clusters Score -4362585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4313427.500000 Penalty: 1018.654053
	Iteration 0F: 3 clusters Score -4313428 nChanged 35517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4334475.500000 Penalty: 1018.654053
	Iteration 1F: 3 clusters Score -4334476 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4335200.000000 Penalty: 1018.654053
	Iteration 2Q: 3 clusters Score -4335200 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4336410.000000 Penalty: 1018.654053
	Iteration 3Q: 3 clusters Score -4336410 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -4338541.500000 Penalty: 1018.654053
	Iteration 4F: 3 clusters Score -4338542 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -4342059.000000 Penalty: 1018.654053
	Iteration 5F: 3 clusters Score -4342059 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -4346453.000000 Penalty: 1018.654053
	Iteration 6F: 3 clusters Score -4346453 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -4349860.000000 Penalty: 1018.654053
	Iteration 7F: 3 clusters Score -4349860 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -4351488.000000 Penalty: 1018.654053
	Iteration 8Q: 3 clusters Score -4351488 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -4352479.500000 Penalty: 1018.654053
	Iteration 9Q: 3 clusters Score -4352480 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -4353418.000000 Penalty: 1018.654053
	Iteration 10Q: 3 clusters Score -4353418 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -4354449.000000 Penalty: 1018.654053
	Iteration 11Q: 3 clusters Score -4354449 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -4355616.500000 Penalty: 1018.654053
	Iteration 12Q: 3 clusters Score -4355616 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -4356784.500000 Penalty: 1018.654053
	Iteration 13Q: 3 clusters Score -4356784 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -4357918.000000 Penalty: 1018.654053
	Iteration 14Q: 3 clusters Score -4357918 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -4358953.500000 Penalty: 1018.654053
	Iteration 15Q: 3 clusters Score -4358954 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -4359815.500000 Penalty: 1018.654053
	Iteration 16Q: 3 clusters Score -4359816 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -4360583.500000 Penalty: 1018.654053
	Iteration 17Q: 3 clusters Score -4360584 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -4361118.000000 Penalty: 1018.654053
	Iteration 18Q: 3 clusters Score -4361118 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -4361517.000000 Penalty: 1018.654053
	Iteration 19Q: 3 clusters Score -4361517 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -4361783.500000 Penalty: 1018.654053
	Iteration 20F: 3 clusters Score -4361784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -4361940.000000 Penalty: 1018.654053
	Iteration 21Q: 3 clusters Score -4361940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -4362007.000000 Penalty: 1018.654053
	Iteration 22Q: 3 clusters Score -4362007 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -4362065.000000 Penalty: 1018.654053
	Iteration 23Q: 3 clusters Score -4362065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -4362101.000000 Penalty: 1018.654053
	Iteration 24Q: 3 clusters Score -4362101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -4362126.500000 Penalty: 1018.654053
	Iteration 25Q: 3 clusters Score -4362126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -4362136.000000 Penalty: 1018.654053
	Iteration 26Q: 3 clusters Score -4362136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -4362144.500000 Penalty: 1018.654053
	Iteration 27Q: 3 clusters Score -4362144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -4362150.500000 Penalty: 1018.654053
	Iteration 28Q: 3 clusters Score -4362150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -4362150.500000 Penalty: 1018.654053
	Iteration 29Q: 3 clusters Score -4362150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -4362150.500000 Penalty: 1018.654053
	Iteration 30F: 3 clusters Score -4362150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Entering Unmasked Estep 
Score: -1152666.375000 Penalty: 448.907440
	Iteration 0F: 2 clusters Score -1152666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1139762.125000 Penalty: 897.814880
	Iteration 0F: 3 clusters Score -1139762 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1145146.500000 Penalty: 897.814880
	Iteration 1F: 3 clusters Score -1145146 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1145596.750000 Penalty: 897.814880
	Iteration 2F: 3 clusters Score -1145597 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1146247.875000 Penalty: 897.814880
	Iteration 3F: 3 clusters Score -1146248 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1147192.000000 Penalty: 897.814880
	Iteration 4F: 3 clusters Score -1147192 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1148432.125000 Penalty: 897.814880
	Iteration 5F: 3 clusters Score -1148432 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1149769.375000 Penalty: 897.814880
	Iteration 6F: 3 clusters Score -1149769 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1150915.000000 Penalty: 897.814880
	Iteration 7F: 3 clusters Score -1150915 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1151627.625000 Penalty: 897.814880
	Iteration 8Q: 3 clusters Score -1151628 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1151982.875000 Penalty: 897.814880
	Iteration 9Q: 3 clusters Score -1151983 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1152144.000000 Penalty: 897.814880
	Iteration 10Q: 3 clusters Score -1152144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1152225.125000 Penalty: 897.814880
	Iteration 11Q: 3 clusters Score -1152225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1152270.250000 Penalty: 897.814880
	Iteration 12Q: 3 clusters Score -1152270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1152293.000000 Penalty: 897.814880
	Iteration 13Q: 3 clusters Score -1152293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1152305.250000 Penalty: 897.814880
	Iteration 14Q: 3 clusters Score -1152305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1152311.500000 Penalty: 897.814880
	Iteration 15Q: 3 clusters Score -1152312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1152319.500000 Penalty: 897.814880
	Iteration 16Q: 3 clusters Score -1152320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1152323.750000 Penalty: 897.814880
	Iteration 17Q: 3 clusters Score -1152324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1152324.375000 Penalty: 897.814880
	Iteration 18Q: 3 clusters Score -1152324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1152326.500000 Penalty: 897.814880
	Iteration 19Q: 3 clusters Score -1152326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1152326.500000 Penalty: 897.814880
	Iteration 20F: 3 clusters Score -1152326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1152327.250000 Penalty: 897.814880
	Iteration 21Q: 3 clusters Score -1152327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1152327.875000 Penalty: 897.814880
	Iteration 22Q: 3 clusters Score -1152328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1152328.125000 Penalty: 897.814880
	Iteration 23Q: 3 clusters Score -1152328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1152330.500000 Penalty: 897.814880
	Iteration 24Q: 3 clusters Score -1152330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1152330.125000 Penalty: 897.814880
	Iteration 25Q: 3 clusters Score -1152330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1152330.750000 Penalty: 897.814880
	Iteration 26Q: 3 clusters Score -1152331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152329.750000 Penalty: 897.814880
	Iteration 27Q: 3 clusters Score -1152330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152329.750000 Penalty: 897.814880
	Iteration 28F: 3 clusters Score -1152330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -10861.998047 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -10862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10595.478516 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -10595.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10742.149414 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -10742.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10804.228516 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -10804.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10822.915039 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -10822.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10836.622070 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -10836.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10843.944336 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -10843.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10847.146484 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -10847.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10847.146484 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -10847.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Entering Unmasked Estep 
Score: -8685826.000000 Penalty: 540.710022
	Iteration 0F: 2 clusters Score -8685826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -8592278.000000 Penalty: 1081.420044
	Iteration 0F: 3 clusters Score -8592278 nChanged 71414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -8640902.000000 Penalty: 1081.420044
	Iteration 1F: 3 clusters Score -8640902 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8646940.000000 Penalty: 1081.420044
	Iteration 2F: 3 clusters Score -8646940 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -8655123.000000 Penalty: 1081.420044
	Iteration 3F: 3 clusters Score -8655123 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8664395.000000 Penalty: 1081.420044
	Iteration 4F: 3 clusters Score -8664395 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -8672287.000000 Penalty: 1081.420044
	Iteration 5F: 3 clusters Score -8672287 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8678004.000000 Penalty: 1081.420044
	Iteration 6Q: 3 clusters Score -8678004 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -8681195.000000 Penalty: 1081.420044
	Iteration 7Q: 3 clusters Score -8681195 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8682832.000000 Penalty: 1081.420044
	Iteration 8Q: 3 clusters Score -8682832 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8683581.000000 Penalty: 1081.420044
	Iteration 9Q: 3 clusters Score -8683581 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8684007.000000 Penalty: 1081.420044
	Iteration 10Q: 3 clusters Score -8684007 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142803 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8684329.000000 Penalty: 1081.420044
	Iteration 11Q: 3 clusters Score -8684329 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8684544.000000 Penalty: 1081.420044
	Iteration 12Q: 3 clusters Score -8684544 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8684716.000000 Penalty: 1081.420044
	Iteration 13Q: 3 clusters Score -8684716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8684800.000000 Penalty: 1081.420044
	Iteration 14Q: 3 clusters Score -8684800 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8684887.000000 Penalty: 1081.420044
	Iteration 15Q: 3 clusters Score -8684887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8684960.000000 Penalty: 1081.420044
	Iteration 16Q: 3 clusters Score -8684960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143883 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8685023.000000 Penalty: 1081.420044
	Iteration 17Q: 3 clusters Score -8685023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8685072.000000 Penalty: 1081.420044
	Iteration 18Q: 3 clusters Score -8685072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8685094.000000 Penalty: 1081.420044
	Iteration 19Q: 3 clusters Score -8685094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8685127.000000 Penalty: 1081.420044
	Iteration 20F: 3 clusters Score -8685127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8685138.000000 Penalty: 1081.420044
	Iteration 21Q: 3 clusters Score -8685138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8685149.000000 Penalty: 1081.420044
	Iteration 22Q: 3 clusters Score -8685149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8685165.000000 Penalty: 1081.420044
	Iteration 23Q: 3 clusters Score -8685165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8685183.000000 Penalty: 1081.420044
	Iteration 24Q: 3 clusters Score -8685183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144209 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8685195.000000 Penalty: 1081.420044
	Iteration 25Q: 3 clusters Score -8685195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8685198.000000 Penalty: 1081.420044
	Iteration 26Q: 3 clusters Score -8685198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8685215.000000 Penalty: 1081.420044
	Iteration 27Q: 3 clusters Score -8685215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8685211.000000 Penalty: 1081.420044
	Iteration 28Q: 3 clusters Score -8685211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8685214.000000 Penalty: 1081.420044
	Iteration 29Q: 3 clusters Score -8685214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144217 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8685217.000000 Penalty: 1081.420044
	Iteration 30Q: 3 clusters Score -8685217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8685224.000000 Penalty: 1081.420044
	Iteration 31Q: 3 clusters Score -8685224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144222 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8685230.000000 Penalty: 1081.420044
	Iteration 32Q: 3 clusters Score -8685230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8685232.000000 Penalty: 1081.420044
	Iteration 33Q: 3 clusters Score -8685232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8685228.000000 Penalty: 1081.420044
	Iteration 34Q: 3 clusters Score -8685228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8685218.000000 Penalty: 1081.420044
	Iteration 35Q: 3 clusters Score -8685218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144208 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8685230.000000 Penalty: 1081.420044
	Iteration 36Q: 3 clusters Score -8685230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8685235.000000 Penalty: 1081.420044
	Iteration 37Q: 3 clusters Score -8685235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8685238.000000 Penalty: 1081.420044
	Iteration 38Q: 3 clusters Score -8685238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8685236.000000 Penalty: 1081.420044
	Iteration 39Q: 3 clusters Score -8685236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8685241.000000 Penalty: 1081.420044
	Iteration 40F: 3 clusters Score -8685241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8685249.000000 Penalty: 1081.420044
	Iteration 41Q: 3 clusters Score -8685249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8685239.000000 Penalty: 1081.420044
	Iteration 42Q: 3 clusters Score -8685239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144265 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8685247.000000 Penalty: 1081.420044
	Iteration 43Q: 3 clusters Score -8685247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144277 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8685259.000000 Penalty: 1081.420044
	Iteration 44Q: 3 clusters Score -8685259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8685275.000000 Penalty: 1081.420044
	Iteration 45Q: 3 clusters Score -8685275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8685280.000000 Penalty: 1081.420044
	Iteration 46Q: 3 clusters Score -8685280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8685284.000000 Penalty: 1081.420044
	Iteration 47Q: 3 clusters Score -8685284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8685289.000000 Penalty: 1081.420044
	Iteration 48Q: 3 clusters Score -8685289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8685295.000000 Penalty: 1081.420044
	Iteration 49Q: 3 clusters Score -8685295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8685296.000000 Penalty: 1081.420044
	Iteration 50Q: 3 clusters Score -8685296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8685301.000000 Penalty: 1081.420044
	Iteration 51Q: 3 clusters Score -8685301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8685308.000000 Penalty: 1081.420044
	Iteration 52Q: 3 clusters Score -8685308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8685307.000000 Penalty: 1081.420044
	Iteration 53Q: 3 clusters Score -8685307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8685303.000000 Penalty: 1081.420044
	Iteration 54Q: 3 clusters Score -8685303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8685303.000000 Penalty: 1081.420044
	Iteration 55F: 3 clusters Score -8685303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -61483.683594 Penalty: 317.930817
	Iteration 0F: 2 clusters Score -61483.68 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 556 members 
Entering Unmasked Estep 
Score: -60604.906250 Penalty: 635.861633
	Iteration 0F: 3 clusters Score -60604.91 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60869.839844 Penalty: 635.861633
	Iteration 1F: 3 clusters Score -60869.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60911.257812 Penalty: 635.861633
	Iteration 2F: 3 clusters Score -60911.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -60939.867188 Penalty: 635.861633
	Iteration 3F: 3 clusters Score -60939.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -60962.097656 Penalty: 635.861633
	Iteration 4Q: 3 clusters Score -60962.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60978.917969 Penalty: 635.861633
	Iteration 5Q: 3 clusters Score -60978.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60997.140625 Penalty: 635.861633
	Iteration 6Q: 3 clusters Score -60997.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61005.820312 Penalty: 635.861633
	Iteration 7Q: 3 clusters Score -61005.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61013.339844 Penalty: 635.861633
	Iteration 8Q: 3 clusters Score -61013.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61024.441406 Penalty: 635.861633
	Iteration 9Q: 3 clusters Score -61024.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61036.003906 Penalty: 635.861633
	Iteration 10Q: 3 clusters Score -61036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61054.789062 Penalty: 635.861633
	Iteration 11Q: 3 clusters Score -61054.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61074.394531 Penalty: 635.861633
	Iteration 12Q: 3 clusters Score -61074.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61093.316406 Penalty: 635.861633
	Iteration 13Q: 3 clusters Score -61093.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61110.906250 Penalty: 635.861633
	Iteration 14Q: 3 clusters Score -61110.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61124.093750 Penalty: 635.861633
	Iteration 15Q: 3 clusters Score -61124.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -61137.886719 Penalty: 635.861633
	Iteration 16Q: 3 clusters Score -61137.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -61149.726562 Penalty: 635.861633
	Iteration 17Q: 3 clusters Score -61149.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -61160.863281 Penalty: 635.861633
	Iteration 18Q: 3 clusters Score -61160.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -61169.996094 Penalty: 635.861633
	Iteration 19Q: 3 clusters Score -61170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -61172.824219 Penalty: 635.861633
	Iteration 20F: 3 clusters Score -61172.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -61175.214844 Penalty: 635.861633
	Iteration 21Q: 3 clusters Score -61175.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -61177.710938 Penalty: 635.861633
	Iteration 22Q: 3 clusters Score -61177.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -61180.378906 Penalty: 635.861633
	Iteration 23Q: 3 clusters Score -61180.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61182.726562 Penalty: 635.861633
	Iteration 24Q: 3 clusters Score -61182.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61185.066406 Penalty: 635.861633
	Iteration 25Q: 3 clusters Score -61185.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -61186.273438 Penalty: 635.861633
	Iteration 26Q: 3 clusters Score -61186.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -61188.898438 Penalty: 635.861633
	Iteration 27Q: 3 clusters Score -61188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -61192.644531 Penalty: 635.861633
	Iteration 28Q: 3 clusters Score -61192.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -61195.835938 Penalty: 635.861633
	Iteration 29Q: 3 clusters Score -61195.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61199.835938 Penalty: 635.861633
	Iteration 30Q: 3 clusters Score -61199.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -61203.273438 Penalty: 635.861633
	Iteration 31Q: 3 clusters Score -61203.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61205.785156 Penalty: 635.861633
	Iteration 32Q: 3 clusters Score -61205.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61207.207031 Penalty: 635.861633
	Iteration 33Q: 3 clusters Score -61207.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61207.589844 Penalty: 635.861633
	Iteration 34Q: 3 clusters Score -61207.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61207.671875 Penalty: 635.861633
	Iteration 35Q: 3 clusters Score -61207.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61207.671875 Penalty: 635.861633
	Iteration 36F: 3 clusters Score -61207.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -83387.648438 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83387.65 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83913.046875 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83913.05 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -84094.507812 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -84094.51 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84192.000000 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -84192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84243.304688 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84243.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84267.882812 Penalty: 658.441345
	Iteration 5Q: 3 clusters Score -84267.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84285.117188 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84285.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84294.632812 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84294.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84305.390625 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84305.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84310.093750 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84310.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84311.617188 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84311.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84312.031250 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84312.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84312.523438 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84312.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84312.679688 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84312.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84312.679688 Penalty: 658.441345
	Iteration 14F: 3 clusters Score -84312.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (112014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Entering Unmasked Estep 
Score: -6739760.000000 Penalty: 529.000244
	Iteration 0F: 2 clusters Score -6739760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -6665902.000000 Penalty: 1058.000488
	Iteration 0F: 3 clusters Score -6665902 nChanged 54760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -6700145.000000 Penalty: 1058.000488
	Iteration 1F: 3 clusters Score -6700145 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -6703984.500000 Penalty: 1058.000488
	Iteration 2F: 3 clusters Score -6703984 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -6710522.500000 Penalty: 1058.000488
	Iteration 3F: 3 clusters Score -6710522 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -6719449.500000 Penalty: 1058.000488
	Iteration 4F: 3 clusters Score -6719450 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -6728009.500000 Penalty: 1058.000488
	Iteration 5F: 3 clusters Score -6728010 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -6731857.000000 Penalty: 1058.000488
	Iteration 6F: 3 clusters Score -6731857 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -6733177.500000 Penalty: 1058.000488
	Iteration 7Q: 3 clusters Score -6733178 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -6733867.000000 Penalty: 1058.000488
	Iteration 8Q: 3 clusters Score -6733867 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -6734432.500000 Penalty: 1058.000488
	Iteration 9Q: 3 clusters Score -6734432 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -6734758.000000 Penalty: 1058.000488
	Iteration 10Q: 3 clusters Score -6734758 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -6735039.000000 Penalty: 1058.000488
	Iteration 11Q: 3 clusters Score -6735039 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -6735255.000000 Penalty: 1058.000488
	Iteration 12Q: 3 clusters Score -6735255 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -6735428.500000 Penalty: 1058.000488
	Iteration 13Q: 3 clusters Score -6735428 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -6735558.500000 Penalty: 1058.000488
	Iteration 14Q: 3 clusters Score -6735558 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -6735663.000000 Penalty: 1058.000488
	Iteration 15Q: 3 clusters Score -6735663 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -6735711.000000 Penalty: 1058.000488
	Iteration 16Q: 3 clusters Score -6735711 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -6735810.000000 Penalty: 1058.000488
	Iteration 17Q: 3 clusters Score -6735810 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -6735871.500000 Penalty: 1058.000488
	Iteration 18Q: 3 clusters Score -6735872 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -6735950.000000 Penalty: 1058.000488
	Iteration 19Q: 3 clusters Score -6735950 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -6736060.500000 Penalty: 1058.000488
	Iteration 20F: 3 clusters Score -6736060 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -6736142.500000 Penalty: 1058.000488
	Iteration 21Q: 3 clusters Score -6736142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -6736210.000000 Penalty: 1058.000488
	Iteration 22Q: 3 clusters Score -6736210 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -6736317.500000 Penalty: 1058.000488
	Iteration 23Q: 3 clusters Score -6736318 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -6736396.500000 Penalty: 1058.000488
	Iteration 24Q: 3 clusters Score -6736396 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -6736514.000000 Penalty: 1058.000488
	Iteration 25Q: 3 clusters Score -6736514 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -6736626.500000 Penalty: 1058.000488
	Iteration 26Q: 3 clusters Score -6736626 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -6736782.500000 Penalty: 1058.000488
	Iteration 27Q: 3 clusters Score -6736782 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -6736921.500000 Penalty: 1058.000488
	Iteration 28Q: 3 clusters Score -6736922 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -6737079.500000 Penalty: 1058.000488
	Iteration 29Q: 3 clusters Score -6737080 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -6737214.000000 Penalty: 1058.000488
	Iteration 30Q: 3 clusters Score -6737214 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -6737373.500000 Penalty: 1058.000488
	Iteration 31Q: 3 clusters Score -6737374 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -6737602.500000 Penalty: 1058.000488
	Iteration 32Q: 3 clusters Score -6737602 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -6737828.000000 Penalty: 1058.000488
	Iteration 33Q: 3 clusters Score -6737828 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -6738127.000000 Penalty: 1058.000488
	Iteration 34Q: 3 clusters Score -6738127 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -6738357.000000 Penalty: 1058.000488
	Iteration 35Q: 3 clusters Score -6738357 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -6738565.000000 Penalty: 1058.000488
	Iteration 36Q: 3 clusters Score -6738565 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -6738825.500000 Penalty: 1058.000488
	Iteration 37Q: 3 clusters Score -6738826 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -6739091.500000 Penalty: 1058.000488
	Iteration 38Q: 3 clusters Score -6739092 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -6739378.000000 Penalty: 1058.000488
	Iteration 39Q: 3 clusters Score -6739378 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -6739525.500000 Penalty: 1058.000488
	Iteration 40F: 3 clusters Score -6739526 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -6739671.500000 Penalty: 1058.000488
	Iteration 41Q: 3 clusters Score -6739672 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -6739772.500000 Penalty: 1058.000488
	Iteration 42Q: 3 clusters Score -6739772 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -6739842.000000 Penalty: 1058.000488
	Iteration 43Q: 3 clusters Score -6739842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -6739834.500000 Penalty: 1058.000488
	Iteration 44Q: 3 clusters Score -6739834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -6739844.500000 Penalty: 1058.000488
	Iteration 45Q: 3 clusters Score -6739844 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -6739771.500000 Penalty: 1058.000488
	Iteration 46Q: 3 clusters Score -6739772 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -6739737.000000 Penalty: 1058.000488
	Iteration 47Q: 3 clusters Score -6739737 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -6739702.000000 Penalty: 1058.000488
	Iteration 48Q: 3 clusters Score -6739702 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -6739674.500000 Penalty: 1058.000488
	Iteration 49Q: 3 clusters Score -6739674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -6739626.000000 Penalty: 1058.000488
	Iteration 50Q: 3 clusters Score -6739626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -6739627.500000 Penalty: 1058.000488
	Iteration 51Q: 3 clusters Score -6739628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -6739617.500000 Penalty: 1058.000488
	Iteration 52Q: 3 clusters Score -6739618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -6739600.000000 Penalty: 1058.000488
	Iteration 53Q: 3 clusters Score -6739600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -6739595.000000 Penalty: 1058.000488
	Iteration 54Q: 3 clusters Score -6739595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -6739577.500000 Penalty: 1058.000488
	Iteration 55Q: 3 clusters Score -6739578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -6739564.500000 Penalty: 1058.000488
	Iteration 56Q: 3 clusters Score -6739564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -6739553.500000 Penalty: 1058.000488
	Iteration 57Q: 3 clusters Score -6739554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 111521 members 
Entering Unmasked Estep 
Score: -6739548.000000 Penalty: 1058.000488
	Iteration 58Q: 3 clusters Score -6739548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -6739544.000000 Penalty: 1058.000488
	Iteration 59Q: 3 clusters Score -6739544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -6739541.500000 Penalty: 1058.000488
	Iteration 60F: 3 clusters Score -6739542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -6739538.000000 Penalty: 1058.000488
	Iteration 61Q: 3 clusters Score -6739538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -6739523.500000 Penalty: 1058.000488
	Iteration 62Q: 3 clusters Score -6739524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -6739516.500000 Penalty: 1058.000488
	Iteration 63Q: 3 clusters Score -6739516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -6739515.000000 Penalty: 1058.000488
	Iteration 64Q: 3 clusters Score -6739515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -6739507.500000 Penalty: 1058.000488
	Iteration 65Q: 3 clusters Score -6739508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -6739507.000000 Penalty: 1058.000488
	Iteration 66Q: 3 clusters Score -6739507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -6739497.500000 Penalty: 1058.000488
	Iteration 67Q: 3 clusters Score -6739498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -6739499.000000 Penalty: 1058.000488
	Iteration 68Q: 3 clusters Score -6739499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -6739502.000000 Penalty: 1058.000488
	Iteration 69Q: 3 clusters Score -6739502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -6739496.500000 Penalty: 1058.000488
	Iteration 70Q: 3 clusters Score -6739496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -6739494.000000 Penalty: 1058.000488
	Iteration 71Q: 3 clusters Score -6739494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -6739497.500000 Penalty: 1058.000488
	Iteration 72Q: 3 clusters Score -6739498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -6739490.000000 Penalty: 1058.000488
	Iteration 73Q: 3 clusters Score -6739490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -6739493.500000 Penalty: 1058.000488
	Iteration 74Q: 3 clusters Score -6739494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -6739490.000000 Penalty: 1058.000488
	Iteration 75Q: 3 clusters Score -6739490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -6739493.000000 Penalty: 1058.000488
	Iteration 76Q: 3 clusters Score -6739493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -6739493.000000 Penalty: 1058.000488
	Iteration 77F: 3 clusters Score -6739493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14677.267578 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14677.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14766.686523 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14766.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14783.388672 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14783.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14799.325195 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14799.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14803.965820 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14803.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14811.258789 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14811.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14817.480469 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14817.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14819.070312 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14819.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14824.942383 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14824.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14831.821289 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14831.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14831.821289 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -14831.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -46682.195312 Penalty: 303.056152
	Iteration 0F: 2 clusters Score -46682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45996.832031 Penalty: 606.112305
	Iteration 0F: 3 clusters Score -45996.83 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46149.914062 Penalty: 606.112305
	Iteration 1F: 3 clusters Score -46149.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46192.222656 Penalty: 606.112305
	Iteration 2F: 3 clusters Score -46192.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46218.929688 Penalty: 606.112305
	Iteration 3F: 3 clusters Score -46218.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46238.410156 Penalty: 606.112305
	Iteration 4Q: 3 clusters Score -46238.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -46257.953125 Penalty: 606.112305
	Iteration 5Q: 3 clusters Score -46257.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46268.722656 Penalty: 606.112305
	Iteration 6Q: 3 clusters Score -46268.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46280.703125 Penalty: 606.112305
	Iteration 7Q: 3 clusters Score -46280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46293.128906 Penalty: 606.112305
	Iteration 8Q: 3 clusters Score -46293.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46303.199219 Penalty: 606.112305
	Iteration 9Q: 3 clusters Score -46303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46311.546875 Penalty: 606.112305
	Iteration 10Q: 3 clusters Score -46311.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46317.574219 Penalty: 606.112305
	Iteration 11Q: 3 clusters Score -46317.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46320.492188 Penalty: 606.112305
	Iteration 12Q: 3 clusters Score -46320.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46323.148438 Penalty: 606.112305
	Iteration 13Q: 3 clusters Score -46323.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46326.496094 Penalty: 606.112305
	Iteration 14Q: 3 clusters Score -46326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46328.949219 Penalty: 606.112305
	Iteration 15Q: 3 clusters Score -46328.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46331.933594 Penalty: 606.112305
	Iteration 16Q: 3 clusters Score -46331.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -46333.929688 Penalty: 606.112305
	Iteration 17Q: 3 clusters Score -46333.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -46336.097656 Penalty: 606.112305
	Iteration 18Q: 3 clusters Score -46336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -46337.292969 Penalty: 606.112305
	Iteration 19Q: 3 clusters Score -46337.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46340.843750 Penalty: 606.112305
	Iteration 20F: 3 clusters Score -46340.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -46345.429688 Penalty: 606.112305
	Iteration 21Q: 3 clusters Score -46345.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46347.480469 Penalty: 606.112305
	Iteration 22Q: 3 clusters Score -46347.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46347.480469 Penalty: 606.112305
	Iteration 23F: 3 clusters Score -46347.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -18404.388672 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -18404.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18037.980469 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -18037.98 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18154.494141 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -18154.49 nChanged 26
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: -18225.093750 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -18225.09 nChanged 16
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: -18256.939453 Penalty: 520.846252
	Iteration 3F: 3 clusters Score -18256.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18278.419922 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -18278.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18292.562500 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -18292.56 nChanged 6
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: -18301.921875 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -18301.92 nChanged 6
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: -18311.728516 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -18311.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18312.960938 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -18312.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18312.960938 Penalty: 520.846252
	Iteration 9F: 3 clusters Score -18312.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13445.744141 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13445.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13139.477539 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13139.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13287.591797 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13287.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13312.205078 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13312.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13321.475586 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -13321.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13326.930664 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13326.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13353.178711 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13353.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13391.153320 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13391.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13401.208008 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -13401.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13403.583984 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -13403.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13404.169922 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -13404.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13409.631836 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -13409.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13415.559570 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -13415.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13417.424805 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -13417.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13428.836914 Penalty: 513.090271
	Iteration 13Q: 3 clusters Score -13428.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13454.429688 Penalty: 513.090271
	Iteration 14Q: 3 clusters Score -13454.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13467.972656 Penalty: 513.090271
	Iteration 15Q: 3 clusters Score -13467.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13470.369141 Penalty: 513.090271
	Iteration 16Q: 3 clusters Score -13470.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13471.663086 Penalty: 513.090271
	Iteration 17Q: 3 clusters Score -13471.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13475.448242 Penalty: 513.090271
	Iteration 18Q: 3 clusters Score -13475.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13475.911133 Penalty: 513.090271
	Iteration 19Q: 3 clusters Score -13475.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13477.198242 Penalty: 513.090271
	Iteration 20F: 3 clusters Score -13477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13482.384766 Penalty: 513.090271
	Iteration 21Q: 3 clusters Score -13482.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13485.305664 Penalty: 513.090271
	Iteration 22Q: 3 clusters Score -13485.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13485.653320 Penalty: 513.090271
	Iteration 23Q: 3 clusters Score -13485.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13485.653320 Penalty: 513.090271
	Iteration 24F: 3 clusters Score -13485.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 138 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 143 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211808.000000 Penalty: 57900.906250
Splitting cluster 27 changes total score from -58212304.000000 to -58211808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -345248.406250 Penalty: 394.551361
	Iteration 0F: 2 clusters Score -345248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -341329.437500 Penalty: 789.102722
	Iteration 0F: 3 clusters Score -341329.4 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -342797.093750 Penalty: 789.102722
	Iteration 1F: 3 clusters Score -342797.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -342966.656250 Penalty: 789.102722
	Iteration 2F: 3 clusters Score -342966.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -343145.093750 Penalty: 789.102722
	Iteration 3F: 3 clusters Score -343145.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -343325.468750 Penalty: 789.102722
	Iteration 4F: 3 clusters Score -343325.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -343534.500000 Penalty: 789.102722
	Iteration 5F: 3 clusters Score -343534.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -343771.500000 Penalty: 789.102722
	Iteration 6F: 3 clusters Score -343771.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -344018.437500 Penalty: 789.102722
	Iteration 7F: 3 clusters Score -344018.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -344222.531250 Penalty: 789.102722
	Iteration 8Q: 3 clusters Score -344222.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -344400.781250 Penalty: 789.102722
	Iteration 9Q: 3 clusters Score -344400.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -344520.531250 Penalty: 789.102722
	Iteration 10Q: 3 clusters Score -344520.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -344622.312500 Penalty: 789.102722
	Iteration 11Q: 3 clusters Score -344622.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -344683.062500 Penalty: 789.102722
	Iteration 12Q: 3 clusters Score -344683.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -344728.000000 Penalty: 789.102722
	Iteration 13Q: 3 clusters Score -344728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -344768.843750 Penalty: 789.102722
	Iteration 14Q: 3 clusters Score -344768.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -344800.468750 Penalty: 789.102722
	Iteration 15Q: 3 clusters Score -344800.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -344824.562500 Penalty: 789.102722
	Iteration 16Q: 3 clusters Score -344824.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -344846.156250 Penalty: 789.102722
	Iteration 17Q: 3 clusters Score -344846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -344860.531250 Penalty: 789.102722
	Iteration 18Q: 3 clusters Score -344860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -344869.781250 Penalty: 789.102722
	Iteration 19Q: 3 clusters Score -344869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -344879.937500 Penalty: 789.102722
	Iteration 20F: 3 clusters Score -344879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -344895.218750 Penalty: 789.102722
	Iteration 21Q: 3 clusters Score -344895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -344898.156250 Penalty: 789.102722
	Iteration 22Q: 3 clusters Score -344898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -344899.343750 Penalty: 789.102722
	Iteration 23Q: 3 clusters Score -344899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -344900.625000 Penalty: 789.102722
	Iteration 24Q: 3 clusters Score -344900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -344901.968750 Penalty: 789.102722
	Iteration 25Q: 3 clusters Score -344902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -344902.500000 Penalty: 789.102722
	Iteration 26Q: 3 clusters Score -344902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -344903.937500 Penalty: 789.102722
	Iteration 27Q: 3 clusters Score -344903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -344905.750000 Penalty: 789.102722
	Iteration 28Q: 3 clusters Score -344905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -344907.281250 Penalty: 789.102722
	Iteration 29Q: 3 clusters Score -344907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -344909.906250 Penalty: 789.102722
	Iteration 30Q: 3 clusters Score -344909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -344910.718750 Penalty: 789.102722
	Iteration 31Q: 3 clusters Score -344910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -344910.875000 Penalty: 789.102722
	Iteration 32Q: 3 clusters Score -344910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -344911.906250 Penalty: 789.102722
	Iteration 33Q: 3 clusters Score -344911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -344911.906250 Penalty: 789.102722
	Iteration 34F: 3 clusters Score -344911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Entering Unmasked Estep 
Score: -7610607.000000 Penalty: 535.508911
	Iteration 0F: 2 clusters Score -7610607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -7523774.500000 Penalty: 1071.017822
	Iteration 0F: 3 clusters Score -7523774 nChanged 63319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -7563982.500000 Penalty: 1071.017822
	Iteration 1F: 3 clusters Score -7563982 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -7566567.500000 Penalty: 1071.017822
	Iteration 2Q: 3 clusters Score -7566568 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -7570424.000000 Penalty: 1071.017822
	Iteration 3F: 3 clusters Score -7570424 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -7575638.000000 Penalty: 1071.017822
	Iteration 4F: 3 clusters Score -7575638 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -7582011.500000 Penalty: 1071.017822
	Iteration 5F: 3 clusters Score -7582012 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7588433.000000 Penalty: 1071.017822
	Iteration 6F: 3 clusters Score -7588433 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -7592975.500000 Penalty: 1071.017822
	Iteration 7F: 3 clusters Score -7592976 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -7595406.500000 Penalty: 1071.017822
	Iteration 8Q: 3 clusters Score -7595406 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7596846.500000 Penalty: 1071.017822
	Iteration 9Q: 3 clusters Score -7596846 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -7597761.500000 Penalty: 1071.017822
	Iteration 10Q: 3 clusters Score -7597762 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -7598643.000000 Penalty: 1071.017822
	Iteration 11Q: 3 clusters Score -7598643 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -7599511.500000 Penalty: 1071.017822
	Iteration 12Q: 3 clusters Score -7599512 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7600354.500000 Penalty: 1071.017822
	Iteration 13Q: 3 clusters Score -7600354 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -7601228.000000 Penalty: 1071.017822
	Iteration 14Q: 3 clusters Score -7601228 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -7602094.500000 Penalty: 1071.017822
	Iteration 15Q: 3 clusters Score -7602094 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -7603000.000000 Penalty: 1071.017822
	Iteration 16Q: 3 clusters Score -7603000 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -7603815.500000 Penalty: 1071.017822
	Iteration 17Q: 3 clusters Score -7603816 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -7604655.500000 Penalty: 1071.017822
	Iteration 18Q: 3 clusters Score -7604656 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -7605410.500000 Penalty: 1071.017822
	Iteration 19Q: 3 clusters Score -7605410 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120922 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -7606125.000000 Penalty: 1071.017822
	Iteration 20F: 3 clusters Score -7606125 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122204 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -7606756.000000 Penalty: 1071.017822
	Iteration 21Q: 3 clusters Score -7606756 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7607375.500000 Penalty: 1071.017822
	Iteration 22Q: 3 clusters Score -7607376 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7607895.000000 Penalty: 1071.017822
	Iteration 23Q: 3 clusters Score -7607895 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7608350.500000 Penalty: 1071.017822
	Iteration 24Q: 3 clusters Score -7608350 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7608772.000000 Penalty: 1071.017822
	Iteration 25Q: 3 clusters Score -7608772 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7609069.500000 Penalty: 1071.017822
	Iteration 26Q: 3 clusters Score -7609070 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7609281.000000 Penalty: 1071.017822
	Iteration 27Q: 3 clusters Score -7609281 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7609478.000000 Penalty: 1071.017822
	Iteration 28Q: 3 clusters Score -7609478 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7609577.000000 Penalty: 1071.017822
	Iteration 29Q: 3 clusters Score -7609577 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7609679.000000 Penalty: 1071.017822
	Iteration 30Q: 3 clusters Score -7609679 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7609783.500000 Penalty: 1071.017822
	Iteration 31Q: 3 clusters Score -7609784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7609858.000000 Penalty: 1071.017822
	Iteration 32Q: 3 clusters Score -7609858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7609908.500000 Penalty: 1071.017822
	Iteration 33Q: 3 clusters Score -7609908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128548 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7609967.500000 Penalty: 1071.017822
	Iteration 34Q: 3 clusters Score -7609968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128622 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7610009.500000 Penalty: 1071.017822
	Iteration 35Q: 3 clusters Score -7610010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128684 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7610055.500000 Penalty: 1071.017822
	Iteration 36Q: 3 clusters Score -7610056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7610064.500000 Penalty: 1071.017822
	Iteration 37Q: 3 clusters Score -7610064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7610083.000000 Penalty: 1071.017822
	Iteration 38Q: 3 clusters Score -7610083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7610094.500000 Penalty: 1071.017822
	Iteration 39Q: 3 clusters Score -7610094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7610100.500000 Penalty: 1071.017822
	Iteration 40F: 3 clusters Score -7610100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128806 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7610103.000000 Penalty: 1071.017822
	Iteration 41Q: 3 clusters Score -7610103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7610118.000000 Penalty: 1071.017822
	Iteration 42Q: 3 clusters Score -7610118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7610129.500000 Penalty: 1071.017822
	Iteration 43Q: 3 clusters Score -7610130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7610129.000000 Penalty: 1071.017822
	Iteration 44Q: 3 clusters Score -7610129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7610135.500000 Penalty: 1071.017822
	Iteration 45Q: 3 clusters Score -7610136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7610136.500000 Penalty: 1071.017822
	Iteration 46Q: 3 clusters Score -7610136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7610138.000000 Penalty: 1071.017822
	Iteration 47Q: 3 clusters Score -7610138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7610143.000000 Penalty: 1071.017822
	Iteration 48Q: 3 clusters Score -7610143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7610141.000000 Penalty: 1071.017822
	Iteration 49Q: 3 clusters Score -7610141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7610142.000000 Penalty: 1071.017822
	Iteration 50Q: 3 clusters Score -7610142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7610140.000000 Penalty: 1071.017822
	Iteration 51Q: 3 clusters Score -7610140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7610140.000000 Penalty: 1071.017822
	Iteration 52F: 3 clusters Score -7610140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -16348.110352 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -16348.11 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 148 members 
Entering Unmasked Estep 
Score: -16031.319336 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -16031.32 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16138.251953 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -16138.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16171.309570 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -16171.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16190.489258 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -16190.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16198.769531 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -16198.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16208.518555 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -16208.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16216.592773 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -16216.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16232.539062 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -16232.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16240.320312 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -16240.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16243.787109 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -16243.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16244.145508 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -16244.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16244.145508 Penalty: 517.205750
	Iteration 11F: 3 clusters Score -16244.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -189718.765625 Penalty: 366.855042
	Iteration 0F: 2 clusters Score -189718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -187543.531250 Penalty: 733.710083
	Iteration 0F: 3 clusters Score -187543.5 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -188513.515625 Penalty: 733.710083
	Iteration 1F: 3 clusters Score -188513.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -188796.546875 Penalty: 733.710083
	Iteration 2F: 3 clusters Score -188796.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -189076.593750 Penalty: 733.710083
	Iteration 3F: 3 clusters Score -189076.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -189287.031250 Penalty: 733.710083
	Iteration 4F: 3 clusters Score -189287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -189437.625000 Penalty: 733.710083
	Iteration 5F: 3 clusters Score -189437.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -189543.937500 Penalty: 733.710083
	Iteration 6Q: 3 clusters Score -189543.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -189598.921875 Penalty: 733.710083
	Iteration 7Q: 3 clusters Score -189598.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -189620.500000 Penalty: 733.710083
	Iteration 8Q: 3 clusters Score -189620.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -189624.500000 Penalty: 733.710083
	Iteration 9Q: 3 clusters Score -189624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -189626.328125 Penalty: 733.710083
	Iteration 10Q: 3 clusters Score -189626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -189627.296875 Penalty: 733.710083
	Iteration 11Q: 3 clusters Score -189627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -189627.437500 Penalty: 733.710083
	Iteration 12Q: 3 clusters Score -189627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -189627.468750 Penalty: 733.710083
	Iteration 13Q: 3 clusters Score -189627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -189627.468750 Penalty: 733.710083
	Iteration 14F: 3 clusters Score -189627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -127714.281250 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -127714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -126153.390625 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -126153.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -126762.375000 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -126762.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -126923.984375 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -126924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127070.609375 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -127070.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127218.882812 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -127218.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127302.531250 Penalty: 696.984619
	Iteration 5F: 3 clusters Score -127302.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127351.093750 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -127351.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127385.726562 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -127385.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127404.468750 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -127404.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127425.265625 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -127425.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127440.109375 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -127440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127448.507812 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -127448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127456.703125 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -127456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127463.351562 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -127463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127468.828125 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -127468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127474.460938 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -127474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127480.015625 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -127480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127486.023438 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -127486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127490.414062 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -127490.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127495.664062 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -127495.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127502.125000 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -127502.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127508.046875 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -127508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127513.992188 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -127514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -127517.132812 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -127517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127518.273438 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -127518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127519.414062 Penalty: 696.984619
	Iteration 25Q: 3 clusters Score -127519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127520.406250 Penalty: 696.984619
	Iteration 26Q: 3 clusters Score -127520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127521.039062 Penalty: 696.984619
	Iteration 27Q: 3 clusters Score -127521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127521.421875 Penalty: 696.984619
	Iteration 28Q: 3 clusters Score -127521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127522.109375 Penalty: 696.984619
	Iteration 29Q: 3 clusters Score -127522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127522.304688 Penalty: 696.984619
	Iteration 30Q: 3 clusters Score -127522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127522.804688 Penalty: 696.984619
	Iteration 31Q: 3 clusters Score -127522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127522.804688 Penalty: 696.984619
	Iteration 32F: 3 clusters Score -127522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34759.796875 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34759.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34929.007812 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34929.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34960.222656 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34960.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34986.046875 Penalty: 577.930603
	Iteration 3Q: 3 clusters Score -34986.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34999.464844 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34999.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35013.273438 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -35013.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35032.839844 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35032.84 nChanged 14
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: -35042.546875 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35042.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35051.824219 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35051.82 nChanged 11
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: -35065.398438 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35071.445312 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35071.45 nChanged 8
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: -35074.621094 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35074.62 nChanged 4
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: -35076.550781 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35076.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35079.312500 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35079.31 nChanged 3
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: -35081.804688 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35084.164062 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35084.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35086.503906 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -35086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35088.550781 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -35088.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35088.550781 Penalty: 577.930603
	Iteration 18F: 3 clusters Score -35088.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14359.818359 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -14359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14046.453125 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -14046.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14101.265625 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -14101.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14116.827148 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -14116.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14135.187500 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -14135.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14148.102539 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -14148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14153.330078 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -14153.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14153.330078 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -14153.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -10070.752930 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -10070.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9717.169922 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -9717.17 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9816.581055 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -9816.581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9843.733398 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -9843.733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9865.287109 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -9865.287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9878.134766 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -9878.135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9898.411133 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -9898.411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9920.557617 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -9920.558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9941.602539 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -9941.603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9946.468750 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -9946.469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9951.139648 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -9951.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9964.041016 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -9964.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9964.669922 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -9964.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9964.669922 Penalty: 518.129639
	Iteration 12F: 3 clusters Score -9964.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3347.774902 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3347.775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3363.739258 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3363.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3367.980957 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3367.981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3367.980957 Penalty: 381.258575
	Iteration 3F: 3 clusters Score -3367.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -43192.156250 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -43192.16 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 363 members 
Entering Unmasked Estep 
Score: -42542.179688 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -42542.18 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42705.183594 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -42705.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42739.445312 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -42739.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42768.523438 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -42768.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42788.312500 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -42788.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42802.281250 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -42802.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42816.914062 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -42816.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42827.113281 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -42827.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42834.992188 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -42834.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42840.082031 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -42840.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42842.550781 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -42842.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42844.804688 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -42844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42846.042969 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -42846.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42846.437500 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -42846.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42847.277344 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -42847.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42849.472656 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -42849.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42852.535156 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -42852.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42853.496094 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -42853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42853.726562 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -42853.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42853.726562 Penalty: 602.789978
	Iteration 19F: 3 clusters Score -42853.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10191.825195 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10191.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10250.206055 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10250.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10265.197266 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10273.676758 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10273.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10276.123047 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10276.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10277.489258 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10277.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10279.710938 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10279.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10279.710938 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10279.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14911.744141 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14911.74 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15009.446289 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15009.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15042.310547 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15042.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15066.637695 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15066.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15086.463867 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15086.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15104.383789 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15104.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15117.224609 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15117.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15122.827148 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15122.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15124.676758 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15124.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15125.480469 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -15125.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15126.040039 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -15126.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15128.322266 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -15128.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15136.726562 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -15136.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15152.155273 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -15152.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15157.099609 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -15157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15168.754883 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -15168.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15169.568359 Penalty: 507.411377
	Iteration 16Q: 3 clusters Score -15169.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15169.568359 Penalty: 507.411377
	Iteration 17F: 3 clusters Score -15169.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11531.627930 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11531.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11622.012695 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11622.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11660.771484 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11660.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11690.032227 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11690.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11717.670898 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11717.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11736.323242 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11736.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11741.180664 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11741.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11743.458008 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11743.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11743.988281 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11743.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11744.213867 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11744.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11744.213867 Penalty: 488.303802
	Iteration 10F: 3 clusters Score -11744.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12786.484375 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12786.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12483.483398 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12483.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12562.820312 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12562.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12582.324219 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12582.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12594.359375 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12594.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12617.638672 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12617.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12633.449219 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12633.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12642.911133 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12642.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12658.706055 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12658.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12673.867188 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12673.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12680.541016 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12680.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12683.125977 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12683.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12683.541992 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12683.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12684.821289 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12684.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12687.165039 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -12687.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12689.438477 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -12689.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12690.851562 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -12690.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12692.178711 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -12692.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12692.622070 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -12692.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12692.622070 Penalty: 509.456421
	Iteration 18F: 3 clusters Score -12692.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -5817.749512 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -5817.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5616.540039 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5616.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5669.776855 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5669.777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5678.301270 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -5678.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5687.730469 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -5687.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5692.264160 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -5692.264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5692.264160 Penalty: 426.912689
	Iteration 5F: 3 clusters Score -5692.264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -315323.093750 Penalty: 389.925262
	Iteration 0F: 2 clusters Score -315323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -311771.843750 Penalty: 779.850525
	Iteration 0F: 3 clusters Score -311771.8 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -313179.812500 Penalty: 779.850525
	Iteration 1F: 3 clusters Score -313179.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -313449.531250 Penalty: 779.850525
	Iteration 2F: 3 clusters Score -313449.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -313780.343750 Penalty: 779.850525
	Iteration 3F: 3 clusters Score -313780.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -314156.656250 Penalty: 779.850525
	Iteration 4F: 3 clusters Score -314156.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -314477.812500 Penalty: 779.850525
	Iteration 5F: 3 clusters Score -314477.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314691.500000 Penalty: 779.850525
	Iteration 6F: 3 clusters Score -314691.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -314810.468750 Penalty: 779.850525
	Iteration 7Q: 3 clusters Score -314810.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -314881.937500 Penalty: 779.850525
	Iteration 8Q: 3 clusters Score -314881.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -314948.750000 Penalty: 779.850525
	Iteration 9Q: 3 clusters Score -314948.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -315003.156250 Penalty: 779.850525
	Iteration 10Q: 3 clusters Score -315003.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -315057.281250 Penalty: 779.850525
	Iteration 11Q: 3 clusters Score -315057.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -315100.625000 Penalty: 779.850525
	Iteration 12Q: 3 clusters Score -315100.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -315141.812500 Penalty: 779.850525
	Iteration 13Q: 3 clusters Score -315141.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -315173.281250 Penalty: 779.850525
	Iteration 14Q: 3 clusters Score -315173.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315199.562500 Penalty: 779.850525
	Iteration 15Q: 3 clusters Score -315199.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315224.281250 Penalty: 779.850525
	Iteration 16Q: 3 clusters Score -315224.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -315245.562500 Penalty: 779.850525
	Iteration 17Q: 3 clusters Score -315245.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315258.625000 Penalty: 779.850525
	Iteration 18Q: 3 clusters Score -315258.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -315271.937500 Penalty: 779.850525
	Iteration 19Q: 3 clusters Score -315271.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315282.156250 Penalty: 779.850525
	Iteration 20F: 3 clusters Score -315282.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -315288.562500 Penalty: 779.850525
	Iteration 21Q: 3 clusters Score -315288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -315295.000000 Penalty: 779.850525
	Iteration 22Q: 3 clusters Score -315295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -315299.906250 Penalty: 779.850525
	Iteration 23Q: 3 clusters Score -315299.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -315305.781250 Penalty: 779.850525
	Iteration 24Q: 3 clusters Score -315305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -315311.718750 Penalty: 779.850525
	Iteration 25Q: 3 clusters Score -315311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -315315.218750 Penalty: 779.850525
	Iteration 26Q: 3 clusters Score -315315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -315318.218750 Penalty: 779.850525
	Iteration 27Q: 3 clusters Score -315318.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -315319.312500 Penalty: 779.850525
	Iteration 28Q: 3 clusters Score -315319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -315319.812500 Penalty: 779.850525
	Iteration 29Q: 3 clusters Score -315319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -315321.593750 Penalty: 779.850525
	Iteration 30Q: 3 clusters Score -315321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -315324.625000 Penalty: 779.850525
	Iteration 31Q: 3 clusters Score -315324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -315326.312500 Penalty: 779.850525
	Iteration 32Q: 3 clusters Score -315326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -315328.843750 Penalty: 779.850525
	Iteration 33Q: 3 clusters Score -315328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -315330.281250 Penalty: 779.850525
	Iteration 34Q: 3 clusters Score -315330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -315332.625000 Penalty: 779.850525
	Iteration 35Q: 3 clusters Score -315332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -315334.500000 Penalty: 779.850525
	Iteration 36Q: 3 clusters Score -315334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -315334.531250 Penalty: 779.850525
	Iteration 37Q: 3 clusters Score -315334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -315335.687500 Penalty: 779.850525
	Iteration 38Q: 3 clusters Score -315335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -315336.031250 Penalty: 779.850525
	Iteration 39Q: 3 clusters Score -315336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315336.468750 Penalty: 779.850525
	Iteration 40F: 3 clusters Score -315336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315336.500000 Penalty: 779.850525
	Iteration 41Q: 3 clusters Score -315336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -315336.156250 Penalty: 779.850525
	Iteration 42Q: 3 clusters Score -315336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -315336.125000 Penalty: 779.850525
	Iteration 43Q: 3 clusters Score -315336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -315336.687500 Penalty: 779.850525
	Iteration 44Q: 3 clusters Score -315336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -315336.968750 Penalty: 779.850525
	Iteration 45Q: 3 clusters Score -315337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -315336.968750 Penalty: 779.850525
	Iteration 46Q: 3 clusters Score -315337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -315336.750000 Penalty: 779.850525
	Iteration 47Q: 3 clusters Score -315336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -315336.906250 Penalty: 779.850525
	Iteration 48Q: 3 clusters Score -315336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -315337.093750 Penalty: 779.850525
	Iteration 49Q: 3 clusters Score -315337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -315337.593750 Penalty: 779.850525
	Iteration 50Q: 3 clusters Score -315337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -315338.531250 Penalty: 779.850525
	Iteration 51Q: 3 clusters Score -315338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -315339.875000 Penalty: 779.850525
	Iteration 52Q: 3 clusters Score -315339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -315339.937500 Penalty: 779.850525
	Iteration 53Q: 3 clusters Score -315339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -315339.750000 Penalty: 779.850525
	Iteration 54Q: 3 clusters Score -315339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -315340.000000 Penalty: 779.850525
	Iteration 55Q: 3 clusters Score -315340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -315340.312500 Penalty: 779.850525
	Iteration 56Q: 3 clusters Score -315340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -315340.656250 Penalty: 779.850525
	Iteration 57Q: 3 clusters Score -315340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -315340.687500 Penalty: 779.850525
	Iteration 58Q: 3 clusters Score -315340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -315341.031250 Penalty: 779.850525
	Iteration 59Q: 3 clusters Score -315341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -315340.875000 Penalty: 779.850525
	Iteration 60F: 3 clusters Score -315340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -315341.156250 Penalty: 779.850525
	Iteration 61Q: 3 clusters Score -315341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -315341.156250 Penalty: 779.850525
	Iteration 62F: 3 clusters Score -315341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4594 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 676 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211980.000000 Penalty: 57900.906250
Splitting cluster 43 changes total score from -58212304.000000 to -58211980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16379.058594 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16379.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16058.723633 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16058.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16134.422852 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16134.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16170.956055 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16170.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16192.517578 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16192.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16205.049805 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16205.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16211.846680 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16211.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16216.741211 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16216.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16218.815430 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16218.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16219.335938 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16219.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16220.015625 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16220.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16220.015625 Penalty: 510.127991
	Iteration 10F: 3 clusters Score -16220.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10081.056641 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10081.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10153.425781 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10153.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10177.185547 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10177.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10201.556641 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10201.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10214.328125 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10214.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10220.246094 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10220.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10220.448242 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10220.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10220.448242 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -10220.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (119433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Entering Unmasked Estep 
Score: -7225460.000000 Penalty: 531.918213
	Iteration 0F: 2 clusters Score -7225460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -7145766.500000 Penalty: 1063.836426
	Iteration 0F: 3 clusters Score -7145766 nChanged 58689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -7181963.500000 Penalty: 1063.836426
	Iteration 1F: 3 clusters Score -7181964 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -7185178.000000 Penalty: 1063.836426
	Iteration 2F: 3 clusters Score -7185178 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7191017.000000 Penalty: 1063.836426
	Iteration 3F: 3 clusters Score -7191017 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -7200436.000000 Penalty: 1063.836426
	Iteration 4F: 3 clusters Score -7200436 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -7211995.000000 Penalty: 1063.836426
	Iteration 5F: 3 clusters Score -7211995 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7220412.000000 Penalty: 1063.836426
	Iteration 6F: 3 clusters Score -7220412 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7223727.000000 Penalty: 1063.836426
	Iteration 7Q: 3 clusters Score -7223727 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7224622.500000 Penalty: 1063.836426
	Iteration 8Q: 3 clusters Score -7224622 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7224860.000000 Penalty: 1063.836426
	Iteration 9Q: 3 clusters Score -7224860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7224937.000000 Penalty: 1063.836426
	Iteration 10Q: 3 clusters Score -7224937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7224958.500000 Penalty: 1063.836426
	Iteration 11Q: 3 clusters Score -7224958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7224964.500000 Penalty: 1063.836426
	Iteration 12Q: 3 clusters Score -7224964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7224966.000000 Penalty: 1063.836426
	Iteration 13Q: 3 clusters Score -7224966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7224966.500000 Penalty: 1063.836426
	Iteration 14Q: 3 clusters Score -7224966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7224966.500000 Penalty: 1063.836426
	Iteration 15F: 3 clusters Score -7224966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2899.248047 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2899.248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2953.819092 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2953.819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2961.974365 Penalty: 472.052094
	Iteration 2Q: 3 clusters Score -2961.974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2976.392334 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -2976.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2989.704590 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -2989.705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3001.791504 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3001.792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3015.627441 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3015.627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3017.959473 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -3017.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3018.255859 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -3018.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3018.255859 Penalty: 472.052094
	Iteration 9F: 3 clusters Score -3018.256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -14996.584961 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -14996.58 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 170 members 
Entering Unmasked Estep 
Score: -14652.502930 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -14652.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14825.823242 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -14825.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14870.096680 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -14870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14883.307617 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -14883.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14885.710938 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -14885.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14888.891602 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -14888.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14891.598633 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -14891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14891.896484 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -14891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14891.896484 Penalty: 524.346680
	Iteration 8F: 3 clusters Score -14891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12700.716797 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12414.123047 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -12414.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12481.375000 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12481.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12501.605469 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12501.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12522.951172 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12522.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12530.389648 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12530.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12535.626953 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12535.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12546.412109 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12546.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12566.460938 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12566.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12573.089844 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12573.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12579.617188 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12579.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12591.476562 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12591.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12602.245117 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -12602.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12629.306641 Penalty: 487.877594
	Iteration 12Q: 3 clusters Score -12629.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12640.736328 Penalty: 487.877594
	Iteration 13Q: 3 clusters Score -12640.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12643.461914 Penalty: 487.877594
	Iteration 14Q: 3 clusters Score -12643.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12644.992188 Penalty: 487.877594
	Iteration 15F: 3 clusters Score -12644.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12652.284180 Penalty: 487.877594
	Iteration 16Q: 3 clusters Score -12652.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12655.639648 Penalty: 487.877594
	Iteration 17Q: 3 clusters Score -12655.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12658.048828 Penalty: 487.877594
	Iteration 18Q: 3 clusters Score -12658.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12668.956055 Penalty: 487.877594
	Iteration 19Q: 3 clusters Score -12668.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12668.956055 Penalty: 487.877594
	Iteration 20F: 3 clusters Score -12668.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11383.066406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11383.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11445.318359 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11445.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11468.701172 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11483.813477 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11483.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11493.670898 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11493.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11495.464844 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11495.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11495.464844 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -11495.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14355.115234 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -14355.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14064.324219 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -14064.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14200.442383 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -14200.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14237.022461 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -14237.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14252.508789 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -14252.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14255.459961 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -14255.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14259.351562 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -14259.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14261.744141 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -14261.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14261.744141 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -14261.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (34227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Entering Unmasked Estep 
Score: -2061328.250000 Penalty: 475.055054
	Iteration 0F: 2 clusters Score -2061328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2038391.375000 Penalty: 950.110107
	Iteration 0F: 3 clusters Score -2038391 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2048850.125000 Penalty: 950.110107
	Iteration 1F: 3 clusters Score -2048850 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2050378.375000 Penalty: 950.110107
	Iteration 2F: 3 clusters Score -2050378 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2052592.125000 Penalty: 950.110107
	Iteration 3F: 3 clusters Score -2052592 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2055240.500000 Penalty: 950.110107
	Iteration 4F: 3 clusters Score -2055240 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2057459.750000 Penalty: 950.110107
	Iteration 5F: 3 clusters Score -2057460 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2058387.250000 Penalty: 950.110107
	Iteration 6Q: 3 clusters Score -2058387 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2058679.125000 Penalty: 950.110107
	Iteration 7Q: 3 clusters Score -2058679 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2058854.250000 Penalty: 950.110107
	Iteration 8Q: 3 clusters Score -2058854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2058981.625000 Penalty: 950.110107
	Iteration 9Q: 3 clusters Score -2058982 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2059100.375000 Penalty: 950.110107
	Iteration 10Q: 3 clusters Score -2059100 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2059191.625000 Penalty: 950.110107
	Iteration 11Q: 3 clusters Score -2059192 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2059274.250000 Penalty: 950.110107
	Iteration 12Q: 3 clusters Score -2059274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2059338.750000 Penalty: 950.110107
	Iteration 13Q: 3 clusters Score -2059339 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2059406.875000 Penalty: 950.110107
	Iteration 14Q: 3 clusters Score -2059407 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2059475.500000 Penalty: 950.110107
	Iteration 15Q: 3 clusters Score -2059476 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2059532.375000 Penalty: 950.110107
	Iteration 16Q: 3 clusters Score -2059532 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2059580.625000 Penalty: 950.110107
	Iteration 17Q: 3 clusters Score -2059581 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2059641.125000 Penalty: 950.110107
	Iteration 18Q: 3 clusters Score -2059641 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2059697.250000 Penalty: 950.110107
	Iteration 19Q: 3 clusters Score -2059697 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2059776.250000 Penalty: 950.110107
	Iteration 20F: 3 clusters Score -2059776 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2059838.500000 Penalty: 950.110107
	Iteration 21Q: 3 clusters Score -2059838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2059904.375000 Penalty: 950.110107
	Iteration 22Q: 3 clusters Score -2059904 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2059953.500000 Penalty: 950.110107
	Iteration 23Q: 3 clusters Score -2059954 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2060018.750000 Penalty: 950.110107
	Iteration 24Q: 3 clusters Score -2060019 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2060088.375000 Penalty: 950.110107
	Iteration 25Q: 3 clusters Score -2060088 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2060159.125000 Penalty: 950.110107
	Iteration 26Q: 3 clusters Score -2060159 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2060222.750000 Penalty: 950.110107
	Iteration 27Q: 3 clusters Score -2060223 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2060273.250000 Penalty: 950.110107
	Iteration 28Q: 3 clusters Score -2060273 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2060310.625000 Penalty: 950.110107
	Iteration 29Q: 3 clusters Score -2060311 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2060362.625000 Penalty: 950.110107
	Iteration 30Q: 3 clusters Score -2060363 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2060400.125000 Penalty: 950.110107
	Iteration 31Q: 3 clusters Score -2060400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2060435.500000 Penalty: 950.110107
	Iteration 32Q: 3 clusters Score -2060436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2060475.125000 Penalty: 950.110107
	Iteration 33Q: 3 clusters Score -2060475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2060519.750000 Penalty: 950.110107
	Iteration 34Q: 3 clusters Score -2060520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2060541.750000 Penalty: 950.110107
	Iteration 35Q: 3 clusters Score -2060542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2060554.750000 Penalty: 950.110107
	Iteration 36Q: 3 clusters Score -2060555 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2060570.500000 Penalty: 950.110107
	Iteration 37Q: 3 clusters Score -2060570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2060578.250000 Penalty: 950.110107
	Iteration 38Q: 3 clusters Score -2060578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2060589.125000 Penalty: 950.110107
	Iteration 39Q: 3 clusters Score -2060589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2060600.500000 Penalty: 950.110107
	Iteration 40F: 3 clusters Score -2060600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2060603.500000 Penalty: 950.110107
	Iteration 41Q: 3 clusters Score -2060604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2060616.375000 Penalty: 950.110107
	Iteration 42Q: 3 clusters Score -2060616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2060626.750000 Penalty: 950.110107
	Iteration 43Q: 3 clusters Score -2060627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2060628.625000 Penalty: 950.110107
	Iteration 44Q: 3 clusters Score -2060629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2060639.875000 Penalty: 950.110107
	Iteration 45Q: 3 clusters Score -2060640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2060649.500000 Penalty: 950.110107
	Iteration 46Q: 3 clusters Score -2060650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2060655.500000 Penalty: 950.110107
	Iteration 47Q: 3 clusters Score -2060656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2060670.500000 Penalty: 950.110107
	Iteration 48Q: 3 clusters Score -2060670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2060675.000000 Penalty: 950.110107
	Iteration 49Q: 3 clusters Score -2060675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2060688.250000 Penalty: 950.110107
	Iteration 50Q: 3 clusters Score -2060688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2060691.125000 Penalty: 950.110107
	Iteration 51Q: 3 clusters Score -2060691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2060700.250000 Penalty: 950.110107
	Iteration 52Q: 3 clusters Score -2060700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2060705.375000 Penalty: 950.110107
	Iteration 53Q: 3 clusters Score -2060705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2060711.250000 Penalty: 950.110107
	Iteration 54Q: 3 clusters Score -2060711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2060721.250000 Penalty: 950.110107
	Iteration 55Q: 3 clusters Score -2060721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2060727.000000 Penalty: 950.110107
	Iteration 56Q: 3 clusters Score -2060727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2060736.750000 Penalty: 950.110107
	Iteration 57Q: 3 clusters Score -2060737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2060748.875000 Penalty: 950.110107
	Iteration 58Q: 3 clusters Score -2060749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2060757.125000 Penalty: 950.110107
	Iteration 59Q: 3 clusters Score -2060757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2060771.375000 Penalty: 950.110107
	Iteration 60F: 3 clusters Score -2060771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2060783.500000 Penalty: 950.110107
	Iteration 61Q: 3 clusters Score -2060784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2060796.375000 Penalty: 950.110107
	Iteration 62Q: 3 clusters Score -2060796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2060804.625000 Penalty: 950.110107
	Iteration 63Q: 3 clusters Score -2060805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2060815.875000 Penalty: 950.110107
	Iteration 64Q: 3 clusters Score -2060816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2060819.250000 Penalty: 950.110107
	Iteration 65Q: 3 clusters Score -2060819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2060827.250000 Penalty: 950.110107
	Iteration 66Q: 3 clusters Score -2060827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2060833.375000 Penalty: 950.110107
	Iteration 67Q: 3 clusters Score -2060833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2060839.250000 Penalty: 950.110107
	Iteration 68Q: 3 clusters Score -2060839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2060845.500000 Penalty: 950.110107
	Iteration 69Q: 3 clusters Score -2060846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2060849.750000 Penalty: 950.110107
	Iteration 70Q: 3 clusters Score -2060850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2060855.625000 Penalty: 950.110107
	Iteration 71Q: 3 clusters Score -2060856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2060864.750000 Penalty: 950.110107
	Iteration 72Q: 3 clusters Score -2060865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2060869.250000 Penalty: 950.110107
	Iteration 73Q: 3 clusters Score -2060869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2060877.625000 Penalty: 950.110107
	Iteration 74Q: 3 clusters Score -2060878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2060881.625000 Penalty: 950.110107
	Iteration 75Q: 3 clusters Score -2060882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2060885.750000 Penalty: 950.110107
	Iteration 76Q: 3 clusters Score -2060886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2060888.000000 Penalty: 950.110107
	Iteration 77Q: 3 clusters Score -2060888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2060890.250000 Penalty: 950.110107
	Iteration 78Q: 3 clusters Score -2060890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2060894.250000 Penalty: 950.110107
	Iteration 79Q: 3 clusters Score -2060894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2060898.875000 Penalty: 950.110107
	Iteration 80F: 3 clusters Score -2060899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2060900.500000 Penalty: 950.110107
	Iteration 81Q: 3 clusters Score -2060900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2060903.000000 Penalty: 950.110107
	Iteration 82Q: 3 clusters Score -2060903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2060903.500000 Penalty: 950.110107
	Iteration 83Q: 3 clusters Score -2060904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2060911.000000 Penalty: 950.110107
	Iteration 84Q: 3 clusters Score -2060911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2060911.125000 Penalty: 950.110107
	Iteration 85Q: 3 clusters Score -2060911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2060913.000000 Penalty: 950.110107
	Iteration 86Q: 3 clusters Score -2060913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2060919.250000 Penalty: 950.110107
	Iteration 87Q: 3 clusters Score -2060919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2060919.625000 Penalty: 950.110107
	Iteration 88Q: 3 clusters Score -2060920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2060920.750000 Penalty: 950.110107
	Iteration 89Q: 3 clusters Score -2060921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2060921.875000 Penalty: 950.110107
	Iteration 90Q: 3 clusters Score -2060922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2060921.625000 Penalty: 950.110107
	Iteration 91Q: 3 clusters Score -2060922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2060921.000000 Penalty: 950.110107
	Iteration 92Q: 3 clusters Score -2060921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2060921.500000 Penalty: 950.110107
	Iteration 93Q: 3 clusters Score -2060922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2060921.625000 Penalty: 950.110107
	Iteration 94Q: 3 clusters Score -2060922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2060921.625000 Penalty: 950.110107
	Iteration 95F: 3 clusters Score -2060922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -66611.789062 Penalty: 318.845825
	Iteration 0F: 2 clusters Score -66611.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -65745.671875 Penalty: 637.691650
	Iteration 0F: 3 clusters Score -65745.67 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -66022.875000 Penalty: 637.691650
	Iteration 1F: 3 clusters Score -66022.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66060.835938 Penalty: 637.691650
	Iteration 2F: 3 clusters Score -66060.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66088.789062 Penalty: 637.691650
	Iteration 3Q: 3 clusters Score -66088.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -66130.867188 Penalty: 637.691650
	Iteration 4Q: 3 clusters Score -66130.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -66190.085938 Penalty: 637.691650
	Iteration 5Q: 3 clusters Score -66190.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -66255.335938 Penalty: 637.691650
	Iteration 6Q: 3 clusters Score -66255.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -66297.968750 Penalty: 637.691650
	Iteration 7Q: 3 clusters Score -66297.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -66324.492188 Penalty: 637.691650
	Iteration 8Q: 3 clusters Score -66324.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -66339.960938 Penalty: 637.691650
	Iteration 9Q: 3 clusters Score -66339.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -66351.320312 Penalty: 637.691650
	Iteration 10Q: 3 clusters Score -66351.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -66361.890625 Penalty: 637.691650
	Iteration 11Q: 3 clusters Score -66361.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -66378.328125 Penalty: 637.691650
	Iteration 12Q: 3 clusters Score -66378.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66389.890625 Penalty: 637.691650
	Iteration 13Q: 3 clusters Score -66389.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -66398.382812 Penalty: 637.691650
	Iteration 14Q: 3 clusters Score -66398.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -66402.187500 Penalty: 637.691650
	Iteration 15Q: 3 clusters Score -66402.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -66403.953125 Penalty: 637.691650
	Iteration 16Q: 3 clusters Score -66403.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -66404.429688 Penalty: 637.691650
	Iteration 17Q: 3 clusters Score -66404.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -66405.015625 Penalty: 637.691650
	Iteration 18Q: 3 clusters Score -66405.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -66405.945312 Penalty: 637.691650
	Iteration 19Q: 3 clusters Score -66405.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -66406.164062 Penalty: 637.691650
	Iteration 20F: 3 clusters Score -66406.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24427.666016 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24427.67 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24547.667969 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24547.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24587.541016 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24587.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24633.734375 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -24633.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24672.896484 Penalty: 542.919373
	Iteration 4F: 3 clusters Score -24672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24697.208984 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24697.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24713.990234 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24713.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24739.433594 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24739.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24752.662109 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24752.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24763.048828 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24763.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24774.326172 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24774.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24781.482422 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24781.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24783.916016 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24783.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24785.322266 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24785.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24787.882812 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -24787.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24789.439453 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -24789.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24789.439453 Penalty: 542.919373
	Iteration 16F: 3 clusters Score -24789.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29977.318359 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29977.32 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 229 members 
Entering Unmasked Estep 
Score: -29477.277344 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29477.28 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29596.847656 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29596.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29631.453125 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29631.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29654.935547 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29654.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29673.214844 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29673.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29685.849609 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29685.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29700.558594 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29700.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29711.978516 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29711.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29718.179688 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29718.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29731.410156 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29731.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29742.837891 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29742.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29747.625000 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29747.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29756.347656 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29756.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29762.371094 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29762.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29770.208984 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29770.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29787.525391 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29787.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29805.820312 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29805.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29819.576172 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -29819.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29832.849609 Penalty: 565.529358
	Iteration 18Q: 3 clusters Score -29832.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29834.533203 Penalty: 565.529358
	Iteration 19Q: 3 clusters Score -29834.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29844.568359 Penalty: 565.529358
	Iteration 20F: 3 clusters Score -29844.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29887.064453 Penalty: 565.529358
	Iteration 21Q: 3 clusters Score -29887.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29910.476562 Penalty: 565.529358
	Iteration 22Q: 3 clusters Score -29910.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29926.517578 Penalty: 565.529358
	Iteration 23Q: 3 clusters Score -29926.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29933.699219 Penalty: 565.529358
	Iteration 24Q: 3 clusters Score -29933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29935.373047 Penalty: 565.529358
	Iteration 25Q: 3 clusters Score -29935.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29936.353516 Penalty: 565.529358
	Iteration 26Q: 3 clusters Score -29936.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29936.353516 Penalty: 565.529358
	Iteration 27F: 3 clusters Score -29936.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3695.855713 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3695.856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3765.854980 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3765.855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3780.103516 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -3780.104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3783.534424 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3783.534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3789.152100 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3789.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3791.460449 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -3791.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3791.460449 Penalty: 435.661743
	Iteration 6F: 3 clusters Score -3791.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -20883.416016 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -20883.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20520.906250 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -20520.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20616.804688 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -20616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20651.166016 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -20651.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20664.642578 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -20664.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20672.888672 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -20672.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20682.951172 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -20682.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20689.589844 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -20689.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20692.400391 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -20692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20699.429688 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -20699.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20713.765625 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -20713.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20726.375000 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -20726.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20736.533203 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -20736.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20746.736328 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -20746.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20751.628906 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -20751.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20757.171875 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -20757.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20761.916016 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -20761.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20764.414062 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -20764.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20765.205078 Penalty: 525.201111
	Iteration 17Q: 3 clusters Score -20765.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20765.205078 Penalty: 525.201111
	Iteration 18F: 3 clusters Score -20765.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -14702.601562 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -14702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14385.567383 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -14385.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14471.567383 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -14471.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14528.942383 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -14528.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14568.082031 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -14568.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14589.383789 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -14589.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14607.397461 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -14607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14615.813477 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -14615.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14617.922852 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -14617.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14620.264648 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -14620.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14620.264648 Penalty: 502.088196
	Iteration 9F: 3 clusters Score -14620.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10002.504883 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10002.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10078.295898 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10078.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10103.892578 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10103.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10115.981445 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10115.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10138.091797 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10138.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10155.490234 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10155.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10161.342773 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10161.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10163.035156 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10163.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10165.491211 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10165.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10165.491211 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -10165.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -3028.748047 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -3028.748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2909.464355 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -2909.464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2913.169678 Penalty: 359.563171
	Iteration 1Q: 3 clusters Score -2913.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2913.169678 Penalty: 359.563171
	Iteration 2F: 3 clusters Score -2913.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9240.574219 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9240.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9004.073242 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -9004.073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9065.246094 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9065.246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9087.096680 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9087.097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9093.127930 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9093.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9095.605469 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9095.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9096.043945 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -9096.044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9096.043945 Penalty: 457.769867
	Iteration 6F: 3 clusters Score -9096.044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3329.320557 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3329.321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3353.962402 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3353.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3366.629639 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3366.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3366.629639 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3366.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -16873.068359 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -16873.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16514.582031 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -16514.58 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16642.494141 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -16642.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16697.341797 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -16697.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16744.701172 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -16744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16767.167969 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -16767.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16773.328125 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -16773.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16778.335938 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -16778.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16785.205078 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -16785.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16794.078125 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -16794.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16803.529297 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -16803.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16809.074219 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -16809.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16812.978516 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -16812.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16813.427734 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -16813.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16814.687500 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -16814.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16815.730469 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -16815.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16816.953125 Penalty: 515.329407
	Iteration 15Q: 3 clusters Score -16816.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16818.714844 Penalty: 515.329407
	Iteration 16Q: 3 clusters Score -16818.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16821.910156 Penalty: 515.329407
	Iteration 17Q: 3 clusters Score -16821.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16821.910156 Penalty: 515.329407
	Iteration 18F: 3 clusters Score -16821.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 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 95 members 
Entering Unmasked Estep 
Score: -13240.500000 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13240.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13392.335938 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13392.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13453.611328 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13453.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13481.958008 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -13481.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13503.911133 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13503.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13512.953125 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13512.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13512.953125 Penalty: 499.868591
	Iteration 6F: 3 clusters Score -13512.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9279.737305 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9279.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9034.406250 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9034.406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9106.514648 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9106.515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9122.172852 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9122.173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9139.884766 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9139.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9152.897461 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9152.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9170.096680 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9170.097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9181.195312 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9181.195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9190.009766 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9190.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9190.009766 Penalty: 475.542938
	Iteration 8F: 3 clusters Score -9190.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5239.941406 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5239.941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5265.194824 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5265.195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5276.512695 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5276.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5286.694336 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5286.694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5291.732910 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5291.733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5302.643066 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5302.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5307.346680 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -5307.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5307.346680 Penalty: 414.402802
	Iteration 7F: 3 clusters Score -5307.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (145236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Entering Unmasked Estep 
Score: -8710440.000000 Penalty: 540.818237
	Iteration 0F: 2 clusters Score -8710440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -8614174.000000 Penalty: 1081.636475
	Iteration 0F: 3 clusters Score -8614174 nChanged 70868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -8661099.000000 Penalty: 1081.636475
	Iteration 1F: 3 clusters Score -8661099 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -8666038.000000 Penalty: 1081.636475
	Iteration 2F: 3 clusters Score -8666038 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -8673942.000000 Penalty: 1081.636475
	Iteration 3F: 3 clusters Score -8673942 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -8684221.000000 Penalty: 1081.636475
	Iteration 4F: 3 clusters Score -8684221 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -8692627.000000 Penalty: 1081.636475
	Iteration 5F: 3 clusters Score -8692627 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -8696691.000000 Penalty: 1081.636475
	Iteration 6Q: 3 clusters Score -8696691 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -8698852.000000 Penalty: 1081.636475
	Iteration 7Q: 3 clusters Score -8698852 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -8700654.000000 Penalty: 1081.636475
	Iteration 8Q: 3 clusters Score -8700654 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -8702610.000000 Penalty: 1081.636475
	Iteration 9Q: 3 clusters Score -8702610 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -8704296.000000 Penalty: 1081.636475
	Iteration 10Q: 3 clusters Score -8704296 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -8705724.000000 Penalty: 1081.636475
	Iteration 11Q: 3 clusters Score -8705724 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -8706845.000000 Penalty: 1081.636475
	Iteration 12Q: 3 clusters Score -8706845 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -8707567.000000 Penalty: 1081.636475
	Iteration 13Q: 3 clusters Score -8707567 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -8708140.000000 Penalty: 1081.636475
	Iteration 14Q: 3 clusters Score -8708140 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -8708483.000000 Penalty: 1081.636475
	Iteration 15Q: 3 clusters Score -8708483 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -8708703.000000 Penalty: 1081.636475
	Iteration 16Q: 3 clusters Score -8708703 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -8708835.000000 Penalty: 1081.636475
	Iteration 17Q: 3 clusters Score -8708835 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -8708895.000000 Penalty: 1081.636475
	Iteration 18Q: 3 clusters Score -8708895 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -8708911.000000 Penalty: 1081.636475
	Iteration 19Q: 3 clusters Score -8708911 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 112352 members 
Entering Unmasked Estep 
Score: -8708973.000000 Penalty: 1081.636475
	Iteration 20F: 3 clusters Score -8708973 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 112641 members 
Entering Unmasked Estep 
Score: -8708972.000000 Penalty: 1081.636475
	Iteration 21Q: 3 clusters Score -8708972 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -8708947.000000 Penalty: 1081.636475
	Iteration 22Q: 3 clusters Score -8708947 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -8708968.000000 Penalty: 1081.636475
	Iteration 23Q: 3 clusters Score -8708968 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -8709006.000000 Penalty: 1081.636475
	Iteration 24Q: 3 clusters Score -8709006 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -8708995.000000 Penalty: 1081.636475
	Iteration 25Q: 3 clusters Score -8708995 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -8709033.000000 Penalty: 1081.636475
	Iteration 26Q: 3 clusters Score -8709033 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -8709007.000000 Penalty: 1081.636475
	Iteration 27Q: 3 clusters Score -8709007 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -8709023.000000 Penalty: 1081.636475
	Iteration 28Q: 3 clusters Score -8709023 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -8709029.000000 Penalty: 1081.636475
	Iteration 29Q: 3 clusters Score -8709029 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -8709039.000000 Penalty: 1081.636475
	Iteration 30Q: 3 clusters Score -8709039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -8709067.000000 Penalty: 1081.636475
	Iteration 31Q: 3 clusters Score -8709067 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -8709063.000000 Penalty: 1081.636475
	Iteration 32Q: 3 clusters Score -8709063 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -8709088.000000 Penalty: 1081.636475
	Iteration 33Q: 3 clusters Score -8709088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -8709137.000000 Penalty: 1081.636475
	Iteration 34Q: 3 clusters Score -8709137 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -8709143.000000 Penalty: 1081.636475
	Iteration 35Q: 3 clusters Score -8709143 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -8709137.000000 Penalty: 1081.636475
	Iteration 36Q: 3 clusters Score -8709137 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -8709168.000000 Penalty: 1081.636475
	Iteration 37Q: 3 clusters Score -8709168 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -8709226.000000 Penalty: 1081.636475
	Iteration 38Q: 3 clusters Score -8709226 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -8709255.000000 Penalty: 1081.636475
	Iteration 39Q: 3 clusters Score -8709255 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 118707 members 
Entering Unmasked Estep 
Score: -8709257.000000 Penalty: 1081.636475
	Iteration 40F: 3 clusters Score -8709257 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -8709279.000000 Penalty: 1081.636475
	Iteration 41Q: 3 clusters Score -8709279 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 1081.636475
	Iteration 42Q: 3 clusters Score -8709261 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -8709253.000000 Penalty: 1081.636475
	Iteration 43Q: 3 clusters Score -8709253 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -8709254.000000 Penalty: 1081.636475
	Iteration 44Q: 3 clusters Score -8709254 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -8709278.000000 Penalty: 1081.636475
	Iteration 45Q: 3 clusters Score -8709278 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 1081.636475
	Iteration 46Q: 3 clusters Score -8709261 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -8709256.000000 Penalty: 1081.636475
	Iteration 47Q: 3 clusters Score -8709256 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 121410 members 
Entering Unmasked Estep 
Score: -8709257.000000 Penalty: 1081.636475
	Iteration 48Q: 3 clusters Score -8709257 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -8709300.000000 Penalty: 1081.636475
	Iteration 49Q: 3 clusters Score -8709300 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -8709330.000000 Penalty: 1081.636475
	Iteration 50Q: 3 clusters Score -8709330 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 122414 members 
Entering Unmasked Estep 
Score: -8709371.000000 Penalty: 1081.636475
	Iteration 51Q: 3 clusters Score -8709371 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -8709375.000000 Penalty: 1081.636475
	Iteration 52Q: 3 clusters Score -8709375 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 123063 members 
Entering Unmasked Estep 
Score: -8709407.000000 Penalty: 1081.636475
	Iteration 53Q: 3 clusters Score -8709407 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -8709417.000000 Penalty: 1081.636475
	Iteration 54Q: 3 clusters Score -8709417 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -8709400.000000 Penalty: 1081.636475
	Iteration 55Q: 3 clusters Score -8709400 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -8709410.000000 Penalty: 1081.636475
	Iteration 56Q: 3 clusters Score -8709410 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -8709414.000000 Penalty: 1081.636475
	Iteration 57Q: 3 clusters Score -8709414 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -8709410.000000 Penalty: 1081.636475
	Iteration 58Q: 3 clusters Score -8709410 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -8709394.000000 Penalty: 1081.636475
	Iteration 59Q: 3 clusters Score -8709394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -8709424.000000 Penalty: 1081.636475
	Iteration 60F: 3 clusters Score -8709424 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -8709407.000000 Penalty: 1081.636475
	Iteration 61Q: 3 clusters Score -8709407 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -8709439.000000 Penalty: 1081.636475
	Iteration 62Q: 3 clusters Score -8709439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -8709457.000000 Penalty: 1081.636475
	Iteration 63Q: 3 clusters Score -8709457 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -8709469.000000 Penalty: 1081.636475
	Iteration 64Q: 3 clusters Score -8709469 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 126074 members 
Entering Unmasked Estep 
Score: -8709483.000000 Penalty: 1081.636475
	Iteration 65Q: 3 clusters Score -8709483 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -8709491.000000 Penalty: 1081.636475
	Iteration 66Q: 3 clusters Score -8709491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -8709496.000000 Penalty: 1081.636475
	Iteration 67Q: 3 clusters Score -8709496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -8709525.000000 Penalty: 1081.636475
	Iteration 68Q: 3 clusters Score -8709525 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 126989 members 
Entering Unmasked Estep 
Score: -8709547.000000 Penalty: 1081.636475
	Iteration 69Q: 3 clusters Score -8709547 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -8709566.000000 Penalty: 1081.636475
	Iteration 70Q: 3 clusters Score -8709566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -8709563.000000 Penalty: 1081.636475
	Iteration 71Q: 3 clusters Score -8709563 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -8709574.000000 Penalty: 1081.636475
	Iteration 72Q: 3 clusters Score -8709574 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -8709604.000000 Penalty: 1081.636475
	Iteration 73Q: 3 clusters Score -8709604 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -8709600.000000 Penalty: 1081.636475
	Iteration 74Q: 3 clusters Score -8709600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -8709623.000000 Penalty: 1081.636475
	Iteration 75Q: 3 clusters Score -8709623 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -8709612.000000 Penalty: 1081.636475
	Iteration 76Q: 3 clusters Score -8709612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -8709618.000000 Penalty: 1081.636475
	Iteration 77Q: 3 clusters Score -8709618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 128696 members 
Entering Unmasked Estep 
Score: -8709622.000000 Penalty: 1081.636475
	Iteration 78Q: 3 clusters Score -8709622 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -8709616.000000 Penalty: 1081.636475
	Iteration 79Q: 3 clusters Score -8709616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -8709578.000000 Penalty: 1081.636475
	Iteration 80F: 3 clusters Score -8709578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -8709580.000000 Penalty: 1081.636475
	Iteration 81Q: 3 clusters Score -8709580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -8709596.000000 Penalty: 1081.636475
	Iteration 82Q: 3 clusters Score -8709596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 129454 members 
Entering Unmasked Estep 
Score: -8709588.000000 Penalty: 1081.636475
	Iteration 83Q: 3 clusters Score -8709588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -8709582.000000 Penalty: 1081.636475
	Iteration 84Q: 3 clusters Score -8709582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -8709590.000000 Penalty: 1081.636475
	Iteration 85Q: 3 clusters Score -8709590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -8709595.000000 Penalty: 1081.636475
	Iteration 86Q: 3 clusters Score -8709595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 130040 members 
Entering Unmasked Estep 
Score: -8709598.000000 Penalty: 1081.636475
	Iteration 87Q: 3 clusters Score -8709598 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 130192 members 
Entering Unmasked Estep 
Score: -8709620.000000 Penalty: 1081.636475
	Iteration 88Q: 3 clusters Score -8709620 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -8709613.000000 Penalty: 1081.636475
	Iteration 89Q: 3 clusters Score -8709613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 130450 members 
Entering Unmasked Estep 
Score: -8709634.000000 Penalty: 1081.636475
	Iteration 90Q: 3 clusters Score -8709634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -8709675.000000 Penalty: 1081.636475
	Iteration 91Q: 3 clusters Score -8709675 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -8709686.000000 Penalty: 1081.636475
	Iteration 92Q: 3 clusters Score -8709686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -8709707.000000 Penalty: 1081.636475
	Iteration 93Q: 3 clusters Score -8709707 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -8709733.000000 Penalty: 1081.636475
	Iteration 94Q: 3 clusters Score -8709733 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 131138 members 
Entering Unmasked Estep 
Score: -8709760.000000 Penalty: 1081.636475
	Iteration 95Q: 3 clusters Score -8709760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -8709777.000000 Penalty: 1081.636475
	Iteration 96Q: 3 clusters Score -8709777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 131385 members 
Entering Unmasked Estep 
Score: -8709768.000000 Penalty: 1081.636475
	Iteration 97Q: 3 clusters Score -8709768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 131513 members 
Entering Unmasked Estep 
Score: -8709792.000000 Penalty: 1081.636475
	Iteration 98Q: 3 clusters Score -8709792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -8709809.000000 Penalty: 1081.636475
	Iteration 99Q: 3 clusters Score -8709809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 131789 members 
Entering Unmasked Estep 
Score: -8709809.000000 Penalty: 1081.636475
	Iteration 100F: 3 clusters Score -8709809 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -8709818.000000 Penalty: 1081.636475
	Iteration 101Q: 3 clusters Score -8709818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 132033 members 
Entering Unmasked Estep 
Score: -8709803.000000 Penalty: 1081.636475
	Iteration 102Q: 3 clusters Score -8709803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -8709826.000000 Penalty: 1081.636475
	Iteration 103Q: 3 clusters Score -8709826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -8709836.000000 Penalty: 1081.636475
	Iteration 104Q: 3 clusters Score -8709836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -8709832.000000 Penalty: 1081.636475
	Iteration 105Q: 3 clusters Score -8709832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -8709846.000000 Penalty: 1081.636475
	Iteration 106Q: 3 clusters Score -8709846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -8709827.000000 Penalty: 1081.636475
	Iteration 107Q: 3 clusters Score -8709827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 132702 members 
Entering Unmasked Estep 
Score: -8709819.000000 Penalty: 1081.636475
	Iteration 108Q: 3 clusters Score -8709819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -8709821.000000 Penalty: 1081.636475
	Iteration 109Q: 3 clusters Score -8709821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 132896 members 
Entering Unmasked Estep 
Score: -8709814.000000 Penalty: 1081.636475
	Iteration 110Q: 3 clusters Score -8709814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -8709808.000000 Penalty: 1081.636475
	Iteration 111Q: 3 clusters Score -8709808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -8709794.000000 Penalty: 1081.636475
	Iteration 112Q: 3 clusters Score -8709794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -8709803.000000 Penalty: 1081.636475
	Iteration 113Q: 3 clusters Score -8709803 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -8709796.000000 Penalty: 1081.636475
	Iteration 114Q: 3 clusters Score -8709796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -8709790.000000 Penalty: 1081.636475
	Iteration 115Q: 3 clusters Score -8709790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -8709790.000000 Penalty: 1081.636475
	Iteration 116Q: 3 clusters Score -8709790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -8709788.000000 Penalty: 1081.636475
	Iteration 117Q: 3 clusters Score -8709788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -8709800.000000 Penalty: 1081.636475
	Iteration 118Q: 3 clusters Score -8709800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 133675 members 
Entering Unmasked Estep 
Score: -8709777.000000 Penalty: 1081.636475
	Iteration 119Q: 3 clusters Score -8709777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -8709784.000000 Penalty: 1081.636475
	Iteration 120F: 3 clusters Score -8709784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -8709788.000000 Penalty: 1081.636475
	Iteration 121Q: 3 clusters Score -8709788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -8709806.000000 Penalty: 1081.636475
	Iteration 122Q: 3 clusters Score -8709806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -8709792.000000 Penalty: 1081.636475
	Iteration 123Q: 3 clusters Score -8709792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -8709795.000000 Penalty: 1081.636475
	Iteration 124Q: 3 clusters Score -8709795 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8709825 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8709825 nChanged 106
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Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8709817 nChanged 87
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Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8709795 nChanged 95
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Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8709805 nChanged 112
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Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8709786 nChanged 90
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 134804 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8709797 nChanged 102
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Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 134906 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8709818 nChanged 95
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Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8709824 nChanged 106
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Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 135210 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8709825 nChanged 97
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Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8709840 nChanged 114
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 135421 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8709840 nChanged 103
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Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 135524 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8709840 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8709845 nChanged 87
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Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8709862 nChanged 82
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Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 135799 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8709871 nChanged 75
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Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8709855 nChanged 80
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Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8709848 nChanged 91
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Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8709854 nChanged 98
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Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8709851 nChanged 93
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8709869 nChanged 92
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Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 136328 members 
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	Iteration 148Q: 3 clusters Score -8709895 nChanged 87
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Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8709909 nChanged 103
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Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8709916 nChanged 103
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 136621 members 
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	Iteration 151Q: 3 clusters Score -8709920 nChanged 99
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Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 136720 members 
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	Iteration 152Q: 3 clusters Score -8709901 nChanged 105
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Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 136825 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8709913 nChanged 81
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Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 136906 members 
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	Iteration 154Q: 3 clusters Score -8709918 nChanged 82
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Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 136988 members 
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Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 137072 members 
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	Iteration 156Q: 3 clusters Score -8709906 nChanged 77
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Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 137149 members 
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	Iteration 157Q: 3 clusters Score -8709893 nChanged 73
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Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 137222 members 
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	Iteration 158Q: 3 clusters Score -8709893 nChanged 65
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Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 137287 members 
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	Iteration 159Q: 3 clusters Score -8709879 nChanged 74
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 137361 members 
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	Iteration 160F: 3 clusters Score -8709890 nChanged 81
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Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 137442 members 
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	Iteration 161Q: 3 clusters Score -8709872 nChanged 76
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Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 137518 members 
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	Iteration 162Q: 3 clusters Score -8709874 nChanged 80
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Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8709864 nChanged 88
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 137686 members 
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	Iteration 164Q: 3 clusters Score -8709879 nChanged 87
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Mstep: Class 1 contains 7465 members 
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	Iteration 165Q: 3 clusters Score -8709878 nChanged 84
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Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 137855 members 
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	Iteration 166Q: 3 clusters Score -8709872 nChanged 78
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 137933 members 
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Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 138001 members 
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	Iteration 168Q: 3 clusters Score -8709878 nChanged 62
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Mstep: Class 1 contains 7173 members 
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 138133 members 
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	Iteration 170Q: 3 clusters Score -8709894 nChanged 72
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Mstep: Class 1 contains 7031 members 
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	Iteration 171Q: 3 clusters Score -8709899 nChanged 54
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Mstep: Class 1 contains 6977 members 
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	Iteration 172Q: 3 clusters Score -8709883 nChanged 63
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Mstep: Class 1 contains 6916 members 
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	Iteration 173Q: 3 clusters Score -8709874 nChanged 52
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Mstep: Class 1 contains 6866 members 
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	Iteration 174Q: 3 clusters Score -8709908 nChanged 40
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Mstep: Class 1 contains 6826 members 
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Mstep: Class 1 contains 6779 members 
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	Iteration 176Q: 3 clusters Score -8709908 nChanged 43
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Mstep: Class 1 contains 6738 members 
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	Iteration 177Q: 3 clusters Score -8709901 nChanged 46
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Mstep: Class 1 contains 6694 members 
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	Iteration 178Q: 3 clusters Score -8709908 nChanged 57
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	Iteration 179Q: 3 clusters Score -8709926 nChanged 57
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Mstep: Class 1 contains 6582 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8709951 nChanged 62
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Mstep: Class 1 contains 6520 members 
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	Iteration 181Q: 3 clusters Score -8709931 nChanged 48
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Mstep: Class 1 contains 6472 members 
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	Iteration 182Q: 3 clusters Score -8709937 nChanged 43
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Mstep: Class 1 contains 6429 members 
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	Iteration 183Q: 3 clusters Score -8709937 nChanged 44
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Mstep: Class 1 contains 6385 members 
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	Iteration 184Q: 3 clusters Score -8709942 nChanged 26
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Mstep: Class 1 contains 6359 members 
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	Iteration 185Q: 3 clusters Score -8709937 nChanged 23
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Mstep: Class 1 contains 6336 members 
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	Iteration 186Q: 3 clusters Score -8709945 nChanged 23
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Mstep: Class 1 contains 6313 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8709930 nChanged 29
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Mstep: Class 1 contains 6284 members 
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	Iteration 188Q: 3 clusters Score -8709940 nChanged 28
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Mstep: Class 1 contains 6256 members 
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	Iteration 189Q: 3 clusters Score -8709943 nChanged 33
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	Iteration 190Q: 3 clusters Score -8709950 nChanged 36
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	Iteration 191Q: 3 clusters Score -8709932 nChanged 35
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Mstep: Class 1 contains 6158 members 
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	Iteration 192Q: 3 clusters Score -8709926 nChanged 24
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Mstep: Class 1 contains 6134 members 
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	Iteration 193Q: 3 clusters Score -8709930 nChanged 23
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Mstep: Class 1 contains 6111 members 
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	Iteration 194Q: 3 clusters Score -8709931 nChanged 21
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Mstep: Class 1 contains 6092 members 
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	Iteration 195Q: 3 clusters Score -8709925 nChanged 17
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Mstep: Class 1 contains 6075 members 
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	Iteration 196Q: 3 clusters Score -8709924 nChanged 11
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	Iteration 197Q: 3 clusters Score -8709921 nChanged 10
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	Iteration 198Q: 3 clusters Score -8709917 nChanged 15
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Mstep: Class 1 contains 6041 members 
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	Iteration 199Q: 3 clusters Score -8709920 nChanged 13
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Mstep: Class 1 contains 6028 members 
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	Iteration 200F: 3 clusters Score -8709917 nChanged 17
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Mstep: Class 1 contains 6011 members 
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	Iteration 201Q: 3 clusters Score -8709915 nChanged 7
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	Iteration 202Q: 3 clusters Score -8709920 nChanged 4
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	Iteration 203Q: 3 clusters Score -8709921 nChanged 3
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	Iteration 204Q: 3 clusters Score -8709917 nChanged 3
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	Iteration 205Q: 3 clusters Score -8709920 nChanged 2
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	Iteration 206Q: 3 clusters Score -8709917 nChanged 4
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	Iteration 207Q: 3 clusters Score -8709922 nChanged 5
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	Iteration 208Q: 3 clusters Score -8709915 nChanged 11
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	Iteration 209Q: 3 clusters Score -8709905 nChanged 12
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	Iteration 210Q: 3 clusters Score -8709897 nChanged 9
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	Iteration 211Q: 3 clusters Score -8709894 nChanged 10
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	Iteration 212Q: 3 clusters Score -8709895 nChanged 15
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	Iteration 213Q: 3 clusters Score -8709891 nChanged 7
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	Iteration 214Q: 3 clusters Score -8709885 nChanged 9
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	Iteration 215Q: 3 clusters Score -8709880 nChanged 9
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	Iteration 216Q: 3 clusters Score -8709883 nChanged 10
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	Iteration 217Q: 3 clusters Score -8709882 nChanged 8
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	Iteration 218Q: 3 clusters Score -8709883 nChanged 14
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Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -8709884.000000 Penalty: 1081.636475
	Iteration 219Q: 3 clusters Score -8709884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -8709882.000000 Penalty: 1081.636475
	Iteration 220F: 3 clusters Score -8709882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -8709888.000000 Penalty: 1081.636475
	Iteration 221Q: 3 clusters Score -8709888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 139405 members 
Entering Unmasked Estep 
Score: -8709895.000000 Penalty: 1081.636475
	Iteration 222Q: 3 clusters Score -8709895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -8709885.000000 Penalty: 1081.636475
	Iteration 223Q: 3 clusters Score -8709885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -8709887.000000 Penalty: 1081.636475
	Iteration 224Q: 3 clusters Score -8709887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -8709886.000000 Penalty: 1081.636475
	Iteration 225Q: 3 clusters Score -8709886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -8709890.000000 Penalty: 1081.636475
	Iteration 226Q: 3 clusters Score -8709890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 139447 members 
Entering Unmasked Estep 
Score: -8709888.000000 Penalty: 1081.636475
	Iteration 227Q: 3 clusters Score -8709888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 139454 members 
Entering Unmasked Estep 
Score: -8709884.000000 Penalty: 1081.636475
	Iteration 228Q: 3 clusters Score -8709884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -8709891.000000 Penalty: 1081.636475
	Iteration 229Q: 3 clusters Score -8709891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 139467 members 
Entering Unmasked Estep 
Score: -8709892.000000 Penalty: 1081.636475
	Iteration 230Q: 3 clusters Score -8709892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 139470 members 
Entering Unmasked Estep 
Score: -8709890.000000 Penalty: 1081.636475
	Iteration 231Q: 3 clusters Score -8709890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -8709889.000000 Penalty: 1081.636475
	Iteration 232Q: 3 clusters Score -8709889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -8709891.000000 Penalty: 1081.636475
	Iteration 233Q: 3 clusters Score -8709891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -8709887.000000 Penalty: 1081.636475
	Iteration 234Q: 3 clusters Score -8709887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -8709884.000000 Penalty: 1081.636475
	Iteration 235Q: 3 clusters Score -8709884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -8709890.000000 Penalty: 1081.636475
	Iteration 236Q: 3 clusters Score -8709890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 139501 members 
Entering Unmasked Estep 
Score: -8709892.000000 Penalty: 1081.636475
	Iteration 237Q: 3 clusters Score -8709892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 139509 members 
Entering Unmasked Estep 
Score: -8709897.000000 Penalty: 1081.636475
	Iteration 238Q: 3 clusters Score -8709897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -8709889.000000 Penalty: 1081.636475
	Iteration 239Q: 3 clusters Score -8709889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -8709893.000000 Penalty: 1081.636475
	Iteration 240F: 3 clusters Score -8709893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -8709887.000000 Penalty: 1081.636475
	Iteration 241Q: 3 clusters Score -8709887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 139549 members 
Entering Unmasked Estep 
Score: -8709891.000000 Penalty: 1081.636475
	Iteration 242Q: 3 clusters Score -8709891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 139559 members 
Entering Unmasked Estep 
Score: -8709890.000000 Penalty: 1081.636475
	Iteration 243Q: 3 clusters Score -8709890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -8709888.000000 Penalty: 1081.636475
	Iteration 244Q: 3 clusters Score -8709888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -8709889.000000 Penalty: 1081.636475
	Iteration 245Q: 3 clusters Score -8709889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -8709900.000000 Penalty: 1081.636475
	Iteration 246Q: 3 clusters Score -8709900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 139591 members 
Entering Unmasked Estep 
Score: -8709901.000000 Penalty: 1081.636475
	Iteration 247Q: 3 clusters Score -8709901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -8709895.000000 Penalty: 1081.636475
	Iteration 248Q: 3 clusters Score -8709895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -8709900.000000 Penalty: 1081.636475
	Iteration 249Q: 3 clusters Score -8709900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -8709897.000000 Penalty: 1081.636475
	Iteration 250Q: 3 clusters Score -8709897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -8709895.000000 Penalty: 1081.636475
	Iteration 251Q: 3 clusters Score -8709895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -8709893.000000 Penalty: 1081.636475
	Iteration 252Q: 3 clusters Score -8709893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -8709888.000000 Penalty: 1081.636475
	Iteration 253Q: 3 clusters Score -8709888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -8709885.000000 Penalty: 1081.636475
	Iteration 254Q: 3 clusters Score -8709885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -8709892.000000 Penalty: 1081.636475
	Iteration 255Q: 3 clusters Score -8709892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 139631 members 
Entering Unmasked Estep 
Score: -8709890.000000 Penalty: 1081.636475
	Iteration 256Q: 3 clusters Score -8709890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -8709882.000000 Penalty: 1081.636475
	Iteration 257Q: 3 clusters Score -8709882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 139646 members 
Entering Unmasked Estep 
Score: -8709880.000000 Penalty: 1081.636475
	Iteration 258Q: 3 clusters Score -8709880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -8709879.000000 Penalty: 1081.636475
	Iteration 259Q: 3 clusters Score -8709879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -8709877.000000 Penalty: 1081.636475
	Iteration 260F: 3 clusters Score -8709877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
Score: -8709879.000000 Penalty: 1081.636475
	Iteration 261Q: 3 clusters Score -8709879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -8709880.000000 Penalty: 1081.636475
	Iteration 262Q: 3 clusters Score -8709880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -8709879.000000 Penalty: 1081.636475
	Iteration 263Q: 3 clusters Score -8709879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -8709882.000000 Penalty: 1081.636475
	Iteration 264Q: 3 clusters Score -8709882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -8709886.000000 Penalty: 1081.636475
	Iteration 265Q: 3 clusters Score -8709886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -8709888.000000 Penalty: 1081.636475
	Iteration 266Q: 3 clusters Score -8709888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -8709883.000000 Penalty: 1081.636475
	Iteration 267Q: 3 clusters Score -8709883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -8709879.000000 Penalty: 1081.636475
	Iteration 268Q: 3 clusters Score -8709879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -8709882.000000 Penalty: 1081.636475
	Iteration 269Q: 3 clusters Score -8709882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -8709882.000000 Penalty: 1081.636475
	Iteration 270F: 3 clusters Score -8709882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25853.375000 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25853.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25391.525391 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25391.53 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25567.560547 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25567.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25660.474609 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25660.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25725.935547 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25725.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25770.808594 Penalty: 555.941528
	Iteration 4F: 3 clusters Score -25770.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25814.492188 Penalty: 555.941528
	Iteration 5F: 3 clusters Score -25814.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25844.759766 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25844.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25869.304688 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25879.988281 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25879.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25886.121094 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -25886.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25888.671875 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -25888.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25890.521484 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -25890.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25891.869141 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -25891.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25893.017578 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -25893.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25893.017578 Penalty: 555.941528
	Iteration 14F: 3 clusters Score -25893.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 255 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 195 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211892.000000 Penalty: 57900.906250
Splitting cluster 69 changes total score from -58212304.000000 to -58211892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21103.833984 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21103.83 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21204.525391 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21204.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21239.056641 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21239.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21271.513672 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -21271.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21295.830078 Penalty: 536.640991
	Iteration 4F: 3 clusters Score -21295.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21314.978516 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21314.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21334.062500 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21334.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21349.226562 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21349.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21354.638672 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21354.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21359.164062 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21359.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21363.226562 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21363.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21368.689453 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21368.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21371.916016 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21371.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21377.496094 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21387.898438 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21404.564453 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21404.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21410.132812 Penalty: 536.640991
	Iteration 16Q: 3 clusters Score -21410.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21411.498047 Penalty: 536.640991
	Iteration 17Q: 3 clusters Score -21411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21412.503906 Penalty: 536.640991
	Iteration 18Q: 3 clusters Score -21412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21413.410156 Penalty: 536.640991
	Iteration 19Q: 3 clusters Score -21413.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21413.410156 Penalty: 536.640991
	Iteration 20F: 3 clusters Score -21413.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7002.383789 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7002.384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7117.962891 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7117.963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7157.212891 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7157.213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7207.751953 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -7207.752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7234.251465 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7234.251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7243.011230 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -7243.011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7246.082031 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -7246.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7246.082031 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -7246.082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16197.670898 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16197.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16284.723633 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16284.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16306.081055 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16306.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16334.964844 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16334.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16350.007812 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16350.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16358.864258 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16358.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16363.496094 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16365.472656 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16365.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16367.632812 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16367.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16368.498047 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16368.872070 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16368.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16368.872070 Penalty: 510.127991
	Iteration 11F: 3 clusters Score -16368.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5946.746094 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5946.746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5752.089355 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5752.089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5812.274902 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5812.275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5820.992676 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5820.993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5840.580078 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5840.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5844.333984 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5844.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5848.814453 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5848.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5851.663086 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5851.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5860.717285 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -5860.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5862.858887 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -5862.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5865.412598 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -5865.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5869.802246 Penalty: 428.567261
	Iteration 10Q: 3 clusters Score -5869.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5873.548340 Penalty: 428.567261
	Iteration 11Q: 3 clusters Score -5873.548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5898.383301 Penalty: 428.567261
	Iteration 12Q: 3 clusters Score -5898.383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5907.530273 Penalty: 428.567261
	Iteration 13Q: 3 clusters Score -5907.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5907.530273 Penalty: 428.567261
	Iteration 14F: 3 clusters Score -5907.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44999.183594 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -44999.18 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45239.320312 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45239.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45311.730469 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45311.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45348.996094 Penalty: 598.077759
	Iteration 3Q: 3 clusters Score -45349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45380.375000 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45380.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45404.367188 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45404.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45435.703125 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45435.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45470.796875 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45482.632812 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45482.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45491.281250 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45491.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45498.183594 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45498.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45502.285156 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45502.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45502.832031 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45502.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45504.277344 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45504.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45504.871094 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45504.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45505.148438 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45505.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45505.148438 Penalty: 598.077759
	Iteration 16F: 3 clusters Score -45505.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -3978.618652 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -3978.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3789.718750 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -3789.719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3831.735596 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -3831.736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3841.593750 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -3841.594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3846.634766 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -3846.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3848.070557 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -3848.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3851.489990 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -3851.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3867.469482 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -3867.469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3872.871826 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -3872.872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3876.163818 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -3876.164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3880.137695 Penalty: 430.192291
	Iteration 9Q: 3 clusters Score -3880.138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3887.266846 Penalty: 430.192291
	Iteration 10Q: 3 clusters Score -3887.267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3887.266846 Penalty: 430.192291
	Iteration 11F: 3 clusters Score -3887.267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13560.354492 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13560.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13216.848633 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13216.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13311.369141 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13311.37 nChanged 24
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: -13356.238281 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13356.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13392.416016 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -13392.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13408.074219 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13408.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13423.104492 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13430.689453 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13430.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13436.501953 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13446.090820 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -13446.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13460.992188 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -13460.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13473.461914 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -13473.46 nChanged 5
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: -13489.290039 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -13489.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13510.257812 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -13510.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13515.696289 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -13515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13517.609375 Penalty: 514.056702
	Iteration 14F: 3 clusters Score -13517.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13522.036133 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -13522.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13526.972656 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -13526.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13532.018555 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -13532.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13537.669922 Penalty: 514.056702
	Iteration 18Q: 3 clusters Score -13537.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13545.587891 Penalty: 514.056702
	Iteration 19Q: 3 clusters Score -13545.59 nChanged 2
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: -13547.383789 Penalty: 514.056702
	Iteration 20F: 3 clusters Score -13547.38 nChanged 1
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: -13555.959961 Penalty: 514.056702
	Iteration 21Q: 3 clusters Score -13555.96 nChanged 1
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: -13558.457031 Penalty: 514.056702
	Iteration 22Q: 3 clusters Score -13558.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13566.262695 Penalty: 514.056702
	Iteration 23Q: 3 clusters Score -13566.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13569.810547 Penalty: 514.056702
	Iteration 24Q: 3 clusters Score -13569.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13573.199219 Penalty: 514.056702
	Iteration 25Q: 3 clusters Score -13573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13576.030273 Penalty: 514.056702
	Iteration 26Q: 3 clusters Score -13576.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13577.694336 Penalty: 514.056702
	Iteration 27Q: 3 clusters Score -13577.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13584.526367 Penalty: 514.056702
	Iteration 28Q: 3 clusters Score -13584.53 nChanged 5
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: -13594.424805 Penalty: 514.056702
	Iteration 29Q: 3 clusters Score -13594.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13602.791992 Penalty: 514.056702
	Iteration 30Q: 3 clusters Score -13602.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13606.488281 Penalty: 514.056702
	Iteration 31Q: 3 clusters Score -13606.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13607.555664 Penalty: 514.056702
	Iteration 32Q: 3 clusters Score -13607.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13615.900391 Penalty: 514.056702
	Iteration 33Q: 3 clusters Score -13615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13615.900391 Penalty: 514.056702
	Iteration 34F: 3 clusters Score -13615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 168 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211856.000000 Penalty: 57900.906250
Splitting cluster 76 changes total score from -58212304.000000 to -58211856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -41022.089844 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -41022.09 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 356 members 
Entering Unmasked Estep 
Score: -40424.734375 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -40424.73 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40590.097656 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -40590.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40636.207031 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -40636.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40656.003906 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -40656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40665.824219 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -40665.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40672.812500 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -40672.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40681.527344 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -40681.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40684.808594 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -40684.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40688.847656 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -40688.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40691.242188 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -40691.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40693.546875 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -40693.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40700.234375 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -40700.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40711.031250 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -40711.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40725.015625 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -40725.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -40733.910156 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -40733.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40741.746094 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -40741.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -40753.996094 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -40754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -40759.519531 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -40759.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40768.398438 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -40768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -40786.648438 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -40786.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40805.863281 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -40805.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40818.945312 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -40818.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -40830.136719 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -40830.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40836.898438 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -40836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -40842.433594 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -40842.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40846.484375 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -40846.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40847.722656 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -40847.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40847.722656 Penalty: 592.162231
	Iteration 27F: 3 clusters Score -40847.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9802.360352 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9802.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9901.176758 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9901.177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9958.922852 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -9958.923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9996.022461 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -9996.022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10013.223633 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -10013.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10026.508789 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -10026.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10036.994141 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -10036.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10036.994141 Penalty: 462.407776
	Iteration 7F: 3 clusters Score -10036.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 83 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 78 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211812.000000 Penalty: 57900.906250
Splitting cluster 78 changes total score from -58212304.000000 to -58211812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8392.208984 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8392.209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8147.301758 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8147.302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8305.015625 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8305.016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8380.167969 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8380.168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8461.289062 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -8461.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8511.731445 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8511.731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8524.127930 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8524.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8531.076172 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8531.076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8544.295898 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8544.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8557.984375 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8557.984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8575.955078 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -8575.955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8591.125000 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -8591.125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8602.623047 Penalty: 461.840820
	Iteration 11Q: 3 clusters Score -8602.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8606.737305 Penalty: 461.840820
	Iteration 12Q: 3 clusters Score -8606.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8606.737305 Penalty: 461.840820
	Iteration 13F: 3 clusters Score -8606.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 59 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 101 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58212016.000000 Penalty: 57900.906250
Splitting cluster 79 changes total score from -58212304.000000 to -58212016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7279.457031 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7279.457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7355.131348 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7355.131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7397.846680 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7397.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7404.999023 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7404.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7404.999023 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -7404.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6732.739746 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6732.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6520.724609 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6520.725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6618.508789 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6618.509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6636.946777 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6636.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6640.586914 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6640.587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6650.509766 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6650.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6652.405762 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6652.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6659.309082 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6659.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6662.651855 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6662.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6662.651855 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -6662.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8570.045898 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8570.046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8665.381836 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8665.382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8682.377930 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8682.378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8691.443359 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8691.443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8697.642578 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8697.643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8701.774414 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8701.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8706.269531 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8706.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8715.661133 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8715.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8719.472656 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8719.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8719.472656 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8719.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -90716.984375 Penalty: 337.799530
	Iteration 0F: 2 clusters Score -90716.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89484.390625 Penalty: 675.599060
	Iteration 0F: 3 clusters Score -89484.39 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -89925.421875 Penalty: 675.599060
	Iteration 1F: 3 clusters Score -89925.42 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -90008.359375 Penalty: 675.599060
	Iteration 2F: 3 clusters Score -90008.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -90084.375000 Penalty: 675.599060
	Iteration 3F: 3 clusters Score -90084.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90145.125000 Penalty: 675.599060
	Iteration 4Q: 3 clusters Score -90145.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -90196.546875 Penalty: 675.599060
	Iteration 5Q: 3 clusters Score -90196.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -90246.945312 Penalty: 675.599060
	Iteration 6Q: 3 clusters Score -90246.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90293.085938 Penalty: 675.599060
	Iteration 7Q: 3 clusters Score -90293.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90332.109375 Penalty: 675.599060
	Iteration 8Q: 3 clusters Score -90332.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -90356.093750 Penalty: 675.599060
	Iteration 9Q: 3 clusters Score -90356.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -90379.703125 Penalty: 675.599060
	Iteration 10Q: 3 clusters Score -90379.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -90389.898438 Penalty: 675.599060
	Iteration 11Q: 3 clusters Score -90389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90397.539062 Penalty: 675.599060
	Iteration 12Q: 3 clusters Score -90397.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -90403.671875 Penalty: 675.599060
	Iteration 13Q: 3 clusters Score -90403.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -90412.296875 Penalty: 675.599060
	Iteration 14Q: 3 clusters Score -90412.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90418.039062 Penalty: 675.599060
	Iteration 15Q: 3 clusters Score -90418.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90423.585938 Penalty: 675.599060
	Iteration 16Q: 3 clusters Score -90423.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90425.968750 Penalty: 675.599060
	Iteration 17Q: 3 clusters Score -90425.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -90428.828125 Penalty: 675.599060
	Iteration 18Q: 3 clusters Score -90428.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90429.343750 Penalty: 675.599060
	Iteration 19Q: 3 clusters Score -90429.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -90430.265625 Penalty: 675.599060
	Iteration 20F: 3 clusters Score -90430.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90431.656250 Penalty: 675.599060
	Iteration 21Q: 3 clusters Score -90431.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -90433.718750 Penalty: 675.599060
	Iteration 22Q: 3 clusters Score -90433.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90438.000000 Penalty: 675.599060
	Iteration 23Q: 3 clusters Score -90438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -90439.273438 Penalty: 675.599060
	Iteration 24Q: 3 clusters Score -90439.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -90439.507812 Penalty: 675.599060
	Iteration 25Q: 3 clusters Score -90439.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -90439.750000 Penalty: 675.599060
	Iteration 26Q: 3 clusters Score -90439.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -90440.429688 Penalty: 675.599060
	Iteration 27Q: 3 clusters Score -90440.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90441.281250 Penalty: 675.599060
	Iteration 28Q: 3 clusters Score -90441.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -90442.132812 Penalty: 675.599060
	Iteration 29Q: 3 clusters Score -90442.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90442.484375 Penalty: 675.599060
	Iteration 30Q: 3 clusters Score -90442.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90442.484375 Penalty: 675.599060
	Iteration 31F: 3 clusters Score -90442.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10853.630859 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10853.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10569.306641 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10569.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10664.597656 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10664.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10697.570312 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10697.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10717.420898 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10717.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10730.403320 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10752.008789 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10752.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10761.702148 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10763.962891 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10763.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10765.501953 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10764.849609 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10764.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10764.849609 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -10764.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -34115.707031 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -34115.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33596.769531 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -33596.77 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33761.167969 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -33761.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33793.550781 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -33793.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33810.207031 Penalty: 576.812073
	Iteration 3Q: 3 clusters Score -33810.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33821.613281 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -33821.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33830.605469 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -33830.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33842.765625 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -33842.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33854.777344 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -33854.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33864.906250 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -33864.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33882.937500 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -33882.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33895.960938 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -33895.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33905.433594 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -33905.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33914.828125 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -33914.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33923.742188 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -33923.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33932.941406 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -33932.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33935.117188 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -33935.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33937.429688 Penalty: 576.812073
	Iteration 16Q: 3 clusters Score -33937.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33939.902344 Penalty: 576.812073
	Iteration 17Q: 3 clusters Score -33939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33944.660156 Penalty: 576.812073
	Iteration 18Q: 3 clusters Score -33944.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33947.113281 Penalty: 576.812073
	Iteration 19Q: 3 clusters Score -33947.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33947.796875 Penalty: 576.812073
	Iteration 20F: 3 clusters Score -33947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33948.515625 Penalty: 576.812073
	Iteration 21Q: 3 clusters Score -33948.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33950.367188 Penalty: 576.812073
	Iteration 22Q: 3 clusters Score -33950.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33951.136719 Penalty: 576.812073
	Iteration 23Q: 3 clusters Score -33951.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33951.136719 Penalty: 576.812073
	Iteration 24F: 3 clusters Score -33951.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -18907.119141 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -18907.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18590.408203 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -18590.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18661.753906 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -18661.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18691.617188 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -18691.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18719.863281 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -18719.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18749.265625 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -18749.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18764.175781 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -18764.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18772.900391 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -18772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18779.101562 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -18779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18779.828125 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -18779.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18782.535156 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -18782.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18784.279297 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -18784.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18784.853516 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -18784.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18785.107422 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -18785.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18785.107422 Penalty: 509.792816
	Iteration 13F: 3 clusters Score -18785.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -10313.819336 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -10313.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10062.162109 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -10062.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10125.683594 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -10125.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10148.256836 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -10148.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10158.347656 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -10158.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10162.794922 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -10162.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10165.458984 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -10165.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10167.261719 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -10167.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10168.302734 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -10168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10168.302734 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -10168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -8039.735840 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -8039.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7808.576660 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7808.577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7879.077637 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7879.078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7897.664062 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7897.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7903.820801 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7903.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7903.820801 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -7903.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -590404.125000 Penalty: 417.581268
	Iteration 0F: 2 clusters Score -590404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -583905.125000 Penalty: 835.162537
	Iteration 0F: 3 clusters Score -583905.1 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -586376.937500 Penalty: 835.162537
	Iteration 1F: 3 clusters Score -586376.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -586482.187500 Penalty: 835.162537
	Iteration 2Q: 3 clusters Score -586482.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -586589.000000 Penalty: 835.162537
	Iteration 3Q: 3 clusters Score -586589 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -586705.562500 Penalty: 835.162537
	Iteration 4Q: 3 clusters Score -586705.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -586838.812500 Penalty: 835.162537
	Iteration 5Q: 3 clusters Score -586838.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -586968.000000 Penalty: 835.162537
	Iteration 6Q: 3 clusters Score -586968 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -587125.125000 Penalty: 835.162537
	Iteration 7Q: 3 clusters Score -587125.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -587332.250000 Penalty: 835.162537
	Iteration 8Q: 3 clusters Score -587332.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -587628.687500 Penalty: 835.162537
	Iteration 9Q: 3 clusters Score -587628.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -587958.937500 Penalty: 835.162537
	Iteration 10Q: 3 clusters Score -587958.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -588193.000000 Penalty: 835.162537
	Iteration 11Q: 3 clusters Score -588193 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -588294.000000 Penalty: 835.162537
	Iteration 12Q: 3 clusters Score -588294 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -588343.937500 Penalty: 835.162537
	Iteration 13Q: 3 clusters Score -588343.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -588372.687500 Penalty: 835.162537
	Iteration 14Q: 3 clusters Score -588372.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -588397.562500 Penalty: 835.162537
	Iteration 15Q: 3 clusters Score -588397.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -588425.125000 Penalty: 835.162537
	Iteration 16Q: 3 clusters Score -588425.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -588454.875000 Penalty: 835.162537
	Iteration 17Q: 3 clusters Score -588454.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -588484.000000 Penalty: 835.162537
	Iteration 18Q: 3 clusters Score -588484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -588516.500000 Penalty: 835.162537
	Iteration 19Q: 3 clusters Score -588516.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -588547.812500 Penalty: 835.162537
	Iteration 20F: 3 clusters Score -588547.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -588585.375000 Penalty: 835.162537
	Iteration 21Q: 3 clusters Score -588585.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -588629.187500 Penalty: 835.162537
	Iteration 22Q: 3 clusters Score -588629.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -588674.687500 Penalty: 835.162537
	Iteration 23Q: 3 clusters Score -588674.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -588718.250000 Penalty: 835.162537
	Iteration 24Q: 3 clusters Score -588718.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -588768.875000 Penalty: 835.162537
	Iteration 25Q: 3 clusters Score -588768.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -588827.125000 Penalty: 835.162537
	Iteration 26Q: 3 clusters Score -588827.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -588884.562500 Penalty: 835.162537
	Iteration 27Q: 3 clusters Score -588884.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -588943.187500 Penalty: 835.162537
	Iteration 28Q: 3 clusters Score -588943.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -589005.750000 Penalty: 835.162537
	Iteration 29Q: 3 clusters Score -589005.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -589062.312500 Penalty: 835.162537
	Iteration 30Q: 3 clusters Score -589062.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -589128.250000 Penalty: 835.162537
	Iteration 31Q: 3 clusters Score -589128.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -589216.812500 Penalty: 835.162537
	Iteration 32Q: 3 clusters Score -589216.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -589313.937500 Penalty: 835.162537
	Iteration 33Q: 3 clusters Score -589313.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -589418.312500 Penalty: 835.162537
	Iteration 34Q: 3 clusters Score -589418.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -589524.937500 Penalty: 835.162537
	Iteration 35Q: 3 clusters Score -589524.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -589630.125000 Penalty: 835.162537
	Iteration 36Q: 3 clusters Score -589630.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -589719.687500 Penalty: 835.162537
	Iteration 37Q: 3 clusters Score -589719.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -589804.312500 Penalty: 835.162537
	Iteration 38Q: 3 clusters Score -589804.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -589888.187500 Penalty: 835.162537
	Iteration 39Q: 3 clusters Score -589888.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -589951.750000 Penalty: 835.162537
	Iteration 40F: 3 clusters Score -589951.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -589984.750000 Penalty: 835.162537
	Iteration 41Q: 3 clusters Score -589984.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -590005.125000 Penalty: 835.162537
	Iteration 42Q: 3 clusters Score -590005.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -590013.875000 Penalty: 835.162537
	Iteration 43Q: 3 clusters Score -590013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -590018.250000 Penalty: 835.162537
	Iteration 44Q: 3 clusters Score -590018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -590022.750000 Penalty: 835.162537
	Iteration 45Q: 3 clusters Score -590022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -590026.062500 Penalty: 835.162537
	Iteration 46Q: 3 clusters Score -590026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -590028.562500 Penalty: 835.162537
	Iteration 47Q: 3 clusters Score -590028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -590030.500000 Penalty: 835.162537
	Iteration 48Q: 3 clusters Score -590030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -590036.062500 Penalty: 835.162537
	Iteration 49Q: 3 clusters Score -590036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -590039.500000 Penalty: 835.162537
	Iteration 50Q: 3 clusters Score -590039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -590039.687500 Penalty: 835.162537
	Iteration 51Q: 3 clusters Score -590039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -590039.687500 Penalty: 835.162537
	Iteration 52F: 3 clusters Score -590039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -6228.523438 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -6228.523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6015.119141 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -6015.119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6102.020996 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -6102.021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6165.505371 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -6165.505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6429.008789 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -6429.009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6440.775879 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -6440.776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6447.234375 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -6447.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6448.125977 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -6448.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6448.125977 Penalty: 427.743713
	Iteration 7F: 3 clusters Score -6448.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 50 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 60 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58212000.000000 Penalty: 57900.906250
Splitting cluster 90 changes total score from -58212304.000000 to -58212000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 91 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -17788.585938 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -17788.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17441.501953 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -17441.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17517.837891 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -17517.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17553.435547 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -17553.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17585.277344 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -17585.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17617.253906 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -17617.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17642.169922 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -17642.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17667.636719 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -17667.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17695.562500 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -17695.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17728.720703 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -17728.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17771.480469 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -17771.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17782.279297 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -17782.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17787.470703 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -17787.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17794.958984 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -17794.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17794.958984 Penalty: 509.456421
	Iteration 13F: 3 clusters Score -17794.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 53 contains 120 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 150 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211788.000000 Penalty: 57900.906250
Splitting cluster 91 changes total score from -58212304.000000 to -58211788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 92 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -26517.546875 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -26517.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26056.646484 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -26056.65 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26169.890625 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -26169.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26213.984375 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -26213.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26239.650391 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -26239.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26263.849609 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -26263.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26286.738281 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -26286.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26308.457031 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -26308.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26315.175781 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -26315.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26324.279297 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -26324.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26338.720703 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -26338.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26344.978516 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -26344.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26347.048828 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -26347.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26352.964844 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -26352.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26355.771484 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -26355.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26358.455078 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -26358.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26359.863281 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -26359.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26362.185547 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -26362.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26364.859375 Penalty: 554.720032
	Iteration 17Q: 3 clusters Score -26364.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26366.191406 Penalty: 554.720032
	Iteration 18Q: 3 clusters Score -26366.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26366.726562 Penalty: 554.720032
	Iteration 19Q: 3 clusters Score -26366.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26367.160156 Penalty: 554.720032
	Iteration 20F: 3 clusters Score -26367.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129639 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112014 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5270 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119433 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34227 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145236 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1676 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9678 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212212.000000 Penalty: 57271.550781
Iteration 399Q: 92 clusters Score -5.821221e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129622 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 72693 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144891 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112011 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129243 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3141 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 755 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5188 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119625 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34233 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145268 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1672 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9592 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212248.000000 Penalty: 57271.550781
Iteration 400F: 92 clusters Score -5.821225e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129598 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144893 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112009 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5104 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119784 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34238 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145316 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1663 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9516 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212120.000000 Penalty: 57271.550781
Iteration 401Q: 92 clusters Score -5.821212e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129579 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10412 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144900 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 112002 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3080 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 5030 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119935 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34240 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145363 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1655 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9443 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212060.000000 Penalty: 57271.550781
Iteration 402Q: 92 clusters Score -5.821206e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129566 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10394 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144901 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111997 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3048 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4970 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120122 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34241 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145365 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1646 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212056.000000 Penalty: 57271.550781
Iteration 403Q: 92 clusters Score -5.821206e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129557 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 72694 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144906 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111991 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4924 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120326 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34241 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145343 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1647 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9310 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211968.000000 Penalty: 57271.550781
Iteration 404Q: 92 clusters Score -5.821197e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129548 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10343 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144909 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111988 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2982 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4879 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120531 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34240 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145292 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1643 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9279 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211900.000000 Penalty: 57271.550781
Iteration 405Q: 92 clusters Score -5.82119e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129533 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 72695 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144912 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111986 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129249 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4838 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120780 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34246 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145190 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1638 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9234 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212032.000000 Penalty: 57271.550781
Iteration 406Q: 92 clusters Score -5.821203e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129519 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 72696 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144910 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111985 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129248 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4783 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121022 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34248 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145100 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1634 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9189 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212052.000000 Penalty: 57271.550781
Iteration 407Q: 92 clusters Score -5.821205e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129502 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 72696 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144909 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111986 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2865 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4732 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121264 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34249 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145027 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1626 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211904.000000 Penalty: 57271.550781
Iteration 408Q: 92 clusters Score -5.82119e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129491 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 787 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111982 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4687 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121483 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34248 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144968 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1623 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 9066 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211836.000000 Penalty: 57271.550781
Iteration 409Q: 92 clusters Score -5.821184e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129478 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10343 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111980 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129247 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4661 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121706 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34249 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144890 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1624 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8992 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211856.000000 Penalty: 57271.550781
Iteration 410Q: 92 clusters Score -5.821186e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129471 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10326 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111979 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4626 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121900 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34250 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144873 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1619 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8906 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211660.000000 Penalty: 57271.550781
Iteration 411Q: 92 clusters Score -5.821166e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129464 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144913 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111976 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129247 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4588 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122100 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34251 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144868 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1619 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8809 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211644.000000 Penalty: 57271.550781
Iteration 412Q: 92 clusters Score -5.821164e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129456 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144914 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111973 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129247 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2715 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4546 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122278 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34252 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144896 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1619 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8704 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211564.000000 Penalty: 57271.550781
Iteration 413Q: 92 clusters Score -5.821156e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129442 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10274 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144913 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111973 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129248 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2679 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4506 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122371 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34254 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 144972 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1620 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8628 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211548.000000 Penalty: 57271.550781
Iteration 414Q: 92 clusters Score -5.821155e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129438 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144913 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111970 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2637 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4464 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122447 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34257 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145082 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1622 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8542 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211484.000000 Penalty: 57271.550781
Iteration 415Q: 92 clusters Score -5.821148e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129431 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 811 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10235 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111966 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2594 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4420 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122485 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34261 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145222 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1622 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8472 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211544.000000 Penalty: 57271.550781
Iteration 416Q: 92 clusters Score -5.821154e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129418 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 815 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10209 members 
Mstep: Class 17 contains 72697 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111968 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122528 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34267 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145380 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1620 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211596.000000 Penalty: 57271.550781
Iteration 417Q: 92 clusters Score -5.82116e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129409 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15681 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 821 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 72698 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144912 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111968 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2508 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 755 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4351 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122551 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34272 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145535 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1617 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8296 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211576.000000 Penalty: 57271.550781
Iteration 418Q: 92 clusters Score -5.821158e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129403 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10169 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144913 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111966 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2467 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 754 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4329 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122566 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34276 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145697 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1617 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8200 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211540.000000 Penalty: 57271.550781
Iteration 419Q: 92 clusters Score -5.821154e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129403 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111964 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2435 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122546 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34279 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 145893 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1616 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 8099 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211464.000000 Penalty: 57271.550781
Iteration 420F: 92 clusters Score -5.821146e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129402 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 72703 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144910 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111962 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129245 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2410 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4298 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122474 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34281 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 146135 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1610 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7998 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211416.000000 Penalty: 57271.550781
Iteration 421Q: 92 clusters Score -5.821142e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129398 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 825 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144907 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111960 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 129243 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2387 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4279 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122392 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34284 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 146390 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1606 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7894 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211468.000000 Penalty: 57271.550781
Iteration 422Q: 92 clusters Score -5.821147e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129398 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19260 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144904 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111960 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4262 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122287 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34286 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 146660 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1601 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7787 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211288.000000 Penalty: 57271.550781
Iteration 423Q: 92 clusters Score -5.821129e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129387 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144907 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111960 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129237 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4258 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 122133 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34289 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 146927 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1596 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7719 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211340.000000 Penalty: 57271.550781
Iteration 424Q: 92 clusters Score -5.821134e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129377 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10062 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144908 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111961 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129229 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4256 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121974 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34292 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 147199 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1596 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7643 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211308.000000 Penalty: 57271.550781
Iteration 425Q: 92 clusters Score -5.821131e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129367 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144906 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111964 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129227 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4254 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121803 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34296 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 147491 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1598 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7564 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211308.000000 Penalty: 57271.550781
Iteration 426Q: 92 clusters Score -5.821131e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129357 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 821 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144905 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111965 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129228 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2297 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121611 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34298 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 147779 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1597 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7492 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211244.000000 Penalty: 57271.550781
Iteration 427Q: 92 clusters Score -5.821124e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129346 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19254 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144900 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111967 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129230 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121383 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34301 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 148090 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1599 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7436 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211312.000000 Penalty: 57271.550781
Iteration 428Q: 92 clusters Score -5.821131e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129335 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10011 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144904 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111967 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129232 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4276 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 121140 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34302 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 148438 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1597 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7366 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211300.000000 Penalty: 57271.550781
Iteration 429Q: 92 clusters Score -5.82113e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129326 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 817 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144904 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111963 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2250 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120921 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34304 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 148767 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1593 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7288 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211316.000000 Penalty: 57271.550781
Iteration 430Q: 92 clusters Score -5.821132e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129327 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 816 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9987 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 19254 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144903 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111961 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2240 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120660 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34303 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 149133 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1591 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7212 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211424.000000 Penalty: 57271.550781
Iteration 431Q: 92 clusters Score -5.821142e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129318 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9981 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144904 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111957 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2232 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120403 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34307 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 149497 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1588 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7124 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211400.000000 Penalty: 57271.550781
Iteration 432Q: 92 clusters Score -5.82114e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9979 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19257 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144902 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111954 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 129239 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2222 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 120119 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34309 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 149871 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1590 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 7050 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211352.000000 Penalty: 57271.550781
Iteration 433Q: 92 clusters Score -5.821135e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129306 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19258 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144896 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111952 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2212 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119842 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34311 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 150244 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1588 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6973 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211484.000000 Penalty: 57271.550781
Iteration 434Q: 92 clusters Score -5.821148e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129303 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 821 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9989 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144892 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111951 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4251 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119591 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34313 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 150600 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1585 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6890 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211688.000000 Penalty: 57271.550781
Iteration 435Q: 92 clusters Score -5.821169e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129298 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 821 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144890 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111948 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 129244 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2189 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4240 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119389 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34318 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 150894 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1583 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6824 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211704.000000 Penalty: 57271.550781
Iteration 436Q: 92 clusters Score -5.82117e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129295 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144889 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111946 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 129242 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2182 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119189 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34322 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151182 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1582 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6750 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211808.000000 Penalty: 57271.550781
Iteration 437Q: 92 clusters Score -5.821181e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129292 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 822 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144888 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111942 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2177 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4211 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119006 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34327 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151471 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6680 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211800.000000 Penalty: 57271.550781
Iteration 438Q: 92 clusters Score -5.82118e+07 nChanged 475
Entering ConstructFrom: 
Score: -58211800.000000 Penalty: 57271.550781
Entering ConstructFrom: 
Trying to split cluster 1 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -60494.750000 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -60494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59656.566406 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -59656.57 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -59935.894531 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -59935.89 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60046.558594 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -60046.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60129.324219 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -60129.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60209.089844 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -60209.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -60272.238281 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -60272.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60311.542969 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -60311.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60336.636719 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -60336.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60355.152344 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -60355.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60365.804688 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -60365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60368.773438 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -60368.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60371.074219 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -60371.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60371.695312 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -60371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60372.402344 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -60372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60374.421875 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -60374.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60376.667969 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -60376.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60380.273438 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -60380.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60382.996094 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -60383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60384.089844 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -60384.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -60384.234375 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -60384.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -60384.234375 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -60384.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Entering Unmasked Estep 
Score: -7733157.500000 Penalty: 535.526184
	Iteration 0F: 2 clusters Score -7733158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -7650974.500000 Penalty: 1071.052368
	Iteration 0F: 3 clusters Score -7650974 nChanged 63478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -7690774.000000 Penalty: 1071.052368
	Iteration 1F: 3 clusters Score -7690774 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -7694551.000000 Penalty: 1071.052368
	Iteration 2F: 3 clusters Score -7694551 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -7700614.500000 Penalty: 1071.052368
	Iteration 3F: 3 clusters Score -7700614 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7708880.000000 Penalty: 1071.052368
	Iteration 4F: 3 clusters Score -7708880 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -7717103.500000 Penalty: 1071.052368
	Iteration 5F: 3 clusters Score -7717104 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -7722157.500000 Penalty: 1071.052368
	Iteration 6F: 3 clusters Score -7722158 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7724443.000000 Penalty: 1071.052368
	Iteration 7Q: 3 clusters Score -7724443 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -7725937.500000 Penalty: 1071.052368
	Iteration 8Q: 3 clusters Score -7725938 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -7727124.500000 Penalty: 1071.052368
	Iteration 9Q: 3 clusters Score -7727124 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -7728251.500000 Penalty: 1071.052368
	Iteration 10Q: 3 clusters Score -7728252 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120269 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7729251.500000 Penalty: 1071.052368
	Iteration 11Q: 3 clusters Score -7729252 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122571 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7730129.500000 Penalty: 1071.052368
	Iteration 12Q: 3 clusters Score -7730130 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124447 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7730741.000000 Penalty: 1071.052368
	Iteration 13Q: 3 clusters Score -7730741 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7731328.000000 Penalty: 1071.052368
	Iteration 14Q: 3 clusters Score -7731328 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127054 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7731783.000000 Penalty: 1071.052368
	Iteration 15Q: 3 clusters Score -7731783 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7732094.000000 Penalty: 1071.052368
	Iteration 16Q: 3 clusters Score -7732094 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128431 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7732353.500000 Penalty: 1071.052368
	Iteration 17Q: 3 clusters Score -7732354 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7732494.500000 Penalty: 1071.052368
	Iteration 18Q: 3 clusters Score -7732494 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7732580.500000 Penalty: 1071.052368
	Iteration 19Q: 3 clusters Score -7732580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7732625.500000 Penalty: 1071.052368
	Iteration 20F: 3 clusters Score -7732626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7732659.000000 Penalty: 1071.052368
	Iteration 21Q: 3 clusters Score -7732659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7732680.500000 Penalty: 1071.052368
	Iteration 22Q: 3 clusters Score -7732680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7732686.000000 Penalty: 1071.052368
	Iteration 23Q: 3 clusters Score -7732686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129172 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7732697.500000 Penalty: 1071.052368
	Iteration 24Q: 3 clusters Score -7732698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7732709.500000 Penalty: 1071.052368
	Iteration 25Q: 3 clusters Score -7732710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7732709.000000 Penalty: 1071.052368
	Iteration 26Q: 3 clusters Score -7732709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129186 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7732713.000000 Penalty: 1071.052368
	Iteration 27Q: 3 clusters Score -7732713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7732719.500000 Penalty: 1071.052368
	Iteration 28Q: 3 clusters Score -7732720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7732719.500000 Penalty: 1071.052368
	Iteration 29Q: 3 clusters Score -7732720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129206 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7732726.500000 Penalty: 1071.052368
	Iteration 30Q: 3 clusters Score -7732726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129208 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7732726.500000 Penalty: 1071.052368
	Iteration 31Q: 3 clusters Score -7732726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7732726.000000 Penalty: 1071.052368
	Iteration 32Q: 3 clusters Score -7732726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7732726.000000 Penalty: 1071.052368
	Iteration 33F: 3 clusters Score -7732726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4851.920898 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4851.921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4679.223633 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4679.224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4762.277344 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4762.277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4792.215332 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -4792.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4814.606934 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4814.607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4825.624023 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -4825.624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4847.237793 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -4847.238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4858.524414 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -4858.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4859.409668 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -4859.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4859.409668 Penalty: 422.639587
	Iteration 8F: 3 clusters Score -4859.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 62 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 42 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211316.000000 Penalty: 57900.906250
Splitting cluster 3 changes total score from -58211800.000000 to -58211316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Entering Unmasked Estep 
Score: -940530.937500 Penalty: 439.559631
	Iteration 0F: 2 clusters Score -940530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -930105.187500 Penalty: 879.119263
	Iteration 0F: 3 clusters Score -930105.2 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -934758.875000 Penalty: 879.119263
	Iteration 1F: 3 clusters Score -934758.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -935297.812500 Penalty: 879.119263
	Iteration 2F: 3 clusters Score -935297.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -935975.062500 Penalty: 879.119263
	Iteration 3F: 3 clusters Score -935975.1 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -936823.750000 Penalty: 879.119263
	Iteration 4F: 3 clusters Score -936823.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -937648.812500 Penalty: 879.119263
	Iteration 5F: 3 clusters Score -937648.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -938368.687500 Penalty: 879.119263
	Iteration 6F: 3 clusters Score -938368.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -938896.562500 Penalty: 879.119263
	Iteration 7Q: 3 clusters Score -938896.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -939243.875000 Penalty: 879.119263
	Iteration 8Q: 3 clusters Score -939243.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -939468.875000 Penalty: 879.119263
	Iteration 9Q: 3 clusters Score -939468.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -939600.750000 Penalty: 879.119263
	Iteration 10Q: 3 clusters Score -939600.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -939697.875000 Penalty: 879.119263
	Iteration 11Q: 3 clusters Score -939697.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -939785.500000 Penalty: 879.119263
	Iteration 12Q: 3 clusters Score -939785.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -939861.187500 Penalty: 879.119263
	Iteration 13Q: 3 clusters Score -939861.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -939925.687500 Penalty: 879.119263
	Iteration 14Q: 3 clusters Score -939925.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -939967.937500 Penalty: 879.119263
	Iteration 15Q: 3 clusters Score -939967.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -940001.750000 Penalty: 879.119263
	Iteration 16Q: 3 clusters Score -940001.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -940029.187500 Penalty: 879.119263
	Iteration 17Q: 3 clusters Score -940029.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -940048.500000 Penalty: 879.119263
	Iteration 18Q: 3 clusters Score -940048.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -940074.187500 Penalty: 879.119263
	Iteration 19Q: 3 clusters Score -940074.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -940109.125000 Penalty: 879.119263
	Iteration 20F: 3 clusters Score -940109.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -940129.312500 Penalty: 879.119263
	Iteration 21Q: 3 clusters Score -940129.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -940144.937500 Penalty: 879.119263
	Iteration 22Q: 3 clusters Score -940144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -940153.375000 Penalty: 879.119263
	Iteration 23Q: 3 clusters Score -940153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -940159.375000 Penalty: 879.119263
	Iteration 24Q: 3 clusters Score -940159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -940162.750000 Penalty: 879.119263
	Iteration 25Q: 3 clusters Score -940162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -940165.437500 Penalty: 879.119263
	Iteration 26Q: 3 clusters Score -940165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -940167.812500 Penalty: 879.119263
	Iteration 27Q: 3 clusters Score -940167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -940170.000000 Penalty: 879.119263
	Iteration 28Q: 3 clusters Score -940170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -940170.562500 Penalty: 879.119263
	Iteration 29Q: 3 clusters Score -940170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -940173.000000 Penalty: 879.119263
	Iteration 30Q: 3 clusters Score -940173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -940172.625000 Penalty: 879.119263
	Iteration 31Q: 3 clusters Score -940172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -940173.937500 Penalty: 879.119263
	Iteration 32Q: 3 clusters Score -940173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -940175.187500 Penalty: 879.119263
	Iteration 33Q: 3 clusters Score -940175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -940175.250000 Penalty: 879.119263
	Iteration 34Q: 3 clusters Score -940175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -940175.250000 Penalty: 879.119263
	Iteration 35F: 3 clusters Score -940175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -67384.203125 Penalty: 325.783142
	Iteration 0F: 2 clusters Score -67384.2 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 662 members 
Entering Unmasked Estep 
Score: -66375.171875 Penalty: 651.566284
	Iteration 0F: 3 clusters Score -66375.17 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66685.468750 Penalty: 651.566284
	Iteration 1F: 3 clusters Score -66685.47 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66778.375000 Penalty: 651.566284
	Iteration 2F: 3 clusters Score -66778.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66840.164062 Penalty: 651.566284
	Iteration 3F: 3 clusters Score -66840.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -66889.882812 Penalty: 651.566284
	Iteration 4F: 3 clusters Score -66889.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -66946.375000 Penalty: 651.566284
	Iteration 5Q: 3 clusters Score -66946.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -67000.406250 Penalty: 651.566284
	Iteration 6Q: 3 clusters Score -67000.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67036.007812 Penalty: 651.566284
	Iteration 7Q: 3 clusters Score -67036.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67071.085938 Penalty: 651.566284
	Iteration 8Q: 3 clusters Score -67071.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67090.375000 Penalty: 651.566284
	Iteration 9Q: 3 clusters Score -67090.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -67105.546875 Penalty: 651.566284
	Iteration 10Q: 3 clusters Score -67105.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -67116.335938 Penalty: 651.566284
	Iteration 11Q: 3 clusters Score -67116.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -67130.820312 Penalty: 651.566284
	Iteration 12Q: 3 clusters Score -67130.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -67142.835938 Penalty: 651.566284
	Iteration 13Q: 3 clusters Score -67142.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67147.703125 Penalty: 651.566284
	Iteration 14Q: 3 clusters Score -67147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67153.703125 Penalty: 651.566284
	Iteration 15Q: 3 clusters Score -67153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67157.273438 Penalty: 651.566284
	Iteration 16Q: 3 clusters Score -67157.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67160.609375 Penalty: 651.566284
	Iteration 17Q: 3 clusters Score -67160.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67163.039062 Penalty: 651.566284
	Iteration 18Q: 3 clusters Score -67163.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67164.085938 Penalty: 651.566284
	Iteration 19Q: 3 clusters Score -67164.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -67165.757812 Penalty: 651.566284
	Iteration 20F: 3 clusters Score -67165.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -67166.234375 Penalty: 651.566284
	Iteration 21Q: 3 clusters Score -67166.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67167.273438 Penalty: 651.566284
	Iteration 22Q: 3 clusters Score -67167.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -67168.812500 Penalty: 651.566284
	Iteration 23Q: 3 clusters Score -67168.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -67170.218750 Penalty: 651.566284
	Iteration 24Q: 3 clusters Score -67170.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -67174.117188 Penalty: 651.566284
	Iteration 25Q: 3 clusters Score -67174.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -67180.046875 Penalty: 651.566284
	Iteration 26Q: 3 clusters Score -67180.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67190.468750 Penalty: 651.566284
	Iteration 27Q: 3 clusters Score -67190.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -67200.117188 Penalty: 651.566284
	Iteration 28Q: 3 clusters Score -67200.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -67205.500000 Penalty: 651.566284
	Iteration 29Q: 3 clusters Score -67205.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -67213.257812 Penalty: 651.566284
	Iteration 30Q: 3 clusters Score -67213.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -67218.078125 Penalty: 651.566284
	Iteration 31Q: 3 clusters Score -67218.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -67224.203125 Penalty: 651.566284
	Iteration 32Q: 3 clusters Score -67224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -67238.609375 Penalty: 651.566284
	Iteration 33Q: 3 clusters Score -67238.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -67269.734375 Penalty: 651.566284
	Iteration 34Q: 3 clusters Score -67269.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -67296.195312 Penalty: 651.566284
	Iteration 35Q: 3 clusters Score -67296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -67304.953125 Penalty: 651.566284
	Iteration 36Q: 3 clusters Score -67304.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -67308.515625 Penalty: 651.566284
	Iteration 37Q: 3 clusters Score -67308.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -67310.820312 Penalty: 651.566284
	Iteration 38Q: 3 clusters Score -67310.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -67311.179688 Penalty: 651.566284
	Iteration 39Q: 3 clusters Score -67311.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -67311.179688 Penalty: 651.566284
	Iteration 40F: 3 clusters Score -67311.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -532923.937500 Penalty: 413.419220
	Iteration 0F: 2 clusters Score -532923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -527040.312500 Penalty: 826.838440
	Iteration 0F: 3 clusters Score -527040.3 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -529472.500000 Penalty: 826.838440
	Iteration 1F: 3 clusters Score -529472.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -529707.375000 Penalty: 826.838440
	Iteration 2F: 3 clusters Score -529707.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -529976.000000 Penalty: 826.838440
	Iteration 3F: 3 clusters Score -529976 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -530282.812500 Penalty: 826.838440
	Iteration 4F: 3 clusters Score -530282.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -530626.250000 Penalty: 826.838440
	Iteration 5F: 3 clusters Score -530626.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -531008.000000 Penalty: 826.838440
	Iteration 6F: 3 clusters Score -531008 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -531405.500000 Penalty: 826.838440
	Iteration 7F: 3 clusters Score -531405.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -531615.250000 Penalty: 826.838440
	Iteration 8Q: 3 clusters Score -531615.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -531702.625000 Penalty: 826.838440
	Iteration 9Q: 3 clusters Score -531702.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -531747.125000 Penalty: 826.838440
	Iteration 10Q: 3 clusters Score -531747.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -531778.250000 Penalty: 826.838440
	Iteration 11Q: 3 clusters Score -531778.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -531802.125000 Penalty: 826.838440
	Iteration 12Q: 3 clusters Score -531802.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -531819.187500 Penalty: 826.838440
	Iteration 13Q: 3 clusters Score -531819.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -531836.812500 Penalty: 826.838440
	Iteration 14Q: 3 clusters Score -531836.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -531851.437500 Penalty: 826.838440
	Iteration 15Q: 3 clusters Score -531851.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -531870.312500 Penalty: 826.838440
	Iteration 16Q: 3 clusters Score -531870.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -531893.187500 Penalty: 826.838440
	Iteration 17Q: 3 clusters Score -531893.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -531929.875000 Penalty: 826.838440
	Iteration 18Q: 3 clusters Score -531929.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -531968.562500 Penalty: 826.838440
	Iteration 19Q: 3 clusters Score -531968.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -531996.625000 Penalty: 826.838440
	Iteration 20F: 3 clusters Score -531996.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -532024.187500 Penalty: 826.838440
	Iteration 21Q: 3 clusters Score -532024.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -532043.437500 Penalty: 826.838440
	Iteration 22Q: 3 clusters Score -532043.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -532060.812500 Penalty: 826.838440
	Iteration 23Q: 3 clusters Score -532060.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -532078.500000 Penalty: 826.838440
	Iteration 24Q: 3 clusters Score -532078.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -532094.000000 Penalty: 826.838440
	Iteration 25Q: 3 clusters Score -532094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -532108.562500 Penalty: 826.838440
	Iteration 26Q: 3 clusters Score -532108.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -532126.000000 Penalty: 826.838440
	Iteration 27Q: 3 clusters Score -532126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -532143.062500 Penalty: 826.838440
	Iteration 28Q: 3 clusters Score -532143.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -532160.000000 Penalty: 826.838440
	Iteration 29Q: 3 clusters Score -532160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -532189.187500 Penalty: 826.838440
	Iteration 30Q: 3 clusters Score -532189.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -532208.875000 Penalty: 826.838440
	Iteration 31Q: 3 clusters Score -532208.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -532224.062500 Penalty: 826.838440
	Iteration 32Q: 3 clusters Score -532224.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -532240.125000 Penalty: 826.838440
	Iteration 33Q: 3 clusters Score -532240.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -532254.812500 Penalty: 826.838440
	Iteration 34Q: 3 clusters Score -532254.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -532263.125000 Penalty: 826.838440
	Iteration 35Q: 3 clusters Score -532263.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -532268.062500 Penalty: 826.838440
	Iteration 36Q: 3 clusters Score -532268.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -532272.687500 Penalty: 826.838440
	Iteration 37Q: 3 clusters Score -532272.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -532275.812500 Penalty: 826.838440
	Iteration 38Q: 3 clusters Score -532275.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -532279.812500 Penalty: 826.838440
	Iteration 39Q: 3 clusters Score -532279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -532281.562500 Penalty: 826.838440
	Iteration 40F: 3 clusters Score -532281.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -532286.000000 Penalty: 826.838440
	Iteration 41Q: 3 clusters Score -532286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -532287.250000 Penalty: 826.838440
	Iteration 42Q: 3 clusters Score -532287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -532289.500000 Penalty: 826.838440
	Iteration 43Q: 3 clusters Score -532289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -532289.625000 Penalty: 826.838440
	Iteration 44Q: 3 clusters Score -532289.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -532288.562500 Penalty: 826.838440
	Iteration 45Q: 3 clusters Score -532288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -532293.062500 Penalty: 826.838440
	Iteration 46Q: 3 clusters Score -532293.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -532296.562500 Penalty: 826.838440
	Iteration 47Q: 3 clusters Score -532296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -532300.375000 Penalty: 826.838440
	Iteration 48Q: 3 clusters Score -532300.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -532304.812500 Penalty: 826.838440
	Iteration 49Q: 3 clusters Score -532304.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -532308.812500 Penalty: 826.838440
	Iteration 50Q: 3 clusters Score -532308.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -532311.812500 Penalty: 826.838440
	Iteration 51Q: 3 clusters Score -532311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -532314.125000 Penalty: 826.838440
	Iteration 52Q: 3 clusters Score -532314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -532313.625000 Penalty: 826.838440
	Iteration 53Q: 3 clusters Score -532313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -532314.937500 Penalty: 826.838440
	Iteration 54Q: 3 clusters Score -532314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -532316.812500 Penalty: 826.838440
	Iteration 55Q: 3 clusters Score -532316.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -532318.187500 Penalty: 826.838440
	Iteration 56Q: 3 clusters Score -532318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -532319.187500 Penalty: 826.838440
	Iteration 57Q: 3 clusters Score -532319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -532321.875000 Penalty: 826.838440
	Iteration 58Q: 3 clusters Score -532321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -532322.187500 Penalty: 826.838440
	Iteration 59Q: 3 clusters Score -532322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -532323.062500 Penalty: 826.838440
	Iteration 60F: 3 clusters Score -532323.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -532324.937500 Penalty: 826.838440
	Iteration 61Q: 3 clusters Score -532324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -532326.375000 Penalty: 826.838440
	Iteration 62Q: 3 clusters Score -532326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -532327.687500 Penalty: 826.838440
	Iteration 63Q: 3 clusters Score -532327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -532328.125000 Penalty: 826.838440
	Iteration 64Q: 3 clusters Score -532328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -532329.875000 Penalty: 826.838440
	Iteration 65Q: 3 clusters Score -532329.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -532331.687500 Penalty: 826.838440
	Iteration 66Q: 3 clusters Score -532331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -532331.750000 Penalty: 826.838440
	Iteration 67Q: 3 clusters Score -532331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 826.838440
	Iteration 68Q: 3 clusters Score -532332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -532331.875000 Penalty: 826.838440
	Iteration 69Q: 3 clusters Score -532331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -532332.125000 Penalty: 826.838440
	Iteration 70Q: 3 clusters Score -532332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -532331.500000 Penalty: 826.838440
	Iteration 71Q: 3 clusters Score -532331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -532331.375000 Penalty: 826.838440
	Iteration 72Q: 3 clusters Score -532331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -532331.562500 Penalty: 826.838440
	Iteration 73Q: 3 clusters Score -532331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 826.838440
	Iteration 74Q: 3 clusters Score -532332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 826.838440
	Iteration 75Q: 3 clusters Score -532332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532332.562500 Penalty: 826.838440
	Iteration 76Q: 3 clusters Score -532332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -532333.562500 Penalty: 826.838440
	Iteration 77Q: 3 clusters Score -532333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -532332.875000 Penalty: 826.838440
	Iteration 78Q: 3 clusters Score -532332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 826.838440
	Iteration 79Q: 3 clusters Score -532332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -532332.750000 Penalty: 826.838440
	Iteration 80F: 3 clusters Score -532332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -82263.484375 Penalty: 328.990631
	Iteration 0F: 2 clusters Score -82263.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -81217.984375 Penalty: 657.981262
	Iteration 0F: 3 clusters Score -81217.98 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -81519.023438 Penalty: 657.981262
	Iteration 1F: 3 clusters Score -81519.02 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -81579.742188 Penalty: 657.981262
	Iteration 2F: 3 clusters Score -81579.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81609.835938 Penalty: 657.981262
	Iteration 3Q: 3 clusters Score -81609.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81634.164062 Penalty: 657.981262
	Iteration 4Q: 3 clusters Score -81634.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81662.015625 Penalty: 657.981262
	Iteration 5Q: 3 clusters Score -81662.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -81693.953125 Penalty: 657.981262
	Iteration 6Q: 3 clusters Score -81693.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81723.070312 Penalty: 657.981262
	Iteration 7Q: 3 clusters Score -81723.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81760.515625 Penalty: 657.981262
	Iteration 8Q: 3 clusters Score -81760.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81785.578125 Penalty: 657.981262
	Iteration 9Q: 3 clusters Score -81785.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81806.562500 Penalty: 657.981262
	Iteration 10Q: 3 clusters Score -81806.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81825.101562 Penalty: 657.981262
	Iteration 11Q: 3 clusters Score -81825.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81841.179688 Penalty: 657.981262
	Iteration 12Q: 3 clusters Score -81841.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81859.375000 Penalty: 657.981262
	Iteration 13Q: 3 clusters Score -81859.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81875.054688 Penalty: 657.981262
	Iteration 14Q: 3 clusters Score -81875.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -81888.585938 Penalty: 657.981262
	Iteration 15Q: 3 clusters Score -81888.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81906.007812 Penalty: 657.981262
	Iteration 16Q: 3 clusters Score -81906.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81921.000000 Penalty: 657.981262
	Iteration 17Q: 3 clusters Score -81921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81933.164062 Penalty: 657.981262
	Iteration 18Q: 3 clusters Score -81933.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81941.304688 Penalty: 657.981262
	Iteration 19Q: 3 clusters Score -81941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81948.195312 Penalty: 657.981262
	Iteration 20F: 3 clusters Score -81948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81952.875000 Penalty: 657.981262
	Iteration 21Q: 3 clusters Score -81952.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81954.687500 Penalty: 657.981262
	Iteration 22Q: 3 clusters Score -81954.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81959.914062 Penalty: 657.981262
	Iteration 23Q: 3 clusters Score -81959.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81965.546875 Penalty: 657.981262
	Iteration 24Q: 3 clusters Score -81965.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81968.890625 Penalty: 657.981262
	Iteration 25Q: 3 clusters Score -81968.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -81971.945312 Penalty: 657.981262
	Iteration 26Q: 3 clusters Score -81971.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81972.625000 Penalty: 657.981262
	Iteration 27Q: 3 clusters Score -81972.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81972.898438 Penalty: 657.981262
	Iteration 28Q: 3 clusters Score -81972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81972.898438 Penalty: 657.981262
	Iteration 29F: 3 clusters Score -81972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 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 230 members 
Entering Unmasked Estep 
Score: -25419.220703 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25419.22 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25640.773438 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25640.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25721.890625 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25721.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25762.173828 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -25762.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25775.546875 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25775.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25779.324219 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25779.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25780.501953 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25786.103516 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25789.900391 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25795.781250 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25795.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25806.064453 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25806.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25806.912109 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25806.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25806.912109 Penalty: 553.273926
	Iteration 12F: 3 clusters Score -25806.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -40394.539062 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40394.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39822.667969 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -39822.67 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39998.566406 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -39998.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40031.671875 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -40031.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40048.351562 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -40048.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40059.753906 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -40059.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40070.507812 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -40070.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -40083.867188 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -40083.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40095.648438 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40095.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -40104.757812 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40104.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40110.828125 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40110.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -40121.394531 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40121.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40127.207031 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40127.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40131.121094 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40131.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -40133.445312 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40133.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -40137.218750 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40137.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -40138.949219 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40138.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40139.480469 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40139.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40139.480469 Penalty: 591.753906
	Iteration 17F: 3 clusters Score -40139.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 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 121 members 
Entering Unmasked Estep 
Score: -16122.832031 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16122.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16217.175781 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16217.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16233.090820 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16233.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16244.342773 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16244.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16256.611328 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16256.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16262.264648 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16262.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16264.580078 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16264.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16264.580078 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -16264.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -47448.437500 Penalty: 305.439514
	Iteration 0F: 2 clusters Score -47448.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46755.824219 Penalty: 610.879028
	Iteration 0F: 3 clusters Score -46755.82 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46962.953125 Penalty: 610.879028
	Iteration 1F: 3 clusters Score -46962.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46999.417969 Penalty: 610.879028
	Iteration 2F: 3 clusters Score -46999.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -47017.617188 Penalty: 610.879028
	Iteration 3Q: 3 clusters Score -47017.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47027.421875 Penalty: 610.879028
	Iteration 4Q: 3 clusters Score -47027.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47033.308594 Penalty: 610.879028
	Iteration 5Q: 3 clusters Score -47033.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -47035.851562 Penalty: 610.879028
	Iteration 6Q: 3 clusters Score -47035.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -47037.281250 Penalty: 610.879028
	Iteration 7Q: 3 clusters Score -47037.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47039.246094 Penalty: 610.879028
	Iteration 8Q: 3 clusters Score -47039.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -47043.113281 Penalty: 610.879028
	Iteration 9Q: 3 clusters Score -47043.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47045.898438 Penalty: 610.879028
	Iteration 10Q: 3 clusters Score -47045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47049.867188 Penalty: 610.879028
	Iteration 11Q: 3 clusters Score -47049.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47055.238281 Penalty: 610.879028
	Iteration 12Q: 3 clusters Score -47055.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -47065.308594 Penalty: 610.879028
	Iteration 13Q: 3 clusters Score -47065.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47073.574219 Penalty: 610.879028
	Iteration 14Q: 3 clusters Score -47073.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -47080.109375 Penalty: 610.879028
	Iteration 15Q: 3 clusters Score -47080.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47084.878906 Penalty: 610.879028
	Iteration 16Q: 3 clusters Score -47084.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47086.746094 Penalty: 610.879028
	Iteration 17Q: 3 clusters Score -47086.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -47090.253906 Penalty: 610.879028
	Iteration 18Q: 3 clusters Score -47090.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47097.945312 Penalty: 610.879028
	Iteration 19Q: 3 clusters Score -47097.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47105.105469 Penalty: 610.879028
	Iteration 20F: 3 clusters Score -47105.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -47109.812500 Penalty: 610.879028
	Iteration 21Q: 3 clusters Score -47109.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47113.503906 Penalty: 610.879028
	Iteration 22Q: 3 clusters Score -47113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -47113.796875 Penalty: 610.879028
	Iteration 23Q: 3 clusters Score -47113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47114.222656 Penalty: 610.879028
	Iteration 24Q: 3 clusters Score -47114.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47115.152344 Penalty: 610.879028
	Iteration 25Q: 3 clusters Score -47115.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -47116.824219 Penalty: 610.879028
	Iteration 26Q: 3 clusters Score -47116.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -47117.652344 Penalty: 610.879028
	Iteration 27Q: 3 clusters Score -47117.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -47118.113281 Penalty: 610.879028
	Iteration 28Q: 3 clusters Score -47118.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -47118.113281 Penalty: 610.879028
	Iteration 29F: 3 clusters Score -47118.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -416508.937500 Penalty: 404.053986
	Iteration 0F: 2 clusters Score -416508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -411720.093750 Penalty: 808.107971
	Iteration 0F: 3 clusters Score -411720.1 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -413943.125000 Penalty: 808.107971
	Iteration 1F: 3 clusters Score -413943.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -414346.250000 Penalty: 808.107971
	Iteration 2F: 3 clusters Score -414346.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -414767.593750 Penalty: 808.107971
	Iteration 3F: 3 clusters Score -414767.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -415121.375000 Penalty: 808.107971
	Iteration 4F: 3 clusters Score -415121.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -415413.906250 Penalty: 808.107971
	Iteration 5F: 3 clusters Score -415413.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -415613.843750 Penalty: 808.107971
	Iteration 6Q: 3 clusters Score -415613.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -415762.093750 Penalty: 808.107971
	Iteration 7Q: 3 clusters Score -415762.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -415878.062500 Penalty: 808.107971
	Iteration 8Q: 3 clusters Score -415878.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -415977.281250 Penalty: 808.107971
	Iteration 9Q: 3 clusters Score -415977.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -416064.312500 Penalty: 808.107971
	Iteration 10Q: 3 clusters Score -416064.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -416141.875000 Penalty: 808.107971
	Iteration 11Q: 3 clusters Score -416141.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -416198.906250 Penalty: 808.107971
	Iteration 12Q: 3 clusters Score -416198.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -416229.812500 Penalty: 808.107971
	Iteration 13Q: 3 clusters Score -416229.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -416251.187500 Penalty: 808.107971
	Iteration 14Q: 3 clusters Score -416251.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -416268.187500 Penalty: 808.107971
	Iteration 15Q: 3 clusters Score -416268.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -416279.093750 Penalty: 808.107971
	Iteration 16Q: 3 clusters Score -416279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -416284.468750 Penalty: 808.107971
	Iteration 17Q: 3 clusters Score -416284.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -416288.906250 Penalty: 808.107971
	Iteration 18Q: 3 clusters Score -416288.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -416293.843750 Penalty: 808.107971
	Iteration 19Q: 3 clusters Score -416293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -416297.218750 Penalty: 808.107971
	Iteration 20F: 3 clusters Score -416297.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -416300.125000 Penalty: 808.107971
	Iteration 21Q: 3 clusters Score -416300.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -416303.062500 Penalty: 808.107971
	Iteration 22Q: 3 clusters Score -416303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -416307.250000 Penalty: 808.107971
	Iteration 23Q: 3 clusters Score -416307.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -416312.687500 Penalty: 808.107971
	Iteration 24Q: 3 clusters Score -416312.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -416317.531250 Penalty: 808.107971
	Iteration 25Q: 3 clusters Score -416317.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -416321.312500 Penalty: 808.107971
	Iteration 26Q: 3 clusters Score -416321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -416325.281250 Penalty: 808.107971
	Iteration 27Q: 3 clusters Score -416325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -416326.406250 Penalty: 808.107971
	Iteration 28Q: 3 clusters Score -416326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -416328.843750 Penalty: 808.107971
	Iteration 29Q: 3 clusters Score -416328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -416328.781250 Penalty: 808.107971
	Iteration 30Q: 3 clusters Score -416328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -416331.062500 Penalty: 808.107971
	Iteration 31Q: 3 clusters Score -416331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -416334.875000 Penalty: 808.107971
	Iteration 32Q: 3 clusters Score -416334.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -416339.156250 Penalty: 808.107971
	Iteration 33Q: 3 clusters Score -416339.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -416342.500000 Penalty: 808.107971
	Iteration 34Q: 3 clusters Score -416342.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -416346.750000 Penalty: 808.107971
	Iteration 35Q: 3 clusters Score -416346.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -416349.781250 Penalty: 808.107971
	Iteration 36Q: 3 clusters Score -416349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -416352.187500 Penalty: 808.107971
	Iteration 37Q: 3 clusters Score -416352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -416353.093750 Penalty: 808.107971
	Iteration 38Q: 3 clusters Score -416353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -416353.875000 Penalty: 808.107971
	Iteration 39Q: 3 clusters Score -416353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -416354.562500 Penalty: 808.107971
	Iteration 40F: 3 clusters Score -416354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -416356.031250 Penalty: 808.107971
	Iteration 41Q: 3 clusters Score -416356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -416355.218750 Penalty: 808.107971
	Iteration 42Q: 3 clusters Score -416355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -416355.281250 Penalty: 808.107971
	Iteration 43Q: 3 clusters Score -416355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -416355.062500 Penalty: 808.107971
	Iteration 44Q: 3 clusters Score -416355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -416355.093750 Penalty: 808.107971
	Iteration 45Q: 3 clusters Score -416355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -416356.187500 Penalty: 808.107971
	Iteration 46Q: 3 clusters Score -416356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -416356.812500 Penalty: 808.107971
	Iteration 47Q: 3 clusters Score -416356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -416357.656250 Penalty: 808.107971
	Iteration 48Q: 3 clusters Score -416357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -416359.031250 Penalty: 808.107971
	Iteration 49Q: 3 clusters Score -416359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -416359.937500 Penalty: 808.107971
	Iteration 50Q: 3 clusters Score -416359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -416360.562500 Penalty: 808.107971
	Iteration 51Q: 3 clusters Score -416360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -416360.156250 Penalty: 808.107971
	Iteration 52Q: 3 clusters Score -416360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -416360.343750 Penalty: 808.107971
	Iteration 53Q: 3 clusters Score -416360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -416360.218750 Penalty: 808.107971
	Iteration 54Q: 3 clusters Score -416360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -416360.218750 Penalty: 808.107971
	Iteration 55F: 3 clusters Score -416360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -873746.750000 Penalty: 435.532013
	Iteration 0F: 2 clusters Score -873746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -864158.000000 Penalty: 871.064026
	Iteration 0F: 3 clusters Score -864158 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -867970.437500 Penalty: 871.064026
	Iteration 1F: 3 clusters Score -867970.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -868160.187500 Penalty: 871.064026
	Iteration 2Q: 3 clusters Score -868160.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -868395.375000 Penalty: 871.064026
	Iteration 3Q: 3 clusters Score -868395.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -868796.875000 Penalty: 871.064026
	Iteration 4F: 3 clusters Score -868796.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -869484.562500 Penalty: 871.064026
	Iteration 5F: 3 clusters Score -869484.6 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -870431.062500 Penalty: 871.064026
	Iteration 6F: 3 clusters Score -870431.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -871311.187500 Penalty: 871.064026
	Iteration 7F: 3 clusters Score -871311.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -871990.250000 Penalty: 871.064026
	Iteration 8F: 3 clusters Score -871990.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -872532.000000 Penalty: 871.064026
	Iteration 9Q: 3 clusters Score -872532 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -872892.750000 Penalty: 871.064026
	Iteration 10Q: 3 clusters Score -872892.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -873101.437500 Penalty: 871.064026
	Iteration 11Q: 3 clusters Score -873101.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -873212.687500 Penalty: 871.064026
	Iteration 12Q: 3 clusters Score -873212.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -873261.062500 Penalty: 871.064026
	Iteration 13Q: 3 clusters Score -873261.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -873294.312500 Penalty: 871.064026
	Iteration 14Q: 3 clusters Score -873294.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -873319.812500 Penalty: 871.064026
	Iteration 15Q: 3 clusters Score -873319.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -873337.687500 Penalty: 871.064026
	Iteration 16Q: 3 clusters Score -873337.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -873356.875000 Penalty: 871.064026
	Iteration 17Q: 3 clusters Score -873356.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -873375.437500 Penalty: 871.064026
	Iteration 18Q: 3 clusters Score -873375.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -873390.375000 Penalty: 871.064026
	Iteration 19Q: 3 clusters Score -873390.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -873400.937500 Penalty: 871.064026
	Iteration 20F: 3 clusters Score -873400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -873406.500000 Penalty: 871.064026
	Iteration 21Q: 3 clusters Score -873406.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -873410.375000 Penalty: 871.064026
	Iteration 22Q: 3 clusters Score -873410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -873416.437500 Penalty: 871.064026
	Iteration 23Q: 3 clusters Score -873416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -873418.625000 Penalty: 871.064026
	Iteration 24Q: 3 clusters Score -873418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -873419.250000 Penalty: 871.064026
	Iteration 25Q: 3 clusters Score -873419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -873422.812500 Penalty: 871.064026
	Iteration 26Q: 3 clusters Score -873422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -873423.562500 Penalty: 871.064026
	Iteration 27Q: 3 clusters Score -873423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -873424.750000 Penalty: 871.064026
	Iteration 28Q: 3 clusters Score -873424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -873429.750000 Penalty: 871.064026
	Iteration 29Q: 3 clusters Score -873429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -873435.562500 Penalty: 871.064026
	Iteration 30Q: 3 clusters Score -873435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -873441.625000 Penalty: 871.064026
	Iteration 31Q: 3 clusters Score -873441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -873443.125000 Penalty: 871.064026
	Iteration 32Q: 3 clusters Score -873443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -873443.125000 Penalty: 871.064026
	Iteration 33F: 3 clusters Score -873443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -24828.029297 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -24828.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24405.970703 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -24405.97 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24603.398438 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -24603.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24659.728516 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -24659.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24707.181641 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -24707.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24752.250000 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -24752.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24771.593750 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -24771.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24792.408203 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -24792.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24810.210938 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -24810.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24821.986328 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -24821.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24833.623047 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -24833.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24840.531250 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -24840.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24865.998047 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -24866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24883.199219 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -24883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24904.646484 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -24904.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24911.750000 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -24911.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24916.107422 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -24916.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24919.380859 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -24919.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24920.189453 Penalty: 554.103088
	Iteration 17Q: 3 clusters Score -24920.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24920.189453 Penalty: 554.103088
	Iteration 18F: 3 clusters Score -24920.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 129 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 312 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211428.000000 Penalty: 57900.906250
Splitting cluster 14 changes total score from -58211800.000000 to -58211428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -6854.291992 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -6854.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6532.011230 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6532.011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6669.140137 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -6669.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6726.949707 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -6726.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6779.096191 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -6779.096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6800.426758 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -6800.427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6808.390137 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -6808.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6814.603027 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -6814.603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6824.584961 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -6824.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6828.050781 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -6828.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6830.045410 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -6830.045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6837.138672 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -6837.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6839.649414 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -6839.649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6839.649414 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -6839.649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Entering Unmasked Estep 
Score: -599802.937500 Penalty: 419.056824
	Iteration 0F: 2 clusters Score -599802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -593177.437500 Penalty: 838.113647
	Iteration 0F: 3 clusters Score -593177.4 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -595787.062500 Penalty: 838.113647
	Iteration 1F: 3 clusters Score -595787.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -595975.000000 Penalty: 838.113647
	Iteration 2F: 3 clusters Score -595975 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -596188.000000 Penalty: 838.113647
	Iteration 3F: 3 clusters Score -596188 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -596448.500000 Penalty: 838.113647
	Iteration 4F: 3 clusters Score -596448.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -596802.375000 Penalty: 838.113647
	Iteration 5F: 3 clusters Score -596802.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -597249.187500 Penalty: 838.113647
	Iteration 6F: 3 clusters Score -597249.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -597804.500000 Penalty: 838.113647
	Iteration 7F: 3 clusters Score -597804.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -598445.875000 Penalty: 838.113647
	Iteration 8F: 3 clusters Score -598445.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -598970.875000 Penalty: 838.113647
	Iteration 9F: 3 clusters Score -598970.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -599249.875000 Penalty: 838.113647
	Iteration 10Q: 3 clusters Score -599249.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -599371.312500 Penalty: 838.113647
	Iteration 11Q: 3 clusters Score -599371.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -599411.437500 Penalty: 838.113647
	Iteration 12Q: 3 clusters Score -599411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -599423.812500 Penalty: 838.113647
	Iteration 13Q: 3 clusters Score -599423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -599424.437500 Penalty: 838.113647
	Iteration 14Q: 3 clusters Score -599424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -599428.250000 Penalty: 838.113647
	Iteration 15Q: 3 clusters Score -599428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -599428.250000 Penalty: 838.113647
	Iteration 16F: 3 clusters Score -599428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Entering Unmasked Estep 
Score: -4363280.000000 Penalty: 509.335175
	Iteration 0F: 2 clusters Score -4363280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4314051.000000 Penalty: 1018.670349
	Iteration 0F: 3 clusters Score -4314051 nChanged 35433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4335453.000000 Penalty: 1018.670349
	Iteration 1F: 3 clusters Score -4335453 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -4336378.000000 Penalty: 1018.670349
	Iteration 2Q: 3 clusters Score -4336378 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -4338238.000000 Penalty: 1018.670349
	Iteration 3F: 3 clusters Score -4338238 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4341796.500000 Penalty: 1018.670349
	Iteration 4F: 3 clusters Score -4341796 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4347772.500000 Penalty: 1018.670349
	Iteration 5F: 3 clusters Score -4347772 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4354738.500000 Penalty: 1018.670349
	Iteration 6F: 3 clusters Score -4354738 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4359737.000000 Penalty: 1018.670349
	Iteration 7F: 3 clusters Score -4359737 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4361897.500000 Penalty: 1018.670349
	Iteration 8Q: 3 clusters Score -4361898 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4362551.000000 Penalty: 1018.670349
	Iteration 9Q: 3 clusters Score -4362551 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4362729.000000 Penalty: 1018.670349
	Iteration 10Q: 3 clusters Score -4362729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4362784.500000 Penalty: 1018.670349
	Iteration 11Q: 3 clusters Score -4362784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4362810.000000 Penalty: 1018.670349
	Iteration 12Q: 3 clusters Score -4362810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4362815.000000 Penalty: 1018.670349
	Iteration 13Q: 3 clusters Score -4362815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4362823.000000 Penalty: 1018.670349
	Iteration 14Q: 3 clusters Score -4362823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4362823.500000 Penalty: 1018.670349
	Iteration 15Q: 3 clusters Score -4362824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4362826.000000 Penalty: 1018.670349
	Iteration 16Q: 3 clusters Score -4362826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4362826.000000 Penalty: 1018.670349
	Iteration 17Q: 3 clusters Score -4362826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4362827.500000 Penalty: 1018.670349
	Iteration 18Q: 3 clusters Score -4362828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4362832.500000 Penalty: 1018.670349
	Iteration 19Q: 3 clusters Score -4362832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4362835.000000 Penalty: 1018.670349
	Iteration 20F: 3 clusters Score -4362835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4362836.500000 Penalty: 1018.670349
	Iteration 21Q: 3 clusters Score -4362836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4362836.500000 Penalty: 1018.670349
	Iteration 22F: 3 clusters Score -4362836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Entering Unmasked Estep 
Score: -1152679.375000 Penalty: 448.900330
	Iteration 0F: 2 clusters Score -1152679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1139911.375000 Penalty: 897.800659
	Iteration 0F: 3 clusters Score -1139911 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1145372.250000 Penalty: 897.800659
	Iteration 1F: 3 clusters Score -1145372 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1145837.125000 Penalty: 897.800659
	Iteration 2Q: 3 clusters Score -1145837 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1146578.375000 Penalty: 897.800659
	Iteration 3F: 3 clusters Score -1146578 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1147669.375000 Penalty: 897.800659
	Iteration 4F: 3 clusters Score -1147669 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1149018.125000 Penalty: 897.800659
	Iteration 5F: 3 clusters Score -1149018 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1150086.125000 Penalty: 897.800659
	Iteration 6F: 3 clusters Score -1150086 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1150664.750000 Penalty: 897.800659
	Iteration 7F: 3 clusters Score -1150665 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1150932.000000 Penalty: 897.800659
	Iteration 8Q: 3 clusters Score -1150932 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1151098.250000 Penalty: 897.800659
	Iteration 9Q: 3 clusters Score -1151098 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1151224.500000 Penalty: 897.800659
	Iteration 10Q: 3 clusters Score -1151224 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1151315.125000 Penalty: 897.800659
	Iteration 11Q: 3 clusters Score -1151315 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1151382.500000 Penalty: 897.800659
	Iteration 12Q: 3 clusters Score -1151382 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1151446.375000 Penalty: 897.800659
	Iteration 13Q: 3 clusters Score -1151446 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1151488.250000 Penalty: 897.800659
	Iteration 14Q: 3 clusters Score -1151488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1151516.750000 Penalty: 897.800659
	Iteration 15Q: 3 clusters Score -1151517 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1151539.250000 Penalty: 897.800659
	Iteration 16Q: 3 clusters Score -1151539 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1151559.625000 Penalty: 897.800659
	Iteration 17Q: 3 clusters Score -1151560 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1151573.375000 Penalty: 897.800659
	Iteration 18Q: 3 clusters Score -1151573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1151582.000000 Penalty: 897.800659
	Iteration 19Q: 3 clusters Score -1151582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1151585.250000 Penalty: 897.800659
	Iteration 20F: 3 clusters Score -1151585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1151587.000000 Penalty: 897.800659
	Iteration 21Q: 3 clusters Score -1151587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1151587.375000 Penalty: 897.800659
	Iteration 22Q: 3 clusters Score -1151587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1151592.000000 Penalty: 897.800659
	Iteration 23Q: 3 clusters Score -1151592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1151596.375000 Penalty: 897.800659
	Iteration 24Q: 3 clusters Score -1151596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1151597.375000 Penalty: 897.800659
	Iteration 25Q: 3 clusters Score -1151597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1151599.500000 Penalty: 897.800659
	Iteration 26Q: 3 clusters Score -1151600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1151602.625000 Penalty: 897.800659
	Iteration 27Q: 3 clusters Score -1151603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1151602.375000 Penalty: 897.800659
	Iteration 28Q: 3 clusters Score -1151602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1151604.000000 Penalty: 897.800659
	Iteration 29Q: 3 clusters Score -1151604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1151605.500000 Penalty: 897.800659
	Iteration 30Q: 3 clusters Score -1151606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1151614.000000 Penalty: 897.800659
	Iteration 31Q: 3 clusters Score -1151614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1151617.250000 Penalty: 897.800659
	Iteration 32Q: 3 clusters Score -1151617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1151620.625000 Penalty: 897.800659
	Iteration 33Q: 3 clusters Score -1151621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1151626.375000 Penalty: 897.800659
	Iteration 34Q: 3 clusters Score -1151626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1151628.750000 Penalty: 897.800659
	Iteration 35Q: 3 clusters Score -1151629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1151628.625000 Penalty: 897.800659
	Iteration 36Q: 3 clusters Score -1151629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1151637.000000 Penalty: 897.800659
	Iteration 37Q: 3 clusters Score -1151637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1151640.500000 Penalty: 897.800659
	Iteration 38Q: 3 clusters Score -1151640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1151645.500000 Penalty: 897.800659
	Iteration 39Q: 3 clusters Score -1151646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1151649.500000 Penalty: 897.800659
	Iteration 40F: 3 clusters Score -1151650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1151655.375000 Penalty: 897.800659
	Iteration 41Q: 3 clusters Score -1151655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1151662.750000 Penalty: 897.800659
	Iteration 42Q: 3 clusters Score -1151663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1151669.125000 Penalty: 897.800659
	Iteration 43Q: 3 clusters Score -1151669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1151672.750000 Penalty: 897.800659
	Iteration 44Q: 3 clusters Score -1151673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1151682.625000 Penalty: 897.800659
	Iteration 45Q: 3 clusters Score -1151683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1151697.375000 Penalty: 897.800659
	Iteration 46Q: 3 clusters Score -1151697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1151712.625000 Penalty: 897.800659
	Iteration 47Q: 3 clusters Score -1151713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1151727.625000 Penalty: 897.800659
	Iteration 48Q: 3 clusters Score -1151728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1151752.000000 Penalty: 897.800659
	Iteration 49Q: 3 clusters Score -1151752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1151769.625000 Penalty: 897.800659
	Iteration 50Q: 3 clusters Score -1151770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1151789.750000 Penalty: 897.800659
	Iteration 51Q: 3 clusters Score -1151790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1151806.125000 Penalty: 897.800659
	Iteration 52Q: 3 clusters Score -1151806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1151819.750000 Penalty: 897.800659
	Iteration 53Q: 3 clusters Score -1151820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1151843.000000 Penalty: 897.800659
	Iteration 54Q: 3 clusters Score -1151843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1151868.125000 Penalty: 897.800659
	Iteration 55Q: 3 clusters Score -1151868 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1151895.750000 Penalty: 897.800659
	Iteration 56Q: 3 clusters Score -1151896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1151922.500000 Penalty: 897.800659
	Iteration 57Q: 3 clusters Score -1151922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1151934.125000 Penalty: 897.800659
	Iteration 58Q: 3 clusters Score -1151934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1151950.625000 Penalty: 897.800659
	Iteration 59Q: 3 clusters Score -1151951 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1151973.500000 Penalty: 897.800659
	Iteration 60F: 3 clusters Score -1151974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1151998.250000 Penalty: 897.800659
	Iteration 61Q: 3 clusters Score -1151998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1152019.875000 Penalty: 897.800659
	Iteration 62Q: 3 clusters Score -1152020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1152044.000000 Penalty: 897.800659
	Iteration 63Q: 3 clusters Score -1152044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1152068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1152094.500000 Penalty: 897.800659
	Iteration 65Q: 3 clusters Score -1152094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1152118.875000 Penalty: 897.800659
	Iteration 66Q: 3 clusters Score -1152119 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1152152.500000 Penalty: 897.800659
	Iteration 67Q: 3 clusters Score -1152152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1152182.875000 Penalty: 897.800659
	Iteration 68Q: 3 clusters Score -1152183 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1152207.750000 Penalty: 897.800659
	Iteration 69Q: 3 clusters Score -1152208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1152233.625000 Penalty: 897.800659
	Iteration 70Q: 3 clusters Score -1152234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1152254.000000 Penalty: 897.800659
	Iteration 71Q: 3 clusters Score -1152254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1152270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1152290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1152298.000000 Penalty: 897.800659
	Iteration 74Q: 3 clusters Score -1152298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1152312.500000 Penalty: 897.800659
	Iteration 75Q: 3 clusters Score -1152312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1152322.500000 Penalty: 897.800659
	Iteration 76Q: 3 clusters Score -1152322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1152330.000000 Penalty: 897.800659
	Iteration 77Q: 3 clusters Score -1152330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1152339.500000 Penalty: 897.800659
	Iteration 78Q: 3 clusters Score -1152340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1152343.125000 Penalty: 897.800659
	Iteration 79Q: 3 clusters Score -1152343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1152356.875000 Penalty: 897.800659
	Iteration 80F: 3 clusters Score -1152357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1152364.000000 Penalty: 897.800659
	Iteration 81Q: 3 clusters Score -1152364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1152378.500000 Penalty: 897.800659
	Iteration 82Q: 3 clusters Score -1152378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1152391.375000 Penalty: 897.800659
	Iteration 83Q: 3 clusters Score -1152391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1152401.625000 Penalty: 897.800659
	Iteration 84Q: 3 clusters Score -1152402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1152411.750000 Penalty: 897.800659
	Iteration 85Q: 3 clusters Score -1152412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1152415.750000 Penalty: 897.800659
	Iteration 86Q: 3 clusters Score -1152416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1152419.750000 Penalty: 897.800659
	Iteration 87Q: 3 clusters Score -1152420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1152425.250000 Penalty: 897.800659
	Iteration 88Q: 3 clusters Score -1152425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1152428.875000 Penalty: 897.800659
	Iteration 89Q: 3 clusters Score -1152429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1152432.875000 Penalty: 897.800659
	Iteration 90Q: 3 clusters Score -1152433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1152435.000000 Penalty: 897.800659
	Iteration 91Q: 3 clusters Score -1152435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1152436.625000 Penalty: 897.800659
	Iteration 92Q: 3 clusters Score -1152437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1152440.750000 Penalty: 897.800659
	Iteration 93Q: 3 clusters Score -1152441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1152443.125000 Penalty: 897.800659
	Iteration 94Q: 3 clusters Score -1152443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1152443.625000 Penalty: 897.800659
	Iteration 95Q: 3 clusters Score -1152444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1152446.875000 Penalty: 897.800659
	Iteration 96Q: 3 clusters Score -1152447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1152449.875000 Penalty: 897.800659
	Iteration 97Q: 3 clusters Score -1152450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1152452.875000 Penalty: 897.800659
	Iteration 98Q: 3 clusters Score -1152453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1152455.875000 Penalty: 897.800659
	Iteration 99Q: 3 clusters Score -1152456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1152458.750000 Penalty: 897.800659
	Iteration 100F: 3 clusters Score -1152459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1152461.250000 Penalty: 897.800659
	Iteration 101Q: 3 clusters Score -1152461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1152464.000000 Penalty: 897.800659
	Iteration 102Q: 3 clusters Score -1152464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1152465.125000 Penalty: 897.800659
	Iteration 103Q: 3 clusters Score -1152465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1152466.125000 Penalty: 897.800659
	Iteration 104Q: 3 clusters Score -1152466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1152466.125000 Penalty: 897.800659
	Iteration 105Q: 3 clusters Score -1152466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1152469.000000 Penalty: 897.800659
	Iteration 106Q: 3 clusters Score -1152469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1152469.000000 Penalty: 897.800659
	Iteration 107Q: 3 clusters Score -1152469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1152471.500000 Penalty: 897.800659
	Iteration 108Q: 3 clusters Score -1152472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1152473.000000 Penalty: 897.800659
	Iteration 109Q: 3 clusters Score -1152473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1152472.875000 Penalty: 897.800659
	Iteration 110Q: 3 clusters Score -1152473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1152477.250000 Penalty: 897.800659
	Iteration 111Q: 3 clusters Score -1152477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1152481.250000 Penalty: 897.800659
	Iteration 112Q: 3 clusters Score -1152481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1152484.250000 Penalty: 897.800659
	Iteration 113Q: 3 clusters Score -1152484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1152484.750000 Penalty: 897.800659
	Iteration 114Q: 3 clusters Score -1152485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1152485.750000 Penalty: 897.800659
	Iteration 115Q: 3 clusters Score -1152486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1152487.500000 Penalty: 897.800659
	Iteration 116Q: 3 clusters Score -1152488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1152487.750000 Penalty: 897.800659
	Iteration 117Q: 3 clusters Score -1152488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1152486.750000 Penalty: 897.800659
	Iteration 118Q: 3 clusters Score -1152487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1152487.500000 Penalty: 897.800659
	Iteration 119Q: 3 clusters Score -1152488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1152485.875000 Penalty: 897.800659
	Iteration 120F: 3 clusters Score -1152486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1152486.375000 Penalty: 897.800659
	Iteration 121Q: 3 clusters Score -1152486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1152486.500000 Penalty: 897.800659
	Iteration 122Q: 3 clusters Score -1152486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1152486.875000 Penalty: 897.800659
	Iteration 123Q: 3 clusters Score -1152487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1152487.875000 Penalty: 897.800659
	Iteration 124Q: 3 clusters Score -1152488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1152487.875000 Penalty: 897.800659
	Iteration 125Q: 3 clusters Score -1152488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1152487.875000 Penalty: 897.800659
	Iteration 126F: 3 clusters Score -1152488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -10861.998047 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -10862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10599.868164 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -10599.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10746.386719 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -10746.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10781.408203 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -10781.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10801.121094 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -10801.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10801.121094 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -10801.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Entering Unmasked Estep 
Score: -8685464.000000 Penalty: 540.708130
	Iteration 0F: 2 clusters Score -8685464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -8592177.000000 Penalty: 1081.416260
	Iteration 0F: 3 clusters Score -8592177 nChanged 71235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -8636586.000000 Penalty: 1081.416260
	Iteration 1F: 3 clusters Score -8636586 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -8637976.000000 Penalty: 1081.416260
	Iteration 2Q: 3 clusters Score -8637976 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -8639592.000000 Penalty: 1081.416260
	Iteration 3Q: 3 clusters Score -8639592 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -8641301.000000 Penalty: 1081.416260
	Iteration 4Q: 3 clusters Score -8641301 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -8643341.000000 Penalty: 1081.416260
	Iteration 5Q: 3 clusters Score -8643341 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -8645927.000000 Penalty: 1081.416260
	Iteration 6Q: 3 clusters Score -8645927 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -8649274.000000 Penalty: 1081.416260
	Iteration 7Q: 3 clusters Score -8649274 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -8653895.000000 Penalty: 1081.416260
	Iteration 8F: 3 clusters Score -8653895 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -8659298.000000 Penalty: 1081.416260
	Iteration 9F: 3 clusters Score -8659298 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -8663372.000000 Penalty: 1081.416260
	Iteration 10Q: 3 clusters Score -8663372 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -8665286.000000 Penalty: 1081.416260
	Iteration 11Q: 3 clusters Score -8665286 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -8666000.000000 Penalty: 1081.416260
	Iteration 12Q: 3 clusters Score -8666000 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -8666498.000000 Penalty: 1081.416260
	Iteration 13Q: 3 clusters Score -8666498 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -8666789.000000 Penalty: 1081.416260
	Iteration 14Q: 3 clusters Score -8666789 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -8667099.000000 Penalty: 1081.416260
	Iteration 15Q: 3 clusters Score -8667099 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -8667425.000000 Penalty: 1081.416260
	Iteration 16Q: 3 clusters Score -8667425 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -8667761.000000 Penalty: 1081.416260
	Iteration 17Q: 3 clusters Score -8667761 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -8668157.000000 Penalty: 1081.416260
	Iteration 18Q: 3 clusters Score -8668157 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -8668549.000000 Penalty: 1081.416260
	Iteration 19Q: 3 clusters Score -8668549 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -8669095.000000 Penalty: 1081.416260
	Iteration 20F: 3 clusters Score -8669095 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -8669551.000000 Penalty: 1081.416260
	Iteration 21Q: 3 clusters Score -8669551 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 106466 members 
Entering Unmasked Estep 
Score: -8670088.000000 Penalty: 1081.416260
	Iteration 22Q: 3 clusters Score -8670088 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -8670598.000000 Penalty: 1081.416260
	Iteration 23Q: 3 clusters Score -8670598 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -8671116.000000 Penalty: 1081.416260
	Iteration 24Q: 3 clusters Score -8671116 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -8671605.000000 Penalty: 1081.416260
	Iteration 25Q: 3 clusters Score -8671605 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -8672107.000000 Penalty: 1081.416260
	Iteration 26Q: 3 clusters Score -8672107 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -8672582.000000 Penalty: 1081.416260
	Iteration 27Q: 3 clusters Score -8672582 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -8672920.000000 Penalty: 1081.416260
	Iteration 28Q: 3 clusters Score -8672920 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 112765 members 
Entering Unmasked Estep 
Score: -8673230.000000 Penalty: 1081.416260
	Iteration 29Q: 3 clusters Score -8673230 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -8673502.000000 Penalty: 1081.416260
	Iteration 30Q: 3 clusters Score -8673502 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -8673796.000000 Penalty: 1081.416260
	Iteration 31Q: 3 clusters Score -8673796 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -8673971.000000 Penalty: 1081.416260
	Iteration 32Q: 3 clusters Score -8673971 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 114500 members 
Entering Unmasked Estep 
Score: -8674218.000000 Penalty: 1081.416260
	Iteration 33Q: 3 clusters Score -8674218 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 114800 members 
Entering Unmasked Estep 
Score: -8674378.000000 Penalty: 1081.416260
	Iteration 34Q: 3 clusters Score -8674378 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -8674656.000000 Penalty: 1081.416260
	Iteration 35Q: 3 clusters Score -8674656 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 115219 members 
Entering Unmasked Estep 
Score: -8674887.000000 Penalty: 1081.416260
	Iteration 36Q: 3 clusters Score -8674887 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -8675173.000000 Penalty: 1081.416260
	Iteration 37Q: 3 clusters Score -8675173 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -8675485.000000 Penalty: 1081.416260
	Iteration 38Q: 3 clusters Score -8675485 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -8675729.000000 Penalty: 1081.416260
	Iteration 39Q: 3 clusters Score -8675729 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -8675920.000000 Penalty: 1081.416260
	Iteration 40F: 3 clusters Score -8675920 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -8676151.000000 Penalty: 1081.416260
	Iteration 41Q: 3 clusters Score -8676151 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -8676339.000000 Penalty: 1081.416260
	Iteration 42Q: 3 clusters Score -8676339 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -8676504.000000 Penalty: 1081.416260
	Iteration 43Q: 3 clusters Score -8676504 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -8676641.000000 Penalty: 1081.416260
	Iteration 44Q: 3 clusters Score -8676641 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -8676787.000000 Penalty: 1081.416260
	Iteration 45Q: 3 clusters Score -8676787 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 114327 members 
Entering Unmasked Estep 
Score: -8676840.000000 Penalty: 1081.416260
	Iteration 46Q: 3 clusters Score -8676840 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 114086 members 
Entering Unmasked Estep 
Score: -8676865.000000 Penalty: 1081.416260
	Iteration 47Q: 3 clusters Score -8676865 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -8676890.000000 Penalty: 1081.416260
	Iteration 48Q: 3 clusters Score -8676890 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -8676966.000000 Penalty: 1081.416260
	Iteration 49Q: 3 clusters Score -8676966 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -8676977.000000 Penalty: 1081.416260
	Iteration 50Q: 3 clusters Score -8676977 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -8677010.000000 Penalty: 1081.416260
	Iteration 51Q: 3 clusters Score -8677010 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 112918 members 
Entering Unmasked Estep 
Score: -8677054.000000 Penalty: 1081.416260
	Iteration 52Q: 3 clusters Score -8677054 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 112686 members 
Entering Unmasked Estep 
Score: -8677082.000000 Penalty: 1081.416260
	Iteration 53Q: 3 clusters Score -8677082 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -8677078.000000 Penalty: 1081.416260
	Iteration 54Q: 3 clusters Score -8677078 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -8677096.000000 Penalty: 1081.416260
	Iteration 55Q: 3 clusters Score -8677096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -8677055.000000 Penalty: 1081.416260
	Iteration 56Q: 3 clusters Score -8677055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 111942 members 
Entering Unmasked Estep 
Score: -8677031.000000 Penalty: 1081.416260
	Iteration 57Q: 3 clusters Score -8677031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -8677013.000000 Penalty: 1081.416260
	Iteration 58Q: 3 clusters Score -8677013 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -8677001.000000 Penalty: 1081.416260
	Iteration 59Q: 3 clusters Score -8677001 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -8676982.000000 Penalty: 1081.416260
	Iteration 60F: 3 clusters Score -8676982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -8676936.000000 Penalty: 1081.416260
	Iteration 61Q: 3 clusters Score -8676936 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -8676920.000000 Penalty: 1081.416260
	Iteration 62Q: 3 clusters Score -8676920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -8676921.000000 Penalty: 1081.416260
	Iteration 63Q: 3 clusters Score -8676921 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -8676929.000000 Penalty: 1081.416260
	Iteration 64Q: 3 clusters Score -8676929 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -8676921.000000 Penalty: 1081.416260
	Iteration 65Q: 3 clusters Score -8676921 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -8676887.000000 Penalty: 1081.416260
	Iteration 66Q: 3 clusters Score -8676887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 109798 members 
Entering Unmasked Estep 
Score: -8676834.000000 Penalty: 1081.416260
	Iteration 67Q: 3 clusters Score -8676834 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 109556 members 
Entering Unmasked Estep 
Score: -8676823.000000 Penalty: 1081.416260
	Iteration 68Q: 3 clusters Score -8676823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -8676795.000000 Penalty: 1081.416260
	Iteration 69Q: 3 clusters Score -8676795 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -8676753.000000 Penalty: 1081.416260
	Iteration 70Q: 3 clusters Score -8676753 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -8676779.000000 Penalty: 1081.416260
	Iteration 71Q: 3 clusters Score -8676779 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -8676754.000000 Penalty: 1081.416260
	Iteration 72Q: 3 clusters Score -8676754 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -8676749.000000 Penalty: 1081.416260
	Iteration 73Q: 3 clusters Score -8676749 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -8676745.000000 Penalty: 1081.416260
	Iteration 74Q: 3 clusters Score -8676745 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -8676738.000000 Penalty: 1081.416260
	Iteration 75Q: 3 clusters Score -8676738 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -8676741.000000 Penalty: 1081.416260
	Iteration 76Q: 3 clusters Score -8676741 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -8676761.000000 Penalty: 1081.416260
	Iteration 77Q: 3 clusters Score -8676761 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -8676779.000000 Penalty: 1081.416260
	Iteration 78Q: 3 clusters Score -8676779 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -8676760.000000 Penalty: 1081.416260
	Iteration 79Q: 3 clusters Score -8676760 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -8676764.000000 Penalty: 1081.416260
	Iteration 80F: 3 clusters Score -8676764 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -8676757.000000 Penalty: 1081.416260
	Iteration 81Q: 3 clusters Score -8676757 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -8676793.000000 Penalty: 1081.416260
	Iteration 82Q: 3 clusters Score -8676793 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -8676824.000000 Penalty: 1081.416260
	Iteration 83Q: 3 clusters Score -8676824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -8676870.000000 Penalty: 1081.416260
	Iteration 84Q: 3 clusters Score -8676870 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -8676899.000000 Penalty: 1081.416260
	Iteration 85Q: 3 clusters Score -8676899 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -8676874.000000 Penalty: 1081.416260
	Iteration 86Q: 3 clusters Score -8676874 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -8676911.000000 Penalty: 1081.416260
	Iteration 87Q: 3 clusters Score -8676911 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -8676952.000000 Penalty: 1081.416260
	Iteration 88Q: 3 clusters Score -8676952 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -8676986.000000 Penalty: 1081.416260
	Iteration 89Q: 3 clusters Score -8676986 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -8677036.000000 Penalty: 1081.416260
	Iteration 90Q: 3 clusters Score -8677036 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -8677009.000000 Penalty: 1081.416260
	Iteration 91Q: 3 clusters Score -8677009 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -8677052.000000 Penalty: 1081.416260
	Iteration 92Q: 3 clusters Score -8677052 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -8677063.000000 Penalty: 1081.416260
	Iteration 93Q: 3 clusters Score -8677063 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -8677084.000000 Penalty: 1081.416260
	Iteration 94Q: 3 clusters Score -8677084 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -8677092.000000 Penalty: 1081.416260
	Iteration 95Q: 3 clusters Score -8677092 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -8677103.000000 Penalty: 1081.416260
	Iteration 96Q: 3 clusters Score -8677103 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -8677134.000000 Penalty: 1081.416260
	Iteration 97Q: 3 clusters Score -8677134 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -8677130.000000 Penalty: 1081.416260
	Iteration 98Q: 3 clusters Score -8677130 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -8677178.000000 Penalty: 1081.416260
	Iteration 99Q: 3 clusters Score -8677178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -8677176.000000 Penalty: 1081.416260
	Iteration 100F: 3 clusters Score -8677176 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -8677202.000000 Penalty: 1081.416260
	Iteration 101Q: 3 clusters Score -8677202 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -8677252.000000 Penalty: 1081.416260
	Iteration 102Q: 3 clusters Score -8677252 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -8677236.000000 Penalty: 1081.416260
	Iteration 103Q: 3 clusters Score -8677236 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -8677205.000000 Penalty: 1081.416260
	Iteration 104Q: 3 clusters Score -8677205 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -8677221.000000 Penalty: 1081.416260
	Iteration 105Q: 3 clusters Score -8677221 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -8677225.000000 Penalty: 1081.416260
	Iteration 106Q: 3 clusters Score -8677225 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -8677220.000000 Penalty: 1081.416260
	Iteration 107Q: 3 clusters Score -8677220 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -8677219.000000 Penalty: 1081.416260
	Iteration 108Q: 3 clusters Score -8677219 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -8677256.000000 Penalty: 1081.416260
	Iteration 109Q: 3 clusters Score -8677256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -8677252.000000 Penalty: 1081.416260
	Iteration 110Q: 3 clusters Score -8677252 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -8677256.000000 Penalty: 1081.416260
	Iteration 111Q: 3 clusters Score -8677256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -8677263.000000 Penalty: 1081.416260
	Iteration 112Q: 3 clusters Score -8677263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -8677251.000000 Penalty: 1081.416260
	Iteration 113Q: 3 clusters Score -8677251 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -8677260.000000 Penalty: 1081.416260
	Iteration 114Q: 3 clusters Score -8677260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -8677254.000000 Penalty: 1081.416260
	Iteration 115Q: 3 clusters Score -8677254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -8677241.000000 Penalty: 1081.416260
	Iteration 116Q: 3 clusters Score -8677241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -8677252.000000 Penalty: 1081.416260
	Iteration 117Q: 3 clusters Score -8677252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -8677254.000000 Penalty: 1081.416260
	Iteration 118Q: 3 clusters Score -8677254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -8677244.000000 Penalty: 1081.416260
	Iteration 119Q: 3 clusters Score -8677244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -8677253.000000 Penalty: 1081.416260
	Iteration 120F: 3 clusters Score -8677253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -8677254.000000 Penalty: 1081.416260
	Iteration 121Q: 3 clusters Score -8677254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -8677266.000000 Penalty: 1081.416260
	Iteration 122Q: 3 clusters Score -8677266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -8677270.000000 Penalty: 1081.416260
	Iteration 123Q: 3 clusters Score -8677270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -8677263.000000 Penalty: 1081.416260
	Iteration 124Q: 3 clusters Score -8677263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -8677269.000000 Penalty: 1081.416260
	Iteration 125Q: 3 clusters Score -8677269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -8677267.000000 Penalty: 1081.416260
	Iteration 126Q: 3 clusters Score -8677267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -8677267.000000 Penalty: 1081.416260
	Iteration 127Q: 3 clusters Score -8677267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -8677273.000000 Penalty: 1081.416260
	Iteration 128Q: 3 clusters Score -8677273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -8677267.000000 Penalty: 1081.416260
	Iteration 129Q: 3 clusters Score -8677267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -8677270.000000 Penalty: 1081.416260
	Iteration 130Q: 3 clusters Score -8677270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -8677275.000000 Penalty: 1081.416260
	Iteration 131Q: 3 clusters Score -8677275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -8677272.000000 Penalty: 1081.416260
	Iteration 132Q: 3 clusters Score -8677272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -8677277.000000 Penalty: 1081.416260
	Iteration 133Q: 3 clusters Score -8677277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -8677275.000000 Penalty: 1081.416260
	Iteration 134Q: 3 clusters Score -8677275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -8677275.000000 Penalty: 1081.416260
	Iteration 135F: 3 clusters Score -8677275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -61142.000000 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -61142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60284.375000 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -60284.38 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -60494.093750 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -60494.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60522.218750 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -60522.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60543.730469 Penalty: 635.356018
	Iteration 3Q: 3 clusters Score -60543.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60567.253906 Penalty: 635.356018
	Iteration 4Q: 3 clusters Score -60567.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60593.886719 Penalty: 635.356018
	Iteration 5Q: 3 clusters Score -60593.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -60624.457031 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -60624.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -60670.386719 Penalty: 635.356018
	Iteration 7F: 3 clusters Score -60670.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -60695.093750 Penalty: 635.356018
	Iteration 8F: 3 clusters Score -60695.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -60714.296875 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -60714.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60725.988281 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -60725.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60738.066406 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -60738.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -60754.035156 Penalty: 635.356018
	Iteration 12Q: 3 clusters Score -60754.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -60770.859375 Penalty: 635.356018
	Iteration 13Q: 3 clusters Score -60770.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -60780.835938 Penalty: 635.356018
	Iteration 14Q: 3 clusters Score -60780.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -60792.769531 Penalty: 635.356018
	Iteration 15Q: 3 clusters Score -60792.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -60805.640625 Penalty: 635.356018
	Iteration 16Q: 3 clusters Score -60805.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -60817.472656 Penalty: 635.356018
	Iteration 17Q: 3 clusters Score -60817.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -60826.902344 Penalty: 635.356018
	Iteration 18Q: 3 clusters Score -60826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -60830.296875 Penalty: 635.356018
	Iteration 19Q: 3 clusters Score -60830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -60838.089844 Penalty: 635.356018
	Iteration 20F: 3 clusters Score -60838.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -60848.140625 Penalty: 635.356018
	Iteration 21Q: 3 clusters Score -60848.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -60855.949219 Penalty: 635.356018
	Iteration 22Q: 3 clusters Score -60855.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60868.425781 Penalty: 635.356018
	Iteration 23Q: 3 clusters Score -60868.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -60880.281250 Penalty: 635.356018
	Iteration 24Q: 3 clusters Score -60880.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60893.753906 Penalty: 635.356018
	Iteration 25Q: 3 clusters Score -60893.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60908.496094 Penalty: 635.356018
	Iteration 26Q: 3 clusters Score -60908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -60919.933594 Penalty: 635.356018
	Iteration 27Q: 3 clusters Score -60919.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -60927.171875 Penalty: 635.356018
	Iteration 28Q: 3 clusters Score -60927.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -60933.597656 Penalty: 635.356018
	Iteration 29Q: 3 clusters Score -60933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -60938.632812 Penalty: 635.356018
	Iteration 30Q: 3 clusters Score -60938.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -60941.960938 Penalty: 635.356018
	Iteration 31Q: 3 clusters Score -60941.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -60945.078125 Penalty: 635.356018
	Iteration 32Q: 3 clusters Score -60945.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -60949.347656 Penalty: 635.356018
	Iteration 33Q: 3 clusters Score -60949.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -60951.289062 Penalty: 635.356018
	Iteration 34Q: 3 clusters Score -60951.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -60952.718750 Penalty: 635.356018
	Iteration 35Q: 3 clusters Score -60952.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -60954.054688 Penalty: 635.356018
	Iteration 36Q: 3 clusters Score -60954.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -60954.597656 Penalty: 635.356018
	Iteration 37Q: 3 clusters Score -60954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -60954.597656 Penalty: 635.356018
	Iteration 38F: 3 clusters Score -60954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -83346.765625 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83346.77 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -83748.695312 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83748.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -83897.210938 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -83897.21 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -84006.296875 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -84006.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -84107.195312 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84107.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -84201.468750 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84201.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -84293.796875 Penalty: 658.441345
	Iteration 6F: 3 clusters Score -84293.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -84374.460938 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84374.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -84411.500000 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84411.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84443.804688 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84443.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84466.164062 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84466.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84477.601562 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84477.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84484.148438 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84484.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -84486.281250 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84486.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84487.250000 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84487.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84487.664062 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84487.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -84487.664062 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84487.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -84487.664062 Penalty: 658.441345
	Iteration 17F: 3 clusters Score -84487.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 621 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211492.000000 Penalty: 57900.906250
Splitting cluster 22 changes total score from -58211800.000000 to -58211492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Entering Unmasked Estep 
Score: -6735488.500000 Penalty: 528.970581
	Iteration 0F: 2 clusters Score -6735488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -6661405.000000 Penalty: 1057.941162
	Iteration 0F: 3 clusters Score -6661405 nChanged 54861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -6696803.000000 Penalty: 1057.941162
	Iteration 1F: 3 clusters Score -6696803 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -6699665.500000 Penalty: 1057.941162
	Iteration 2Q: 3 clusters Score -6699666 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6704615.000000 Penalty: 1057.941162
	Iteration 3F: 3 clusters Score -6704615 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -6711651.000000 Penalty: 1057.941162
	Iteration 4F: 3 clusters Score -6711651 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -6717788.000000 Penalty: 1057.941162
	Iteration 5F: 3 clusters Score -6717788 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -6720428.500000 Penalty: 1057.941162
	Iteration 6F: 3 clusters Score -6720428 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -6721530.500000 Penalty: 1057.941162
	Iteration 7Q: 3 clusters Score -6721530 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -6722134.000000 Penalty: 1057.941162
	Iteration 8Q: 3 clusters Score -6722134 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6722785.500000 Penalty: 1057.941162
	Iteration 9Q: 3 clusters Score -6722786 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -6723479.000000 Penalty: 1057.941162
	Iteration 10Q: 3 clusters Score -6723479 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -6724324.500000 Penalty: 1057.941162
	Iteration 11Q: 3 clusters Score -6724324 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -6725184.000000 Penalty: 1057.941162
	Iteration 12Q: 3 clusters Score -6725184 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -6726066.000000 Penalty: 1057.941162
	Iteration 13Q: 3 clusters Score -6726066 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6727059.500000 Penalty: 1057.941162
	Iteration 14Q: 3 clusters Score -6727060 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -6728019.000000 Penalty: 1057.941162
	Iteration 15Q: 3 clusters Score -6728019 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6728870.000000 Penalty: 1057.941162
	Iteration 16Q: 3 clusters Score -6728870 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6729614.000000 Penalty: 1057.941162
	Iteration 17Q: 3 clusters Score -6729614 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6730237.500000 Penalty: 1057.941162
	Iteration 18Q: 3 clusters Score -6730238 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6730722.500000 Penalty: 1057.941162
	Iteration 19Q: 3 clusters Score -6730722 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -6731118.000000 Penalty: 1057.941162
	Iteration 20F: 3 clusters Score -6731118 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6731481.000000 Penalty: 1057.941162
	Iteration 21Q: 3 clusters Score -6731481 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6731781.500000 Penalty: 1057.941162
	Iteration 22Q: 3 clusters Score -6731782 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6732020.500000 Penalty: 1057.941162
	Iteration 23Q: 3 clusters Score -6732020 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -6732298.500000 Penalty: 1057.941162
	Iteration 24Q: 3 clusters Score -6732298 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -6732557.000000 Penalty: 1057.941162
	Iteration 25Q: 3 clusters Score -6732557 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6732842.000000 Penalty: 1057.941162
	Iteration 26Q: 3 clusters Score -6732842 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -6733098.500000 Penalty: 1057.941162
	Iteration 27Q: 3 clusters Score -6733098 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -6733465.000000 Penalty: 1057.941162
	Iteration 28Q: 3 clusters Score -6733465 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -6733762.500000 Penalty: 1057.941162
	Iteration 29Q: 3 clusters Score -6733762 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -6734080.500000 Penalty: 1057.941162
	Iteration 30Q: 3 clusters Score -6734080 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6734297.000000 Penalty: 1057.941162
	Iteration 31Q: 3 clusters Score -6734297 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -6734672.000000 Penalty: 1057.941162
	Iteration 32Q: 3 clusters Score -6734672 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -6734958.500000 Penalty: 1057.941162
	Iteration 33Q: 3 clusters Score -6734958 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6735242.500000 Penalty: 1057.941162
	Iteration 34Q: 3 clusters Score -6735242 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -6735392.500000 Penalty: 1057.941162
	Iteration 35Q: 3 clusters Score -6735392 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6735499.000000 Penalty: 1057.941162
	Iteration 36Q: 3 clusters Score -6735499 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6735529.000000 Penalty: 1057.941162
	Iteration 37Q: 3 clusters Score -6735529 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6735578.000000 Penalty: 1057.941162
	Iteration 38Q: 3 clusters Score -6735578 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6735509.500000 Penalty: 1057.941162
	Iteration 39Q: 3 clusters Score -6735510 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6735519.500000 Penalty: 1057.941162
	Iteration 40F: 3 clusters Score -6735520 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6735506.500000 Penalty: 1057.941162
	Iteration 41Q: 3 clusters Score -6735506 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6735474.000000 Penalty: 1057.941162
	Iteration 42Q: 3 clusters Score -6735474 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6735419.500000 Penalty: 1057.941162
	Iteration 43Q: 3 clusters Score -6735420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6735381.500000 Penalty: 1057.941162
	Iteration 44Q: 3 clusters Score -6735382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6735338.500000 Penalty: 1057.941162
	Iteration 45Q: 3 clusters Score -6735338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6735316.000000 Penalty: 1057.941162
	Iteration 46Q: 3 clusters Score -6735316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6735312.500000 Penalty: 1057.941162
	Iteration 47Q: 3 clusters Score -6735312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6735311.500000 Penalty: 1057.941162
	Iteration 48Q: 3 clusters Score -6735312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6735288.500000 Penalty: 1057.941162
	Iteration 49Q: 3 clusters Score -6735288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6735267.500000 Penalty: 1057.941162
	Iteration 50Q: 3 clusters Score -6735268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6735269.500000 Penalty: 1057.941162
	Iteration 51Q: 3 clusters Score -6735270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6735267.000000 Penalty: 1057.941162
	Iteration 52Q: 3 clusters Score -6735267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6735249.000000 Penalty: 1057.941162
	Iteration 53Q: 3 clusters Score -6735249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6735239.000000 Penalty: 1057.941162
	Iteration 54Q: 3 clusters Score -6735239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6735248.000000 Penalty: 1057.941162
	Iteration 55Q: 3 clusters Score -6735248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6735242.500000 Penalty: 1057.941162
	Iteration 56Q: 3 clusters Score -6735242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6735234.500000 Penalty: 1057.941162
	Iteration 57Q: 3 clusters Score -6735234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6735222.500000 Penalty: 1057.941162
	Iteration 58Q: 3 clusters Score -6735222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111617 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6735210.500000 Penalty: 1057.941162
	Iteration 59Q: 3 clusters Score -6735210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6735212.000000 Penalty: 1057.941162
	Iteration 60F: 3 clusters Score -6735212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6735202.000000 Penalty: 1057.941162
	Iteration 61Q: 3 clusters Score -6735202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6735198.500000 Penalty: 1057.941162
	Iteration 62Q: 3 clusters Score -6735198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6735199.500000 Penalty: 1057.941162
	Iteration 63Q: 3 clusters Score -6735200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6735199.000000 Penalty: 1057.941162
	Iteration 64Q: 3 clusters Score -6735199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6735199.500000 Penalty: 1057.941162
	Iteration 65Q: 3 clusters Score -6735200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6735196.000000 Penalty: 1057.941162
	Iteration 66Q: 3 clusters Score -6735196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6735196.500000 Penalty: 1057.941162
	Iteration 67Q: 3 clusters Score -6735196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6735195.000000 Penalty: 1057.941162
	Iteration 68Q: 3 clusters Score -6735195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6735193.500000 Penalty: 1057.941162
	Iteration 69Q: 3 clusters Score -6735194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6735198.000000 Penalty: 1057.941162
	Iteration 70Q: 3 clusters Score -6735198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111660 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6735194.000000 Penalty: 1057.941162
	Iteration 71Q: 3 clusters Score -6735194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6735191.000000 Penalty: 1057.941162
	Iteration 72Q: 3 clusters Score -6735191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6735191.500000 Penalty: 1057.941162
	Iteration 73Q: 3 clusters Score -6735192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6735191.500000 Penalty: 1057.941162
	Iteration 74F: 3 clusters Score -6735192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14671.083984 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14671.08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14747.653320 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14747.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14774.795898 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14785.827148 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14785.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14791.055664 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14791.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14795.583008 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14795.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14800.492188 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14800.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14811.959961 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14811.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14817.121094 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14817.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14820.767578 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14820.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14822.585938 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -14822.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14822.585938 Penalty: 501.354340
	Iteration 11F: 3 clusters Score -14822.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -46682.195312 Penalty: 303.056152
	Iteration 0F: 2 clusters Score -46682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46018.531250 Penalty: 606.112305
	Iteration 0F: 3 clusters Score -46018.53 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46185.128906 Penalty: 606.112305
	Iteration 1F: 3 clusters Score -46185.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46223.238281 Penalty: 606.112305
	Iteration 2F: 3 clusters Score -46223.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46244.593750 Penalty: 606.112305
	Iteration 3Q: 3 clusters Score -46244.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46261.238281 Penalty: 606.112305
	Iteration 4Q: 3 clusters Score -46261.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46273.375000 Penalty: 606.112305
	Iteration 5Q: 3 clusters Score -46273.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46283.171875 Penalty: 606.112305
	Iteration 6Q: 3 clusters Score -46283.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46297.359375 Penalty: 606.112305
	Iteration 7Q: 3 clusters Score -46297.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46304.699219 Penalty: 606.112305
	Iteration 8Q: 3 clusters Score -46304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46307.835938 Penalty: 606.112305
	Iteration 9Q: 3 clusters Score -46307.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46309.695312 Penalty: 606.112305
	Iteration 10Q: 3 clusters Score -46309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46312.863281 Penalty: 606.112305
	Iteration 11Q: 3 clusters Score -46312.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46316.566406 Penalty: 606.112305
	Iteration 12Q: 3 clusters Score -46316.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46319.171875 Penalty: 606.112305
	Iteration 13Q: 3 clusters Score -46319.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46323.828125 Penalty: 606.112305
	Iteration 14Q: 3 clusters Score -46323.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46325.941406 Penalty: 606.112305
	Iteration 15Q: 3 clusters Score -46325.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46327.468750 Penalty: 606.112305
	Iteration 16Q: 3 clusters Score -46327.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46328.753906 Penalty: 606.112305
	Iteration 17Q: 3 clusters Score -46328.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46329.304688 Penalty: 606.112305
	Iteration 18Q: 3 clusters Score -46329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46329.753906 Penalty: 606.112305
	Iteration 19Q: 3 clusters Score -46329.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46330.234375 Penalty: 606.112305
	Iteration 20F: 3 clusters Score -46330.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46331.167969 Penalty: 606.112305
	Iteration 21Q: 3 clusters Score -46331.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46335.093750 Penalty: 606.112305
	Iteration 22Q: 3 clusters Score -46335.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46336.312500 Penalty: 606.112305
	Iteration 23Q: 3 clusters Score -46336.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46338.492188 Penalty: 606.112305
	Iteration 24Q: 3 clusters Score -46338.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46340.390625 Penalty: 606.112305
	Iteration 25Q: 3 clusters Score -46340.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46340.582031 Penalty: 606.112305
	Iteration 26Q: 3 clusters Score -46340.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46341.000000 Penalty: 606.112305
	Iteration 27Q: 3 clusters Score -46341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46343.925781 Penalty: 606.112305
	Iteration 28Q: 3 clusters Score -46343.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46346.710938 Penalty: 606.112305
	Iteration 29Q: 3 clusters Score -46346.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46348.421875 Penalty: 606.112305
	Iteration 30Q: 3 clusters Score -46348.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46351.128906 Penalty: 606.112305
	Iteration 31Q: 3 clusters Score -46351.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46353.074219 Penalty: 606.112305
	Iteration 32Q: 3 clusters Score -46353.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46355.191406 Penalty: 606.112305
	Iteration 33Q: 3 clusters Score -46355.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46357.179688 Penalty: 606.112305
	Iteration 34Q: 3 clusters Score -46357.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46361.875000 Penalty: 606.112305
	Iteration 35Q: 3 clusters Score -46361.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46370.671875 Penalty: 606.112305
	Iteration 36Q: 3 clusters Score -46370.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46376.082031 Penalty: 606.112305
	Iteration 37Q: 3 clusters Score -46376.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46378.417969 Penalty: 606.112305
	Iteration 38Q: 3 clusters Score -46378.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -46385.644531 Penalty: 606.112305
	Iteration 39Q: 3 clusters Score -46385.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46389.281250 Penalty: 606.112305
	Iteration 40F: 3 clusters Score -46389.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46391.484375 Penalty: 606.112305
	Iteration 41Q: 3 clusters Score -46391.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46396.222656 Penalty: 606.112305
	Iteration 42Q: 3 clusters Score -46396.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -46398.781250 Penalty: 606.112305
	Iteration 43Q: 3 clusters Score -46398.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -46401.898438 Penalty: 606.112305
	Iteration 44Q: 3 clusters Score -46401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46404.382812 Penalty: 606.112305
	Iteration 45Q: 3 clusters Score -46404.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -46404.750000 Penalty: 606.112305
	Iteration 46Q: 3 clusters Score -46404.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46405.171875 Penalty: 606.112305
	Iteration 47Q: 3 clusters Score -46405.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46405.171875 Penalty: 606.112305
	Iteration 48F: 3 clusters Score -46405.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -18404.388672 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -18404.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18043.281250 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -18043.28 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18149.185547 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -18149.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18198.234375 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -18198.23 nChanged 24
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: -18240.482422 Penalty: 520.846252
	Iteration 3F: 3 clusters Score -18240.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18268.087891 Penalty: 520.846252
	Iteration 4F: 3 clusters Score -18268.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18281.906250 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -18281.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18293.431641 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -18293.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18297.837891 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -18297.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18303.878906 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -18303.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18304.849609 Penalty: 520.846252
	Iteration 9Q: 3 clusters Score -18304.85 nChanged 1
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: -18305.601562 Penalty: 520.846252
	Iteration 10Q: 3 clusters Score -18305.6 nChanged 0
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: -18305.601562 Penalty: 520.846252
	Iteration 11F: 3 clusters Score -18305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13445.744141 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13445.74 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 135 members 
Entering Unmasked Estep 
Score: -13123.587891 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13123.59 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13328.269531 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13328.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13371.420898 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13371.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13384.057617 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -13384.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13388.174805 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13388.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13388.920898 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13388.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13390.458984 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13390.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13390.458984 Penalty: 513.090271
	Iteration 7F: 3 clusters Score -13390.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -345474.062500 Penalty: 394.590302
	Iteration 0F: 2 clusters Score -345474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -341602.593750 Penalty: 789.180603
	Iteration 0F: 3 clusters Score -341602.6 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -342996.281250 Penalty: 789.180603
	Iteration 1F: 3 clusters Score -342996.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -343161.718750 Penalty: 789.180603
	Iteration 2F: 3 clusters Score -343161.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -343343.562500 Penalty: 789.180603
	Iteration 3F: 3 clusters Score -343343.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -343560.968750 Penalty: 789.180603
	Iteration 4F: 3 clusters Score -343561 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -343767.625000 Penalty: 789.180603
	Iteration 5F: 3 clusters Score -343767.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -343954.937500 Penalty: 789.180603
	Iteration 6F: 3 clusters Score -343954.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -344120.906250 Penalty: 789.180603
	Iteration 7F: 3 clusters Score -344120.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -344244.875000 Penalty: 789.180603
	Iteration 8Q: 3 clusters Score -344244.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -344309.468750 Penalty: 789.180603
	Iteration 9Q: 3 clusters Score -344309.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -344347.812500 Penalty: 789.180603
	Iteration 10Q: 3 clusters Score -344347.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -344379.718750 Penalty: 789.180603
	Iteration 11Q: 3 clusters Score -344379.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -344409.156250 Penalty: 789.180603
	Iteration 12Q: 3 clusters Score -344409.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -344434.031250 Penalty: 789.180603
	Iteration 13Q: 3 clusters Score -344434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -344460.718750 Penalty: 789.180603
	Iteration 14Q: 3 clusters Score -344460.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -344486.562500 Penalty: 789.180603
	Iteration 15Q: 3 clusters Score -344486.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -344513.343750 Penalty: 789.180603
	Iteration 16Q: 3 clusters Score -344513.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -344530.875000 Penalty: 789.180603
	Iteration 17Q: 3 clusters Score -344530.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -344547.218750 Penalty: 789.180603
	Iteration 18Q: 3 clusters Score -344547.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -344559.781250 Penalty: 789.180603
	Iteration 19Q: 3 clusters Score -344559.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -344572.343750 Penalty: 789.180603
	Iteration 20F: 3 clusters Score -344572.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -344582.156250 Penalty: 789.180603
	Iteration 21Q: 3 clusters Score -344582.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -344590.000000 Penalty: 789.180603
	Iteration 22Q: 3 clusters Score -344590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -344596.656250 Penalty: 789.180603
	Iteration 23Q: 3 clusters Score -344596.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -344600.156250 Penalty: 789.180603
	Iteration 24Q: 3 clusters Score -344600.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -344603.218750 Penalty: 789.180603
	Iteration 25Q: 3 clusters Score -344603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -344609.375000 Penalty: 789.180603
	Iteration 26Q: 3 clusters Score -344609.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -344618.500000 Penalty: 789.180603
	Iteration 27Q: 3 clusters Score -344618.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -344626.812500 Penalty: 789.180603
	Iteration 28Q: 3 clusters Score -344626.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -344634.562500 Penalty: 789.180603
	Iteration 29Q: 3 clusters Score -344634.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -344640.125000 Penalty: 789.180603
	Iteration 30Q: 3 clusters Score -344640.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -344648.062500 Penalty: 789.180603
	Iteration 31Q: 3 clusters Score -344648.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -344654.593750 Penalty: 789.180603
	Iteration 32Q: 3 clusters Score -344654.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -344661.281250 Penalty: 789.180603
	Iteration 33Q: 3 clusters Score -344661.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -344669.718750 Penalty: 789.180603
	Iteration 34Q: 3 clusters Score -344669.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -344678.375000 Penalty: 789.180603
	Iteration 35Q: 3 clusters Score -344678.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -344686.968750 Penalty: 789.180603
	Iteration 36Q: 3 clusters Score -344687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -344695.031250 Penalty: 789.180603
	Iteration 37Q: 3 clusters Score -344695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -344703.500000 Penalty: 789.180603
	Iteration 38Q: 3 clusters Score -344703.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -344709.250000 Penalty: 789.180603
	Iteration 39Q: 3 clusters Score -344709.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -344713.218750 Penalty: 789.180603
	Iteration 40F: 3 clusters Score -344713.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -344719.437500 Penalty: 789.180603
	Iteration 41Q: 3 clusters Score -344719.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -344727.718750 Penalty: 789.180603
	Iteration 42Q: 3 clusters Score -344727.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -344737.156250 Penalty: 789.180603
	Iteration 43Q: 3 clusters Score -344737.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -344750.343750 Penalty: 789.180603
	Iteration 44Q: 3 clusters Score -344750.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -344769.062500 Penalty: 789.180603
	Iteration 45Q: 3 clusters Score -344769.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -344790.781250 Penalty: 789.180603
	Iteration 46Q: 3 clusters Score -344790.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -344817.187500 Penalty: 789.180603
	Iteration 47Q: 3 clusters Score -344817.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -344839.875000 Penalty: 789.180603
	Iteration 48Q: 3 clusters Score -344839.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -344859.218750 Penalty: 789.180603
	Iteration 49Q: 3 clusters Score -344859.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -344875.343750 Penalty: 789.180603
	Iteration 50Q: 3 clusters Score -344875.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -344886.031250 Penalty: 789.180603
	Iteration 51Q: 3 clusters Score -344886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -344892.843750 Penalty: 789.180603
	Iteration 52Q: 3 clusters Score -344892.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -344897.000000 Penalty: 789.180603
	Iteration 53Q: 3 clusters Score -344897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -344902.125000 Penalty: 789.180603
	Iteration 54Q: 3 clusters Score -344902.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -344908.781250 Penalty: 789.180603
	Iteration 55Q: 3 clusters Score -344908.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -344913.187500 Penalty: 789.180603
	Iteration 56Q: 3 clusters Score -344913.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -344921.625000 Penalty: 789.180603
	Iteration 57Q: 3 clusters Score -344921.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -344928.875000 Penalty: 789.180603
	Iteration 58Q: 3 clusters Score -344928.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -344933.187500 Penalty: 789.180603
	Iteration 59Q: 3 clusters Score -344933.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -344939.031250 Penalty: 789.180603
	Iteration 60F: 3 clusters Score -344939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -344943.125000 Penalty: 789.180603
	Iteration 61Q: 3 clusters Score -344943.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -344945.375000 Penalty: 789.180603
	Iteration 62Q: 3 clusters Score -344945.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -344949.375000 Penalty: 789.180603
	Iteration 63Q: 3 clusters Score -344949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -344953.000000 Penalty: 789.180603
	Iteration 64Q: 3 clusters Score -344953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -344958.000000 Penalty: 789.180603
	Iteration 65Q: 3 clusters Score -344958 nChanged 21
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: -344961.656250 Penalty: 789.180603
	Iteration 66Q: 3 clusters Score -344961.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -344967.000000 Penalty: 789.180603
	Iteration 67Q: 3 clusters Score -344967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -344972.750000 Penalty: 789.180603
	Iteration 68Q: 3 clusters Score -344972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -344977.812500 Penalty: 789.180603
	Iteration 69Q: 3 clusters Score -344977.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -344982.500000 Penalty: 789.180603
	Iteration 70Q: 3 clusters Score -344982.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -344988.906250 Penalty: 789.180603
	Iteration 71Q: 3 clusters Score -344988.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -344992.531250 Penalty: 789.180603
	Iteration 72Q: 3 clusters Score -344992.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -344994.875000 Penalty: 789.180603
	Iteration 73Q: 3 clusters Score -344994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -344996.906250 Penalty: 789.180603
	Iteration 74Q: 3 clusters Score -344996.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -344998.375000 Penalty: 789.180603
	Iteration 75Q: 3 clusters Score -344998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -344998.781250 Penalty: 789.180603
	Iteration 76Q: 3 clusters Score -344998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -344999.468750 Penalty: 789.180603
	Iteration 77Q: 3 clusters Score -344999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -344999.250000 Penalty: 789.180603
	Iteration 78Q: 3 clusters Score -344999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -344999.125000 Penalty: 789.180603
	Iteration 79Q: 3 clusters Score -344999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -344999.125000 Penalty: 789.180603
	Iteration 80F: 3 clusters Score -344999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129241 members 
Entering Unmasked Estep 
Score: -7610591.500000 Penalty: 535.509216
	Iteration 0F: 2 clusters Score -7610592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -7523486.000000 Penalty: 1071.018433
	Iteration 0F: 3 clusters Score -7523486 nChanged 63608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -7562586.500000 Penalty: 1071.018433
	Iteration 1F: 3 clusters Score -7562586 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -7565692.000000 Penalty: 1071.018433
	Iteration 2Q: 3 clusters Score -7565692 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -7570437.500000 Penalty: 1071.018433
	Iteration 3F: 3 clusters Score -7570438 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -7576808.000000 Penalty: 1071.018433
	Iteration 4F: 3 clusters Score -7576808 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7583701.500000 Penalty: 1071.018433
	Iteration 5F: 3 clusters Score -7583702 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7589664.000000 Penalty: 1071.018433
	Iteration 6F: 3 clusters Score -7589664 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -7594186.500000 Penalty: 1071.018433
	Iteration 7F: 3 clusters Score -7594186 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7597234.500000 Penalty: 1071.018433
	Iteration 8Q: 3 clusters Score -7597234 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -7599316.500000 Penalty: 1071.018433
	Iteration 9Q: 3 clusters Score -7599316 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7600856.000000 Penalty: 1071.018433
	Iteration 10Q: 3 clusters Score -7600856 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -7602310.500000 Penalty: 1071.018433
	Iteration 11Q: 3 clusters Score -7602310 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -7603669.000000 Penalty: 1071.018433
	Iteration 12Q: 3 clusters Score -7603669 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -7604913.000000 Penalty: 1071.018433
	Iteration 13Q: 3 clusters Score -7604913 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -7606155.500000 Penalty: 1071.018433
	Iteration 14Q: 3 clusters Score -7606156 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124263 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7607332.000000 Penalty: 1071.018433
	Iteration 15Q: 3 clusters Score -7607332 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7608308.000000 Penalty: 1071.018433
	Iteration 16Q: 3 clusters Score -7608308 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7609068.500000 Penalty: 1071.018433
	Iteration 17Q: 3 clusters Score -7609068 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7609513.500000 Penalty: 1071.018433
	Iteration 18Q: 3 clusters Score -7609514 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128135 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7609811.000000 Penalty: 1071.018433
	Iteration 19Q: 3 clusters Score -7609811 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128428 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7609982.000000 Penalty: 1071.018433
	Iteration 20F: 3 clusters Score -7609982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7610074.000000 Penalty: 1071.018433
	Iteration 21Q: 3 clusters Score -7610074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128706 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7610127.500000 Penalty: 1071.018433
	Iteration 22Q: 3 clusters Score -7610128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128769 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7610159.000000 Penalty: 1071.018433
	Iteration 23Q: 3 clusters Score -7610159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128811 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7610163.500000 Penalty: 1071.018433
	Iteration 24Q: 3 clusters Score -7610164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7610181.500000 Penalty: 1071.018433
	Iteration 25Q: 3 clusters Score -7610182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7610188.500000 Penalty: 1071.018433
	Iteration 26Q: 3 clusters Score -7610188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7610192.500000 Penalty: 1071.018433
	Iteration 27Q: 3 clusters Score -7610192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7610206.000000 Penalty: 1071.018433
	Iteration 28Q: 3 clusters Score -7610206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7610208.000000 Penalty: 1071.018433
	Iteration 29Q: 3 clusters Score -7610208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7610216.500000 Penalty: 1071.018433
	Iteration 30Q: 3 clusters Score -7610216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7610216.000000 Penalty: 1071.018433
	Iteration 31Q: 3 clusters Score -7610216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128900 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7610212.500000 Penalty: 1071.018433
	Iteration 32Q: 3 clusters Score -7610212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7610218.000000 Penalty: 1071.018433
	Iteration 33Q: 3 clusters Score -7610218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7610219.500000 Penalty: 1071.018433
	Iteration 34Q: 3 clusters Score -7610220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7610212.500000 Penalty: 1071.018433
	Iteration 35Q: 3 clusters Score -7610212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7610219.500000 Penalty: 1071.018433
	Iteration 36Q: 3 clusters Score -7610220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7610220.500000 Penalty: 1071.018433
	Iteration 37Q: 3 clusters Score -7610220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7610224.000000 Penalty: 1071.018433
	Iteration 38Q: 3 clusters Score -7610224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7610224.000000 Penalty: 1071.018433
	Iteration 39F: 3 clusters Score -7610224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -16348.110352 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -16348.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15978.624023 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -15978.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16075.523438 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -16075.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16114.527344 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -16114.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16146.748047 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -16146.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16166.267578 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -16166.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16183.646484 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -16183.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16199.187500 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -16199.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16207.018555 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -16207.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16214.277344 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -16214.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16216.317383 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -16216.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16220.492188 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -16220.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16227.676758 Penalty: 517.205750
	Iteration 11Q: 3 clusters Score -16227.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16229.736328 Penalty: 517.205750
	Iteration 12Q: 3 clusters Score -16229.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16229.736328 Penalty: 517.205750
	Iteration 13F: 3 clusters Score -16229.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -129205.484375 Penalty: 349.531982
	Iteration 0F: 2 clusters Score -129205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -127621.640625 Penalty: 699.063965
	Iteration 0F: 3 clusters Score -127621.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128208.726562 Penalty: 699.063965
	Iteration 1F: 3 clusters Score -128208.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128355.820312 Penalty: 699.063965
	Iteration 2F: 3 clusters Score -128355.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128508.945312 Penalty: 699.063965
	Iteration 3F: 3 clusters Score -128508.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128661.742188 Penalty: 699.063965
	Iteration 4F: 3 clusters Score -128661.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -128770.218750 Penalty: 699.063965
	Iteration 5F: 3 clusters Score -128770.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128867.476562 Penalty: 699.063965
	Iteration 6Q: 3 clusters Score -128867.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -128938.804688 Penalty: 699.063965
	Iteration 7Q: 3 clusters Score -128938.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -128993.031250 Penalty: 699.063965
	Iteration 8Q: 3 clusters Score -128993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -129036.859375 Penalty: 699.063965
	Iteration 9Q: 3 clusters Score -129036.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -129056.062500 Penalty: 699.063965
	Iteration 10Q: 3 clusters Score -129056.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -129068.046875 Penalty: 699.063965
	Iteration 11Q: 3 clusters Score -129068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129073.453125 Penalty: 699.063965
	Iteration 12Q: 3 clusters Score -129073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129076.187500 Penalty: 699.063965
	Iteration 13Q: 3 clusters Score -129076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129077.625000 Penalty: 699.063965
	Iteration 14Q: 3 clusters Score -129077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129078.468750 Penalty: 699.063965
	Iteration 15Q: 3 clusters Score -129078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -129078.515625 Penalty: 699.063965
	Iteration 16Q: 3 clusters Score -129078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -129078.515625 Penalty: 699.063965
	Iteration 17F: 3 clusters Score -129078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -127714.281250 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -127714.3 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 1098 members 
Entering Unmasked Estep 
Score: -126211.343750 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -126211.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -126866.210938 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -126866.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -126994.632812 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -126994.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -127111.679688 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -127111.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -127227.984375 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -127228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -127343.500000 Penalty: 696.984619
	Iteration 5Q: 3 clusters Score -127343.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -127422.343750 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -127422.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -127478.195312 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -127478.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -127518.828125 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -127518.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -127547.835938 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -127547.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -127560.117188 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -127560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -127566.187500 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -127566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -127568.953125 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -127569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -127570.796875 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -127570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -127573.007812 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -127573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -127573.617188 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -127573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -127573.539062 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -127573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -127574.890625 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -127574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -127576.007812 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -127576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -127577.601562 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -127577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -127579.703125 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -127579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -127579.867188 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -127579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -127579.867188 Penalty: 696.984619
	Iteration 22F: 3 clusters Score -127579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 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 284 members 
Entering Unmasked Estep 
Score: -34739.839844 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34739.84 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34903.707031 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34903.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34968.410156 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34968.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35024.972656 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -35024.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35087.597656 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -35087.6 nChanged 27
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: -35127.714844 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -35127.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35146.109375 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -35146.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35156.937500 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -35156.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35166.210938 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -35166.21 nChanged 9
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: -35178.351562 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -35178.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35185.050781 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -35185.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35185.550781 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -35185.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35185.863281 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -35185.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35187.175781 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -35187.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35187.609375 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -35187.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35187.953125 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -35187.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35187.953125 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -35187.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14359.818359 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -14359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14046.465820 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -14046.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14101.909180 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -14101.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14126.696289 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -14126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14149.855469 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -14149.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14167.871094 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -14167.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14177.579102 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -14177.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14179.212891 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -14179.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14184.564453 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -14184.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14189.336914 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -14189.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14190.158203 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -14190.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14190.158203 Penalty: 492.052612
	Iteration 10F: 3 clusters Score -14190.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10032.385742 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10032.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9714.555664 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9714.556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9852.160156 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9852.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9882.861328 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9882.861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9897.890625 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9897.891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9910.933594 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9910.934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9918.300781 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9918.301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9931.513672 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9931.514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9937.666016 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9937.666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9945.812500 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9945.812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9960.354492 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9960.354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9965.681641 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -9965.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9965.681641 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -9965.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3338.627930 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3338.628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3381.024902 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3381.025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3391.566650 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3391.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3398.391602 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3398.392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3398.391602 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -3398.392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -43186.195312 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -43186.2 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 386 members 
Entering Unmasked Estep 
Score: -42540.238281 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -42540.24 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42700.734375 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -42700.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42745.550781 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -42745.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42768.027344 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -42768.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42785.421875 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -42785.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42798.328125 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -42798.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42815.660156 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -42815.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42832.675781 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -42832.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42838.675781 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -42838.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42844.546875 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -42844.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42847.988281 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -42847.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42850.308594 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -42850.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42855.730469 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -42855.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42858.304688 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -42858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42861.824219 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -42861.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42864.609375 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -42864.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42865.945312 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -42865.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42868.992188 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -42868.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42870.527344 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -42870.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42871.402344 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -42871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42871.890625 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -42871.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10178.929688 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10178.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10257.490234 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10257.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10280.421875 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10280.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10291.221680 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10291.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10294.386719 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10294.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10297.322266 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10297.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10297.875000 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10297.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10297.875000 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10297.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14941.286133 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14941.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15027.835938 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15027.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15049.406250 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15049.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15053.040039 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15053.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15053.452148 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15053.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15053.738281 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15053.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15054.143555 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15054.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15054.143555 Penalty: 507.411377
	Iteration 7F: 3 clusters Score -15054.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11536.662109 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11536.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11626.196289 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11648.417969 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11648.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11652.438477 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11652.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11654.816406 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11654.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11658.828125 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11658.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11661.304688 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11662.776367 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11662.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11663.577148 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11663.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11665.012695 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11665.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11665.012695 Penalty: 488.303802
	Iteration 10F: 3 clusters Score -11665.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -12739.154297 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -12739.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12411.897461 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -12411.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12481.452148 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -12481.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12494.916016 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -12494.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12502.301758 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -12502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12509.333984 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -12509.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12511.711914 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -12511.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12521.216797 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -12521.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12524.143555 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -12524.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12525.388672 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -12525.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12526.407227 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -12526.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12527.311523 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -12527.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12527.311523 Penalty: 509.118713
	Iteration 11F: 3 clusters Score -12527.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -5817.749512 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -5817.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5616.047852 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5616.048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5647.089844 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5647.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5664.458984 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -5664.459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5672.695312 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -5672.695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5676.229980 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -5676.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5676.229980 Penalty: 426.912689
	Iteration 5F: 3 clusters Score -5676.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -249629.500000 Penalty: 379.555847
	Iteration 0F: 2 clusters Score -249629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -246821.671875 Penalty: 759.111694
	Iteration 0F: 3 clusters Score -246821.7 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -247977.312500 Penalty: 759.111694
	Iteration 1F: 3 clusters Score -247977.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -248132.890625 Penalty: 759.111694
	Iteration 2F: 3 clusters Score -248132.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -248295.203125 Penalty: 759.111694
	Iteration 3F: 3 clusters Score -248295.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -248479.093750 Penalty: 759.111694
	Iteration 4F: 3 clusters Score -248479.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -248694.421875 Penalty: 759.111694
	Iteration 5F: 3 clusters Score -248694.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -248858.312500 Penalty: 759.111694
	Iteration 6F: 3 clusters Score -248858.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -248948.062500 Penalty: 759.111694
	Iteration 7Q: 3 clusters Score -248948.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248993.437500 Penalty: 759.111694
	Iteration 8Q: 3 clusters Score -248993.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -249017.765625 Penalty: 759.111694
	Iteration 9Q: 3 clusters Score -249017.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -249032.109375 Penalty: 759.111694
	Iteration 10Q: 3 clusters Score -249032.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -249042.546875 Penalty: 759.111694
	Iteration 11Q: 3 clusters Score -249042.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -249049.609375 Penalty: 759.111694
	Iteration 12Q: 3 clusters Score -249049.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -249052.875000 Penalty: 759.111694
	Iteration 13Q: 3 clusters Score -249052.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -249057.312500 Penalty: 759.111694
	Iteration 14Q: 3 clusters Score -249057.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -249059.812500 Penalty: 759.111694
	Iteration 15Q: 3 clusters Score -249059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -249062.250000 Penalty: 759.111694
	Iteration 16Q: 3 clusters Score -249062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -249065.578125 Penalty: 759.111694
	Iteration 17Q: 3 clusters Score -249065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -249067.250000 Penalty: 759.111694
	Iteration 18Q: 3 clusters Score -249067.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -249070.656250 Penalty: 759.111694
	Iteration 19Q: 3 clusters Score -249070.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -249074.453125 Penalty: 759.111694
	Iteration 20F: 3 clusters Score -249074.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -249078.187500 Penalty: 759.111694
	Iteration 21Q: 3 clusters Score -249078.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -249081.625000 Penalty: 759.111694
	Iteration 22Q: 3 clusters Score -249081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -249085.937500 Penalty: 759.111694
	Iteration 23Q: 3 clusters Score -249085.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -249090.109375 Penalty: 759.111694
	Iteration 24Q: 3 clusters Score -249090.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -249095.093750 Penalty: 759.111694
	Iteration 25Q: 3 clusters Score -249095.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -249098.656250 Penalty: 759.111694
	Iteration 26Q: 3 clusters Score -249098.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -249101.015625 Penalty: 759.111694
	Iteration 27Q: 3 clusters Score -249101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -249102.640625 Penalty: 759.111694
	Iteration 28Q: 3 clusters Score -249102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -249105.359375 Penalty: 759.111694
	Iteration 29Q: 3 clusters Score -249105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -249106.203125 Penalty: 759.111694
	Iteration 30Q: 3 clusters Score -249106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -249106.531250 Penalty: 759.111694
	Iteration 31Q: 3 clusters Score -249106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -249107.875000 Penalty: 759.111694
	Iteration 32Q: 3 clusters Score -249107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -249108.281250 Penalty: 759.111694
	Iteration 33Q: 3 clusters Score -249108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -249109.265625 Penalty: 759.111694
	Iteration 34Q: 3 clusters Score -249109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -249109.546875 Penalty: 759.111694
	Iteration 35Q: 3 clusters Score -249109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -249111.093750 Penalty: 759.111694
	Iteration 36Q: 3 clusters Score -249111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -249111.640625 Penalty: 759.111694
	Iteration 37Q: 3 clusters Score -249111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -249112.296875 Penalty: 759.111694
	Iteration 38Q: 3 clusters Score -249112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -249114.546875 Penalty: 759.111694
	Iteration 39Q: 3 clusters Score -249114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -249116.234375 Penalty: 759.111694
	Iteration 40F: 3 clusters Score -249116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -249116.734375 Penalty: 759.111694
	Iteration 41Q: 3 clusters Score -249116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -249117.234375 Penalty: 759.111694
	Iteration 42Q: 3 clusters Score -249117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -249117.156250 Penalty: 759.111694
	Iteration 43Q: 3 clusters Score -249117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -249117.609375 Penalty: 759.111694
	Iteration 44Q: 3 clusters Score -249117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249117.921875 Penalty: 759.111694
	Iteration 45Q: 3 clusters Score -249117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -249118.093750 Penalty: 759.111694
	Iteration 46Q: 3 clusters Score -249118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249118.359375 Penalty: 759.111694
	Iteration 47Q: 3 clusters Score -249118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249118.687500 Penalty: 759.111694
	Iteration 48Q: 3 clusters Score -249118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -249119.078125 Penalty: 759.111694
	Iteration 49Q: 3 clusters Score -249119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -249119.078125 Penalty: 759.111694
	Iteration 50F: 3 clusters Score -249119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16379.058594 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16379.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16047.414062 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16047.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16189.222656 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16189.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16221.738281 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16221.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16234.323242 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -16234.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16238.466797 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16238.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16244.412109 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16244.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16248.742188 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16248.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16248.742188 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -16248.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10079.439453 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10079.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10160.074219 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10160.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10195.259766 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10195.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10208.788086 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10208.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10218.284180 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10218.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10231.347656 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10231.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10252.791992 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10252.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10274.140625 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10274.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10287.566406 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10287.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10298.939453 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10298.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10308.205078 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -10308.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10308.205078 Penalty: 470.514038
	Iteration 11F: 3 clusters Score -10308.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (118831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Entering Unmasked Estep 
Score: -7179716.500000 Penalty: 531.688293
	Iteration 0F: 2 clusters Score -7179716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7100502.000000 Penalty: 1063.376587
	Iteration 0F: 3 clusters Score -7100502 nChanged 58177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7136987.500000 Penalty: 1063.376587
	Iteration 1F: 3 clusters Score -7136988 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -7139811.500000 Penalty: 1063.376587
	Iteration 2Q: 3 clusters Score -7139812 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -7144634.500000 Penalty: 1063.376587
	Iteration 3F: 3 clusters Score -7144634 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -7151623.000000 Penalty: 1063.376587
	Iteration 4F: 3 clusters Score -7151623 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -7157590.000000 Penalty: 1063.376587
	Iteration 5F: 3 clusters Score -7157590 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -7159952.500000 Penalty: 1063.376587
	Iteration 6Q: 3 clusters Score -7159952 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -7160693.000000 Penalty: 1063.376587
	Iteration 7Q: 3 clusters Score -7160693 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -7161215.500000 Penalty: 1063.376587
	Iteration 8Q: 3 clusters Score -7161216 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -7161761.500000 Penalty: 1063.376587
	Iteration 9Q: 3 clusters Score -7161762 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -7162407.500000 Penalty: 1063.376587
	Iteration 10Q: 3 clusters Score -7162408 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -7163202.500000 Penalty: 1063.376587
	Iteration 11Q: 3 clusters Score -7163202 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -7164007.500000 Penalty: 1063.376587
	Iteration 12Q: 3 clusters Score -7164008 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -7165057.500000 Penalty: 1063.376587
	Iteration 13Q: 3 clusters Score -7165058 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -7166421.000000 Penalty: 1063.376587
	Iteration 14Q: 3 clusters Score -7166421 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -7167997.000000 Penalty: 1063.376587
	Iteration 15Q: 3 clusters Score -7167997 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -7169970.500000 Penalty: 1063.376587
	Iteration 16Q: 3 clusters Score -7169970 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -7172104.500000 Penalty: 1063.376587
	Iteration 17Q: 3 clusters Score -7172104 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -7174114.000000 Penalty: 1063.376587
	Iteration 18Q: 3 clusters Score -7174114 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -7175468.000000 Penalty: 1063.376587
	Iteration 19Q: 3 clusters Score -7175468 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -7176602.500000 Penalty: 1063.376587
	Iteration 20F: 3 clusters Score -7176602 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -7177339.500000 Penalty: 1063.376587
	Iteration 21Q: 3 clusters Score -7177340 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -7177739.500000 Penalty: 1063.376587
	Iteration 22Q: 3 clusters Score -7177740 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -7177974.000000 Penalty: 1063.376587
	Iteration 23Q: 3 clusters Score -7177974 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -7178125.000000 Penalty: 1063.376587
	Iteration 24Q: 3 clusters Score -7178125 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -7178200.500000 Penalty: 1063.376587
	Iteration 25Q: 3 clusters Score -7178200 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -7178265.000000 Penalty: 1063.376587
	Iteration 26Q: 3 clusters Score -7178265 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -7178317.500000 Penalty: 1063.376587
	Iteration 27Q: 3 clusters Score -7178318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -7178338.000000 Penalty: 1063.376587
	Iteration 28Q: 3 clusters Score -7178338 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -7178333.000000 Penalty: 1063.376587
	Iteration 29Q: 3 clusters Score -7178333 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -7178345.000000 Penalty: 1063.376587
	Iteration 30Q: 3 clusters Score -7178345 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -7178376.500000 Penalty: 1063.376587
	Iteration 31Q: 3 clusters Score -7178376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -7178381.500000 Penalty: 1063.376587
	Iteration 32Q: 3 clusters Score -7178382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -7178400.000000 Penalty: 1063.376587
	Iteration 33Q: 3 clusters Score -7178400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -7178412.000000 Penalty: 1063.376587
	Iteration 34Q: 3 clusters Score -7178412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -7178422.500000 Penalty: 1063.376587
	Iteration 35Q: 3 clusters Score -7178422 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -7178429.000000 Penalty: 1063.376587
	Iteration 36Q: 3 clusters Score -7178429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -7178457.500000 Penalty: 1063.376587
	Iteration 37Q: 3 clusters Score -7178458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -7178451.000000 Penalty: 1063.376587
	Iteration 38Q: 3 clusters Score -7178451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -7178443.000000 Penalty: 1063.376587
	Iteration 39Q: 3 clusters Score -7178443 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -7178434.500000 Penalty: 1063.376587
	Iteration 40F: 3 clusters Score -7178434 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -7178433.000000 Penalty: 1063.376587
	Iteration 41Q: 3 clusters Score -7178433 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -7178443.500000 Penalty: 1063.376587
	Iteration 42Q: 3 clusters Score -7178444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -7178446.000000 Penalty: 1063.376587
	Iteration 43Q: 3 clusters Score -7178446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -7178463.000000 Penalty: 1063.376587
	Iteration 44Q: 3 clusters Score -7178463 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -7178472.500000 Penalty: 1063.376587
	Iteration 45Q: 3 clusters Score -7178472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -7178495.000000 Penalty: 1063.376587
	Iteration 46Q: 3 clusters Score -7178495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -7178487.500000 Penalty: 1063.376587
	Iteration 47Q: 3 clusters Score -7178488 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -7178510.500000 Penalty: 1063.376587
	Iteration 48Q: 3 clusters Score -7178510 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -7178537.000000 Penalty: 1063.376587
	Iteration 49Q: 3 clusters Score -7178537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -7178574.000000 Penalty: 1063.376587
	Iteration 50Q: 3 clusters Score -7178574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -7178593.500000 Penalty: 1063.376587
	Iteration 51Q: 3 clusters Score -7178594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -7178595.500000 Penalty: 1063.376587
	Iteration 52Q: 3 clusters Score -7178596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -7178633.000000 Penalty: 1063.376587
	Iteration 53Q: 3 clusters Score -7178633 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -7178646.500000 Penalty: 1063.376587
	Iteration 54Q: 3 clusters Score -7178646 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -7178671.500000 Penalty: 1063.376587
	Iteration 55Q: 3 clusters Score -7178672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -7178683.500000 Penalty: 1063.376587
	Iteration 56Q: 3 clusters Score -7178684 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -7178705.000000 Penalty: 1063.376587
	Iteration 57Q: 3 clusters Score -7178705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -7178701.500000 Penalty: 1063.376587
	Iteration 58Q: 3 clusters Score -7178702 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -7178739.000000 Penalty: 1063.376587
	Iteration 59Q: 3 clusters Score -7178739 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -7178764.000000 Penalty: 1063.376587
	Iteration 60F: 3 clusters Score -7178764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -7178785.500000 Penalty: 1063.376587
	Iteration 61Q: 3 clusters Score -7178786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -7178806.000000 Penalty: 1063.376587
	Iteration 62Q: 3 clusters Score -7178806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -7178824.000000 Penalty: 1063.376587
	Iteration 63Q: 3 clusters Score -7178824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -7178836.000000 Penalty: 1063.376587
	Iteration 64Q: 3 clusters Score -7178836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -7178832.500000 Penalty: 1063.376587
	Iteration 65Q: 3 clusters Score -7178832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -7178847.500000 Penalty: 1063.376587
	Iteration 66Q: 3 clusters Score -7178848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -7178860.000000 Penalty: 1063.376587
	Iteration 67Q: 3 clusters Score -7178860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -7178871.500000 Penalty: 1063.376587
	Iteration 68Q: 3 clusters Score -7178872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -7178865.500000 Penalty: 1063.376587
	Iteration 69Q: 3 clusters Score -7178866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -7178876.500000 Penalty: 1063.376587
	Iteration 70Q: 3 clusters Score -7178876 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -7178890.500000 Penalty: 1063.376587
	Iteration 71Q: 3 clusters Score -7178890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -7178924.500000 Penalty: 1063.376587
	Iteration 72Q: 3 clusters Score -7178924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -7178937.500000 Penalty: 1063.376587
	Iteration 73Q: 3 clusters Score -7178938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -7178953.500000 Penalty: 1063.376587
	Iteration 74Q: 3 clusters Score -7178954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -7178950.000000 Penalty: 1063.376587
	Iteration 75Q: 3 clusters Score -7178950 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -7178951.000000 Penalty: 1063.376587
	Iteration 76Q: 3 clusters Score -7178951 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -7178974.000000 Penalty: 1063.376587
	Iteration 77Q: 3 clusters Score -7178974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -7178965.000000 Penalty: 1063.376587
	Iteration 78Q: 3 clusters Score -7178965 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -7178990.500000 Penalty: 1063.376587
	Iteration 79Q: 3 clusters Score -7178990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -7179005.000000 Penalty: 1063.376587
	Iteration 80F: 3 clusters Score -7179005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 100815 members 
Entering Unmasked Estep 
Score: -7179003.000000 Penalty: 1063.376587
	Iteration 81Q: 3 clusters Score -7179003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -7178988.500000 Penalty: 1063.376587
	Iteration 82Q: 3 clusters Score -7178988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -7178990.500000 Penalty: 1063.376587
	Iteration 83Q: 3 clusters Score -7178990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -7178993.500000 Penalty: 1063.376587
	Iteration 84Q: 3 clusters Score -7178994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -7179017.000000 Penalty: 1063.376587
	Iteration 85Q: 3 clusters Score -7179017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -7179004.000000 Penalty: 1063.376587
	Iteration 86Q: 3 clusters Score -7179004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -7179009.500000 Penalty: 1063.376587
	Iteration 87Q: 3 clusters Score -7179010 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -7179022.500000 Penalty: 1063.376587
	Iteration 88Q: 3 clusters Score -7179022 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -7179037.500000 Penalty: 1063.376587
	Iteration 89Q: 3 clusters Score -7179038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -7179051.000000 Penalty: 1063.376587
	Iteration 90Q: 3 clusters Score -7179051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -7179063.000000 Penalty: 1063.376587
	Iteration 91Q: 3 clusters Score -7179063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -7179069.000000 Penalty: 1063.376587
	Iteration 92Q: 3 clusters Score -7179069 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -7179096.500000 Penalty: 1063.376587
	Iteration 93Q: 3 clusters Score -7179096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -7179086.000000 Penalty: 1063.376587
	Iteration 94Q: 3 clusters Score -7179086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -7179109.000000 Penalty: 1063.376587
	Iteration 95Q: 3 clusters Score -7179109 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -7179113.500000 Penalty: 1063.376587
	Iteration 96Q: 3 clusters Score -7179114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -7179119.500000 Penalty: 1063.376587
	Iteration 97Q: 3 clusters Score -7179120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -7179126.000000 Penalty: 1063.376587
	Iteration 98Q: 3 clusters Score -7179126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -7179126.500000 Penalty: 1063.376587
	Iteration 99Q: 3 clusters Score -7179126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -7179147.500000 Penalty: 1063.376587
	Iteration 100F: 3 clusters Score -7179148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -7179141.000000 Penalty: 1063.376587
	Iteration 101Q: 3 clusters Score -7179141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -7179147.000000 Penalty: 1063.376587
	Iteration 102Q: 3 clusters Score -7179147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -7179132.000000 Penalty: 1063.376587
	Iteration 103Q: 3 clusters Score -7179132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -7179163.000000 Penalty: 1063.376587
	Iteration 104Q: 3 clusters Score -7179163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -7179170.000000 Penalty: 1063.376587
	Iteration 105Q: 3 clusters Score -7179170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -7179187.000000 Penalty: 1063.376587
	Iteration 106Q: 3 clusters Score -7179187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -7179194.500000 Penalty: 1063.376587
	Iteration 107Q: 3 clusters Score -7179194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -7179179.000000 Penalty: 1063.376587
	Iteration 108Q: 3 clusters Score -7179179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -7179179.000000 Penalty: 1063.376587
	Iteration 109Q: 3 clusters Score -7179179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -7179179.000000 Penalty: 1063.376587
	Iteration 110Q: 3 clusters Score -7179179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -7179203.000000 Penalty: 1063.376587
	Iteration 111Q: 3 clusters Score -7179203 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -7179209.000000 Penalty: 1063.376587
	Iteration 112Q: 3 clusters Score -7179209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -7179225.500000 Penalty: 1063.376587
	Iteration 113Q: 3 clusters Score -7179226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -7179209.000000 Penalty: 1063.376587
	Iteration 114Q: 3 clusters Score -7179209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -7179223.000000 Penalty: 1063.376587
	Iteration 115Q: 3 clusters Score -7179223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -7179232.500000 Penalty: 1063.376587
	Iteration 116Q: 3 clusters Score -7179232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -7179231.500000 Penalty: 1063.376587
	Iteration 117Q: 3 clusters Score -7179232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -7179236.500000 Penalty: 1063.376587
	Iteration 118Q: 3 clusters Score -7179236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -7179245.500000 Penalty: 1063.376587
	Iteration 119Q: 3 clusters Score -7179246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -7179242.000000 Penalty: 1063.376587
	Iteration 120F: 3 clusters Score -7179242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -7179240.500000 Penalty: 1063.376587
	Iteration 121Q: 3 clusters Score -7179240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -7179256.500000 Penalty: 1063.376587
	Iteration 122Q: 3 clusters Score -7179256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -7179284.500000 Penalty: 1063.376587
	Iteration 123Q: 3 clusters Score -7179284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -7179277.000000 Penalty: 1063.376587
	Iteration 124Q: 3 clusters Score -7179277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -7179278.000000 Penalty: 1063.376587
	Iteration 125Q: 3 clusters Score -7179278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -7179296.000000 Penalty: 1063.376587
	Iteration 126Q: 3 clusters Score -7179296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -7179300.000000 Penalty: 1063.376587
	Iteration 127Q: 3 clusters Score -7179300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -7179312.500000 Penalty: 1063.376587
	Iteration 128Q: 3 clusters Score -7179312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -7179303.000000 Penalty: 1063.376587
	Iteration 129Q: 3 clusters Score -7179303 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -7179325.500000 Penalty: 1063.376587
	Iteration 130Q: 3 clusters Score -7179326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -7179325.500000 Penalty: 1063.376587
	Iteration 131Q: 3 clusters Score -7179326 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -7179317.000000 Penalty: 1063.376587
	Iteration 132Q: 3 clusters Score -7179317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -7179307.500000 Penalty: 1063.376587
	Iteration 133Q: 3 clusters Score -7179308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -7179313.500000 Penalty: 1063.376587
	Iteration 134Q: 3 clusters Score -7179314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -7179312.000000 Penalty: 1063.376587
	Iteration 135Q: 3 clusters Score -7179312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -7179311.000000 Penalty: 1063.376587
	Iteration 136Q: 3 clusters Score -7179311 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -7179306.000000 Penalty: 1063.376587
	Iteration 137Q: 3 clusters Score -7179306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -7179320.500000 Penalty: 1063.376587
	Iteration 138Q: 3 clusters Score -7179320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 107005 members 
Entering Unmasked Estep 
Score: -7179324.000000 Penalty: 1063.376587
	Iteration 139Q: 3 clusters Score -7179324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -7179324.000000 Penalty: 1063.376587
	Iteration 140F: 3 clusters Score -7179324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -7179336.000000 Penalty: 1063.376587
	Iteration 141Q: 3 clusters Score -7179336 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -7179357.000000 Penalty: 1063.376587
	Iteration 142Q: 3 clusters Score -7179357 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -7179358.500000 Penalty: 1063.376587
	Iteration 143Q: 3 clusters Score -7179358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -7179347.500000 Penalty: 1063.376587
	Iteration 144Q: 3 clusters Score -7179348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -7179358.000000 Penalty: 1063.376587
	Iteration 145Q: 3 clusters Score -7179358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -7179377.000000 Penalty: 1063.376587
	Iteration 146Q: 3 clusters Score -7179377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -7179392.000000 Penalty: 1063.376587
	Iteration 147Q: 3 clusters Score -7179392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -7179384.500000 Penalty: 1063.376587
	Iteration 148Q: 3 clusters Score -7179384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -7179382.000000 Penalty: 1063.376587
	Iteration 149Q: 3 clusters Score -7179382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -7179385.000000 Penalty: 1063.376587
	Iteration 150Q: 3 clusters Score -7179385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -7179375.000000 Penalty: 1063.376587
	Iteration 151Q: 3 clusters Score -7179375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -7179381.500000 Penalty: 1063.376587
	Iteration 152Q: 3 clusters Score -7179382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -7179398.500000 Penalty: 1063.376587
	Iteration 153Q: 3 clusters Score -7179398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -7179398.000000 Penalty: 1063.376587
	Iteration 154Q: 3 clusters Score -7179398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -7179403.000000 Penalty: 1063.376587
	Iteration 155Q: 3 clusters Score -7179403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 108891 members 
Entering Unmasked Estep 
Score: -7179401.500000 Penalty: 1063.376587
	Iteration 156Q: 3 clusters Score -7179402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -7179374.500000 Penalty: 1063.376587
	Iteration 157Q: 3 clusters Score -7179374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -7179379.000000 Penalty: 1063.376587
	Iteration 158Q: 3 clusters Score -7179379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -7179386.000000 Penalty: 1063.376587
	Iteration 159Q: 3 clusters Score -7179386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -7179379.000000 Penalty: 1063.376587
	Iteration 160F: 3 clusters Score -7179379 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -7179364.500000 Penalty: 1063.376587
	Iteration 161Q: 3 clusters Score -7179364 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -7179374.000000 Penalty: 1063.376587
	Iteration 162Q: 3 clusters Score -7179374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 109618 members 
Entering Unmasked Estep 
Score: -7179362.500000 Penalty: 1063.376587
	Iteration 163Q: 3 clusters Score -7179362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -7179353.000000 Penalty: 1063.376587
	Iteration 164Q: 3 clusters Score -7179353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -7179360.000000 Penalty: 1063.376587
	Iteration 165Q: 3 clusters Score -7179360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -7179359.500000 Penalty: 1063.376587
	Iteration 166Q: 3 clusters Score -7179360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -7179346.000000 Penalty: 1063.376587
	Iteration 167Q: 3 clusters Score -7179346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -7179335.500000 Penalty: 1063.376587
	Iteration 168Q: 3 clusters Score -7179336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 110161 members 
Entering Unmasked Estep 
Score: -7179328.500000 Penalty: 1063.376587
	Iteration 169Q: 3 clusters Score -7179328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -7179317.500000 Penalty: 1063.376587
	Iteration 170Q: 3 clusters Score -7179318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -7179325.000000 Penalty: 1063.376587
	Iteration 171Q: 3 clusters Score -7179325 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -7179349.500000 Penalty: 1063.376587
	Iteration 172Q: 3 clusters Score -7179350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -7179347.000000 Penalty: 1063.376587
	Iteration 173Q: 3 clusters Score -7179347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -7179351.000000 Penalty: 1063.376587
	Iteration 174Q: 3 clusters Score -7179351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -7179346.500000 Penalty: 1063.376587
	Iteration 175Q: 3 clusters Score -7179346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7179347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 111134 members 
Entering Unmasked Estep 
Score: -7179347.000000 Penalty: 1063.376587
	Iteration 177Q: 3 clusters Score -7179347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -7179381.000000 Penalty: 1063.376587
	Iteration 178Q: 3 clusters Score -7179381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -7179387.000000 Penalty: 1063.376587
	Iteration 179Q: 3 clusters Score -7179387 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -7179368.000000 Penalty: 1063.376587
	Iteration 180F: 3 clusters Score -7179368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -7179365.500000 Penalty: 1063.376587
	Iteration 181Q: 3 clusters Score -7179366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -7179367.500000 Penalty: 1063.376587
	Iteration 182Q: 3 clusters Score -7179368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -7179375.000000 Penalty: 1063.376587
	Iteration 183Q: 3 clusters Score -7179375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -7179358.500000 Penalty: 1063.376587
	Iteration 184Q: 3 clusters Score -7179358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -7179374.500000 Penalty: 1063.376587
	Iteration 185Q: 3 clusters Score -7179374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -7179379.000000 Penalty: 1063.376587
	Iteration 186Q: 3 clusters Score -7179379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 112354 members 
Entering Unmasked Estep 
Score: -7179377.000000 Penalty: 1063.376587
	Iteration 187Q: 3 clusters Score -7179377 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -7179386.000000 Penalty: 1063.376587
	Iteration 188Q: 3 clusters Score -7179386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 112563 members 
Entering Unmasked Estep 
Score: -7179364.000000 Penalty: 1063.376587
	Iteration 189Q: 3 clusters Score -7179364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -7179339.000000 Penalty: 1063.376587
	Iteration 190Q: 3 clusters Score -7179339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -7179359.500000 Penalty: 1063.376587
	Iteration 191Q: 3 clusters Score -7179360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 112918 members 
Entering Unmasked Estep 
Score: -7179370.000000 Penalty: 1063.376587
	Iteration 192Q: 3 clusters Score -7179370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -7179355.500000 Penalty: 1063.376587
	Iteration 193Q: 3 clusters Score -7179356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -7179344.000000 Penalty: 1063.376587
	Iteration 194Q: 3 clusters Score -7179344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -7179319.500000 Penalty: 1063.376587
	Iteration 195Q: 3 clusters Score -7179320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -7179321.000000 Penalty: 1063.376587
	Iteration 196Q: 3 clusters Score -7179321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -7179324.500000 Penalty: 1063.376587
	Iteration 197Q: 3 clusters Score -7179324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -7179334.000000 Penalty: 1063.376587
	Iteration 198Q: 3 clusters Score -7179334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -7179342.000000 Penalty: 1063.376587
	Iteration 199Q: 3 clusters Score -7179342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -7179329.000000 Penalty: 1063.376587
	Iteration 200F: 3 clusters Score -7179329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -7179325.000000 Penalty: 1063.376587
	Iteration 201Q: 3 clusters Score -7179325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -7179342.000000 Penalty: 1063.376587
	Iteration 202Q: 3 clusters Score -7179342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -7179348.000000 Penalty: 1063.376587
	Iteration 203Q: 3 clusters Score -7179348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -7179337.000000 Penalty: 1063.376587
	Iteration 204Q: 3 clusters Score -7179337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7179346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -7179352.000000 Penalty: 1063.376587
	Iteration 206Q: 3 clusters Score -7179352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -7179369.000000 Penalty: 1063.376587
	Iteration 207Q: 3 clusters Score -7179369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 114237 members 
Entering Unmasked Estep 
Score: -7179359.500000 Penalty: 1063.376587
	Iteration 208Q: 3 clusters Score -7179360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -7179357.000000 Penalty: 1063.376587
	Iteration 209Q: 3 clusters Score -7179357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7179345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -7179341.000000 Penalty: 1063.376587
	Iteration 211Q: 3 clusters Score -7179341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -7179323.000000 Penalty: 1063.376587
	Iteration 212Q: 3 clusters Score -7179323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -7179316.500000 Penalty: 1063.376587
	Iteration 213Q: 3 clusters Score -7179316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -7179317.000000 Penalty: 1063.376587
	Iteration 214Q: 3 clusters Score -7179317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 114651 members 
Entering Unmasked Estep 
Score: -7179334.500000 Penalty: 1063.376587
	Iteration 215Q: 3 clusters Score -7179334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -7179339.500000 Penalty: 1063.376587
	Iteration 216Q: 3 clusters Score -7179340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -7179338.500000 Penalty: 1063.376587
	Iteration 217Q: 3 clusters Score -7179338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -7179335.000000 Penalty: 1063.376587
	Iteration 218Q: 3 clusters Score -7179335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -7179334.000000 Penalty: 1063.376587
	Iteration 219Q: 3 clusters Score -7179334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -7179334.500000 Penalty: 1063.376587
	Iteration 220F: 3 clusters Score -7179334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -7179323.000000 Penalty: 1063.376587
	Iteration 221Q: 3 clusters Score -7179323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -7179312.500000 Penalty: 1063.376587
	Iteration 222Q: 3 clusters Score -7179312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 114925 members 
Entering Unmasked Estep 
Score: -7179320.000000 Penalty: 1063.376587
	Iteration 223Q: 3 clusters Score -7179320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -7179310.000000 Penalty: 1063.376587
	Iteration 224Q: 3 clusters Score -7179310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -7179303.500000 Penalty: 1063.376587
	Iteration 225Q: 3 clusters Score -7179304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -7179304.500000 Penalty: 1063.376587
	Iteration 226Q: 3 clusters Score -7179304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -7179315.000000 Penalty: 1063.376587
	Iteration 227Q: 3 clusters Score -7179315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -7179313.500000 Penalty: 1063.376587
	Iteration 228Q: 3 clusters Score -7179314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -7179311.500000 Penalty: 1063.376587
	Iteration 229Q: 3 clusters Score -7179312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -7179316.000000 Penalty: 1063.376587
	Iteration 230Q: 3 clusters Score -7179316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -7179323.500000 Penalty: 1063.376587
	Iteration 231Q: 3 clusters Score -7179324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -7179322.500000 Penalty: 1063.376587
	Iteration 232Q: 3 clusters Score -7179322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -7179314.000000 Penalty: 1063.376587
	Iteration 233Q: 3 clusters Score -7179314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -7179304.000000 Penalty: 1063.376587
	Iteration 234Q: 3 clusters Score -7179304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -7179292.000000 Penalty: 1063.376587
	Iteration 235Q: 3 clusters Score -7179292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 115206 members 
Entering Unmasked Estep 
Score: -7179279.000000 Penalty: 1063.376587
	Iteration 236Q: 3 clusters Score -7179279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -7179269.000000 Penalty: 1063.376587
	Iteration 237Q: 3 clusters Score -7179269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -7179271.000000 Penalty: 1063.376587
	Iteration 238Q: 3 clusters Score -7179271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -7179251.500000 Penalty: 1063.376587
	Iteration 239Q: 3 clusters Score -7179252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -7179246.500000 Penalty: 1063.376587
	Iteration 240F: 3 clusters Score -7179246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 115316 members 
Entering Unmasked Estep 
Score: -7179247.000000 Penalty: 1063.376587
	Iteration 241Q: 3 clusters Score -7179247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -7179248.500000 Penalty: 1063.376587
	Iteration 242Q: 3 clusters Score -7179248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -7179238.000000 Penalty: 1063.376587
	Iteration 243Q: 3 clusters Score -7179238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -7179237.000000 Penalty: 1063.376587
	Iteration 244Q: 3 clusters Score -7179237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -7179231.500000 Penalty: 1063.376587
	Iteration 245Q: 3 clusters Score -7179232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -7179225.000000 Penalty: 1063.376587
	Iteration 246Q: 3 clusters Score -7179225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -7179235.500000 Penalty: 1063.376587
	Iteration 247Q: 3 clusters Score -7179236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -7179215.000000 Penalty: 1063.376587
	Iteration 248Q: 3 clusters Score -7179215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -7179229.500000 Penalty: 1063.376587
	Iteration 249Q: 3 clusters Score -7179230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -7179223.000000 Penalty: 1063.376587
	Iteration 250Q: 3 clusters Score -7179223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -7179221.500000 Penalty: 1063.376587
	Iteration 251Q: 3 clusters Score -7179222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -7179217.000000 Penalty: 1063.376587
	Iteration 252Q: 3 clusters Score -7179217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -7179230.000000 Penalty: 1063.376587
	Iteration 253Q: 3 clusters Score -7179230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -7179230.000000 Penalty: 1063.376587
	Iteration 254Q: 3 clusters Score -7179230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -7179229.500000 Penalty: 1063.376587
	Iteration 255Q: 3 clusters Score -7179230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -7179226.000000 Penalty: 1063.376587
	Iteration 256Q: 3 clusters Score -7179226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -7179234.500000 Penalty: 1063.376587
	Iteration 257Q: 3 clusters Score -7179234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -7179237.000000 Penalty: 1063.376587
	Iteration 258Q: 3 clusters Score -7179237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -7179233.000000 Penalty: 1063.376587
	Iteration 259Q: 3 clusters Score -7179233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -7179244.500000 Penalty: 1063.376587
	Iteration 260F: 3 clusters Score -7179244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -7179233.500000 Penalty: 1063.376587
	Iteration 261Q: 3 clusters Score -7179234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -7179233.000000 Penalty: 1063.376587
	Iteration 262Q: 3 clusters Score -7179233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -7179238.500000 Penalty: 1063.376587
	Iteration 263Q: 3 clusters Score -7179238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -7179236.000000 Penalty: 1063.376587
	Iteration 264Q: 3 clusters Score -7179236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -7179239.000000 Penalty: 1063.376587
	Iteration 265Q: 3 clusters Score -7179239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -7179228.000000 Penalty: 1063.376587
	Iteration 266Q: 3 clusters Score -7179228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -7179226.000000 Penalty: 1063.376587
	Iteration 267Q: 3 clusters Score -7179226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -7179231.000000 Penalty: 1063.376587
	Iteration 268Q: 3 clusters Score -7179231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -7179225.000000 Penalty: 1063.376587
	Iteration 269Q: 3 clusters Score -7179225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -7179229.000000 Penalty: 1063.376587
	Iteration 270Q: 3 clusters Score -7179229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -7179233.000000 Penalty: 1063.376587
	Iteration 271Q: 3 clusters Score -7179233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -7179229.500000 Penalty: 1063.376587
	Iteration 272Q: 3 clusters Score -7179230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -7179228.000000 Penalty: 1063.376587
	Iteration 273Q: 3 clusters Score -7179228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -7179219.500000 Penalty: 1063.376587
	Iteration 274Q: 3 clusters Score -7179220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 115775 members 
Entering Unmasked Estep 
Score: -7179219.500000 Penalty: 1063.376587
	Iteration 275Q: 3 clusters Score -7179220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -7179221.500000 Penalty: 1063.376587
	Iteration 276Q: 3 clusters Score -7179222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -7179217.000000 Penalty: 1063.376587
	Iteration 277Q: 3 clusters Score -7179217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -7179217.000000 Penalty: 1063.376587
	Iteration 278F: 3 clusters Score -7179217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2902.807373 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2902.807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2974.880615 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2974.881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2996.489014 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -2996.489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -3001.354004 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -3001.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3001.725098 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -3001.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3003.462402 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -3003.462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3004.312744 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -3004.313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3004.312744 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -3004.313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -14996.584961 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -14996.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14622.608398 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -14622.61 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14774.037109 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -14774.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14811.265625 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -14811.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14826.971680 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -14826.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14841.068359 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -14841.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14851.443359 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -14851.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14856.591797 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -14856.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14857.663086 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -14857.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14858.731445 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -14858.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14861.181641 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -14861.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14863.934570 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -14863.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14872.956055 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -14872.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14882.535156 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -14882.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14889.157227 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -14889.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14896.425781 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -14896.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14905.572266 Penalty: 524.346680
	Iteration 15Q: 3 clusters Score -14905.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14910.241211 Penalty: 524.346680
	Iteration 16Q: 3 clusters Score -14910.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14912.038086 Penalty: 524.346680
	Iteration 17Q: 3 clusters Score -14912.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14919.946289 Penalty: 524.346680
	Iteration 18Q: 3 clusters Score -14919.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14922.588867 Penalty: 524.346680
	Iteration 19Q: 3 clusters Score -14922.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14923.742188 Penalty: 524.346680
	Iteration 20F: 3 clusters Score -14923.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14925.799805 Penalty: 524.346680
	Iteration 21Q: 3 clusters Score -14925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14927.002930 Penalty: 524.346680
	Iteration 22Q: 3 clusters Score -14927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14927.734375 Penalty: 524.346680
	Iteration 23Q: 3 clusters Score -14927.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14928.791992 Penalty: 524.346680
	Iteration 24Q: 3 clusters Score -14928.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14929.286133 Penalty: 524.346680
	Iteration 25Q: 3 clusters Score -14929.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14935.715820 Penalty: 524.346680
	Iteration 26Q: 3 clusters Score -14935.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14940.474609 Penalty: 524.346680
	Iteration 27Q: 3 clusters Score -14940.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14946.149414 Penalty: 524.346680
	Iteration 28Q: 3 clusters Score -14946.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14952.253906 Penalty: 524.346680
	Iteration 29Q: 3 clusters Score -14952.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14956.359375 Penalty: 524.346680
	Iteration 30Q: 3 clusters Score -14956.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14957.712891 Penalty: 524.346680
	Iteration 31Q: 3 clusters Score -14957.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14961.792969 Penalty: 524.346680
	Iteration 32Q: 3 clusters Score -14961.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14964.844727 Penalty: 524.346680
	Iteration 33Q: 3 clusters Score -14964.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14972.722656 Penalty: 524.346680
	Iteration 34Q: 3 clusters Score -14972.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14977.265625 Penalty: 524.346680
	Iteration 35Q: 3 clusters Score -14977.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14980.204102 Penalty: 524.346680
	Iteration 36Q: 3 clusters Score -14980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14980.204102 Penalty: 524.346680
	Iteration 37F: 3 clusters Score -14980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12700.716797 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12398.924805 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -12398.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12467.816406 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12467.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12493.485352 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12493.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12517.137695 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12517.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12535.496094 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12549.053711 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12549.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12580.567383 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12580.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12590.170898 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12590.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12606.857422 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12606.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12621.715820 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12621.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12625.465820 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12625.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12625.465820 Penalty: 487.877594
	Iteration 11F: 3 clusters Score -12625.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11402.702148 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11402.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11483.293945 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11483.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11513.462891 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11513.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11532.458008 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11532.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11543.853516 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11543.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11553.339844 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11553.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11560.120117 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11560.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11563.007812 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11563.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11563.754883 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11563.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11563.754883 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -11563.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14355.115234 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -14355.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14042.382812 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -14042.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14156.763672 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -14156.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14202.619141 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -14202.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14235.292969 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -14235.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14256.729492 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -14256.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14281.693359 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -14281.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14302.475586 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -14302.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14312.423828 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -14312.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14321.740234 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -14321.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14326.813477 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -14326.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14332.508789 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -14332.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14334.066406 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -14334.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14334.066406 Penalty: 504.965912
	Iteration 12F: 3 clusters Score -14334.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (34332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Entering Unmasked Estep 
Score: -2067500.875000 Penalty: 475.194427
	Iteration 0F: 2 clusters Score -2067501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2044447.125000 Penalty: 950.388855
	Iteration 0F: 3 clusters Score -2044447 nChanged 16699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2055253.375000 Penalty: 950.388855
	Iteration 1F: 3 clusters Score -2055253 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2056780.750000 Penalty: 950.388855
	Iteration 2F: 3 clusters Score -2056781 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2059251.875000 Penalty: 950.388855
	Iteration 3F: 3 clusters Score -2059252 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2062467.625000 Penalty: 950.388855
	Iteration 4F: 3 clusters Score -2062468 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -2065174.250000 Penalty: 950.388855
	Iteration 5F: 3 clusters Score -2065174 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -2066436.000000 Penalty: 950.388855
	Iteration 6Q: 3 clusters Score -2066436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -2066853.125000 Penalty: 950.388855
	Iteration 7Q: 3 clusters Score -2066853 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -2066987.750000 Penalty: 950.388855
	Iteration 8Q: 3 clusters Score -2066988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -2067045.250000 Penalty: 950.388855
	Iteration 9Q: 3 clusters Score -2067045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -2067073.625000 Penalty: 950.388855
	Iteration 10Q: 3 clusters Score -2067074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -2067080.000000 Penalty: 950.388855
	Iteration 11Q: 3 clusters Score -2067080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -2067094.625000 Penalty: 950.388855
	Iteration 12Q: 3 clusters Score -2067095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2067101.125000 Penalty: 950.388855
	Iteration 13Q: 3 clusters Score -2067101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2067108.625000 Penalty: 950.388855
	Iteration 14Q: 3 clusters Score -2067109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2067114.250000 Penalty: 950.388855
	Iteration 15Q: 3 clusters Score -2067114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -2067117.500000 Penalty: 950.388855
	Iteration 16Q: 3 clusters Score -2067118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2067118.500000 Penalty: 950.388855
	Iteration 17Q: 3 clusters Score -2067118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2067118.500000 Penalty: 950.388855
	Iteration 18F: 3 clusters Score -2067118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -66611.789062 Penalty: 318.845825
	Iteration 0F: 2 clusters Score -66611.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65780.765625 Penalty: 637.691650
	Iteration 0F: 3 clusters Score -65780.77 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66170.937500 Penalty: 637.691650
	Iteration 1F: 3 clusters Score -66170.94 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66291.968750 Penalty: 637.691650
	Iteration 2F: 3 clusters Score -66291.97 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66371.906250 Penalty: 637.691650
	Iteration 3F: 3 clusters Score -66371.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66433.093750 Penalty: 637.691650
	Iteration 4F: 3 clusters Score -66433.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66458.921875 Penalty: 637.691650
	Iteration 5Q: 3 clusters Score -66458.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66477.476562 Penalty: 637.691650
	Iteration 6Q: 3 clusters Score -66477.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66488.648438 Penalty: 637.691650
	Iteration 7Q: 3 clusters Score -66488.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66504.750000 Penalty: 637.691650
	Iteration 8Q: 3 clusters Score -66504.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66519.632812 Penalty: 637.691650
	Iteration 9Q: 3 clusters Score -66519.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66534.242188 Penalty: 637.691650
	Iteration 10Q: 3 clusters Score -66534.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66546.867188 Penalty: 637.691650
	Iteration 11Q: 3 clusters Score -66546.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66553.320312 Penalty: 637.691650
	Iteration 12Q: 3 clusters Score -66553.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66558.000000 Penalty: 637.691650
	Iteration 13Q: 3 clusters Score -66558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -66561.648438 Penalty: 637.691650
	Iteration 14Q: 3 clusters Score -66561.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66565.632812 Penalty: 637.691650
	Iteration 15Q: 3 clusters Score -66565.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66568.109375 Penalty: 637.691650
	Iteration 16Q: 3 clusters Score -66568.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66568.812500 Penalty: 637.691650
	Iteration 17Q: 3 clusters Score -66568.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66570.484375 Penalty: 637.691650
	Iteration 18Q: 3 clusters Score -66570.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66572.476562 Penalty: 637.691650
	Iteration 19Q: 3 clusters Score -66572.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66573.085938 Penalty: 637.691650
	Iteration 20F: 3 clusters Score -66573.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66573.273438 Penalty: 637.691650
	Iteration 21Q: 3 clusters Score -66573.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66573.273438 Penalty: 637.691650
	Iteration 22F: 3 clusters Score -66573.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24432.478516 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24432.48 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24538.537109 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24538.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24583.496094 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24583.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24618.281250 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -24618.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24643.138672 Penalty: 542.919373
	Iteration 4F: 3 clusters Score -24643.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24657.755859 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24657.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24676.337891 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24676.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24685.701172 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24685.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24715.203125 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24741.199219 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24768.230469 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24768.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24796.750000 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24796.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24819.724609 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24819.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24822.416016 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24822.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24822.416016 Penalty: 542.919373
	Iteration 14F: 3 clusters Score -24822.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29977.318359 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29977.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29509.621094 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29509.62 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29659.689453 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29659.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29693.314453 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29693.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29709.406250 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29709.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29752.099609 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29752.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29782.296875 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29782.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29813.347656 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29813.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29835.361328 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29835.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29856.687500 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29856.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29882.625000 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29882.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29904.375000 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29904.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29914.896484 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29921.968750 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29921.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29935.761719 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29935.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29945.828125 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29945.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29950.283203 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29950.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29953.449219 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29953.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29953.996094 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -29954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29953.996094 Penalty: 565.529358
	Iteration 18F: 3 clusters Score -29954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3695.808838 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3695.809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3773.655273 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3773.655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3808.722168 Penalty: 435.661743
	Iteration 2F: 3 clusters Score -3808.722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3818.583496 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3818.583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3822.802002 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3822.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3826.741699 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -3826.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3828.091797 Penalty: 435.661743
	Iteration 6Q: 3 clusters Score -3828.092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3828.091797 Penalty: 435.661743
	Iteration 7F: 3 clusters Score -3828.092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -20883.416016 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -20883.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20515.933594 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -20515.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20606.568359 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -20606.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20643.021484 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -20643.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20661.425781 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -20661.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20681.746094 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -20681.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20692.273438 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -20692.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20694.095703 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -20694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20695.283203 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -20695.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20695.283203 Penalty: 525.201111
	Iteration 8F: 3 clusters Score -20695.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -14702.601562 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -14702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14390.482422 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -14390.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14482.236328 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -14482.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14513.936523 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -14513.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14533.632812 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -14533.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14542.618164 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -14542.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14556.965820 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -14556.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14567.521484 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -14567.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14568.422852 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -14568.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14568.422852 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -14568.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10017.190430 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10017.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10091.925781 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10091.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10107.419922 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -10107.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10112.416992 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10112.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10116.360352 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10116.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10117.474609 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10117.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10118.436523 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10118.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10119.730469 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10119.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10122.758789 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10122.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10123.640625 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10123.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10124.288086 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -10124.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10124.834961 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -10124.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10124.834961 Penalty: 470.514038
	Iteration 12F: 3 clusters Score -10124.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -3028.748047 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -3028.748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2891.302979 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -2891.303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2911.968506 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -2911.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2922.569336 Penalty: 359.563171
	Iteration 2Q: 3 clusters Score -2922.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2922.569336 Penalty: 359.563171
	Iteration 3F: 3 clusters Score -2922.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9240.574219 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9240.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8993.192383 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -8993.192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9052.052734 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9052.053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9074.500000 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9083.260742 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9083.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9086.471680 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9086.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9088.853516 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -9088.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9091.066406 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -9091.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9091.066406 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -9091.066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3333.382568 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3333.383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3376.025391 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3376.025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3390.173828 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3390.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3390.173828 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3390.174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -16873.068359 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -16873.07 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 150 members 
Entering Unmasked Estep 
Score: -16547.556641 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -16547.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16719.902344 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -16719.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16826.365234 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -16826.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16868.390625 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -16868.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16885.382812 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -16885.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16896.648438 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -16896.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16900.431641 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -16900.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16900.681641 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -16900.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16900.681641 Penalty: 515.329407
	Iteration 8F: 3 clusters Score -16900.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 202 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 86 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211356.000000 Penalty: 57900.906250
Splitting cluster 64 changes total score from -58211800.000000 to -58211356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13270.230469 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13270.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13396.565430 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13396.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13440.902344 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13457.933594 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -13457.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13477.268555 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13477.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13498.089844 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13498.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13512.471680 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -13512.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13523.392578 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -13523.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13529.101562 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -13529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13530.891602 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -13530.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13530.891602 Penalty: 499.868591
	Iteration 10F: 3 clusters Score -13530.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9279.737305 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9279.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9014.083984 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9014.084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9093.356445 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9093.356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9108.550781 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9108.551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9116.258789 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9116.259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9133.504883 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9133.505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9134.704102 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9134.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9134.704102 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -9134.704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5249.737793 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5249.738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5297.309082 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5297.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5305.918457 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -5305.918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5316.216309 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5316.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5321.496094 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5321.496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5323.004883 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5323.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5325.353027 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -5325.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5325.353027 Penalty: 414.402802
	Iteration 7F: 3 clusters Score -5325.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (151734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Entering Unmasked Estep 
Score: -9095144.000000 Penalty: 542.809692
	Iteration 0F: 2 clusters Score -9095144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -8994532.000000 Penalty: 1085.619385
	Iteration 0F: 3 clusters Score -8994532 nChanged 74502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -9041735.000000 Penalty: 1085.619385
	Iteration 1F: 3 clusters Score -9041735 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -9044994.000000 Penalty: 1085.619385
	Iteration 2Q: 3 clusters Score -9044994 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -9050152.000000 Penalty: 1085.619385
	Iteration 3F: 3 clusters Score -9050152 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -9058755.000000 Penalty: 1085.619385
	Iteration 4F: 3 clusters Score -9058755 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -9068829.000000 Penalty: 1085.619385
	Iteration 5F: 3 clusters Score -9068829 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -9075508.000000 Penalty: 1085.619385
	Iteration 6F: 3 clusters Score -9075508 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -9078003.000000 Penalty: 1085.619385
	Iteration 7Q: 3 clusters Score -9078003 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -9079306.000000 Penalty: 1085.619385
	Iteration 8Q: 3 clusters Score -9079306 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -9080314.000000 Penalty: 1085.619385
	Iteration 9Q: 3 clusters Score -9080314 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -9081422.000000 Penalty: 1085.619385
	Iteration 10Q: 3 clusters Score -9081422 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -9082341.000000 Penalty: 1085.619385
	Iteration 11Q: 3 clusters Score -9082341 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -9083363.000000 Penalty: 1085.619385
	Iteration 12Q: 3 clusters Score -9083363 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -9084523.000000 Penalty: 1085.619385
	Iteration 13Q: 3 clusters Score -9084523 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -9085716.000000 Penalty: 1085.619385
	Iteration 14Q: 3 clusters Score -9085716 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -9087034.000000 Penalty: 1085.619385
	Iteration 15Q: 3 clusters Score -9087034 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -9088156.000000 Penalty: 1085.619385
	Iteration 16Q: 3 clusters Score -9088156 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9089262.000000 Penalty: 1085.619385
	Iteration 17Q: 3 clusters Score -9089262 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -9089930.000000 Penalty: 1085.619385
	Iteration 18Q: 3 clusters Score -9089930 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -9090331.000000 Penalty: 1085.619385
	Iteration 19Q: 3 clusters Score -9090331 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -9090661.000000 Penalty: 1085.619385
	Iteration 20F: 3 clusters Score -9090661 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -9090878.000000 Penalty: 1085.619385
	Iteration 21Q: 3 clusters Score -9090878 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -9091126.000000 Penalty: 1085.619385
	Iteration 22Q: 3 clusters Score -9091126 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -9091186.000000 Penalty: 1085.619385
	Iteration 23Q: 3 clusters Score -9091186 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -9091250.000000 Penalty: 1085.619385
	Iteration 24Q: 3 clusters Score -9091250 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -9091335.000000 Penalty: 1085.619385
	Iteration 25Q: 3 clusters Score -9091335 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -9091399.000000 Penalty: 1085.619385
	Iteration 26Q: 3 clusters Score -9091399 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -9091467.000000 Penalty: 1085.619385
	Iteration 27Q: 3 clusters Score -9091467 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -9091504.000000 Penalty: 1085.619385
	Iteration 28Q: 3 clusters Score -9091504 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -9091586.000000 Penalty: 1085.619385
	Iteration 29Q: 3 clusters Score -9091586 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -9091666.000000 Penalty: 1085.619385
	Iteration 30Q: 3 clusters Score -9091666 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -9091711.000000 Penalty: 1085.619385
	Iteration 31Q: 3 clusters Score -9091711 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -9091766.000000 Penalty: 1085.619385
	Iteration 32Q: 3 clusters Score -9091766 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -9091876.000000 Penalty: 1085.619385
	Iteration 33Q: 3 clusters Score -9091876 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -9091979.000000 Penalty: 1085.619385
	Iteration 34Q: 3 clusters Score -9091979 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -9092040.000000 Penalty: 1085.619385
	Iteration 35Q: 3 clusters Score -9092040 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -9092172.000000 Penalty: 1085.619385
	Iteration 36Q: 3 clusters Score -9092172 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -9092279.000000 Penalty: 1085.619385
	Iteration 37Q: 3 clusters Score -9092279 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -9092345.000000 Penalty: 1085.619385
	Iteration 38Q: 3 clusters Score -9092345 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -9092431.000000 Penalty: 1085.619385
	Iteration 39Q: 3 clusters Score -9092431 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -9092474.000000 Penalty: 1085.619385
	Iteration 40F: 3 clusters Score -9092474 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -9092524.000000 Penalty: 1085.619385
	Iteration 41Q: 3 clusters Score -9092524 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -9092546.000000 Penalty: 1085.619385
	Iteration 42Q: 3 clusters Score -9092546 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -9092614.000000 Penalty: 1085.619385
	Iteration 43Q: 3 clusters Score -9092614 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -9092658.000000 Penalty: 1085.619385
	Iteration 44Q: 3 clusters Score -9092658 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -9092709.000000 Penalty: 1085.619385
	Iteration 45Q: 3 clusters Score -9092709 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -9092709.000000 Penalty: 1085.619385
	Iteration 46Q: 3 clusters Score -9092709 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -9092803.000000 Penalty: 1085.619385
	Iteration 47Q: 3 clusters Score -9092803 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -9092875.000000 Penalty: 1085.619385
	Iteration 48Q: 3 clusters Score -9092875 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 104845 members 
Entering Unmasked Estep 
Score: -9092969.000000 Penalty: 1085.619385
	Iteration 49Q: 3 clusters Score -9092969 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -9093029.000000 Penalty: 1085.619385
	Iteration 50Q: 3 clusters Score -9093029 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -9093095.000000 Penalty: 1085.619385
	Iteration 51Q: 3 clusters Score -9093095 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -9093105.000000 Penalty: 1085.619385
	Iteration 52Q: 3 clusters Score -9093105 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -9093135.000000 Penalty: 1085.619385
	Iteration 53Q: 3 clusters Score -9093135 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -9093125.000000 Penalty: 1085.619385
	Iteration 54Q: 3 clusters Score -9093125 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -9093140.000000 Penalty: 1085.619385
	Iteration 55Q: 3 clusters Score -9093140 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -9093170.000000 Penalty: 1085.619385
	Iteration 56Q: 3 clusters Score -9093170 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -9093223.000000 Penalty: 1085.619385
	Iteration 57Q: 3 clusters Score -9093223 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -9093204.000000 Penalty: 1085.619385
	Iteration 58Q: 3 clusters Score -9093204 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 111288 members 
Entering Unmasked Estep 
Score: -9093210.000000 Penalty: 1085.619385
	Iteration 59Q: 3 clusters Score -9093210 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -9093227.000000 Penalty: 1085.619385
	Iteration 60F: 3 clusters Score -9093227 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -9093264.000000 Penalty: 1085.619385
	Iteration 61Q: 3 clusters Score -9093264 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -9093293.000000 Penalty: 1085.619385
	Iteration 62Q: 3 clusters Score -9093293 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -9093355.000000 Penalty: 1085.619385
	Iteration 63Q: 3 clusters Score -9093355 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -9093412.000000 Penalty: 1085.619385
	Iteration 64Q: 3 clusters Score -9093412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -9093456.000000 Penalty: 1085.619385
	Iteration 65Q: 3 clusters Score -9093456 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -9093447.000000 Penalty: 1085.619385
	Iteration 66Q: 3 clusters Score -9093447 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -9093460.000000 Penalty: 1085.619385
	Iteration 67Q: 3 clusters Score -9093460 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -9093463.000000 Penalty: 1085.619385
	Iteration 68Q: 3 clusters Score -9093463 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -9093450.000000 Penalty: 1085.619385
	Iteration 69Q: 3 clusters Score -9093450 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -9093474.000000 Penalty: 1085.619385
	Iteration 70Q: 3 clusters Score -9093474 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -9093505.000000 Penalty: 1085.619385
	Iteration 71Q: 3 clusters Score -9093505 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 117048 members 
Entering Unmasked Estep 
Score: -9093535.000000 Penalty: 1085.619385
	Iteration 72Q: 3 clusters Score -9093535 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -9093497.000000 Penalty: 1085.619385
	Iteration 73Q: 3 clusters Score -9093497 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -9093483.000000 Penalty: 1085.619385
	Iteration 74Q: 3 clusters Score -9093483 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -9093530.000000 Penalty: 1085.619385
	Iteration 75Q: 3 clusters Score -9093530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 118526 members 
Entering Unmasked Estep 
Score: -9093496.000000 Penalty: 1085.619385
	Iteration 76Q: 3 clusters Score -9093496 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9093476 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9093515 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -9093513.000000 Penalty: 1085.619385
	Iteration 79Q: 3 clusters Score -9093513 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -9093538.000000 Penalty: 1085.619385
	Iteration 80F: 3 clusters Score -9093538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9093575 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -9093550.000000 Penalty: 1085.619385
	Iteration 82Q: 3 clusters Score -9093550 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 120643 members 
Entering Unmasked Estep 
Score: -9093572.000000 Penalty: 1085.619385
	Iteration 83Q: 3 clusters Score -9093572 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9093590 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9093597 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 121637 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9093609 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 121938 members 
Entering Unmasked Estep 
Score: -9093635.000000 Penalty: 1085.619385
	Iteration 87Q: 3 clusters Score -9093635 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -9093620.000000 Penalty: 1085.619385
	Iteration 88Q: 3 clusters Score -9093620 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9093654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9093670 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9093679 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9093664 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9093680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -9093722.000000 Penalty: 1085.619385
	Iteration 94Q: 3 clusters Score -9093722 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -9093696.000000 Penalty: 1085.619385
	Iteration 95Q: 3 clusters Score -9093696 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -9093740.000000 Penalty: 1085.619385
	Iteration 96Q: 3 clusters Score -9093740 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9093761 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9093767 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -9093748.000000 Penalty: 1085.619385
	Iteration 99Q: 3 clusters Score -9093748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -9093768.000000 Penalty: 1085.619385
	Iteration 100F: 3 clusters Score -9093768 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9093770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 125905 members 
Entering Unmasked Estep 
Score: -9093782.000000 Penalty: 1085.619385
	Iteration 102Q: 3 clusters Score -9093782 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -9093808.000000 Penalty: 1085.619385
	Iteration 103Q: 3 clusters Score -9093808 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -9093802.000000 Penalty: 1085.619385
	Iteration 104Q: 3 clusters Score -9093802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9093797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 127037 members 
Entering Unmasked Estep 
Score: -9093807.000000 Penalty: 1085.619385
	Iteration 106Q: 3 clusters Score -9093807 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -9093824.000000 Penalty: 1085.619385
	Iteration 107Q: 3 clusters Score -9093824 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -9093859.000000 Penalty: 1085.619385
	Iteration 108Q: 3 clusters Score -9093859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 127867 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9093878 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -9093925.000000 Penalty: 1085.619385
	Iteration 110Q: 3 clusters Score -9093925 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9093972 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -9094011.000000 Penalty: 1085.619385
	Iteration 112Q: 3 clusters Score -9094011 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9094005 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -9094016.000000 Penalty: 1085.619385
	Iteration 114Q: 3 clusters Score -9094016 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -9094053.000000 Penalty: 1085.619385
	Iteration 115Q: 3 clusters Score -9094053 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9094074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -9094121.000000 Penalty: 1085.619385
	Iteration 117Q: 3 clusters Score -9094121 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -9094181.000000 Penalty: 1085.619385
	Iteration 118Q: 3 clusters Score -9094181 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -9094165.000000 Penalty: 1085.619385
	Iteration 119Q: 3 clusters Score -9094165 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -9094178.000000 Penalty: 1085.619385
	Iteration 120F: 3 clusters Score -9094178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -9094220.000000 Penalty: 1085.619385
	Iteration 121Q: 3 clusters Score -9094220 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 130892 members 
Entering Unmasked Estep 
Score: -9094217.000000 Penalty: 1085.619385
	Iteration 122Q: 3 clusters Score -9094217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 131070 members 
Entering Unmasked Estep 
Score: -9094212.000000 Penalty: 1085.619385
	Iteration 123Q: 3 clusters Score -9094212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -9094214.000000 Penalty: 1085.619385
	Iteration 124Q: 3 clusters Score -9094214 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 131414 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9094225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 131595 members 
Entering Unmasked Estep 
Score: -9094230.000000 Penalty: 1085.619385
	Iteration 126Q: 3 clusters Score -9094230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 131782 members 
Entering Unmasked Estep 
Score: -9094255.000000 Penalty: 1085.619385
	Iteration 127Q: 3 clusters Score -9094255 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 131977 members 
Entering Unmasked Estep 
Score: -9094272.000000 Penalty: 1085.619385
	Iteration 128Q: 3 clusters Score -9094272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -9094288.000000 Penalty: 1085.619385
	Iteration 129Q: 3 clusters Score -9094288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -9094304.000000 Penalty: 1085.619385
	Iteration 130Q: 3 clusters Score -9094304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -9094309.000000 Penalty: 1085.619385
	Iteration 131Q: 3 clusters Score -9094309 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 132597 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9094304 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -9094287.000000 Penalty: 1085.619385
	Iteration 133Q: 3 clusters Score -9094287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -9094304.000000 Penalty: 1085.619385
	Iteration 134Q: 3 clusters Score -9094304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -9094310.000000 Penalty: 1085.619385
	Iteration 135Q: 3 clusters Score -9094310 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -9094340.000000 Penalty: 1085.619385
	Iteration 136Q: 3 clusters Score -9094340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9094350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -9094342.000000 Penalty: 1085.619385
	Iteration 138Q: 3 clusters Score -9094342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 133488 members 
Entering Unmasked Estep 
Score: -9094359.000000 Penalty: 1085.619385
	Iteration 139Q: 3 clusters Score -9094359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -9094358.000000 Penalty: 1085.619385
	Iteration 140F: 3 clusters Score -9094358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -9094353.000000 Penalty: 1085.619385
	Iteration 141Q: 3 clusters Score -9094353 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 133862 members 
Entering Unmasked Estep 
Score: -9094379.000000 Penalty: 1085.619385
	Iteration 142Q: 3 clusters Score -9094379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 133972 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9094378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -9094400.000000 Penalty: 1085.619385
	Iteration 144Q: 3 clusters Score -9094400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -9094412.000000 Penalty: 1085.619385
	Iteration 145Q: 3 clusters Score -9094412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9094410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 134363 members 
Entering Unmasked Estep 
Score: -9094393.000000 Penalty: 1085.619385
	Iteration 147Q: 3 clusters Score -9094393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -9094396.000000 Penalty: 1085.619385
	Iteration 148Q: 3 clusters Score -9094396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -9094405.000000 Penalty: 1085.619385
	Iteration 149Q: 3 clusters Score -9094405 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -9094425.000000 Penalty: 1085.619385
	Iteration 150Q: 3 clusters Score -9094425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 134772 members 
Entering Unmasked Estep 
Score: -9094419.000000 Penalty: 1085.619385
	Iteration 151Q: 3 clusters Score -9094419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -9094437.000000 Penalty: 1085.619385
	Iteration 152Q: 3 clusters Score -9094437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9094470 nChanged 125
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Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9094469 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9094471 nChanged 128
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Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 135371 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9094489 nChanged 124
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Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -9094502.000000 Penalty: 1085.619385
	Iteration 157Q: 3 clusters Score -9094502 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9094504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9094502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -9094508.000000 Penalty: 1085.619385
	Iteration 160F: 3 clusters Score -9094508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 136005 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9094508 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -9094521.000000 Penalty: 1085.619385
	Iteration 162Q: 3 clusters Score -9094521 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 136256 members 
Entering Unmasked Estep 
Score: -9094525.000000 Penalty: 1085.619385
	Iteration 163Q: 3 clusters Score -9094525 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -9094506.000000 Penalty: 1085.619385
	Iteration 164Q: 3 clusters Score -9094506 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -9094503.000000 Penalty: 1085.619385
	Iteration 165Q: 3 clusters Score -9094503 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 136668 members 
Entering Unmasked Estep 
Score: -9094505.000000 Penalty: 1085.619385
	Iteration 166Q: 3 clusters Score -9094505 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -9094519.000000 Penalty: 1085.619385
	Iteration 167Q: 3 clusters Score -9094519 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 136965 members 
Entering Unmasked Estep 
Score: -9094527.000000 Penalty: 1085.619385
	Iteration 168Q: 3 clusters Score -9094527 nChanged 149
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Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -9094532.000000 Penalty: 1085.619385
	Iteration 169Q: 3 clusters Score -9094532 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9094523 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9094493 nChanged 170
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9094514 nChanged 137
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Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9094507 nChanged 120
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Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9094514 nChanged 139
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Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 139074 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9094531 nChanged 136
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Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 139352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 139511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 139666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11231 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 140648 members 
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Mstep: Class 2 contains 140785 members 
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Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10689 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 141718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 142271 members 
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 142427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8860 members 
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Mstep: Class 1 contains 8714 members 
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Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 143144 members 
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8330 members 
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	Iteration 210Q: 3 clusters Score -9094780 nChanged 101
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Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 143505 members 
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	Iteration 211Q: 3 clusters Score -9094779 nChanged 98
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Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 143603 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9094775 nChanged 111
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Mstep: Class 1 contains 8020 members 
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	Iteration 213Q: 3 clusters Score -9094771 nChanged 110
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Mstep: Class 1 contains 7912 members 
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	Iteration 214Q: 3 clusters Score -9094771 nChanged 98
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Mstep: Class 1 contains 7814 members 
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	Iteration 215Q: 3 clusters Score -9094768 nChanged 98
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Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 144018 members 
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	Iteration 216Q: 3 clusters Score -9094763 nChanged 100
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Mstep: Class 1 contains 7616 members 
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	Iteration 217Q: 3 clusters Score -9094747 nChanged 103
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9094777 nChanged 112
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Mstep: Class 1 contains 7179 members 
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	Iteration 222Q: 3 clusters Score -9094783 nChanged 112
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Mstep: Class 1 contains 6936 members 
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	Iteration 223Q: 3 clusters Score -9094783 nChanged 104
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	Iteration 224Q: 3 clusters Score -9094790 nChanged 108
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Mstep: Class 1 contains 6724 members 
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Mstep: Class 1 contains 6626 members 
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Mstep: Class 1 contains 6533 members 
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	Iteration 231Q: 3 clusters Score -9094789 nChanged 62
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	Iteration 232Q: 3 clusters Score -9094810 nChanged 61
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	Iteration 233Q: 3 clusters Score -9094820 nChanged 61
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	Iteration 234Q: 3 clusters Score -9094820 nChanged 51
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	Iteration 235Q: 3 clusters Score -9094820 nChanged 36
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	Iteration 236Q: 3 clusters Score -9094828 nChanged 36
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	Iteration 237Q: 3 clusters Score -9094818 nChanged 33
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	Iteration 238Q: 3 clusters Score -9094815 nChanged 30
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	Iteration 239Q: 3 clusters Score -9094816 nChanged 17
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	Iteration 240F: 3 clusters Score -9094823 nChanged 20
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	Iteration 241Q: 3 clusters Score -9094831 nChanged 15
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	Iteration 243Q: 3 clusters Score -9094818 nChanged 24
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	Iteration 246Q: 3 clusters Score -9094812 nChanged 29
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	Iteration 247Q: 3 clusters Score -9094800 nChanged 29
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	Iteration 248Q: 3 clusters Score -9094787 nChanged 28
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	Iteration 249Q: 3 clusters Score -9094782 nChanged 27
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	Iteration 250Q: 3 clusters Score -9094785 nChanged 24
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	Iteration 251Q: 3 clusters Score -9094787 nChanged 26
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	Iteration 252Q: 3 clusters Score -9094780 nChanged 24
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	Iteration 253Q: 3 clusters Score -9094788 nChanged 19
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	Iteration 254Q: 3 clusters Score -9094783 nChanged 23
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	Iteration 255Q: 3 clusters Score -9094776 nChanged 13
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	Iteration 256Q: 3 clusters Score -9094780 nChanged 8
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	Iteration 257Q: 3 clusters Score -9094778 nChanged 11
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	Iteration 258Q: 3 clusters Score -9094780 nChanged 9
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	Iteration 259Q: 3 clusters Score -9094782 nChanged 8
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	Iteration 260F: 3 clusters Score -9094776 nChanged 10
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	Iteration 261Q: 3 clusters Score -9094783 nChanged 11
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	Iteration 262Q: 3 clusters Score -9094781 nChanged 13
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	Iteration 263Q: 3 clusters Score -9094785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 146314 members 
Entering Unmasked Estep 
Score: -9094779.000000 Penalty: 1085.619385
	Iteration 264Q: 3 clusters Score -9094779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 146323 members 
Entering Unmasked Estep 
Score: -9094774.000000 Penalty: 1085.619385
	Iteration 265Q: 3 clusters Score -9094774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -9094776.000000 Penalty: 1085.619385
	Iteration 266Q: 3 clusters Score -9094776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -9094775.000000 Penalty: 1085.619385
	Iteration 267Q: 3 clusters Score -9094775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -9094783.000000 Penalty: 1085.619385
	Iteration 268Q: 3 clusters Score -9094783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 146370 members 
Entering Unmasked Estep 
Score: -9094771.000000 Penalty: 1085.619385
	Iteration 269Q: 3 clusters Score -9094771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -9094777.000000 Penalty: 1085.619385
	Iteration 270Q: 3 clusters Score -9094777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -9094778.000000 Penalty: 1085.619385
	Iteration 271Q: 3 clusters Score -9094778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -9094779.000000 Penalty: 1085.619385
	Iteration 272Q: 3 clusters Score -9094779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -9094775.000000 Penalty: 1085.619385
	Iteration 273Q: 3 clusters Score -9094775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 146405 members 
Entering Unmasked Estep 
Score: -9094773.000000 Penalty: 1085.619385
	Iteration 274Q: 3 clusters Score -9094773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 146411 members 
Entering Unmasked Estep 
Score: -9094769.000000 Penalty: 1085.619385
	Iteration 275Q: 3 clusters Score -9094769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -9094760.000000 Penalty: 1085.619385
	Iteration 276Q: 3 clusters Score -9094760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 146432 members 
Entering Unmasked Estep 
Score: -9094761.000000 Penalty: 1085.619385
	Iteration 277Q: 3 clusters Score -9094761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 146443 members 
Entering Unmasked Estep 
Score: -9094758.000000 Penalty: 1085.619385
	Iteration 278Q: 3 clusters Score -9094758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -9094751.000000 Penalty: 1085.619385
	Iteration 279Q: 3 clusters Score -9094751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 146458 members 
Entering Unmasked Estep 
Score: -9094750.000000 Penalty: 1085.619385
	Iteration 280F: 3 clusters Score -9094750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -9094746.000000 Penalty: 1085.619385
	Iteration 281Q: 3 clusters Score -9094746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 146468 members 
Entering Unmasked Estep 
Score: -9094743.000000 Penalty: 1085.619385
	Iteration 282Q: 3 clusters Score -9094743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -9094742.000000 Penalty: 1085.619385
	Iteration 283Q: 3 clusters Score -9094742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -9094749.000000 Penalty: 1085.619385
	Iteration 284Q: 3 clusters Score -9094749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -9094746.000000 Penalty: 1085.619385
	Iteration 285Q: 3 clusters Score -9094746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 146478 members 
Entering Unmasked Estep 
Score: -9094757.000000 Penalty: 1085.619385
	Iteration 286Q: 3 clusters Score -9094757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -9094746.000000 Penalty: 1085.619385
	Iteration 287Q: 3 clusters Score -9094746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 146488 members 
Entering Unmasked Estep 
Score: -9094753.000000 Penalty: 1085.619385
	Iteration 288Q: 3 clusters Score -9094753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -9094744.000000 Penalty: 1085.619385
	Iteration 289Q: 3 clusters Score -9094744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 146497 members 
Entering Unmasked Estep 
Score: -9094742.000000 Penalty: 1085.619385
	Iteration 290Q: 3 clusters Score -9094742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -9094739.000000 Penalty: 1085.619385
	Iteration 291Q: 3 clusters Score -9094739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -9094739.000000 Penalty: 1085.619385
	Iteration 292F: 3 clusters Score -9094739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25853.375000 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25853.38 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 229 members 
Entering Unmasked Estep 
Score: -25456.912109 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25456.91 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25637.544922 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25637.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25706.316406 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25706.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25767.224609 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25767.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25815.052734 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -25815.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25845.685547 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -25845.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25861.837891 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25861.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25868.228516 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25868.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25874.871094 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25874.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25877.148438 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -25877.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25880.031250 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -25880.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25883.074219 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -25883.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25890.501953 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -25890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25896.099609 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -25896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25896.099609 Penalty: 555.941528
	Iteration 14F: 3 clusters Score -25896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 310 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 140 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211432.000000 Penalty: 57900.906250
Splitting cluster 69 changes total score from -58211800.000000 to -58211432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21126.111328 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21126.11 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21279.400391 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21279.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21340.894531 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21340.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21368.507812 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -21368.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21373.123047 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -21373.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21378.476562 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21378.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21385.630859 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21385.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21392.601562 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21395.503906 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21399.177734 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21399.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21406.119141 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21406.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21409.304688 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21416.244141 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21416.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21424.273438 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21424.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21430.796875 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21440.349609 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -21440.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21449.730469 Penalty: 536.640991
	Iteration 16Q: 3 clusters Score -21449.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21452.701172 Penalty: 536.640991
	Iteration 17Q: 3 clusters Score -21452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21453.847656 Penalty: 536.640991
	Iteration 18Q: 3 clusters Score -21453.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21453.847656 Penalty: 536.640991
	Iteration 19F: 3 clusters Score -21453.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6999.230957 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6999.231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7129.706055 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7129.706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7165.039062 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7165.039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7174.973145 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -7174.973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7177.449707 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7177.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7182.261230 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -7182.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7189.092285 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -7189.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7190.425293 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -7190.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7190.425293 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -7190.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16217.790039 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16217.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16319.317383 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16319.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16368.455078 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16368.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16451.101562 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16496.578125 Penalty: 510.127991
	Iteration 4F: 3 clusters Score -16496.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16508.279297 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16508.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16511.074219 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16511.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16513.847656 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16513.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16519.427734 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16519.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16527.531250 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16527.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16536.277344 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16536.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16542.626953 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -16542.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16545.480469 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -16545.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16549.310547 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -16549.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16551.009766 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -16551.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16552.414062 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -16552.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16553.863281 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -16553.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16558.136719 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -16558.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16559.285156 Penalty: 510.127991
	Iteration 18Q: 3 clusters Score -16559.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16560.052734 Penalty: 510.127991
	Iteration 19Q: 3 clusters Score -16560.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16561.666016 Penalty: 510.127991
	Iteration 20F: 3 clusters Score -16561.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 175 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 97 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211308.000000 Penalty: 57900.906250
Splitting cluster 72 changes total score from -58211800.000000 to -58211308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5946.746094 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5946.746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5767.278809 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5767.279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5811.660156 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5811.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5834.739746 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5834.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5841.541992 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5841.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5877.670898 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5877.671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5889.555176 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5889.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5896.955078 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5896.955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5907.136719 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -5907.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5907.136719 Penalty: 428.567261
	Iteration 8F: 3 clusters Score -5907.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45001.035156 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45001.04 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45168.351562 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45168.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45210.085938 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45210.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -45247.902344 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -45247.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45270.472656 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45270.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45285.863281 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45285.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45301.324219 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45301.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45312.761719 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45312.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45328.718750 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45328.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45359.234375 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45359.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45375.382812 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45375.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45391.238281 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45391.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45405.964844 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45405.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45421.285156 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45421.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45436.203125 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45436.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45447.570312 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45447.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45457.125000 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -45457.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45468.972656 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -45468.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45483.335938 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -45483.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45491.171875 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -45491.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45496.042969 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -45496.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45501.921875 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -45501.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45507.863281 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -45507.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45515.070312 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -45515.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45524.820312 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -45524.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45537.472656 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -45537.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45552.101562 Penalty: 598.077759
	Iteration 26Q: 3 clusters Score -45552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45559.039062 Penalty: 598.077759
	Iteration 27Q: 3 clusters Score -45559.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45562.261719 Penalty: 598.077759
	Iteration 28Q: 3 clusters Score -45562.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45565.332031 Penalty: 598.077759
	Iteration 29Q: 3 clusters Score -45565.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45568.007812 Penalty: 598.077759
	Iteration 30Q: 3 clusters Score -45568.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45573.746094 Penalty: 598.077759
	Iteration 31Q: 3 clusters Score -45573.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45576.878906 Penalty: 598.077759
	Iteration 32Q: 3 clusters Score -45576.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45583.480469 Penalty: 598.077759
	Iteration 33Q: 3 clusters Score -45583.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45584.539062 Penalty: 598.077759
	Iteration 34Q: 3 clusters Score -45584.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45584.539062 Penalty: 598.077759
	Iteration 35F: 3 clusters Score -45584.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -3978.618652 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -3978.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3790.665283 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -3790.665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3914.464111 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -3914.464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3938.601562 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -3938.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3949.156982 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -3949.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3953.352783 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -3953.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3953.352783 Penalty: 430.192291
	Iteration 5F: 3 clusters Score -3953.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13560.354492 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13560.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13212.577148 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13212.58 nChanged 97
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: -13341.301758 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13341.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13403.240234 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13403.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13447.307617 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -13447.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13478.725586 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13478.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13525.169922 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13525.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13537.000000 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13573.916016 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13573.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13604.874023 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -13604.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13633.565430 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -13633.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13646.622070 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -13646.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13650.312500 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -13650.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13650.312500 Penalty: 514.056702
	Iteration 12F: 3 clusters Score -13650.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 159 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 125 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211420.000000 Penalty: 57900.906250
Splitting cluster 76 changes total score from -58211800.000000 to -58211420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -41022.089844 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -41022.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40460.171875 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -40460.17 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40639.011719 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -40639.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40678.472656 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -40678.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40704.843750 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -40704.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40732.675781 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -40732.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40771.441406 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -40771.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40799.910156 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -40799.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40823.277344 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -40823.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40851.539062 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -40851.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40865.320312 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -40865.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40874.613281 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -40874.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40885.500000 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -40885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40894.902344 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -40894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40896.589844 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -40896.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40897.199219 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -40897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40897.601562 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -40897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40897.917969 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -40897.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40898.355469 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -40898.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40898.355469 Penalty: 592.162231
	Iteration 18F: 3 clusters Score -40898.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9809.439453 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9809.439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9871.561523 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9871.562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9892.496094 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -9892.496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9905.986328 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9905.986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9910.265625 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9910.266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9910.845703 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -9910.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9911.586914 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -9911.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9922.785156 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -9922.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9924.235352 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -9924.235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9926.471680 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -9926.472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9930.131836 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -9930.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9930.131836 Penalty: 462.407776
	Iteration 11F: 3 clusters Score -9930.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8392.208984 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8392.209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8158.461426 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8158.461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8283.250977 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8283.251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8315.680664 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8315.681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8332.133789 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8332.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8333.471680 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8333.472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8333.730469 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8333.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8333.730469 Penalty: 461.840820
	Iteration 6F: 3 clusters Score -8333.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7254.897949 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7254.898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7361.101074 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7361.101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7401.285645 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7401.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7415.589844 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7415.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7424.014648 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7424.015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7424.014648 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7424.015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6732.739746 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6732.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6531.771973 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6531.772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6641.184570 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6641.185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6672.153320 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6672.153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6689.764160 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6689.764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6698.458008 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6698.458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6702.594727 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6702.595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6710.315430 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6710.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6741.175781 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6741.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6741.175781 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -6741.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 99 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 40 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211332.000000 Penalty: 57900.906250
Splitting cluster 81 changes total score from -58211800.000000 to -58211332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8583.180664 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8583.181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8649.251953 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8649.252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8677.295898 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8677.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8682.280273 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8682.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8684.888672 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8684.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8684.888672 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8684.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -85122.500000 Penalty: 334.971466
	Iteration 0F: 2 clusters Score -85122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -83958.281250 Penalty: 669.942932
	Iteration 0F: 3 clusters Score -83958.28 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -84425.593750 Penalty: 669.942932
	Iteration 1F: 3 clusters Score -84425.59 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84626.234375 Penalty: 669.942932
	Iteration 2F: 3 clusters Score -84626.23 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -84826.468750 Penalty: 669.942932
	Iteration 3F: 3 clusters Score -84826.47 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -84957.468750 Penalty: 669.942932
	Iteration 4F: 3 clusters Score -84957.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -85004.453125 Penalty: 669.942932
	Iteration 5Q: 3 clusters Score -85004.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -85021.281250 Penalty: 669.942932
	Iteration 6Q: 3 clusters Score -85021.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -85031.640625 Penalty: 669.942932
	Iteration 7Q: 3 clusters Score -85031.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -85034.812500 Penalty: 669.942932
	Iteration 8Q: 3 clusters Score -85034.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85036.250000 Penalty: 669.942932
	Iteration 9Q: 3 clusters Score -85036.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -85038.296875 Penalty: 669.942932
	Iteration 10Q: 3 clusters Score -85038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -85040.929688 Penalty: 669.942932
	Iteration 11Q: 3 clusters Score -85040.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -85041.742188 Penalty: 669.942932
	Iteration 12Q: 3 clusters Score -85041.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85042.148438 Penalty: 669.942932
	Iteration 13Q: 3 clusters Score -85042.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85042.148438 Penalty: 669.942932
	Iteration 14F: 3 clusters Score -85042.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10853.630859 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10853.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10609.619141 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10609.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10689.364258 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10689.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10735.765625 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10735.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10786.679688 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10786.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10820.671875 Penalty: 480.771515
	Iteration 4F: 3 clusters Score -10820.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10833.894531 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10833.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10836.480469 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10836.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10841.149414 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10841.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10844.856445 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10844.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10848.375000 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10848.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10848.375000 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -10848.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -34115.707031 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -34115.71 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 279 members 
Entering Unmasked Estep 
Score: -33579.789062 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -33579.79 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33727.152344 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -33727.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33770.707031 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -33770.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33804.843750 Penalty: 576.812073
	Iteration 3F: 3 clusters Score -33804.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33824.695312 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -33824.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33838.035156 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -33838.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33853.371094 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -33853.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33864.738281 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -33864.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33873.828125 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -33873.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33881.238281 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -33881.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33891.074219 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -33891.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33896.917969 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -33896.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33898.925781 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -33898.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33899.855469 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -33899.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33900.890625 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -33900.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33901.175781 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -33901.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33901.175781 Penalty: 576.812073
	Iteration 16F: 3 clusters Score -33901.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -18907.119141 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -18907.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18560.609375 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -18560.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18622.353516 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -18622.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18650.199219 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -18650.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18673.269531 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -18673.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18688.296875 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -18688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18710.390625 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -18710.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18732.513672 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -18732.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18758.642578 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -18758.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18776.279297 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -18776.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18803.208984 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -18803.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18826.890625 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -18826.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18844.019531 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -18844.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18853.484375 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -18853.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18862.888672 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -18862.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18874.109375 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -18874.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18880.298828 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -18880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18889.742188 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -18889.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18897.193359 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -18897.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18902.007812 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -18902.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18907.207031 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -18907.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18907.207031 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -18907.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 166 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 105 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211372.000000 Penalty: 57900.906250
Splitting cluster 86 changes total score from -58211800.000000 to -58211372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -10313.819336 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -10313.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10056.728516 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -10056.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10137.512695 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -10137.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10164.417969 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -10164.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10186.957031 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -10186.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10196.109375 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -10196.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10205.958008 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -10205.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10215.570312 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -10215.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10229.916016 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -10229.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10279.986328 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -10279.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10332.369141 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -10332.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10339.742188 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -10339.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10339.742188 Penalty: 467.357666
	Iteration 11F: 3 clusters Score -10339.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 64 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 106 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211320.000000 Penalty: 57900.906250
Splitting cluster 87 changes total score from -58211800.000000 to -58211320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 88 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -8039.735840 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -8039.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7791.404297 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7791.404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7851.188965 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7851.189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7865.392578 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7865.393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7883.622559 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7883.623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7889.444824 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7889.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7889.444824 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -7889.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -403012.437500 Penalty: 400.274689
	Iteration 0F: 2 clusters Score -403012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -398600.031250 Penalty: 800.549377
	Iteration 0F: 3 clusters Score -398600 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -400367.906250 Penalty: 800.549377
	Iteration 1F: 3 clusters Score -400367.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -400591.312500 Penalty: 800.549377
	Iteration 2F: 3 clusters Score -400591.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -400832.812500 Penalty: 800.549377
	Iteration 3F: 3 clusters Score -400832.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -401082.593750 Penalty: 800.549377
	Iteration 4F: 3 clusters Score -401082.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -401417.406250 Penalty: 800.549377
	Iteration 5F: 3 clusters Score -401417.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -401777.625000 Penalty: 800.549377
	Iteration 6F: 3 clusters Score -401777.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -402052.531250 Penalty: 800.549377
	Iteration 7F: 3 clusters Score -402052.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -402183.125000 Penalty: 800.549377
	Iteration 8Q: 3 clusters Score -402183.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -402283.343750 Penalty: 800.549377
	Iteration 9Q: 3 clusters Score -402283.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -402384.968750 Penalty: 800.549377
	Iteration 10Q: 3 clusters Score -402385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -402486.906250 Penalty: 800.549377
	Iteration 11Q: 3 clusters Score -402486.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -402566.968750 Penalty: 800.549377
	Iteration 12Q: 3 clusters Score -402567 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -402620.687500 Penalty: 800.549377
	Iteration 13Q: 3 clusters Score -402620.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -402655.531250 Penalty: 800.549377
	Iteration 14Q: 3 clusters Score -402655.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -402675.468750 Penalty: 800.549377
	Iteration 15Q: 3 clusters Score -402675.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -402686.218750 Penalty: 800.549377
	Iteration 16Q: 3 clusters Score -402686.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -402693.593750 Penalty: 800.549377
	Iteration 17Q: 3 clusters Score -402693.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -402697.593750 Penalty: 800.549377
	Iteration 18Q: 3 clusters Score -402697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -402699.718750 Penalty: 800.549377
	Iteration 19Q: 3 clusters Score -402699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -402701.750000 Penalty: 800.549377
	Iteration 20F: 3 clusters Score -402701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -402701.750000 Penalty: 800.549377
	Iteration 21Q: 3 clusters Score -402701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -402702.125000 Penalty: 800.549377
	Iteration 22Q: 3 clusters Score -402702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -402702.625000 Penalty: 800.549377
	Iteration 23Q: 3 clusters Score -402702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -402703.875000 Penalty: 800.549377
	Iteration 24Q: 3 clusters Score -402703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -402702.968750 Penalty: 800.549377
	Iteration 25Q: 3 clusters Score -402703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -402703.593750 Penalty: 800.549377
	Iteration 26Q: 3 clusters Score -402703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -402703.312500 Penalty: 800.549377
	Iteration 27Q: 3 clusters Score -402703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -402703.312500 Penalty: 800.549377
	Iteration 28F: 3 clusters Score -402703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -6228.523438 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -6228.523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6018.897949 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -6018.898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6110.899414 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -6110.899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6262.303223 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -6262.303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6419.796387 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -6419.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6437.090332 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -6437.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6437.090332 Penalty: 427.743713
	Iteration 5F: 3 clusters Score -6437.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 53 contains 69 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 41 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211512.000000 Penalty: 57900.906250
Splitting cluster 90 changes total score from -58211800.000000 to -58211512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 91 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -17788.585938 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -17788.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17436.220703 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -17436.22 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17525.158203 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -17525.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17556.494141 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -17556.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17574.066406 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -17574.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17583.837891 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -17583.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17591.466797 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -17591.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17593.675781 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -17593.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17593.675781 Penalty: 509.456421
	Iteration 7F: 3 clusters Score -17593.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -26517.546875 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -26517.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26078.203125 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -26078.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26218.625000 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -26218.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26266.050781 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -26266.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26313.044922 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -26313.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26350.070312 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -26350.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26388.054688 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -26388.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26399.984375 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -26399.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26407.353516 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -26407.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26418.904297 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -26418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26428.259766 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -26428.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26431.804688 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -26431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26433.320312 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -26433.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26435.812500 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -26435.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26436.761719 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -26436.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26438.175781 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -26438.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26438.175781 Penalty: 554.720032
	Iteration 15F: 3 clusters Score -26438.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129289 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144885 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111941 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129241 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4196 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118831 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34332 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151734 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6616 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211740.000000 Penalty: 57271.550781
Iteration 439Q: 92 clusters Score -5.821174e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129293 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9996 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144883 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111938 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129240 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4177 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118628 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34335 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152010 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6564 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211780.000000 Penalty: 57271.550781
Iteration 440F: 92 clusters Score -5.821178e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129297 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 825 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 9998 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144879 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111934 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129238 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4151 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118430 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34336 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152276 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1581 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6514 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211768.000000 Penalty: 57271.550781
Iteration 441Q: 92 clusters Score -5.821177e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129296 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 825 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10002 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144874 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111934 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129238 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4137 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118268 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34337 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152500 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1581 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6464 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211804.000000 Penalty: 57271.550781
Iteration 442Q: 92 clusters Score -5.82118e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129295 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10009 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19271 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144870 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111931 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129238 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4126 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118153 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34341 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152664 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1578 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6424 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211908.000000 Penalty: 57271.550781
Iteration 443Q: 92 clusters Score -5.821191e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129296 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10012 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19273 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111933 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2160 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4119 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118025 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152833 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1578 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6386 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212016.000000 Penalty: 57271.550781
Iteration 444Q: 92 clusters Score -5.821202e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129297 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111932 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2158 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4115 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117924 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152962 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6354 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58212004.000000 Penalty: 57271.550781
Iteration 445Q: 92 clusters Score -5.8212e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129297 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10038 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111929 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129236 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4109 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117813 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153090 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6323 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211920.000000 Penalty: 57271.550781
Iteration 446Q: 92 clusters Score -5.821192e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129300 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 828 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111925 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129236 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4104 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117721 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153193 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6298 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211820.000000 Penalty: 57271.550781
Iteration 447Q: 92 clusters Score -5.821182e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129302 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 829 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10061 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111924 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4093 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117649 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153285 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1577 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6280 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211800.000000 Penalty: 57271.550781
Iteration 448Q: 92 clusters Score -5.82118e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129302 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 830 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144868 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111922 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4087 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117587 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153364 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1577 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6263 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211792.000000 Penalty: 57271.550781
Iteration 449Q: 92 clusters Score -5.821179e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129305 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 830 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144866 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129235 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4083 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117522 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153448 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1577 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6243 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211760.000000 Penalty: 57271.550781
Iteration 450Q: 92 clusters Score -5.821176e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129306 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19278 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4074 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117479 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153511 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1577 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6224 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211744.000000 Penalty: 57271.550781
Iteration 451Q: 92 clusters Score -5.821174e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129306 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4067 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117432 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153581 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6198 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211664.000000 Penalty: 57271.550781
Iteration 452Q: 92 clusters Score -5.821166e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129307 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4050 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117392 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153652 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6174 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211596.000000 Penalty: 57271.550781
Iteration 453Q: 92 clusters Score -5.82116e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129309 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111917 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129234 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4044 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117367 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153700 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6153 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211600.000000 Penalty: 57271.550781
Iteration 454Q: 92 clusters Score -5.82116e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1278 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4036 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117364 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153728 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6132 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211588.000000 Penalty: 57271.550781
Iteration 455Q: 92 clusters Score -5.821159e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 837 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4025 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117380 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153747 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6104 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211636.000000 Penalty: 57271.550781
Iteration 456Q: 92 clusters Score -5.821164e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2174 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4014 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117401 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153746 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6091 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211716.000000 Penalty: 57271.550781
Iteration 457Q: 92 clusters Score -5.821172e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10112 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2175 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 4006 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117445 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153714 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6079 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211748.000000 Penalty: 57271.550781
Iteration 458Q: 92 clusters Score -5.821175e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2171 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3998 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117505 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153668 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1573 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6068 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211712.000000 Penalty: 57271.550781
Iteration 459Q: 92 clusters Score -5.821171e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111917 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129233 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2168 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3989 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117565 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153618 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1573 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6062 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211772.000000 Penalty: 57271.550781
Iteration 460F: 92 clusters Score -5.821177e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129308 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 7199 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144864 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129231 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3980 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117637 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153561 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6051 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211768.000000 Penalty: 57271.550781
Iteration 461Q: 92 clusters Score -5.821177e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129309 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19282 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144864 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129229 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3972 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117730 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153480 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6043 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211732.000000 Penalty: 57271.550781
Iteration 462Q: 92 clusters Score -5.821173e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129312 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10150 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144863 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129230 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3965 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117824 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153390 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6038 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211708.000000 Penalty: 57271.550781
Iteration 463Q: 92 clusters Score -5.821171e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10165 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129230 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3952 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117887 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153330 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6037 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211752.000000 Penalty: 57271.550781
Iteration 464Q: 92 clusters Score -5.821175e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10173 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19285 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129230 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2156 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3943 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 117952 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153273 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1573 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6035 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211680.000000 Penalty: 57271.550781
Iteration 465Q: 92 clusters Score -5.821168e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129312 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10176 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19286 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129229 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2153 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3928 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118024 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153221 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6028 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211640.000000 Penalty: 57271.550781
Iteration 466Q: 92 clusters Score -5.821164e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10180 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129229 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2150 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3922 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118097 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153150 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6027 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211652.000000 Penalty: 57271.550781
Iteration 467Q: 92 clusters Score -5.821165e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129310 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19288 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129229 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3914 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118180 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153080 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6020 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211636.000000 Penalty: 57271.550781
Iteration 468Q: 92 clusters Score -5.821164e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129312 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10185 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19289 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129228 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118256 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34343 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 153012 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6012 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211580.000000 Penalty: 57271.550781
Iteration 469Q: 92 clusters Score -5.821158e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10189 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129226 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2148 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3908 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118338 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152935 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6006 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211568.000000 Penalty: 57271.550781
Iteration 470Q: 92 clusters Score -5.821157e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10191 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 129225 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2146 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3904 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118432 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152847 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1576 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6003 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211596.000000 Penalty: 57271.550781
Iteration 471Q: 92 clusters Score -5.82116e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 72705 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129225 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2142 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3905 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118534 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152754 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5996 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211592.000000 Penalty: 57271.550781
Iteration 472Q: 92 clusters Score -5.821159e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129312 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10198 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129225 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2138 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3904 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118611 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152682 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5991 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211508.000000 Penalty: 57271.550781
Iteration 473Q: 92 clusters Score -5.821151e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129314 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10204 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129225 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2134 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3902 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118676 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152622 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5984 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211524.000000 Penalty: 57271.550781
Iteration 474Q: 92 clusters Score -5.821152e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129225 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2128 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3903 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118735 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152563 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5985 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211564.000000 Penalty: 57271.550781
Iteration 475Q: 92 clusters Score -5.821156e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10211 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111918 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129224 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2121 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3904 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118791 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34344 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152501 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5992 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211564.000000 Penalty: 57271.550781
Iteration 476Q: 92 clusters Score -5.821156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129316 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10209 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111917 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129222 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2114 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3905 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118835 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34346 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152462 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211604.000000 Penalty: 57271.550781
Iteration 477Q: 92 clusters Score -5.82116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129321 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129220 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3908 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118870 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34346 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152428 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5992 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211640.000000 Penalty: 57271.550781
Iteration 478Q: 92 clusters Score -5.821164e+07 nChanged 107
Entering ConstructFrom: 
Score: -58211640.000000 Penalty: 57271.550781
Entering ConstructFrom: 
Trying to split cluster 1 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -60494.750000 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -60494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59660.199219 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -59660.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60031.773438 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -60031.77 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60123.816406 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -60123.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60164.109375 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -60164.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60188.726562 Penalty: 632.349670
	Iteration 4Q: 3 clusters Score -60188.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60229.441406 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -60229.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60258.847656 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -60258.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60279.894531 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -60279.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60295.960938 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -60295.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60316.492188 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -60316.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60333.515625 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -60333.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60350.078125 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -60350.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60367.132812 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -60367.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60380.132812 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -60380.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60389.324219 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -60389.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60396.597656 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -60396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60404.257812 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -60404.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60405.847656 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -60405.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60408.089844 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -60408.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60409.578125 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -60409.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60409.578125 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -60409.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Entering Unmasked Estep 
Score: -7734952.500000 Penalty: 535.537048
	Iteration 0F: 2 clusters Score -7734952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -7653124.000000 Penalty: 1071.074097
	Iteration 0F: 3 clusters Score -7653124 nChanged 63055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -7691358.000000 Penalty: 1071.074097
	Iteration 1F: 3 clusters Score -7691358 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -7693083.000000 Penalty: 1071.074097
	Iteration 2Q: 3 clusters Score -7693083 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -7695572.000000 Penalty: 1071.074097
	Iteration 3Q: 3 clusters Score -7695572 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -7699661.500000 Penalty: 1071.074097
	Iteration 4F: 3 clusters Score -7699662 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -7705778.000000 Penalty: 1071.074097
	Iteration 5F: 3 clusters Score -7705778 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -7712470.000000 Penalty: 1071.074097
	Iteration 6F: 3 clusters Score -7712470 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -7716702.500000 Penalty: 1071.074097
	Iteration 7F: 3 clusters Score -7716702 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 84949 members 
Entering Unmasked Estep 
Score: -7718406.500000 Penalty: 1071.074097
	Iteration 8Q: 3 clusters Score -7718406 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -7719213.000000 Penalty: 1071.074097
	Iteration 9Q: 3 clusters Score -7719213 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -7719827.500000 Penalty: 1071.074097
	Iteration 10Q: 3 clusters Score -7719828 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -7720392.000000 Penalty: 1071.074097
	Iteration 11Q: 3 clusters Score -7720392 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -7720980.500000 Penalty: 1071.074097
	Iteration 12Q: 3 clusters Score -7720980 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -7721675.500000 Penalty: 1071.074097
	Iteration 13Q: 3 clusters Score -7721676 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -7722440.000000 Penalty: 1071.074097
	Iteration 14Q: 3 clusters Score -7722440 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -7723214.000000 Penalty: 1071.074097
	Iteration 15Q: 3 clusters Score -7723214 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -7724086.500000 Penalty: 1071.074097
	Iteration 16Q: 3 clusters Score -7724086 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -7724979.500000 Penalty: 1071.074097
	Iteration 17Q: 3 clusters Score -7724980 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -7725928.000000 Penalty: 1071.074097
	Iteration 18Q: 3 clusters Score -7725928 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -7726765.000000 Penalty: 1071.074097
	Iteration 19Q: 3 clusters Score -7726765 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -7727605.500000 Penalty: 1071.074097
	Iteration 20F: 3 clusters Score -7727606 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -7728528.500000 Penalty: 1071.074097
	Iteration 21Q: 3 clusters Score -7728528 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -7729523.500000 Penalty: 1071.074097
	Iteration 22Q: 3 clusters Score -7729524 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -7730479.000000 Penalty: 1071.074097
	Iteration 23Q: 3 clusters Score -7730479 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -7731490.500000 Penalty: 1071.074097
	Iteration 24Q: 3 clusters Score -7731490 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -7732317.500000 Penalty: 1071.074097
	Iteration 25Q: 3 clusters Score -7732318 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -7733012.500000 Penalty: 1071.074097
	Iteration 26Q: 3 clusters Score -7733012 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -7733542.500000 Penalty: 1071.074097
	Iteration 27Q: 3 clusters Score -7733542 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -7733866.000000 Penalty: 1071.074097
	Iteration 28Q: 3 clusters Score -7733866 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -7734086.000000 Penalty: 1071.074097
	Iteration 29Q: 3 clusters Score -7734086 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -7734278.500000 Penalty: 1071.074097
	Iteration 30Q: 3 clusters Score -7734278 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -7734414.000000 Penalty: 1071.074097
	Iteration 31Q: 3 clusters Score -7734414 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -7734502.000000 Penalty: 1071.074097
	Iteration 32Q: 3 clusters Score -7734502 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -7734515.500000 Penalty: 1071.074097
	Iteration 33Q: 3 clusters Score -7734516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -7734614.500000 Penalty: 1071.074097
	Iteration 34Q: 3 clusters Score -7734614 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -7734630.500000 Penalty: 1071.074097
	Iteration 35Q: 3 clusters Score -7734630 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -7734647.500000 Penalty: 1071.074097
	Iteration 36Q: 3 clusters Score -7734648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7734666.000000 Penalty: 1071.074097
	Iteration 37Q: 3 clusters Score -7734666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -7734677.000000 Penalty: 1071.074097
	Iteration 38Q: 3 clusters Score -7734677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -7734677.500000 Penalty: 1071.074097
	Iteration 39Q: 3 clusters Score -7734678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -7734709.000000 Penalty: 1071.074097
	Iteration 40F: 3 clusters Score -7734709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -7734713.000000 Penalty: 1071.074097
	Iteration 41Q: 3 clusters Score -7734713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -7734741.500000 Penalty: 1071.074097
	Iteration 42Q: 3 clusters Score -7734742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -7734762.000000 Penalty: 1071.074097
	Iteration 43Q: 3 clusters Score -7734762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 127217 members 
Entering Unmasked Estep 
Score: -7734784.500000 Penalty: 1071.074097
	Iteration 44Q: 3 clusters Score -7734784 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -7734802.000000 Penalty: 1071.074097
	Iteration 45Q: 3 clusters Score -7734802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -7734828.000000 Penalty: 1071.074097
	Iteration 46Q: 3 clusters Score -7734828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -7734844.500000 Penalty: 1071.074097
	Iteration 47Q: 3 clusters Score -7734844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -7734840.500000 Penalty: 1071.074097
	Iteration 48Q: 3 clusters Score -7734840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -7734846.000000 Penalty: 1071.074097
	Iteration 49Q: 3 clusters Score -7734846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -7734849.000000 Penalty: 1071.074097
	Iteration 50Q: 3 clusters Score -7734849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -7734859.500000 Penalty: 1071.074097
	Iteration 51Q: 3 clusters Score -7734860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -7734882.500000 Penalty: 1071.074097
	Iteration 52Q: 3 clusters Score -7734882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -7734876.000000 Penalty: 1071.074097
	Iteration 53Q: 3 clusters Score -7734876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -7734868.000000 Penalty: 1071.074097
	Iteration 54Q: 3 clusters Score -7734868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -7734876.500000 Penalty: 1071.074097
	Iteration 55Q: 3 clusters Score -7734876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -7734881.000000 Penalty: 1071.074097
	Iteration 56Q: 3 clusters Score -7734881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -7734880.500000 Penalty: 1071.074097
	Iteration 57Q: 3 clusters Score -7734880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -7734892.000000 Penalty: 1071.074097
	Iteration 58Q: 3 clusters Score -7734892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -7734889.000000 Penalty: 1071.074097
	Iteration 59Q: 3 clusters Score -7734889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -7734881.000000 Penalty: 1071.074097
	Iteration 60F: 3 clusters Score -7734881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -7734872.000000 Penalty: 1071.074097
	Iteration 61Q: 3 clusters Score -7734872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 127836 members 
Entering Unmasked Estep 
Score: -7734880.500000 Penalty: 1071.074097
	Iteration 62Q: 3 clusters Score -7734880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -7734879.500000 Penalty: 1071.074097
	Iteration 63Q: 3 clusters Score -7734880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -7734879.500000 Penalty: 1071.074097
	Iteration 64F: 3 clusters Score -7734880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4851.920898 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4851.921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4687.488281 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4687.488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4782.636719 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4782.637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4795.493652 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -4795.494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4804.224609 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4804.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4806.844727 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -4806.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4806.844727 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -4806.845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Entering Unmasked Estep 
Score: -940535.562500 Penalty: 439.559631
	Iteration 0F: 2 clusters Score -940535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -930150.875000 Penalty: 879.119263
	Iteration 0F: 3 clusters Score -930150.9 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -935078.312500 Penalty: 879.119263
	Iteration 1F: 3 clusters Score -935078.3 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -935845.250000 Penalty: 879.119263
	Iteration 2F: 3 clusters Score -935845.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -936827.750000 Penalty: 879.119263
	Iteration 3F: 3 clusters Score -936827.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -937939.125000 Penalty: 879.119263
	Iteration 4F: 3 clusters Score -937939.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -938666.875000 Penalty: 879.119263
	Iteration 5F: 3 clusters Score -938666.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -938999.875000 Penalty: 879.119263
	Iteration 6Q: 3 clusters Score -938999.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -939193.750000 Penalty: 879.119263
	Iteration 7Q: 3 clusters Score -939193.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -939305.250000 Penalty: 879.119263
	Iteration 8Q: 3 clusters Score -939305.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -939384.062500 Penalty: 879.119263
	Iteration 9Q: 3 clusters Score -939384.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -939465.125000 Penalty: 879.119263
	Iteration 10Q: 3 clusters Score -939465.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -939529.187500 Penalty: 879.119263
	Iteration 11Q: 3 clusters Score -939529.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -939595.937500 Penalty: 879.119263
	Iteration 12Q: 3 clusters Score -939595.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -939663.437500 Penalty: 879.119263
	Iteration 13Q: 3 clusters Score -939663.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -939726.687500 Penalty: 879.119263
	Iteration 14Q: 3 clusters Score -939726.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -939777.687500 Penalty: 879.119263
	Iteration 15Q: 3 clusters Score -939777.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -939817.000000 Penalty: 879.119263
	Iteration 16Q: 3 clusters Score -939817 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -939848.437500 Penalty: 879.119263
	Iteration 17Q: 3 clusters Score -939848.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -939872.875000 Penalty: 879.119263
	Iteration 18Q: 3 clusters Score -939872.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -939891.812500 Penalty: 879.119263
	Iteration 19Q: 3 clusters Score -939891.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -939912.937500 Penalty: 879.119263
	Iteration 20F: 3 clusters Score -939912.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -939938.187500 Penalty: 879.119263
	Iteration 21Q: 3 clusters Score -939938.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -939965.812500 Penalty: 879.119263
	Iteration 22Q: 3 clusters Score -939965.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -939989.000000 Penalty: 879.119263
	Iteration 23Q: 3 clusters Score -939989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -940003.937500 Penalty: 879.119263
	Iteration 24Q: 3 clusters Score -940003.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -940020.312500 Penalty: 879.119263
	Iteration 25Q: 3 clusters Score -940020.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -940033.812500 Penalty: 879.119263
	Iteration 26Q: 3 clusters Score -940033.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -940049.000000 Penalty: 879.119263
	Iteration 27Q: 3 clusters Score -940049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -940062.000000 Penalty: 879.119263
	Iteration 28Q: 3 clusters Score -940062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -940072.687500 Penalty: 879.119263
	Iteration 29Q: 3 clusters Score -940072.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -940079.500000 Penalty: 879.119263
	Iteration 30Q: 3 clusters Score -940079.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -940086.937500 Penalty: 879.119263
	Iteration 31Q: 3 clusters Score -940086.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -940092.125000 Penalty: 879.119263
	Iteration 32Q: 3 clusters Score -940092.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -940102.125000 Penalty: 879.119263
	Iteration 33Q: 3 clusters Score -940102.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -940110.937500 Penalty: 879.119263
	Iteration 34Q: 3 clusters Score -940110.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -940119.625000 Penalty: 879.119263
	Iteration 35Q: 3 clusters Score -940119.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -940129.000000 Penalty: 879.119263
	Iteration 36Q: 3 clusters Score -940129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -940137.250000 Penalty: 879.119263
	Iteration 37Q: 3 clusters Score -940137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -940145.250000 Penalty: 879.119263
	Iteration 38Q: 3 clusters Score -940145.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -940156.312500 Penalty: 879.119263
	Iteration 39Q: 3 clusters Score -940156.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -940174.687500 Penalty: 879.119263
	Iteration 40F: 3 clusters Score -940174.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -940181.125000 Penalty: 879.119263
	Iteration 41Q: 3 clusters Score -940181.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -940191.812500 Penalty: 879.119263
	Iteration 42Q: 3 clusters Score -940191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -940200.062500 Penalty: 879.119263
	Iteration 43Q: 3 clusters Score -940200.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -940204.500000 Penalty: 879.119263
	Iteration 44Q: 3 clusters Score -940204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -940205.125000 Penalty: 879.119263
	Iteration 45Q: 3 clusters Score -940205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -940209.687500 Penalty: 879.119263
	Iteration 46Q: 3 clusters Score -940209.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -940212.375000 Penalty: 879.119263
	Iteration 47Q: 3 clusters Score -940212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -940216.125000 Penalty: 879.119263
	Iteration 48Q: 3 clusters Score -940216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -940219.312500 Penalty: 879.119263
	Iteration 49Q: 3 clusters Score -940219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -940222.750000 Penalty: 879.119263
	Iteration 50Q: 3 clusters Score -940222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -940224.437500 Penalty: 879.119263
	Iteration 51Q: 3 clusters Score -940224.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -940229.000000 Penalty: 879.119263
	Iteration 52Q: 3 clusters Score -940229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -940230.375000 Penalty: 879.119263
	Iteration 53Q: 3 clusters Score -940230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -940230.250000 Penalty: 879.119263
	Iteration 54Q: 3 clusters Score -940230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -940232.875000 Penalty: 879.119263
	Iteration 55Q: 3 clusters Score -940232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -940231.375000 Penalty: 879.119263
	Iteration 56Q: 3 clusters Score -940231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -940232.687500 Penalty: 879.119263
	Iteration 57Q: 3 clusters Score -940232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -940232.500000 Penalty: 879.119263
	Iteration 58Q: 3 clusters Score -940232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -940232.500000 Penalty: 879.119263
	Iteration 59F: 3 clusters Score -940232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -66708.726562 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -66708.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65707.164062 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -65707.16 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66129.445312 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -66129.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -66247.578125 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -66247.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -66341.234375 Penalty: 650.642395
	Iteration 3F: 3 clusters Score -66341.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -66383.039062 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -66383.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -66399.000000 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -66399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -66409.171875 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -66409.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -66421.906250 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -66421.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -66428.507812 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -66428.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -66435.343750 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -66435.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -66447.773438 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -66447.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -66461.640625 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -66461.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -66479.070312 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -66479.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -66484.382812 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -66484.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -66492.445312 Penalty: 650.642395
	Iteration 14Q: 3 clusters Score -66492.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -66498.171875 Penalty: 650.642395
	Iteration 15Q: 3 clusters Score -66498.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -66502.414062 Penalty: 650.642395
	Iteration 16Q: 3 clusters Score -66502.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -66506.429688 Penalty: 650.642395
	Iteration 17Q: 3 clusters Score -66506.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -66508.421875 Penalty: 650.642395
	Iteration 18Q: 3 clusters Score -66508.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -66509.734375 Penalty: 650.642395
	Iteration 19Q: 3 clusters Score -66509.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -66510.664062 Penalty: 650.642395
	Iteration 20F: 3 clusters Score -66510.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -66512.000000 Penalty: 650.642395
	Iteration 21Q: 3 clusters Score -66512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -66514.164062 Penalty: 650.642395
	Iteration 22Q: 3 clusters Score -66514.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -66514.976562 Penalty: 650.642395
	Iteration 23Q: 3 clusters Score -66514.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66517.804688 Penalty: 650.642395
	Iteration 24Q: 3 clusters Score -66517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -66518.921875 Penalty: 650.642395
	Iteration 25Q: 3 clusters Score -66518.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -66519.546875 Penalty: 650.642395
	Iteration 26Q: 3 clusters Score -66519.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -66520.171875 Penalty: 650.642395
	Iteration 27Q: 3 clusters Score -66520.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -66520.468750 Penalty: 650.642395
	Iteration 28Q: 3 clusters Score -66520.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -66520.468750 Penalty: 650.642395
	Iteration 29F: 3 clusters Score -66520.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -532923.687500 Penalty: 413.419220
	Iteration 0F: 2 clusters Score -532923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -527028.250000 Penalty: 826.838440
	Iteration 0F: 3 clusters Score -527028.2 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -529337.125000 Penalty: 826.838440
	Iteration 1F: 3 clusters Score -529337.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -529652.062500 Penalty: 826.838440
	Iteration 2F: 3 clusters Score -529652.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -530004.875000 Penalty: 826.838440
	Iteration 3F: 3 clusters Score -530004.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -530362.875000 Penalty: 826.838440
	Iteration 4F: 3 clusters Score -530362.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -530738.625000 Penalty: 826.838440
	Iteration 5F: 3 clusters Score -530738.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -531138.562500 Penalty: 826.838440
	Iteration 6F: 3 clusters Score -531138.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -531444.875000 Penalty: 826.838440
	Iteration 7Q: 3 clusters Score -531444.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -531704.875000 Penalty: 826.838440
	Iteration 8Q: 3 clusters Score -531704.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -531922.437500 Penalty: 826.838440
	Iteration 9Q: 3 clusters Score -531922.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -532066.250000 Penalty: 826.838440
	Iteration 10Q: 3 clusters Score -532066.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -532168.750000 Penalty: 826.838440
	Iteration 11Q: 3 clusters Score -532168.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -532232.125000 Penalty: 826.838440
	Iteration 12Q: 3 clusters Score -532232.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -532281.812500 Penalty: 826.838440
	Iteration 13Q: 3 clusters Score -532281.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -532329.125000 Penalty: 826.838440
	Iteration 14Q: 3 clusters Score -532329.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -532376.500000 Penalty: 826.838440
	Iteration 15Q: 3 clusters Score -532376.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -532415.625000 Penalty: 826.838440
	Iteration 16Q: 3 clusters Score -532415.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -532446.812500 Penalty: 826.838440
	Iteration 17Q: 3 clusters Score -532446.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -532470.687500 Penalty: 826.838440
	Iteration 18Q: 3 clusters Score -532470.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -532490.437500 Penalty: 826.838440
	Iteration 19Q: 3 clusters Score -532490.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -532506.437500 Penalty: 826.838440
	Iteration 20F: 3 clusters Score -532506.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -532525.562500 Penalty: 826.838440
	Iteration 21Q: 3 clusters Score -532525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -532538.375000 Penalty: 826.838440
	Iteration 22Q: 3 clusters Score -532538.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -532552.687500 Penalty: 826.838440
	Iteration 23Q: 3 clusters Score -532552.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -532565.000000 Penalty: 826.838440
	Iteration 24Q: 3 clusters Score -532565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -532573.125000 Penalty: 826.838440
	Iteration 25Q: 3 clusters Score -532573.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -532582.750000 Penalty: 826.838440
	Iteration 26Q: 3 clusters Score -532582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -532587.937500 Penalty: 826.838440
	Iteration 27Q: 3 clusters Score -532587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -532590.312500 Penalty: 826.838440
	Iteration 28Q: 3 clusters Score -532590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -532593.625000 Penalty: 826.838440
	Iteration 29Q: 3 clusters Score -532593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -532596.562500 Penalty: 826.838440
	Iteration 30Q: 3 clusters Score -532596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -532597.750000 Penalty: 826.838440
	Iteration 31Q: 3 clusters Score -532597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -532599.875000 Penalty: 826.838440
	Iteration 32Q: 3 clusters Score -532599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -532601.062500 Penalty: 826.838440
	Iteration 33Q: 3 clusters Score -532601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -532599.812500 Penalty: 826.838440
	Iteration 34Q: 3 clusters Score -532599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -532600.250000 Penalty: 826.838440
	Iteration 35Q: 3 clusters Score -532600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -532601.312500 Penalty: 826.838440
	Iteration 36Q: 3 clusters Score -532601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -532601.562500 Penalty: 826.838440
	Iteration 37Q: 3 clusters Score -532601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -532602.812500 Penalty: 826.838440
	Iteration 38Q: 3 clusters Score -532602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -532602.062500 Penalty: 826.838440
	Iteration 39Q: 3 clusters Score -532602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -532602.937500 Penalty: 826.838440
	Iteration 40F: 3 clusters Score -532602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -82263.484375 Penalty: 328.990631
	Iteration 0F: 2 clusters Score -82263.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -81201.726562 Penalty: 657.981262
	Iteration 0F: 3 clusters Score -81201.73 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81542.148438 Penalty: 657.981262
	Iteration 1F: 3 clusters Score -81542.15 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81624.953125 Penalty: 657.981262
	Iteration 2F: 3 clusters Score -81624.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -81686.382812 Penalty: 657.981262
	Iteration 3F: 3 clusters Score -81686.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81745.695312 Penalty: 657.981262
	Iteration 4F: 3 clusters Score -81745.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -81784.531250 Penalty: 657.981262
	Iteration 5Q: 3 clusters Score -81784.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -81804.945312 Penalty: 657.981262
	Iteration 6Q: 3 clusters Score -81804.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81823.632812 Penalty: 657.981262
	Iteration 7Q: 3 clusters Score -81823.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81840.710938 Penalty: 657.981262
	Iteration 8Q: 3 clusters Score -81840.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -81854.085938 Penalty: 657.981262
	Iteration 9Q: 3 clusters Score -81854.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -81867.101562 Penalty: 657.981262
	Iteration 10Q: 3 clusters Score -81867.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -81878.648438 Penalty: 657.981262
	Iteration 11Q: 3 clusters Score -81878.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -81888.437500 Penalty: 657.981262
	Iteration 12Q: 3 clusters Score -81888.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -81897.484375 Penalty: 657.981262
	Iteration 13Q: 3 clusters Score -81897.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -81905.257812 Penalty: 657.981262
	Iteration 14Q: 3 clusters Score -81905.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -81908.476562 Penalty: 657.981262
	Iteration 15Q: 3 clusters Score -81908.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -81913.023438 Penalty: 657.981262
	Iteration 16Q: 3 clusters Score -81913.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81915.070312 Penalty: 657.981262
	Iteration 17Q: 3 clusters Score -81915.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -81916.625000 Penalty: 657.981262
	Iteration 18Q: 3 clusters Score -81916.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -81917.007812 Penalty: 657.981262
	Iteration 19Q: 3 clusters Score -81917.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -81917.218750 Penalty: 657.981262
	Iteration 20F: 3 clusters Score -81917.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -25844.392578 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -25844.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25429.275391 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -25429.28 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25609.316406 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -25609.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25668.250000 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -25668.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25680.939453 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -25680.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25700.281250 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -25700.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25717.556641 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -25717.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25731.156250 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -25731.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25748.275391 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -25748.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25765.824219 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -25765.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25774.460938 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -25774.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25777.937500 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -25777.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25786.175781 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -25786.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25790.183594 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -25790.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25792.378906 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -25792.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25793.001953 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -25793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25793.001953 Penalty: 553.273926
	Iteration 15F: 3 clusters Score -25793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -40394.539062 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40394.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39805.621094 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -39805.62 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39976.070312 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -39976.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40009.250000 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -40009.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40019.375000 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -40019.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40025.992188 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -40025.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40031.035156 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -40031.04 nChanged 8
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: -40033.925781 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -40033.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40035.480469 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40035.48 nChanged 3
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: -40036.281250 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40036.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40037.675781 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40037.68 nChanged 5
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: -40039.941406 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40039.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40044.152344 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40044.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40049.023438 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40049.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40053.652344 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40053.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40063.113281 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40063.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40072.437500 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40072.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40076.402344 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40080.070312 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40080.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40083.281250 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40083.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40086.386719 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -40086.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40089.164062 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -40089.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40090.035156 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -40090.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40090.695312 Penalty: 591.753906
	Iteration 22Q: 3 clusters Score -40090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40091.152344 Penalty: 591.753906
	Iteration 23Q: 3 clusters Score -40091.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40091.152344 Penalty: 591.753906
	Iteration 24F: 3 clusters Score -40091.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -16452.994141 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16452.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16129.145508 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16129.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16231.822266 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16231.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16253.154297 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16253.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16259.300781 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16261.488281 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16261.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16268.281250 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16268.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16271.938477 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16271.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16271.938477 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -16271.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -48611.562500 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -48611.56 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 446 members 
Entering Unmasked Estep 
Score: -47906.742188 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -47906.74 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48085.222656 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -48085.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48153.539062 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -48153.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48194.925781 Penalty: 613.064026
	Iteration 3F: 3 clusters Score -48194.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -48215.042969 Penalty: 613.064026
	Iteration 4Q: 3 clusters Score -48215.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48231.753906 Penalty: 613.064026
	Iteration 5Q: 3 clusters Score -48231.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -48252.128906 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -48252.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -48260.515625 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -48260.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48265.777344 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -48265.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -48269.949219 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -48269.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -48276.125000 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -48276.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -48281.292969 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -48281.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48287.957031 Penalty: 613.064026
	Iteration 12Q: 3 clusters Score -48287.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -48291.765625 Penalty: 613.064026
	Iteration 13Q: 3 clusters Score -48291.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -48296.726562 Penalty: 613.064026
	Iteration 14Q: 3 clusters Score -48296.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -48299.425781 Penalty: 613.064026
	Iteration 15Q: 3 clusters Score -48299.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48301.601562 Penalty: 613.064026
	Iteration 16Q: 3 clusters Score -48301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -48302.996094 Penalty: 613.064026
	Iteration 17Q: 3 clusters Score -48303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -48305.933594 Penalty: 613.064026
	Iteration 18Q: 3 clusters Score -48305.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -48309.250000 Penalty: 613.064026
	Iteration 19Q: 3 clusters Score -48309.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -48309.621094 Penalty: 613.064026
	Iteration 20F: 3 clusters Score -48309.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48310.339844 Penalty: 613.064026
	Iteration 21Q: 3 clusters Score -48310.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48310.339844 Penalty: 613.064026
	Iteration 22F: 3 clusters Score -48310.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -417216.218750 Penalty: 404.136200
	Iteration 0F: 2 clusters Score -417216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -412444.343750 Penalty: 808.272400
	Iteration 0F: 3 clusters Score -412444.3 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -414507.562500 Penalty: 808.272400
	Iteration 1F: 3 clusters Score -414507.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -414841.031250 Penalty: 808.272400
	Iteration 2F: 3 clusters Score -414841 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -415212.937500 Penalty: 808.272400
	Iteration 3F: 3 clusters Score -415212.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -415607.937500 Penalty: 808.272400
	Iteration 4F: 3 clusters Score -415607.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -415933.937500 Penalty: 808.272400
	Iteration 5F: 3 clusters Score -415933.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -416189.031250 Penalty: 808.272400
	Iteration 6Q: 3 clusters Score -416189 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -416366.031250 Penalty: 808.272400
	Iteration 7Q: 3 clusters Score -416366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -416474.593750 Penalty: 808.272400
	Iteration 8Q: 3 clusters Score -416474.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -416580.562500 Penalty: 808.272400
	Iteration 9Q: 3 clusters Score -416580.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -416683.593750 Penalty: 808.272400
	Iteration 10Q: 3 clusters Score -416683.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -416762.250000 Penalty: 808.272400
	Iteration 11Q: 3 clusters Score -416762.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -416820.468750 Penalty: 808.272400
	Iteration 12Q: 3 clusters Score -416820.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -416876.781250 Penalty: 808.272400
	Iteration 13Q: 3 clusters Score -416876.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -416927.968750 Penalty: 808.272400
	Iteration 14Q: 3 clusters Score -416928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -416957.375000 Penalty: 808.272400
	Iteration 15Q: 3 clusters Score -416957.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -416987.031250 Penalty: 808.272400
	Iteration 16Q: 3 clusters Score -416987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -417011.625000 Penalty: 808.272400
	Iteration 17Q: 3 clusters Score -417011.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -417023.250000 Penalty: 808.272400
	Iteration 18Q: 3 clusters Score -417023.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -417028.656250 Penalty: 808.272400
	Iteration 19Q: 3 clusters Score -417028.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -417033.531250 Penalty: 808.272400
	Iteration 20F: 3 clusters Score -417033.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -417037.343750 Penalty: 808.272400
	Iteration 21Q: 3 clusters Score -417037.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -417042.218750 Penalty: 808.272400
	Iteration 22Q: 3 clusters Score -417042.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -417045.062500 Penalty: 808.272400
	Iteration 23Q: 3 clusters Score -417045.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -417050.000000 Penalty: 808.272400
	Iteration 24Q: 3 clusters Score -417050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -417052.343750 Penalty: 808.272400
	Iteration 25Q: 3 clusters Score -417052.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -417056.625000 Penalty: 808.272400
	Iteration 26Q: 3 clusters Score -417056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -417058.093750 Penalty: 808.272400
	Iteration 27Q: 3 clusters Score -417058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -417060.718750 Penalty: 808.272400
	Iteration 28Q: 3 clusters Score -417060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -417062.375000 Penalty: 808.272400
	Iteration 29Q: 3 clusters Score -417062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -417064.250000 Penalty: 808.272400
	Iteration 30Q: 3 clusters Score -417064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -417063.968750 Penalty: 808.272400
	Iteration 31Q: 3 clusters Score -417064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -417065.281250 Penalty: 808.272400
	Iteration 32Q: 3 clusters Score -417065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -417065.437500 Penalty: 808.272400
	Iteration 33Q: 3 clusters Score -417065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -417064.968750 Penalty: 808.272400
	Iteration 34Q: 3 clusters Score -417065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -417064.968750 Penalty: 808.272400
	Iteration 35F: 3 clusters Score -417065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -873746.750000 Penalty: 435.532013
	Iteration 0F: 2 clusters Score -873746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -864220.125000 Penalty: 871.064026
	Iteration 0F: 3 clusters Score -864220.1 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -868123.437500 Penalty: 871.064026
	Iteration 1F: 3 clusters Score -868123.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -868584.500000 Penalty: 871.064026
	Iteration 2F: 3 clusters Score -868584.5 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -869373.875000 Penalty: 871.064026
	Iteration 3F: 3 clusters Score -869373.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -870444.750000 Penalty: 871.064026
	Iteration 4F: 3 clusters Score -870444.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -871571.812500 Penalty: 871.064026
	Iteration 5F: 3 clusters Score -871571.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -872448.437500 Penalty: 871.064026
	Iteration 6F: 3 clusters Score -872448.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -872963.687500 Penalty: 871.064026
	Iteration 7Q: 3 clusters Score -872963.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -873172.125000 Penalty: 871.064026
	Iteration 8Q: 3 clusters Score -873172.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -873274.375000 Penalty: 871.064026
	Iteration 9Q: 3 clusters Score -873274.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -873329.062500 Penalty: 871.064026
	Iteration 10Q: 3 clusters Score -873329.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -873357.062500 Penalty: 871.064026
	Iteration 11Q: 3 clusters Score -873357.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -873373.312500 Penalty: 871.064026
	Iteration 12Q: 3 clusters Score -873373.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -873398.250000 Penalty: 871.064026
	Iteration 13Q: 3 clusters Score -873398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -873413.812500 Penalty: 871.064026
	Iteration 14Q: 3 clusters Score -873413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -873421.625000 Penalty: 871.064026
	Iteration 15Q: 3 clusters Score -873421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -873426.125000 Penalty: 871.064026
	Iteration 16Q: 3 clusters Score -873426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -873429.375000 Penalty: 871.064026
	Iteration 17Q: 3 clusters Score -873429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -873431.000000 Penalty: 871.064026
	Iteration 18Q: 3 clusters Score -873431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -873434.062500 Penalty: 871.064026
	Iteration 19Q: 3 clusters Score -873434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -873441.250000 Penalty: 871.064026
	Iteration 20F: 3 clusters Score -873441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -873445.250000 Penalty: 871.064026
	Iteration 21Q: 3 clusters Score -873445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -873446.312500 Penalty: 871.064026
	Iteration 22Q: 3 clusters Score -873446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -873446.312500 Penalty: 871.064026
	Iteration 23F: 3 clusters Score -873446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -24828.029297 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -24828.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24405.921875 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -24405.92 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24604.140625 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -24604.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24700.875000 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -24700.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24731.039062 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -24731.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24745.580078 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -24745.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24751.498047 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -24751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24755.980469 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -24755.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24758.253906 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -24758.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24759.695312 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -24759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24759.964844 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -24759.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24759.964844 Penalty: 554.103088
	Iteration 10F: 3 clusters Score -24759.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -6854.291992 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -6854.292 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 123 members 
Entering Unmasked Estep 
Score: -6530.153320 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -6530.153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6652.183594 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -6652.184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6688.146484 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -6688.146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6711.255859 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -6711.256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6745.114746 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -6745.115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6756.668945 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -6756.669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6766.278320 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -6766.278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6769.713379 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -6769.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6771.694824 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -6771.695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6773.824219 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -6773.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6773.824219 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -6773.824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Entering Unmasked Estep 
Score: -612297.062500 Penalty: 419.993805
	Iteration 0F: 2 clusters Score -612297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -605504.250000 Penalty: 839.987610
	Iteration 0F: 3 clusters Score -605504.2 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -608030.562500 Penalty: 839.987610
	Iteration 1F: 3 clusters Score -608030.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -608111.812500 Penalty: 839.987610
	Iteration 2Q: 3 clusters Score -608111.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -608192.437500 Penalty: 839.987610
	Iteration 3Q: 3 clusters Score -608192.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -608272.812500 Penalty: 839.987610
	Iteration 4Q: 3 clusters Score -608272.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -608380.375000 Penalty: 839.987610
	Iteration 5Q: 3 clusters Score -608380.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -608497.562500 Penalty: 839.987610
	Iteration 6Q: 3 clusters Score -608497.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -608620.375000 Penalty: 839.987610
	Iteration 7Q: 3 clusters Score -608620.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -608738.312500 Penalty: 839.987610
	Iteration 8Q: 3 clusters Score -608738.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -608844.062500 Penalty: 839.987610
	Iteration 9Q: 3 clusters Score -608844.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -608979.812500 Penalty: 839.987610
	Iteration 10Q: 3 clusters Score -608979.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -609133.437500 Penalty: 839.987610
	Iteration 11Q: 3 clusters Score -609133.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -609330.750000 Penalty: 839.987610
	Iteration 12Q: 3 clusters Score -609330.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -609604.562500 Penalty: 839.987610
	Iteration 13Q: 3 clusters Score -609604.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -610019.875000 Penalty: 839.987610
	Iteration 14F: 3 clusters Score -610019.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -610529.625000 Penalty: 839.987610
	Iteration 15F: 3 clusters Score -610529.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -611022.125000 Penalty: 839.987610
	Iteration 16F: 3 clusters Score -611022.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -611437.187500 Penalty: 839.987610
	Iteration 17Q: 3 clusters Score -611437.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -611693.500000 Penalty: 839.987610
	Iteration 18Q: 3 clusters Score -611693.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -611823.062500 Penalty: 839.987610
	Iteration 19Q: 3 clusters Score -611823.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -611881.625000 Penalty: 839.987610
	Iteration 20F: 3 clusters Score -611881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -611904.437500 Penalty: 839.987610
	Iteration 21Q: 3 clusters Score -611904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -611909.812500 Penalty: 839.987610
	Iteration 22Q: 3 clusters Score -611909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -611915.937500 Penalty: 839.987610
	Iteration 23Q: 3 clusters Score -611915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -611921.875000 Penalty: 839.987610
	Iteration 24Q: 3 clusters Score -611921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -611924.312500 Penalty: 839.987610
	Iteration 25Q: 3 clusters Score -611924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -611927.750000 Penalty: 839.987610
	Iteration 26Q: 3 clusters Score -611927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -611935.875000 Penalty: 839.987610
	Iteration 27Q: 3 clusters Score -611935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -611940.187500 Penalty: 839.987610
	Iteration 28Q: 3 clusters Score -611940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -611942.750000 Penalty: 839.987610
	Iteration 29Q: 3 clusters Score -611942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -611942.750000 Penalty: 839.987610
	Iteration 30F: 3 clusters Score -611942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Entering Unmasked Estep 
Score: -4363283.000000 Penalty: 509.335175
	Iteration 0F: 2 clusters Score -4363283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4314229.500000 Penalty: 1018.670349
	Iteration 0F: 3 clusters Score -4314230 nChanged 35575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4334868.500000 Penalty: 1018.670349
	Iteration 1F: 3 clusters Score -4334868 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4335144.000000 Penalty: 1018.670349
	Iteration 2Q: 3 clusters Score -4335144 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4335529.500000 Penalty: 1018.670349
	Iteration 3Q: 3 clusters Score -4335530 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -4336139.000000 Penalty: 1018.670349
	Iteration 4Q: 3 clusters Score -4336139 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -4337226.000000 Penalty: 1018.670349
	Iteration 5Q: 3 clusters Score -4337226 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -4339353.500000 Penalty: 1018.670349
	Iteration 6F: 3 clusters Score -4339354 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -4343414.000000 Penalty: 1018.670349
	Iteration 7F: 3 clusters Score -4343414 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -4349651.500000 Penalty: 1018.670349
	Iteration 8F: 3 clusters Score -4349652 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -4356266.500000 Penalty: 1018.670349
	Iteration 9F: 3 clusters Score -4356266 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -4360654.000000 Penalty: 1018.670349
	Iteration 10F: 3 clusters Score -4360654 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -4362342.000000 Penalty: 1018.670349
	Iteration 11Q: 3 clusters Score -4362342 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -4362720.500000 Penalty: 1018.670349
	Iteration 12Q: 3 clusters Score -4362720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -4362793.000000 Penalty: 1018.670349
	Iteration 13Q: 3 clusters Score -4362793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -4362810.500000 Penalty: 1018.670349
	Iteration 14Q: 3 clusters Score -4362810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -4362816.500000 Penalty: 1018.670349
	Iteration 15Q: 3 clusters Score -4362816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -4362821.000000 Penalty: 1018.670349
	Iteration 16Q: 3 clusters Score -4362821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -4362836.500000 Penalty: 1018.670349
	Iteration 17Q: 3 clusters Score -4362836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -4362836.500000 Penalty: 1018.670349
	Iteration 18F: 3 clusters Score -4362836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -1154482.750000 Penalty: 448.971130
	Iteration 0F: 2 clusters Score -1154483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1141613.500000 Penalty: 897.942261
	Iteration 0F: 3 clusters Score -1141614 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1147367.750000 Penalty: 897.942261
	Iteration 1F: 3 clusters Score -1147368 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1148109.875000 Penalty: 897.942261
	Iteration 2F: 3 clusters Score -1148110 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1149104.500000 Penalty: 897.942261
	Iteration 3F: 3 clusters Score -1149104 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1150140.375000 Penalty: 897.942261
	Iteration 4F: 3 clusters Score -1150140 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1150936.750000 Penalty: 897.942261
	Iteration 5F: 3 clusters Score -1150937 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1151423.625000 Penalty: 897.942261
	Iteration 6Q: 3 clusters Score -1151424 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1151669.125000 Penalty: 897.942261
	Iteration 7Q: 3 clusters Score -1151669 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1151805.500000 Penalty: 897.942261
	Iteration 8Q: 3 clusters Score -1151806 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1151922.625000 Penalty: 897.942261
	Iteration 9Q: 3 clusters Score -1151923 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1152045.875000 Penalty: 897.942261
	Iteration 10Q: 3 clusters Score -1152046 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1152175.375000 Penalty: 897.942261
	Iteration 11Q: 3 clusters Score -1152175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1152301.875000 Penalty: 897.942261
	Iteration 12Q: 3 clusters Score -1152302 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1152431.250000 Penalty: 897.942261
	Iteration 13Q: 3 clusters Score -1152431 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1152538.375000 Penalty: 897.942261
	Iteration 14Q: 3 clusters Score -1152538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1152630.875000 Penalty: 897.942261
	Iteration 15Q: 3 clusters Score -1152631 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1152710.000000 Penalty: 897.942261
	Iteration 16Q: 3 clusters Score -1152710 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1152789.875000 Penalty: 897.942261
	Iteration 17Q: 3 clusters Score -1152790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1152854.250000 Penalty: 897.942261
	Iteration 18Q: 3 clusters Score -1152854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1152905.125000 Penalty: 897.942261
	Iteration 19Q: 3 clusters Score -1152905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1152941.125000 Penalty: 897.942261
	Iteration 20F: 3 clusters Score -1152941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1152974.875000 Penalty: 897.942261
	Iteration 21Q: 3 clusters Score -1152975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1152997.750000 Penalty: 897.942261
	Iteration 22Q: 3 clusters Score -1152998 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1153016.250000 Penalty: 897.942261
	Iteration 23Q: 3 clusters Score -1153016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1153034.125000 Penalty: 897.942261
	Iteration 24Q: 3 clusters Score -1153034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1153045.375000 Penalty: 897.942261
	Iteration 25Q: 3 clusters Score -1153045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1153051.625000 Penalty: 897.942261
	Iteration 26Q: 3 clusters Score -1153052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1153064.375000 Penalty: 897.942261
	Iteration 27Q: 3 clusters Score -1153064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1153070.125000 Penalty: 897.942261
	Iteration 28Q: 3 clusters Score -1153070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1153077.125000 Penalty: 897.942261
	Iteration 29Q: 3 clusters Score -1153077 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1153084.750000 Penalty: 897.942261
	Iteration 30Q: 3 clusters Score -1153085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1153093.250000 Penalty: 897.942261
	Iteration 31Q: 3 clusters Score -1153093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1153104.250000 Penalty: 897.942261
	Iteration 32Q: 3 clusters Score -1153104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1153113.625000 Penalty: 897.942261
	Iteration 33Q: 3 clusters Score -1153114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1153122.625000 Penalty: 897.942261
	Iteration 34Q: 3 clusters Score -1153123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1153134.125000 Penalty: 897.942261
	Iteration 35Q: 3 clusters Score -1153134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1153134.875000 Penalty: 897.942261
	Iteration 36Q: 3 clusters Score -1153135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1153148.625000 Penalty: 897.942261
	Iteration 37Q: 3 clusters Score -1153149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1153159.875000 Penalty: 897.942261
	Iteration 38Q: 3 clusters Score -1153160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1153171.875000 Penalty: 897.942261
	Iteration 39Q: 3 clusters Score -1153172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1153181.500000 Penalty: 897.942261
	Iteration 40F: 3 clusters Score -1153182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1153193.500000 Penalty: 897.942261
	Iteration 41Q: 3 clusters Score -1153194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1153203.875000 Penalty: 897.942261
	Iteration 42Q: 3 clusters Score -1153204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1153210.500000 Penalty: 897.942261
	Iteration 43Q: 3 clusters Score -1153210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1153217.375000 Penalty: 897.942261
	Iteration 44Q: 3 clusters Score -1153217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1153232.000000 Penalty: 897.942261
	Iteration 45Q: 3 clusters Score -1153232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1153247.750000 Penalty: 897.942261
	Iteration 46Q: 3 clusters Score -1153248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1153255.750000 Penalty: 897.942261
	Iteration 47Q: 3 clusters Score -1153256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1153266.125000 Penalty: 897.942261
	Iteration 48Q: 3 clusters Score -1153266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1153273.500000 Penalty: 897.942261
	Iteration 49Q: 3 clusters Score -1153274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1153282.750000 Penalty: 897.942261
	Iteration 50Q: 3 clusters Score -1153283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1153294.000000 Penalty: 897.942261
	Iteration 51Q: 3 clusters Score -1153294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1153300.875000 Penalty: 897.942261
	Iteration 52Q: 3 clusters Score -1153301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1153310.750000 Penalty: 897.942261
	Iteration 53Q: 3 clusters Score -1153311 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1153320.625000 Penalty: 897.942261
	Iteration 54Q: 3 clusters Score -1153321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1153331.000000 Penalty: 897.942261
	Iteration 55Q: 3 clusters Score -1153331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1153340.500000 Penalty: 897.942261
	Iteration 56Q: 3 clusters Score -1153340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1153354.250000 Penalty: 897.942261
	Iteration 57Q: 3 clusters Score -1153354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1153362.125000 Penalty: 897.942261
	Iteration 58Q: 3 clusters Score -1153362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1153373.000000 Penalty: 897.942261
	Iteration 59Q: 3 clusters Score -1153373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1153381.625000 Penalty: 897.942261
	Iteration 60F: 3 clusters Score -1153382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1153391.500000 Penalty: 897.942261
	Iteration 61Q: 3 clusters Score -1153392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1153410.875000 Penalty: 897.942261
	Iteration 62Q: 3 clusters Score -1153411 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1153429.875000 Penalty: 897.942261
	Iteration 63Q: 3 clusters Score -1153430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1153441.875000 Penalty: 897.942261
	Iteration 64Q: 3 clusters Score -1153442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1153448.750000 Penalty: 897.942261
	Iteration 65Q: 3 clusters Score -1153449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1153464.250000 Penalty: 897.942261
	Iteration 66Q: 3 clusters Score -1153464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1153478.500000 Penalty: 897.942261
	Iteration 67Q: 3 clusters Score -1153478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1153496.750000 Penalty: 897.942261
	Iteration 68Q: 3 clusters Score -1153497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1153517.750000 Penalty: 897.942261
	Iteration 69Q: 3 clusters Score -1153518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1153537.500000 Penalty: 897.942261
	Iteration 70Q: 3 clusters Score -1153538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1153565.375000 Penalty: 897.942261
	Iteration 71Q: 3 clusters Score -1153565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1153591.375000 Penalty: 897.942261
	Iteration 72Q: 3 clusters Score -1153591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1153616.625000 Penalty: 897.942261
	Iteration 73Q: 3 clusters Score -1153617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1153642.000000 Penalty: 897.942261
	Iteration 74Q: 3 clusters Score -1153642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1153662.250000 Penalty: 897.942261
	Iteration 75Q: 3 clusters Score -1153662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1153683.625000 Penalty: 897.942261
	Iteration 76Q: 3 clusters Score -1153684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1153704.125000 Penalty: 897.942261
	Iteration 77Q: 3 clusters Score -1153704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1153724.750000 Penalty: 897.942261
	Iteration 78Q: 3 clusters Score -1153725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1153746.000000 Penalty: 897.942261
	Iteration 79Q: 3 clusters Score -1153746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1153773.750000 Penalty: 897.942261
	Iteration 80F: 3 clusters Score -1153774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1153791.000000 Penalty: 897.942261
	Iteration 81Q: 3 clusters Score -1153791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1153804.500000 Penalty: 897.942261
	Iteration 82Q: 3 clusters Score -1153804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1153810.375000 Penalty: 897.942261
	Iteration 83Q: 3 clusters Score -1153810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1153821.125000 Penalty: 897.942261
	Iteration 84Q: 3 clusters Score -1153821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1153832.500000 Penalty: 897.942261
	Iteration 85Q: 3 clusters Score -1153832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1153845.125000 Penalty: 897.942261
	Iteration 86Q: 3 clusters Score -1153845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1153853.625000 Penalty: 897.942261
	Iteration 87Q: 3 clusters Score -1153854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1153865.375000 Penalty: 897.942261
	Iteration 88Q: 3 clusters Score -1153865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1153876.750000 Penalty: 897.942261
	Iteration 89Q: 3 clusters Score -1153877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1153883.625000 Penalty: 897.942261
	Iteration 90Q: 3 clusters Score -1153884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1153898.875000 Penalty: 897.942261
	Iteration 91Q: 3 clusters Score -1153899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1153911.750000 Penalty: 897.942261
	Iteration 92Q: 3 clusters Score -1153912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1153926.500000 Penalty: 897.942261
	Iteration 93Q: 3 clusters Score -1153926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1153942.750000 Penalty: 897.942261
	Iteration 94Q: 3 clusters Score -1153943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1153952.125000 Penalty: 897.942261
	Iteration 95Q: 3 clusters Score -1153952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1153964.000000 Penalty: 897.942261
	Iteration 96Q: 3 clusters Score -1153964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1153978.125000 Penalty: 897.942261
	Iteration 97Q: 3 clusters Score -1153978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1153992.375000 Penalty: 897.942261
	Iteration 98Q: 3 clusters Score -1153992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1154006.625000 Penalty: 897.942261
	Iteration 99Q: 3 clusters Score -1154007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1154021.000000 Penalty: 897.942261
	Iteration 100F: 3 clusters Score -1154021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1154028.750000 Penalty: 897.942261
	Iteration 101Q: 3 clusters Score -1154029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1154043.625000 Penalty: 897.942261
	Iteration 102Q: 3 clusters Score -1154044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1154058.125000 Penalty: 897.942261
	Iteration 103Q: 3 clusters Score -1154058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1154069.750000 Penalty: 897.942261
	Iteration 104Q: 3 clusters Score -1154070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1154078.375000 Penalty: 897.942261
	Iteration 105Q: 3 clusters Score -1154078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1154086.875000 Penalty: 897.942261
	Iteration 106Q: 3 clusters Score -1154087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1154103.000000 Penalty: 897.942261
	Iteration 107Q: 3 clusters Score -1154103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1154112.875000 Penalty: 897.942261
	Iteration 108Q: 3 clusters Score -1154113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1154122.000000 Penalty: 897.942261
	Iteration 109Q: 3 clusters Score -1154122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1154130.000000 Penalty: 897.942261
	Iteration 110Q: 3 clusters Score -1154130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1154132.000000 Penalty: 897.942261
	Iteration 111Q: 3 clusters Score -1154132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1154134.875000 Penalty: 897.942261
	Iteration 112Q: 3 clusters Score -1154135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1154134.375000 Penalty: 897.942261
	Iteration 113Q: 3 clusters Score -1154134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1154136.750000 Penalty: 897.942261
	Iteration 114Q: 3 clusters Score -1154137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1154139.000000 Penalty: 897.942261
	Iteration 115Q: 3 clusters Score -1154139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1154139.875000 Penalty: 897.942261
	Iteration 116Q: 3 clusters Score -1154140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1154142.250000 Penalty: 897.942261
	Iteration 117Q: 3 clusters Score -1154142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1154141.750000 Penalty: 897.942261
	Iteration 118Q: 3 clusters Score -1154142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1154143.250000 Penalty: 897.942261
	Iteration 119Q: 3 clusters Score -1154143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1154145.500000 Penalty: 897.942261
	Iteration 120F: 3 clusters Score -1154146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1154146.750000 Penalty: 897.942261
	Iteration 121Q: 3 clusters Score -1154147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1154146.875000 Penalty: 897.942261
	Iteration 122Q: 3 clusters Score -1154147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1154147.500000 Penalty: 897.942261
	Iteration 123Q: 3 clusters Score -1154148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1154147.250000 Penalty: 897.942261
	Iteration 124Q: 3 clusters Score -1154147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1154149.000000 Penalty: 897.942261
	Iteration 125Q: 3 clusters Score -1154149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1154149.875000 Penalty: 897.942261
	Iteration 126Q: 3 clusters Score -1154150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1154149.875000 Penalty: 897.942261
	Iteration 127F: 3 clusters Score -1154150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -10861.998047 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -10862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10582.867188 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -10582.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10670.341797 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -10670.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10725.312500 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -10725.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10751.889648 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -10751.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10762.117188 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -10762.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10774.062500 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -10774.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10779.540039 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -10779.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10793.261719 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -10793.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10809.146484 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -10809.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10817.735352 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -10817.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10817.735352 Penalty: 488.303802
	Iteration 10F: 3 clusters Score -10817.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Entering Unmasked Estep 
Score: -8684098.000000 Penalty: 540.700623
	Iteration 0F: 2 clusters Score -8684098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -8590855.000000 Penalty: 1081.401245
	Iteration 0F: 3 clusters Score -8590855 nChanged 71261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -8634299.000000 Penalty: 1081.401245
	Iteration 1F: 3 clusters Score -8634299 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -8637222.000000 Penalty: 1081.401245
	Iteration 2Q: 3 clusters Score -8637222 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -8642700.000000 Penalty: 1081.401245
	Iteration 3F: 3 clusters Score -8642700 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8651403.000000 Penalty: 1081.401245
	Iteration 4F: 3 clusters Score -8651403 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8662203.000000 Penalty: 1081.401245
	Iteration 5F: 3 clusters Score -8662203 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -8672119.000000 Penalty: 1081.401245
	Iteration 6F: 3 clusters Score -8672119 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -8678126.000000 Penalty: 1081.401245
	Iteration 7F: 3 clusters Score -8678126 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -8680963.000000 Penalty: 1081.401245
	Iteration 8Q: 3 clusters Score -8680963 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -8682475.000000 Penalty: 1081.401245
	Iteration 9Q: 3 clusters Score -8682475 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8683306.000000 Penalty: 1081.401245
	Iteration 10Q: 3 clusters Score -8683306 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8683548.000000 Penalty: 1081.401245
	Iteration 11Q: 3 clusters Score -8683548 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8683718.000000 Penalty: 1081.401245
	Iteration 12Q: 3 clusters Score -8683718 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8683835.000000 Penalty: 1081.401245
	Iteration 13Q: 3 clusters Score -8683835 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142852 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8683935.000000 Penalty: 1081.401245
	Iteration 14Q: 3 clusters Score -8683935 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143116 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8683966.000000 Penalty: 1081.401245
	Iteration 15Q: 3 clusters Score -8683966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8684007.000000 Penalty: 1081.401245
	Iteration 16Q: 3 clusters Score -8684007 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8684018.000000 Penalty: 1081.401245
	Iteration 17Q: 3 clusters Score -8684018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8684032.000000 Penalty: 1081.401245
	Iteration 18Q: 3 clusters Score -8684032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8684011.000000 Penalty: 1081.401245
	Iteration 19Q: 3 clusters Score -8684011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8684009.000000 Penalty: 1081.401245
	Iteration 20F: 3 clusters Score -8684009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8684007.000000 Penalty: 1081.401245
	Iteration 21Q: 3 clusters Score -8684007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8683974.000000 Penalty: 1081.401245
	Iteration 22Q: 3 clusters Score -8683974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8683954.000000 Penalty: 1081.401245
	Iteration 23Q: 3 clusters Score -8683954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8683962.000000 Penalty: 1081.401245
	Iteration 24Q: 3 clusters Score -8683962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8683950.000000 Penalty: 1081.401245
	Iteration 25Q: 3 clusters Score -8683950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8683947.000000 Penalty: 1081.401245
	Iteration 26Q: 3 clusters Score -8683947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8683924.000000 Penalty: 1081.401245
	Iteration 27Q: 3 clusters Score -8683924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8683914.000000 Penalty: 1081.401245
	Iteration 28Q: 3 clusters Score -8683914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8683902.000000 Penalty: 1081.401245
	Iteration 29Q: 3 clusters Score -8683902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144238 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8683891.000000 Penalty: 1081.401245
	Iteration 30Q: 3 clusters Score -8683891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8683894.000000 Penalty: 1081.401245
	Iteration 31Q: 3 clusters Score -8683894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8683904.000000 Penalty: 1081.401245
	Iteration 32Q: 3 clusters Score -8683904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8683902.000000 Penalty: 1081.401245
	Iteration 33Q: 3 clusters Score -8683902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144337 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8683899.000000 Penalty: 1081.401245
	Iteration 34Q: 3 clusters Score -8683899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8683885.000000 Penalty: 1081.401245
	Iteration 35Q: 3 clusters Score -8683885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8683876.000000 Penalty: 1081.401245
	Iteration 36Q: 3 clusters Score -8683876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8683882.000000 Penalty: 1081.401245
	Iteration 37Q: 3 clusters Score -8683882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8683876.000000 Penalty: 1081.401245
	Iteration 38Q: 3 clusters Score -8683876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8683867.000000 Penalty: 1081.401245
	Iteration 39Q: 3 clusters Score -8683867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8683877.000000 Penalty: 1081.401245
	Iteration 40F: 3 clusters Score -8683877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8683875.000000 Penalty: 1081.401245
	Iteration 41Q: 3 clusters Score -8683875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8683872.000000 Penalty: 1081.401245
	Iteration 42Q: 3 clusters Score -8683872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8683867.000000 Penalty: 1081.401245
	Iteration 43Q: 3 clusters Score -8683867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8683863.000000 Penalty: 1081.401245
	Iteration 44Q: 3 clusters Score -8683863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8683863.000000 Penalty: 1081.401245
	Iteration 45Q: 3 clusters Score -8683863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8683864.000000 Penalty: 1081.401245
	Iteration 46Q: 3 clusters Score -8683864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8683854.000000 Penalty: 1081.401245
	Iteration 47Q: 3 clusters Score -8683854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144494 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8683860.000000 Penalty: 1081.401245
	Iteration 48Q: 3 clusters Score -8683860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8683865.000000 Penalty: 1081.401245
	Iteration 49Q: 3 clusters Score -8683865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8683863.000000 Penalty: 1081.401245
	Iteration 50Q: 3 clusters Score -8683863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144499 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8683862.000000 Penalty: 1081.401245
	Iteration 51Q: 3 clusters Score -8683862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144499 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8683862.000000 Penalty: 1081.401245
	Iteration 52F: 3 clusters Score -8683862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -61142.000000 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -61142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60299.160156 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -60299.16 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -60541.949219 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -60541.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60601.179688 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -60601.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60634.382812 Penalty: 635.356018
	Iteration 3F: 3 clusters Score -60634.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60666.476562 Penalty: 635.356018
	Iteration 4Q: 3 clusters Score -60666.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60699.550781 Penalty: 635.356018
	Iteration 5Q: 3 clusters Score -60699.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60719.683594 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -60719.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -60735.992188 Penalty: 635.356018
	Iteration 7Q: 3 clusters Score -60735.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60743.261719 Penalty: 635.356018
	Iteration 8Q: 3 clusters Score -60743.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60748.144531 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -60748.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60756.242188 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -60756.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60762.597656 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -60762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -60765.718750 Penalty: 635.356018
	Iteration 12Q: 3 clusters Score -60765.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60767.035156 Penalty: 635.356018
	Iteration 13Q: 3 clusters Score -60767.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60770.964844 Penalty: 635.356018
	Iteration 14Q: 3 clusters Score -60770.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60775.085938 Penalty: 635.356018
	Iteration 15Q: 3 clusters Score -60775.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60779.128906 Penalty: 635.356018
	Iteration 16Q: 3 clusters Score -60779.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60782.843750 Penalty: 635.356018
	Iteration 17Q: 3 clusters Score -60782.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60786.507812 Penalty: 635.356018
	Iteration 18Q: 3 clusters Score -60786.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60790.949219 Penalty: 635.356018
	Iteration 19Q: 3 clusters Score -60790.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -60796.718750 Penalty: 635.356018
	Iteration 20F: 3 clusters Score -60796.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60801.371094 Penalty: 635.356018
	Iteration 21Q: 3 clusters Score -60801.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60803.417969 Penalty: 635.356018
	Iteration 22Q: 3 clusters Score -60803.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -60806.207031 Penalty: 635.356018
	Iteration 23Q: 3 clusters Score -60806.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60808.964844 Penalty: 635.356018
	Iteration 24Q: 3 clusters Score -60808.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60811.480469 Penalty: 635.356018
	Iteration 25Q: 3 clusters Score -60811.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60814.167969 Penalty: 635.356018
	Iteration 26Q: 3 clusters Score -60814.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -60818.675781 Penalty: 635.356018
	Iteration 27Q: 3 clusters Score -60818.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60827.832031 Penalty: 635.356018
	Iteration 28Q: 3 clusters Score -60827.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60832.562500 Penalty: 635.356018
	Iteration 29Q: 3 clusters Score -60832.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60838.753906 Penalty: 635.356018
	Iteration 30Q: 3 clusters Score -60838.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60846.062500 Penalty: 635.356018
	Iteration 31Q: 3 clusters Score -60846.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60856.136719 Penalty: 635.356018
	Iteration 32Q: 3 clusters Score -60856.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60863.714844 Penalty: 635.356018
	Iteration 33Q: 3 clusters Score -60863.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60868.082031 Penalty: 635.356018
	Iteration 34Q: 3 clusters Score -60868.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60876.539062 Penalty: 635.356018
	Iteration 35Q: 3 clusters Score -60876.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60885.617188 Penalty: 635.356018
	Iteration 36Q: 3 clusters Score -60885.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -60898.464844 Penalty: 635.356018
	Iteration 37Q: 3 clusters Score -60898.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60911.058594 Penalty: 635.356018
	Iteration 38Q: 3 clusters Score -60911.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60921.441406 Penalty: 635.356018
	Iteration 39Q: 3 clusters Score -60921.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60933.402344 Penalty: 635.356018
	Iteration 40F: 3 clusters Score -60933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60940.261719 Penalty: 635.356018
	Iteration 41Q: 3 clusters Score -60940.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60944.441406 Penalty: 635.356018
	Iteration 42Q: 3 clusters Score -60944.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60945.148438 Penalty: 635.356018
	Iteration 43Q: 3 clusters Score -60945.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60945.722656 Penalty: 635.356018
	Iteration 44Q: 3 clusters Score -60945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60945.992188 Penalty: 635.356018
	Iteration 45Q: 3 clusters Score -60945.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60945.992188 Penalty: 635.356018
	Iteration 46F: 3 clusters Score -60945.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -84403.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -84403.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -83383.437500 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -83383.44 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83788.476562 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -83788.48 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -83880.625000 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -83880.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -83973.796875 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -83973.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -84070.023438 Penalty: 658.441345
	Iteration 4F: 3 clusters Score -84070.02 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -84156.476562 Penalty: 658.441345
	Iteration 5F: 3 clusters Score -84156.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -84221.445312 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -84221.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -84283.695312 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -84283.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -84367.617188 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -84367.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -84408.867188 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -84408.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84420.179688 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -84420.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84425.476562 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -84425.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -84432.734375 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -84432.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84444.289062 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -84444.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84462.312500 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -84462.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84478.265625 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -84478.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84481.226562 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -84481.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -84483.781250 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -84483.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -84485.210938 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -84485.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -84486.460938 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -84486.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -84487.820312 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -84487.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84487.882812 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -84487.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84487.882812 Penalty: 658.441345
	Iteration 22F: 3 clusters Score -84487.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 616 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 772 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211396.000000 Penalty: 57900.906250
Splitting cluster 22 changes total score from -58211640.000000 to -58211396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (111919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Entering Unmasked Estep 
Score: -6734200.000000 Penalty: 528.961609
	Iteration 0F: 2 clusters Score -6734200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -6660345.000000 Penalty: 1057.923218
	Iteration 0F: 3 clusters Score -6660345 nChanged 54816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -6695907.500000 Penalty: 1057.923218
	Iteration 1F: 3 clusters Score -6695908 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -6699345.000000 Penalty: 1057.923218
	Iteration 2F: 3 clusters Score -6699345 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6704388.500000 Penalty: 1057.923218
	Iteration 3F: 3 clusters Score -6704388 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6710851.000000 Penalty: 1057.923218
	Iteration 4F: 3 clusters Score -6710851 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6716846.000000 Penalty: 1057.923218
	Iteration 5F: 3 clusters Score -6716846 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6720830.500000 Penalty: 1057.923218
	Iteration 6F: 3 clusters Score -6720830 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -6722657.500000 Penalty: 1057.923218
	Iteration 7Q: 3 clusters Score -6722658 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -6723541.000000 Penalty: 1057.923218
	Iteration 8Q: 3 clusters Score -6723541 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6724049.000000 Penalty: 1057.923218
	Iteration 9Q: 3 clusters Score -6724049 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6724441.000000 Penalty: 1057.923218
	Iteration 10Q: 3 clusters Score -6724441 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6724985.500000 Penalty: 1057.923218
	Iteration 11Q: 3 clusters Score -6724986 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6725504.000000 Penalty: 1057.923218
	Iteration 12Q: 3 clusters Score -6725504 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6725981.000000 Penalty: 1057.923218
	Iteration 13Q: 3 clusters Score -6725981 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -6726391.000000 Penalty: 1057.923218
	Iteration 14Q: 3 clusters Score -6726391 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -6726733.500000 Penalty: 1057.923218
	Iteration 15Q: 3 clusters Score -6726734 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -6727052.000000 Penalty: 1057.923218
	Iteration 16Q: 3 clusters Score -6727052 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6727321.000000 Penalty: 1057.923218
	Iteration 17Q: 3 clusters Score -6727321 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -6727515.500000 Penalty: 1057.923218
	Iteration 18Q: 3 clusters Score -6727516 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6727660.500000 Penalty: 1057.923218
	Iteration 19Q: 3 clusters Score -6727660 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -6727774.000000 Penalty: 1057.923218
	Iteration 20F: 3 clusters Score -6727774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -6727920.500000 Penalty: 1057.923218
	Iteration 21Q: 3 clusters Score -6727920 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -6727995.500000 Penalty: 1057.923218
	Iteration 22Q: 3 clusters Score -6727996 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -6728069.500000 Penalty: 1057.923218
	Iteration 23Q: 3 clusters Score -6728070 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -6728114.500000 Penalty: 1057.923218
	Iteration 24Q: 3 clusters Score -6728114 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6728142.000000 Penalty: 1057.923218
	Iteration 25Q: 3 clusters Score -6728142 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -6728185.000000 Penalty: 1057.923218
	Iteration 26Q: 3 clusters Score -6728185 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -6728222.500000 Penalty: 1057.923218
	Iteration 27Q: 3 clusters Score -6728222 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6728294.000000 Penalty: 1057.923218
	Iteration 28Q: 3 clusters Score -6728294 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -6728379.500000 Penalty: 1057.923218
	Iteration 29Q: 3 clusters Score -6728380 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6728480.000000 Penalty: 1057.923218
	Iteration 30Q: 3 clusters Score -6728480 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -6728505.500000 Penalty: 1057.923218
	Iteration 31Q: 3 clusters Score -6728506 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -6728578.500000 Penalty: 1057.923218
	Iteration 32Q: 3 clusters Score -6728578 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -6728681.000000 Penalty: 1057.923218
	Iteration 33Q: 3 clusters Score -6728681 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6728801.500000 Penalty: 1057.923218
	Iteration 34Q: 3 clusters Score -6728802 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -6728872.000000 Penalty: 1057.923218
	Iteration 35Q: 3 clusters Score -6728872 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -6728971.500000 Penalty: 1057.923218
	Iteration 36Q: 3 clusters Score -6728972 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -6729089.000000 Penalty: 1057.923218
	Iteration 37Q: 3 clusters Score -6729089 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6729208.500000 Penalty: 1057.923218
	Iteration 38Q: 3 clusters Score -6729208 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6729310.000000 Penalty: 1057.923218
	Iteration 39Q: 3 clusters Score -6729310 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6729492.000000 Penalty: 1057.923218
	Iteration 40F: 3 clusters Score -6729492 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -6729674.500000 Penalty: 1057.923218
	Iteration 41Q: 3 clusters Score -6729674 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -6729881.500000 Penalty: 1057.923218
	Iteration 42Q: 3 clusters Score -6729882 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -6730089.000000 Penalty: 1057.923218
	Iteration 43Q: 3 clusters Score -6730089 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -6730324.000000 Penalty: 1057.923218
	Iteration 44Q: 3 clusters Score -6730324 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -6730525.000000 Penalty: 1057.923218
	Iteration 45Q: 3 clusters Score -6730525 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6730735.000000 Penalty: 1057.923218
	Iteration 46Q: 3 clusters Score -6730735 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6730946.000000 Penalty: 1057.923218
	Iteration 47Q: 3 clusters Score -6730946 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -6731117.000000 Penalty: 1057.923218
	Iteration 48Q: 3 clusters Score -6731117 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -6731266.500000 Penalty: 1057.923218
	Iteration 49Q: 3 clusters Score -6731266 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -6731349.500000 Penalty: 1057.923218
	Iteration 50Q: 3 clusters Score -6731350 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6731480.000000 Penalty: 1057.923218
	Iteration 51Q: 3 clusters Score -6731480 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -6731627.000000 Penalty: 1057.923218
	Iteration 52Q: 3 clusters Score -6731627 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -6731762.000000 Penalty: 1057.923218
	Iteration 53Q: 3 clusters Score -6731762 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -6731901.000000 Penalty: 1057.923218
	Iteration 54Q: 3 clusters Score -6731901 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -6732006.000000 Penalty: 1057.923218
	Iteration 55Q: 3 clusters Score -6732006 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99562 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -6732075.000000 Penalty: 1057.923218
	Iteration 56Q: 3 clusters Score -6732075 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -6732213.000000 Penalty: 1057.923218
	Iteration 57Q: 3 clusters Score -6732213 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -6732292.500000 Penalty: 1057.923218
	Iteration 58Q: 3 clusters Score -6732292 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -6732385.500000 Penalty: 1057.923218
	Iteration 59Q: 3 clusters Score -6732386 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -6732482.500000 Penalty: 1057.923218
	Iteration 60F: 3 clusters Score -6732482 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -6732599.000000 Penalty: 1057.923218
	Iteration 61Q: 3 clusters Score -6732599 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -6732683.000000 Penalty: 1057.923218
	Iteration 62Q: 3 clusters Score -6732683 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6732755.500000 Penalty: 1057.923218
	Iteration 63Q: 3 clusters Score -6732756 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -6732845.500000 Penalty: 1057.923218
	Iteration 64Q: 3 clusters Score -6732846 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -6732946.000000 Penalty: 1057.923218
	Iteration 65Q: 3 clusters Score -6732946 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104179 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -6733016.500000 Penalty: 1057.923218
	Iteration 66Q: 3 clusters Score -6733016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6733063.000000 Penalty: 1057.923218
	Iteration 67Q: 3 clusters Score -6733063 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104815 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -6733122.000000 Penalty: 1057.923218
	Iteration 68Q: 3 clusters Score -6733122 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6733176.000000 Penalty: 1057.923218
	Iteration 69Q: 3 clusters Score -6733176 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6733228.500000 Penalty: 1057.923218
	Iteration 70Q: 3 clusters Score -6733228 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -6733258.000000 Penalty: 1057.923218
	Iteration 71Q: 3 clusters Score -6733258 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -6733311.500000 Penalty: 1057.923218
	Iteration 72Q: 3 clusters Score -6733312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6733341.000000 Penalty: 1057.923218
	Iteration 73Q: 3 clusters Score -6733341 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6733352.500000 Penalty: 1057.923218
	Iteration 74Q: 3 clusters Score -6733352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6733364.000000 Penalty: 1057.923218
	Iteration 75Q: 3 clusters Score -6733364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6733384.000000 Penalty: 1057.923218
	Iteration 76Q: 3 clusters Score -6733384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -6733398.500000 Penalty: 1057.923218
	Iteration 77Q: 3 clusters Score -6733398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6733412.500000 Penalty: 1057.923218
	Iteration 78Q: 3 clusters Score -6733412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -6733449.000000 Penalty: 1057.923218
	Iteration 79Q: 3 clusters Score -6733449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6733484.000000 Penalty: 1057.923218
	Iteration 80F: 3 clusters Score -6733484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -6733504.000000 Penalty: 1057.923218
	Iteration 81Q: 3 clusters Score -6733504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -6733514.000000 Penalty: 1057.923218
	Iteration 82Q: 3 clusters Score -6733514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -6733513.500000 Penalty: 1057.923218
	Iteration 83Q: 3 clusters Score -6733514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6733537.000000 Penalty: 1057.923218
	Iteration 84Q: 3 clusters Score -6733537 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6733534.500000 Penalty: 1057.923218
	Iteration 85Q: 3 clusters Score -6733534 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6733552.000000 Penalty: 1057.923218
	Iteration 86Q: 3 clusters Score -6733552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6733577.000000 Penalty: 1057.923218
	Iteration 87Q: 3 clusters Score -6733577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6733589.500000 Penalty: 1057.923218
	Iteration 88Q: 3 clusters Score -6733590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6733613.500000 Penalty: 1057.923218
	Iteration 89Q: 3 clusters Score -6733614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6733637.500000 Penalty: 1057.923218
	Iteration 90Q: 3 clusters Score -6733638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6733682.500000 Penalty: 1057.923218
	Iteration 91Q: 3 clusters Score -6733682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6733715.500000 Penalty: 1057.923218
	Iteration 92Q: 3 clusters Score -6733716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6733732.500000 Penalty: 1057.923218
	Iteration 93Q: 3 clusters Score -6733732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108442 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6733758.000000 Penalty: 1057.923218
	Iteration 94Q: 3 clusters Score -6733758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6733768.000000 Penalty: 1057.923218
	Iteration 95Q: 3 clusters Score -6733768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6733769.000000 Penalty: 1057.923218
	Iteration 96Q: 3 clusters Score -6733769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6733763.000000 Penalty: 1057.923218
	Iteration 97Q: 3 clusters Score -6733763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6733755.000000 Penalty: 1057.923218
	Iteration 98Q: 3 clusters Score -6733755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6733750.500000 Penalty: 1057.923218
	Iteration 99Q: 3 clusters Score -6733750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6733762.000000 Penalty: 1057.923218
	Iteration 100F: 3 clusters Score -6733762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6733769.000000 Penalty: 1057.923218
	Iteration 101Q: 3 clusters Score -6733769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6733788.000000 Penalty: 1057.923218
	Iteration 102Q: 3 clusters Score -6733788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6733796.500000 Penalty: 1057.923218
	Iteration 103Q: 3 clusters Score -6733796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6733796.000000 Penalty: 1057.923218
	Iteration 104Q: 3 clusters Score -6733796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6733794.000000 Penalty: 1057.923218
	Iteration 105Q: 3 clusters Score -6733794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6733785.000000 Penalty: 1057.923218
	Iteration 106Q: 3 clusters Score -6733785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109073 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6733788.500000 Penalty: 1057.923218
	Iteration 107Q: 3 clusters Score -6733788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6733790.000000 Penalty: 1057.923218
	Iteration 108Q: 3 clusters Score -6733790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6733795.000000 Penalty: 1057.923218
	Iteration 109Q: 3 clusters Score -6733795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6733796.000000 Penalty: 1057.923218
	Iteration 110Q: 3 clusters Score -6733796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6733809.000000 Penalty: 1057.923218
	Iteration 111Q: 3 clusters Score -6733809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6733807.000000 Penalty: 1057.923218
	Iteration 112Q: 3 clusters Score -6733807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6733813.500000 Penalty: 1057.923218
	Iteration 113Q: 3 clusters Score -6733814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6733807.500000 Penalty: 1057.923218
	Iteration 114Q: 3 clusters Score -6733808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6733797.500000 Penalty: 1057.923218
	Iteration 115Q: 3 clusters Score -6733798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6733805.000000 Penalty: 1057.923218
	Iteration 116Q: 3 clusters Score -6733805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6733802.500000 Penalty: 1057.923218
	Iteration 117Q: 3 clusters Score -6733802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -6733799.500000 Penalty: 1057.923218
	Iteration 118Q: 3 clusters Score -6733800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6733798.500000 Penalty: 1057.923218
	Iteration 119Q: 3 clusters Score -6733798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6733797.500000 Penalty: 1057.923218
	Iteration 120F: 3 clusters Score -6733798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6733805.000000 Penalty: 1057.923218
	Iteration 121Q: 3 clusters Score -6733805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6733799.500000 Penalty: 1057.923218
	Iteration 122Q: 3 clusters Score -6733800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6733801.000000 Penalty: 1057.923218
	Iteration 123Q: 3 clusters Score -6733801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6733803.000000 Penalty: 1057.923218
	Iteration 124Q: 3 clusters Score -6733803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6733801.000000 Penalty: 1057.923218
	Iteration 125Q: 3 clusters Score -6733801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6733797.000000 Penalty: 1057.923218
	Iteration 126Q: 3 clusters Score -6733797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6733794.000000 Penalty: 1057.923218
	Iteration 127Q: 3 clusters Score -6733794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6733805.500000 Penalty: 1057.923218
	Iteration 128Q: 3 clusters Score -6733806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6733820.500000 Penalty: 1057.923218
	Iteration 129Q: 3 clusters Score -6733820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6733818.500000 Penalty: 1057.923218
	Iteration 130Q: 3 clusters Score -6733818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6733824.000000 Penalty: 1057.923218
	Iteration 131Q: 3 clusters Score -6733824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6733821.000000 Penalty: 1057.923218
	Iteration 132Q: 3 clusters Score -6733821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6733822.500000 Penalty: 1057.923218
	Iteration 133Q: 3 clusters Score -6733822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6733830.000000 Penalty: 1057.923218
	Iteration 134Q: 3 clusters Score -6733830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6733833.500000 Penalty: 1057.923218
	Iteration 135Q: 3 clusters Score -6733834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6733832.500000 Penalty: 1057.923218
	Iteration 136Q: 3 clusters Score -6733832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6733832.500000 Penalty: 1057.923218
	Iteration 137Q: 3 clusters Score -6733832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6733831.000000 Penalty: 1057.923218
	Iteration 138Q: 3 clusters Score -6733831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6733846.000000 Penalty: 1057.923218
	Iteration 139Q: 3 clusters Score -6733846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6733847.500000 Penalty: 1057.923218
	Iteration 140F: 3 clusters Score -6733848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6733846.500000 Penalty: 1057.923218
	Iteration 141Q: 3 clusters Score -6733846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109668 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6733852.000000 Penalty: 1057.923218
	Iteration 142Q: 3 clusters Score -6733852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6733854.500000 Penalty: 1057.923218
	Iteration 143Q: 3 clusters Score -6733854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6733851.000000 Penalty: 1057.923218
	Iteration 144Q: 3 clusters Score -6733851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6733859.500000 Penalty: 1057.923218
	Iteration 145Q: 3 clusters Score -6733860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6733860.500000 Penalty: 1057.923218
	Iteration 146Q: 3 clusters Score -6733860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6733866.000000 Penalty: 1057.923218
	Iteration 147Q: 3 clusters Score -6733866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6733857.000000 Penalty: 1057.923218
	Iteration 148Q: 3 clusters Score -6733857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6733855.500000 Penalty: 1057.923218
	Iteration 149Q: 3 clusters Score -6733856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6733853.500000 Penalty: 1057.923218
	Iteration 150Q: 3 clusters Score -6733854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6733857.500000 Penalty: 1057.923218
	Iteration 151Q: 3 clusters Score -6733858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6733856.000000 Penalty: 1057.923218
	Iteration 152Q: 3 clusters Score -6733856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6733859.500000 Penalty: 1057.923218
	Iteration 153Q: 3 clusters Score -6733860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6733857.000000 Penalty: 1057.923218
	Iteration 154Q: 3 clusters Score -6733857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109832 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6733856.500000 Penalty: 1057.923218
	Iteration 155Q: 3 clusters Score -6733856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6733860.000000 Penalty: 1057.923218
	Iteration 156Q: 3 clusters Score -6733860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6733860.000000 Penalty: 1057.923218
	Iteration 157F: 3 clusters Score -6733860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -14989.308594 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -14989.31 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 116 members 
Entering Unmasked Estep 
Score: -14656.973633 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14656.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14750.962891 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14750.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14782.495117 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14782.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14804.942383 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -14804.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14819.748047 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14819.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14829.599609 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14836.271484 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14836.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14839.470703 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14839.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14843.420898 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14843.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14845.199219 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14845.715820 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -14845.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14845.715820 Penalty: 501.354340
	Iteration 11F: 3 clusters Score -14845.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -46682.195312 Penalty: 303.056152
	Iteration 0F: 2 clusters Score -46682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46007.445312 Penalty: 606.112305
	Iteration 0F: 3 clusters Score -46007.45 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46184.156250 Penalty: 606.112305
	Iteration 1F: 3 clusters Score -46184.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46237.968750 Penalty: 606.112305
	Iteration 2F: 3 clusters Score -46237.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46268.656250 Penalty: 606.112305
	Iteration 3F: 3 clusters Score -46268.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46285.910156 Penalty: 606.112305
	Iteration 4Q: 3 clusters Score -46285.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46302.382812 Penalty: 606.112305
	Iteration 5Q: 3 clusters Score -46302.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46315.660156 Penalty: 606.112305
	Iteration 6Q: 3 clusters Score -46315.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46330.250000 Penalty: 606.112305
	Iteration 7Q: 3 clusters Score -46330.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -46344.546875 Penalty: 606.112305
	Iteration 8Q: 3 clusters Score -46344.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46354.578125 Penalty: 606.112305
	Iteration 9Q: 3 clusters Score -46354.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -46362.464844 Penalty: 606.112305
	Iteration 10Q: 3 clusters Score -46362.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -46366.808594 Penalty: 606.112305
	Iteration 11Q: 3 clusters Score -46366.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46371.195312 Penalty: 606.112305
	Iteration 12Q: 3 clusters Score -46371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46374.871094 Penalty: 606.112305
	Iteration 13Q: 3 clusters Score -46374.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46375.933594 Penalty: 606.112305
	Iteration 14Q: 3 clusters Score -46375.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -46377.441406 Penalty: 606.112305
	Iteration 15Q: 3 clusters Score -46377.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -46381.433594 Penalty: 606.112305
	Iteration 16Q: 3 clusters Score -46381.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -46384.328125 Penalty: 606.112305
	Iteration 17Q: 3 clusters Score -46384.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -46385.238281 Penalty: 606.112305
	Iteration 18Q: 3 clusters Score -46385.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -46386.726562 Penalty: 606.112305
	Iteration 19Q: 3 clusters Score -46386.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46387.128906 Penalty: 606.112305
	Iteration 20F: 3 clusters Score -46387.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -46388.019531 Penalty: 606.112305
	Iteration 21Q: 3 clusters Score -46388.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -46389.109375 Penalty: 606.112305
	Iteration 22Q: 3 clusters Score -46389.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46390.917969 Penalty: 606.112305
	Iteration 23Q: 3 clusters Score -46390.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46392.550781 Penalty: 606.112305
	Iteration 24Q: 3 clusters Score -46392.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -46393.609375 Penalty: 606.112305
	Iteration 25Q: 3 clusters Score -46393.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -46393.609375 Penalty: 606.112305
	Iteration 26F: 3 clusters Score -46393.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -18404.388672 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -18404.39 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: -18063.685547 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -18063.69 nChanged 95
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: -18178.851562 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -18178.85 nChanged 21
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: -18204.099609 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -18204.1 nChanged 9
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: -18215.607422 Penalty: 520.846252
	Iteration 3Q: 3 clusters Score -18215.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18224.017578 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -18224.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18227.029297 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -18227.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18231.220703 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -18231.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18239.072266 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -18239.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18241.746094 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -18241.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18241.746094 Penalty: 520.846252
	Iteration 9F: 3 clusters Score -18241.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13445.744141 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13445.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13141.105469 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13141.11 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13333.909180 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13333.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13389.661133 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13389.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13420.367188 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -13420.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13451.421875 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13451.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13512.287109 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13512.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13532.257812 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13532.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13543.487305 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -13543.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13564.259766 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -13564.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13567.567383 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -13567.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13568.326172 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -13568.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13569.051758 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -13569.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13569.051758 Penalty: 513.090271
	Iteration 12F: 3 clusters Score -13569.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211344.000000 Penalty: 57900.906250
Splitting cluster 27 changes total score from -58211640.000000 to -58211344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -345364.968750 Penalty: 394.574738
	Iteration 0F: 2 clusters Score -345365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -341432.343750 Penalty: 789.149475
	Iteration 0F: 3 clusters Score -341432.3 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -342823.218750 Penalty: 789.149475
	Iteration 1F: 3 clusters Score -342823.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -342967.906250 Penalty: 789.149475
	Iteration 2F: 3 clusters Score -342967.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -343151.406250 Penalty: 789.149475
	Iteration 3F: 3 clusters Score -343151.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -343414.781250 Penalty: 789.149475
	Iteration 4F: 3 clusters Score -343414.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -343688.000000 Penalty: 789.149475
	Iteration 5F: 3 clusters Score -343688 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -343998.468750 Penalty: 789.149475
	Iteration 6F: 3 clusters Score -343998.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -344277.031250 Penalty: 789.149475
	Iteration 7F: 3 clusters Score -344277 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -344487.750000 Penalty: 789.149475
	Iteration 8Q: 3 clusters Score -344487.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -344623.968750 Penalty: 789.149475
	Iteration 9Q: 3 clusters Score -344624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -344724.812500 Penalty: 789.149475
	Iteration 10Q: 3 clusters Score -344724.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -344796.781250 Penalty: 789.149475
	Iteration 11Q: 3 clusters Score -344796.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -344845.968750 Penalty: 789.149475
	Iteration 12Q: 3 clusters Score -344846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -344881.781250 Penalty: 789.149475
	Iteration 13Q: 3 clusters Score -344881.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -344914.218750 Penalty: 789.149475
	Iteration 14Q: 3 clusters Score -344914.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -344940.406250 Penalty: 789.149475
	Iteration 15Q: 3 clusters Score -344940.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -344957.250000 Penalty: 789.149475
	Iteration 16Q: 3 clusters Score -344957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -344968.218750 Penalty: 789.149475
	Iteration 17Q: 3 clusters Score -344968.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -344979.437500 Penalty: 789.149475
	Iteration 18Q: 3 clusters Score -344979.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -344994.218750 Penalty: 789.149475
	Iteration 19Q: 3 clusters Score -344994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -345003.500000 Penalty: 789.149475
	Iteration 20F: 3 clusters Score -345003.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -345007.968750 Penalty: 789.149475
	Iteration 21Q: 3 clusters Score -345008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -345010.687500 Penalty: 789.149475
	Iteration 22Q: 3 clusters Score -345010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -345013.000000 Penalty: 789.149475
	Iteration 23Q: 3 clusters Score -345013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -345013.500000 Penalty: 789.149475
	Iteration 24Q: 3 clusters Score -345013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -345013.875000 Penalty: 789.149475
	Iteration 25Q: 3 clusters Score -345013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -345014.125000 Penalty: 789.149475
	Iteration 26Q: 3 clusters Score -345014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -345014.843750 Penalty: 789.149475
	Iteration 27Q: 3 clusters Score -345014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -345016.031250 Penalty: 789.149475
	Iteration 28Q: 3 clusters Score -345016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -345016.750000 Penalty: 789.149475
	Iteration 29Q: 3 clusters Score -345016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -345016.843750 Penalty: 789.149475
	Iteration 30Q: 3 clusters Score -345016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -345017.875000 Penalty: 789.149475
	Iteration 31Q: 3 clusters Score -345017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -345019.000000 Penalty: 789.149475
	Iteration 32Q: 3 clusters Score -345019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -345019.812500 Penalty: 789.149475
	Iteration 33Q: 3 clusters Score -345019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -345021.218750 Penalty: 789.149475
	Iteration 34Q: 3 clusters Score -345021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -345022.625000 Penalty: 789.149475
	Iteration 35Q: 3 clusters Score -345022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -345025.468750 Penalty: 789.149475
	Iteration 36Q: 3 clusters Score -345025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -345028.781250 Penalty: 789.149475
	Iteration 37Q: 3 clusters Score -345028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -345028.531250 Penalty: 789.149475
	Iteration 38Q: 3 clusters Score -345028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -345028.812500 Penalty: 789.149475
	Iteration 39Q: 3 clusters Score -345028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -345029.375000 Penalty: 789.149475
	Iteration 40F: 3 clusters Score -345029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -345030.656250 Penalty: 789.149475
	Iteration 41Q: 3 clusters Score -345030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -345031.406250 Penalty: 789.149475
	Iteration 42Q: 3 clusters Score -345031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -345032.875000 Penalty: 789.149475
	Iteration 43Q: 3 clusters Score -345032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -345033.125000 Penalty: 789.149475
	Iteration 44Q: 3 clusters Score -345033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -345034.437500 Penalty: 789.149475
	Iteration 45Q: 3 clusters Score -345034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -345035.468750 Penalty: 789.149475
	Iteration 46Q: 3 clusters Score -345035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -345036.937500 Penalty: 789.149475
	Iteration 47Q: 3 clusters Score -345036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -345038.781250 Penalty: 789.149475
	Iteration 48Q: 3 clusters Score -345038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -345039.437500 Penalty: 789.149475
	Iteration 49Q: 3 clusters Score -345039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -345040.312500 Penalty: 789.149475
	Iteration 50Q: 3 clusters Score -345040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -345041.375000 Penalty: 789.149475
	Iteration 51Q: 3 clusters Score -345041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -345041.125000 Penalty: 789.149475
	Iteration 52Q: 3 clusters Score -345041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -345041.125000 Penalty: 789.149475
	Iteration 53F: 3 clusters Score -345041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (129218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Entering Unmasked Estep 
Score: -7609214.000000 Penalty: 535.501160
	Iteration 0F: 2 clusters Score -7609214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -7522328.000000 Penalty: 1071.002319
	Iteration 0F: 3 clusters Score -7522328 nChanged 63610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -7561628.500000 Penalty: 1071.002319
	Iteration 1F: 3 clusters Score -7561628 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -7563681.500000 Penalty: 1071.002319
	Iteration 2Q: 3 clusters Score -7563682 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -7566745.500000 Penalty: 1071.002319
	Iteration 3Q: 3 clusters Score -7566746 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -7571844.000000 Penalty: 1071.002319
	Iteration 4F: 3 clusters Score -7571844 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -7578697.500000 Penalty: 1071.002319
	Iteration 5F: 3 clusters Score -7578698 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -7583827.500000 Penalty: 1071.002319
	Iteration 6F: 3 clusters Score -7583828 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -7585534.500000 Penalty: 1071.002319
	Iteration 7Q: 3 clusters Score -7585534 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -7585915.500000 Penalty: 1071.002319
	Iteration 8Q: 3 clusters Score -7585916 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -7586025.500000 Penalty: 1071.002319
	Iteration 9Q: 3 clusters Score -7586026 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -7586120.000000 Penalty: 1071.002319
	Iteration 10Q: 3 clusters Score -7586120 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -7586274.500000 Penalty: 1071.002319
	Iteration 11Q: 3 clusters Score -7586274 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -7586407.500000 Penalty: 1071.002319
	Iteration 12Q: 3 clusters Score -7586408 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -7586511.500000 Penalty: 1071.002319
	Iteration 13Q: 3 clusters Score -7586512 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -7586674.000000 Penalty: 1071.002319
	Iteration 14Q: 3 clusters Score -7586674 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -7586800.500000 Penalty: 1071.002319
	Iteration 15Q: 3 clusters Score -7586800 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -7586979.500000 Penalty: 1071.002319
	Iteration 16Q: 3 clusters Score -7586980 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -7587255.000000 Penalty: 1071.002319
	Iteration 17Q: 3 clusters Score -7587255 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -7587498.000000 Penalty: 1071.002319
	Iteration 18Q: 3 clusters Score -7587498 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -7587809.000000 Penalty: 1071.002319
	Iteration 19Q: 3 clusters Score -7587809 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -7588138.500000 Penalty: 1071.002319
	Iteration 20F: 3 clusters Score -7588138 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -7588494.500000 Penalty: 1071.002319
	Iteration 21Q: 3 clusters Score -7588494 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -7588907.000000 Penalty: 1071.002319
	Iteration 22Q: 3 clusters Score -7588907 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -7589387.500000 Penalty: 1071.002319
	Iteration 23Q: 3 clusters Score -7589388 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 85414 members 
Entering Unmasked Estep 
Score: -7589881.000000 Penalty: 1071.002319
	Iteration 24Q: 3 clusters Score -7589881 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -7590388.500000 Penalty: 1071.002319
	Iteration 25Q: 3 clusters Score -7590388 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -7590856.000000 Penalty: 1071.002319
	Iteration 26Q: 3 clusters Score -7590856 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -7591403.000000 Penalty: 1071.002319
	Iteration 27Q: 3 clusters Score -7591403 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -7591975.000000 Penalty: 1071.002319
	Iteration 28Q: 3 clusters Score -7591975 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -7592526.500000 Penalty: 1071.002319
	Iteration 29Q: 3 clusters Score -7592526 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -7593096.000000 Penalty: 1071.002319
	Iteration 30Q: 3 clusters Score -7593096 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -7593767.000000 Penalty: 1071.002319
	Iteration 31Q: 3 clusters Score -7593767 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -7594363.000000 Penalty: 1071.002319
	Iteration 32Q: 3 clusters Score -7594363 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -7595044.500000 Penalty: 1071.002319
	Iteration 33Q: 3 clusters Score -7595044 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -7595783.500000 Penalty: 1071.002319
	Iteration 34Q: 3 clusters Score -7595784 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -7596544.000000 Penalty: 1071.002319
	Iteration 35Q: 3 clusters Score -7596544 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -7597371.500000 Penalty: 1071.002319
	Iteration 36Q: 3 clusters Score -7597372 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -7598118.500000 Penalty: 1071.002319
	Iteration 37Q: 3 clusters Score -7598118 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -7598833.000000 Penalty: 1071.002319
	Iteration 38Q: 3 clusters Score -7598833 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -7599629.500000 Penalty: 1071.002319
	Iteration 39Q: 3 clusters Score -7599630 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -7600490.000000 Penalty: 1071.002319
	Iteration 40F: 3 clusters Score -7600490 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -7601380.500000 Penalty: 1071.002319
	Iteration 41Q: 3 clusters Score -7601380 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -7602291.500000 Penalty: 1071.002319
	Iteration 42Q: 3 clusters Score -7602292 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -7603211.000000 Penalty: 1071.002319
	Iteration 43Q: 3 clusters Score -7603211 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 120888 members 
Entering Unmasked Estep 
Score: -7604029.000000 Penalty: 1071.002319
	Iteration 44Q: 3 clusters Score -7604029 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 122282 members 
Entering Unmasked Estep 
Score: -7604836.000000 Penalty: 1071.002319
	Iteration 45Q: 3 clusters Score -7604836 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -7605569.000000 Penalty: 1071.002319
	Iteration 46Q: 3 clusters Score -7605569 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -7606297.500000 Penalty: 1071.002319
	Iteration 47Q: 3 clusters Score -7606298 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -7606870.500000 Penalty: 1071.002319
	Iteration 48Q: 3 clusters Score -7606870 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -7607329.500000 Penalty: 1071.002319
	Iteration 49Q: 3 clusters Score -7607330 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 127001 members 
Entering Unmasked Estep 
Score: -7607687.500000 Penalty: 1071.002319
	Iteration 50Q: 3 clusters Score -7607688 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 127458 members 
Entering Unmasked Estep 
Score: -7607988.000000 Penalty: 1071.002319
	Iteration 51Q: 3 clusters Score -7607988 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 127814 members 
Entering Unmasked Estep 
Score: -7608180.500000 Penalty: 1071.002319
	Iteration 52Q: 3 clusters Score -7608180 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -7608324.500000 Penalty: 1071.002319
	Iteration 53Q: 3 clusters Score -7608324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 128257 members 
Entering Unmasked Estep 
Score: -7608440.500000 Penalty: 1071.002319
	Iteration 54Q: 3 clusters Score -7608440 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 128403 members 
Entering Unmasked Estep 
Score: -7608508.000000 Penalty: 1071.002319
	Iteration 55Q: 3 clusters Score -7608508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -7608567.500000 Penalty: 1071.002319
	Iteration 56Q: 3 clusters Score -7608568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -7608613.500000 Penalty: 1071.002319
	Iteration 57Q: 3 clusters Score -7608614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -7608653.000000 Penalty: 1071.002319
	Iteration 58Q: 3 clusters Score -7608653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -7608681.000000 Penalty: 1071.002319
	Iteration 59Q: 3 clusters Score -7608681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -7608706.500000 Penalty: 1071.002319
	Iteration 60F: 3 clusters Score -7608706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -7608721.500000 Penalty: 1071.002319
	Iteration 61Q: 3 clusters Score -7608722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -7608718.500000 Penalty: 1071.002319
	Iteration 62Q: 3 clusters Score -7608718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 128787 members 
Entering Unmasked Estep 
Score: -7608731.000000 Penalty: 1071.002319
	Iteration 63Q: 3 clusters Score -7608731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -7608733.500000 Penalty: 1071.002319
	Iteration 64Q: 3 clusters Score -7608734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -7608749.500000 Penalty: 1071.002319
	Iteration 65Q: 3 clusters Score -7608750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -7608752.000000 Penalty: 1071.002319
	Iteration 66Q: 3 clusters Score -7608752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -7608763.000000 Penalty: 1071.002319
	Iteration 67Q: 3 clusters Score -7608763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -7608771.000000 Penalty: 1071.002319
	Iteration 68Q: 3 clusters Score -7608771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 128854 members 
Entering Unmasked Estep 
Score: -7608795.500000 Penalty: 1071.002319
	Iteration 69Q: 3 clusters Score -7608796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -7608798.000000 Penalty: 1071.002319
	Iteration 70Q: 3 clusters Score -7608798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -7608810.000000 Penalty: 1071.002319
	Iteration 71Q: 3 clusters Score -7608810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -7608807.500000 Penalty: 1071.002319
	Iteration 72Q: 3 clusters Score -7608808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -7608815.500000 Penalty: 1071.002319
	Iteration 73Q: 3 clusters Score -7608816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -7608811.500000 Penalty: 1071.002319
	Iteration 74Q: 3 clusters Score -7608812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -7608813.000000 Penalty: 1071.002319
	Iteration 75Q: 3 clusters Score -7608813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -7608811.500000 Penalty: 1071.002319
	Iteration 76Q: 3 clusters Score -7608812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -7608811.500000 Penalty: 1071.002319
	Iteration 77F: 3 clusters Score -7608812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -16348.110352 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -16348.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16018.697266 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -16018.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16136.390625 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -16136.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16162.375977 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -16162.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16206.498047 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -16206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16228.795898 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -16228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16235.308594 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -16235.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16245.364258 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -16245.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16247.014648 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -16247.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16247.014648 Penalty: 517.205750
	Iteration 8F: 3 clusters Score -16247.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -125405.601562 Penalty: 348.190826
	Iteration 0F: 2 clusters Score -125405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -123865.250000 Penalty: 696.381653
	Iteration 0F: 3 clusters Score -123865.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -124343.265625 Penalty: 696.381653
	Iteration 1F: 3 clusters Score -124343.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -124428.500000 Penalty: 696.381653
	Iteration 2F: 3 clusters Score -124428.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -124488.507812 Penalty: 696.381653
	Iteration 3F: 3 clusters Score -124488.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -124538.203125 Penalty: 696.381653
	Iteration 4Q: 3 clusters Score -124538.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124582.703125 Penalty: 696.381653
	Iteration 5Q: 3 clusters Score -124582.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124625.367188 Penalty: 696.381653
	Iteration 6Q: 3 clusters Score -124625.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -124676.367188 Penalty: 696.381653
	Iteration 7Q: 3 clusters Score -124676.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124731.070312 Penalty: 696.381653
	Iteration 8Q: 3 clusters Score -124731.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -124768.601562 Penalty: 696.381653
	Iteration 9Q: 3 clusters Score -124768.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124819.304688 Penalty: 696.381653
	Iteration 10Q: 3 clusters Score -124819.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124865.648438 Penalty: 696.381653
	Iteration 11Q: 3 clusters Score -124865.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124908.804688 Penalty: 696.381653
	Iteration 12Q: 3 clusters Score -124908.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124953.000000 Penalty: 696.381653
	Iteration 13Q: 3 clusters Score -124953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124989.906250 Penalty: 696.381653
	Iteration 14Q: 3 clusters Score -124989.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125011.914062 Penalty: 696.381653
	Iteration 15Q: 3 clusters Score -125011.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125022.296875 Penalty: 696.381653
	Iteration 16Q: 3 clusters Score -125022.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125029.734375 Penalty: 696.381653
	Iteration 17Q: 3 clusters Score -125029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125034.562500 Penalty: 696.381653
	Iteration 18Q: 3 clusters Score -125034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125036.687500 Penalty: 696.381653
	Iteration 19Q: 3 clusters Score -125036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125039.593750 Penalty: 696.381653
	Iteration 20F: 3 clusters Score -125039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125040.632812 Penalty: 696.381653
	Iteration 21Q: 3 clusters Score -125040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125042.320312 Penalty: 696.381653
	Iteration 22Q: 3 clusters Score -125042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125042.562500 Penalty: 696.381653
	Iteration 23Q: 3 clusters Score -125042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125042.585938 Penalty: 696.381653
	Iteration 24Q: 3 clusters Score -125042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125042.554688 Penalty: 696.381653
	Iteration 25Q: 3 clusters Score -125042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125042.554688 Penalty: 696.381653
	Iteration 26F: 3 clusters Score -125042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -127714.281250 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -127714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -126193.429688 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -126193.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -126764.593750 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -126764.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126882.007812 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -126882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -127004.984375 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -127005 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -127140.898438 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -127140.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -127218.695312 Penalty: 696.984619
	Iteration 5F: 3 clusters Score -127218.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -127256.062500 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -127256.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -127276.500000 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -127276.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -127291.023438 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -127291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127299.132812 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -127299.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -127304.195312 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -127304.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -127310.500000 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -127310.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -127315.796875 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -127315.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -127320.921875 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -127320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127323.304688 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -127323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -127326.500000 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -127326.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -127330.140625 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -127330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -127332.960938 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -127333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -127336.195312 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -127336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127338.828125 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -127338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -127341.328125 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -127341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -127343.906250 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -127343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -127344.445312 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -127344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -127344.726562 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -127344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -127344.515625 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -127344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -127344.515625 Penalty: 696.984619
	Iteration 25F: 3 clusters Score -127344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -35278.378906 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -35278.38 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 256 members 
Entering Unmasked Estep 
Score: -34764.324219 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34764.32 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34922.910156 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34922.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34955.804688 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34955.8 nChanged 21
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: -34979.453125 Penalty: 577.930603
	Iteration 3Q: 3 clusters Score -34979.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34988.730469 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34988.73 nChanged 8
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: -34995.363281 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34995.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34998.375000 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34998.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34998.695312 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34998.695312 Penalty: 577.930603
	Iteration 8F: 3 clusters Score -34998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14359.818359 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -14359.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14047.274414 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -14047.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14116.466797 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -14116.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14137.730469 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -14137.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14149.607422 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -14149.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14154.766602 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -14154.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14158.105469 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -14158.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14164.961914 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -14164.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14176.485352 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -14176.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14180.644531 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -14180.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14185.041992 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -14185.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14185.781250 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -14185.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14190.878906 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -14190.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14197.219727 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -14197.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14203.137695 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -14203.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14209.778320 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -14209.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14216.805664 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -14216.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14219.051758 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -14219.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14220.174805 Penalty: 492.052612
	Iteration 17Q: 3 clusters Score -14220.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14221.347656 Penalty: 492.052612
	Iteration 18Q: 3 clusters Score -14221.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14221.347656 Penalty: 492.052612
	Iteration 19F: 3 clusters Score -14221.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10032.385742 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10032.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9679.666992 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9679.667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9818.990234 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9818.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9869.617188 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9869.617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9895.795898 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9895.796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9909.224609 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9909.225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9914.660156 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9914.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9918.348633 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9918.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9922.271484 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9922.271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9930.460938 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9930.461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9934.601562 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9934.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9936.578125 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -9936.578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9939.619141 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -9939.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9939.619141 Penalty: 517.822693
	Iteration 12F: 3 clusters Score -9939.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3487.180664 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3487.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3319.999023 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3319.999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3352.763672 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3352.764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3361.094727 Penalty: 381.258575
	Iteration 2F: 3 clusters Score -3361.095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3380.600098 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3404.177246 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -3404.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3427.082764 Penalty: 381.258575
	Iteration 5Q: 3 clusters Score -3427.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3427.082764 Penalty: 381.258575
	Iteration 6F: 3 clusters Score -3427.083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -43186.195312 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -43186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42557.832031 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -42557.83 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42710.136719 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -42710.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42731.738281 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -42731.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42748.886719 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -42748.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42756.468750 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -42756.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42766.316406 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -42766.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42774.308594 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -42774.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42783.433594 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -42783.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42789.074219 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -42789.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42795.437500 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -42795.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42801.070312 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -42801.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42804.750000 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -42804.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -42806.695312 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -42806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -42807.652344 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -42807.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -42807.992188 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -42807.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -42809.730469 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -42809.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -42813.195312 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -42813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -42817.027344 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -42817.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -42819.550781 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -42819.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42822.488281 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -42822.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -42824.867188 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -42824.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -42831.019531 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -42831.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42839.808594 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -42839.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42848.835938 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -42848.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -42858.023438 Penalty: 602.789978
	Iteration 24Q: 3 clusters Score -42858.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -42864.687500 Penalty: 602.789978
	Iteration 25Q: 3 clusters Score -42864.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -42873.738281 Penalty: 602.789978
	Iteration 26Q: 3 clusters Score -42873.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -42880.535156 Penalty: 602.789978
	Iteration 27Q: 3 clusters Score -42880.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42885.730469 Penalty: 602.789978
	Iteration 28Q: 3 clusters Score -42885.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -42889.566406 Penalty: 602.789978
	Iteration 29Q: 3 clusters Score -42889.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -42893.156250 Penalty: 602.789978
	Iteration 30Q: 3 clusters Score -42893.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -42894.746094 Penalty: 602.789978
	Iteration 31Q: 3 clusters Score -42894.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -42895.316406 Penalty: 602.789978
	Iteration 32Q: 3 clusters Score -42895.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -42895.648438 Penalty: 602.789978
	Iteration 33Q: 3 clusters Score -42895.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -42895.925781 Penalty: 602.789978
	Iteration 34Q: 3 clusters Score -42895.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -42896.398438 Penalty: 602.789978
	Iteration 35Q: 3 clusters Score -42896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -42896.835938 Penalty: 602.789978
	Iteration 36Q: 3 clusters Score -42896.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -42897.500000 Penalty: 602.789978
	Iteration 37Q: 3 clusters Score -42897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -42897.863281 Penalty: 602.789978
	Iteration 38Q: 3 clusters Score -42897.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -42897.863281 Penalty: 602.789978
	Iteration 39F: 3 clusters Score -42897.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10443.317383 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10443.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10163.897461 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10163.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10230.278320 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10230.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10279.894531 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10279.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10301.140625 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -10301.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10316.020508 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10316.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10332.067383 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10332.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10342.874023 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10342.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10347.897461 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10347.897461 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -10347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15244.561523 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -15244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14929.074219 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -14929.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15042.954102 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -15042.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15085.396484 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -15085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15109.805664 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -15109.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15121.051758 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -15121.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15127.827148 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -15127.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15132.852539 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -15132.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15134.472656 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -15134.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15134.783203 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -15134.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15135.100586 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -15135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15135.100586 Penalty: 507.411377
	Iteration 10F: 3 clusters Score -15135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11822.167969 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11552.891602 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11552.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11661.288086 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11661.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11686.680664 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11686.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11704.302734 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11716.289062 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11716.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11717.346680 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11717.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11719.911133 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11719.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11726.861328 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11726.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11729.167969 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11729.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11729.609375 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11729.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11729.609375 Penalty: 488.303802
	Iteration 10F: 3 clusters Score -11729.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12786.940430 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12786.94 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 126 members 
Entering Unmasked Estep 
Score: -12476.744141 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12476.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12591.725586 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12591.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12638.904297 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12657.510742 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12657.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12662.746094 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12662.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12671.822266 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12671.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12674.340820 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12674.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12675.148438 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12675.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12675.148438 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -12675.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -5817.749512 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -5817.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5623.322754 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -5623.323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5665.747559 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -5665.748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5672.416992 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -5672.417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5673.487305 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -5673.487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5673.487305 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -5673.487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -232238.140625 Penalty: 376.343811
	Iteration 0F: 2 clusters Score -232238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -229578.015625 Penalty: 752.687622
	Iteration 0F: 3 clusters Score -229578 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -230577.453125 Penalty: 752.687622
	Iteration 1F: 3 clusters Score -230577.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -230758.734375 Penalty: 752.687622
	Iteration 2F: 3 clusters Score -230758.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -230943.640625 Penalty: 752.687622
	Iteration 3F: 3 clusters Score -230943.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -231158.203125 Penalty: 752.687622
	Iteration 4F: 3 clusters Score -231158.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -231340.140625 Penalty: 752.687622
	Iteration 5F: 3 clusters Score -231340.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -231467.203125 Penalty: 752.687622
	Iteration 6F: 3 clusters Score -231467.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -231539.406250 Penalty: 752.687622
	Iteration 7Q: 3 clusters Score -231539.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -231587.968750 Penalty: 752.687622
	Iteration 8Q: 3 clusters Score -231588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -231610.906250 Penalty: 752.687622
	Iteration 9Q: 3 clusters Score -231610.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -231624.609375 Penalty: 752.687622
	Iteration 10Q: 3 clusters Score -231624.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -231637.937500 Penalty: 752.687622
	Iteration 11Q: 3 clusters Score -231637.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -231650.328125 Penalty: 752.687622
	Iteration 12Q: 3 clusters Score -231650.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -231669.515625 Penalty: 752.687622
	Iteration 13Q: 3 clusters Score -231669.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -231698.187500 Penalty: 752.687622
	Iteration 14Q: 3 clusters Score -231698.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -231744.812500 Penalty: 752.687622
	Iteration 15Q: 3 clusters Score -231744.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231805.906250 Penalty: 752.687622
	Iteration 16Q: 3 clusters Score -231805.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -231862.703125 Penalty: 752.687622
	Iteration 17Q: 3 clusters Score -231862.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -231930.937500 Penalty: 752.687622
	Iteration 18Q: 3 clusters Score -231930.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231977.375000 Penalty: 752.687622
	Iteration 19Q: 3 clusters Score -231977.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -232001.109375 Penalty: 752.687622
	Iteration 20F: 3 clusters Score -232001.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -232023.921875 Penalty: 752.687622
	Iteration 21Q: 3 clusters Score -232023.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232037.953125 Penalty: 752.687622
	Iteration 22Q: 3 clusters Score -232038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -232048.343750 Penalty: 752.687622
	Iteration 23Q: 3 clusters Score -232048.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232054.171875 Penalty: 752.687622
	Iteration 24Q: 3 clusters Score -232054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -232058.734375 Penalty: 752.687622
	Iteration 25Q: 3 clusters Score -232058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -232061.390625 Penalty: 752.687622
	Iteration 26Q: 3 clusters Score -232061.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232063.750000 Penalty: 752.687622
	Iteration 27Q: 3 clusters Score -232063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232065.296875 Penalty: 752.687622
	Iteration 28Q: 3 clusters Score -232065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232066.437500 Penalty: 752.687622
	Iteration 29Q: 3 clusters Score -232066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232067.656250 Penalty: 752.687622
	Iteration 30Q: 3 clusters Score -232067.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -232069.859375 Penalty: 752.687622
	Iteration 31Q: 3 clusters Score -232069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -232072.625000 Penalty: 752.687622
	Iteration 32Q: 3 clusters Score -232072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -232073.937500 Penalty: 752.687622
	Iteration 33Q: 3 clusters Score -232073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -232074.203125 Penalty: 752.687622
	Iteration 34Q: 3 clusters Score -232074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -232075.218750 Penalty: 752.687622
	Iteration 35Q: 3 clusters Score -232075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -232076.015625 Penalty: 752.687622
	Iteration 36Q: 3 clusters Score -232076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232076.421875 Penalty: 752.687622
	Iteration 37Q: 3 clusters Score -232076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -232076.296875 Penalty: 752.687622
	Iteration 38Q: 3 clusters Score -232076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -232076.859375 Penalty: 752.687622
	Iteration 39Q: 3 clusters Score -232076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -232077.156250 Penalty: 752.687622
	Iteration 40F: 3 clusters Score -232077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -232077.765625 Penalty: 752.687622
	Iteration 41Q: 3 clusters Score -232077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -232077.765625 Penalty: 752.687622
	Iteration 42F: 3 clusters Score -232077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16379.058594 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16379.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16045.197266 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16045.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16118.526367 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16118.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16139.816406 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16139.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16153.153320 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16153.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16157.985352 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16157.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16161.996094 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16163.499023 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16165.514648 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16165.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16166.674805 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16166.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16169.340820 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16169.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16172.670898 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16172.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16177.956055 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -16177.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16183.279297 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -16183.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16194.291016 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -16194.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16197.929688 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -16197.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16198.947266 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -16198.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16199.232422 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -16199.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16199.232422 Penalty: 510.127991
	Iteration 17F: 3 clusters Score -16199.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10343.526367 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10343.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10073.552734 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10073.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10132.223633 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10132.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10156.326172 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10156.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10165.268555 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10165.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10177.581055 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10177.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10180.970703 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10180.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10181.531250 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10181.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10181.531250 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -10181.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (118901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Entering Unmasked Estep 
Score: -7181894.000000 Penalty: 531.715149
	Iteration 0F: 2 clusters Score -7181894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -7103035.000000 Penalty: 1063.430298
	Iteration 0F: 3 clusters Score -7103035 nChanged 57926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7137932.000000 Penalty: 1063.430298
	Iteration 1F: 3 clusters Score -7137932 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7138550.500000 Penalty: 1063.430298
	Iteration 2Q: 3 clusters Score -7138550 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -7139433.500000 Penalty: 1063.430298
	Iteration 3Q: 3 clusters Score -7139434 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -7140603.000000 Penalty: 1063.430298
	Iteration 4Q: 3 clusters Score -7140603 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -7142285.500000 Penalty: 1063.430298
	Iteration 5Q: 3 clusters Score -7142286 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -7145138.000000 Penalty: 1063.430298
	Iteration 6Q: 3 clusters Score -7145138 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -7150124.000000 Penalty: 1063.430298
	Iteration 7F: 3 clusters Score -7150124 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -7157536.500000 Penalty: 1063.430298
	Iteration 8F: 3 clusters Score -7157536 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -7166528.000000 Penalty: 1063.430298
	Iteration 9F: 3 clusters Score -7166528 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -7174110.500000 Penalty: 1063.430298
	Iteration 10F: 3 clusters Score -7174110 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7178519.500000 Penalty: 1063.430298
	Iteration 11Q: 3 clusters Score -7178520 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7180464.000000 Penalty: 1063.430298
	Iteration 12Q: 3 clusters Score -7180464 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7181108.500000 Penalty: 1063.430298
	Iteration 13Q: 3 clusters Score -7181108 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7181316.000000 Penalty: 1063.430298
	Iteration 14Q: 3 clusters Score -7181316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7181391.000000 Penalty: 1063.430298
	Iteration 15Q: 3 clusters Score -7181391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7181421.000000 Penalty: 1063.430298
	Iteration 16Q: 3 clusters Score -7181421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118821 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7181428.000000 Penalty: 1063.430298
	Iteration 17Q: 3 clusters Score -7181428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7181435.500000 Penalty: 1063.430298
	Iteration 18Q: 3 clusters Score -7181436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7181454.500000 Penalty: 1063.430298
	Iteration 19Q: 3 clusters Score -7181454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7181453.000000 Penalty: 1063.430298
	Iteration 20F: 3 clusters Score -7181453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118830 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7181453.500000 Penalty: 1063.430298
	Iteration 21Q: 3 clusters Score -7181454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118830 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7181453.500000 Penalty: 1063.430298
	Iteration 22F: 3 clusters Score -7181454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3160.827881 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3160.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2906.913330 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2906.913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2960.075928 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2960.076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2977.464600 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -2977.465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2988.392578 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -2988.393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2990.913086 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -2990.913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2991.678711 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -2991.679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2994.447021 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -2994.447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2994.447021 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -2994.447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -14996.584961 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -14996.58 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 155 members 
Entering Unmasked Estep 
Score: -14647.564453 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -14647.56 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14818.677734 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -14818.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14844.572266 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -14844.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14853.915039 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -14853.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14863.437500 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -14863.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14866.752930 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -14866.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14870.886719 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -14870.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14875.589844 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -14875.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14877.233398 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -14877.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14878.083984 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -14878.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14878.077148 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -14878.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14878.077148 Penalty: 524.346680
	Iteration 11F: 3 clusters Score -14878.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12700.716797 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12700.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12403.036133 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -12403.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12489.171875 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12489.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12509.806641 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12509.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12517.092773 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -12517.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12521.564453 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12521.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12529.766602 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12529.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12536.798828 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12546.373047 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12546.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12556.125977 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12556.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12570.154297 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12570.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12578.229492 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12578.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12578.229492 Penalty: 487.877594
	Iteration 11F: 3 clusters Score -12578.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11677.216797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11677.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11387.220703 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11387.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11491.538086 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11491.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11521.670898 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11521.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11532.482422 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11532.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11535.719727 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11535.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11537.652344 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11537.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11539.645508 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11539.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11547.843750 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11547.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11555.627930 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11555.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11558.948242 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11558.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11559.241211 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11559.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11560.612305 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -11560.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11567.097656 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -11567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11569.683594 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -11569.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11571.272461 Penalty: 485.277405
	Iteration 14Q: 3 clusters Score -11571.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11571.858398 Penalty: 485.277405
	Iteration 15Q: 3 clusters Score -11571.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11571.858398 Penalty: 485.277405
	Iteration 16F: 3 clusters Score -11571.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14355.115234 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -14355.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14024.283203 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -14024.28 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14151.740234 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -14151.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14191.445312 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -14191.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14206.810547 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -14206.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14219.368164 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -14219.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14223.456055 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -14223.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14225.965820 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -14225.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14225.965820 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -14225.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (34347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Entering Unmasked Estep 
Score: -2068399.875000 Penalty: 475.214294
	Iteration 0F: 2 clusters Score -2068400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2045374.875000 Penalty: 950.428589
	Iteration 0F: 3 clusters Score -2045375 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2054919.875000 Penalty: 950.428589
	Iteration 1F: 3 clusters Score -2054920 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2055624.375000 Penalty: 950.428589
	Iteration 2Q: 3 clusters Score -2055624 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2056948.000000 Penalty: 950.428589
	Iteration 3F: 3 clusters Score -2056948 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2059332.000000 Penalty: 950.428589
	Iteration 4F: 3 clusters Score -2059332 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2062628.625000 Penalty: 950.428589
	Iteration 5F: 3 clusters Score -2062629 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2065609.750000 Penalty: 950.428589
	Iteration 6F: 3 clusters Score -2065610 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2067252.250000 Penalty: 950.428589
	Iteration 7Q: 3 clusters Score -2067252 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2067795.250000 Penalty: 950.428589
	Iteration 8Q: 3 clusters Score -2067795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2067921.250000 Penalty: 950.428589
	Iteration 9Q: 3 clusters Score -2067921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2067947.500000 Penalty: 950.428589
	Iteration 10Q: 3 clusters Score -2067948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2067951.875000 Penalty: 950.428589
	Iteration 11Q: 3 clusters Score -2067952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2067951.875000 Penalty: 950.428589
	Iteration 12F: 3 clusters Score -2067952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -66611.789062 Penalty: 318.845825
	Iteration 0F: 2 clusters Score -66611.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -65732.414062 Penalty: 637.691650
	Iteration 0F: 3 clusters Score -65732.41 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66045.195312 Penalty: 637.691650
	Iteration 1F: 3 clusters Score -66045.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66099.609375 Penalty: 637.691650
	Iteration 2F: 3 clusters Score -66099.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66136.609375 Penalty: 637.691650
	Iteration 3Q: 3 clusters Score -66136.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66171.921875 Penalty: 637.691650
	Iteration 4Q: 3 clusters Score -66171.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66223.804688 Penalty: 637.691650
	Iteration 5Q: 3 clusters Score -66223.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66269.546875 Penalty: 637.691650
	Iteration 6Q: 3 clusters Score -66269.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66325.390625 Penalty: 637.691650
	Iteration 7Q: 3 clusters Score -66325.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66362.671875 Penalty: 637.691650
	Iteration 8Q: 3 clusters Score -66362.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66388.992188 Penalty: 637.691650
	Iteration 9Q: 3 clusters Score -66388.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66409.812500 Penalty: 637.691650
	Iteration 10Q: 3 clusters Score -66409.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66421.890625 Penalty: 637.691650
	Iteration 11Q: 3 clusters Score -66421.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66432.273438 Penalty: 637.691650
	Iteration 12Q: 3 clusters Score -66432.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66444.101562 Penalty: 637.691650
	Iteration 13Q: 3 clusters Score -66444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66452.156250 Penalty: 637.691650
	Iteration 14Q: 3 clusters Score -66452.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66458.734375 Penalty: 637.691650
	Iteration 15Q: 3 clusters Score -66458.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66466.140625 Penalty: 637.691650
	Iteration 16Q: 3 clusters Score -66466.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66475.117188 Penalty: 637.691650
	Iteration 17Q: 3 clusters Score -66475.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66486.812500 Penalty: 637.691650
	Iteration 18Q: 3 clusters Score -66486.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66498.523438 Penalty: 637.691650
	Iteration 19Q: 3 clusters Score -66498.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66507.304688 Penalty: 637.691650
	Iteration 20F: 3 clusters Score -66507.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66515.289062 Penalty: 637.691650
	Iteration 21Q: 3 clusters Score -66515.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66520.765625 Penalty: 637.691650
	Iteration 22Q: 3 clusters Score -66520.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66527.585938 Penalty: 637.691650
	Iteration 23Q: 3 clusters Score -66527.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66529.296875 Penalty: 637.691650
	Iteration 24Q: 3 clusters Score -66529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -66530.804688 Penalty: 637.691650
	Iteration 25Q: 3 clusters Score -66530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66531.640625 Penalty: 637.691650
	Iteration 26Q: 3 clusters Score -66531.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66532.257812 Penalty: 637.691650
	Iteration 27Q: 3 clusters Score -66532.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66533.585938 Penalty: 637.691650
	Iteration 28Q: 3 clusters Score -66533.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66534.687500 Penalty: 637.691650
	Iteration 29Q: 3 clusters Score -66534.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66537.593750 Penalty: 637.691650
	Iteration 30Q: 3 clusters Score -66537.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66541.796875 Penalty: 637.691650
	Iteration 31Q: 3 clusters Score -66541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66552.039062 Penalty: 637.691650
	Iteration 32Q: 3 clusters Score -66552.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66556.351562 Penalty: 637.691650
	Iteration 33Q: 3 clusters Score -66556.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66557.828125 Penalty: 637.691650
	Iteration 34Q: 3 clusters Score -66557.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66558.726562 Penalty: 637.691650
	Iteration 35Q: 3 clusters Score -66558.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66559.156250 Penalty: 637.691650
	Iteration 36Q: 3 clusters Score -66559.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66560.218750 Penalty: 637.691650
	Iteration 37Q: 3 clusters Score -66560.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66560.992188 Penalty: 637.691650
	Iteration 38Q: 3 clusters Score -66560.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66562.437500 Penalty: 637.691650
	Iteration 39Q: 3 clusters Score -66562.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66563.585938 Penalty: 637.691650
	Iteration 40F: 3 clusters Score -66563.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66563.851562 Penalty: 637.691650
	Iteration 41Q: 3 clusters Score -66563.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66563.851562 Penalty: 637.691650
	Iteration 42F: 3 clusters Score -66563.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24852.927734 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24852.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24465.173828 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24465.17 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24584.501953 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24611.982422 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24611.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24618.761719 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24618.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24627.492188 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24627.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24633.634766 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24633.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24642.369141 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24642.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24654.666016 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24654.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24663.900391 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24670.876953 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24670.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24676.947266 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24676.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24680.503906 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24682.000000 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24682.000000 Penalty: 542.919373
	Iteration 13F: 3 clusters Score -24682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29977.318359 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29977.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29479.732422 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29479.73 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29655.732422 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29655.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29727.941406 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29727.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29773.525391 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -29773.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29814.335938 Penalty: 565.529358
	Iteration 4F: 3 clusters Score -29814.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29836.453125 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29836.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29862.033203 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29862.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29899.400391 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29899.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29922.337891 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29922.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29934.193359 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29934.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29943.898438 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29951.349609 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29951.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29956.132812 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29956.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29958.156250 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29958.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29958.552734 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29958.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29959.882812 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29959.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29960.962891 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29960.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29961.892578 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -29961.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29966.503906 Penalty: 565.529358
	Iteration 18Q: 3 clusters Score -29966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29967.806641 Penalty: 565.529358
	Iteration 19Q: 3 clusters Score -29967.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29967.806641 Penalty: 565.529358
	Iteration 20F: 3 clusters Score -29967.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -3903.065674 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -3903.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3692.005615 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3692.006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3723.064453 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3723.064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3730.921631 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -3730.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3731.590820 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3731.591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3735.767578 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3735.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3737.884521 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -3737.885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3743.437744 Penalty: 435.661743
	Iteration 6Q: 3 clusters Score -3743.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3750.642578 Penalty: 435.661743
	Iteration 7Q: 3 clusters Score -3750.643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3756.615967 Penalty: 435.661743
	Iteration 8Q: 3 clusters Score -3756.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3756.615967 Penalty: 435.661743
	Iteration 9F: 3 clusters Score -3756.616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -20883.416016 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -20883.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20518.312500 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -20518.31 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20654.511719 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -20654.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20730.435547 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -20730.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20742.662109 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -20742.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20750.585938 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -20750.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20756.056641 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -20756.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20756.056641 Penalty: 525.201111
	Iteration 6F: 3 clusters Score -20756.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -14702.601562 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -14702.6 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 126 members 
Entering Unmasked Estep 
Score: -14377.937500 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -14377.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14489.612305 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -14489.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14533.642578 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -14533.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14554.342773 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -14554.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14563.770508 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -14563.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14567.335938 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -14567.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14573.540039 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -14573.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14587.558594 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -14587.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14595.584961 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -14595.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14603.671875 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -14603.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14606.759766 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -14606.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14607.401367 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -14607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14607.401367 Penalty: 502.088196
	Iteration 12F: 3 clusters Score -14607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10281.965820 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10281.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10000.273438 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10000.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10059.728516 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10059.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10089.937500 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10089.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10121.625000 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10121.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10134.196289 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10145.153320 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10145.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10149.556641 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10149.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10149.556641 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -10149.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -3028.748047 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -3028.748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2907.065430 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -2907.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2911.500000 Penalty: 359.563171
	Iteration 1Q: 3 clusters Score -2911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2911.500000 Penalty: 359.563171
	Iteration 2F: 3 clusters Score -2911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9240.574219 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9240.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8991.220703 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -8991.221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9055.917969 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9055.918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9069.882812 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9069.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9072.646484 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9072.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9072.646484 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -9072.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3481.407715 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3481.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3338.812500 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3338.812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3394.226807 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3394.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3400.739990 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3400.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3400.739990 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3400.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -16873.068359 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -16873.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16516.888672 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -16516.89 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16683.767578 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -16683.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16780.833984 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -16780.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16806.904297 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -16806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16825.857422 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -16825.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16833.802734 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -16833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16846.517578 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -16846.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16848.392578 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -16848.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16850.382812 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -16850.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16851.000000 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -16851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16851.000000 Penalty: 515.329407
	Iteration 10F: 3 clusters Score -16851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -13554.355469 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -13554.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13253.947266 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -13253.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13369.552734 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -13369.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13400.596680 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -13400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13407.296875 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -13407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13410.076172 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -13410.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13413.108398 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -13413.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13413.108398 Penalty: 499.868591
	Iteration 6F: 3 clusters Score -13413.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9279.737305 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9279.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9016.429688 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9016.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9081.189453 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9081.189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9128.563477 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9128.563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9196.930664 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9196.931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9213.097656 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9213.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9225.013672 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9225.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9228.505859 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9228.506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9234.352539 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9234.353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9246.283203 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9246.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9248.718750 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -9248.719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9248.718750 Penalty: 475.542938
	Iteration 10F: 3 clusters Score -9248.719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5431.770020 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5431.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5249.088379 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5249.088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5296.474609 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5296.475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5304.445801 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -5304.446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5312.999512 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5315.375488 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5315.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5317.208984 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5317.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5317.208984 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -5317.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (152402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Entering Unmasked Estep 
Score: -9135186.000000 Penalty: 543.009583
	Iteration 0F: 2 clusters Score -9135186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 75991 members 
Entering Unmasked Estep 
Score: -9034244.000000 Penalty: 1086.019165
	Iteration 0F: 3 clusters Score -9034244 nChanged 74752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -9084096.000000 Penalty: 1086.019165
	Iteration 1F: 3 clusters Score -9084096 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -9088774.000000 Penalty: 1086.019165
	Iteration 2F: 3 clusters Score -9088774 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -9095166.000000 Penalty: 1086.019165
	Iteration 3F: 3 clusters Score -9095166 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -9103725.000000 Penalty: 1086.019165
	Iteration 4F: 3 clusters Score -9103725 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119542 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -9112522.000000 Penalty: 1086.019165
	Iteration 5F: 3 clusters Score -9112522 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -9118893.000000 Penalty: 1086.019165
	Iteration 6Q: 3 clusters Score -9118893 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -9122737.000000 Penalty: 1086.019165
	Iteration 7Q: 3 clusters Score -9122737 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132737 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -9124896.000000 Penalty: 1086.019165
	Iteration 8Q: 3 clusters Score -9124896 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135319 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -9126445.000000 Penalty: 1086.019165
	Iteration 9Q: 3 clusters Score -9126445 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137606 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -9127636.000000 Penalty: 1086.019165
	Iteration 10Q: 3 clusters Score -9127636 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -9128630.000000 Penalty: 1086.019165
	Iteration 11Q: 3 clusters Score -9128630 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -9129576.000000 Penalty: 1086.019165
	Iteration 12Q: 3 clusters Score -9129576 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -9130338.000000 Penalty: 1086.019165
	Iteration 13Q: 3 clusters Score -9130338 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144395 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -9131003.000000 Penalty: 1086.019165
	Iteration 14Q: 3 clusters Score -9131003 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -9131640.000000 Penalty: 1086.019165
	Iteration 15Q: 3 clusters Score -9131640 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -9132163.000000 Penalty: 1086.019165
	Iteration 16Q: 3 clusters Score -9132163 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -9132533.000000 Penalty: 1086.019165
	Iteration 17Q: 3 clusters Score -9132533 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9132886.000000 Penalty: 1086.019165
	Iteration 18Q: 3 clusters Score -9132886 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9133192.000000 Penalty: 1086.019165
	Iteration 19Q: 3 clusters Score -9133192 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9133417.000000 Penalty: 1086.019165
	Iteration 20F: 3 clusters Score -9133417 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9133606.000000 Penalty: 1086.019165
	Iteration 21Q: 3 clusters Score -9133606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9133783.000000 Penalty: 1086.019165
	Iteration 22Q: 3 clusters Score -9133783 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9133975.000000 Penalty: 1086.019165
	Iteration 23Q: 3 clusters Score -9133975 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150485 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9134057.000000 Penalty: 1086.019165
	Iteration 24Q: 3 clusters Score -9134057 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9134146.000000 Penalty: 1086.019165
	Iteration 25Q: 3 clusters Score -9134146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9134202.000000 Penalty: 1086.019165
	Iteration 26Q: 3 clusters Score -9134202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9134265.000000 Penalty: 1086.019165
	Iteration 27Q: 3 clusters Score -9134265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9134339.000000 Penalty: 1086.019165
	Iteration 28Q: 3 clusters Score -9134339 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151214 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9134392.000000 Penalty: 1086.019165
	Iteration 29Q: 3 clusters Score -9134392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9134446.000000 Penalty: 1086.019165
	Iteration 30Q: 3 clusters Score -9134446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9134505.000000 Penalty: 1086.019165
	Iteration 31Q: 3 clusters Score -9134505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9134552.000000 Penalty: 1086.019165
	Iteration 32Q: 3 clusters Score -9134552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9134581.000000 Penalty: 1086.019165
	Iteration 33Q: 3 clusters Score -9134581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151579 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9134608.000000 Penalty: 1086.019165
	Iteration 34Q: 3 clusters Score -9134608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9134638.000000 Penalty: 1086.019165
	Iteration 35Q: 3 clusters Score -9134638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9134651.000000 Penalty: 1086.019165
	Iteration 36Q: 3 clusters Score -9134651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9134657.000000 Penalty: 1086.019165
	Iteration 37Q: 3 clusters Score -9134657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9134676.000000 Penalty: 1086.019165
	Iteration 38Q: 3 clusters Score -9134676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151758 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9134671.000000 Penalty: 1086.019165
	Iteration 39Q: 3 clusters Score -9134671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9134672.000000 Penalty: 1086.019165
	Iteration 40F: 3 clusters Score -9134672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9134679.000000 Penalty: 1086.019165
	Iteration 41Q: 3 clusters Score -9134679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151821 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9134682.000000 Penalty: 1086.019165
	Iteration 42Q: 3 clusters Score -9134682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9134688.000000 Penalty: 1086.019165
	Iteration 43Q: 3 clusters Score -9134688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151846 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9134686.000000 Penalty: 1086.019165
	Iteration 44Q: 3 clusters Score -9134686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9134688.000000 Penalty: 1086.019165
	Iteration 45Q: 3 clusters Score -9134688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9134682.000000 Penalty: 1086.019165
	Iteration 46Q: 3 clusters Score -9134682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9134689.000000 Penalty: 1086.019165
	Iteration 47Q: 3 clusters Score -9134689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151871 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9134693.000000 Penalty: 1086.019165
	Iteration 48Q: 3 clusters Score -9134693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151877 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9134693.000000 Penalty: 1086.019165
	Iteration 49Q: 3 clusters Score -9134693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9134693.000000 Penalty: 1086.019165
	Iteration 50Q: 3 clusters Score -9134693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9134699.000000 Penalty: 1086.019165
	Iteration 51Q: 3 clusters Score -9134699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9134701.000000 Penalty: 1086.019165
	Iteration 52Q: 3 clusters Score -9134701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9134686.000000 Penalty: 1086.019165
	Iteration 53Q: 3 clusters Score -9134686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9134687.000000 Penalty: 1086.019165
	Iteration 54Q: 3 clusters Score -9134687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9134690.000000 Penalty: 1086.019165
	Iteration 55Q: 3 clusters Score -9134690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9134696.000000 Penalty: 1086.019165
	Iteration 56Q: 3 clusters Score -9134696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9134702.000000 Penalty: 1086.019165
	Iteration 57Q: 3 clusters Score -9134702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151932 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9134694.000000 Penalty: 1086.019165
	Iteration 58Q: 3 clusters Score -9134694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9134692.000000 Penalty: 1086.019165
	Iteration 59Q: 3 clusters Score -9134692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9134696.000000 Penalty: 1086.019165
	Iteration 60F: 3 clusters Score -9134696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9134699.000000 Penalty: 1086.019165
	Iteration 61Q: 3 clusters Score -9134699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9134710.000000 Penalty: 1086.019165
	Iteration 62Q: 3 clusters Score -9134710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151953 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9134708.000000 Penalty: 1086.019165
	Iteration 63Q: 3 clusters Score -9134708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151961 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9134715.000000 Penalty: 1086.019165
	Iteration 64Q: 3 clusters Score -9134715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9134715.000000 Penalty: 1086.019165
	Iteration 65Q: 3 clusters Score -9134715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9134723.000000 Penalty: 1086.019165
	Iteration 66Q: 3 clusters Score -9134723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9134721.000000 Penalty: 1086.019165
	Iteration 67Q: 3 clusters Score -9134721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9134724.000000 Penalty: 1086.019165
	Iteration 68Q: 3 clusters Score -9134724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151980 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9134726.000000 Penalty: 1086.019165
	Iteration 69Q: 3 clusters Score -9134726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9134731.000000 Penalty: 1086.019165
	Iteration 70Q: 3 clusters Score -9134731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9134728.000000 Penalty: 1086.019165
	Iteration 71Q: 3 clusters Score -9134728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9134728.000000 Penalty: 1086.019165
	Iteration 72Q: 3 clusters Score -9134728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9134729.000000 Penalty: 1086.019165
	Iteration 73Q: 3 clusters Score -9134729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9134732.000000 Penalty: 1086.019165
	Iteration 74Q: 3 clusters Score -9134732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151998 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9134735.000000 Penalty: 1086.019165
	Iteration 75Q: 3 clusters Score -9134735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9134740.000000 Penalty: 1086.019165
	Iteration 76Q: 3 clusters Score -9134740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9134738.000000 Penalty: 1086.019165
	Iteration 77Q: 3 clusters Score -9134738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9134740.000000 Penalty: 1086.019165
	Iteration 78Q: 3 clusters Score -9134740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9134741.000000 Penalty: 1086.019165
	Iteration 79Q: 3 clusters Score -9134741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9134738.000000 Penalty: 1086.019165
	Iteration 80F: 3 clusters Score -9134738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9134740.000000 Penalty: 1086.019165
	Iteration 81Q: 3 clusters Score -9134740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9134746.000000 Penalty: 1086.019165
	Iteration 82Q: 3 clusters Score -9134746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9134746.000000 Penalty: 1086.019165
	Iteration 83Q: 3 clusters Score -9134746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9134744.000000 Penalty: 1086.019165
	Iteration 84Q: 3 clusters Score -9134744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9134744.000000 Penalty: 1086.019165
	Iteration 85Q: 3 clusters Score -9134744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9134750.000000 Penalty: 1086.019165
	Iteration 86Q: 3 clusters Score -9134750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9134756.000000 Penalty: 1086.019165
	Iteration 87Q: 3 clusters Score -9134756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152016 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9134754.000000 Penalty: 1086.019165
	Iteration 88Q: 3 clusters Score -9134754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9134756.000000 Penalty: 1086.019165
	Iteration 89Q: 3 clusters Score -9134756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9134756.000000 Penalty: 1086.019165
	Iteration 90F: 3 clusters Score -9134756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25853.375000 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25853.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25403.832031 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25403.83 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25596.037109 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25596.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25691.589844 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25691.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25760.652344 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25760.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25783.900391 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -25783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25792.927734 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -25792.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25807.511719 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25807.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25826.830078 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25826.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25842.294922 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25842.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25856.283203 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -25856.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25862.642578 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -25862.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25866.757812 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -25866.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25869.167969 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -25869.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25870.669922 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -25870.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25872.828125 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -25872.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25873.160156 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -25873.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25873.160156 Penalty: 555.941528
	Iteration 16F: 3 clusters Score -25873.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 189 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211316.000000 Penalty: 57900.906250
Splitting cluster 69 changes total score from -58211640.000000 to -58211316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -21509.970703 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -21509.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21120.933594 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -21120.93 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21251.919922 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -21251.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21298.248047 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -21298.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21356.867188 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -21356.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21380.462891 Penalty: 536.640991
	Iteration 4F: 3 clusters Score -21380.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21407.646484 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -21407.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21433.703125 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -21433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21463.134766 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -21463.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21492.197266 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -21492.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21533.675781 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -21533.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21567.460938 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -21567.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21581.548828 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -21581.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21584.042969 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -21584.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21585.230469 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -21585.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21585.738281 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -21585.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21585.738281 Penalty: 536.640991
	Iteration 15F: 3 clusters Score -21585.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 213 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211316.000000 Penalty: 57900.906250
Splitting cluster 70 changes total score from -58211640.000000 to -58211316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -7263.217773 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -7263.218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7017.736328 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7017.736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7108.443359 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7108.443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7148.451172 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7148.451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7169.387695 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -7169.388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7175.934082 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -7175.934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7188.227051 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -7188.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7193.404297 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -7193.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7193.404297 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -7193.404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16542.587891 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16228.433594 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -16228.43 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16353.263672 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -16353.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16413.755859 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -16413.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16504.070312 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -16504.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16568.917969 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -16568.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16591.074219 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -16591.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16610.859375 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16610.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16632.830078 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16632.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16635.382812 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16635.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16639.058594 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -16639.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16640.025391 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -16640.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16640.025391 Penalty: 510.127991
	Iteration 11F: 3 clusters Score -16640.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 71 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211292.000000 Penalty: 57900.906250
Splitting cluster 72 changes total score from -58211640.000000 to -58211292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5946.746094 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5946.746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5747.461426 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5747.461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5795.537598 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5795.538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5825.376465 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5825.376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5854.566895 Penalty: 428.567261
	Iteration 3F: 3 clusters Score -5854.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5858.326172 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5858.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5859.322754 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5859.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5859.322754 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -5859.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -45626.023438 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -45626.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45012.750000 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -45012.75 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45200.050781 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -45200.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45239.484375 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -45239.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45280.519531 Penalty: 598.077759
	Iteration 3Q: 3 clusters Score -45280.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45307.726562 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -45307.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45329.363281 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -45329.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45348.656250 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -45348.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45361.191406 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -45361.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45377.558594 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -45377.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45392.085938 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -45392.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45400.710938 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -45400.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45408.179688 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -45408.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45410.421875 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -45410.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45412.585938 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -45412.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45414.234375 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -45414.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45416.886719 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -45416.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45418.910156 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -45418.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45426.175781 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -45426.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45431.855469 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -45431.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45434.093750 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -45434.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45435.378906 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -45435.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45438.277344 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -45438.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45441.632812 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -45441.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45444.585938 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -45444.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45446.613281 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -45446.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45446.726562 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -45446.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45446.726562 Penalty: 598.077759
	Iteration 26F: 3 clusters Score -45446.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -3978.618652 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -3978.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3782.107666 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -3782.108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3832.375244 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -3832.375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3849.965332 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -3849.965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3853.748047 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -3853.748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3854.107666 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -3854.108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3854.107666 Penalty: 430.192291
	Iteration 5F: 3 clusters Score -3854.108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -13560.354492 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13560.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13228.401367 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13228.4 nChanged 83
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: -13344.703125 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -13344.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13397.179688 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13397.18 nChanged 23
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: -13450.117188 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -13450.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13474.504883 Penalty: 514.056702
	Iteration 4F: 3 clusters Score -13474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13476.608398 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13476.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13477.670898 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13477.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13477.670898 Penalty: 514.056702
	Iteration 7F: 3 clusters Score -13477.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -41022.089844 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -41022.09 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 333 members 
Entering Unmasked Estep 
Score: -40443.921875 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -40443.92 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40600.574219 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -40600.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40630.816406 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -40630.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40661.812500 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -40661.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40685.953125 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -40685.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40709.980469 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -40709.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40737.503906 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -40737.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40765.906250 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -40765.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40782.839844 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -40782.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40812.570312 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -40812.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40867.398438 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -40867.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40921.031250 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -40921.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40940.015625 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -40940.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40946.613281 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -40946.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40948.539062 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -40948.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40950.007812 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -40950.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40950.441406 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -40950.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40950.781250 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -40950.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40950.781250 Penalty: 592.162231
	Iteration 18F: 3 clusters Score -40950.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -10027.302734 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -10027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9776.969727 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -9776.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9851.484375 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -9851.484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9862.124023 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -9862.124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9870.731445 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -9870.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9874.083008 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -9874.083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9875.888672 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -9875.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9875.888672 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -9875.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8392.208984 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8392.209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8158.848633 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8158.849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8328.200195 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8384.128906 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8384.129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8420.656250 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8420.656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8612.726562 Penalty: 461.840820
	Iteration 4F: 3 clusters Score -8612.727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8621.222656 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8621.223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8629.743164 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8629.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8629.743164 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -8629.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 75 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 85 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211444.000000 Penalty: 57900.906250
Splitting cluster 79 changes total score from -58211640.000000 to -58211444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7482.398438 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7482.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7266.335449 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7266.335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7319.855957 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7319.856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7336.955566 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7336.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7341.698242 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7341.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7354.031738 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7354.032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7356.781738 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7356.782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7364.155762 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7364.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7371.043945 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7371.044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7392.474121 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -7392.474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7397.400879 Penalty: 443.642975
	Iteration 9Q: 3 clusters Score -7397.401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7397.950195 Penalty: 443.642975
	Iteration 10Q: 3 clusters Score -7397.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7397.950195 Penalty: 443.642975
	Iteration 11F: 3 clusters Score -7397.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6732.739746 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6732.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6514.201172 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6514.201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6592.465332 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6592.465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6657.619629 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6657.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6669.522461 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6669.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6671.822754 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6671.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6672.609863 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6672.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6677.420410 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6677.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6678.940430 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6678.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6681.887695 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6681.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6681.887695 Penalty: 449.037140
	Iteration 9F: 3 clusters Score -6681.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8577.208984 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8577.209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8671.631836 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8671.632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8728.173828 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8728.174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8742.742188 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8742.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8747.343750 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8747.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8747.343750 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8747.344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -85135.820312 Penalty: 334.971466
	Iteration 0F: 2 clusters Score -85135.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -83971.710938 Penalty: 669.942932
	Iteration 0F: 3 clusters Score -83971.71 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -84397.921875 Penalty: 669.942932
	Iteration 1F: 3 clusters Score -84397.92 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -84516.406250 Penalty: 669.942932
	Iteration 2F: 3 clusters Score -84516.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -84611.859375 Penalty: 669.942932
	Iteration 3F: 3 clusters Score -84611.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -84688.117188 Penalty: 669.942932
	Iteration 4F: 3 clusters Score -84688.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -84756.750000 Penalty: 669.942932
	Iteration 5Q: 3 clusters Score -84756.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -84839.414062 Penalty: 669.942932
	Iteration 6F: 3 clusters Score -84839.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -84898.570312 Penalty: 669.942932
	Iteration 7Q: 3 clusters Score -84898.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -84931.617188 Penalty: 669.942932
	Iteration 8Q: 3 clusters Score -84931.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -84960.007812 Penalty: 669.942932
	Iteration 9Q: 3 clusters Score -84960.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -84981.648438 Penalty: 669.942932
	Iteration 10Q: 3 clusters Score -84981.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -84992.945312 Penalty: 669.942932
	Iteration 11Q: 3 clusters Score -84992.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -85005.976562 Penalty: 669.942932
	Iteration 12Q: 3 clusters Score -85005.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -85023.414062 Penalty: 669.942932
	Iteration 13Q: 3 clusters Score -85023.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -85042.710938 Penalty: 669.942932
	Iteration 14Q: 3 clusters Score -85042.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -85063.703125 Penalty: 669.942932
	Iteration 15Q: 3 clusters Score -85063.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -85082.789062 Penalty: 669.942932
	Iteration 16Q: 3 clusters Score -85082.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -85107.085938 Penalty: 669.942932
	Iteration 17Q: 3 clusters Score -85107.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -85121.734375 Penalty: 669.942932
	Iteration 18Q: 3 clusters Score -85121.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -85139.601562 Penalty: 669.942932
	Iteration 19Q: 3 clusters Score -85139.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -85156.125000 Penalty: 669.942932
	Iteration 20F: 3 clusters Score -85156.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -85162.632812 Penalty: 669.942932
	Iteration 21Q: 3 clusters Score -85162.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -85164.242188 Penalty: 669.942932
	Iteration 22Q: 3 clusters Score -85164.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -85165.554688 Penalty: 669.942932
	Iteration 23Q: 3 clusters Score -85165.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -85166.281250 Penalty: 669.942932
	Iteration 24Q: 3 clusters Score -85166.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -85166.281250 Penalty: 669.942932
	Iteration 25F: 3 clusters Score -85166.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 1266 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 309 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211344.000000 Penalty: 57900.906250
Splitting cluster 83 changes total score from -58211640.000000 to -58211344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 84 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10853.630859 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10853.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10568.961914 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10568.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10663.801758 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10756.662109 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10756.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10814.732422 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10814.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10820.211914 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10820.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10828.346680 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10828.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10841.375000 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10841.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10848.662109 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10848.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10850.750000 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10850.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10852.689453 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10852.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10853.325195 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -10853.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10853.792969 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -10853.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10854.328125 Penalty: 480.771515
	Iteration 12Q: 3 clusters Score -10854.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10854.328125 Penalty: 480.771515
	Iteration 13F: 3 clusters Score -10854.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 93 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 104 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211220.000000 Penalty: 57900.906250
Splitting cluster 84 changes total score from -58211640.000000 to -58211220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 85 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -34115.707031 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -34115.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33583.945312 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -33583.95 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33734.042969 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -33734.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33762.968750 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -33762.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33781.492188 Penalty: 576.812073
	Iteration 3Q: 3 clusters Score -33781.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33796.128906 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -33796.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33826.050781 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -33826.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33859.027344 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -33859.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33885.707031 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -33885.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33910.371094 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -33910.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33934.976562 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -33934.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33958.855469 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -33958.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33969.250000 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -33969.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33973.433594 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -33973.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33974.886719 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -33974.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33974.992188 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -33974.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33975.101562 Penalty: 576.812073
	Iteration 15Q: 3 clusters Score -33975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33976.531250 Penalty: 576.812073
	Iteration 16Q: 3 clusters Score -33976.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33976.531250 Penalty: 576.812073
	Iteration 17F: 3 clusters Score -33976.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -18907.119141 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -18907.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18570.355469 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -18570.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18664.974609 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -18664.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18709.500000 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -18709.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18755.460938 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -18755.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18783.724609 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -18783.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18791.330078 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -18791.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18796.035156 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -18796.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18801.705078 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -18801.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18815.650391 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -18815.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18821.767578 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -18821.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18831.964844 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -18831.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18836.046875 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -18836.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18850.417969 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -18850.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18869.453125 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -18869.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18877.234375 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -18877.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18893.082031 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -18893.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18899.148438 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -18899.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18900.925781 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -18900.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18900.925781 Penalty: 509.792816
	Iteration 18F: 3 clusters Score -18900.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -10313.819336 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -10313.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10045.083984 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -10045.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10102.232422 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -10102.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10121.819336 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -10121.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10134.561523 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -10134.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10138.027344 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -10138.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10140.798828 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -10140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10140.798828 Penalty: 467.357666
	Iteration 6F: 3 clusters Score -10140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -8039.735840 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -8039.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7829.479492 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7829.479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7861.348145 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7861.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7865.917480 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -7865.917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7870.153809 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7870.154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7872.153809 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7872.154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7875.275391 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7875.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7876.971191 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7876.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7878.643066 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7878.643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7886.507812 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -7886.508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7890.591309 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -7890.591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7890.591309 Penalty: 444.334991
	Iteration 10F: 3 clusters Score -7890.591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (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: -365194.343750 Penalty: 395.774780
	Iteration 0F: 2 clusters Score -365194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -361210.625000 Penalty: 791.549561
	Iteration 0F: 3 clusters Score -361210.6 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -362796.343750 Penalty: 791.549561
	Iteration 1F: 3 clusters Score -362796.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -363057.187500 Penalty: 791.549561
	Iteration 2F: 3 clusters Score -363057.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -363395.937500 Penalty: 791.549561
	Iteration 3F: 3 clusters Score -363395.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -363746.281250 Penalty: 791.549561
	Iteration 4F: 3 clusters Score -363746.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364050.375000 Penalty: 791.549561
	Iteration 5Q: 3 clusters Score -364050.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -364266.000000 Penalty: 791.549561
	Iteration 6Q: 3 clusters Score -364266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -364375.718750 Penalty: 791.549561
	Iteration 7Q: 3 clusters Score -364375.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -364437.906250 Penalty: 791.549561
	Iteration 8Q: 3 clusters Score -364437.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -364490.093750 Penalty: 791.549561
	Iteration 9Q: 3 clusters Score -364490.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -364539.750000 Penalty: 791.549561
	Iteration 10Q: 3 clusters Score -364539.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -364579.437500 Penalty: 791.549561
	Iteration 11Q: 3 clusters Score -364579.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -364614.968750 Penalty: 791.549561
	Iteration 12Q: 3 clusters Score -364615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -364643.031250 Penalty: 791.549561
	Iteration 13Q: 3 clusters Score -364643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -364668.312500 Penalty: 791.549561
	Iteration 14Q: 3 clusters Score -364668.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -364686.781250 Penalty: 791.549561
	Iteration 15Q: 3 clusters Score -364686.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -364706.062500 Penalty: 791.549561
	Iteration 16Q: 3 clusters Score -364706.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -364720.468750 Penalty: 791.549561
	Iteration 17Q: 3 clusters Score -364720.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -364733.968750 Penalty: 791.549561
	Iteration 18Q: 3 clusters Score -364734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -364739.968750 Penalty: 791.549561
	Iteration 19Q: 3 clusters Score -364740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -364746.781250 Penalty: 791.549561
	Iteration 20F: 3 clusters Score -364746.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -364754.906250 Penalty: 791.549561
	Iteration 21Q: 3 clusters Score -364754.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -364767.812500 Penalty: 791.549561
	Iteration 22Q: 3 clusters Score -364767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -364782.562500 Penalty: 791.549561
	Iteration 23Q: 3 clusters Score -364782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -364793.531250 Penalty: 791.549561
	Iteration 24Q: 3 clusters Score -364793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -364803.437500 Penalty: 791.549561
	Iteration 25Q: 3 clusters Score -364803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -364811.281250 Penalty: 791.549561
	Iteration 26Q: 3 clusters Score -364811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -364816.562500 Penalty: 791.549561
	Iteration 27Q: 3 clusters Score -364816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -364820.375000 Penalty: 791.549561
	Iteration 28Q: 3 clusters Score -364820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -364823.281250 Penalty: 791.549561
	Iteration 29Q: 3 clusters Score -364823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -364832.000000 Penalty: 791.549561
	Iteration 30Q: 3 clusters Score -364832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -364838.437500 Penalty: 791.549561
	Iteration 31Q: 3 clusters Score -364838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -364841.906250 Penalty: 791.549561
	Iteration 32Q: 3 clusters Score -364841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -364844.875000 Penalty: 791.549561
	Iteration 33Q: 3 clusters Score -364844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -364849.125000 Penalty: 791.549561
	Iteration 34Q: 3 clusters Score -364849.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -364851.812500 Penalty: 791.549561
	Iteration 35Q: 3 clusters Score -364851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -364854.125000 Penalty: 791.549561
	Iteration 36Q: 3 clusters Score -364854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -364857.187500 Penalty: 791.549561
	Iteration 37Q: 3 clusters Score -364857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -364858.875000 Penalty: 791.549561
	Iteration 38Q: 3 clusters Score -364858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -364862.500000 Penalty: 791.549561
	Iteration 39Q: 3 clusters Score -364862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -364863.125000 Penalty: 791.549561
	Iteration 40F: 3 clusters Score -364863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -364862.843750 Penalty: 791.549561
	Iteration 41Q: 3 clusters Score -364862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -364863.156250 Penalty: 791.549561
	Iteration 42Q: 3 clusters Score -364863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -364863.156250 Penalty: 791.549561
	Iteration 43F: 3 clusters Score -364863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -6228.523438 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -6228.523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6013.531738 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -6013.532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6106.801758 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -6106.802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6187.027832 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -6187.028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6200.650879 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -6200.651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6230.881836 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -6230.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6239.118164 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -6239.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6239.118164 Penalty: 427.743713
	Iteration 6F: 3 clusters Score -6239.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 53 contains 29 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 81 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
Score: -58211172.000000 Penalty: 57900.906250
Splitting cluster 90 changes total score from -58211640.000000 to -58211172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 91 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -17788.585938 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -17788.59 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 133 members 
Entering Unmasked Estep 
Score: -17445.785156 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -17445.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17513.179688 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -17513.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17550.914062 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -17550.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17578.486328 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -17578.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17597.076172 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -17597.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17605.207031 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -17605.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17617.533203 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -17617.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17629.435547 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -17629.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17642.451172 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -17642.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17653.140625 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -17653.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17658.226562 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -17658.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17661.988281 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -17661.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17662.884766 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -17662.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17664.107422 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -17664.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17664.107422 Penalty: 509.456421
	Iteration 14F: 3 clusters Score -17664.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -26517.546875 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -26517.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26075.175781 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -26075.18 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26244.125000 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -26244.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26314.548828 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -26314.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26364.554688 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -26364.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26393.458984 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -26393.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26404.521484 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -26404.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26410.646484 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -26410.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26411.945312 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -26411.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26411.945312 Penalty: 554.720032
	Iteration 8F: 3 clusters Score -26411.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129218 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118901 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34347 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152402 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 5993 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211612.000000 Penalty: 57271.550781
Iteration 479Q: 92 clusters Score -5.821161e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10209 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3911 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118926 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34348 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152367 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6003 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211668.000000 Penalty: 57271.550781
Iteration 480F: 92 clusters Score -5.821167e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129318 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3913 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118950 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34350 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152331 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1575 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6015 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211660.000000 Penalty: 57271.550781
Iteration 481Q: 92 clusters Score -5.821166e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2086 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3915 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118959 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34353 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152307 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6037 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211648.000000 Penalty: 57271.550781
Iteration 482Q: 92 clusters Score -5.821165e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3920 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118963 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34355 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152286 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6058 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211672.000000 Penalty: 57271.550781
Iteration 483Q: 92 clusters Score -5.821167e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111919 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3922 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118946 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152292 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1573 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6084 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211624.000000 Penalty: 57271.550781
Iteration 484Q: 92 clusters Score -5.821162e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129317 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144860 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111920 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129216 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3927 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118939 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152290 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6098 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211576.000000 Penalty: 57271.550781
Iteration 485Q: 92 clusters Score -5.821158e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129317 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129215 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3933 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118945 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152281 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1574 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6108 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211508.000000 Penalty: 57271.550781
Iteration 486Q: 92 clusters Score -5.821151e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129319 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129215 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3938 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118960 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152262 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1573 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6118 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211496.000000 Penalty: 57271.550781
Iteration 487Q: 92 clusters Score -5.82115e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129321 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 129214 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3945 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 118984 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152238 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6124 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211564.000000 Penalty: 57271.550781
Iteration 488Q: 92 clusters Score -5.821156e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129320 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129213 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3948 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119014 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152209 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6136 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211496.000000 Penalty: 57271.550781
Iteration 489Q: 92 clusters Score -5.82115e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129318 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129212 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3953 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119035 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152185 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1568 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6146 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211512.000000 Penalty: 57271.550781
Iteration 490Q: 92 clusters Score -5.821151e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129314 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10234 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144859 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129212 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3954 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119072 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152144 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1569 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6150 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211496.000000 Penalty: 57271.550781
Iteration 491Q: 92 clusters Score -5.82115e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129313 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144861 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129210 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3956 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119098 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152106 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6162 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211520.000000 Penalty: 57271.550781
Iteration 492Q: 92 clusters Score -5.821152e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129313 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129209 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1951 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3961 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119153 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 152046 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6163 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211556.000000 Penalty: 57271.550781
Iteration 493Q: 92 clusters Score -5.821156e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129313 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10257 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 129208 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1949 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3960 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119226 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34356 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151976 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6158 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211528.000000 Penalty: 57271.550781
Iteration 494Q: 92 clusters Score -5.821153e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129315 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15686 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129207 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1946 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3959 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119285 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151924 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1572 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6150 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211464.000000 Penalty: 57271.550781
Iteration 495Q: 92 clusters Score -5.821146e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129316 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144862 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129206 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1947 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3960 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119336 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151875 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1570 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6144 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211476.000000 Penalty: 57271.550781
Iteration 496Q: 92 clusters Score -5.821148e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129317 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10272 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144863 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129204 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1940 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3961 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119388 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151817 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6148 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211372.000000 Penalty: 57271.550781
Iteration 497Q: 92 clusters Score -5.821137e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129316 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1264 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10279 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144864 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129202 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1930 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 754 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3963 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119440 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151755 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1570 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6158 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211352.000000 Penalty: 57271.550781
Iteration 498Q: 92 clusters Score -5.821135e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129319 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10278 members 
Mstep: Class 17 contains 72708 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111921 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129199 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1922 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3957 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119492 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151703 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6168 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211420.000000 Penalty: 57271.550781
Iteration 499Q: 92 clusters Score -5.821142e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129319 members 
Mstep: Class 3 contains 104 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 10281 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 144865 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 111922 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 129196 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 1914 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 296 members 
Mstep: Class 36 contains 66 members 
Mstep: Class 37 contains 758 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 3952 members 
Mstep: Class 44 contains 272 members 
Mstep: Class 45 contains 176 members 
Mstep: Class 46 contains 119549 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 207 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 34357 members 
Mstep: Class 54 contains 1105 members 
Mstep: Class 55 contains 390 members 
Mstep: Class 56 contains 500 members 
Mstep: Class 57 contains 120 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 176 members 
Mstep: Class 61 contains 52 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 64 members 
Mstep: Class 64 contains 288 members 
Mstep: Class 65 contains 243 members 
Mstep: Class 66 contains 186 members 
Mstep: Class 67 contains 95 members 
Mstep: Class 68 contains 151647 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 364 members 
Mstep: Class 71 contains 170 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 715 members 
Mstep: Class 75 contains 113 members 
Mstep: Class 76 contains 284 members 
Mstep: Class 77 contains 670 members 
Mstep: Class 78 contains 161 members 
Mstep: Class 79 contains 160 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 139 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 1571 members 
Mstep: Class 84 contains 197 members 
Mstep: Class 85 contains 566 members 
Mstep: Class 86 contains 271 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 6177 members 
Mstep: Class 90 contains 110 members 
Mstep: Class 91 contains 270 members 
Mstep: Class 92 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211396.000000 Penalty: 57271.550781
Iteration 500F: 92 clusters Score -5.82114e+07 nChanged 166
Maximum iterations exceeded
20->92 Clusters: Score -58211396.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1016664 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 50808 members 
Mstep: Class 3 contains 50628 members 
Mstep: Class 4 contains 51003 members 
Mstep: Class 5 contains 51172 members 
Mstep: Class 6 contains 50660 members 
Mstep: Class 7 contains 50747 members 
Mstep: Class 8 contains 50990 members 
Mstep: Class 9 contains 50841 members 
Mstep: Class 10 contains 51066 members 
Mstep: Class 11 contains 50455 members 
Mstep: Class 12 contains 50871 members 
Mstep: Class 13 contains 50467 members 
Mstep: Class 14 contains 50891 members 
Mstep: Class 15 contains 51019 members 
Mstep: Class 16 contains 50798 members 
Mstep: Class 17 contains 50673 members 
Mstep: Class 18 contains 51249 members 
Mstep: Class 19 contains 50467 members 
Mstep: Class 20 contains 50838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 501.387177 but Gain 629.357422
Score: -49017200.000000 Penalty: 11957.795898
Iteration 0F: 20 clusters Score -4.90172e+07 nChanged 966119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10994 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 67445 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 50527 members 
Mstep: Class 5 contains 28277 members 
Mstep: Class 6 contains 436233 members 
Mstep: Class 7 contains 57217 members 
Mstep: Class 9 contains 10018 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 27180 members 
Mstep: Class 12 contains 20676 members 
Mstep: Class 13 contains 31931 members 
Mstep: Class 14 contains 17196 members 
Mstep: Class 15 contains 43641 members 
Mstep: Class 16 contains 38838 members 
Mstep: Class 17 contains 33121 members 
Mstep: Class 18 contains 18703 members 
Mstep: Class 19 contains 63141 members 
Mstep: Class 20 contains 18659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -55451980.000000 Penalty: 11957.795898
Iteration 1F: 20 clusters Score -5.545198e+07 nChanged 364887
Entering Unmasked Mstep 
Mstep: Class 0 contains 8977 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 41734 members 
Mstep: Class 3 contains 10717 members 
Mstep: Class 4 contains 42420 members 
Mstep: Class 5 contains 18213 members 
Mstep: Class 6 contains 605951 members 
Mstep: Class 7 contains 54549 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 5691 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 34522 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 48602 members 
Mstep: Class 16 contains 43129 members 
Mstep: Class 17 contains 35674 members 
Mstep: Class 18 contains 15866 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56311560.000000 Penalty: 11957.795898
Iteration 2F: 20 clusters Score -5.631156e+07 nChanged 167099
Entering Unmasked Mstep 
Mstep: Class 0 contains 2769 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 33779 members 
Mstep: Class 3 contains 10057 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 6 contains 641865 members 
Mstep: Class 7 contains 52357 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 8816 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 7536 members 
Mstep: Class 13 contains 29213 members 
Mstep: Class 14 contains 9169 members 
Mstep: Class 15 contains 49838 members 
Mstep: Class 16 contains 48693 members 
Mstep: Class 17 contains 33956 members 
Mstep: Class 18 contains 17551 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56667968.000000 Penalty: 11957.795898
Iteration 3F: 20 clusters Score -5.666797e+07 nChanged 126195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1218 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 35277 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 17195 members 
Mstep: Class 5 contains 32341 members 
Mstep: Class 6 contains 624510 members 
Mstep: Class 7 contains 48409 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 26267 members 
Mstep: Class 14 contains 7909 members 
Mstep: Class 15 contains 50841 members 
Mstep: Class 16 contains 67390 members 
Mstep: Class 17 contains 43262 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56847636.000000 Penalty: 11957.795898
Iteration 4F: 20 clusters Score -5.684764e+07 nChanged 140673
Entering Unmasked Mstep 
Mstep: Class 0 contains 931 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41265 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 13167 members 
Mstep: Class 5 contains 35858 members 
Mstep: Class 6 contains 557808 members 
Mstep: Class 7 contains 45574 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 8940 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 10598 members 
Mstep: Class 13 contains 27882 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 48270 members 
Mstep: Class 16 contains 101654 members 
Mstep: Class 17 contains 69673 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57079492.000000 Penalty: 11957.795898
Iteration 5F: 20 clusters Score -5.707949e+07 nChanged 146372
Entering Unmasked Mstep 
Mstep: Class 0 contains 814 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47722 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 35389 members 
Mstep: Class 6 contains 475372 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 9 contains 6296 members 
Mstep: Class 10 contains 8897 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 13328 members 
Mstep: Class 13 contains 32071 members 
Mstep: Class 14 contains 11684 members 
Mstep: Class 15 contains 42293 members 
Mstep: Class 16 contains 141152 members 
Mstep: Class 17 contains 107214 members 
Mstep: Class 18 contains 28094 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 554.502380 but Gain 629.357422
Score: -57317436.000000 Penalty: 11328.438477
Iteration 6F: 19 clusters Score -5.731744e+07 nChanged 139462
Entering Unmasked Mstep 
Mstep: Class 0 contains 742 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53664 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 6 contains 396834 members 
Mstep: Class 7 contains 36626 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 14844 members 
Mstep: Class 13 contains 35255 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 15 contains 34777 members 
Mstep: Class 16 contains 182549 members 
Mstep: Class 17 contains 143182 members 
Mstep: Class 18 contains 29721 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57508564.000000 Penalty: 11328.438477
Iteration 7F: 19 clusters Score -5.750856e+07 nChanged 129726
Entering Unmasked Mstep 
Mstep: Class 0 contains 699 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62783 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 32224 members 
Mstep: Class 6 contains 325688 members 
Mstep: Class 7 contains 31218 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 8597 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 14325 members 
Mstep: Class 13 contains 37296 members 
Mstep: Class 14 contains 23752 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 226015 members 
Mstep: Class 17 contains 169829 members 
Mstep: Class 18 contains 30648 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57647640.000000 Penalty: 11328.438477
Iteration 8F: 19 clusters Score -5.764764e+07 nChanged 111282
Entering Unmasked Mstep 
Mstep: Class 0 contains 679 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 74044 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 28592 members 
Mstep: Class 6 contains 266580 members 
Mstep: Class 7 contains 29226 members 
Mstep: Class 9 contains 8838 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 38688 members 
Mstep: Class 14 contains 27765 members 
Mstep: Class 15 contains 20563 members 
Mstep: Class 16 contains 263384 members 
Mstep: Class 17 contains 189530 members 
Mstep: Class 18 contains 31058 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57715252.000000 Penalty: 11328.438477
Iteration 9F: 19 clusters Score -5.771525e+07 nChanged 85435
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 85103 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 26350 members 
Mstep: Class 6 contains 222088 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 39783 members 
Mstep: Class 14 contains 30791 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 281984 members 
Mstep: Class 17 contains 208069 members 
Mstep: Class 18 contains 31208 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57760232.000000 Penalty: 11328.438477
Iteration 10F: 19 clusters Score -5.776023e+07 nChanged 66228
Entering Unmasked Mstep 
Mstep: Class 0 contains 594 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 94435 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 25041 members 
Mstep: Class 6 contains 191041 members 
Mstep: Class 7 contains 30703 members 
Mstep: Class 9 contains 9512 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 12992 members 
Mstep: Class 13 contains 40676 members 
Mstep: Class 14 contains 33191 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 288346 members 
Mstep: Class 17 contains 223488 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57816236.000000 Penalty: 11328.438477
Iteration 11F: 19 clusters Score -5.781624e+07 nChanged 57810
Entering Unmasked Mstep 
Mstep: Class 0 contains 505 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 98870 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 24197 members 
Mstep: Class 6 contains 172862 members 
Mstep: Class 7 contains 31847 members 
Mstep: Class 9 contains 9698 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 13765 members 
Mstep: Class 13 contains 41408 members 
Mstep: Class 14 contains 35040 members 
Mstep: Class 15 contains 10213 members 
Mstep: Class 16 contains 280887 members 
Mstep: Class 17 contains 243393 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 449.464752 but Gain 629.357422
Score: -57866744.000000 Penalty: 10699.081055
Iteration 12F: 18 clusters Score -5.786674e+07 nChanged 54005
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 96640 members 
Mstep: Class 5 contains 23551 members 
Mstep: Class 6 contains 169389 members 
Mstep: Class 7 contains 33154 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 8336 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 42070 members 
Mstep: Class 14 contains 35170 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 263342 members 
Mstep: Class 17 contains 266220 members 
Mstep: Class 18 contains 30968 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57890600.000000 Penalty: 10699.081055
Iteration 13F: 18 clusters Score -5.78906e+07 nChanged 48691
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 90404 members 
Mstep: Class 5 contains 23219 members 
Mstep: Class 6 contains 174597 members 
Mstep: Class 7 contains 35002 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 16148 members 
Mstep: Class 13 contains 42655 members 
Mstep: Class 14 contains 33778 members 
Mstep: Class 15 contains 7703 members 
Mstep: Class 16 contains 243653 members 
Mstep: Class 17 contains 285997 members 
Mstep: Class 18 contains 30715 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57899320.000000 Penalty: 10699.081055
Iteration 14Q: 18 clusters Score -5.789932e+07 nChanged 40841
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 83085 members 
Mstep: Class 5 contains 23146 members 
Mstep: Class 6 contains 182689 members 
Mstep: Class 7 contains 37244 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 8297 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 17411 members 
Mstep: Class 13 contains 43124 members 
Mstep: Class 14 contains 31991 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 227879 members 
Mstep: Class 17 contains 299341 members 
Mstep: Class 18 contains 30393 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57904572.000000 Penalty: 10699.081055
Iteration 15Q: 18 clusters Score -5.790457e+07 nChanged 33568
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 76301 members 
Mstep: Class 5 contains 23170 members 
Mstep: Class 6 contains 190807 members 
Mstep: Class 7 contains 39879 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 8297 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 18677 members 
Mstep: Class 13 contains 43554 members 
Mstep: Class 14 contains 30099 members 
Mstep: Class 15 contains 7167 members 
Mstep: Class 16 contains 217453 members 
Mstep: Class 17 contains 306126 members 
Mstep: Class 18 contains 30005 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57907548.000000 Penalty: 10699.081055
Iteration 16Q: 18 clusters Score -5.790755e+07 nChanged 27488
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 70970 members 
Mstep: Class 5 contains 23176 members 
Mstep: Class 6 contains 197761 members 
Mstep: Class 7 contains 42795 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 20009 members 
Mstep: Class 13 contains 44008 members 
Mstep: Class 14 contains 28045 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 212374 members 
Mstep: Class 17 contains 307046 members 
Mstep: Class 18 contains 29604 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57911952.000000 Penalty: 10699.081055
Iteration 17Q: 18 clusters Score -5.791195e+07 nChanged 23654
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 67226 members 
Mstep: Class 5 contains 23149 members 
Mstep: Class 6 contains 202977 members 
Mstep: Class 7 contains 46078 members 
Mstep: Class 9 contains 10935 members 
Mstep: Class 10 contains 8248 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 21203 members 
Mstep: Class 13 contains 44491 members 
Mstep: Class 14 contains 26145 members 
Mstep: Class 15 contains 7073 members 
Mstep: Class 16 contains 211235 members 
Mstep: Class 17 contains 303780 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57914416.000000 Penalty: 10699.081055
Iteration 18Q: 18 clusters Score -5.791442e+07 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 65289 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 206159 members 
Mstep: Class 7 contains 49768 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 22326 members 
Mstep: Class 13 contains 45005 members 
Mstep: Class 14 contains 24481 members 
Mstep: Class 15 contains 7033 members 
Mstep: Class 16 contains 212541 members 
Mstep: Class 17 contains 297744 members 
Mstep: Class 18 contains 28729 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57918708.000000 Penalty: 10699.081055
Iteration 19Q: 18 clusters Score -5.791871e+07 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 65107 members 
Mstep: Class 5 contains 23026 members 
Mstep: Class 6 contains 207218 members 
Mstep: Class 7 contains 53968 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 8291 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 23402 members 
Mstep: Class 13 contains 45536 members 
Mstep: Class 14 contains 23228 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 215241 members 
Mstep: Class 17 contains 289805 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57923668.000000 Penalty: 10699.081055
Iteration 20F: 18 clusters Score -5.792367e+07 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 66110 members 
Mstep: Class 5 contains 22946 members 
Mstep: Class 6 contains 206842 members 
Mstep: Class 7 contains 58656 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 8206 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 24358 members 
Mstep: Class 13 contains 46122 members 
Mstep: Class 14 contains 22200 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 218451 members 
Mstep: Class 17 contains 280983 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57931248.000000 Penalty: 10699.081055
Iteration 21Q: 18 clusters Score -5.793125e+07 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 68497 members 
Mstep: Class 5 contains 22811 members 
Mstep: Class 6 contains 204818 members 
Mstep: Class 7 contains 63986 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 8153 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 25256 members 
Mstep: Class 13 contains 46753 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 221552 members 
Mstep: Class 17 contains 271735 members 
Mstep: Class 18 contains 27155 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57937068.000000 Penalty: 10699.081055
Iteration 22Q: 18 clusters Score -5.793707e+07 nChanged 21212
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 71807 members 
Mstep: Class 5 contains 22737 members 
Mstep: Class 6 contains 201731 members 
Mstep: Class 7 contains 69779 members 
Mstep: Class 9 contains 12029 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 26054 members 
Mstep: Class 13 contains 47435 members 
Mstep: Class 14 contains 20887 members 
Mstep: Class 15 contains 6858 members 
Mstep: Class 16 contains 224536 members 
Mstep: Class 17 contains 262158 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 6044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57943328.000000 Penalty: 10699.081055
Iteration 23Q: 18 clusters Score -5.794333e+07 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 75411 members 
Mstep: Class 5 contains 22634 members 
Mstep: Class 6 contains 198418 members 
Mstep: Class 7 contains 75990 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 8079 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 26733 members 
Mstep: Class 13 contains 48113 members 
Mstep: Class 14 contains 20256 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 227677 members 
Mstep: Class 17 contains 252136 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57948836.000000 Penalty: 10699.081055
Iteration 24Q: 18 clusters Score -5.794884e+07 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 79211 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 195077 members 
Mstep: Class 7 contains 82743 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 8051 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 48787 members 
Mstep: Class 14 contains 19554 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 230780 members 
Mstep: Class 17 contains 241674 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57954208.000000 Penalty: 10699.081055
Iteration 25Q: 18 clusters Score -5.795421e+07 nChanged 22182
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 83167 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 191811 members 
Mstep: Class 7 contains 90026 members 
Mstep: Class 9 contains 12760 members 
Mstep: Class 10 contains 8013 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 49511 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 234095 members 
Mstep: Class 17 contains 230494 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57959420.000000 Penalty: 10699.081055
Iteration 26Q: 18 clusters Score -5.795942e+07 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 87092 members 
Mstep: Class 5 contains 22560 members 
Mstep: Class 6 contains 188688 members 
Mstep: Class 7 contains 97742 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 27712 members 
Mstep: Class 13 contains 50296 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 6958 members 
Mstep: Class 16 contains 237603 members 
Mstep: Class 17 contains 218818 members 
Mstep: Class 18 contains 24045 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57962652.000000 Penalty: 10699.081055
Iteration 27Q: 18 clusters Score -5.796265e+07 nChanged 24327
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 90890 members 
Mstep: Class 5 contains 22732 members 
Mstep: Class 6 contains 185773 members 
Mstep: Class 7 contains 105868 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 27648 members 
Mstep: Class 13 contains 51163 members 
Mstep: Class 14 contains 16803 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 241856 members 
Mstep: Class 17 contains 205922 members 
Mstep: Class 18 contains 23296 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57965236.000000 Penalty: 10699.081055
Iteration 28Q: 18 clusters Score -5.796524e+07 nChanged 23825
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 93943 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 183649 members 
Mstep: Class 7 contains 113801 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 27411 members 
Mstep: Class 13 contains 52170 members 
Mstep: Class 14 contains 15828 members 
Mstep: Class 15 contains 7101 members 
Mstep: Class 16 contains 246046 members 
Mstep: Class 17 contains 193230 members 
Mstep: Class 18 contains 22423 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57970892.000000 Penalty: 10699.081055
Iteration 29Q: 18 clusters Score -5.797089e+07 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 96677 members 
Mstep: Class 5 contains 23718 members 
Mstep: Class 6 contains 181866 members 
Mstep: Class 7 contains 120673 members 
Mstep: Class 9 contains 13660 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 26995 members 
Mstep: Class 13 contains 53235 members 
Mstep: Class 14 contains 14873 members 
Mstep: Class 15 contains 7145 members 
Mstep: Class 16 contains 247686 members 
Mstep: Class 17 contains 184121 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57974104.000000 Penalty: 10699.081055
Iteration 30Q: 18 clusters Score -5.79741e+07 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 98884 members 
Mstep: Class 5 contains 24455 members 
Mstep: Class 6 contains 180512 members 
Mstep: Class 7 contains 126327 members 
Mstep: Class 9 contains 13839 members 
Mstep: Class 10 contains 7898 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 26528 members 
Mstep: Class 13 contains 54344 members 
Mstep: Class 14 contains 13997 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 247239 members 
Mstep: Class 17 contains 178264 members 
Mstep: Class 18 contains 20504 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57978228.000000 Penalty: 10699.081055
Iteration 31Q: 18 clusters Score -5.797823e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 100758 members 
Mstep: Class 5 contains 25191 members 
Mstep: Class 6 contains 179432 members 
Mstep: Class 7 contains 131012 members 
Mstep: Class 9 contains 14002 members 
Mstep: Class 10 contains 7945 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 55460 members 
Mstep: Class 14 contains 13178 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 245705 members 
Mstep: Class 17 contains 174530 members 
Mstep: Class 18 contains 19503 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57980412.000000 Penalty: 10699.081055
Iteration 32Q: 18 clusters Score -5.798041e+07 nChanged 14687
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 102341 members 
Mstep: Class 5 contains 25897 members 
Mstep: Class 6 contains 178577 members 
Mstep: Class 7 contains 134875 members 
Mstep: Class 9 contains 14127 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 25733 members 
Mstep: Class 13 contains 56603 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 243985 members 
Mstep: Class 17 contains 171829 members 
Mstep: Class 18 contains 18465 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57983352.000000 Penalty: 10699.081055
Iteration 33Q: 18 clusters Score -5.798335e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 103737 members 
Mstep: Class 5 contains 26544 members 
Mstep: Class 6 contains 177806 members 
Mstep: Class 7 contains 138336 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 25522 members 
Mstep: Class 13 contains 57840 members 
Mstep: Class 14 contains 11784 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 241997 members 
Mstep: Class 17 contains 169784 members 
Mstep: Class 18 contains 17329 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57985412.000000 Penalty: 10699.081055
Iteration 34Q: 18 clusters Score -5.798541e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 104926 members 
Mstep: Class 5 contains 27061 members 
Mstep: Class 6 contains 177191 members 
Mstep: Class 7 contains 141432 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 25384 members 
Mstep: Class 13 contains 59091 members 
Mstep: Class 14 contains 11188 members 
Mstep: Class 15 contains 7190 members 
Mstep: Class 16 contains 240181 members 
Mstep: Class 17 contains 168012 members 
Mstep: Class 18 contains 16165 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57987080.000000 Penalty: 10699.081055
Iteration 35Q: 18 clusters Score -5.798708e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 106043 members 
Mstep: Class 5 contains 27511 members 
Mstep: Class 6 contains 176574 members 
Mstep: Class 7 contains 144209 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 2134 members 
Mstep: Class 12 contains 25427 members 
Mstep: Class 13 contains 60453 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 16 contains 238484 members 
Mstep: Class 17 contains 166354 members 
Mstep: Class 18 contains 14869 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57986132.000000 Penalty: 10699.081055
Iteration 36Q: 18 clusters Score -5.798613e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 107090 members 
Mstep: Class 5 contains 27846 members 
Mstep: Class 6 contains 175992 members 
Mstep: Class 7 contains 146668 members 
Mstep: Class 9 contains 14334 members 
Mstep: Class 10 contains 8032 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 25543 members 
Mstep: Class 13 contains 61840 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 16 contains 237057 members 
Mstep: Class 17 contains 164810 members 
Mstep: Class 18 contains 13551 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57992272.000000 Penalty: 10699.081055
Iteration 37Q: 18 clusters Score -5.799227e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 108078 members 
Mstep: Class 5 contains 28059 members 
Mstep: Class 6 contains 175447 members 
Mstep: Class 7 contains 148881 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 10 contains 8031 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 63302 members 
Mstep: Class 14 contains 9700 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 235915 members 
Mstep: Class 17 contains 163295 members 
Mstep: Class 18 contains 12147 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 5548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57994108.000000 Penalty: 10699.081055
Iteration 38Q: 18 clusters Score -5.799411e+07 nChanged 11866
Entering ConstructFrom: 
Score: -57994108.000000 Penalty: 10699.081055
Entering ConstructFrom: 
Trying to split cluster 1 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -207745.859375 Penalty: 378.358246
	Iteration 0F: 2 clusters Score -207745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -204973.921875 Penalty: 756.716492
	Iteration 0F: 3 clusters Score -204973.9 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -206501.062500 Penalty: 756.716492
	Iteration 1F: 3 clusters Score -206501.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -206944.093750 Penalty: 756.716492
	Iteration 2F: 3 clusters Score -206944.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -207313.593750 Penalty: 756.716492
	Iteration 3F: 3 clusters Score -207313.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -207537.750000 Penalty: 756.716492
	Iteration 4F: 3 clusters Score -207537.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -207673.109375 Penalty: 756.716492
	Iteration 5F: 3 clusters Score -207673.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -207759.875000 Penalty: 756.716492
	Iteration 6Q: 3 clusters Score -207759.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -207831.343750 Penalty: 756.716492
	Iteration 7Q: 3 clusters Score -207831.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -207895.156250 Penalty: 756.716492
	Iteration 8Q: 3 clusters Score -207895.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -207942.171875 Penalty: 756.716492
	Iteration 9Q: 3 clusters Score -207942.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -207990.281250 Penalty: 756.716492
	Iteration 10Q: 3 clusters Score -207990.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -208057.953125 Penalty: 756.716492
	Iteration 11Q: 3 clusters Score -208058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -208113.468750 Penalty: 756.716492
	Iteration 12Q: 3 clusters Score -208113.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -208157.156250 Penalty: 756.716492
	Iteration 13Q: 3 clusters Score -208157.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -208190.562500 Penalty: 756.716492
	Iteration 14Q: 3 clusters Score -208190.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -208214.890625 Penalty: 756.716492
	Iteration 15Q: 3 clusters Score -208214.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -208243.218750 Penalty: 756.716492
	Iteration 16Q: 3 clusters Score -208243.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -208281.156250 Penalty: 756.716492
	Iteration 17Q: 3 clusters Score -208281.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -208348.046875 Penalty: 756.716492
	Iteration 18Q: 3 clusters Score -208348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -208429.343750 Penalty: 756.716492
	Iteration 19Q: 3 clusters Score -208429.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -208472.906250 Penalty: 756.716492
	Iteration 20F: 3 clusters Score -208472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -208494.312500 Penalty: 756.716492
	Iteration 21Q: 3 clusters Score -208494.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -208505.328125 Penalty: 756.716492
	Iteration 22Q: 3 clusters Score -208505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -208511.156250 Penalty: 756.716492
	Iteration 23Q: 3 clusters Score -208511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -208511.953125 Penalty: 756.716492
	Iteration 24Q: 3 clusters Score -208512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -208513.468750 Penalty: 756.716492
	Iteration 25Q: 3 clusters Score -208513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -208516.671875 Penalty: 756.716492
	Iteration 26Q: 3 clusters Score -208516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -208516.890625 Penalty: 756.716492
	Iteration 27Q: 3 clusters Score -208516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -208517.140625 Penalty: 756.716492
	Iteration 28Q: 3 clusters Score -208517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -208517.265625 Penalty: 756.716492
	Iteration 29Q: 3 clusters Score -208517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -208517.265625 Penalty: 756.716492
	Iteration 30F: 3 clusters Score -208517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 109093 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 174798 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Entering Unmasked Estep 
Score: -57995504.000000 Penalty: 11328.438477
Splitting cluster 1 changes total score from -57994108.000000 to -57995504.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (109093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Entering Unmasked Estep 
Score: -6557262.000000 Penalty: 527.797974
	Iteration 0F: 2 clusters Score -6557262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6483849.500000 Penalty: 1055.595947
	Iteration 0F: 3 clusters Score -6483850 nChanged 53590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -6521386.500000 Penalty: 1055.595947
	Iteration 1F: 3 clusters Score -6521386 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -6527497.500000 Penalty: 1055.595947
	Iteration 2F: 3 clusters Score -6527498 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -6535869.000000 Penalty: 1055.595947
	Iteration 3F: 3 clusters Score -6535869 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6543086.000000 Penalty: 1055.595947
	Iteration 4F: 3 clusters Score -6543086 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -6546388.500000 Penalty: 1055.595947
	Iteration 5F: 3 clusters Score -6546388 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6547950.000000 Penalty: 1055.595947
	Iteration 6Q: 3 clusters Score -6547950 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6549105.500000 Penalty: 1055.595947
	Iteration 7Q: 3 clusters Score -6549106 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -6550248.000000 Penalty: 1055.595947
	Iteration 8Q: 3 clusters Score -6550248 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6551200.500000 Penalty: 1055.595947
	Iteration 9Q: 3 clusters Score -6551200 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6552016.000000 Penalty: 1055.595947
	Iteration 10Q: 3 clusters Score -6552016 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -6552710.500000 Penalty: 1055.595947
	Iteration 11Q: 3 clusters Score -6552710 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -6553252.000000 Penalty: 1055.595947
	Iteration 12Q: 3 clusters Score -6553252 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -6553637.000000 Penalty: 1055.595947
	Iteration 13Q: 3 clusters Score -6553637 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -6554016.500000 Penalty: 1055.595947
	Iteration 14Q: 3 clusters Score -6554016 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6554317.000000 Penalty: 1055.595947
	Iteration 15Q: 3 clusters Score -6554317 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -6554529.500000 Penalty: 1055.595947
	Iteration 16Q: 3 clusters Score -6554530 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6554759.500000 Penalty: 1055.595947
	Iteration 17Q: 3 clusters Score -6554760 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -6554984.000000 Penalty: 1055.595947
	Iteration 18Q: 3 clusters Score -6554984 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6555128.500000 Penalty: 1055.595947
	Iteration 19Q: 3 clusters Score -6555128 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -6555336.000000 Penalty: 1055.595947
	Iteration 20F: 3 clusters Score -6555336 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -6555517.000000 Penalty: 1055.595947
	Iteration 21Q: 3 clusters Score -6555517 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6555684.000000 Penalty: 1055.595947
	Iteration 22Q: 3 clusters Score -6555684 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -6555844.000000 Penalty: 1055.595947
	Iteration 23Q: 3 clusters Score -6555844 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -6555962.500000 Penalty: 1055.595947
	Iteration 24Q: 3 clusters Score -6555962 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -6556108.000000 Penalty: 1055.595947
	Iteration 25Q: 3 clusters Score -6556108 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6556165.000000 Penalty: 1055.595947
	Iteration 26Q: 3 clusters Score -6556165 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -6556249.500000 Penalty: 1055.595947
	Iteration 27Q: 3 clusters Score -6556250 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6556320.000000 Penalty: 1055.595947
	Iteration 28Q: 3 clusters Score -6556320 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -6556468.500000 Penalty: 1055.595947
	Iteration 29Q: 3 clusters Score -6556468 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6556589.000000 Penalty: 1055.595947
	Iteration 30Q: 3 clusters Score -6556589 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -6556689.500000 Penalty: 1055.595947
	Iteration 31Q: 3 clusters Score -6556690 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6556791.500000 Penalty: 1055.595947
	Iteration 32Q: 3 clusters Score -6556792 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -6556916.500000 Penalty: 1055.595947
	Iteration 33Q: 3 clusters Score -6556916 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -6557060.000000 Penalty: 1055.595947
	Iteration 34Q: 3 clusters Score -6557060 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -6557217.000000 Penalty: 1055.595947
	Iteration 35Q: 3 clusters Score -6557217 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -6557309.500000 Penalty: 1055.595947
	Iteration 36Q: 3 clusters Score -6557310 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -6557390.500000 Penalty: 1055.595947
	Iteration 37Q: 3 clusters Score -6557390 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -6557470.000000 Penalty: 1055.595947
	Iteration 38Q: 3 clusters Score -6557470 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6557530.000000 Penalty: 1055.595947
	Iteration 39Q: 3 clusters Score -6557530 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -6557605.000000 Penalty: 1055.595947
	Iteration 40F: 3 clusters Score -6557605 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6557718.500000 Penalty: 1055.595947
	Iteration 41Q: 3 clusters Score -6557718 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6557789.500000 Penalty: 1055.595947
	Iteration 42Q: 3 clusters Score -6557790 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6557896.000000 Penalty: 1055.595947
	Iteration 43Q: 3 clusters Score -6557896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -6557986.500000 Penalty: 1055.595947
	Iteration 44Q: 3 clusters Score -6557986 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -6558082.500000 Penalty: 1055.595947
	Iteration 45Q: 3 clusters Score -6558082 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -6558166.500000 Penalty: 1055.595947
	Iteration 46Q: 3 clusters Score -6558166 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -6558300.500000 Penalty: 1055.595947
	Iteration 47Q: 3 clusters Score -6558300 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -6558373.000000 Penalty: 1055.595947
	Iteration 48Q: 3 clusters Score -6558373 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -6558432.500000 Penalty: 1055.595947
	Iteration 49Q: 3 clusters Score -6558432 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -6558532.000000 Penalty: 1055.595947
	Iteration 50Q: 3 clusters Score -6558532 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -6558608.000000 Penalty: 1055.595947
	Iteration 51Q: 3 clusters Score -6558608 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -6558683.500000 Penalty: 1055.595947
	Iteration 52Q: 3 clusters Score -6558684 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -6558775.500000 Penalty: 1055.595947
	Iteration 53Q: 3 clusters Score -6558776 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6558781 nChanged 405
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Mstep: Class 1 contains 99597 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 99957 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6558899 nChanged 328
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Mstep: Class 1 contains 100610 members 
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	Iteration 58Q: 3 clusters Score -6558947 nChanged 317
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Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6558954 nChanged 293
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Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6558960 nChanged 252
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Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6558978 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6559004 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6559018 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102133 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6559004 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6558998 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6559005 nChanged 155
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Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6559020 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6559012 nChanged 127
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Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6559004 nChanged 140
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Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6558986 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6559015 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6558992 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6558986 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6558987 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6558982 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6558974 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6558967 nChanged 44
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Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6558962 nChanged 44
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Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6558970 nChanged 36
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Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6558968 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6558961 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6558943 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6558948 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103901 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6558954 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6558960 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6558961 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6558955 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6558950 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6558947 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6558948 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6558954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6558958 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6558951 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6558948 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6558949 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6558952 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6558950 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6558946 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6558948 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6558958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6558954 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6558952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6558948 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6558942.500000 Penalty: 1055.595947
	Iteration 104Q: 3 clusters Score -6558942 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6558946 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104363 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6558946 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6558937.500000 Penalty: 1055.595947
	Iteration 107Q: 3 clusters Score -6558938 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6558941.500000 Penalty: 1055.595947
	Iteration 108Q: 3 clusters Score -6558942 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6558939 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6558934 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6558927 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6558931.500000 Penalty: 1055.595947
	Iteration 112Q: 3 clusters Score -6558932 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6558942 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6558939 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -6558940.000000 Penalty: 1055.595947
	Iteration 115Q: 3 clusters Score -6558940 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6558938.500000 Penalty: 1055.595947
	Iteration 116Q: 3 clusters Score -6558938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -6558943.000000 Penalty: 1055.595947
	Iteration 117Q: 3 clusters Score -6558943 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6558942 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6558940 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6558932 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -6558921.000000 Penalty: 1055.595947
	Iteration 121Q: 3 clusters Score -6558921 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6558918 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6558922 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6558923.000000 Penalty: 1055.595947
	Iteration 124Q: 3 clusters Score -6558923 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6558916.000000 Penalty: 1055.595947
	Iteration 125Q: 3 clusters Score -6558916 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6558924 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6558919.500000 Penalty: 1055.595947
	Iteration 127Q: 3 clusters Score -6558920 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104540 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6558917 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6558922.500000 Penalty: 1055.595947
	Iteration 129Q: 3 clusters Score -6558922 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6558920 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6558924 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
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	Iteration 132F: 3 clusters Score -6558924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 174798 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Entering Unmasked Estep 
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Splitting cluster 2 changes total score from -57994108.000000 to -57996656.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (28145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1696484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14202 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1677747 nChanged 13455
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Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1686181 nChanged 1673
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Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1687041 nChanged 2066
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1688435 nChanged 2385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1690466 nChanged 2366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1692792 nChanged 1779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1694612 nChanged 993
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1695579.000000 Penalty: 932.306335
	Iteration 7Q: 3 clusters Score -1695579 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1695884 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1696011.250000 Penalty: 932.306335
	Iteration 9Q: 3 clusters Score -1696011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1696075.625000 Penalty: 932.306335
	Iteration 10Q: 3 clusters Score -1696076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1696113.125000 Penalty: 932.306335
	Iteration 11Q: 3 clusters Score -1696113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1696128.375000 Penalty: 932.306335
	Iteration 12Q: 3 clusters Score -1696128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1696139.750000 Penalty: 932.306335
	Iteration 13Q: 3 clusters Score -1696140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1696151.125000 Penalty: 932.306335
	Iteration 14Q: 3 clusters Score -1696151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1696157.875000 Penalty: 932.306335
	Iteration 15Q: 3 clusters Score -1696158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1696159.250000 Penalty: 932.306335
	Iteration 16Q: 3 clusters Score -1696159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1696158.250000 Penalty: 932.306335
	Iteration 17Q: 3 clusters Score -1696158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1696160.375000 Penalty: 932.306335
	Iteration 18Q: 3 clusters Score -1696160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1696162.250000 Penalty: 932.306335
	Iteration 19Q: 3 clusters Score -1696162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1696162.250000 Penalty: 932.306335
	Iteration 20F: 3 clusters Score -1696162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Entering Unmasked Estep 
Score: -10404226.000000 Penalty: 549.248108
	Iteration 0F: 2 clusters Score -1.040423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -10295194.000000 Penalty: 1098.496216
	Iteration 0F: 3 clusters Score -1.029519e+07 nChanged 85768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -10353837.000000 Penalty: 1098.496216
	Iteration 1F: 3 clusters Score -1.035384e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 124585 members 
Entering Unmasked Estep 
Score: -10362822.000000 Penalty: 1098.496216
	Iteration 2F: 3 clusters Score -1.036282e+07 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -10375257.000000 Penalty: 1098.496216
	Iteration 3F: 3 clusters Score -1.037526e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -10386759.000000 Penalty: 1098.496216
	Iteration 4F: 3 clusters Score -1.038676e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -10394333.000000 Penalty: 1098.496216
	Iteration 5F: 3 clusters Score -1.039433e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -10398232.000000 Penalty: 1098.496216
	Iteration 6Q: 3 clusters Score -1.039823e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -10400059.000000 Penalty: 1098.496216
	Iteration 7Q: 3 clusters Score -1.040006e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -10401017.000000 Penalty: 1098.496216
	Iteration 8Q: 3 clusters Score -1.040102e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -10401570.000000 Penalty: 1098.496216
	Iteration 9Q: 3 clusters Score -1.040157e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -10401936.000000 Penalty: 1098.496216
	Iteration 10Q: 3 clusters Score -1.040194e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -10402242.000000 Penalty: 1098.496216
	Iteration 11Q: 3 clusters Score -1.040224e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -10402606.000000 Penalty: 1098.496216
	Iteration 12Q: 3 clusters Score -1.040261e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -10402823.000000 Penalty: 1098.496216
	Iteration 13Q: 3 clusters Score -1.040282e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -10402999.000000 Penalty: 1098.496216
	Iteration 14Q: 3 clusters Score -1.0403e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -10403161.000000 Penalty: 1098.496216
	Iteration 15Q: 3 clusters Score -1.040316e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 173166 members 
Entering Unmasked Estep 
Score: -10403266.000000 Penalty: 1098.496216
	Iteration 16Q: 3 clusters Score -1.040327e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -10403328.000000 Penalty: 1098.496216
	Iteration 17Q: 3 clusters Score -1.040333e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 173363 members 
Entering Unmasked Estep 
Score: -10403408.000000 Penalty: 1098.496216
	Iteration 18Q: 3 clusters Score -1.040341e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -10403486.000000 Penalty: 1098.496216
	Iteration 19Q: 3 clusters Score -1.040349e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 173494 members 
Entering Unmasked Estep 
Score: -10403496.000000 Penalty: 1098.496216
	Iteration 20F: 3 clusters Score -1.04035e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 173541 members 
Entering Unmasked Estep 
Score: -10403539.000000 Penalty: 1098.496216
	Iteration 21Q: 3 clusters Score -1.040354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 173580 members 
Entering Unmasked Estep 
Score: -10403561.000000 Penalty: 1098.496216
	Iteration 22Q: 3 clusters Score -1.040356e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -10403586.000000 Penalty: 1098.496216
	Iteration 23Q: 3 clusters Score -1.040359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 173629 members 
Entering Unmasked Estep 
Score: -10403597.000000 Penalty: 1098.496216
	Iteration 24Q: 3 clusters Score -1.04036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -10403604.000000 Penalty: 1098.496216
	Iteration 25Q: 3 clusters Score -1.04036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 173655 members 
Entering Unmasked Estep 
Score: -10403610.000000 Penalty: 1098.496216
	Iteration 26Q: 3 clusters Score -1.040361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -10403618.000000 Penalty: 1098.496216
	Iteration 27Q: 3 clusters Score -1.040362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 173670 members 
Entering Unmasked Estep 
Score: -10403618.000000 Penalty: 1098.496216
	Iteration 28Q: 3 clusters Score -1.040362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 173686 members 
Entering Unmasked Estep 
Score: -10403632.000000 Penalty: 1098.496216
	Iteration 29Q: 3 clusters Score -1.040363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -10403628.000000 Penalty: 1098.496216
	Iteration 30Q: 3 clusters Score -1.040363e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 173704 members 
Entering Unmasked Estep 
Score: -10403652.000000 Penalty: 1098.496216
	Iteration 31Q: 3 clusters Score -1.040365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 173700 members 
Entering Unmasked Estep 
Score: -10403653.000000 Penalty: 1098.496216
	Iteration 32Q: 3 clusters Score -1.040365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -10403664.000000 Penalty: 1098.496216
	Iteration 33Q: 3 clusters Score -1.040366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -10403691.000000 Penalty: 1098.496216
	Iteration 34Q: 3 clusters Score -1.040369e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -10403711.000000 Penalty: 1098.496216
	Iteration 35Q: 3 clusters Score -1.040371e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -10403722.000000 Penalty: 1098.496216
	Iteration 36Q: 3 clusters Score -1.040372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 173696 members 
Entering Unmasked Estep 
Score: -10403728.000000 Penalty: 1098.496216
	Iteration 37Q: 3 clusters Score -1.040373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 173689 members 
Entering Unmasked Estep 
Score: -10403740.000000 Penalty: 1098.496216
	Iteration 38Q: 3 clusters Score -1.040374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -10403747.000000 Penalty: 1098.496216
	Iteration 39Q: 3 clusters Score -1.040375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -10403757.000000 Penalty: 1098.496216
	Iteration 40F: 3 clusters Score -1.040376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 173707 members 
Entering Unmasked Estep 
Score: -10403780.000000 Penalty: 1098.496216
	Iteration 41Q: 3 clusters Score -1.040378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -10403794.000000 Penalty: 1098.496216
	Iteration 42Q: 3 clusters Score -1.040379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 173710 members 
Entering Unmasked Estep 
Score: -10403808.000000 Penalty: 1098.496216
	Iteration 43Q: 3 clusters Score -1.040381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -10403804.000000 Penalty: 1098.496216
	Iteration 44Q: 3 clusters Score -1.04038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -10403816.000000 Penalty: 1098.496216
	Iteration 45Q: 3 clusters Score -1.040382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 173710 members 
Entering Unmasked Estep 
Score: -10403821.000000 Penalty: 1098.496216
	Iteration 46Q: 3 clusters Score -1.040382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 173713 members 
Entering Unmasked Estep 
Score: -10403830.000000 Penalty: 1098.496216
	Iteration 47Q: 3 clusters Score -1.040383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -10403835.000000 Penalty: 1098.496216
	Iteration 48Q: 3 clusters Score -1.040384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 173713 members 
Entering Unmasked Estep 
Score: -10403846.000000 Penalty: 1098.496216
	Iteration 49Q: 3 clusters Score -1.040385e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 173721 members 
Entering Unmasked Estep 
Score: -10403867.000000 Penalty: 1098.496216
	Iteration 50Q: 3 clusters Score -1.040387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -10403881.000000 Penalty: 1098.496216
	Iteration 51Q: 3 clusters Score -1.040388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -10403896.000000 Penalty: 1098.496216
	Iteration 52Q: 3 clusters Score -1.04039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 173733 members 
Entering Unmasked Estep 
Score: -10403903.000000 Penalty: 1098.496216
	Iteration 53Q: 3 clusters Score -1.04039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -10403935.000000 Penalty: 1098.496216
	Iteration 54Q: 3 clusters Score -1.040394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -10403941.000000 Penalty: 1098.496216
	Iteration 55Q: 3 clusters Score -1.040394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -10403950.000000 Penalty: 1098.496216
	Iteration 56Q: 3 clusters Score -1.040395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -10403944.000000 Penalty: 1098.496216
	Iteration 57Q: 3 clusters Score -1.040394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -10403967.000000 Penalty: 1098.496216
	Iteration 58Q: 3 clusters Score -1.040397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -10403999.000000 Penalty: 1098.496216
	Iteration 59Q: 3 clusters Score -1.0404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -10404017.000000 Penalty: 1098.496216
	Iteration 60F: 3 clusters Score -1.040402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -10404024.000000 Penalty: 1098.496216
	Iteration 61Q: 3 clusters Score -1.040402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 173489 members 
Entering Unmasked Estep 
Score: -10404070.000000 Penalty: 1098.496216
	Iteration 62Q: 3 clusters Score -1.040407e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -10404122.000000 Penalty: 1098.496216
	Iteration 63Q: 3 clusters Score -1.040412e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -10404157.000000 Penalty: 1098.496216
	Iteration 64Q: 3 clusters Score -1.040416e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -10404205.000000 Penalty: 1098.496216
	Iteration 65Q: 3 clusters Score -1.04042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 173187 members 
Entering Unmasked Estep 
Score: -10404271.000000 Penalty: 1098.496216
	Iteration 66Q: 3 clusters Score -1.040427e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 173097 members 
Entering Unmasked Estep 
Score: -10404287.000000 Penalty: 1098.496216
	Iteration 67Q: 3 clusters Score -1.040429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -10404297.000000 Penalty: 1098.496216
	Iteration 68Q: 3 clusters Score -1.04043e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -10404339.000000 Penalty: 1098.496216
	Iteration 69Q: 3 clusters Score -1.040434e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -10404387.000000 Penalty: 1098.496216
	Iteration 70Q: 3 clusters Score -1.040439e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -10404403.000000 Penalty: 1098.496216
	Iteration 71Q: 3 clusters Score -1.04044e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -10404427.000000 Penalty: 1098.496216
	Iteration 72Q: 3 clusters Score -1.040443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -10404471.000000 Penalty: 1098.496216
	Iteration 73Q: 3 clusters Score -1.040447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 172673 members 
Entering Unmasked Estep 
Score: -10404517.000000 Penalty: 1098.496216
	Iteration 74Q: 3 clusters Score -1.040452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 172646 members 
Entering Unmasked Estep 
Score: -10404525.000000 Penalty: 1098.496216
	Iteration 75Q: 3 clusters Score -1.040452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 172624 members 
Entering Unmasked Estep 
Score: -10404530.000000 Penalty: 1098.496216
	Iteration 76Q: 3 clusters Score -1.040453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -10404532.000000 Penalty: 1098.496216
	Iteration 77Q: 3 clusters Score -1.040453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 172609 members 
Entering Unmasked Estep 
Score: -10404510.000000 Penalty: 1098.496216
	Iteration 78Q: 3 clusters Score -1.040451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -10404523.000000 Penalty: 1098.496216
	Iteration 79Q: 3 clusters Score -1.040452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -10404544.000000 Penalty: 1098.496216
	Iteration 80F: 3 clusters Score -1.040454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 172543 members 
Entering Unmasked Estep 
Score: -10404593.000000 Penalty: 1098.496216
	Iteration 81Q: 3 clusters Score -1.040459e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -10404625.000000 Penalty: 1098.496216
	Iteration 82Q: 3 clusters Score -1.040462e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 172404 members 
Entering Unmasked Estep 
Score: -10404675.000000 Penalty: 1098.496216
	Iteration 83Q: 3 clusters Score -1.040468e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 172346 members 
Entering Unmasked Estep 
Score: -10404694.000000 Penalty: 1098.496216
	Iteration 84Q: 3 clusters Score -1.040469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -10404706.000000 Penalty: 1098.496216
	Iteration 85Q: 3 clusters Score -1.040471e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -10404713.000000 Penalty: 1098.496216
	Iteration 86Q: 3 clusters Score -1.040471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 172177 members 
Entering Unmasked Estep 
Score: -10404732.000000 Penalty: 1098.496216
	Iteration 87Q: 3 clusters Score -1.040473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -10404757.000000 Penalty: 1098.496216
	Iteration 88Q: 3 clusters Score -1.040476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -10404792.000000 Penalty: 1098.496216
	Iteration 89Q: 3 clusters Score -1.040479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 171985 members 
Entering Unmasked Estep 
Score: -10404803.000000 Penalty: 1098.496216
	Iteration 90Q: 3 clusters Score -1.04048e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -10404812.000000 Penalty: 1098.496216
	Iteration 91Q: 3 clusters Score -1.040481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -10404850.000000 Penalty: 1098.496216
	Iteration 92Q: 3 clusters Score -1.040485e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -10404880.000000 Penalty: 1098.496216
	Iteration 93Q: 3 clusters Score -1.040488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -10404944.000000 Penalty: 1098.496216
	Iteration 94Q: 3 clusters Score -1.040494e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 171704 members 
Entering Unmasked Estep 
Score: -10404963.000000 Penalty: 1098.496216
	Iteration 95Q: 3 clusters Score -1.040496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -10404983.000000 Penalty: 1098.496216
	Iteration 96Q: 3 clusters Score -1.040498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 171622 members 
Entering Unmasked Estep 
Score: -10405002.000000 Penalty: 1098.496216
	Iteration 97Q: 3 clusters Score -1.0405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -10405035.000000 Penalty: 1098.496216
	Iteration 98Q: 3 clusters Score -1.040504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -10405024.000000 Penalty: 1098.496216
	Iteration 99Q: 3 clusters Score -1.040502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -10405018.000000 Penalty: 1098.496216
	Iteration 100F: 3 clusters Score -1.040502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -10405066.000000 Penalty: 1098.496216
	Iteration 101Q: 3 clusters Score -1.040507e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -10405097.000000 Penalty: 1098.496216
	Iteration 102Q: 3 clusters Score -1.04051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -10405143.000000 Penalty: 1098.496216
	Iteration 103Q: 3 clusters Score -1.040514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 171314 members 
Entering Unmasked Estep 
Score: -10405178.000000 Penalty: 1098.496216
	Iteration 104Q: 3 clusters Score -1.040518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -10405203.000000 Penalty: 1098.496216
	Iteration 105Q: 3 clusters Score -1.04052e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -10405231.000000 Penalty: 1098.496216
	Iteration 106Q: 3 clusters Score -1.040523e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -10405271.000000 Penalty: 1098.496216
	Iteration 107Q: 3 clusters Score -1.040527e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -10405292.000000 Penalty: 1098.496216
	Iteration 108Q: 3 clusters Score -1.040529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -10405328.000000 Penalty: 1098.496216
	Iteration 109Q: 3 clusters Score -1.040533e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 170993 members 
Entering Unmasked Estep 
Score: -10405381.000000 Penalty: 1098.496216
	Iteration 110Q: 3 clusters Score -1.040538e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -10405416.000000 Penalty: 1098.496216
	Iteration 111Q: 3 clusters Score -1.040542e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -10405456.000000 Penalty: 1098.496216
	Iteration 112Q: 3 clusters Score -1.040546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 170784 members 
Entering Unmasked Estep 
Score: -10405471.000000 Penalty: 1098.496216
	Iteration 113Q: 3 clusters Score -1.040547e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -10405519.000000 Penalty: 1098.496216
	Iteration 114Q: 3 clusters Score -1.040552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -10405556.000000 Penalty: 1098.496216
	Iteration 115Q: 3 clusters Score -1.040556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -10405592.000000 Penalty: 1098.496216
	Iteration 116Q: 3 clusters Score -1.040559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -10405603.000000 Penalty: 1098.496216
	Iteration 117Q: 3 clusters Score -1.04056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -10405613.000000 Penalty: 1098.496216
	Iteration 118Q: 3 clusters Score -1.040561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 170607 members 
Entering Unmasked Estep 
Score: -10405633.000000 Penalty: 1098.496216
	Iteration 119Q: 3 clusters Score -1.040563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -10405655.000000 Penalty: 1098.496216
	Iteration 120F: 3 clusters Score -1.040566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -10405686.000000 Penalty: 1098.496216
	Iteration 121Q: 3 clusters Score -1.040569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 170547 members 
Entering Unmasked Estep 
Score: -10405704.000000 Penalty: 1098.496216
	Iteration 122Q: 3 clusters Score -1.04057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 170531 members 
Entering Unmasked Estep 
Score: -10405717.000000 Penalty: 1098.496216
	Iteration 123Q: 3 clusters Score -1.040572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 170509 members 
Entering Unmasked Estep 
Score: -10405744.000000 Penalty: 1098.496216
	Iteration 124Q: 3 clusters Score -1.040574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 170496 members 
Entering Unmasked Estep 
Score: -10405761.000000 Penalty: 1098.496216
	Iteration 125Q: 3 clusters Score -1.040576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -10405763.000000 Penalty: 1098.496216
	Iteration 126Q: 3 clusters Score -1.040576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -10405759.000000 Penalty: 1098.496216
	Iteration 127Q: 3 clusters Score -1.040576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 170469 members 
Entering Unmasked Estep 
Score: -10405770.000000 Penalty: 1098.496216
	Iteration 128Q: 3 clusters Score -1.040577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -10405780.000000 Penalty: 1098.496216
	Iteration 129Q: 3 clusters Score -1.040578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -10405791.000000 Penalty: 1098.496216
	Iteration 130Q: 3 clusters Score -1.040579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 170437 members 
Entering Unmasked Estep 
Score: -10405794.000000 Penalty: 1098.496216
	Iteration 131Q: 3 clusters Score -1.040579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 170431 members 
Entering Unmasked Estep 
Score: -10405798.000000 Penalty: 1098.496216
	Iteration 132Q: 3 clusters Score -1.04058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -10405812.000000 Penalty: 1098.496216
	Iteration 133Q: 3 clusters Score -1.040581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 170417 members 
Entering Unmasked Estep 
Score: -10405809.000000 Penalty: 1098.496216
	Iteration 134Q: 3 clusters Score -1.040581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -10405818.000000 Penalty: 1098.496216
	Iteration 135Q: 3 clusters Score -1.040582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -10405815.000000 Penalty: 1098.496216
	Iteration 136Q: 3 clusters Score -1.040582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 170417 members 
Entering Unmasked Estep 
Score: -10405818.000000 Penalty: 1098.496216
	Iteration 137Q: 3 clusters Score -1.040582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -10405812.000000 Penalty: 1098.496216
	Iteration 138Q: 3 clusters Score -1.040581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -10405814.000000 Penalty: 1098.496216
	Iteration 139Q: 3 clusters Score -1.040581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -10405814.000000 Penalty: 1098.496216
	Iteration 140F: 3 clusters Score -1.040581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Entering Unmasked Estep 
Score: -57998056.000000 Penalty: 12587.153320
Splitting cluster 6 changes total score from -57994108.000000 to -57998056.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (150839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Entering Unmasked Estep 
Score: -8851297.000000 Penalty: 542.540588
	Iteration 0F: 2 clusters Score -8851297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -8751217.000000 Penalty: 1085.081177
	Iteration 0F: 3 clusters Score -8751217 nChanged 73941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -8797202.000000 Penalty: 1085.081177
	Iteration 1F: 3 clusters Score -8797202 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -8800803.000000 Penalty: 1085.081177
	Iteration 2F: 3 clusters Score -8800803 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -8805661.000000 Penalty: 1085.081177
	Iteration 3F: 3 clusters Score -8805661 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -8811901.000000 Penalty: 1085.081177
	Iteration 4F: 3 clusters Score -8811901 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -8818789.000000 Penalty: 1085.081177
	Iteration 5F: 3 clusters Score -8818789 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -8825333.000000 Penalty: 1085.081177
	Iteration 6F: 3 clusters Score -8825333 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -8830774.000000 Penalty: 1085.081177
	Iteration 7F: 3 clusters Score -8830774 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -8834492.000000 Penalty: 1085.081177
	Iteration 8Q: 3 clusters Score -8834492 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -8836620.000000 Penalty: 1085.081177
	Iteration 9Q: 3 clusters Score -8836620 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -8838177.000000 Penalty: 1085.081177
	Iteration 10Q: 3 clusters Score -8838177 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -8839547.000000 Penalty: 1085.081177
	Iteration 11Q: 3 clusters Score -8839547 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -8841053.000000 Penalty: 1085.081177
	Iteration 12Q: 3 clusters Score -8841053 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -8842700.000000 Penalty: 1085.081177
	Iteration 13Q: 3 clusters Score -8842700 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -8844227.000000 Penalty: 1085.081177
	Iteration 14Q: 3 clusters Score -8844227 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -8845270.000000 Penalty: 1085.081177
	Iteration 15Q: 3 clusters Score -8845270 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -8846095.000000 Penalty: 1085.081177
	Iteration 16Q: 3 clusters Score -8846095 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -8846598.000000 Penalty: 1085.081177
	Iteration 17Q: 3 clusters Score -8846598 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -8846915.000000 Penalty: 1085.081177
	Iteration 18Q: 3 clusters Score -8846915 nChanged 1453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8847094 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8847298 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -8847422.000000 Penalty: 1085.081177
	Iteration 21Q: 3 clusters Score -8847422 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -8847413.000000 Penalty: 1085.081177
	Iteration 22Q: 3 clusters Score -8847413 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8847479 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -8847521.000000 Penalty: 1085.081177
	Iteration 24Q: 3 clusters Score -8847521 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8847537 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8847595 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -8847631.000000 Penalty: 1085.081177
	Iteration 27Q: 3 clusters Score -8847631 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8847709 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8847757 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -8847804.000000 Penalty: 1085.081177
	Iteration 30Q: 3 clusters Score -8847804 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8847895 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8847950 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8847949 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -8847991.000000 Penalty: 1085.081177
	Iteration 34Q: 3 clusters Score -8847991 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -8848025.000000 Penalty: 1085.081177
	Iteration 35Q: 3 clusters Score -8848025 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -8847999.000000 Penalty: 1085.081177
	Iteration 36Q: 3 clusters Score -8847999 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8848029 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8848080 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8848082 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8848131 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -8848145.000000 Penalty: 1085.081177
	Iteration 41Q: 3 clusters Score -8848145 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8848178 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102267 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8848149 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8848158 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8848158 nChanged 872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8848188 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8848277 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8848330 nChanged 916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8848393 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8848440 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8848517 nChanged 1053
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8848573 nChanged 1046
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Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8848596 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112524 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8848573 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8848584 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8848628 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8848672.000000 Penalty: 1085.081177
	Iteration 57Q: 3 clusters Score -8848672 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8848726 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8848804 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8848763 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121949 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8848884 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8848919 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8848981 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8849038 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8849089 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8849085 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8849213 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8849277 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8849394 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8849547 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8849749 nChanged 1296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8849894 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8850037 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8850104 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8850227 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8850351 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8850470 nChanged 939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8850560 nChanged 829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8850697 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8850792 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8850883 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8850989 nChanged 494
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Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8851028 nChanged 370
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Mstep: Class 1 contains 148825 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8851074 nChanged 247
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Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8851128 nChanged 232
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Mstep: Class 1 contains 149300 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8851158 nChanged 172
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Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 1367 members 
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	Iteration 87Q: 3 clusters Score -8851151 nChanged 145
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Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8851179 nChanged 145
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Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8851183 nChanged 121
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Mstep: Class 1 contains 149873 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8851199 nChanged 74
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Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8851229 nChanged 55
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Mstep: Class 1 contains 149992 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8851247 nChanged 42
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Mstep: Class 1 contains 150026 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8851241 nChanged 36
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Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8851253 nChanged 21
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Mstep: Class 2 contains 772 members 
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	Iteration 95Q: 3 clusters Score -8851249 nChanged 22
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Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 758 members 
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	Iteration 96Q: 3 clusters Score -8851253 nChanged 14
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	Iteration 97Q: 3 clusters Score -8851251 nChanged 27
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	Iteration 98Q: 3 clusters Score -8851249 nChanged 24
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Mstep: Class 2 contains 717 members 
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	Iteration 99Q: 3 clusters Score -8851249 nChanged 18
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Mstep: Class 1 contains 150136 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8851256 nChanged 20
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	Iteration 101Q: 3 clusters Score -8851250 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150165 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8851265 nChanged 20
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Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8851265 nChanged 17
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	Iteration 104Q: 3 clusters Score -8851266 nChanged 23
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	Iteration 105Q: 3 clusters Score -8851276 nChanged 18
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8851269 nChanged 13
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	Iteration 107Q: 3 clusters Score -8851267 nChanged 13
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Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8851275 nChanged 10
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Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8851275 nChanged 9
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Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8851268 nChanged 10
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Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8851269 nChanged 7
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Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8851272.000000 Penalty: 1085.081177
	Iteration 112Q: 3 clusters Score -8851272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8851269.000000 Penalty: 1085.081177
	Iteration 113Q: 3 clusters Score -8851269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8851265.000000 Penalty: 1085.081177
	Iteration 114Q: 3 clusters Score -8851265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8851265.000000 Penalty: 1085.081177
	Iteration 115F: 3 clusters Score -8851265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Entering Unmasked Estep 
Score: -874070.875000 Penalty: 435.573181
	Iteration 0F: 2 clusters Score -874070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -864519.875000 Penalty: 871.146362
	Iteration 0F: 3 clusters Score -864519.9 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -868510.125000 Penalty: 871.146362
	Iteration 1F: 3 clusters Score -868510.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -868956.125000 Penalty: 871.146362
	Iteration 2F: 3 clusters Score -868956.1 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -869704.875000 Penalty: 871.146362
	Iteration 3F: 3 clusters Score -869704.9 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -870849.687500 Penalty: 871.146362
	Iteration 4F: 3 clusters Score -870849.7 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -872068.062500 Penalty: 871.146362
	Iteration 5F: 3 clusters Score -872068.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -872911.437500 Penalty: 871.146362
	Iteration 6F: 3 clusters Score -872911.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -873373.437500 Penalty: 871.146362
	Iteration 7Q: 3 clusters Score -873373.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -873591.937500 Penalty: 871.146362
	Iteration 8Q: 3 clusters Score -873591.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -873697.500000 Penalty: 871.146362
	Iteration 9Q: 3 clusters Score -873697.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -873792.750000 Penalty: 871.146362
	Iteration 10Q: 3 clusters Score -873792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -873829.562500 Penalty: 871.146362
	Iteration 11Q: 3 clusters Score -873829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -873838.500000 Penalty: 871.146362
	Iteration 12Q: 3 clusters Score -873838.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -873842.062500 Penalty: 871.146362
	Iteration 13Q: 3 clusters Score -873842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -873840.812500 Penalty: 871.146362
	Iteration 14Q: 3 clusters Score -873840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -873842.687500 Penalty: 871.146362
	Iteration 15Q: 3 clusters Score -873842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -873842.687500 Penalty: 871.146362
	Iteration 16F: 3 clusters Score -873842.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -419444.875000 Penalty: 408.934509
	Iteration 0F: 2 clusters Score -419444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -414413.781250 Penalty: 817.869019
	Iteration 0F: 3 clusters Score -414413.8 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -419184.187500 Penalty: 817.869019
	Iteration 1F: 3 clusters Score -419184.2 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -423229.343750 Penalty: 817.869019
	Iteration 2F: 3 clusters Score -423229.3 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -426613.593750 Penalty: 817.869019
	Iteration 3F: 3 clusters Score -426613.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -427813.531250 Penalty: 817.869019
	Iteration 4F: 3 clusters Score -427813.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -428190.937500 Penalty: 817.869019
	Iteration 5Q: 3 clusters Score -428190.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -428524.718750 Penalty: 817.869019
	Iteration 6Q: 3 clusters Score -428524.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -429045.312500 Penalty: 817.869019
	Iteration 7Q: 3 clusters Score -429045.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -428984.593750 Penalty: 817.869019
	Iteration 8Q: 3 clusters Score -428984.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -429446.593750 Penalty: 817.869019
	Iteration 9Q: 3 clusters Score -429446.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -429684.281250 Penalty: 817.869019
	Iteration 10Q: 3 clusters Score -429684.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -429789.000000 Penalty: 817.869019
	Iteration 11Q: 3 clusters Score -429789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -429864.406250 Penalty: 817.869019
	Iteration 12Q: 3 clusters Score -429864.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -429780.468750 Penalty: 817.869019
	Iteration 13Q: 3 clusters Score -429780.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -429972.218750 Penalty: 817.869019
	Iteration 14Q: 3 clusters Score -429972.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -429956.093750 Penalty: 817.869019
	Iteration 15Q: 3 clusters Score -429956.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -430076.968750 Penalty: 817.869019
	Iteration 16Q: 3 clusters Score -430077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -430082.875000 Penalty: 817.869019
	Iteration 17Q: 3 clusters Score -430082.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -430087.125000 Penalty: 817.869019
	Iteration 18Q: 3 clusters Score -430087.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -430062.187500 Penalty: 817.869019
	Iteration 19Q: 3 clusters Score -430062.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -430199.281250 Penalty: 817.869019
	Iteration 20F: 3 clusters Score -430199.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -430043.593750 Penalty: 817.869019
	Iteration 21Q: 3 clusters Score -430043.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -430258.218750 Penalty: 817.869019
	Iteration 22Q: 3 clusters Score -430258.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -430252.656250 Penalty: 817.869019
	Iteration 23Q: 3 clusters Score -430252.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -430195.875000 Penalty: 817.869019
	Iteration 24Q: 3 clusters Score -430195.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430212.406250 Penalty: 817.869019
	Iteration 25Q: 3 clusters Score -430212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430181.718750 Penalty: 817.869019
	Iteration 26Q: 3 clusters Score -430181.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430244.562500 Penalty: 817.869019
	Iteration 27Q: 3 clusters Score -430244.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430195.500000 Penalty: 817.869019
	Iteration 28Q: 3 clusters Score -430195.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430233.343750 Penalty: 817.869019
	Iteration 29Q: 3 clusters Score -430233.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430175.593750 Penalty: 817.869019
	Iteration 30Q: 3 clusters Score -430175.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430277.500000 Penalty: 817.869019
	Iteration 31Q: 3 clusters Score -430277.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430192.500000 Penalty: 817.869019
	Iteration 32Q: 3 clusters Score -430192.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430285.750000 Penalty: 817.869019
	Iteration 33Q: 3 clusters Score -430285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430117.187500 Penalty: 817.869019
	Iteration 34Q: 3 clusters Score -430117.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430284.218750 Penalty: 817.869019
	Iteration 35Q: 3 clusters Score -430284.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430225.687500 Penalty: 817.869019
	Iteration 36Q: 3 clusters Score -430225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430254.312500 Penalty: 817.869019
	Iteration 37Q: 3 clusters Score -430254.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430175.625000 Penalty: 817.869019
	Iteration 38Q: 3 clusters Score -430175.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430298.312500 Penalty: 817.869019
	Iteration 39Q: 3 clusters Score -430298.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430268.437500 Penalty: 817.869019
	Iteration 40F: 3 clusters Score -430268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430241.218750 Penalty: 817.869019
	Iteration 41Q: 3 clusters Score -430241.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430240.531250 Penalty: 817.869019
	Iteration 42Q: 3 clusters Score -430240.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430268.500000 Penalty: 817.869019
	Iteration 43Q: 3 clusters Score -430268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430298.093750 Penalty: 817.869019
	Iteration 44Q: 3 clusters Score -430298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430194.281250 Penalty: 817.869019
	Iteration 45Q: 3 clusters Score -430194.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -430271.468750 Penalty: 817.869019
	Iteration 46Q: 3 clusters Score -430271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430248.468750 Penalty: 817.869019
	Iteration 47Q: 3 clusters Score -430248.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -430248.375000 Penalty: 817.869019
	Iteration 48Q: 3 clusters Score -430248.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430291.250000 Penalty: 817.869019
	Iteration 49Q: 3 clusters Score -430291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430270.406250 Penalty: 817.869019
	Iteration 50Q: 3 clusters Score -430270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430294.406250 Penalty: 817.869019
	Iteration 51Q: 3 clusters Score -430294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430255.281250 Penalty: 817.869019
	Iteration 52Q: 3 clusters Score -430255.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430208.937500 Penalty: 817.869019
	Iteration 53Q: 3 clusters Score -430208.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430259.875000 Penalty: 817.869019
	Iteration 54Q: 3 clusters Score -430259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430183.593750 Penalty: 817.869019
	Iteration 55Q: 3 clusters Score -430183.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430227.093750 Penalty: 817.869019
	Iteration 56Q: 3 clusters Score -430227.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430225.781250 Penalty: 817.869019
	Iteration 57Q: 3 clusters Score -430225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430297.562500 Penalty: 817.869019
	Iteration 58Q: 3 clusters Score -430297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -430240.593750 Penalty: 817.869019
	Iteration 59Q: 3 clusters Score -430240.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430263.937500 Penalty: 817.869019
	Iteration 60F: 3 clusters Score -430263.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430263.593750 Penalty: 817.869019
	Iteration 61Q: 3 clusters Score -430263.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430112.406250 Penalty: 817.869019
	Iteration 62Q: 3 clusters Score -430112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430249.875000 Penalty: 817.869019
	Iteration 63Q: 3 clusters Score -430249.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430311.843750 Penalty: 817.869019
	Iteration 64Q: 3 clusters Score -430311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430250.500000 Penalty: 817.869019
	Iteration 65Q: 3 clusters Score -430250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430254.937500 Penalty: 817.869019
	Iteration 66Q: 3 clusters Score -430254.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430242.562500 Penalty: 817.869019
	Iteration 67Q: 3 clusters Score -430242.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430193.843750 Penalty: 817.869019
	Iteration 68Q: 3 clusters Score -430193.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430185.281250 Penalty: 817.869019
	Iteration 69Q: 3 clusters Score -430185.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430221.812500 Penalty: 817.869019
	Iteration 70Q: 3 clusters Score -430221.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430283.093750 Penalty: 817.869019
	Iteration 71Q: 3 clusters Score -430283.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430068.906250 Penalty: 817.869019
	Iteration 72Q: 3 clusters Score -430068.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -430232.656250 Penalty: 817.869019
	Iteration 73Q: 3 clusters Score -430232.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430222.562500 Penalty: 817.869019
	Iteration 74Q: 3 clusters Score -430222.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430191.656250 Penalty: 817.869019
	Iteration 75Q: 3 clusters Score -430191.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430170.406250 Penalty: 817.869019
	Iteration 76Q: 3 clusters Score -430170.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430255.781250 Penalty: 817.869019
	Iteration 77Q: 3 clusters Score -430255.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430265.718750 Penalty: 817.869019
	Iteration 78Q: 3 clusters Score -430265.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430137.437500 Penalty: 817.869019
	Iteration 79Q: 3 clusters Score -430137.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430282.750000 Penalty: 817.869019
	Iteration 80F: 3 clusters Score -430282.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430021.187500 Penalty: 817.869019
	Iteration 81Q: 3 clusters Score -430021.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -430258.843750 Penalty: 817.869019
	Iteration 82Q: 3 clusters Score -430258.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -430260.375000 Penalty: 817.869019
	Iteration 83Q: 3 clusters Score -430260.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430278.750000 Penalty: 817.869019
	Iteration 84Q: 3 clusters Score -430278.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430290.343750 Penalty: 817.869019
	Iteration 85Q: 3 clusters Score -430290.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430263.125000 Penalty: 817.869019
	Iteration 86Q: 3 clusters Score -430263.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430195.218750 Penalty: 817.869019
	Iteration 87Q: 3 clusters Score -430195.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -430288.906250 Penalty: 817.869019
	Iteration 88Q: 3 clusters Score -430288.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430219.593750 Penalty: 817.869019
	Iteration 89Q: 3 clusters Score -430219.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430282.375000 Penalty: 817.869019
	Iteration 90Q: 3 clusters Score -430282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430158.625000 Penalty: 817.869019
	Iteration 91Q: 3 clusters Score -430158.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430210.625000 Penalty: 817.869019
	Iteration 92Q: 3 clusters Score -430210.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430308.531250 Penalty: 817.869019
	Iteration 93Q: 3 clusters Score -430308.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430228.093750 Penalty: 817.869019
	Iteration 94Q: 3 clusters Score -430228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430226.843750 Penalty: 817.869019
	Iteration 95Q: 3 clusters Score -430226.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430279.843750 Penalty: 817.869019
	Iteration 96Q: 3 clusters Score -430279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430218.312500 Penalty: 817.869019
	Iteration 97Q: 3 clusters Score -430218.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430305.812500 Penalty: 817.869019
	Iteration 98Q: 3 clusters Score -430305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430273.031250 Penalty: 817.869019
	Iteration 99Q: 3 clusters Score -430273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430120.093750 Penalty: 817.869019
	Iteration 100F: 3 clusters Score -430120.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430105.968750 Penalty: 817.869019
	Iteration 101Q: 3 clusters Score -430106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430236.500000 Penalty: 817.869019
	Iteration 102Q: 3 clusters Score -430236.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430203.031250 Penalty: 817.869019
	Iteration 103Q: 3 clusters Score -430203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430264.062500 Penalty: 817.869019
	Iteration 104Q: 3 clusters Score -430264.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430223.343750 Penalty: 817.869019
	Iteration 105Q: 3 clusters Score -430223.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -430055.437500 Penalty: 817.869019
	Iteration 106Q: 3 clusters Score -430055.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -430223.750000 Penalty: 817.869019
	Iteration 107Q: 3 clusters Score -430223.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -430199.562500 Penalty: 817.869019
	Iteration 108Q: 3 clusters Score -430199.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430284.562500 Penalty: 817.869019
	Iteration 109Q: 3 clusters Score -430284.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430265.562500 Penalty: 817.869019
	Iteration 110Q: 3 clusters Score -430265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -430166.968750 Penalty: 817.869019
	Iteration 111Q: 3 clusters Score -430167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -430255.843750 Penalty: 817.869019
	Iteration 112Q: 3 clusters Score -430255.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -430277.718750 Penalty: 817.869019
	Iteration 113Q: 3 clusters Score -430277.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -430217.750000 Penalty: 817.869019
	Iteration 114Q: 3 clusters Score -430217.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430251.031250 Penalty: 817.869019
	Iteration 115Q: 3 clusters Score -430251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430278.781250 Penalty: 817.869019
	Iteration 116Q: 3 clusters Score -430278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430172.875000 Penalty: 817.869019
	Iteration 117Q: 3 clusters Score -430172.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430234.812500 Penalty: 817.869019
	Iteration 118Q: 3 clusters Score -430234.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430225.281250 Penalty: 817.869019
	Iteration 119Q: 3 clusters Score -430225.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -430187.000000 Penalty: 817.869019
	Iteration 120F: 3 clusters Score -430187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -430262.468750 Penalty: 817.869019
	Iteration 121Q: 3 clusters Score -430262.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430197.375000 Penalty: 817.869019
	Iteration 122Q: 3 clusters Score -430197.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430273.218750 Penalty: 817.869019
	Iteration 123Q: 3 clusters Score -430273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430222.812500 Penalty: 817.869019
	Iteration 124Q: 3 clusters Score -430222.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430190.812500 Penalty: 817.869019
	Iteration 125Q: 3 clusters Score -430190.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430312.718750 Penalty: 817.869019
	Iteration 126Q: 3 clusters Score -430312.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430159.687500 Penalty: 817.869019
	Iteration 127Q: 3 clusters Score -430159.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430025.875000 Penalty: 817.869019
	Iteration 128Q: 3 clusters Score -430025.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430265.750000 Penalty: 817.869019
	Iteration 129Q: 3 clusters Score -430265.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430242.156250 Penalty: 817.869019
	Iteration 130Q: 3 clusters Score -430242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430167.750000 Penalty: 817.869019
	Iteration 131Q: 3 clusters Score -430167.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -430238.843750 Penalty: 817.869019
	Iteration 132Q: 3 clusters Score -430238.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -430270.187500 Penalty: 817.869019
	Iteration 133Q: 3 clusters Score -430270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430261.156250 Penalty: 817.869019
	Iteration 134Q: 3 clusters Score -430261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430171.250000 Penalty: 817.869019
	Iteration 135Q: 3 clusters Score -430171.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430268.375000 Penalty: 817.869019
	Iteration 136Q: 3 clusters Score -430268.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430257.468750 Penalty: 817.869019
	Iteration 137Q: 3 clusters Score -430257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430261.656250 Penalty: 817.869019
	Iteration 138Q: 3 clusters Score -430261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430271.218750 Penalty: 817.869019
	Iteration 139Q: 3 clusters Score -430271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430174.656250 Penalty: 817.869019
	Iteration 140F: 3 clusters Score -430174.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430189.156250 Penalty: 817.869019
	Iteration 141Q: 3 clusters Score -430189.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430240.437500 Penalty: 817.869019
	Iteration 142Q: 3 clusters Score -430240.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430255.281250 Penalty: 817.869019
	Iteration 143Q: 3 clusters Score -430255.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430252.593750 Penalty: 817.869019
	Iteration 144Q: 3 clusters Score -430252.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430260.531250 Penalty: 817.869019
	Iteration 145Q: 3 clusters Score -430260.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430255.187500 Penalty: 817.869019
	Iteration 146Q: 3 clusters Score -430255.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430158.343750 Penalty: 817.869019
	Iteration 147Q: 3 clusters Score -430158.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430276.062500 Penalty: 817.869019
	Iteration 148Q: 3 clusters Score -430276.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430196.500000 Penalty: 817.869019
	Iteration 149Q: 3 clusters Score -430196.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430275.312500 Penalty: 817.869019
	Iteration 150Q: 3 clusters Score -430275.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430242.343750 Penalty: 817.869019
	Iteration 151Q: 3 clusters Score -430242.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430256.812500 Penalty: 817.869019
	Iteration 152Q: 3 clusters Score -430256.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430175.281250 Penalty: 817.869019
	Iteration 153Q: 3 clusters Score -430175.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430252.531250 Penalty: 817.869019
	Iteration 154Q: 3 clusters Score -430252.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430262.531250 Penalty: 817.869019
	Iteration 155Q: 3 clusters Score -430262.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430228.062500 Penalty: 817.869019
	Iteration 156Q: 3 clusters Score -430228.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430263.875000 Penalty: 817.869019
	Iteration 157Q: 3 clusters Score -430263.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430276.406250 Penalty: 817.869019
	Iteration 158Q: 3 clusters Score -430276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429541.375000 Penalty: 817.869019
	Iteration 159Q: 3 clusters Score -429541.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -430139.968750 Penalty: 817.869019
	Iteration 160F: 3 clusters Score -430140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430280.156250 Penalty: 817.869019
	Iteration 161Q: 3 clusters Score -430280.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -429924.656250 Penalty: 817.869019
	Iteration 162Q: 3 clusters Score -429924.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430276.125000 Penalty: 817.869019
	Iteration 163Q: 3 clusters Score -430276.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430097.843750 Penalty: 817.869019
	Iteration 164Q: 3 clusters Score -430097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430173.312500 Penalty: 817.869019
	Iteration 165Q: 3 clusters Score -430173.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430210.593750 Penalty: 817.869019
	Iteration 166Q: 3 clusters Score -430210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430237.406250 Penalty: 817.869019
	Iteration 167Q: 3 clusters Score -430237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430296.000000 Penalty: 817.869019
	Iteration 168Q: 3 clusters Score -430296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430246.281250 Penalty: 817.869019
	Iteration 169Q: 3 clusters Score -430246.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430107.906250 Penalty: 817.869019
	Iteration 170Q: 3 clusters Score -430107.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430092.593750 Penalty: 817.869019
	Iteration 171Q: 3 clusters Score -430092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -430270.906250 Penalty: 817.869019
	Iteration 172Q: 3 clusters Score -430270.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -430259.437500 Penalty: 817.869019
	Iteration 173Q: 3 clusters Score -430259.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430283.843750 Penalty: 817.869019
	Iteration 174Q: 3 clusters Score -430283.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -430217.250000 Penalty: 817.869019
	Iteration 175Q: 3 clusters Score -430217.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430289.562500 Penalty: 817.869019
	Iteration 176Q: 3 clusters Score -430289.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430283.781250 Penalty: 817.869019
	Iteration 177Q: 3 clusters Score -430283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430200.625000 Penalty: 817.869019
	Iteration 178Q: 3 clusters Score -430200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430214.593750 Penalty: 817.869019
	Iteration 179Q: 3 clusters Score -430214.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430293.843750 Penalty: 817.869019
	Iteration 180F: 3 clusters Score -430293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430219.312500 Penalty: 817.869019
	Iteration 181Q: 3 clusters Score -430219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430205.312500 Penalty: 817.869019
	Iteration 182Q: 3 clusters Score -430205.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430252.312500 Penalty: 817.869019
	Iteration 183Q: 3 clusters Score -430252.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430242.125000 Penalty: 817.869019
	Iteration 184Q: 3 clusters Score -430242.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430091.812500 Penalty: 817.869019
	Iteration 185Q: 3 clusters Score -430091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -430222.593750 Penalty: 817.869019
	Iteration 186Q: 3 clusters Score -430222.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -430283.093750 Penalty: 817.869019
	Iteration 187Q: 3 clusters Score -430283.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430213.875000 Penalty: 817.869019
	Iteration 188Q: 3 clusters Score -430213.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -429625.406250 Penalty: 817.869019
	Iteration 189Q: 3 clusters Score -429625.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430209.218750 Penalty: 817.869019
	Iteration 190Q: 3 clusters Score -430209.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430080.843750 Penalty: 817.869019
	Iteration 191Q: 3 clusters Score -430080.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -429939.062500 Penalty: 817.869019
	Iteration 192Q: 3 clusters Score -429939.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -430188.343750 Penalty: 817.869019
	Iteration 193Q: 3 clusters Score -430188.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -430267.218750 Penalty: 817.869019
	Iteration 194Q: 3 clusters Score -430267.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -430257.593750 Penalty: 817.869019
	Iteration 195Q: 3 clusters Score -430257.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -430231.656250 Penalty: 817.869019
	Iteration 196Q: 3 clusters Score -430231.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430217.437500 Penalty: 817.869019
	Iteration 197Q: 3 clusters Score -430217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430290.250000 Penalty: 817.869019
	Iteration 198Q: 3 clusters Score -430290.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430260.031250 Penalty: 817.869019
	Iteration 199Q: 3 clusters Score -430260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430245.125000 Penalty: 817.869019
	Iteration 200F: 3 clusters Score -430245.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430296.375000 Penalty: 817.869019
	Iteration 201Q: 3 clusters Score -430296.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430264.500000 Penalty: 817.869019
	Iteration 202Q: 3 clusters Score -430264.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430130.343750 Penalty: 817.869019
	Iteration 203Q: 3 clusters Score -430130.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430263.281250 Penalty: 817.869019
	Iteration 204Q: 3 clusters Score -430263.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430304.593750 Penalty: 817.869019
	Iteration 205Q: 3 clusters Score -430304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430054.093750 Penalty: 817.869019
	Iteration 206Q: 3 clusters Score -430054.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430110.281250 Penalty: 817.869019
	Iteration 207Q: 3 clusters Score -430110.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -430266.125000 Penalty: 817.869019
	Iteration 208Q: 3 clusters Score -430266.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430295.437500 Penalty: 817.869019
	Iteration 209Q: 3 clusters Score -430295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430200.687500 Penalty: 817.869019
	Iteration 210Q: 3 clusters Score -430200.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -430287.843750 Penalty: 817.869019
	Iteration 211Q: 3 clusters Score -430287.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430291.437500 Penalty: 817.869019
	Iteration 212Q: 3 clusters Score -430291.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430283.750000 Penalty: 817.869019
	Iteration 213Q: 3 clusters Score -430283.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430228.500000 Penalty: 817.869019
	Iteration 214Q: 3 clusters Score -430228.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430287.000000 Penalty: 817.869019
	Iteration 215Q: 3 clusters Score -430287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430199.906250 Penalty: 817.869019
	Iteration 216Q: 3 clusters Score -430199.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430245.375000 Penalty: 817.869019
	Iteration 217Q: 3 clusters Score -430245.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430166.031250 Penalty: 817.869019
	Iteration 218Q: 3 clusters Score -430166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430259.625000 Penalty: 817.869019
	Iteration 219Q: 3 clusters Score -430259.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430268.218750 Penalty: 817.869019
	Iteration 220F: 3 clusters Score -430268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430227.562500 Penalty: 817.869019
	Iteration 221Q: 3 clusters Score -430227.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430315.000000 Penalty: 817.869019
	Iteration 222Q: 3 clusters Score -430315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430253.343750 Penalty: 817.869019
	Iteration 223Q: 3 clusters Score -430253.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430227.937500 Penalty: 817.869019
	Iteration 224Q: 3 clusters Score -430227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430250.625000 Penalty: 817.869019
	Iteration 225Q: 3 clusters Score -430250.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430250.187500 Penalty: 817.869019
	Iteration 226Q: 3 clusters Score -430250.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430295.750000 Penalty: 817.869019
	Iteration 227Q: 3 clusters Score -430295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430235.593750 Penalty: 817.869019
	Iteration 228Q: 3 clusters Score -430235.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430246.468750 Penalty: 817.869019
	Iteration 229Q: 3 clusters Score -430246.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430289.750000 Penalty: 817.869019
	Iteration 230Q: 3 clusters Score -430289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -429676.218750 Penalty: 817.869019
	Iteration 231Q: 3 clusters Score -429676.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430244.437500 Penalty: 817.869019
	Iteration 232Q: 3 clusters Score -430244.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430308.562500 Penalty: 817.869019
	Iteration 233Q: 3 clusters Score -430308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430237.000000 Penalty: 817.869019
	Iteration 234Q: 3 clusters Score -430237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430280.281250 Penalty: 817.869019
	Iteration 235Q: 3 clusters Score -430280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
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Entering Unmasked Estep 
Score: -430174.281250 Penalty: 817.869019
	Iteration 236Q: 3 clusters Score -430174.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430216.750000 Penalty: 817.869019
	Iteration 237Q: 3 clusters Score -430216.8 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430233.218750 Penalty: 817.869019
	Iteration 238Q: 3 clusters Score -430233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430269.875000 Penalty: 817.869019
	Iteration 239Q: 3 clusters Score -430269.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430288.531250 Penalty: 817.869019
	Iteration 240F: 3 clusters Score -430288.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430287.687500 Penalty: 817.869019
	Iteration 241Q: 3 clusters Score -430287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430173.625000 Penalty: 817.869019
	Iteration 242Q: 3 clusters Score -430173.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430235.093750 Penalty: 817.869019
	Iteration 243Q: 3 clusters Score -430235.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430183.750000 Penalty: 817.869019
	Iteration 244Q: 3 clusters Score -430183.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -430264.875000 Penalty: 817.869019
	Iteration 245Q: 3 clusters Score -430264.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430273.187500 Penalty: 817.869019
	Iteration 246Q: 3 clusters Score -430273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430157.437500 Penalty: 817.869019
	Iteration 247Q: 3 clusters Score -430157.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430224.187500 Penalty: 817.869019
	Iteration 248Q: 3 clusters Score -430224.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
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Entering Unmasked Estep 
Score: -430232.343750 Penalty: 817.869019
	Iteration 249Q: 3 clusters Score -430232.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -430145.250000 Penalty: 817.869019
	Iteration 250Q: 3 clusters Score -430145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430272.250000 Penalty: 817.869019
	Iteration 251Q: 3 clusters Score -430272.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430270.875000 Penalty: 817.869019
	Iteration 252Q: 3 clusters Score -430270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430064.562500 Penalty: 817.869019
	Iteration 253Q: 3 clusters Score -430064.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -430265.625000 Penalty: 817.869019
	Iteration 254Q: 3 clusters Score -430265.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -430297.750000 Penalty: 817.869019
	Iteration 255Q: 3 clusters Score -430297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430171.968750 Penalty: 817.869019
	Iteration 256Q: 3 clusters Score -430172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430276.875000 Penalty: 817.869019
	Iteration 257Q: 3 clusters Score -430276.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430272.750000 Penalty: 817.869019
	Iteration 258Q: 3 clusters Score -430272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -429693.968750 Penalty: 817.869019
	Iteration 259Q: 3 clusters Score -429694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -430212.437500 Penalty: 817.869019
	Iteration 260F: 3 clusters Score -430212.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430269.531250 Penalty: 817.869019
	Iteration 261Q: 3 clusters Score -430269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430249.187500 Penalty: 817.869019
	Iteration 262Q: 3 clusters Score -430249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430254.875000 Penalty: 817.869019
	Iteration 263Q: 3 clusters Score -430254.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -430169.968750 Penalty: 817.869019
	Iteration 264Q: 3 clusters Score -430170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430285.500000 Penalty: 817.869019
	Iteration 265Q: 3 clusters Score -430285.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430244.156250 Penalty: 817.869019
	Iteration 266Q: 3 clusters Score -430244.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -430197.937500 Penalty: 817.869019
	Iteration 267Q: 3 clusters Score -430197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430179.562500 Penalty: 817.869019
	Iteration 268Q: 3 clusters Score -430179.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430115.500000 Penalty: 817.869019
	Iteration 269Q: 3 clusters Score -430115.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430268.125000 Penalty: 817.869019
	Iteration 270Q: 3 clusters Score -430268.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430232.656250 Penalty: 817.869019
	Iteration 271Q: 3 clusters Score -430232.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430256.343750 Penalty: 817.869019
	Iteration 272Q: 3 clusters Score -430256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430296.812500 Penalty: 817.869019
	Iteration 273Q: 3 clusters Score -430296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430283.375000 Penalty: 817.869019
	Iteration 274Q: 3 clusters Score -430283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430236.468750 Penalty: 817.869019
	Iteration 275Q: 3 clusters Score -430236.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429967.718750 Penalty: 817.869019
	Iteration 276Q: 3 clusters Score -429967.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430242.156250 Penalty: 817.869019
	Iteration 277Q: 3 clusters Score -430242.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430050.843750 Penalty: 817.869019
	Iteration 278Q: 3 clusters Score -430050.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -430222.625000 Penalty: 817.869019
	Iteration 279Q: 3 clusters Score -430222.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -430271.406250 Penalty: 817.869019
	Iteration 280F: 3 clusters Score -430271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430292.750000 Penalty: 817.869019
	Iteration 281Q: 3 clusters Score -430292.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430157.125000 Penalty: 817.869019
	Iteration 282Q: 3 clusters Score -430157.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430296.031250 Penalty: 817.869019
	Iteration 283Q: 3 clusters Score -430296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430200.406250 Penalty: 817.869019
	Iteration 284Q: 3 clusters Score -430200.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430258.093750 Penalty: 817.869019
	Iteration 285Q: 3 clusters Score -430258.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430299.468750 Penalty: 817.869019
	Iteration 286Q: 3 clusters Score -430299.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430250.406250 Penalty: 817.869019
	Iteration 287Q: 3 clusters Score -430250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430230.187500 Penalty: 817.869019
	Iteration 288Q: 3 clusters Score -430230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430202.437500 Penalty: 817.869019
	Iteration 289Q: 3 clusters Score -430202.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -429582.156250 Penalty: 817.869019
	Iteration 290Q: 3 clusters Score -429582.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -430280.281250 Penalty: 817.869019
	Iteration 291Q: 3 clusters Score -430280.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430205.593750 Penalty: 817.869019
	Iteration 292Q: 3 clusters Score -430205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430282.062500 Penalty: 817.869019
	Iteration 293Q: 3 clusters Score -430282.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430254.656250 Penalty: 817.869019
	Iteration 294Q: 3 clusters Score -430254.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430225.250000 Penalty: 817.869019
	Iteration 295Q: 3 clusters Score -430225.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -430222.062500 Penalty: 817.869019
	Iteration 296Q: 3 clusters Score -430222.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430019.312500 Penalty: 817.869019
	Iteration 297Q: 3 clusters Score -430019.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430266.968750 Penalty: 817.869019
	Iteration 298Q: 3 clusters Score -430267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -429729.843750 Penalty: 817.869019
	Iteration 299Q: 3 clusters Score -429729.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -430220.687500 Penalty: 817.869019
	Iteration 300F: 3 clusters Score -430220.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430252.562500 Penalty: 817.869019
	Iteration 301Q: 3 clusters Score -430252.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430287.218750 Penalty: 817.869019
	Iteration 302Q: 3 clusters Score -430287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430248.093750 Penalty: 817.869019
	Iteration 303Q: 3 clusters Score -430248.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430192.750000 Penalty: 817.869019
	Iteration 304Q: 3 clusters Score -430192.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430207.562500 Penalty: 817.869019
	Iteration 305Q: 3 clusters Score -430207.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430247.843750 Penalty: 817.869019
	Iteration 306Q: 3 clusters Score -430247.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430260.125000 Penalty: 817.869019
	Iteration 307Q: 3 clusters Score -430260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430269.656250 Penalty: 817.869019
	Iteration 308Q: 3 clusters Score -430269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430279.437500 Penalty: 817.869019
	Iteration 309Q: 3 clusters Score -430279.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430258.875000 Penalty: 817.869019
	Iteration 310Q: 3 clusters Score -430258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430298.656250 Penalty: 817.869019
	Iteration 311Q: 3 clusters Score -430298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430237.125000 Penalty: 817.869019
	Iteration 312Q: 3 clusters Score -430237.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430183.000000 Penalty: 817.869019
	Iteration 313Q: 3 clusters Score -430183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430256.187500 Penalty: 817.869019
	Iteration 314Q: 3 clusters Score -430256.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430251.250000 Penalty: 817.869019
	Iteration 315Q: 3 clusters Score -430251.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430187.218750 Penalty: 817.869019
	Iteration 316Q: 3 clusters Score -430187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430155.281250 Penalty: 817.869019
	Iteration 317Q: 3 clusters Score -430155.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430205.750000 Penalty: 817.869019
	Iteration 318Q: 3 clusters Score -430205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430185.625000 Penalty: 817.869019
	Iteration 319Q: 3 clusters Score -430185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430188.937500 Penalty: 817.869019
	Iteration 320F: 3 clusters Score -430188.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -429671.968750 Penalty: 817.869019
	Iteration 321Q: 3 clusters Score -429672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -430261.656250 Penalty: 817.869019
	Iteration 322Q: 3 clusters Score -430261.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430291.843750 Penalty: 817.869019
	Iteration 323Q: 3 clusters Score -430291.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430150.125000 Penalty: 817.869019
	Iteration 324Q: 3 clusters Score -430150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430236.218750 Penalty: 817.869019
	Iteration 325Q: 3 clusters Score -430236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430273.375000 Penalty: 817.869019
	Iteration 326Q: 3 clusters Score -430273.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -430195.406250 Penalty: 817.869019
	Iteration 327Q: 3 clusters Score -430195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -430169.906250 Penalty: 817.869019
	Iteration 328Q: 3 clusters Score -430169.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430263.875000 Penalty: 817.869019
	Iteration 329Q: 3 clusters Score -430263.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -430252.593750 Penalty: 817.869019
	Iteration 330Q: 3 clusters Score -430252.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430108.843750 Penalty: 817.869019
	Iteration 331Q: 3 clusters Score -430108.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430257.593750 Penalty: 817.869019
	Iteration 332Q: 3 clusters Score -430257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -430231.156250 Penalty: 817.869019
	Iteration 333Q: 3 clusters Score -430231.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430173.906250 Penalty: 817.869019
	Iteration 334Q: 3 clusters Score -430173.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -429634.750000 Penalty: 817.869019
	Iteration 335Q: 3 clusters Score -429634.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -430214.406250 Penalty: 817.869019
	Iteration 336Q: 3 clusters Score -430214.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -430153.437500 Penalty: 817.869019
	Iteration 337Q: 3 clusters Score -430153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -429919.468750 Penalty: 817.869019
	Iteration 338Q: 3 clusters Score -429919.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430289.062500 Penalty: 817.869019
	Iteration 339Q: 3 clusters Score -430289.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430264.593750 Penalty: 817.869019
	Iteration 340F: 3 clusters Score -430264.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430193.906250 Penalty: 817.869019
	Iteration 341Q: 3 clusters Score -430193.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430252.593750 Penalty: 817.869019
	Iteration 342Q: 3 clusters Score -430252.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430260.125000 Penalty: 817.869019
	Iteration 343Q: 3 clusters Score -430260.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -429748.218750 Penalty: 817.869019
	Iteration 344Q: 3 clusters Score -429748.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -430246.468750 Penalty: 817.869019
	Iteration 345Q: 3 clusters Score -430246.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430288.187500 Penalty: 817.869019
	Iteration 346Q: 3 clusters Score -430288.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430275.156250 Penalty: 817.869019
	Iteration 347Q: 3 clusters Score -430275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430173.437500 Penalty: 817.869019
	Iteration 348Q: 3 clusters Score -430173.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430233.843750 Penalty: 817.869019
	Iteration 349Q: 3 clusters Score -430233.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430264.281250 Penalty: 817.869019
	Iteration 350Q: 3 clusters Score -430264.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429911.906250 Penalty: 817.869019
	Iteration 351Q: 3 clusters Score -429911.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430305.843750 Penalty: 817.869019
	Iteration 352Q: 3 clusters Score -430305.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430287.218750 Penalty: 817.869019
	Iteration 353Q: 3 clusters Score -430287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430168.875000 Penalty: 817.869019
	Iteration 354Q: 3 clusters Score -430168.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430229.062500 Penalty: 817.869019
	Iteration 355Q: 3 clusters Score -430229.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430264.750000 Penalty: 817.869019
	Iteration 356Q: 3 clusters Score -430264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430200.281250 Penalty: 817.869019
	Iteration 357Q: 3 clusters Score -430200.3 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430216.562500 Penalty: 817.869019
	Iteration 358Q: 3 clusters Score -430216.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430217.187500 Penalty: 817.869019
	Iteration 359Q: 3 clusters Score -430217.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430295.468750 Penalty: 817.869019
	Iteration 360F: 3 clusters Score -430295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430129.218750 Penalty: 817.869019
	Iteration 361Q: 3 clusters Score -430129.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430186.750000 Penalty: 817.869019
	Iteration 362Q: 3 clusters Score -430186.8 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430267.875000 Penalty: 817.869019
	Iteration 363Q: 3 clusters Score -430267.9 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430213.656250 Penalty: 817.869019
	Iteration 364Q: 3 clusters Score -430213.7 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430197.468750 Penalty: 817.869019
	Iteration 365Q: 3 clusters Score -430197.5 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430266.312500 Penalty: 817.869019
	Iteration 366Q: 3 clusters Score -430266.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430181.000000 Penalty: 817.869019
	Iteration 367Q: 3 clusters Score -430181 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430272.906250 Penalty: 817.869019
	Iteration 368Q: 3 clusters Score -430272.9 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430245.906250 Penalty: 817.869019
	Iteration 369Q: 3 clusters Score -430245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430279.187500 Penalty: 817.869019
	Iteration 370Q: 3 clusters Score -430279.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430226.343750 Penalty: 817.869019
	Iteration 371Q: 3 clusters Score -430226.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430226.875000 Penalty: 817.869019
	Iteration 372Q: 3 clusters Score -430226.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430216.218750 Penalty: 817.869019
	Iteration 373Q: 3 clusters Score -430216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430234.718750 Penalty: 817.869019
	Iteration 374Q: 3 clusters Score -430234.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430127.843750 Penalty: 817.869019
	Iteration 375Q: 3 clusters Score -430127.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430149.375000 Penalty: 817.869019
	Iteration 376Q: 3 clusters Score -430149.4 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -430300.187500 Penalty: 817.869019
	Iteration 377Q: 3 clusters Score -430300.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430238.312500 Penalty: 817.869019
	Iteration 378Q: 3 clusters Score -430238.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430051.906250 Penalty: 817.869019
	Iteration 379Q: 3 clusters Score -430051.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430296.437500 Penalty: 817.869019
	Iteration 380F: 3 clusters Score -430296.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430148.531250 Penalty: 817.869019
	Iteration 381Q: 3 clusters Score -430148.5 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430265.656250 Penalty: 817.869019
	Iteration 382Q: 3 clusters Score -430265.7 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430291.468750 Penalty: 817.869019
	Iteration 383Q: 3 clusters Score -430291.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430182.656250 Penalty: 817.869019
	Iteration 384Q: 3 clusters Score -430182.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430259.968750 Penalty: 817.869019
	Iteration 385Q: 3 clusters Score -430260 nChanged 37
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -429557.531250 Penalty: 817.869019
	Iteration 386Q: 3 clusters Score -429557.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -430267.437500 Penalty: 817.869019
	Iteration 387Q: 3 clusters Score -430267.4 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430261.656250 Penalty: 817.869019
	Iteration 388Q: 3 clusters Score -430261.7 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430256.031250 Penalty: 817.869019
	Iteration 389Q: 3 clusters Score -430256 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430270.718750 Penalty: 817.869019
	Iteration 390Q: 3 clusters Score -430270.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -428566.9 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -430219.281250 Penalty: 817.869019
	Iteration 392Q: 3 clusters Score -430219.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -430113.593750 Penalty: 817.869019
	Iteration 393Q: 3 clusters Score -430113.6 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -430249.875000 Penalty: 817.869019
	Iteration 394Q: 3 clusters Score -430249.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -430280.468750 Penalty: 817.869019
	Iteration 395Q: 3 clusters Score -430280.5 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -430282.062500 Penalty: 817.869019
	Iteration 396Q: 3 clusters Score -430282.1 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430278.000000 Penalty: 817.869019
	Iteration 397Q: 3 clusters Score -430278 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430203.187500 Penalty: 817.869019
	Iteration 398Q: 3 clusters Score -430203.2 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430294.000000 Penalty: 817.869019
	Iteration 399Q: 3 clusters Score -430294 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430248.062500 Penalty: 817.869019
	Iteration 400F: 3 clusters Score -430248.1 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430135.750000 Penalty: 817.869019
	Iteration 401Q: 3 clusters Score -430135.8 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430208.062500 Penalty: 817.869019
	Iteration 402Q: 3 clusters Score -430208.1 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430120.625000 Penalty: 817.869019
	Iteration 403Q: 3 clusters Score -430120.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -430210.062500 Penalty: 817.869019
	Iteration 404Q: 3 clusters Score -430210.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430218.750000 Penalty: 817.869019
	Iteration 405Q: 3 clusters Score -430218.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
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Entering Unmasked Estep 
Score: -430191.781250 Penalty: 817.869019
	Iteration 406Q: 3 clusters Score -430191.8 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430257.375000 Penalty: 817.869019
	Iteration 407Q: 3 clusters Score -430257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430260.156250 Penalty: 817.869019
	Iteration 408Q: 3 clusters Score -430260.2 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430217.843750 Penalty: 817.869019
	Iteration 409Q: 3 clusters Score -430217.8 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430261.781250 Penalty: 817.869019
	Iteration 410Q: 3 clusters Score -430261.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430071.875000 Penalty: 817.869019
	Iteration 411Q: 3 clusters Score -430071.9 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430264.500000 Penalty: 817.869019
	Iteration 412Q: 3 clusters Score -430264.5 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430214.250000 Penalty: 817.869019
	Iteration 413Q: 3 clusters Score -430214.2 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430243.281250 Penalty: 817.869019
	Iteration 414Q: 3 clusters Score -430243.3 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430256.437500 Penalty: 817.869019
	Iteration 415Q: 3 clusters Score -430256.4 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430202.531250 Penalty: 817.869019
	Iteration 416Q: 3 clusters Score -430202.5 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430275.906250 Penalty: 817.869019
	Iteration 417Q: 3 clusters Score -430275.9 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430266.968750 Penalty: 817.869019
	Iteration 418Q: 3 clusters Score -430267 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430274.593750 Penalty: 817.869019
	Iteration 419Q: 3 clusters Score -430274.6 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430222.375000 Penalty: 817.869019
	Iteration 420F: 3 clusters Score -430222.4 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430264.343750 Penalty: 817.869019
	Iteration 421Q: 3 clusters Score -430264.3 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430264.062500 Penalty: 817.869019
	Iteration 422Q: 3 clusters Score -430264.1 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430187.125000 Penalty: 817.869019
	Iteration 423Q: 3 clusters Score -430187.1 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430122.218750 Penalty: 817.869019
	Iteration 424Q: 3 clusters Score -430122.2 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -429963.875000 Penalty: 817.869019
	Iteration 425Q: 3 clusters Score -429963.9 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430262.875000 Penalty: 817.869019
	Iteration 426Q: 3 clusters Score -430262.9 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430302.625000 Penalty: 817.869019
	Iteration 427Q: 3 clusters Score -430302.6 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430193.531250 Penalty: 817.869019
	Iteration 428Q: 3 clusters Score -430193.5 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430283.968750 Penalty: 817.869019
	Iteration 429Q: 3 clusters Score -430284 nChanged 28
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Entering Unmasked Estep 
Score: -430257.625000 Penalty: 817.869019
	Iteration 430Q: 3 clusters Score -430257.6 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430135.062500 Penalty: 817.869019
	Iteration 431Q: 3 clusters Score -430135.1 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430212.343750 Penalty: 817.869019
	Iteration 432Q: 3 clusters Score -430212.3 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430123.593750 Penalty: 817.869019
	Iteration 433Q: 3 clusters Score -430123.6 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -430256.218750 Penalty: 817.869019
	Iteration 434Q: 3 clusters Score -430256.2 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430009.375000 Penalty: 817.869019
	Iteration 435Q: 3 clusters Score -430009.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430251.625000 Penalty: 817.869019
	Iteration 436Q: 3 clusters Score -430251.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430195.062500 Penalty: 817.869019
	Iteration 437Q: 3 clusters Score -430195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430254.750000 Penalty: 817.869019
	Iteration 438Q: 3 clusters Score -430254.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430266.656250 Penalty: 817.869019
	Iteration 439Q: 3 clusters Score -430266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430005.906250 Penalty: 817.869019
	Iteration 440F: 3 clusters Score -430005.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430170.531250 Penalty: 817.869019
	Iteration 441Q: 3 clusters Score -430170.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430111.500000 Penalty: 817.869019
	Iteration 442Q: 3 clusters Score -430111.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -430290.593750 Penalty: 817.869019
	Iteration 443Q: 3 clusters Score -430290.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430254.937500 Penalty: 817.869019
	Iteration 444Q: 3 clusters Score -430254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430249.968750 Penalty: 817.869019
	Iteration 445Q: 3 clusters Score -430250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430273.968750 Penalty: 817.869019
	Iteration 446Q: 3 clusters Score -430274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430161.968750 Penalty: 817.869019
	Iteration 447Q: 3 clusters Score -430162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430295.125000 Penalty: 817.869019
	Iteration 448Q: 3 clusters Score -430295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430181.812500 Penalty: 817.869019
	Iteration 449Q: 3 clusters Score -430181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430269.937500 Penalty: 817.869019
	Iteration 450Q: 3 clusters Score -430269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430288.937500 Penalty: 817.869019
	Iteration 451Q: 3 clusters Score -430288.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430295.968750 Penalty: 817.869019
	Iteration 452Q: 3 clusters Score -430296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430079.468750 Penalty: 817.869019
	Iteration 453Q: 3 clusters Score -430079.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430249.593750 Penalty: 817.869019
	Iteration 454Q: 3 clusters Score -430249.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430169.250000 Penalty: 817.869019
	Iteration 455Q: 3 clusters Score -430169.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -430281.375000 Penalty: 817.869019
	Iteration 456Q: 3 clusters Score -430281.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430215.531250 Penalty: 817.869019
	Iteration 457Q: 3 clusters Score -430215.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430189.468750 Penalty: 817.869019
	Iteration 458Q: 3 clusters Score -430189.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430181.031250 Penalty: 817.869019
	Iteration 459Q: 3 clusters Score -430181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -430220.750000 Penalty: 817.869019
	Iteration 460F: 3 clusters Score -430220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430213.812500 Penalty: 817.869019
	Iteration 461Q: 3 clusters Score -430213.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430198.281250 Penalty: 817.869019
	Iteration 462Q: 3 clusters Score -430198.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430223.468750 Penalty: 817.869019
	Iteration 463Q: 3 clusters Score -430223.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430101.281250 Penalty: 817.869019
	Iteration 464Q: 3 clusters Score -430101.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430219.593750 Penalty: 817.869019
	Iteration 465Q: 3 clusters Score -430219.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430231.000000 Penalty: 817.869019
	Iteration 466Q: 3 clusters Score -430231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -429716.468750 Penalty: 817.869019
	Iteration 467Q: 3 clusters Score -429716.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430278.906250 Penalty: 817.869019
	Iteration 468Q: 3 clusters Score -430278.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -430244.343750 Penalty: 817.869019
	Iteration 469Q: 3 clusters Score -430244.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430283.468750 Penalty: 817.869019
	Iteration 470Q: 3 clusters Score -430283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -430255.593750 Penalty: 817.869019
	Iteration 471Q: 3 clusters Score -430255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430214.968750 Penalty: 817.869019
	Iteration 472Q: 3 clusters Score -430215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430232.687500 Penalty: 817.869019
	Iteration 473Q: 3 clusters Score -430232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -430153.937500 Penalty: 817.869019
	Iteration 474Q: 3 clusters Score -430153.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430198.937500 Penalty: 817.869019
	Iteration 475Q: 3 clusters Score -430198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -430295.468750 Penalty: 817.869019
	Iteration 476Q: 3 clusters Score -430295.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -430241.250000 Penalty: 817.869019
	Iteration 477Q: 3 clusters Score -430241.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -430234.531250 Penalty: 817.869019
	Iteration 478Q: 3 clusters Score -430234.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -430230.593750 Penalty: 817.869019
	Iteration 479Q: 3 clusters Score -430230.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430228.562500 Penalty: 817.869019
	Iteration 480F: 3 clusters Score -430228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430280.750000 Penalty: 817.869019
	Iteration 481Q: 3 clusters Score -430280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430222.562500 Penalty: 817.869019
	Iteration 482Q: 3 clusters Score -430222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430303.375000 Penalty: 817.869019
	Iteration 483Q: 3 clusters Score -430303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -429886.218750 Penalty: 817.869019
	Iteration 484Q: 3 clusters Score -429886.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -430303.250000 Penalty: 817.869019
	Iteration 485Q: 3 clusters Score -430303.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -430257.937500 Penalty: 817.869019
	Iteration 486Q: 3 clusters Score -430257.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -430293.281250 Penalty: 817.869019
	Iteration 487Q: 3 clusters Score -430293.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430282.062500 Penalty: 817.869019
	Iteration 488Q: 3 clusters Score -430282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430292.375000 Penalty: 817.869019
	Iteration 489Q: 3 clusters Score -430292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430306.062500 Penalty: 817.869019
	Iteration 490Q: 3 clusters Score -430306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -430285.156250 Penalty: 817.869019
	Iteration 491Q: 3 clusters Score -430285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430289.562500 Penalty: 817.869019
	Iteration 492Q: 3 clusters Score -430289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430266.531250 Penalty: 817.869019
	Iteration 493Q: 3 clusters Score -430266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430285.343750 Penalty: 817.869019
	Iteration 494Q: 3 clusters Score -430285.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430194.218750 Penalty: 817.869019
	Iteration 495Q: 3 clusters Score -430194.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430240.250000 Penalty: 817.869019
	Iteration 496Q: 3 clusters Score -430240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430269.656250 Penalty: 817.869019
	Iteration 497Q: 3 clusters Score -430269.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430308.687500 Penalty: 817.869019
	Iteration 498Q: 3 clusters Score -430308.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430209.500000 Penalty: 817.869019
	Iteration 499Q: 3 clusters Score -430209.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430299.312500 Penalty: 817.869019
	Iteration 500F: 3 clusters Score -430299.3 nChanged 24
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Entering Unmasked Estep 
Score: -58008664.000000 Penalty: 13216.511719
Splitting cluster 10 changes total score from -57994108.000000 to -58008664.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -67928.570312 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -67928.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -66456.859375 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -66456.86 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -68177.156250 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -68177.16 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -69147.750000 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -69147.75 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -70217.789062 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -70217.79 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -71843.117188 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -71843.12 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -73025.140625 Penalty: 698.685608
	Iteration 5F: 3 clusters Score -73025.14 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -73629.093750 Penalty: 698.685608
	Iteration 6F: 3 clusters Score -73629.09 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -74097.281250 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -74097.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -74290.945312 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -74290.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -74406.546875 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -74406.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -74548.078125 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -74548.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -74644.445312 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -74644.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -74664.460938 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -74664.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -74672.648438 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -74672.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -74674.554688 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -74674.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -74680.484375 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -74680.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -74680.945312 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -74680.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -74681.796875 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -74681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -74722.914062 Penalty: 698.685608
	Iteration 18F: 3 clusters Score -74722.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -75023.609375 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -75023.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -75220.179688 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -75220.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -75222.937500 Penalty: 698.685608
	Iteration 21Q: 3 clusters Score -75222.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -75222.937500 Penalty: 698.685608
	Iteration 22F: 3 clusters Score -75222.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Entering Unmasked Estep 
Score: -58015932.000000 Penalty: 13845.869141
Splitting cluster 11 changes total score from -57994108.000000 to -58015932.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (25989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Entering Unmasked Estep 
Score: -1552156.500000 Penalty: 462.527039
	Iteration 0F: 2 clusters Score -1552156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1534760.500000 Penalty: 925.054077
	Iteration 0F: 3 clusters Score -1534760 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1542399.250000 Penalty: 925.054077
	Iteration 1F: 3 clusters Score -1542399 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1542958.250000 Penalty: 925.054077
	Iteration 2Q: 3 clusters Score -1542958 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1543744.750000 Penalty: 925.054077
	Iteration 3F: 3 clusters Score -1543745 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1544753.375000 Penalty: 925.054077
	Iteration 4F: 3 clusters Score -1544753 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1545976.250000 Penalty: 925.054077
	Iteration 5F: 3 clusters Score -1545976 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1547293.375000 Penalty: 925.054077
	Iteration 6F: 3 clusters Score -1547293 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1548216.625000 Penalty: 925.054077
	Iteration 7F: 3 clusters Score -1548217 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1548769.250000 Penalty: 925.054077
	Iteration 8Q: 3 clusters Score -1548769 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1549103.000000 Penalty: 925.054077
	Iteration 9Q: 3 clusters Score -1549103 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1549340.750000 Penalty: 925.054077
	Iteration 10Q: 3 clusters Score -1549341 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1549587.375000 Penalty: 925.054077
	Iteration 11Q: 3 clusters Score -1549587 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1549819.125000 Penalty: 925.054077
	Iteration 12Q: 3 clusters Score -1549819 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1550038.625000 Penalty: 925.054077
	Iteration 13Q: 3 clusters Score -1550039 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1550178.125000 Penalty: 925.054077
	Iteration 14Q: 3 clusters Score -1550178 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1550280.500000 Penalty: 925.054077
	Iteration 15Q: 3 clusters Score -1550280 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1550351.750000 Penalty: 925.054077
	Iteration 16Q: 3 clusters Score -1550352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1550398.750000 Penalty: 925.054077
	Iteration 17Q: 3 clusters Score -1550399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1550425.375000 Penalty: 925.054077
	Iteration 18Q: 3 clusters Score -1550425 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1550453.125000 Penalty: 925.054077
	Iteration 19Q: 3 clusters Score -1550453 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1550466.625000 Penalty: 925.054077
	Iteration 20F: 3 clusters Score -1550467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1550463.750000 Penalty: 925.054077
	Iteration 21Q: 3 clusters Score -1550464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1550472.125000 Penalty: 925.054077
	Iteration 22Q: 3 clusters Score -1550472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1550472.500000 Penalty: 925.054077
	Iteration 23Q: 3 clusters Score -1550472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1550476.000000 Penalty: 925.054077
	Iteration 24Q: 3 clusters Score -1550476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1550476.250000 Penalty: 925.054077
	Iteration 25Q: 3 clusters Score -1550476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1550477.500000 Penalty: 925.054077
	Iteration 26Q: 3 clusters Score -1550478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1550479.000000 Penalty: 925.054077
	Iteration 27Q: 3 clusters Score -1550479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1550476.875000 Penalty: 925.054077
	Iteration 28Q: 3 clusters Score -1550477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1550475.625000 Penalty: 925.054077
	Iteration 29Q: 3 clusters Score -1550476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1550480.375000 Penalty: 925.054077
	Iteration 30Q: 3 clusters Score -1550480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1550481.125000 Penalty: 925.054077
	Iteration 31Q: 3 clusters Score -1550481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1550480.875000 Penalty: 925.054077
	Iteration 32Q: 3 clusters Score -1550481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1550480.750000 Penalty: 925.054077
	Iteration 33Q: 3 clusters Score -1550481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1550479.500000 Penalty: 925.054077
	Iteration 34Q: 3 clusters Score -1550480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1550482.625000 Penalty: 925.054077
	Iteration 35Q: 3 clusters Score -1550483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1550480.750000 Penalty: 925.054077
	Iteration 36Q: 3 clusters Score -1550481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1550482.000000 Penalty: 925.054077
	Iteration 37Q: 3 clusters Score -1550482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1550481.750000 Penalty: 925.054077
	Iteration 38Q: 3 clusters Score -1550482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1550483.125000 Penalty: 925.054077
	Iteration 39Q: 3 clusters Score -1550483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1550481.250000 Penalty: 925.054077
	Iteration 40F: 3 clusters Score -1550481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1550485.625000 Penalty: 925.054077
	Iteration 41Q: 3 clusters Score -1550486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1550484.500000 Penalty: 925.054077
	Iteration 42Q: 3 clusters Score -1550484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1550488.250000 Penalty: 925.054077
	Iteration 43Q: 3 clusters Score -1550488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1550485.625000 Penalty: 925.054077
	Iteration 44Q: 3 clusters Score -1550486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1550482.875000 Penalty: 925.054077
	Iteration 45Q: 3 clusters Score -1550483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1550479.375000 Penalty: 925.054077
	Iteration 46Q: 3 clusters Score -1550479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1550480.000000 Penalty: 925.054077
	Iteration 47Q: 3 clusters Score -1550480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1550482.500000 Penalty: 925.054077
	Iteration 48Q: 3 clusters Score -1550482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1550483.375000 Penalty: 925.054077
	Iteration 49Q: 3 clusters Score -1550483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1550482.875000 Penalty: 925.054077
	Iteration 50Q: 3 clusters Score -1550483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1550482.750000 Penalty: 925.054077
	Iteration 51Q: 3 clusters Score -1550483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1550485.000000 Penalty: 925.054077
	Iteration 52Q: 3 clusters Score -1550485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1550486.375000 Penalty: 925.054077
	Iteration 53Q: 3 clusters Score -1550486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1550485.500000 Penalty: 925.054077
	Iteration 54Q: 3 clusters Score -1550486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1550484.750000 Penalty: 925.054077
	Iteration 55Q: 3 clusters Score -1550485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1550484.875000 Penalty: 925.054077
	Iteration 56Q: 3 clusters Score -1550485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1550484.000000 Penalty: 925.054077
	Iteration 57Q: 3 clusters Score -1550484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1550486.625000 Penalty: 925.054077
	Iteration 58Q: 3 clusters Score -1550487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1550487.500000 Penalty: 925.054077
	Iteration 59Q: 3 clusters Score -1550488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1550489.375000 Penalty: 925.054077
	Iteration 60F: 3 clusters Score -1550489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1550488.750000 Penalty: 925.054077
	Iteration 61Q: 3 clusters Score -1550489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1550490.000000 Penalty: 925.054077
	Iteration 62Q: 3 clusters Score -1550490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1550489.000000 Penalty: 925.054077
	Iteration 63Q: 3 clusters Score -1550489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1550488.000000 Penalty: 925.054077
	Iteration 64Q: 3 clusters Score -1550488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1550488.750000 Penalty: 925.054077
	Iteration 65Q: 3 clusters Score -1550489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1550488.750000 Penalty: 925.054077
	Iteration 66F: 3 clusters Score -1550489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Entering Unmasked Estep 
Score: -3891504.000000 Penalty: 504.120422
	Iteration 0F: 2 clusters Score -3891504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3848050.500000 Penalty: 1008.240845
	Iteration 0F: 3 clusters Score -3848050 nChanged 31275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3866130.250000 Penalty: 1008.240845
	Iteration 1F: 3 clusters Score -3866130 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -3866983.000000 Penalty: 1008.240845
	Iteration 2Q: 3 clusters Score -3866983 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -3868721.500000 Penalty: 1008.240845
	Iteration 3F: 3 clusters Score -3868722 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -3872325.000000 Penalty: 1008.240845
	Iteration 4F: 3 clusters Score -3872325 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -3878223.500000 Penalty: 1008.240845
	Iteration 5F: 3 clusters Score -3878224 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -3884527.500000 Penalty: 1008.240845
	Iteration 6F: 3 clusters Score -3884528 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -3888669.000000 Penalty: 1008.240845
	Iteration 7F: 3 clusters Score -3888669 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -3890246.500000 Penalty: 1008.240845
	Iteration 8Q: 3 clusters Score -3890246 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -3890751.750000 Penalty: 1008.240845
	Iteration 9Q: 3 clusters Score -3890752 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -3890932.750000 Penalty: 1008.240845
	Iteration 10Q: 3 clusters Score -3890933 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -3891021.000000 Penalty: 1008.240845
	Iteration 11Q: 3 clusters Score -3891021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -3891064.250000 Penalty: 1008.240845
	Iteration 12Q: 3 clusters Score -3891064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -3891078.000000 Penalty: 1008.240845
	Iteration 13Q: 3 clusters Score -3891078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -3891091.000000 Penalty: 1008.240845
	Iteration 14Q: 3 clusters Score -3891091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -3891095.000000 Penalty: 1008.240845
	Iteration 15Q: 3 clusters Score -3891095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -3891098.000000 Penalty: 1008.240845
	Iteration 16Q: 3 clusters Score -3891098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -3891101.750000 Penalty: 1008.240845
	Iteration 17Q: 3 clusters Score -3891102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -3891100.500000 Penalty: 1008.240845
	Iteration 18Q: 3 clusters Score -3891100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -3891098.250000 Penalty: 1008.240845
	Iteration 19Q: 3 clusters Score -3891098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -3891101.750000 Penalty: 1008.240845
	Iteration 20F: 3 clusters Score -3891102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -3891098.750000 Penalty: 1008.240845
	Iteration 21Q: 3 clusters Score -3891099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 1008.240845
	Iteration 22Q: 3 clusters Score -3891102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -3891102.750000 Penalty: 1008.240845
	Iteration 23Q: 3 clusters Score -3891103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -3891102.750000 Penalty: 1008.240845
	Iteration 24F: 3 clusters Score -3891103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -587966.250000 Penalty: 415.680389
	Iteration 0F: 2 clusters Score -587966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -581808.625000 Penalty: 831.360779
	Iteration 0F: 3 clusters Score -581808.6 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -584321.625000 Penalty: 831.360779
	Iteration 1F: 3 clusters Score -584321.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -584542.437500 Penalty: 831.360779
	Iteration 2Q: 3 clusters Score -584542.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -584884.875000 Penalty: 831.360779
	Iteration 3F: 3 clusters Score -584884.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -585371.562500 Penalty: 831.360779
	Iteration 4F: 3 clusters Score -585371.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -585958.062500 Penalty: 831.360779
	Iteration 5F: 3 clusters Score -585958.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -586506.000000 Penalty: 831.360779
	Iteration 6F: 3 clusters Score -586506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -586931.875000 Penalty: 831.360779
	Iteration 7Q: 3 clusters Score -586931.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -587201.187500 Penalty: 831.360779
	Iteration 8Q: 3 clusters Score -587201.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -587367.250000 Penalty: 831.360779
	Iteration 9Q: 3 clusters Score -587367.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -587472.937500 Penalty: 831.360779
	Iteration 10Q: 3 clusters Score -587472.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -587520.687500 Penalty: 831.360779
	Iteration 11Q: 3 clusters Score -587520.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -587551.187500 Penalty: 831.360779
	Iteration 12Q: 3 clusters Score -587551.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -587569.312500 Penalty: 831.360779
	Iteration 13Q: 3 clusters Score -587569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -587588.375000 Penalty: 831.360779
	Iteration 14Q: 3 clusters Score -587588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -587601.375000 Penalty: 831.360779
	Iteration 15Q: 3 clusters Score -587601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -587612.312500 Penalty: 831.360779
	Iteration 16Q: 3 clusters Score -587612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -587613.000000 Penalty: 831.360779
	Iteration 17Q: 3 clusters Score -587613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -587613.000000 Penalty: 831.360779
	Iteration 18F: 3 clusters Score -587613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -405311.406250 Penalty: 403.939911
	Iteration 0F: 2 clusters Score -405311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -400564.843750 Penalty: 807.879822
	Iteration 0F: 3 clusters Score -400564.8 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -402772.125000 Penalty: 807.879822
	Iteration 1F: 3 clusters Score -402772.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -403286.906250 Penalty: 807.879822
	Iteration 2F: 3 clusters Score -403286.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -403862.843750 Penalty: 807.879822
	Iteration 3F: 3 clusters Score -403862.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -404389.687500 Penalty: 807.879822
	Iteration 4F: 3 clusters Score -404389.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -404806.343750 Penalty: 807.879822
	Iteration 5F: 3 clusters Score -404806.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -405141.968750 Penalty: 807.879822
	Iteration 6F: 3 clusters Score -405142 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -405349.281250 Penalty: 807.879822
	Iteration 7Q: 3 clusters Score -405349.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -405493.656250 Penalty: 807.879822
	Iteration 8Q: 3 clusters Score -405493.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -405625.687500 Penalty: 807.879822
	Iteration 9Q: 3 clusters Score -405625.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -405745.781250 Penalty: 807.879822
	Iteration 10Q: 3 clusters Score -405745.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -405841.656250 Penalty: 807.879822
	Iteration 11Q: 3 clusters Score -405841.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -405897.687500 Penalty: 807.879822
	Iteration 12Q: 3 clusters Score -405897.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -405923.312500 Penalty: 807.879822
	Iteration 13Q: 3 clusters Score -405923.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -405942.562500 Penalty: 807.879822
	Iteration 14Q: 3 clusters Score -405942.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -405967.000000 Penalty: 807.879822
	Iteration 15Q: 3 clusters Score -405967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -405991.093750 Penalty: 807.879822
	Iteration 16Q: 3 clusters Score -405991.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -406020.843750 Penalty: 807.879822
	Iteration 17Q: 3 clusters Score -406020.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -406058.125000 Penalty: 807.879822
	Iteration 18Q: 3 clusters Score -406058.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -406101.562500 Penalty: 807.879822
	Iteration 19Q: 3 clusters Score -406101.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -406156.531250 Penalty: 807.879822
	Iteration 20F: 3 clusters Score -406156.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -406217.156250 Penalty: 807.879822
	Iteration 21Q: 3 clusters Score -406217.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -406312.593750 Penalty: 807.879822
	Iteration 22Q: 3 clusters Score -406312.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -406494.000000 Penalty: 807.879822
	Iteration 23Q: 3 clusters Score -406494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -406831.375000 Penalty: 807.879822
	Iteration 24Q: 3 clusters Score -406831.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -407142.281250 Penalty: 807.879822
	Iteration 25Q: 3 clusters Score -407142.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -407327.906250 Penalty: 807.879822
	Iteration 26Q: 3 clusters Score -407327.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -407380.843750 Penalty: 807.879822
	Iteration 27Q: 3 clusters Score -407380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -407391.687500 Penalty: 807.879822
	Iteration 28Q: 3 clusters Score -407391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -407393.937500 Penalty: 807.879822
	Iteration 29Q: 3 clusters Score -407393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -407396.468750 Penalty: 807.879822
	Iteration 30Q: 3 clusters Score -407396.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -407399.062500 Penalty: 807.879822
	Iteration 31Q: 3 clusters Score -407399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -407400.468750 Penalty: 807.879822
	Iteration 32Q: 3 clusters Score -407400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -407400.968750 Penalty: 807.879822
	Iteration 33Q: 3 clusters Score -407401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -407401.156250 Penalty: 807.879822
	Iteration 34Q: 3 clusters Score -407401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -407402.312500 Penalty: 807.879822
	Iteration 35F: 3 clusters Score -407402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -407402.500000 Penalty: 807.879822
	Iteration 36Q: 3 clusters Score -407402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -407402.500000 Penalty: 807.879822
	Iteration 37F: 3 clusters Score -407402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 235015 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 2804 members 
Entering Unmasked Estep 
Score: -58018024.000000 Penalty: 14475.226562
Splitting cluster 15 changes total score from -57994108.000000 to -58018024.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (235015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235015 members 
Entering Unmasked Estep 
Score: -13857582.000000 Penalty: 562.716919
	Iteration 0F: 2 clusters Score -1.385758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -13722730.000000 Penalty: 1125.433838
	Iteration 0F: 3 clusters Score -1.372273e+07 nChanged 116002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -13798926.000000 Penalty: 1125.433838
	Iteration 1F: 3 clusters Score -1.379893e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 138883 members 
Entering Unmasked Estep 
Score: -13809062.000000 Penalty: 1125.433838
	Iteration 2F: 3 clusters Score -1.380906e+07 nChanged 19228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -13824853.000000 Penalty: 1125.433838
	Iteration 3F: 3 clusters Score -1.382485e+07 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 134437 members 
Entering Unmasked Estep 
Score: -13839504.000000 Penalty: 1125.433838
	Iteration 4F: 3 clusters Score -1.38395e+07 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -13845945.000000 Penalty: 1125.433838
	Iteration 5F: 3 clusters Score -1.384594e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -13847971.000000 Penalty: 1125.433838
	Iteration 6Q: 3 clusters Score -1.384797e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -13848563.000000 Penalty: 1125.433838
	Iteration 7Q: 3 clusters Score -1.384856e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -13848206.000000 Penalty: 1125.433838
	Iteration 8Q: 3 clusters Score -1.384821e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -13847710.000000 Penalty: 1125.433838
	Iteration 9Q: 3 clusters Score -1.384771e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -13846735.000000 Penalty: 1125.433838
	Iteration 10Q: 3 clusters Score -1.384674e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151531 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -13846031.000000 Penalty: 1125.433838
	Iteration 11Q: 3 clusters Score -1.384603e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163086 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -13845959.000000 Penalty: 1125.433838
	Iteration 12F: 3 clusters Score -1.384596e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -13846840.000000 Penalty: 1125.433838
	Iteration 13F: 3 clusters Score -1.384684e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -13851908.000000 Penalty: 1125.433838
	Iteration 14Q: 3 clusters Score -1.385191e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -13855353.000000 Penalty: 1125.433838
	Iteration 15Q: 3 clusters Score -1.385535e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196992 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -13857354.000000 Penalty: 1125.433838
	Iteration 16Q: 3 clusters Score -1.385735e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201368 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -13858547.000000 Penalty: 1125.433838
	Iteration 17Q: 3 clusters Score -1.385855e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204912 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -13859348.000000 Penalty: 1125.433838
	Iteration 18Q: 3 clusters Score -1.385935e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207823 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -13859934.000000 Penalty: 1125.433838
	Iteration 19Q: 3 clusters Score -1.385993e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210113 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -13860130.000000 Penalty: 1125.433838
	Iteration 20F: 3 clusters Score -1.386013e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212042 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -13860201.000000 Penalty: 1125.433838
	Iteration 21Q: 3 clusters Score -1.38602e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213562 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -13860452.000000 Penalty: 1125.433838
	Iteration 22Q: 3 clusters Score -1.386045e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214750 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -13860720.000000 Penalty: 1125.433838
	Iteration 23Q: 3 clusters Score -1.386072e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -13860951.000000 Penalty: 1125.433838
	Iteration 24Q: 3 clusters Score -1.386095e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216031 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -13861033.000000 Penalty: 1125.433838
	Iteration 25Q: 3 clusters Score -1.386103e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216260 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -13861235.000000 Penalty: 1125.433838
	Iteration 26Q: 3 clusters Score -1.386124e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216279 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -13861502.000000 Penalty: 1125.433838
	Iteration 27Q: 3 clusters Score -1.38615e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216130 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -13861755.000000 Penalty: 1125.433838
	Iteration 28Q: 3 clusters Score -1.386176e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -13861922.000000 Penalty: 1125.433838
	Iteration 29Q: 3 clusters Score -1.386192e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215484 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -13862276.000000 Penalty: 1125.433838
	Iteration 30Q: 3 clusters Score -1.386228e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214989 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -13862526.000000 Penalty: 1125.433838
	Iteration 31Q: 3 clusters Score -1.386253e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214420 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -13862761.000000 Penalty: 1125.433838
	Iteration 32Q: 3 clusters Score -1.386276e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213807 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -13862946.000000 Penalty: 1125.433838
	Iteration 33Q: 3 clusters Score -1.386295e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213157 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -13863167.000000 Penalty: 1125.433838
	Iteration 34Q: 3 clusters Score -1.386317e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212493 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -13863428.000000 Penalty: 1125.433838
	Iteration 35Q: 3 clusters Score -1.386343e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211900 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -13863558.000000 Penalty: 1125.433838
	Iteration 36Q: 3 clusters Score -1.386356e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211361 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -13863625.000000 Penalty: 1125.433838
	Iteration 37Q: 3 clusters Score -1.386362e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210858 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -13863665.000000 Penalty: 1125.433838
	Iteration 38Q: 3 clusters Score -1.386366e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210384 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -13863765.000000 Penalty: 1125.433838
	Iteration 39Q: 3 clusters Score -1.386376e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209933 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -13864461.000000 Penalty: 1125.433838
	Iteration 40F: 3 clusters Score -1.386446e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208785 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -13864847.000000 Penalty: 1125.433838
	Iteration 41Q: 3 clusters Score -1.386485e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207627 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -13864774.000000 Penalty: 1125.433838
	Iteration 42Q: 3 clusters Score -1.386477e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206323 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -13864695.000000 Penalty: 1125.433838
	Iteration 43Q: 3 clusters Score -1.38647e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204944 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -13864595.000000 Penalty: 1125.433838
	Iteration 44Q: 3 clusters Score -1.38646e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -13864289.000000 Penalty: 1125.433838
	Iteration 45Q: 3 clusters Score -1.386429e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202081 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -13863981.000000 Penalty: 1125.433838
	Iteration 46Q: 3 clusters Score -1.386398e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -13863680.000000 Penalty: 1125.433838
	Iteration 47Q: 3 clusters Score -1.386368e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198760 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -13863108.000000 Penalty: 1125.433838
	Iteration 48Q: 3 clusters Score -1.386311e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -13862721.000000 Penalty: 1125.433838
	Iteration 49Q: 3 clusters Score -1.386272e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194796 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -13862141.000000 Penalty: 1125.433838
	Iteration 50Q: 3 clusters Score -1.386214e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192662 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -13861521.000000 Penalty: 1125.433838
	Iteration 51Q: 3 clusters Score -1.386152e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190390 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -13861080.000000 Penalty: 1125.433838
	Iteration 52Q: 3 clusters Score -1.386108e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187958 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -13860197.000000 Penalty: 1125.433838
	Iteration 53Q: 3 clusters Score -1.38602e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -13859447.000000 Penalty: 1125.433838
	Iteration 54Q: 3 clusters Score -1.385945e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182754 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -13858337.000000 Penalty: 1125.433838
	Iteration 55Q: 3 clusters Score -1.385834e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179898 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -13857772.000000 Penalty: 1125.433838
	Iteration 56Q: 3 clusters Score -1.385777e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177046 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -13857255.000000 Penalty: 1125.433838
	Iteration 57Q: 3 clusters Score -1.385726e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -13856605.000000 Penalty: 1125.433838
	Iteration 58Q: 3 clusters Score -1.38566e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -13856669.000000 Penalty: 1125.433838
	Iteration 59Q: 3 clusters Score -1.385667e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167852 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -13857140.000000 Penalty: 1125.433838
	Iteration 60F: 3 clusters Score -1.385714e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -13857724.000000 Penalty: 1125.433838
	Iteration 61Q: 3 clusters Score -1.385772e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -13858378.000000 Penalty: 1125.433838
	Iteration 62Q: 3 clusters Score -1.385838e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -13859045.000000 Penalty: 1125.433838
	Iteration 63Q: 3 clusters Score -1.385904e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -13860047.000000 Penalty: 1125.433838
	Iteration 64Q: 3 clusters Score -1.386005e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149789 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -13860915.000000 Penalty: 1125.433838
	Iteration 65Q: 3 clusters Score -1.386092e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -13862034.000000 Penalty: 1125.433838
	Iteration 66Q: 3 clusters Score -1.386203e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -13863392.000000 Penalty: 1125.433838
	Iteration 67Q: 3 clusters Score -1.386339e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -13864830.000000 Penalty: 1125.433838
	Iteration 68Q: 3 clusters Score -1.386483e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -13866489.000000 Penalty: 1125.433838
	Iteration 69Q: 3 clusters Score -1.386649e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -13867821.000000 Penalty: 1125.433838
	Iteration 70Q: 3 clusters Score -1.386782e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -13868840.000000 Penalty: 1125.433838
	Iteration 71Q: 3 clusters Score -1.386884e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -13869702.000000 Penalty: 1125.433838
	Iteration 72Q: 3 clusters Score -1.38697e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -13870210.000000 Penalty: 1125.433838
	Iteration 73Q: 3 clusters Score -1.387021e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126322 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -13870641.000000 Penalty: 1125.433838
	Iteration 74Q: 3 clusters Score -1.387064e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -13870845.000000 Penalty: 1125.433838
	Iteration 75Q: 3 clusters Score -1.387084e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 109724 members 
Entering Unmasked Estep 
Score: -13870976.000000 Penalty: 1125.433838
	Iteration 76Q: 3 clusters Score -1.387098e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -13871058.000000 Penalty: 1125.433838
	Iteration 77Q: 3 clusters Score -1.387106e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -13871080.000000 Penalty: 1125.433838
	Iteration 78Q: 3 clusters Score -1.387108e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124850 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -13871072.000000 Penalty: 1125.433838
	Iteration 79Q: 3 clusters Score -1.387107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -13871841.000000 Penalty: 1125.433838
	Iteration 80F: 3 clusters Score -1.387184e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -13872368.000000 Penalty: 1125.433838
	Iteration 81Q: 3 clusters Score -1.387237e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -13872899.000000 Penalty: 1125.433838
	Iteration 82Q: 3 clusters Score -1.38729e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -13873296.000000 Penalty: 1125.433838
	Iteration 83Q: 3 clusters Score -1.38733e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -13873611.000000 Penalty: 1125.433838
	Iteration 84Q: 3 clusters Score -1.387361e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122085 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -13873868.000000 Penalty: 1125.433838
	Iteration 85Q: 3 clusters Score -1.387387e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -13874039.000000 Penalty: 1125.433838
	Iteration 86Q: 3 clusters Score -1.387404e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -13874187.000000 Penalty: 1125.433838
	Iteration 87Q: 3 clusters Score -1.387419e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121422 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -13874254.000000 Penalty: 1125.433838
	Iteration 88Q: 3 clusters Score -1.387425e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -13874275.000000 Penalty: 1125.433838
	Iteration 89Q: 3 clusters Score -1.387428e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -13874405.000000 Penalty: 1125.433838
	Iteration 90Q: 3 clusters Score -1.38744e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -13874441.000000 Penalty: 1125.433838
	Iteration 91Q: 3 clusters Score -1.387444e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -13874466.000000 Penalty: 1125.433838
	Iteration 92Q: 3 clusters Score -1.387447e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -13874455.000000 Penalty: 1125.433838
	Iteration 93Q: 3 clusters Score -1.387446e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -13874493.000000 Penalty: 1125.433838
	Iteration 94Q: 3 clusters Score -1.387449e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -13874516.000000 Penalty: 1125.433838
	Iteration 95Q: 3 clusters Score -1.387452e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -13874573.000000 Penalty: 1125.433838
	Iteration 96Q: 3 clusters Score -1.387457e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -13874629.000000 Penalty: 1125.433838
	Iteration 97Q: 3 clusters Score -1.387463e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -13874632.000000 Penalty: 1125.433838
	Iteration 98Q: 3 clusters Score -1.387463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13874649.000000 Penalty: 1125.433838
	Iteration 99Q: 3 clusters Score -1.387465e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13874685.000000 Penalty: 1125.433838
	Iteration 100F: 3 clusters Score -1.387468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 114181 members 
Entering Unmasked Estep 
Score: -13874672.000000 Penalty: 1125.433838
	Iteration 101Q: 3 clusters Score -1.387467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13874660.000000 Penalty: 1125.433838
	Iteration 102Q: 3 clusters Score -1.387466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120833 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -13874662.000000 Penalty: 1125.433838
	Iteration 103Q: 3 clusters Score -1.387466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -13874663.000000 Penalty: 1125.433838
	Iteration 104Q: 3 clusters Score -1.387466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 114181 members 
Entering Unmasked Estep 
Score: -13874669.000000 Penalty: 1125.433838
	Iteration 105Q: 3 clusters Score -1.387467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -13874673.000000 Penalty: 1125.433838
	Iteration 106Q: 3 clusters Score -1.387467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -13874683.000000 Penalty: 1125.433838
	Iteration 107Q: 3 clusters Score -1.387468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -13874684.000000 Penalty: 1125.433838
	Iteration 108Q: 3 clusters Score -1.387468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -13874671.000000 Penalty: 1125.433838
	Iteration 109Q: 3 clusters Score -1.387467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -13874678.000000 Penalty: 1125.433838
	Iteration 110Q: 3 clusters Score -1.387468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -13874685.000000 Penalty: 1125.433838
	Iteration 111Q: 3 clusters Score -1.387468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -13874688.000000 Penalty: 1125.433838
	Iteration 112Q: 3 clusters Score -1.387469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 114183 members 
Entering Unmasked Estep 
Score: -13874699.000000 Penalty: 1125.433838
	Iteration 113Q: 3 clusters Score -1.38747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -13874699.000000 Penalty: 1125.433838
	Iteration 114Q: 3 clusters Score -1.38747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -13874699.000000 Penalty: 1125.433838
	Iteration 115Q: 3 clusters Score -1.38747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -13874689.000000 Penalty: 1125.433838
	Iteration 116Q: 3 clusters Score -1.387469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -13874694.000000 Penalty: 1125.433838
	Iteration 117Q: 3 clusters Score -1.387469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -13874698.000000 Penalty: 1125.433838
	Iteration 118Q: 3 clusters Score -1.38747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -13874695.000000 Penalty: 1125.433838
	Iteration 119Q: 3 clusters Score -1.38747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -13874699.000000 Penalty: 1125.433838
	Iteration 120F: 3 clusters Score -1.38747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -13874697.000000 Penalty: 1125.433838
	Iteration 121Q: 3 clusters Score -1.38747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -13874692.000000 Penalty: 1125.433838
	Iteration 122Q: 3 clusters Score -1.387469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -13874692.000000 Penalty: 1125.433838
	Iteration 123Q: 3 clusters Score -1.387469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 114175 members 
Entering Unmasked Estep 
Score: -13874697.000000 Penalty: 1125.433838
	Iteration 124Q: 3 clusters Score -1.38747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -13874699.000000 Penalty: 1125.433838
	Iteration 125Q: 3 clusters Score -1.38747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -13874693.000000 Penalty: 1125.433838
	Iteration 126Q: 3 clusters Score -1.387469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -13874693.000000 Penalty: 1125.433838
	Iteration 127F: 3 clusters Score -1.387469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 120836 members 
Mstep: Class 17 contains 161848 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 114179 members 
Entering Unmasked Estep 
Score: -58034600.000000 Penalty: 15104.583984
Splitting cluster 16 changes total score from -57994108.000000 to -58034600.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (161848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Entering Unmasked Estep 
Score: -9627879.000000 Penalty: 545.745789
	Iteration 0F: 2 clusters Score -9627879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -9523863.000000 Penalty: 1091.491577
	Iteration 0F: 3 clusters Score -9523863 nChanged 79467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -9573843.000000 Penalty: 1091.491577
	Iteration 1F: 3 clusters Score -9573843 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -9577605.000000 Penalty: 1091.491577
	Iteration 2Q: 3 clusters Score -9577605 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -9583799.000000 Penalty: 1091.491577
	Iteration 3F: 3 clusters Score -9583799 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -9593455.000000 Penalty: 1091.491577
	Iteration 4F: 3 clusters Score -9593455 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -9605679.000000 Penalty: 1091.491577
	Iteration 5F: 3 clusters Score -9605679 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -9615139.000000 Penalty: 1091.491577
	Iteration 6F: 3 clusters Score -9615139 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -9619615.000000 Penalty: 1091.491577
	Iteration 7F: 3 clusters Score -9619615 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -9621478.000000 Penalty: 1091.491577
	Iteration 8Q: 3 clusters Score -9621478 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -9622297.000000 Penalty: 1091.491577
	Iteration 9Q: 3 clusters Score -9622297 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -9622843.000000 Penalty: 1091.491577
	Iteration 10Q: 3 clusters Score -9622843 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -9623439.000000 Penalty: 1091.491577
	Iteration 11Q: 3 clusters Score -9623439 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -9623904.000000 Penalty: 1091.491577
	Iteration 12Q: 3 clusters Score -9623904 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -9624426.000000 Penalty: 1091.491577
	Iteration 13Q: 3 clusters Score -9624426 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -9625104.000000 Penalty: 1091.491577
	Iteration 14Q: 3 clusters Score -9625104 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 118034 members 
Entering Unmasked Estep 
Score: -9625606.000000 Penalty: 1091.491577
	Iteration 15Q: 3 clusters Score -9625606 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -9626328.000000 Penalty: 1091.491577
	Iteration 16Q: 3 clusters Score -9626328 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -9626952.000000 Penalty: 1091.491577
	Iteration 17Q: 3 clusters Score -9626952 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -9627694.000000 Penalty: 1091.491577
	Iteration 18Q: 3 clusters Score -9627694 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -9628367.000000 Penalty: 1091.491577
	Iteration 19Q: 3 clusters Score -9628367 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -9628920.000000 Penalty: 1091.491577
	Iteration 20F: 3 clusters Score -9628920 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 130658 members 
Entering Unmasked Estep 
Score: -9629382.000000 Penalty: 1091.491577
	Iteration 21Q: 3 clusters Score -9629382 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -9629849.000000 Penalty: 1091.491577
	Iteration 22Q: 3 clusters Score -9629849 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -9630083.000000 Penalty: 1091.491577
	Iteration 23Q: 3 clusters Score -9630083 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -9630418.000000 Penalty: 1091.491577
	Iteration 24Q: 3 clusters Score -9630418 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 138017 members 
Entering Unmasked Estep 
Score: -9630542.000000 Penalty: 1091.491577
	Iteration 25Q: 3 clusters Score -9630542 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -9630694.000000 Penalty: 1091.491577
	Iteration 26Q: 3 clusters Score -9630694 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 141456 members 
Entering Unmasked Estep 
Score: -9630749.000000 Penalty: 1091.491577
	Iteration 27Q: 3 clusters Score -9630749 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 143087 members 
Entering Unmasked Estep 
Score: -9630718.000000 Penalty: 1091.491577
	Iteration 28Q: 3 clusters Score -9630718 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -9630671.000000 Penalty: 1091.491577
	Iteration 29Q: 3 clusters Score -9630671 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 146120 members 
Entering Unmasked Estep 
Score: -9630672.000000 Penalty: 1091.491577
	Iteration 30Q: 3 clusters Score -9630672 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 147545 members 
Entering Unmasked Estep 
Score: -9630657.000000 Penalty: 1091.491577
	Iteration 31Q: 3 clusters Score -9630657 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -9630586.000000 Penalty: 1091.491577
	Iteration 32Q: 3 clusters Score -9630586 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 150148 members 
Entering Unmasked Estep 
Score: -9630553.000000 Penalty: 1091.491577
	Iteration 33Q: 3 clusters Score -9630553 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -9630446.000000 Penalty: 1091.491577
	Iteration 34Q: 3 clusters Score -9630446 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -9630378.000000 Penalty: 1091.491577
	Iteration 35Q: 3 clusters Score -9630378 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -9630307.000000 Penalty: 1091.491577
	Iteration 36Q: 3 clusters Score -9630307 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -9630367.000000 Penalty: 1091.491577
	Iteration 37Q: 3 clusters Score -9630367 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -9630407.000000 Penalty: 1091.491577
	Iteration 38Q: 3 clusters Score -9630407 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -9630368.000000 Penalty: 1091.491577
	Iteration 39Q: 3 clusters Score -9630368 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -9630335.000000 Penalty: 1091.491577
	Iteration 40F: 3 clusters Score -9630335 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 156374 members 
Entering Unmasked Estep 
Score: -9630310.000000 Penalty: 1091.491577
	Iteration 41Q: 3 clusters Score -9630310 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -9630251.000000 Penalty: 1091.491577
	Iteration 42Q: 3 clusters Score -9630251 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 157140 members 
Entering Unmasked Estep 
Score: -9630139.000000 Penalty: 1091.491577
	Iteration 43Q: 3 clusters Score -9630139 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -9630058.000000 Penalty: 1091.491577
	Iteration 44Q: 3 clusters Score -9630058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -9630001.000000 Penalty: 1091.491577
	Iteration 45Q: 3 clusters Score -9630001 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -9630007.000000 Penalty: 1091.491577
	Iteration 46Q: 3 clusters Score -9630007 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 158258 members 
Entering Unmasked Estep 
Score: -9629979.000000 Penalty: 1091.491577
	Iteration 47Q: 3 clusters Score -9629979 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -9629922.000000 Penalty: 1091.491577
	Iteration 48Q: 3 clusters Score -9629922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -9629914.000000 Penalty: 1091.491577
	Iteration 49Q: 3 clusters Score -9629914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -9629920.000000 Penalty: 1091.491577
	Iteration 50Q: 3 clusters Score -9629920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -9629871.000000 Penalty: 1091.491577
	Iteration 51Q: 3 clusters Score -9629871 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -9629881.000000 Penalty: 1091.491577
	Iteration 52Q: 3 clusters Score -9629881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -9629848.000000 Penalty: 1091.491577
	Iteration 53Q: 3 clusters Score -9629848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -9629827.000000 Penalty: 1091.491577
	Iteration 54Q: 3 clusters Score -9629827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -9629820.000000 Penalty: 1091.491577
	Iteration 55Q: 3 clusters Score -9629820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -9629822.000000 Penalty: 1091.491577
	Iteration 56Q: 3 clusters Score -9629822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -9629786.000000 Penalty: 1091.491577
	Iteration 57Q: 3 clusters Score -9629786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -9629790.000000 Penalty: 1091.491577
	Iteration 58Q: 3 clusters Score -9629790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -9629771.000000 Penalty: 1091.491577
	Iteration 59Q: 3 clusters Score -9629771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 159533 members 
Entering Unmasked Estep 
Score: -9629764.000000 Penalty: 1091.491577
	Iteration 60F: 3 clusters Score -9629764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -9629762.000000 Penalty: 1091.491577
	Iteration 61Q: 3 clusters Score -9629762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -9629750.000000 Penalty: 1091.491577
	Iteration 62Q: 3 clusters Score -9629750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 159603 members 
Entering Unmasked Estep 
Score: -9629759.000000 Penalty: 1091.491577
	Iteration 63Q: 3 clusters Score -9629759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -9629748.000000 Penalty: 1091.491577
	Iteration 64Q: 3 clusters Score -9629748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -9629742.000000 Penalty: 1091.491577
	Iteration 65Q: 3 clusters Score -9629742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -9629732.000000 Penalty: 1091.491577
	Iteration 66Q: 3 clusters Score -9629732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 159659 members 
Entering Unmasked Estep 
Score: -9629722.000000 Penalty: 1091.491577
	Iteration 67Q: 3 clusters Score -9629722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 159670 members 
Entering Unmasked Estep 
Score: -9629716.000000 Penalty: 1091.491577
	Iteration 68Q: 3 clusters Score -9629716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -9629707.000000 Penalty: 1091.491577
	Iteration 69Q: 3 clusters Score -9629707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 159695 members 
Entering Unmasked Estep 
Score: -9629714.000000 Penalty: 1091.491577
	Iteration 70Q: 3 clusters Score -9629714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -9629692.000000 Penalty: 1091.491577
	Iteration 71Q: 3 clusters Score -9629692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -9629691.000000 Penalty: 1091.491577
	Iteration 72Q: 3 clusters Score -9629691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 159721 members 
Entering Unmasked Estep 
Score: -9629676.000000 Penalty: 1091.491577
	Iteration 73Q: 3 clusters Score -9629676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 159729 members 
Entering Unmasked Estep 
Score: -9629678.000000 Penalty: 1091.491577
	Iteration 74Q: 3 clusters Score -9629678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -9629671.000000 Penalty: 1091.491577
	Iteration 75Q: 3 clusters Score -9629671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 159738 members 
Entering Unmasked Estep 
Score: -9629670.000000 Penalty: 1091.491577
	Iteration 76Q: 3 clusters Score -9629670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -9629669.000000 Penalty: 1091.491577
	Iteration 77Q: 3 clusters Score -9629669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -9629670.000000 Penalty: 1091.491577
	Iteration 78Q: 3 clusters Score -9629670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -9629670.000000 Penalty: 1091.491577
	Iteration 79F: 3 clusters Score -9629670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 120836 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 114179 members 
Mstep: Class 25 contains 159740 members 
Entering Unmasked Estep 
Score: -58036164.000000 Penalty: 15733.942383
Splitting cluster 17 changes total score from -57994108.000000 to -58036164.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -651855.750000 Penalty: 421.944397
	Iteration 0F: 2 clusters Score -651855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -644688.125000 Penalty: 843.888794
	Iteration 0F: 3 clusters Score -644688.1 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -647491.500000 Penalty: 843.888794
	Iteration 1F: 3 clusters Score -647491.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -647632.375000 Penalty: 843.888794
	Iteration 2Q: 3 clusters Score -647632.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -647785.500000 Penalty: 843.888794
	Iteration 3Q: 3 clusters Score -647785.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -647985.937500 Penalty: 843.888794
	Iteration 4Q: 3 clusters Score -647985.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -648292.562500 Penalty: 843.888794
	Iteration 5Q: 3 clusters Score -648292.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -648719.187500 Penalty: 843.888794
	Iteration 6F: 3 clusters Score -648719.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -649229.812500 Penalty: 843.888794
	Iteration 7F: 3 clusters Score -649229.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -649778.000000 Penalty: 843.888794
	Iteration 8F: 3 clusters Score -649778 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -650208.500000 Penalty: 843.888794
	Iteration 9Q: 3 clusters Score -650208.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -650506.250000 Penalty: 843.888794
	Iteration 10Q: 3 clusters Score -650506.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -650661.812500 Penalty: 843.888794
	Iteration 11Q: 3 clusters Score -650661.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -650762.625000 Penalty: 843.888794
	Iteration 12Q: 3 clusters Score -650762.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -650842.562500 Penalty: 843.888794
	Iteration 13Q: 3 clusters Score -650842.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -650900.312500 Penalty: 843.888794
	Iteration 14Q: 3 clusters Score -650900.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -650935.812500 Penalty: 843.888794
	Iteration 15Q: 3 clusters Score -650935.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -650963.937500 Penalty: 843.888794
	Iteration 16Q: 3 clusters Score -650963.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -650996.687500 Penalty: 843.888794
	Iteration 17Q: 3 clusters Score -650996.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -651028.375000 Penalty: 843.888794
	Iteration 18Q: 3 clusters Score -651028.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -651066.750000 Penalty: 843.888794
	Iteration 19Q: 3 clusters Score -651066.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -651104.687500 Penalty: 843.888794
	Iteration 20F: 3 clusters Score -651104.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -651136.312500 Penalty: 843.888794
	Iteration 21Q: 3 clusters Score -651136.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -651172.937500 Penalty: 843.888794
	Iteration 22Q: 3 clusters Score -651172.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -651204.062500 Penalty: 843.888794
	Iteration 23Q: 3 clusters Score -651204.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -651229.125000 Penalty: 843.888794
	Iteration 24Q: 3 clusters Score -651229.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -651249.562500 Penalty: 843.888794
	Iteration 25Q: 3 clusters Score -651249.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -651267.562500 Penalty: 843.888794
	Iteration 26Q: 3 clusters Score -651267.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -651291.187500 Penalty: 843.888794
	Iteration 27Q: 3 clusters Score -651291.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -651313.250000 Penalty: 843.888794
	Iteration 28Q: 3 clusters Score -651313.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -651339.625000 Penalty: 843.888794
	Iteration 29Q: 3 clusters Score -651339.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -651365.375000 Penalty: 843.888794
	Iteration 30Q: 3 clusters Score -651365.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -651401.875000 Penalty: 843.888794
	Iteration 31Q: 3 clusters Score -651401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -651422.375000 Penalty: 843.888794
	Iteration 32Q: 3 clusters Score -651422.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -651440.000000 Penalty: 843.888794
	Iteration 33Q: 3 clusters Score -651440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -651448.687500 Penalty: 843.888794
	Iteration 34Q: 3 clusters Score -651448.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -651456.625000 Penalty: 843.888794
	Iteration 35Q: 3 clusters Score -651456.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -651465.250000 Penalty: 843.888794
	Iteration 36Q: 3 clusters Score -651465.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -651471.000000 Penalty: 843.888794
	Iteration 37Q: 3 clusters Score -651471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -651474.437500 Penalty: 843.888794
	Iteration 38Q: 3 clusters Score -651474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -651476.187500 Penalty: 843.888794
	Iteration 39Q: 3 clusters Score -651476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -651477.937500 Penalty: 843.888794
	Iteration 40F: 3 clusters Score -651477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -651480.750000 Penalty: 843.888794
	Iteration 41Q: 3 clusters Score -651480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -651482.250000 Penalty: 843.888794
	Iteration 42Q: 3 clusters Score -651482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -651484.562500 Penalty: 843.888794
	Iteration 43Q: 3 clusters Score -651484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -651485.000000 Penalty: 843.888794
	Iteration 44Q: 3 clusters Score -651485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -651485.937500 Penalty: 843.888794
	Iteration 45Q: 3 clusters Score -651485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -651487.062500 Penalty: 843.888794
	Iteration 46Q: 3 clusters Score -651487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -651487.312500 Penalty: 843.888794
	Iteration 47Q: 3 clusters Score -651487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -651487.187500 Penalty: 843.888794
	Iteration 48Q: 3 clusters Score -651487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -651487.187500 Penalty: 843.888794
	Iteration 49F: 3 clusters Score -651487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -254031.718750 Penalty: 383.070831
	Iteration 0F: 2 clusters Score -254031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -251074.125000 Penalty: 766.141663
	Iteration 0F: 3 clusters Score -251074.1 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -252873.312500 Penalty: 766.141663
	Iteration 1F: 3 clusters Score -252873.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -253939.609375 Penalty: 766.141663
	Iteration 2F: 3 clusters Score -253939.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -254781.468750 Penalty: 766.141663
	Iteration 3F: 3 clusters Score -254781.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -255180.781250 Penalty: 766.141663
	Iteration 4F: 3 clusters Score -255180.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -255293.546875 Penalty: 766.141663
	Iteration 5Q: 3 clusters Score -255293.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -255341.468750 Penalty: 766.141663
	Iteration 6Q: 3 clusters Score -255341.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -255409.234375 Penalty: 766.141663
	Iteration 7Q: 3 clusters Score -255409.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -255498.062500 Penalty: 766.141663
	Iteration 8Q: 3 clusters Score -255498.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -255602.515625 Penalty: 766.141663
	Iteration 9Q: 3 clusters Score -255602.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -255788.750000 Penalty: 766.141663
	Iteration 10Q: 3 clusters Score -255788.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -256144.718750 Penalty: 766.141663
	Iteration 11Q: 3 clusters Score -256144.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -256549.312500 Penalty: 766.141663
	Iteration 12Q: 3 clusters Score -256549.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -256759.375000 Penalty: 766.141663
	Iteration 13Q: 3 clusters Score -256759.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -256849.500000 Penalty: 766.141663
	Iteration 14Q: 3 clusters Score -256849.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -256899.984375 Penalty: 766.141663
	Iteration 15Q: 3 clusters Score -256900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -256947.046875 Penalty: 766.141663
	Iteration 16Q: 3 clusters Score -256947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -257035.875000 Penalty: 766.141663
	Iteration 17Q: 3 clusters Score -257035.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -257146.062500 Penalty: 766.141663
	Iteration 18Q: 3 clusters Score -257146.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -257279.796875 Penalty: 766.141663
	Iteration 19Q: 3 clusters Score -257279.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -257427.093750 Penalty: 766.141663
	Iteration 20F: 3 clusters Score -257427.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -257532.187500 Penalty: 766.141663
	Iteration 21Q: 3 clusters Score -257532.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -257607.125000 Penalty: 766.141663
	Iteration 22Q: 3 clusters Score -257607.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -257658.062500 Penalty: 766.141663
	Iteration 23Q: 3 clusters Score -257658.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -257692.953125 Penalty: 766.141663
	Iteration 24Q: 3 clusters Score -257693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -257718.531250 Penalty: 766.141663
	Iteration 25Q: 3 clusters Score -257718.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -257739.406250 Penalty: 766.141663
	Iteration 26Q: 3 clusters Score -257739.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -257755.953125 Penalty: 766.141663
	Iteration 27Q: 3 clusters Score -257756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -257766.671875 Penalty: 766.141663
	Iteration 28Q: 3 clusters Score -257766.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -257771.718750 Penalty: 766.141663
	Iteration 29Q: 3 clusters Score -257771.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -257777.625000 Penalty: 766.141663
	Iteration 30Q: 3 clusters Score -257777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -257783.484375 Penalty: 766.141663
	Iteration 31Q: 3 clusters Score -257783.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -257788.250000 Penalty: 766.141663
	Iteration 32Q: 3 clusters Score -257788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -257793.390625 Penalty: 766.141663
	Iteration 33Q: 3 clusters Score -257793.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -257800.281250 Penalty: 766.141663
	Iteration 34Q: 3 clusters Score -257800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -257808.234375 Penalty: 766.141663
	Iteration 35Q: 3 clusters Score -257808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -257812.812500 Penalty: 766.141663
	Iteration 36Q: 3 clusters Score -257812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -257822.453125 Penalty: 766.141663
	Iteration 37Q: 3 clusters Score -257822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -257835.671875 Penalty: 766.141663
	Iteration 38Q: 3 clusters Score -257835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -257846.296875 Penalty: 766.141663
	Iteration 39Q: 3 clusters Score -257846.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -257851.687500 Penalty: 766.141663
	Iteration 40F: 3 clusters Score -257851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -257856.968750 Penalty: 766.141663
	Iteration 41Q: 3 clusters Score -257857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -257863.875000 Penalty: 766.141663
	Iteration 42Q: 3 clusters Score -257863.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -257871.140625 Penalty: 766.141663
	Iteration 43Q: 3 clusters Score -257871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -257874.484375 Penalty: 766.141663
	Iteration 44Q: 3 clusters Score -257874.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -257880.656250 Penalty: 766.141663
	Iteration 45Q: 3 clusters Score -257880.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -257885.359375 Penalty: 766.141663
	Iteration 46Q: 3 clusters Score -257885.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -257888.406250 Penalty: 766.141663
	Iteration 47Q: 3 clusters Score -257888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -257892.750000 Penalty: 766.141663
	Iteration 48Q: 3 clusters Score -257892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -257892.734375 Penalty: 766.141663
	Iteration 49Q: 3 clusters Score -257892.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -257895.609375 Penalty: 766.141663
	Iteration 50Q: 3 clusters Score -257895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -257895.937500 Penalty: 766.141663
	Iteration 51Q: 3 clusters Score -257895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -257895.187500 Penalty: 766.141663
	Iteration 52Q: 3 clusters Score -257895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -257895.250000 Penalty: 766.141663
	Iteration 53Q: 3 clusters Score -257895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -257895.250000 Penalty: 766.141663
	Iteration 54F: 3 clusters Score -257895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 120836 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 114179 members 
Mstep: Class 25 contains 159740 members 
Mstep: Class 26 contains 2011 members 
Entering Unmasked Estep 
Score: -58040020.000000 Penalty: 16363.299805
Splitting cluster 19 changes total score from -57994108.000000 to -58040020.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -262065.156250 Penalty: 392.542236
	Iteration 0F: 2 clusters Score -262065.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -258461.406250 Penalty: 785.084473
	Iteration 0F: 3 clusters Score -258461.4 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -264523.156250 Penalty: 785.084473
	Iteration 1F: 3 clusters Score -264523.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -269153.531250 Penalty: 785.084473
	Iteration 2F: 3 clusters Score -269153.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -270374.218750 Penalty: 785.084473
	Iteration 3F: 3 clusters Score -270374.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -270923.656250 Penalty: 785.084473
	Iteration 4Q: 3 clusters Score -270923.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -271747.468750 Penalty: 785.084473
	Iteration 5Q: 3 clusters Score -271747.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -272820.906250 Penalty: 785.084473
	Iteration 6Q: 3 clusters Score -272820.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -273728.343750 Penalty: 785.084473
	Iteration 7Q: 3 clusters Score -273728.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -274395.062500 Penalty: 785.084473
	Iteration 8Q: 3 clusters Score -274395.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -274931.125000 Penalty: 785.084473
	Iteration 9Q: 3 clusters Score -274931.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -275617.531250 Penalty: 785.084473
	Iteration 10Q: 3 clusters Score -275617.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -276936.343750 Penalty: 785.084473
	Iteration 11Q: 3 clusters Score -276936.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -278415.250000 Penalty: 785.084473
	Iteration 12Q: 3 clusters Score -278415.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -278475.218750 Penalty: 785.084473
	Iteration 13Q: 3 clusters Score -278475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -278469.500000 Penalty: 785.084473
	Iteration 14Q: 3 clusters Score -278469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -278523.437500 Penalty: 785.084473
	Iteration 15Q: 3 clusters Score -278523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -278522.093750 Penalty: 785.084473
	Iteration 16Q: 3 clusters Score -278522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -278530.937500 Penalty: 785.084473
	Iteration 17Q: 3 clusters Score -278530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -278534.312500 Penalty: 785.084473
	Iteration 18Q: 3 clusters Score -278534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -278522.500000 Penalty: 785.084473
	Iteration 19Q: 3 clusters Score -278522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -278672.156250 Penalty: 785.084473
	Iteration 20F: 3 clusters Score -278672.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -279080.718750 Penalty: 785.084473
	Iteration 21Q: 3 clusters Score -279080.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -279418.437500 Penalty: 785.084473
	Iteration 22Q: 3 clusters Score -279418.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -279653.406250 Penalty: 785.084473
	Iteration 23Q: 3 clusters Score -279653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -279881.531250 Penalty: 785.084473
	Iteration 24Q: 3 clusters Score -279881.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -280003.125000 Penalty: 785.084473
	Iteration 25Q: 3 clusters Score -280003.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -280178.250000 Penalty: 785.084473
	Iteration 26Q: 3 clusters Score -280178.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -281010.093750 Penalty: 785.084473
	Iteration 27Q: 3 clusters Score -281010.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -282448.656250 Penalty: 785.084473
	Iteration 28Q: 3 clusters Score -282448.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282848.281250 Penalty: 785.084473
	Iteration 29Q: 3 clusters Score -282848.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -283065.218750 Penalty: 785.084473
	Iteration 30Q: 3 clusters Score -283065.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -283176.968750 Penalty: 785.084473
	Iteration 31Q: 3 clusters Score -283177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -283164.718750 Penalty: 785.084473
	Iteration 32Q: 3 clusters Score -283164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -283184.781250 Penalty: 785.084473
	Iteration 33Q: 3 clusters Score -283184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -283163.093750 Penalty: 785.084473
	Iteration 34Q: 3 clusters Score -283163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -283155.406250 Penalty: 785.084473
	Iteration 35Q: 3 clusters Score -283155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -283091.125000 Penalty: 785.084473
	Iteration 36Q: 3 clusters Score -283091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -283182.718750 Penalty: 785.084473
	Iteration 37Q: 3 clusters Score -283182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -283182.718750 Penalty: 785.084473
	Iteration 38F: 3 clusters Score -283182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 8 contains 170415 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 120836 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 114179 members 
Mstep: Class 25 contains 159740 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 2777 members 
Entering Unmasked Estep 
Score: -58061068.000000 Penalty: 16992.658203
Splitting cluster 20 changes total score from -57994108.000000 to -58061068.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 150839 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 120836 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58076132.000000 Penalty: 16992.658203
Iteration 39Q: 28 clusters Score -5.807613e+07 nChanged 29735
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 106081 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 29029 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 150895 members 
Mstep: Class 8 contains 169194 members 
Mstep: Class 9 contains 14489 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 26449 members 
Mstep: Class 13 contains 66101 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 125870 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 9106 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 3355 members 
Mstep: Class 24 contains 115264 members 
Mstep: Class 25 contains 150526 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58092060.000000 Penalty: 16992.658203
Iteration 40F: 28 clusters Score -5.809206e+07 nChanged 29836
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 106629 members 
Mstep: Class 3 contains 4122 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 28113 members 
Mstep: Class 6 contains 5183 members 
Mstep: Class 7 contains 149179 members 
Mstep: Class 8 contains 168906 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 25577 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 125501 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 7487 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 122676 members 
Mstep: Class 25 contains 145952 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58101952.000000 Penalty: 16992.658203
Iteration 41Q: 28 clusters Score -5.810195e+07 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 107328 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 5 contains 27607 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 147986 members 
Mstep: Class 8 contains 168414 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 24979 members 
Mstep: Class 13 contains 68707 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 15 contains 5297 members 
Mstep: Class 16 contains 124371 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 5914 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 2814 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 128412 members 
Mstep: Class 25 contains 143005 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58108836.000000 Penalty: 16992.658203
Iteration 42Q: 28 clusters Score -5.810884e+07 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 108128 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 27476 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 147274 members 
Mstep: Class 8 contains 167764 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 12 contains 24570 members 
Mstep: Class 13 contains 69964 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 123054 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 132410 members 
Mstep: Class 25 contains 141133 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58113512.000000 Penalty: 16992.658203
Iteration 43Q: 28 clusters Score -5.811351e+07 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 109073 members 
Mstep: Class 3 contains 4274 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 27678 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 146695 members 
Mstep: Class 8 contains 166982 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 24304 members 
Mstep: Class 13 contains 71081 members 
Mstep: Class 14 contains 7292 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 121741 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2993 members 
Mstep: Class 22 contains 1289 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 134991 members 
Mstep: Class 25 contains 140228 members 
Mstep: Class 26 contains 1994 members 
Mstep: Class 27 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58116848.000000 Penalty: 16992.658203
Iteration 44Q: 28 clusters Score -5.811685e+07 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 110317 members 
Mstep: Class 3 contains 4212 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 28024 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 146286 members 
Mstep: Class 8 contains 165874 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 24149 members 
Mstep: Class 13 contains 72000 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 16 contains 120477 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2973 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 6822 members 
Mstep: Class 24 contains 136630 members 
Mstep: Class 25 contains 139892 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58119252.000000 Penalty: 16992.658203
Iteration 45Q: 28 clusters Score -5.811925e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111926 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 28473 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 145899 members 
Mstep: Class 8 contains 164385 members 
Mstep: Class 9 contains 14488 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 24113 members 
Mstep: Class 13 contains 72661 members 
Mstep: Class 14 contains 6681 members 
Mstep: Class 15 contains 6104 members 
Mstep: Class 16 contains 119500 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 7204 members 
Mstep: Class 24 contains 137546 members 
Mstep: Class 25 contains 139824 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 379.358398 but Gain 629.358398
Score: -58122008.000000 Penalty: 16363.299805
Iteration 46Q: 27 clusters Score -5.812201e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 113940 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 4984 members 
Mstep: Class 5 contains 28996 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 145522 members 
Mstep: Class 8 contains 162421 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 24077 members 
Mstep: Class 13 contains 73585 members 
Mstep: Class 14 contains 6411 members 
Mstep: Class 15 contains 6260 members 
Mstep: Class 16 contains 118644 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 138059 members 
Mstep: Class 25 contains 140018 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124180.000000 Penalty: 16363.299805
Iteration 47Q: 27 clusters Score -5.812418e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 116439 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 29545 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 145144 members 
Mstep: Class 8 contains 159994 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 24043 members 
Mstep: Class 13 contains 73431 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 117923 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 7734 members 
Mstep: Class 24 contains 138228 members 
Mstep: Class 25 contains 140422 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124596.000000 Penalty: 16363.299805
Iteration 48Q: 27 clusters Score -5.81246e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 119416 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 30121 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 144769 members 
Mstep: Class 8 contains 156993 members 
Mstep: Class 9 contains 14396 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 23968 members 
Mstep: Class 13 contains 73295 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 117284 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 7876 members 
Mstep: Class 24 contains 138215 members 
Mstep: Class 25 contains 140981 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124688.000000 Penalty: 16363.299805
Iteration 49Q: 27 clusters Score -5.812469e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 122734 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 30635 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 144338 members 
Mstep: Class 8 contains 153551 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 23922 members 
Mstep: Class 13 contains 73207 members 
Mstep: Class 14 contains 5533 members 
Mstep: Class 15 contains 6606 members 
Mstep: Class 16 contains 116875 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 7952 members 
Mstep: Class 24 contains 138083 members 
Mstep: Class 25 contains 141536 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124872.000000 Penalty: 16363.299805
Iteration 50Q: 27 clusters Score -5.812487e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 126574 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 6063 members 
Mstep: Class 5 contains 31153 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 143882 members 
Mstep: Class 8 contains 149554 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 5696 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 73115 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 116567 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 137838 members 
Mstep: Class 25 contains 142108 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124532.000000 Penalty: 16363.299805
Iteration 51Q: 27 clusters Score -5.812453e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 130757 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 31669 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 143457 members 
Mstep: Class 8 contains 145176 members 
Mstep: Class 9 contains 14384 members 
Mstep: Class 10 contains 5724 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 12 contains 23790 members 
Mstep: Class 13 contains 73050 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 116301 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 137634 members 
Mstep: Class 25 contains 142642 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124168.000000 Penalty: 16363.299805
Iteration 52Q: 27 clusters Score -5.812417e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 135299 members 
Mstep: Class 3 contains 4139 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 32158 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 142985 members 
Mstep: Class 8 contains 140466 members 
Mstep: Class 9 contains 14383 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 23704 members 
Mstep: Class 13 contains 72989 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 116078 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 2862 members 
Mstep: Class 22 contains 1248 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 137451 members 
Mstep: Class 25 contains 143178 members 
Mstep: Class 26 contains 1953 members 
Mstep: Class 27 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124512.000000 Penalty: 16363.299805
Iteration 53Q: 27 clusters Score -5.812451e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 139865 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 32604 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 142567 members 
Mstep: Class 8 contains 135696 members 
Mstep: Class 9 contains 14387 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 12 contains 23612 members 
Mstep: Class 13 contains 72939 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 115939 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 1241 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 137262 members 
Mstep: Class 25 contains 143617 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124672.000000 Penalty: 16363.299805
Iteration 54Q: 27 clusters Score -5.812467e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 144437 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 33019 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 142209 members 
Mstep: Class 8 contains 130932 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 23548 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 115801 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 137005 members 
Mstep: Class 25 contains 144072 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124220.000000 Penalty: 16363.299805
Iteration 55Q: 27 clusters Score -5.812422e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 149101 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 141810 members 
Mstep: Class 8 contains 126096 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 23475 members 
Mstep: Class 13 contains 72862 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 115716 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 136746 members 
Mstep: Class 25 contains 144534 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124212.000000 Penalty: 16363.299805
Iteration 56Q: 27 clusters Score -5.812421e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153418 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 33786 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 141484 members 
Mstep: Class 8 contains 121564 members 
Mstep: Class 9 contains 14397 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 23400 members 
Mstep: Class 13 contains 72836 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 115594 members 
Mstep: Class 17 contains 921 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 136503 members 
Mstep: Class 25 contains 144963 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123428.000000 Penalty: 16363.299805
Iteration 57Q: 27 clusters Score -5.812343e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 157194 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 34176 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 141163 members 
Mstep: Class 8 contains 117551 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 23325 members 
Mstep: Class 13 contains 72817 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 16 contains 115484 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 2831 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 136308 members 
Mstep: Class 25 contains 145345 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123092.000000 Penalty: 16363.299805
Iteration 58Q: 27 clusters Score -5.812309e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 160101 members 
Mstep: Class 3 contains 4272 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 34512 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 140840 members 
Mstep: Class 8 contains 114525 members 
Mstep: Class 9 contains 14400 members 
Mstep: Class 10 contains 5722 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 23247 members 
Mstep: Class 13 contains 72795 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 115394 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 7921 members 
Mstep: Class 24 contains 136175 members 
Mstep: Class 25 contains 145688 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58122612.000000 Penalty: 16363.299805
Iteration 59Q: 27 clusters Score -5.812261e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 162540 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 34800 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 140523 members 
Mstep: Class 8 contains 112042 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 5725 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 23178 members 
Mstep: Class 13 contains 72769 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 115313 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 7894 members 
Mstep: Class 24 contains 136063 members 
Mstep: Class 25 contains 146021 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123088.000000 Penalty: 16363.299805
Iteration 60F: 27 clusters Score -5.812309e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 164816 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 35082 members 
Mstep: Class 6 contains 6258 members 
Mstep: Class 7 contains 140230 members 
Mstep: Class 8 contains 109771 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 5727 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 23131 members 
Mstep: Class 13 contains 72758 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 115238 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 2908 members 
Mstep: Class 22 contains 1236 members 
Mstep: Class 23 contains 7931 members 
Mstep: Class 24 contains 135904 members 
Mstep: Class 25 contains 146270 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123224.000000 Penalty: 16363.299805
Iteration 61Q: 27 clusters Score -5.812322e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 166698 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 8627 members 
Mstep: Class 5 contains 35332 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 139945 members 
Mstep: Class 8 contains 107997 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 23081 members 
Mstep: Class 13 contains 72753 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 7007 members 
Mstep: Class 16 contains 115180 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 1243 members 
Mstep: Class 23 contains 7964 members 
Mstep: Class 24 contains 135749 members 
Mstep: Class 25 contains 146527 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123332.000000 Penalty: 16363.299805
Iteration 62Q: 27 clusters Score -5.812333e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 168201 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 35558 members 
Mstep: Class 6 contains 6510 members 
Mstep: Class 7 contains 139711 members 
Mstep: Class 8 contains 106727 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 818 members 
Mstep: Class 12 contains 23021 members 
Mstep: Class 13 contains 72750 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 7011 members 
Mstep: Class 16 contains 115134 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 7986 members 
Mstep: Class 24 contains 135596 members 
Mstep: Class 25 contains 146731 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123484.000000 Penalty: 16363.299805
Iteration 63Q: 27 clusters Score -5.812348e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 169401 members 
Mstep: Class 3 contains 4273 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 5 contains 35760 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 139467 members 
Mstep: Class 8 contains 105829 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 5754 members 
Mstep: Class 11 contains 811 members 
Mstep: Class 12 contains 22948 members 
Mstep: Class 13 contains 72747 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 7012 members 
Mstep: Class 16 contains 115116 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 2896 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 135439 members 
Mstep: Class 25 contains 146898 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123580.000000 Penalty: 16363.299805
Iteration 64Q: 27 clusters Score -5.812358e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 170251 members 
Mstep: Class 3 contains 4266 members 
Mstep: Class 4 contains 7808 members 
Mstep: Class 5 contains 35951 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 139227 members 
Mstep: Class 8 contains 105356 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 22870 members 
Mstep: Class 13 contains 72742 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 7016 members 
Mstep: Class 16 contains 115072 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 135291 members 
Mstep: Class 25 contains 147047 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123904.000000 Penalty: 16363.299805
Iteration 65Q: 27 clusters Score -5.81239e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 170587 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 36116 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 139006 members 
Mstep: Class 8 contains 105394 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 72734 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 7027 members 
Mstep: Class 16 contains 115039 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 1289 members 
Mstep: Class 23 contains 8089 members 
Mstep: Class 24 contains 135156 members 
Mstep: Class 25 contains 147178 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124272.000000 Penalty: 16363.299805
Iteration 66Q: 27 clusters Score -5.812427e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 170576 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 36275 members 
Mstep: Class 6 contains 7398 members 
Mstep: Class 7 contains 138807 members 
Mstep: Class 8 contains 105843 members 
Mstep: Class 9 contains 14428 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 22706 members 
Mstep: Class 13 contains 72732 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 115023 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 23 contains 8112 members 
Mstep: Class 24 contains 135003 members 
Mstep: Class 25 contains 147280 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124656.000000 Penalty: 16363.299805
Iteration 67Q: 27 clusters Score -5.812466e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 170137 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 138657 members 
Mstep: Class 8 contains 106675 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 72727 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 115023 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 1318 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 134845 members 
Mstep: Class 25 contains 147366 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58124928.000000 Penalty: 16363.299805
Iteration 68Q: 27 clusters Score -5.812493e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 169314 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6121 members 
Mstep: Class 5 contains 36586 members 
Mstep: Class 6 contains 7940 members 
Mstep: Class 7 contains 138534 members 
Mstep: Class 8 contains 107957 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 72723 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 7049 members 
Mstep: Class 16 contains 115036 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 1337 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 134731 members 
Mstep: Class 25 contains 147457 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58125532.000000 Penalty: 16363.299805
Iteration 69Q: 27 clusters Score -5.812553e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 167913 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 36717 members 
Mstep: Class 6 contains 8187 members 
Mstep: Class 7 contains 138406 members 
Mstep: Class 8 contains 109863 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 5804 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 22415 members 
Mstep: Class 13 contains 72718 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 7052 members 
Mstep: Class 16 contains 115046 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 2747 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 8117 members 
Mstep: Class 24 contains 134633 members 
Mstep: Class 25 contains 147556 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58126228.000000 Penalty: 16363.299805
Iteration 70Q: 27 clusters Score -5.812623e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 166123 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 36845 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 138268 members 
Mstep: Class 8 contains 112089 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 22361 members 
Mstep: Class 13 contains 72715 members 
Mstep: Class 14 contains 1218 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 115038 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 2705 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 134577 members 
Mstep: Class 25 contains 147642 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58126944.000000 Penalty: 16363.299805
Iteration 71Q: 27 clusters Score -5.812694e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 163700 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 36964 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 138160 members 
Mstep: Class 8 contains 114933 members 
Mstep: Class 9 contains 14446 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 22305 members 
Mstep: Class 13 contains 72714 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 115048 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 134513 members 
Mstep: Class 25 contains 147708 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58127244.000000 Penalty: 16363.299805
Iteration 72Q: 27 clusters Score -5.812724e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 160637 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 37073 members 
Mstep: Class 6 contains 8848 members 
Mstep: Class 7 contains 138071 members 
Mstep: Class 8 contains 118390 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 780 members 
Mstep: Class 12 contains 22249 members 
Mstep: Class 13 contains 72715 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 115052 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 8095 members 
Mstep: Class 24 contains 134431 members 
Mstep: Class 25 contains 147785 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58127736.000000 Penalty: 16363.299805
Iteration 73Q: 27 clusters Score -5.812774e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 156726 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 37157 members 
Mstep: Class 6 contains 9013 members 
Mstep: Class 7 contains 137979 members 
Mstep: Class 8 contains 122710 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 22203 members 
Mstep: Class 13 contains 72715 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 115079 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 8100 members 
Mstep: Class 24 contains 134401 members 
Mstep: Class 25 contains 147832 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128316.000000 Penalty: 16363.299805
Iteration 74Q: 27 clusters Score -5.812832e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 152193 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 37248 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 137877 members 
Mstep: Class 8 contains 127601 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 22156 members 
Mstep: Class 13 contains 72715 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 115110 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 8105 members 
Mstep: Class 24 contains 134352 members 
Mstep: Class 25 contains 147877 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128852.000000 Penalty: 16363.299805
Iteration 75Q: 27 clusters Score -5.812885e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 147213 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 37323 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 137768 members 
Mstep: Class 8 contains 132812 members 
Mstep: Class 9 contains 14452 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 22108 members 
Mstep: Class 13 contains 72714 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 7054 members 
Mstep: Class 16 contains 115145 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 134321 members 
Mstep: Class 25 contains 147933 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 549.987793 but Gain 629.357422
Score: -58129452.000000 Penalty: 15733.942383
Iteration 76Q: 26 clusters Score -5.812945e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 141717 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 37400 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 137684 members 
Mstep: Class 8 contains 138977 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 5806 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 22061 members 
Mstep: Class 13 contains 72712 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 16 contains 115160 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 1475 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 134312 members 
Mstep: Class 25 contains 147978 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58131364.000000 Penalty: 15733.942383
Iteration 77Q: 26 clusters Score -5.813136e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 135721 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 37470 members 
Mstep: Class 6 contains 9513 members 
Mstep: Class 7 contains 137603 members 
Mstep: Class 8 contains 144977 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 22007 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 115173 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 1488 members 
Mstep: Class 23 contains 8080 members 
Mstep: Class 24 contains 134312 members 
Mstep: Class 25 contains 148031 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133208.000000 Penalty: 15733.942383
Iteration 78Q: 26 clusters Score -5.813321e+07 nChanged 7014
Entering ConstructFrom: 
Score: -58133208.000000 Penalty: 15733.942383
Entering ConstructFrom: 
Trying to split cluster 1 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -24766.539062 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -24766.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24356.486328 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -24356.49 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24867.128906 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -24867.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25058.480469 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -25058.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25158.607422 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -25158.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25221.015625 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -25221.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25235.396484 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -25235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25265.378906 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -25265.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25302.587891 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -25302.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25340.158203 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -25340.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25351.359375 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -25351.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25351.740234 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -25351.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25352.398438 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -25352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25352.398438 Penalty: 576.489929
	Iteration 12F: 3 clusters Score -25352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 151064 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 115159 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Entering Unmasked Estep 
Score: -58132836.000000 Penalty: 16363.299805
Splitting cluster 1 changes total score from -58133208.000000 to -58132836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (129577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Entering Unmasked Estep 
Score: -7778826.500000 Penalty: 535.627380
	Iteration 0F: 2 clusters Score -7778826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -7693924.000000 Penalty: 1071.254761
	Iteration 0F: 3 clusters Score -7693924 nChanged 63622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -7737772.000000 Penalty: 1071.254761
	Iteration 1F: 3 clusters Score -7737772 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -7742195.000000 Penalty: 1071.254761
	Iteration 2F: 3 clusters Score -7742195 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -7748687.000000 Penalty: 1071.254761
	Iteration 3F: 3 clusters Score -7748687 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -7756318.500000 Penalty: 1071.254761
	Iteration 4F: 3 clusters Score -7756318 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -7762421.500000 Penalty: 1071.254761
	Iteration 5F: 3 clusters Score -7762422 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -7766491.500000 Penalty: 1071.254761
	Iteration 6F: 3 clusters Score -7766492 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -7768894.000000 Penalty: 1071.254761
	Iteration 7Q: 3 clusters Score -7768894 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -7770290.500000 Penalty: 1071.254761
	Iteration 8Q: 3 clusters Score -7770290 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7771056 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7771690 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7772190 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7772570 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -7772914.500000 Penalty: 1071.254761
	Iteration 13Q: 3 clusters Score -7772914 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -7773196.500000 Penalty: 1071.254761
	Iteration 14Q: 3 clusters Score -7773196 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -7773516.500000 Penalty: 1071.254761
	Iteration 15Q: 3 clusters Score -7773516 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7773805 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7774012 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7774226 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -7774417.500000 Penalty: 1071.254761
	Iteration 19Q: 3 clusters Score -7774418 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7774577 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7774764 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -7774940.500000 Penalty: 1071.254761
	Iteration 22Q: 3 clusters Score -7774940 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -7775061.500000 Penalty: 1071.254761
	Iteration 23Q: 3 clusters Score -7775062 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -7775245.500000 Penalty: 1071.254761
	Iteration 24Q: 3 clusters Score -7775246 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7775344 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7775506 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7775598 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7775673 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7775709 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7775825 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -7775932.500000 Penalty: 1071.254761
	Iteration 31Q: 3 clusters Score -7775932 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -7776002.500000 Penalty: 1071.254761
	Iteration 32Q: 3 clusters Score -7776002 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -7776055.500000 Penalty: 1071.254761
	Iteration 33Q: 3 clusters Score -7776056 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -7776202.500000 Penalty: 1071.254761
	Iteration 34Q: 3 clusters Score -7776202 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -7776311.500000 Penalty: 1071.254761
	Iteration 35Q: 3 clusters Score -7776312 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7776428 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7776533 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7776612 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7776698 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7776808 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7776896 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7777018 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7777132 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7777230 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7777315 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7777461 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -7777513.500000 Penalty: 1071.254761
	Iteration 47Q: 3 clusters Score -7777514 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -7777567.500000 Penalty: 1071.254761
	Iteration 48Q: 3 clusters Score -7777568 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -7777646.500000 Penalty: 1071.254761
	Iteration 49Q: 3 clusters Score -7777646 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -7777726.000000 Penalty: 1071.254761
	Iteration 50Q: 3 clusters Score -7777726 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 111836 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7777793 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7777862 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -7777921.000000 Penalty: 1071.254761
	Iteration 53Q: 3 clusters Score -7777921 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -7777976.500000 Penalty: 1071.254761
	Iteration 54Q: 3 clusters Score -7777976 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7778037 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7778079 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7778079 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -7778081.500000 Penalty: 1071.254761
	Iteration 58Q: 3 clusters Score -7778082 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 115392 members 
Entering Unmasked Estep 
Score: -7778091.000000 Penalty: 1071.254761
	Iteration 59Q: 3 clusters Score -7778091 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -7778129.000000 Penalty: 1071.254761
	Iteration 60F: 3 clusters Score -7778129 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -7778145.000000 Penalty: 1071.254761
	Iteration 61Q: 3 clusters Score -7778145 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -7778168.000000 Penalty: 1071.254761
	Iteration 62Q: 3 clusters Score -7778168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -7778162.000000 Penalty: 1071.254761
	Iteration 63Q: 3 clusters Score -7778162 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -7778169.500000 Penalty: 1071.254761
	Iteration 64Q: 3 clusters Score -7778170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -7778163.500000 Penalty: 1071.254761
	Iteration 65Q: 3 clusters Score -7778164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 117049 members 
Entering Unmasked Estep 
Score: -7778154.000000 Penalty: 1071.254761
	Iteration 66Q: 3 clusters Score -7778154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -7778112.000000 Penalty: 1071.254761
	Iteration 67Q: 3 clusters Score -7778112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -7778126.500000 Penalty: 1071.254761
	Iteration 68Q: 3 clusters Score -7778126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -7778137.000000 Penalty: 1071.254761
	Iteration 69Q: 3 clusters Score -7778137 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -7778142.000000 Penalty: 1071.254761
	Iteration 70Q: 3 clusters Score -7778142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 117790 members 
Entering Unmasked Estep 
Score: -7778181.500000 Penalty: 1071.254761
	Iteration 71Q: 3 clusters Score -7778182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 117943 members 
Entering Unmasked Estep 
Score: -7778201.500000 Penalty: 1071.254761
	Iteration 72Q: 3 clusters Score -7778202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -7778208.500000 Penalty: 1071.254761
	Iteration 73Q: 3 clusters Score -7778208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -7778219.500000 Penalty: 1071.254761
	Iteration 74Q: 3 clusters Score -7778220 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -7778228.500000 Penalty: 1071.254761
	Iteration 75Q: 3 clusters Score -7778228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -7778249.500000 Penalty: 1071.254761
	Iteration 76Q: 3 clusters Score -7778250 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -7778270.500000 Penalty: 1071.254761
	Iteration 77Q: 3 clusters Score -7778270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -7778280.000000 Penalty: 1071.254761
	Iteration 78Q: 3 clusters Score -7778280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -7778291.000000 Penalty: 1071.254761
	Iteration 79Q: 3 clusters Score -7778291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -7778302.000000 Penalty: 1071.254761
	Iteration 80F: 3 clusters Score -7778302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -7778309.500000 Penalty: 1071.254761
	Iteration 81Q: 3 clusters Score -7778310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -7778333.000000 Penalty: 1071.254761
	Iteration 82Q: 3 clusters Score -7778333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -7778344.500000 Penalty: 1071.254761
	Iteration 83Q: 3 clusters Score -7778344 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -7778339.000000 Penalty: 1071.254761
	Iteration 84Q: 3 clusters Score -7778339 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -7778321.000000 Penalty: 1071.254761
	Iteration 85Q: 3 clusters Score -7778321 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7778310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -7778312.000000 Penalty: 1071.254761
	Iteration 87Q: 3 clusters Score -7778312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -7778314.000000 Penalty: 1071.254761
	Iteration 88Q: 3 clusters Score -7778314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -7778307.500000 Penalty: 1071.254761
	Iteration 89Q: 3 clusters Score -7778308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 120245 members 
Entering Unmasked Estep 
Score: -7778328.000000 Penalty: 1071.254761
	Iteration 90Q: 3 clusters Score -7778328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 120367 members 
Entering Unmasked Estep 
Score: -7778334.500000 Penalty: 1071.254761
	Iteration 91Q: 3 clusters Score -7778334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -7778336.000000 Penalty: 1071.254761
	Iteration 92Q: 3 clusters Score -7778336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -7778346.000000 Penalty: 1071.254761
	Iteration 93Q: 3 clusters Score -7778346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -7778369.000000 Penalty: 1071.254761
	Iteration 94Q: 3 clusters Score -7778369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -7778380.000000 Penalty: 1071.254761
	Iteration 95Q: 3 clusters Score -7778380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -7778384.000000 Penalty: 1071.254761
	Iteration 96Q: 3 clusters Score -7778384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -7778382.000000 Penalty: 1071.254761
	Iteration 97Q: 3 clusters Score -7778382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -7778386.500000 Penalty: 1071.254761
	Iteration 98Q: 3 clusters Score -7778386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -7778386.500000 Penalty: 1071.254761
	Iteration 99Q: 3 clusters Score -7778386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 121307 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 121990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 122550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 122651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6629 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 123108 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6320 members 
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Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 123614 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7778633 nChanged 79
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Mstep: Class 1 contains 5820 members 
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5670 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7778632 nChanged 58
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Mstep: Class 1 contains 5612 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 124014 members 
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 124065 members 
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 124296 members 
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 124334 members 
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 124382 members 
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	Iteration 138Q: 3 clusters Score -7778655 nChanged 45
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 124425 members 
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	Iteration 139Q: 3 clusters Score -7778646 nChanged 52
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7778660 nChanged 54
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 124517 members 
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Mstep: Class 1 contains 5003 members 
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Mstep: Class 1 contains 4953 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7778660 nChanged 39
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Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 124689 members 
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Mstep: Class 1 contains 4866 members 
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Mstep: Class 1 contains 4840 members 
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Mstep: Class 1 contains 4815 members 
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	Iteration 148Q: 3 clusters Score -7778634 nChanged 21
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	Iteration 149Q: 3 clusters Score -7778634 nChanged 29
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Mstep: Class 1 contains 4781 members 
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	Iteration 150Q: 3 clusters Score -7778628 nChanged 23
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	Iteration 151Q: 3 clusters Score -7778628 nChanged 17
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Mstep: Class 1 contains 4753 members 
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	Iteration 152Q: 3 clusters Score -7778622 nChanged 21
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	Iteration 153Q: 3 clusters Score -7778620 nChanged 23
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	Iteration 154Q: 3 clusters Score -7778642 nChanged 23
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	Iteration 157Q: 3 clusters Score -7778648 nChanged 38
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	Iteration 158Q: 3 clusters Score -7778650 nChanged 40
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	Iteration 159Q: 3 clusters Score -7778650 nChanged 27
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Mstep: Class 1 contains 4545 members 
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	Iteration 160F: 3 clusters Score -7778645 nChanged 27
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	Iteration 161Q: 3 clusters Score -7778633 nChanged 25
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 125068 members 
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	Iteration 162Q: 3 clusters Score -7778637 nChanged 20
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Mstep: Class 1 contains 4491 members 
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	Iteration 163Q: 3 clusters Score -7778636 nChanged 18
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Mstep: Class 1 contains 4477 members 
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	Iteration 164Q: 3 clusters Score -7778639 nChanged 16
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Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 125114 members 
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	Iteration 165Q: 3 clusters Score -7778640 nChanged 12
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	Iteration 166Q: 3 clusters Score -7778644 nChanged 6
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	Iteration 167Q: 3 clusters Score -7778648 nChanged 5
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	Iteration 168Q: 3 clusters Score -7778643 nChanged 8
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	Iteration 169Q: 3 clusters Score -7778651 nChanged 7
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	Iteration 170Q: 3 clusters Score -7778646 nChanged 11
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	Iteration 172Q: 3 clusters Score -7778658 nChanged 16
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	Iteration 173Q: 3 clusters Score -7778659 nChanged 21
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	Iteration 174Q: 3 clusters Score -7778666 nChanged 18
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	Iteration 178Q: 3 clusters Score -7778664 nChanged 26
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	Iteration 180F: 3 clusters Score -7778655 nChanged 18
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	Iteration 181Q: 3 clusters Score -7778662 nChanged 13
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	Iteration 182Q: 3 clusters Score -7778652 nChanged 7
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	Iteration 183Q: 3 clusters Score -7778666 nChanged 8
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	Iteration 185Q: 3 clusters Score -7778658 nChanged 14
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	Iteration 187Q: 3 clusters Score -7778654 nChanged 8
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	Iteration 189Q: 3 clusters Score -7778648 nChanged 20
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	Iteration 192Q: 3 clusters Score -7778642 nChanged 22
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Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 125457 members 
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Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 125511 members 
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	Iteration 198Q: 3 clusters Score -7778649 nChanged 18
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Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7778652 nChanged 27
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Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7778654 nChanged 25
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Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 125575 members 
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	Iteration 201Q: 3 clusters Score -7778666 nChanged 32
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Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 125603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3940 members 
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	Iteration 203Q: 3 clusters Score -7778672 nChanged 33
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Mstep: Class 2 contains 125666 members 
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Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 125691 members 
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Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 125701 members 
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Mstep: Class 2 contains 125718 members 
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Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 125727 members 
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	Iteration 209Q: 3 clusters Score -7778666 nChanged 16
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Mstep: Class 1 contains 3830 members 
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Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 125794 members 
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Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 125819 members 
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	Iteration 213Q: 3 clusters Score -7778666 nChanged 30
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	Iteration 214Q: 3 clusters Score -7778663 nChanged 28
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Mstep: Class 2 contains 125884 members 
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Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 125912 members 
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	Iteration 217Q: 3 clusters Score -7778670 nChanged 30
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Mstep: Class 1 contains 3635 members 
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	Iteration 218Q: 3 clusters Score -7778682 nChanged 32
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	Iteration 220F: 3 clusters Score -7778693 nChanged 25
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Mstep: Class 2 contains 126124 members 
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	Iteration 237Q: 3 clusters Score -7778668 nChanged 6
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	Iteration 238Q: 3 clusters Score -7778674 nChanged 6
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	Iteration 239Q: 3 clusters Score -7778676 nChanged 15
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Mstep: Class 1 contains 3407 members 
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	Iteration 240F: 3 clusters Score -7778672 nChanged 9
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	Iteration 241Q: 3 clusters Score -7778672 nChanged 12
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	Iteration 242Q: 3 clusters Score -7778664 nChanged 10
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	Iteration 243Q: 3 clusters Score -7778664 nChanged 11
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	Iteration 244Q: 3 clusters Score -7778665 nChanged 8
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	Iteration 246Q: 3 clusters Score -7778655 nChanged 14
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	Iteration 247Q: 3 clusters Score -7778664 nChanged 17
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	Iteration 248Q: 3 clusters Score -7778657 nChanged 10
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	Iteration 249Q: 3 clusters Score -7778660 nChanged 14
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	Iteration 250Q: 3 clusters Score -7778660 nChanged 10
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Mstep: Class 1 contains 3321 members 
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	Iteration 251Q: 3 clusters Score -7778662 nChanged 11
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	Iteration 252Q: 3 clusters Score -7778664 nChanged 13
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	Iteration 253Q: 3 clusters Score -7778658 nChanged 16
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	Iteration 254Q: 3 clusters Score -7778664 nChanged 11
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	Iteration 255Q: 3 clusters Score -7778662 nChanged 9
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	Iteration 256Q: 3 clusters Score -7778660 nChanged 6
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	Iteration 257Q: 3 clusters Score -7778664 nChanged 4
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	Iteration 258Q: 3 clusters Score -7778664 nChanged 5
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	Iteration 259Q: 3 clusters Score -7778664 nChanged 3
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	Iteration 260F: 3 clusters Score -7778669 nChanged 11
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	Iteration 261Q: 3 clusters Score -7778664 nChanged 8
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	Iteration 262Q: 3 clusters Score -7778663 nChanged 9
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	Iteration 263Q: 3 clusters Score -7778664 nChanged 6
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	Iteration 264Q: 3 clusters Score -7778661 nChanged 5
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	Iteration 265Q: 3 clusters Score -7778660 nChanged 7
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	Iteration 266Q: 3 clusters Score -7778652 nChanged 7
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	Iteration 267Q: 3 clusters Score -7778656 nChanged 5
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	Iteration 268Q: 3 clusters Score -7778661 nChanged 3
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	Iteration 269Q: 3 clusters Score -7778662 nChanged 3
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	Iteration 270Q: 3 clusters Score -7778668 nChanged 2
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	Iteration 271Q: 3 clusters Score -7778662 nChanged 1
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	Iteration 272Q: 3 clusters Score -7778664 nChanged 3
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	Iteration 273Q: 3 clusters Score -7778668 nChanged 2
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	Iteration 274Q: 3 clusters Score -7778664 nChanged 3
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	Iteration 275Q: 3 clusters Score -7778667 nChanged 3
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	Iteration 276Q: 3 clusters Score -7778662 nChanged 5
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	Iteration 278Q: 3 clusters Score -7778650 nChanged 7
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	Iteration 279Q: 3 clusters Score -7778644 nChanged 9
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	Iteration 280F: 3 clusters Score -7778650 nChanged 8
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	Iteration 281Q: 3 clusters Score -7778646 nChanged 10
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	Iteration 282Q: 3 clusters Score -7778660 nChanged 16
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	Iteration 285Q: 3 clusters Score -7778658 nChanged 12
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Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -7778659.000000 Penalty: 1071.254761
	Iteration 286Q: 3 clusters Score -7778659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -7778656.000000 Penalty: 1071.254761
	Iteration 287Q: 3 clusters Score -7778656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 126410 members 
Entering Unmasked Estep 
Score: -7778660.000000 Penalty: 1071.254761
	Iteration 288Q: 3 clusters Score -7778660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -7778662.500000 Penalty: 1071.254761
	Iteration 289Q: 3 clusters Score -7778662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 126428 members 
Entering Unmasked Estep 
Score: -7778669.000000 Penalty: 1071.254761
	Iteration 290Q: 3 clusters Score -7778669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 126434 members 
Entering Unmasked Estep 
Score: -7778666.000000 Penalty: 1071.254761
	Iteration 291Q: 3 clusters Score -7778666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 126440 members 
Entering Unmasked Estep 
Score: -7778662.000000 Penalty: 1071.254761
	Iteration 292Q: 3 clusters Score -7778662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 126448 members 
Entering Unmasked Estep 
Score: -7778661.000000 Penalty: 1071.254761
	Iteration 293Q: 3 clusters Score -7778661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -7778658.500000 Penalty: 1071.254761
	Iteration 294Q: 3 clusters Score -7778658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -7778656.000000 Penalty: 1071.254761
	Iteration 295Q: 3 clusters Score -7778656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -7778656.000000 Penalty: 1071.254761
	Iteration 296Q: 3 clusters Score -7778656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -7778654.000000 Penalty: 1071.254761
	Iteration 297Q: 3 clusters Score -7778654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -7778656.000000 Penalty: 1071.254761
	Iteration 298Q: 3 clusters Score -7778656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -7778654.000000 Penalty: 1071.254761
	Iteration 299Q: 3 clusters Score -7778654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -7778655.500000 Penalty: 1071.254761
	Iteration 300F: 3 clusters Score -7778656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -7778649.500000 Penalty: 1071.254761
	Iteration 301Q: 3 clusters Score -7778650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -7778649.000000 Penalty: 1071.254761
	Iteration 302Q: 3 clusters Score -7778649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -7778647.500000 Penalty: 1071.254761
	Iteration 303Q: 3 clusters Score -7778648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 126472 members 
Entering Unmasked Estep 
Score: -7778648.000000 Penalty: 1071.254761
	Iteration 304Q: 3 clusters Score -7778648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -7778648.500000 Penalty: 1071.254761
	Iteration 305Q: 3 clusters Score -7778648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -7778649.000000 Penalty: 1071.254761
	Iteration 306Q: 3 clusters Score -7778649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -7778649.000000 Penalty: 1071.254761
	Iteration 307F: 3 clusters Score -7778649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -214811.171875 Penalty: 378.889557
	Iteration 0F: 2 clusters Score -214811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -211984.015625 Penalty: 757.779114
	Iteration 0F: 3 clusters Score -211984 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -213180.843750 Penalty: 757.779114
	Iteration 1F: 3 clusters Score -213180.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -213414.625000 Penalty: 757.779114
	Iteration 2F: 3 clusters Score -213414.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213607.078125 Penalty: 757.779114
	Iteration 3F: 3 clusters Score -213607.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -213769.187500 Penalty: 757.779114
	Iteration 4F: 3 clusters Score -213769.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213934.140625 Penalty: 757.779114
	Iteration 5F: 3 clusters Score -213934.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -214082.906250 Penalty: 757.779114
	Iteration 6F: 3 clusters Score -214082.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -214227.406250 Penalty: 757.779114
	Iteration 7Q: 3 clusters Score -214227.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -214372.296875 Penalty: 757.779114
	Iteration 8Q: 3 clusters Score -214372.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -214489.187500 Penalty: 757.779114
	Iteration 9Q: 3 clusters Score -214489.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -214591.343750 Penalty: 757.779114
	Iteration 10Q: 3 clusters Score -214591.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -214666.265625 Penalty: 757.779114
	Iteration 11Q: 3 clusters Score -214666.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -214724.718750 Penalty: 757.779114
	Iteration 12Q: 3 clusters Score -214724.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -214751.890625 Penalty: 757.779114
	Iteration 13Q: 3 clusters Score -214751.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -214761.203125 Penalty: 757.779114
	Iteration 14Q: 3 clusters Score -214761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -214764.796875 Penalty: 757.779114
	Iteration 15Q: 3 clusters Score -214764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -214769.484375 Penalty: 757.779114
	Iteration 16Q: 3 clusters Score -214769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -214771.437500 Penalty: 757.779114
	Iteration 17Q: 3 clusters Score -214771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -214772.734375 Penalty: 757.779114
	Iteration 18Q: 3 clusters Score -214772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -214772.875000 Penalty: 757.779114
	Iteration 19Q: 3 clusters Score -214772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -214772.875000 Penalty: 757.779114
	Iteration 20F: 3 clusters Score -214772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -168621.234375 Penalty: 361.231720
	Iteration 0F: 2 clusters Score -168621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -166656.406250 Penalty: 722.463440
	Iteration 0F: 3 clusters Score -166656.4 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -167407.781250 Penalty: 722.463440
	Iteration 1F: 3 clusters Score -167407.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -167561.437500 Penalty: 722.463440
	Iteration 2F: 3 clusters Score -167561.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -167718.359375 Penalty: 722.463440
	Iteration 3F: 3 clusters Score -167718.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -167888.765625 Penalty: 722.463440
	Iteration 4F: 3 clusters Score -167888.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -168030.031250 Penalty: 722.463440
	Iteration 5F: 3 clusters Score -168030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -168098.296875 Penalty: 722.463440
	Iteration 6Q: 3 clusters Score -168098.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -168133.203125 Penalty: 722.463440
	Iteration 7Q: 3 clusters Score -168133.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -168160.953125 Penalty: 722.463440
	Iteration 8Q: 3 clusters Score -168161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -168176.812500 Penalty: 722.463440
	Iteration 9Q: 3 clusters Score -168176.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -168189.468750 Penalty: 722.463440
	Iteration 10Q: 3 clusters Score -168189.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -168203.718750 Penalty: 722.463440
	Iteration 11Q: 3 clusters Score -168203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -168214.296875 Penalty: 722.463440
	Iteration 12Q: 3 clusters Score -168214.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -168219.468750 Penalty: 722.463440
	Iteration 13Q: 3 clusters Score -168219.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -168222.265625 Penalty: 722.463440
	Iteration 14Q: 3 clusters Score -168222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -168225.500000 Penalty: 722.463440
	Iteration 15Q: 3 clusters Score -168225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -168228.640625 Penalty: 722.463440
	Iteration 16Q: 3 clusters Score -168228.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -168233.625000 Penalty: 722.463440
	Iteration 17Q: 3 clusters Score -168233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -168238.515625 Penalty: 722.463440
	Iteration 18Q: 3 clusters Score -168238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -168243.875000 Penalty: 722.463440
	Iteration 19Q: 3 clusters Score -168243.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -168249.156250 Penalty: 722.463440
	Iteration 20F: 3 clusters Score -168249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -168252.343750 Penalty: 722.463440
	Iteration 21Q: 3 clusters Score -168252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -168255.078125 Penalty: 722.463440
	Iteration 22Q: 3 clusters Score -168255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -168256.656250 Penalty: 722.463440
	Iteration 23Q: 3 clusters Score -168256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -168259.718750 Penalty: 722.463440
	Iteration 24Q: 3 clusters Score -168259.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -168263.265625 Penalty: 722.463440
	Iteration 25Q: 3 clusters Score -168263.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -168267.312500 Penalty: 722.463440
	Iteration 26Q: 3 clusters Score -168267.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -168270.234375 Penalty: 722.463440
	Iteration 27Q: 3 clusters Score -168270.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -168279.625000 Penalty: 722.463440
	Iteration 28Q: 3 clusters Score -168279.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -168287.562500 Penalty: 722.463440
	Iteration 29Q: 3 clusters Score -168287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -168294.937500 Penalty: 722.463440
	Iteration 30Q: 3 clusters Score -168294.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -168304.484375 Penalty: 722.463440
	Iteration 31Q: 3 clusters Score -168304.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -168316.750000 Penalty: 722.463440
	Iteration 32Q: 3 clusters Score -168316.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -168332.515625 Penalty: 722.463440
	Iteration 33Q: 3 clusters Score -168332.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -168347.843750 Penalty: 722.463440
	Iteration 34Q: 3 clusters Score -168347.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -168359.062500 Penalty: 722.463440
	Iteration 35Q: 3 clusters Score -168359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -168379.875000 Penalty: 722.463440
	Iteration 36Q: 3 clusters Score -168379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -168414.906250 Penalty: 722.463440
	Iteration 37Q: 3 clusters Score -168414.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -168439.984375 Penalty: 722.463440
	Iteration 38Q: 3 clusters Score -168440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -168456.062500 Penalty: 722.463440
	Iteration 39Q: 3 clusters Score -168456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -168464.671875 Penalty: 722.463440
	Iteration 40F: 3 clusters Score -168464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -168467.593750 Penalty: 722.463440
	Iteration 41Q: 3 clusters Score -168467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -168470.593750 Penalty: 722.463440
	Iteration 42Q: 3 clusters Score -168470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -168471.718750 Penalty: 722.463440
	Iteration 43Q: 3 clusters Score -168471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -168471.796875 Penalty: 722.463440
	Iteration 44Q: 3 clusters Score -168471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -168471.796875 Penalty: 722.463440
	Iteration 45F: 3 clusters Score -168471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Entering Unmasked Estep 
Score: -2252207.750000 Penalty: 479.262512
	Iteration 0F: 2 clusters Score -2252208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2226919.750000 Penalty: 958.525024
	Iteration 0F: 3 clusters Score -2226920 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2237602.250000 Penalty: 958.525024
	Iteration 1F: 3 clusters Score -2237602 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2238121.000000 Penalty: 958.525024
	Iteration 2Q: 3 clusters Score -2238121 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2238817.750000 Penalty: 958.525024
	Iteration 3Q: 3 clusters Score -2238818 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2239844.250000 Penalty: 958.525024
	Iteration 4F: 3 clusters Score -2239844 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2241335.000000 Penalty: 958.525024
	Iteration 5F: 3 clusters Score -2241335 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2243244.000000 Penalty: 958.525024
	Iteration 6F: 3 clusters Score -2243244 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2245011.000000 Penalty: 958.525024
	Iteration 7F: 3 clusters Score -2245011 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2246069.750000 Penalty: 958.525024
	Iteration 8F: 3 clusters Score -2246070 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2246499.750000 Penalty: 958.525024
	Iteration 9Q: 3 clusters Score -2246500 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2246701.000000 Penalty: 958.525024
	Iteration 10Q: 3 clusters Score -2246701 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2246843.500000 Penalty: 958.525024
	Iteration 11Q: 3 clusters Score -2246844 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2246985.250000 Penalty: 958.525024
	Iteration 12Q: 3 clusters Score -2246985 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2247131.750000 Penalty: 958.525024
	Iteration 13Q: 3 clusters Score -2247132 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2247259.000000 Penalty: 958.525024
	Iteration 14Q: 3 clusters Score -2247259 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2247383.000000 Penalty: 958.525024
	Iteration 15Q: 3 clusters Score -2247383 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2247517.000000 Penalty: 958.525024
	Iteration 16Q: 3 clusters Score -2247517 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2247664.750000 Penalty: 958.525024
	Iteration 17Q: 3 clusters Score -2247665 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2247769.250000 Penalty: 958.525024
	Iteration 18Q: 3 clusters Score -2247769 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2247859.000000 Penalty: 958.525024
	Iteration 19Q: 3 clusters Score -2247859 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2247951.000000 Penalty: 958.525024
	Iteration 20F: 3 clusters Score -2247951 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2248018.000000 Penalty: 958.525024
	Iteration 21Q: 3 clusters Score -2248018 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2248075.250000 Penalty: 958.525024
	Iteration 22Q: 3 clusters Score -2248075 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2248129.000000 Penalty: 958.525024
	Iteration 23Q: 3 clusters Score -2248129 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2248164.000000 Penalty: 958.525024
	Iteration 24Q: 3 clusters Score -2248164 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2248214.750000 Penalty: 958.525024
	Iteration 25Q: 3 clusters Score -2248215 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2248256.000000 Penalty: 958.525024
	Iteration 26Q: 3 clusters Score -2248256 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2248279.500000 Penalty: 958.525024
	Iteration 27Q: 3 clusters Score -2248280 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2248325.750000 Penalty: 958.525024
	Iteration 28Q: 3 clusters Score -2248326 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2248350.000000 Penalty: 958.525024
	Iteration 29Q: 3 clusters Score -2248350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2248378.000000 Penalty: 958.525024
	Iteration 30Q: 3 clusters Score -2248378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2248402.750000 Penalty: 958.525024
	Iteration 31Q: 3 clusters Score -2248403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2248445.250000 Penalty: 958.525024
	Iteration 32Q: 3 clusters Score -2248445 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2248463.500000 Penalty: 958.525024
	Iteration 33Q: 3 clusters Score -2248464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2248473.000000 Penalty: 958.525024
	Iteration 34Q: 3 clusters Score -2248473 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2248509.000000 Penalty: 958.525024
	Iteration 35Q: 3 clusters Score -2248509 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2248534.250000 Penalty: 958.525024
	Iteration 36Q: 3 clusters Score -2248534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2248559.500000 Penalty: 958.525024
	Iteration 37Q: 3 clusters Score -2248560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2248572.750000 Penalty: 958.525024
	Iteration 38Q: 3 clusters Score -2248573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2248593.750000 Penalty: 958.525024
	Iteration 39Q: 3 clusters Score -2248594 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2248618.500000 Penalty: 958.525024
	Iteration 40F: 3 clusters Score -2248618 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2248631.250000 Penalty: 958.525024
	Iteration 41Q: 3 clusters Score -2248631 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2248662.500000 Penalty: 958.525024
	Iteration 42Q: 3 clusters Score -2248662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2248694.250000 Penalty: 958.525024
	Iteration 43Q: 3 clusters Score -2248694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2248711.250000 Penalty: 958.525024
	Iteration 44Q: 3 clusters Score -2248711 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2248747.750000 Penalty: 958.525024
	Iteration 45Q: 3 clusters Score -2248748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2248778.750000 Penalty: 958.525024
	Iteration 46Q: 3 clusters Score -2248779 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2248800.500000 Penalty: 958.525024
	Iteration 47Q: 3 clusters Score -2248800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2248830.250000 Penalty: 958.525024
	Iteration 48Q: 3 clusters Score -2248830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2248850.500000 Penalty: 958.525024
	Iteration 49Q: 3 clusters Score -2248850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2248886.000000 Penalty: 958.525024
	Iteration 50Q: 3 clusters Score -2248886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2248928.500000 Penalty: 958.525024
	Iteration 51Q: 3 clusters Score -2248928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2248965.500000 Penalty: 958.525024
	Iteration 52Q: 3 clusters Score -2248966 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2248997.500000 Penalty: 958.525024
	Iteration 53Q: 3 clusters Score -2248998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2249034.250000 Penalty: 958.525024
	Iteration 54Q: 3 clusters Score -2249034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2249086.000000 Penalty: 958.525024
	Iteration 55Q: 3 clusters Score -2249086 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2249138.500000 Penalty: 958.525024
	Iteration 56Q: 3 clusters Score -2249138 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -2249209.500000 Penalty: 958.525024
	Iteration 57Q: 3 clusters Score -2249210 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2249268.250000 Penalty: 958.525024
	Iteration 58Q: 3 clusters Score -2249268 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2249336.500000 Penalty: 958.525024
	Iteration 59Q: 3 clusters Score -2249336 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -2249405.250000 Penalty: 958.525024
	Iteration 60F: 3 clusters Score -2249405 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2249481.250000 Penalty: 958.525024
	Iteration 61Q: 3 clusters Score -2249481 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2249555.000000 Penalty: 958.525024
	Iteration 62Q: 3 clusters Score -2249555 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -2249628.250000 Penalty: 958.525024
	Iteration 63Q: 3 clusters Score -2249628 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -2249688.250000 Penalty: 958.525024
	Iteration 64Q: 3 clusters Score -2249688 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -2249766.500000 Penalty: 958.525024
	Iteration 65Q: 3 clusters Score -2249766 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2249859.750000 Penalty: 958.525024
	Iteration 66Q: 3 clusters Score -2249860 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -2249945.750000 Penalty: 958.525024
	Iteration 67Q: 3 clusters Score -2249946 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -2250034.250000 Penalty: 958.525024
	Iteration 68Q: 3 clusters Score -2250034 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -2250124.000000 Penalty: 958.525024
	Iteration 69Q: 3 clusters Score -2250124 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -2250218.250000 Penalty: 958.525024
	Iteration 70Q: 3 clusters Score -2250218 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -2250302.000000 Penalty: 958.525024
	Iteration 71Q: 3 clusters Score -2250302 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -2250393.250000 Penalty: 958.525024
	Iteration 72Q: 3 clusters Score -2250393 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2250467.500000 Penalty: 958.525024
	Iteration 73Q: 3 clusters Score -2250468 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -2250557.000000 Penalty: 958.525024
	Iteration 74Q: 3 clusters Score -2250557 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -2250650.000000 Penalty: 958.525024
	Iteration 75Q: 3 clusters Score -2250650 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -2250712.000000 Penalty: 958.525024
	Iteration 76Q: 3 clusters Score -2250712 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -2250795.000000 Penalty: 958.525024
	Iteration 77Q: 3 clusters Score -2250795 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -2250860.750000 Penalty: 958.525024
	Iteration 78Q: 3 clusters Score -2250861 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2250919.750000 Penalty: 958.525024
	Iteration 79Q: 3 clusters Score -2250920 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -2250990.500000 Penalty: 958.525024
	Iteration 80F: 3 clusters Score -2250990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -2251048.750000 Penalty: 958.525024
	Iteration 81Q: 3 clusters Score -2251049 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -2251115.000000 Penalty: 958.525024
	Iteration 82Q: 3 clusters Score -2251115 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -2251158.250000 Penalty: 958.525024
	Iteration 83Q: 3 clusters Score -2251158 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -2251212.750000 Penalty: 958.525024
	Iteration 84Q: 3 clusters Score -2251213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -2251243.250000 Penalty: 958.525024
	Iteration 85Q: 3 clusters Score -2251243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -2251283.500000 Penalty: 958.525024
	Iteration 86Q: 3 clusters Score -2251284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -2251330.250000 Penalty: 958.525024
	Iteration 87Q: 3 clusters Score -2251330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2251362.500000 Penalty: 958.525024
	Iteration 88Q: 3 clusters Score -2251362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -2251392.750000 Penalty: 958.525024
	Iteration 89Q: 3 clusters Score -2251393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2251435.500000 Penalty: 958.525024
	Iteration 90Q: 3 clusters Score -2251436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -2251463.250000 Penalty: 958.525024
	Iteration 91Q: 3 clusters Score -2251463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -2251480.750000 Penalty: 958.525024
	Iteration 92Q: 3 clusters Score -2251481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -2251492.250000 Penalty: 958.525024
	Iteration 93Q: 3 clusters Score -2251492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -2251517.500000 Penalty: 958.525024
	Iteration 94Q: 3 clusters Score -2251518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -2251542.000000 Penalty: 958.525024
	Iteration 95Q: 3 clusters Score -2251542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -2251571.750000 Penalty: 958.525024
	Iteration 96Q: 3 clusters Score -2251572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -2251595.250000 Penalty: 958.525024
	Iteration 97Q: 3 clusters Score -2251595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -2251613.500000 Penalty: 958.525024
	Iteration 98Q: 3 clusters Score -2251614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -2251628.750000 Penalty: 958.525024
	Iteration 99Q: 3 clusters Score -2251629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -2251647.000000 Penalty: 958.525024
	Iteration 100F: 3 clusters Score -2251647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -2251654.250000 Penalty: 958.525024
	Iteration 101Q: 3 clusters Score -2251654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -2251657.000000 Penalty: 958.525024
	Iteration 102Q: 3 clusters Score -2251657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -2251664.750000 Penalty: 958.525024
	Iteration 103Q: 3 clusters Score -2251665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2251670.250000 Penalty: 958.525024
	Iteration 104Q: 3 clusters Score -2251670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -2251680.250000 Penalty: 958.525024
	Iteration 105Q: 3 clusters Score -2251680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -2251690.500000 Penalty: 958.525024
	Iteration 106Q: 3 clusters Score -2251690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -2251697.250000 Penalty: 958.525024
	Iteration 107Q: 3 clusters Score -2251697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -2251707.250000 Penalty: 958.525024
	Iteration 108Q: 3 clusters Score -2251707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -2251719.250000 Penalty: 958.525024
	Iteration 109Q: 3 clusters Score -2251719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -2251733.500000 Penalty: 958.525024
	Iteration 110Q: 3 clusters Score -2251734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -2251745.250000 Penalty: 958.525024
	Iteration 111Q: 3 clusters Score -2251745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -2251758.000000 Penalty: 958.525024
	Iteration 112Q: 3 clusters Score -2251758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -2251765.000000 Penalty: 958.525024
	Iteration 113Q: 3 clusters Score -2251765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -2251781.750000 Penalty: 958.525024
	Iteration 114Q: 3 clusters Score -2251782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -2251792.000000 Penalty: 958.525024
	Iteration 115Q: 3 clusters Score -2251792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -2251797.000000 Penalty: 958.525024
	Iteration 116Q: 3 clusters Score -2251797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -2251799.000000 Penalty: 958.525024
	Iteration 117Q: 3 clusters Score -2251799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -2251803.000000 Penalty: 958.525024
	Iteration 118Q: 3 clusters Score -2251803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -2251812.250000 Penalty: 958.525024
	Iteration 119Q: 3 clusters Score -2251812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -2251813.750000 Penalty: 958.525024
	Iteration 120F: 3 clusters Score -2251814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -2251818.750000 Penalty: 958.525024
	Iteration 121Q: 3 clusters Score -2251819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -2251823.750000 Penalty: 958.525024
	Iteration 122Q: 3 clusters Score -2251824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -2251822.500000 Penalty: 958.525024
	Iteration 123Q: 3 clusters Score -2251822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -2251825.000000 Penalty: 958.525024
	Iteration 124Q: 3 clusters Score -2251825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -2251828.750000 Penalty: 958.525024
	Iteration 125Q: 3 clusters Score -2251829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -2251827.000000 Penalty: 958.525024
	Iteration 126Q: 3 clusters Score -2251827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -2251827.750000 Penalty: 958.525024
	Iteration 127Q: 3 clusters Score -2251828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -2251828.750000 Penalty: 958.525024
	Iteration 128Q: 3 clusters Score -2251829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -2251829.500000 Penalty: 958.525024
	Iteration 129Q: 3 clusters Score -2251830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -2251831.500000 Penalty: 958.525024
	Iteration 130Q: 3 clusters Score -2251832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -2251832.750000 Penalty: 958.525024
	Iteration 131Q: 3 clusters Score -2251833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -2251835.000000 Penalty: 958.525024
	Iteration 132Q: 3 clusters Score -2251835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -2251838.000000 Penalty: 958.525024
	Iteration 133Q: 3 clusters Score -2251838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -2251836.750000 Penalty: 958.525024
	Iteration 134Q: 3 clusters Score -2251837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -2251839.250000 Penalty: 958.525024
	Iteration 135Q: 3 clusters Score -2251839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -2251841.250000 Penalty: 958.525024
	Iteration 136Q: 3 clusters Score -2251841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -2251841.750000 Penalty: 958.525024
	Iteration 137Q: 3 clusters Score -2251842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -2251842.000000 Penalty: 958.525024
	Iteration 138Q: 3 clusters Score -2251842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -2251845.000000 Penalty: 958.525024
	Iteration 139Q: 3 clusters Score -2251845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -2251845.000000 Penalty: 958.525024
	Iteration 140F: 3 clusters Score -2251845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -2251844.750000 Penalty: 958.525024
	Iteration 141Q: 3 clusters Score -2251845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -2251844.750000 Penalty: 958.525024
	Iteration 142Q: 3 clusters Score -2251845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -2251844.750000 Penalty: 958.525024
	Iteration 143F: 3 clusters Score -2251845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -580239.812500 Penalty: 417.378662
	Iteration 0F: 2 clusters Score -580239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -573843.187500 Penalty: 834.757324
	Iteration 0F: 3 clusters Score -573843.2 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -576399.937500 Penalty: 834.757324
	Iteration 1F: 3 clusters Score -576399.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -576529.375000 Penalty: 834.757324
	Iteration 2Q: 3 clusters Score -576529.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -576695.750000 Penalty: 834.757324
	Iteration 3Q: 3 clusters Score -576695.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -576933.500000 Penalty: 834.757324
	Iteration 4Q: 3 clusters Score -576933.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -577252.750000 Penalty: 834.757324
	Iteration 5F: 3 clusters Score -577252.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -577614.375000 Penalty: 834.757324
	Iteration 6F: 3 clusters Score -577614.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -577999.875000 Penalty: 834.757324
	Iteration 7F: 3 clusters Score -577999.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -578396.500000 Penalty: 834.757324
	Iteration 8Q: 3 clusters Score -578396.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -578819.500000 Penalty: 834.757324
	Iteration 9Q: 3 clusters Score -578819.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -579127.937500 Penalty: 834.757324
	Iteration 10Q: 3 clusters Score -579127.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -579294.437500 Penalty: 834.757324
	Iteration 11Q: 3 clusters Score -579294.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -579387.687500 Penalty: 834.757324
	Iteration 12Q: 3 clusters Score -579387.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -579456.187500 Penalty: 834.757324
	Iteration 13Q: 3 clusters Score -579456.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -579504.250000 Penalty: 834.757324
	Iteration 14Q: 3 clusters Score -579504.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -579545.375000 Penalty: 834.757324
	Iteration 15Q: 3 clusters Score -579545.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -579569.875000 Penalty: 834.757324
	Iteration 16Q: 3 clusters Score -579569.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -579586.687500 Penalty: 834.757324
	Iteration 17Q: 3 clusters Score -579586.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -579596.750000 Penalty: 834.757324
	Iteration 18Q: 3 clusters Score -579596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -579601.062500 Penalty: 834.757324
	Iteration 19Q: 3 clusters Score -579601.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -579605.187500 Penalty: 834.757324
	Iteration 20F: 3 clusters Score -579605.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -579610.875000 Penalty: 834.757324
	Iteration 21Q: 3 clusters Score -579610.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -579617.187500 Penalty: 834.757324
	Iteration 22Q: 3 clusters Score -579617.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -579621.437500 Penalty: 834.757324
	Iteration 23Q: 3 clusters Score -579621.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -579625.625000 Penalty: 834.757324
	Iteration 24Q: 3 clusters Score -579625.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -579630.562500 Penalty: 834.757324
	Iteration 25Q: 3 clusters Score -579630.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -579637.687500 Penalty: 834.757324
	Iteration 26Q: 3 clusters Score -579637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -579644.812500 Penalty: 834.757324
	Iteration 27Q: 3 clusters Score -579644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -579656.875000 Penalty: 834.757324
	Iteration 28Q: 3 clusters Score -579656.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -579670.375000 Penalty: 834.757324
	Iteration 29Q: 3 clusters Score -579670.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -579683.625000 Penalty: 834.757324
	Iteration 30Q: 3 clusters Score -579683.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -579697.250000 Penalty: 834.757324
	Iteration 31Q: 3 clusters Score -579697.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -579705.125000 Penalty: 834.757324
	Iteration 32Q: 3 clusters Score -579705.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -579715.375000 Penalty: 834.757324
	Iteration 33Q: 3 clusters Score -579715.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -579724.062500 Penalty: 834.757324
	Iteration 34Q: 3 clusters Score -579724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -579731.437500 Penalty: 834.757324
	Iteration 35Q: 3 clusters Score -579731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -579738.625000 Penalty: 834.757324
	Iteration 36Q: 3 clusters Score -579738.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -579744.437500 Penalty: 834.757324
	Iteration 37Q: 3 clusters Score -579744.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -579753.625000 Penalty: 834.757324
	Iteration 38Q: 3 clusters Score -579753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -579760.062500 Penalty: 834.757324
	Iteration 39Q: 3 clusters Score -579760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -579770.187500 Penalty: 834.757324
	Iteration 40F: 3 clusters Score -579770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -579782.062500 Penalty: 834.757324
	Iteration 41Q: 3 clusters Score -579782.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -579789.937500 Penalty: 834.757324
	Iteration 42Q: 3 clusters Score -579789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -579793.187500 Penalty: 834.757324
	Iteration 43Q: 3 clusters Score -579793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -579797.625000 Penalty: 834.757324
	Iteration 44Q: 3 clusters Score -579797.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -579803.000000 Penalty: 834.757324
	Iteration 45Q: 3 clusters Score -579803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -579806.750000 Penalty: 834.757324
	Iteration 46Q: 3 clusters Score -579806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -579811.000000 Penalty: 834.757324
	Iteration 47Q: 3 clusters Score -579811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -579818.375000 Penalty: 834.757324
	Iteration 48Q: 3 clusters Score -579818.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -579823.437500 Penalty: 834.757324
	Iteration 49Q: 3 clusters Score -579823.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -579831.562500 Penalty: 834.757324
	Iteration 50Q: 3 clusters Score -579831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -579839.375000 Penalty: 834.757324
	Iteration 51Q: 3 clusters Score -579839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -579843.500000 Penalty: 834.757324
	Iteration 52Q: 3 clusters Score -579843.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -579851.375000 Penalty: 834.757324
	Iteration 53Q: 3 clusters Score -579851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -579860.625000 Penalty: 834.757324
	Iteration 54Q: 3 clusters Score -579860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -579865.875000 Penalty: 834.757324
	Iteration 55Q: 3 clusters Score -579865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -579869.375000 Penalty: 834.757324
	Iteration 56Q: 3 clusters Score -579869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -579871.687500 Penalty: 834.757324
	Iteration 57Q: 3 clusters Score -579871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -579874.062500 Penalty: 834.757324
	Iteration 58Q: 3 clusters Score -579874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -579875.000000 Penalty: 834.757324
	Iteration 59Q: 3 clusters Score -579875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -579878.750000 Penalty: 834.757324
	Iteration 60F: 3 clusters Score -579878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -579879.125000 Penalty: 834.757324
	Iteration 61Q: 3 clusters Score -579879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -579881.125000 Penalty: 834.757324
	Iteration 62Q: 3 clusters Score -579881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -579882.687500 Penalty: 834.757324
	Iteration 63Q: 3 clusters Score -579882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -579885.750000 Penalty: 834.757324
	Iteration 64Q: 3 clusters Score -579885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -579886.562500 Penalty: 834.757324
	Iteration 65Q: 3 clusters Score -579886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -579888.500000 Penalty: 834.757324
	Iteration 66Q: 3 clusters Score -579888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -579891.375000 Penalty: 834.757324
	Iteration 67Q: 3 clusters Score -579891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -579895.562500 Penalty: 834.757324
	Iteration 68Q: 3 clusters Score -579895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -579897.125000 Penalty: 834.757324
	Iteration 69Q: 3 clusters Score -579897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -579898.062500 Penalty: 834.757324
	Iteration 70Q: 3 clusters Score -579898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -579897.937500 Penalty: 834.757324
	Iteration 71Q: 3 clusters Score -579897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -579897.937500 Penalty: 834.757324
	Iteration 72F: 3 clusters Score -579897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (137514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Entering Unmasked Estep 
Score: -8068452.000000 Penalty: 538.332397
	Iteration 0F: 2 clusters Score -8068452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -7976932.500000 Penalty: 1076.664795
	Iteration 0F: 3 clusters Score -7976932 nChanged 67326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -8018793.000000 Penalty: 1076.664795
	Iteration 1F: 3 clusters Score -8018793 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8021734.000000 Penalty: 1076.664795
	Iteration 2Q: 3 clusters Score -8021734 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8025740.000000 Penalty: 1076.664795
	Iteration 3F: 3 clusters Score -8025740 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -8030454.000000 Penalty: 1076.664795
	Iteration 4F: 3 clusters Score -8030454 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -8035534.000000 Penalty: 1076.664795
	Iteration 5F: 3 clusters Score -8035534 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -8040233.000000 Penalty: 1076.664795
	Iteration 6F: 3 clusters Score -8040233 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -8044273.500000 Penalty: 1076.664795
	Iteration 7F: 3 clusters Score -8044274 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -8047503.500000 Penalty: 1076.664795
	Iteration 8Q: 3 clusters Score -8047504 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -8049810.000000 Penalty: 1076.664795
	Iteration 9Q: 3 clusters Score -8049810 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -8051232.000000 Penalty: 1076.664795
	Iteration 10Q: 3 clusters Score -8051232 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -8052110.500000 Penalty: 1076.664795
	Iteration 11Q: 3 clusters Score -8052110 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -8052730.500000 Penalty: 1076.664795
	Iteration 12Q: 3 clusters Score -8052730 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -8053108.500000 Penalty: 1076.664795
	Iteration 13Q: 3 clusters Score -8053108 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -8053497.000000 Penalty: 1076.664795
	Iteration 14Q: 3 clusters Score -8053497 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -8053899.000000 Penalty: 1076.664795
	Iteration 15Q: 3 clusters Score -8053899 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -8054227.500000 Penalty: 1076.664795
	Iteration 16Q: 3 clusters Score -8054228 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8054558.000000 Penalty: 1076.664795
	Iteration 17Q: 3 clusters Score -8054558 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8054835.500000 Penalty: 1076.664795
	Iteration 18Q: 3 clusters Score -8054836 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8055101.500000 Penalty: 1076.664795
	Iteration 19Q: 3 clusters Score -8055102 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8055337.500000 Penalty: 1076.664795
	Iteration 20F: 3 clusters Score -8055338 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8055702.000000 Penalty: 1076.664795
	Iteration 21Q: 3 clusters Score -8055702 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8055970.000000 Penalty: 1076.664795
	Iteration 22Q: 3 clusters Score -8055970 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8056331.500000 Penalty: 1076.664795
	Iteration 23Q: 3 clusters Score -8056332 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -8056708.000000 Penalty: 1076.664795
	Iteration 24Q: 3 clusters Score -8056708 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -8057044.000000 Penalty: 1076.664795
	Iteration 25Q: 3 clusters Score -8057044 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8057402.000000 Penalty: 1076.664795
	Iteration 26Q: 3 clusters Score -8057402 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -8057768.500000 Penalty: 1076.664795
	Iteration 27Q: 3 clusters Score -8057768 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -8058101.000000 Penalty: 1076.664795
	Iteration 28Q: 3 clusters Score -8058101 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -8058457.500000 Penalty: 1076.664795
	Iteration 29Q: 3 clusters Score -8058458 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -8058835.000000 Penalty: 1076.664795
	Iteration 30Q: 3 clusters Score -8058835 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8059211.500000 Penalty: 1076.664795
	Iteration 31Q: 3 clusters Score -8059212 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8059630.000000 Penalty: 1076.664795
	Iteration 32Q: 3 clusters Score -8059630 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8060095.000000 Penalty: 1076.664795
	Iteration 33Q: 3 clusters Score -8060095 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8060628.500000 Penalty: 1076.664795
	Iteration 34Q: 3 clusters Score -8060628 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8061062.000000 Penalty: 1076.664795
	Iteration 35Q: 3 clusters Score -8061062 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -8061610.500000 Penalty: 1076.664795
	Iteration 36Q: 3 clusters Score -8061610 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -8062089.000000 Penalty: 1076.664795
	Iteration 37Q: 3 clusters Score -8062089 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -8062589.500000 Penalty: 1076.664795
	Iteration 38Q: 3 clusters Score -8062590 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -8063122.500000 Penalty: 1076.664795
	Iteration 39Q: 3 clusters Score -8063122 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -8063586.000000 Penalty: 1076.664795
	Iteration 40F: 3 clusters Score -8063586 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -8064062.000000 Penalty: 1076.664795
	Iteration 41Q: 3 clusters Score -8064062 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128265 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -8064577.000000 Penalty: 1076.664795
	Iteration 42Q: 3 clusters Score -8064577 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129576 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -8065067.000000 Penalty: 1076.664795
	Iteration 43Q: 3 clusters Score -8065067 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8065520.500000 Penalty: 1076.664795
	Iteration 44Q: 3 clusters Score -8065520 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8065898.500000 Penalty: 1076.664795
	Iteration 45Q: 3 clusters Score -8065898 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8066273.000000 Penalty: 1076.664795
	Iteration 46Q: 3 clusters Score -8066273 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8066597.500000 Penalty: 1076.664795
	Iteration 47Q: 3 clusters Score -8066598 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8066848.000000 Penalty: 1076.664795
	Iteration 48Q: 3 clusters Score -8066848 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8067138.000000 Penalty: 1076.664795
	Iteration 49Q: 3 clusters Score -8067138 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8067296.500000 Penalty: 1076.664795
	Iteration 50Q: 3 clusters Score -8067296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8067430.500000 Penalty: 1076.664795
	Iteration 51Q: 3 clusters Score -8067430 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135866 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8067554.000000 Penalty: 1076.664795
	Iteration 52Q: 3 clusters Score -8067554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8067662.000000 Penalty: 1076.664795
	Iteration 53Q: 3 clusters Score -8067662 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8067726.500000 Penalty: 1076.664795
	Iteration 54Q: 3 clusters Score -8067726 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8067778.000000 Penalty: 1076.664795
	Iteration 55Q: 3 clusters Score -8067778 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8067820.000000 Penalty: 1076.664795
	Iteration 56Q: 3 clusters Score -8067820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8067852.000000 Penalty: 1076.664795
	Iteration 57Q: 3 clusters Score -8067852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136642 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8067883.000000 Penalty: 1076.664795
	Iteration 58Q: 3 clusters Score -8067883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136688 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8067911.000000 Penalty: 1076.664795
	Iteration 59Q: 3 clusters Score -8067911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8067924.500000 Penalty: 1076.664795
	Iteration 60F: 3 clusters Score -8067924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8067939.000000 Penalty: 1076.664795
	Iteration 61Q: 3 clusters Score -8067939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8067952.500000 Penalty: 1076.664795
	Iteration 62Q: 3 clusters Score -8067952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136811 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8067948.000000 Penalty: 1076.664795
	Iteration 63Q: 3 clusters Score -8067948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136834 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8067961.500000 Penalty: 1076.664795
	Iteration 64Q: 3 clusters Score -8067962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8067967.500000 Penalty: 1076.664795
	Iteration 65Q: 3 clusters Score -8067968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8067972.000000 Penalty: 1076.664795
	Iteration 66Q: 3 clusters Score -8067972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136883 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8067982.000000 Penalty: 1076.664795
	Iteration 67Q: 3 clusters Score -8067982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136894 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8067990.500000 Penalty: 1076.664795
	Iteration 68Q: 3 clusters Score -8067990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8067992.500000 Penalty: 1076.664795
	Iteration 69Q: 3 clusters Score -8067992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136905 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8067994.500000 Penalty: 1076.664795
	Iteration 70Q: 3 clusters Score -8067994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8067995.000000 Penalty: 1076.664795
	Iteration 71Q: 3 clusters Score -8067995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8067991.500000 Penalty: 1076.664795
	Iteration 72Q: 3 clusters Score -8067992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8067993.500000 Penalty: 1076.664795
	Iteration 73Q: 3 clusters Score -8067994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8068000.500000 Penalty: 1076.664795
	Iteration 74Q: 3 clusters Score -8068000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8068004.500000 Penalty: 1076.664795
	Iteration 75Q: 3 clusters Score -8068004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8068007.500000 Penalty: 1076.664795
	Iteration 76Q: 3 clusters Score -8068008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8068007.500000 Penalty: 1076.664795
	Iteration 77Q: 3 clusters Score -8068008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8068009.000000 Penalty: 1076.664795
	Iteration 78Q: 3 clusters Score -8068009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8068013.000000 Penalty: 1076.664795
	Iteration 79Q: 3 clusters Score -8068013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8068013.000000 Penalty: 1076.664795
	Iteration 80F: 3 clusters Score -8068013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Entering Unmasked Estep 
Score: -9045630.000000 Penalty: 542.608398
	Iteration 0F: 2 clusters Score -9045630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -8948242.000000 Penalty: 1085.216797
	Iteration 0F: 3 clusters Score -8948242 nChanged 74164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -8994693.000000 Penalty: 1085.216797
	Iteration 1F: 3 clusters Score -8994693 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -8998694.000000 Penalty: 1085.216797
	Iteration 2Q: 3 clusters Score -8998694 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -9005281.000000 Penalty: 1085.216797
	Iteration 3F: 3 clusters Score -9005281 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -9013844.000000 Penalty: 1085.216797
	Iteration 4F: 3 clusters Score -9013844 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -9023913.000000 Penalty: 1085.216797
	Iteration 5F: 3 clusters Score -9023913 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -9034066.000000 Penalty: 1085.216797
	Iteration 6F: 3 clusters Score -9034066 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9041164.000000 Penalty: 1085.216797
	Iteration 7F: 3 clusters Score -9041164 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -9044350.000000 Penalty: 1085.216797
	Iteration 8Q: 3 clusters Score -9044350 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -9045583.000000 Penalty: 1085.216797
	Iteration 9Q: 3 clusters Score -9045583 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -9046461.000000 Penalty: 1085.216797
	Iteration 10Q: 3 clusters Score -9046461 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -9046977.000000 Penalty: 1085.216797
	Iteration 11Q: 3 clusters Score -9046977 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -9047296.000000 Penalty: 1085.216797
	Iteration 12Q: 3 clusters Score -9047296 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -9047496.000000 Penalty: 1085.216797
	Iteration 13Q: 3 clusters Score -9047496 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -9047616.000000 Penalty: 1085.216797
	Iteration 14Q: 3 clusters Score -9047616 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -9047709.000000 Penalty: 1085.216797
	Iteration 15Q: 3 clusters Score -9047709 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -9047759.000000 Penalty: 1085.216797
	Iteration 16Q: 3 clusters Score -9047759 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -9047789.000000 Penalty: 1085.216797
	Iteration 17Q: 3 clusters Score -9047789 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -9047785.000000 Penalty: 1085.216797
	Iteration 18Q: 3 clusters Score -9047785 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -9047811.000000 Penalty: 1085.216797
	Iteration 19Q: 3 clusters Score -9047811 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -9047813.000000 Penalty: 1085.216797
	Iteration 20F: 3 clusters Score -9047813 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9047846.000000 Penalty: 1085.216797
	Iteration 21Q: 3 clusters Score -9047846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -9047863.000000 Penalty: 1085.216797
	Iteration 22Q: 3 clusters Score -9047863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9047887.000000 Penalty: 1085.216797
	Iteration 23Q: 3 clusters Score -9047887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -9047871.000000 Penalty: 1085.216797
	Iteration 24Q: 3 clusters Score -9047871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -9047913.000000 Penalty: 1085.216797
	Iteration 25Q: 3 clusters Score -9047913 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9047909.000000 Penalty: 1085.216797
	Iteration 26Q: 3 clusters Score -9047909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9047923.000000 Penalty: 1085.216797
	Iteration 27Q: 3 clusters Score -9047923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9047930.000000 Penalty: 1085.216797
	Iteration 28Q: 3 clusters Score -9047930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9047899.000000 Penalty: 1085.216797
	Iteration 29Q: 3 clusters Score -9047899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112025 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -9047909.000000 Penalty: 1085.216797
	Iteration 30Q: 3 clusters Score -9047909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -9047925.000000 Penalty: 1085.216797
	Iteration 31Q: 3 clusters Score -9047925 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -9047909.000000 Penalty: 1085.216797
	Iteration 32Q: 3 clusters Score -9047909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -9047932.000000 Penalty: 1085.216797
	Iteration 33Q: 3 clusters Score -9047932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -9047919.000000 Penalty: 1085.216797
	Iteration 34Q: 3 clusters Score -9047919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9047916.000000 Penalty: 1085.216797
	Iteration 35Q: 3 clusters Score -9047916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -9047915.000000 Penalty: 1085.216797
	Iteration 36Q: 3 clusters Score -9047915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9047911.000000 Penalty: 1085.216797
	Iteration 37Q: 3 clusters Score -9047911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -9047888.000000 Penalty: 1085.216797
	Iteration 38Q: 3 clusters Score -9047888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -9047912.000000 Penalty: 1085.216797
	Iteration 39Q: 3 clusters Score -9047912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112666 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -9047893.000000 Penalty: 1085.216797
	Iteration 40F: 3 clusters Score -9047893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -9047912.000000 Penalty: 1085.216797
	Iteration 41Q: 3 clusters Score -9047912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -9047918.000000 Penalty: 1085.216797
	Iteration 42Q: 3 clusters Score -9047918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9047925.000000 Penalty: 1085.216797
	Iteration 43Q: 3 clusters Score -9047925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -9047922.000000 Penalty: 1085.216797
	Iteration 44Q: 3 clusters Score -9047922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9047920.000000 Penalty: 1085.216797
	Iteration 45Q: 3 clusters Score -9047920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9047941.000000 Penalty: 1085.216797
	Iteration 46Q: 3 clusters Score -9047941 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -9047937.000000 Penalty: 1085.216797
	Iteration 47Q: 3 clusters Score -9047937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -9047949.000000 Penalty: 1085.216797
	Iteration 48Q: 3 clusters Score -9047949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -9047963.000000 Penalty: 1085.216797
	Iteration 49Q: 3 clusters Score -9047963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -9047958.000000 Penalty: 1085.216797
	Iteration 50Q: 3 clusters Score -9047958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9047954.000000 Penalty: 1085.216797
	Iteration 51Q: 3 clusters Score -9047954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113643 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -9047953.000000 Penalty: 1085.216797
	Iteration 52Q: 3 clusters Score -9047953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9047961.000000 Penalty: 1085.216797
	Iteration 53Q: 3 clusters Score -9047961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9047981.000000 Penalty: 1085.216797
	Iteration 54Q: 3 clusters Score -9047981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -9047983.000000 Penalty: 1085.216797
	Iteration 55Q: 3 clusters Score -9047983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9047991.000000 Penalty: 1085.216797
	Iteration 56Q: 3 clusters Score -9047991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -9047986.000000 Penalty: 1085.216797
	Iteration 57Q: 3 clusters Score -9047986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -9047991.000000 Penalty: 1085.216797
	Iteration 58Q: 3 clusters Score -9047991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -9048000.000000 Penalty: 1085.216797
	Iteration 59Q: 3 clusters Score -9048000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -9047991.000000 Penalty: 1085.216797
	Iteration 60F: 3 clusters Score -9047991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9047982.000000 Penalty: 1085.216797
	Iteration 61Q: 3 clusters Score -9047982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -9047982.000000 Penalty: 1085.216797
	Iteration 62Q: 3 clusters Score -9047982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -9047993.000000 Penalty: 1085.216797
	Iteration 63Q: 3 clusters Score -9047993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -9047987.000000 Penalty: 1085.216797
	Iteration 64Q: 3 clusters Score -9047987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -9047977.000000 Penalty: 1085.216797
	Iteration 65Q: 3 clusters Score -9047977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -9047978.000000 Penalty: 1085.216797
	Iteration 66Q: 3 clusters Score -9047978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9047977.000000 Penalty: 1085.216797
	Iteration 67Q: 3 clusters Score -9047977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -9047991.000000 Penalty: 1085.216797
	Iteration 68Q: 3 clusters Score -9047991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114401 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -9047985.000000 Penalty: 1085.216797
	Iteration 69Q: 3 clusters Score -9047985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -9047989.000000 Penalty: 1085.216797
	Iteration 70Q: 3 clusters Score -9047989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9047993.000000 Penalty: 1085.216797
	Iteration 71Q: 3 clusters Score -9047993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -9047995.000000 Penalty: 1085.216797
	Iteration 72Q: 3 clusters Score -9047995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -9048008.000000 Penalty: 1085.216797
	Iteration 73Q: 3 clusters Score -9048008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -9048008.000000 Penalty: 1085.216797
	Iteration 74Q: 3 clusters Score -9048008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -9048012.000000 Penalty: 1085.216797
	Iteration 75Q: 3 clusters Score -9048012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114455 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -9048019.000000 Penalty: 1085.216797
	Iteration 76Q: 3 clusters Score -9048019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -9048011.000000 Penalty: 1085.216797
	Iteration 77Q: 3 clusters Score -9048011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -9048014.000000 Penalty: 1085.216797
	Iteration 78Q: 3 clusters Score -9048014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -9048017.000000 Penalty: 1085.216797
	Iteration 79Q: 3 clusters Score -9048017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -9048016.000000 Penalty: 1085.216797
	Iteration 80F: 3 clusters Score -9048016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 115159 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Entering Unmasked Estep 
Score: -58135992.000000 Penalty: 16363.299805
Splitting cluster 8 changes total score from -58133208.000000 to -58135992.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -877415.937500 Penalty: 435.813141
	Iteration 0F: 2 clusters Score -877415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -867763.750000 Penalty: 871.626282
	Iteration 0F: 3 clusters Score -867763.8 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -871872.062500 Penalty: 871.626282
	Iteration 1F: 3 clusters Score -871872.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -872278.250000 Penalty: 871.626282
	Iteration 2F: 3 clusters Score -872278.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -872761.187500 Penalty: 871.626282
	Iteration 3F: 3 clusters Score -872761.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -873254.750000 Penalty: 871.626282
	Iteration 4F: 3 clusters Score -873254.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -873723.312500 Penalty: 871.626282
	Iteration 5F: 3 clusters Score -873723.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -874193.187500 Penalty: 871.626282
	Iteration 6F: 3 clusters Score -874193.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -874547.187500 Penalty: 871.626282
	Iteration 7Q: 3 clusters Score -874547.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -874828.687500 Penalty: 871.626282
	Iteration 8Q: 3 clusters Score -874828.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -874996.250000 Penalty: 871.626282
	Iteration 9Q: 3 clusters Score -874996.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -875106.062500 Penalty: 871.626282
	Iteration 10Q: 3 clusters Score -875106.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -875210.250000 Penalty: 871.626282
	Iteration 11Q: 3 clusters Score -875210.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -875322.625000 Penalty: 871.626282
	Iteration 12Q: 3 clusters Score -875322.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -875430.562500 Penalty: 871.626282
	Iteration 13Q: 3 clusters Score -875430.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -875570.937500 Penalty: 871.626282
	Iteration 14Q: 3 clusters Score -875570.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -875774.937500 Penalty: 871.626282
	Iteration 15Q: 3 clusters Score -875774.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -876012.437500 Penalty: 871.626282
	Iteration 16Q: 3 clusters Score -876012.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -876250.250000 Penalty: 871.626282
	Iteration 17Q: 3 clusters Score -876250.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -876500.625000 Penalty: 871.626282
	Iteration 18Q: 3 clusters Score -876500.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -876747.187500 Penalty: 871.626282
	Iteration 19Q: 3 clusters Score -876747.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -876969.437500 Penalty: 871.626282
	Iteration 20F: 3 clusters Score -876969.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -877124.687500 Penalty: 871.626282
	Iteration 21Q: 3 clusters Score -877124.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -877224.750000 Penalty: 871.626282
	Iteration 22Q: 3 clusters Score -877224.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -877279.000000 Penalty: 871.626282
	Iteration 23Q: 3 clusters Score -877279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -877300.000000 Penalty: 871.626282
	Iteration 24Q: 3 clusters Score -877300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -877316.375000 Penalty: 871.626282
	Iteration 25Q: 3 clusters Score -877316.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -877323.187500 Penalty: 871.626282
	Iteration 26Q: 3 clusters Score -877323.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -877324.437500 Penalty: 871.626282
	Iteration 27Q: 3 clusters Score -877324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -877329.625000 Penalty: 871.626282
	Iteration 28Q: 3 clusters Score -877329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -877333.812500 Penalty: 871.626282
	Iteration 29Q: 3 clusters Score -877333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -877334.375000 Penalty: 871.626282
	Iteration 30Q: 3 clusters Score -877334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -877337.125000 Penalty: 871.626282
	Iteration 31Q: 3 clusters Score -877337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -877336.562500 Penalty: 871.626282
	Iteration 32Q: 3 clusters Score -877336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -877337.375000 Penalty: 871.626282
	Iteration 33Q: 3 clusters Score -877337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -877338.312500 Penalty: 871.626282
	Iteration 34Q: 3 clusters Score -877338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -877337.312500 Penalty: 871.626282
	Iteration 35Q: 3 clusters Score -877337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -877337.250000 Penalty: 871.626282
	Iteration 36Q: 3 clusters Score -877337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -877337.250000 Penalty: 871.626282
	Iteration 37F: 3 clusters Score -877337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -318325.218750 Penalty: 393.851868
	Iteration 0F: 2 clusters Score -318325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -314654.468750 Penalty: 787.703735
	Iteration 0F: 3 clusters Score -314654.5 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -317371.718750 Penalty: 787.703735
	Iteration 1F: 3 clusters Score -317371.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -319182.281250 Penalty: 787.703735
	Iteration 2F: 3 clusters Score -319182.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -320158.062500 Penalty: 787.703735
	Iteration 3F: 3 clusters Score -320158.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -320435.656250 Penalty: 787.703735
	Iteration 4F: 3 clusters Score -320435.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -320549.968750 Penalty: 787.703735
	Iteration 5Q: 3 clusters Score -320550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -320622.687500 Penalty: 787.703735
	Iteration 6Q: 3 clusters Score -320622.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -320647.562500 Penalty: 787.703735
	Iteration 7Q: 3 clusters Score -320647.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -320708.250000 Penalty: 787.703735
	Iteration 8Q: 3 clusters Score -320708.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -320742.531250 Penalty: 787.703735
	Iteration 9Q: 3 clusters Score -320742.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -320747.000000 Penalty: 787.703735
	Iteration 10Q: 3 clusters Score -320747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -320770.468750 Penalty: 787.703735
	Iteration 11Q: 3 clusters Score -320770.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -320769.031250 Penalty: 787.703735
	Iteration 12Q: 3 clusters Score -320769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -320779.906250 Penalty: 787.703735
	Iteration 13Q: 3 clusters Score -320779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -320798.968750 Penalty: 787.703735
	Iteration 14Q: 3 clusters Score -320799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -320795.562500 Penalty: 787.703735
	Iteration 15Q: 3 clusters Score -320795.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -320806.718750 Penalty: 787.703735
	Iteration 16Q: 3 clusters Score -320806.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -320797.375000 Penalty: 787.703735
	Iteration 17Q: 3 clusters Score -320797.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -320790.218750 Penalty: 787.703735
	Iteration 18Q: 3 clusters Score -320790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -320826.625000 Penalty: 787.703735
	Iteration 19Q: 3 clusters Score -320826.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -320823.906250 Penalty: 787.703735
	Iteration 20F: 3 clusters Score -320823.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -320828.281250 Penalty: 787.703735
	Iteration 21Q: 3 clusters Score -320828.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -320824.000000 Penalty: 787.703735
	Iteration 22Q: 3 clusters Score -320824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -320817.625000 Penalty: 787.703735
	Iteration 23Q: 3 clusters Score -320817.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -320813.437500 Penalty: 787.703735
	Iteration 24Q: 3 clusters Score -320813.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -320832.781250 Penalty: 787.703735
	Iteration 25Q: 3 clusters Score -320832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -320833.656250 Penalty: 787.703735
	Iteration 26Q: 3 clusters Score -320833.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -320833.593750 Penalty: 787.703735
	Iteration 27Q: 3 clusters Score -320833.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -320844.718750 Penalty: 787.703735
	Iteration 28Q: 3 clusters Score -320844.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -320864.343750 Penalty: 787.703735
	Iteration 29Q: 3 clusters Score -320864.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -320899.343750 Penalty: 787.703735
	Iteration 30Q: 3 clusters Score -320899.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -321026.562500 Penalty: 787.703735
	Iteration 31Q: 3 clusters Score -321026.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -321515.468750 Penalty: 787.703735
	Iteration 32Q: 3 clusters Score -321515.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -323438.843750 Penalty: 787.703735
	Iteration 33Q: 3 clusters Score -323438.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -327339.343750 Penalty: 787.703735
	Iteration 34Q: 3 clusters Score -327339.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -327544.562500 Penalty: 787.703735
	Iteration 35Q: 3 clusters Score -327544.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -327706.187500 Penalty: 787.703735
	Iteration 36Q: 3 clusters Score -327706.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -327872.593750 Penalty: 787.703735
	Iteration 37Q: 3 clusters Score -327872.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -328066.718750 Penalty: 787.703735
	Iteration 38Q: 3 clusters Score -328066.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -328325.531250 Penalty: 787.703735
	Iteration 39Q: 3 clusters Score -328325.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -328577.937500 Penalty: 787.703735
	Iteration 40F: 3 clusters Score -328577.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -328837.125000 Penalty: 787.703735
	Iteration 41Q: 3 clusters Score -328837.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -329068.562500 Penalty: 787.703735
	Iteration 42Q: 3 clusters Score -329068.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -329408.593750 Penalty: 787.703735
	Iteration 43Q: 3 clusters Score -329408.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -329870.406250 Penalty: 787.703735
	Iteration 44Q: 3 clusters Score -329870.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -330529.625000 Penalty: 787.703735
	Iteration 45Q: 3 clusters Score -330529.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -331354.281250 Penalty: 787.703735
	Iteration 46Q: 3 clusters Score -331354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -331410.218750 Penalty: 787.703735
	Iteration 47Q: 3 clusters Score -331410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -331410.218750 Penalty: 787.703735
	Iteration 48F: 3 clusters Score -331410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 115159 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Entering Unmasked Estep 
Score: -58148928.000000 Penalty: 16992.658203
Splitting cluster 10 changes total score from -58133208.000000 to -58148928.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -19592.638672 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -19592.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19031.011719 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -19031.01 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19787.710938 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -19787.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20479.105469 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -20479.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20850.216797 Penalty: 604.466309
	Iteration 3F: 3 clusters Score -20850.22 nChanged 39
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: -20990.113281 Penalty: 604.466309
	Iteration 4F: 3 clusters Score -20990.11 nChanged 22
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: -21026.601562 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -21026.6 nChanged 12
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: -21046.599609 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -21046.6 nChanged 11
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: -21066.644531 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -21066.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21083.953125 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -21083.95 nChanged 5
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: -21088.103516 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -21088.1 nChanged 2
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: -21089.283203 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -21089.28 nChanged 3
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: -21091.125000 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -21091.12 nChanged 0
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: -21091.125000 Penalty: 604.466309
	Iteration 12F: 3 clusters Score -21091.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 115159 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Entering Unmasked Estep 
Score: -58150040.000000 Penalty: 17622.015625
Splitting cluster 11 changes total score from -58133208.000000 to -58150040.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (21969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Entering Unmasked Estep 
Score: -1316191.625000 Penalty: 454.881134
	Iteration 0F: 2 clusters Score -1316192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1301597.875000 Penalty: 909.762268
	Iteration 0F: 3 clusters Score -1301598 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1308126.125000 Penalty: 909.762268
	Iteration 1F: 3 clusters Score -1308126 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1309044.875000 Penalty: 909.762268
	Iteration 2F: 3 clusters Score -1309045 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1310230.875000 Penalty: 909.762268
	Iteration 3F: 3 clusters Score -1310231 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1311668.750000 Penalty: 909.762268
	Iteration 4F: 3 clusters Score -1311669 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1313130.000000 Penalty: 909.762268
	Iteration 5F: 3 clusters Score -1313130 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1314302.000000 Penalty: 909.762268
	Iteration 6F: 3 clusters Score -1314302 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1315040.500000 Penalty: 909.762268
	Iteration 7Q: 3 clusters Score -1315040 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -1315459.375000 Penalty: 909.762268
	Iteration 8Q: 3 clusters Score -1315459 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -1315646.750000 Penalty: 909.762268
	Iteration 9Q: 3 clusters Score -1315647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1315720.250000 Penalty: 909.762268
	Iteration 10Q: 3 clusters Score -1315720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1315770.375000 Penalty: 909.762268
	Iteration 11Q: 3 clusters Score -1315770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1315802.500000 Penalty: 909.762268
	Iteration 12Q: 3 clusters Score -1315802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -1315824.000000 Penalty: 909.762268
	Iteration 13Q: 3 clusters Score -1315824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -1315840.000000 Penalty: 909.762268
	Iteration 14Q: 3 clusters Score -1315840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -1315848.750000 Penalty: 909.762268
	Iteration 15Q: 3 clusters Score -1315849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1315857.000000 Penalty: 909.762268
	Iteration 16Q: 3 clusters Score -1315857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1315860.500000 Penalty: 909.762268
	Iteration 17Q: 3 clusters Score -1315860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -1315861.625000 Penalty: 909.762268
	Iteration 18Q: 3 clusters Score -1315862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1315862.750000 Penalty: 909.762268
	Iteration 19Q: 3 clusters Score -1315863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1315863.375000 Penalty: 909.762268
	Iteration 20F: 3 clusters Score -1315863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Entering Unmasked Estep 
Score: -4364289.000000 Penalty: 509.338287
	Iteration 0F: 2 clusters Score -4364289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4314995.000000 Penalty: 1018.676575
	Iteration 0F: 3 clusters Score -4314995 nChanged 35445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4336216.500000 Penalty: 1018.676575
	Iteration 1F: 3 clusters Score -4336216 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4336683.000000 Penalty: 1018.676575
	Iteration 2Q: 3 clusters Score -4336683 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4337329.500000 Penalty: 1018.676575
	Iteration 3Q: 3 clusters Score -4337330 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -4338446.500000 Penalty: 1018.676575
	Iteration 4Q: 3 clusters Score -4338446 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4340413.500000 Penalty: 1018.676575
	Iteration 5Q: 3 clusters Score -4340414 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -4343843.500000 Penalty: 1018.676575
	Iteration 6F: 3 clusters Score -4343844 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -4348434.500000 Penalty: 1018.676575
	Iteration 7F: 3 clusters Score -4348434 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -4353265.500000 Penalty: 1018.676575
	Iteration 8F: 3 clusters Score -4353266 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -4357099.000000 Penalty: 1018.676575
	Iteration 9F: 3 clusters Score -4357099 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -4359859.000000 Penalty: 1018.676575
	Iteration 10Q: 3 clusters Score -4359859 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -4361875.500000 Penalty: 1018.676575
	Iteration 11Q: 3 clusters Score -4361876 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -4363017.500000 Penalty: 1018.676575
	Iteration 12Q: 3 clusters Score -4363018 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -4363556.000000 Penalty: 1018.676575
	Iteration 13Q: 3 clusters Score -4363556 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -4363723.500000 Penalty: 1018.676575
	Iteration 14Q: 3 clusters Score -4363724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -4363791.000000 Penalty: 1018.676575
	Iteration 15Q: 3 clusters Score -4363791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -4363801.000000 Penalty: 1018.676575
	Iteration 16Q: 3 clusters Score -4363801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -4363804.500000 Penalty: 1018.676575
	Iteration 17Q: 3 clusters Score -4363804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -4363804.500000 Penalty: 1018.676575
	Iteration 18F: 3 clusters Score -4363804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -410854.812500 Penalty: 403.165619
	Iteration 0F: 2 clusters Score -410854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -406140.968750 Penalty: 806.331238
	Iteration 0F: 3 clusters Score -406141 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -408163.625000 Penalty: 806.331238
	Iteration 1F: 3 clusters Score -408163.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -408463.125000 Penalty: 806.331238
	Iteration 2F: 3 clusters Score -408463.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -408811.250000 Penalty: 806.331238
	Iteration 3F: 3 clusters Score -408811.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -409212.125000 Penalty: 806.331238
	Iteration 4F: 3 clusters Score -409212.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -409607.750000 Penalty: 806.331238
	Iteration 5F: 3 clusters Score -409607.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -409896.781250 Penalty: 806.331238
	Iteration 6F: 3 clusters Score -409896.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -410072.468750 Penalty: 806.331238
	Iteration 7Q: 3 clusters Score -410072.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -410210.843750 Penalty: 806.331238
	Iteration 8Q: 3 clusters Score -410210.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -410328.156250 Penalty: 806.331238
	Iteration 9Q: 3 clusters Score -410328.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -410423.375000 Penalty: 806.331238
	Iteration 10Q: 3 clusters Score -410423.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -410505.531250 Penalty: 806.331238
	Iteration 11Q: 3 clusters Score -410505.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -410571.437500 Penalty: 806.331238
	Iteration 12Q: 3 clusters Score -410571.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -410619.500000 Penalty: 806.331238
	Iteration 13Q: 3 clusters Score -410619.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -410655.656250 Penalty: 806.331238
	Iteration 14Q: 3 clusters Score -410655.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -410677.937500 Penalty: 806.331238
	Iteration 15Q: 3 clusters Score -410677.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -410709.156250 Penalty: 806.331238
	Iteration 16Q: 3 clusters Score -410709.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -410728.937500 Penalty: 806.331238
	Iteration 17Q: 3 clusters Score -410728.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -410738.750000 Penalty: 806.331238
	Iteration 18Q: 3 clusters Score -410738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -410745.500000 Penalty: 806.331238
	Iteration 19Q: 3 clusters Score -410745.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -410747.437500 Penalty: 806.331238
	Iteration 20F: 3 clusters Score -410747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -410752.937500 Penalty: 806.331238
	Iteration 21Q: 3 clusters Score -410752.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -410759.781250 Penalty: 806.331238
	Iteration 22Q: 3 clusters Score -410759.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -410770.468750 Penalty: 806.331238
	Iteration 23Q: 3 clusters Score -410770.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -410777.875000 Penalty: 806.331238
	Iteration 24Q: 3 clusters Score -410777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -410785.968750 Penalty: 806.331238
	Iteration 25Q: 3 clusters Score -410786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -410791.375000 Penalty: 806.331238
	Iteration 26Q: 3 clusters Score -410791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -410794.250000 Penalty: 806.331238
	Iteration 27Q: 3 clusters Score -410794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -410798.468750 Penalty: 806.331238
	Iteration 28Q: 3 clusters Score -410798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -410799.687500 Penalty: 806.331238
	Iteration 29Q: 3 clusters Score -410799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -410802.156250 Penalty: 806.331238
	Iteration 30Q: 3 clusters Score -410802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -410803.343750 Penalty: 806.331238
	Iteration 31Q: 3 clusters Score -410803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -410804.750000 Penalty: 806.331238
	Iteration 32Q: 3 clusters Score -410804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -410808.625000 Penalty: 806.331238
	Iteration 33Q: 3 clusters Score -410808.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -410818.156250 Penalty: 806.331238
	Iteration 34Q: 3 clusters Score -410818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -410828.406250 Penalty: 806.331238
	Iteration 35Q: 3 clusters Score -410828.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -410851.937500 Penalty: 806.331238
	Iteration 36Q: 3 clusters Score -410851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -410870.218750 Penalty: 806.331238
	Iteration 37Q: 3 clusters Score -410870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -410885.031250 Penalty: 806.331238
	Iteration 38Q: 3 clusters Score -410885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -410919.562500 Penalty: 806.331238
	Iteration 39Q: 3 clusters Score -410919.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -410976.343750 Penalty: 806.331238
	Iteration 40F: 3 clusters Score -410976.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -411009.187500 Penalty: 806.331238
	Iteration 41Q: 3 clusters Score -411009.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -411027.906250 Penalty: 806.331238
	Iteration 42Q: 3 clusters Score -411027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -411034.156250 Penalty: 806.331238
	Iteration 43Q: 3 clusters Score -411034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -411041.781250 Penalty: 806.331238
	Iteration 44Q: 3 clusters Score -411041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -411044.031250 Penalty: 806.331238
	Iteration 45Q: 3 clusters Score -411044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -411044.406250 Penalty: 806.331238
	Iteration 46Q: 3 clusters Score -411044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -411046.125000 Penalty: 806.331238
	Iteration 47Q: 3 clusters Score -411046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -411046.156250 Penalty: 806.331238
	Iteration 48Q: 3 clusters Score -411046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -411047.343750 Penalty: 806.331238
	Iteration 49Q: 3 clusters Score -411047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -411047.718750 Penalty: 806.331238
	Iteration 50Q: 3 clusters Score -411047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -411047.906250 Penalty: 806.331238
	Iteration 51Q: 3 clusters Score -411047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -411048.062500 Penalty: 806.331238
	Iteration 52Q: 3 clusters Score -411048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -411048.062500 Penalty: 806.331238
	Iteration 53F: 3 clusters Score -411048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 115159 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Entering Unmasked Estep 
Score: -58150032.000000 Penalty: 18251.373047
Splitting cluster 15 changes total score from -58133208.000000 to -58150032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (115159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Entering Unmasked Estep 
Score: -6902389.500000 Penalty: 530.260132
	Iteration 0F: 2 clusters Score -6902390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6826963.000000 Penalty: 1060.520264
	Iteration 0F: 3 clusters Score -6826963 nChanged 56485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -6861487.000000 Penalty: 1060.520264
	Iteration 1F: 3 clusters Score -6861487 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -6862508.000000 Penalty: 1060.520264
	Iteration 2Q: 3 clusters Score -6862508 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -6863891.500000 Penalty: 1060.520264
	Iteration 3Q: 3 clusters Score -6863892 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -6865796.500000 Penalty: 1060.520264
	Iteration 4Q: 3 clusters Score -6865796 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -6868846.000000 Penalty: 1060.520264
	Iteration 5Q: 3 clusters Score -6868846 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6873724.000000 Penalty: 1060.520264
	Iteration 6F: 3 clusters Score -6873724 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -6879897.500000 Penalty: 1060.520264
	Iteration 7F: 3 clusters Score -6879898 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6884559.000000 Penalty: 1060.520264
	Iteration 8F: 3 clusters Score -6884559 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6886482.500000 Penalty: 1060.520264
	Iteration 9Q: 3 clusters Score -6886482 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6887275.000000 Penalty: 1060.520264
	Iteration 10Q: 3 clusters Score -6887275 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6887801.000000 Penalty: 1060.520264
	Iteration 11Q: 3 clusters Score -6887801 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -6888205.000000 Penalty: 1060.520264
	Iteration 12Q: 3 clusters Score -6888205 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -6888719.500000 Penalty: 1060.520264
	Iteration 13Q: 3 clusters Score -6888720 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -6889219.000000 Penalty: 1060.520264
	Iteration 14Q: 3 clusters Score -6889219 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6889661.000000 Penalty: 1060.520264
	Iteration 15Q: 3 clusters Score -6889661 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -6890234.500000 Penalty: 1060.520264
	Iteration 16Q: 3 clusters Score -6890234 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -6890775.500000 Penalty: 1060.520264
	Iteration 17Q: 3 clusters Score -6890776 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -6891281.000000 Penalty: 1060.520264
	Iteration 18Q: 3 clusters Score -6891281 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -6891827.000000 Penalty: 1060.520264
	Iteration 19Q: 3 clusters Score -6891827 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -6892417.500000 Penalty: 1060.520264
	Iteration 20F: 3 clusters Score -6892418 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6892984.500000 Penalty: 1060.520264
	Iteration 21Q: 3 clusters Score -6892984 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6893482.500000 Penalty: 1060.520264
	Iteration 22Q: 3 clusters Score -6893482 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6894081.000000 Penalty: 1060.520264
	Iteration 23Q: 3 clusters Score -6894081 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -6894554.000000 Penalty: 1060.520264
	Iteration 24Q: 3 clusters Score -6894554 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -6895046.500000 Penalty: 1060.520264
	Iteration 25Q: 3 clusters Score -6895046 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6895598.000000 Penalty: 1060.520264
	Iteration 26Q: 3 clusters Score -6895598 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -6896154.500000 Penalty: 1060.520264
	Iteration 27Q: 3 clusters Score -6896154 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -6896648.500000 Penalty: 1060.520264
	Iteration 28Q: 3 clusters Score -6896648 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6897161.500000 Penalty: 1060.520264
	Iteration 29Q: 3 clusters Score -6897162 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -6897618.500000 Penalty: 1060.520264
	Iteration 30Q: 3 clusters Score -6897618 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6898039.500000 Penalty: 1060.520264
	Iteration 31Q: 3 clusters Score -6898040 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -6898456.500000 Penalty: 1060.520264
	Iteration 32Q: 3 clusters Score -6898456 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6898813.500000 Penalty: 1060.520264
	Iteration 33Q: 3 clusters Score -6898814 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6899098.500000 Penalty: 1060.520264
	Iteration 34Q: 3 clusters Score -6899098 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6899383.000000 Penalty: 1060.520264
	Iteration 35Q: 3 clusters Score -6899383 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -6899710.000000 Penalty: 1060.520264
	Iteration 36Q: 3 clusters Score -6899710 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -6899934.000000 Penalty: 1060.520264
	Iteration 37Q: 3 clusters Score -6899934 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -6900195.500000 Penalty: 1060.520264
	Iteration 38Q: 3 clusters Score -6900196 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -6900426.000000 Penalty: 1060.520264
	Iteration 39Q: 3 clusters Score -6900426 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -6900655.000000 Penalty: 1060.520264
	Iteration 40F: 3 clusters Score -6900655 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6900869.500000 Penalty: 1060.520264
	Iteration 41Q: 3 clusters Score -6900870 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6901051.000000 Penalty: 1060.520264
	Iteration 42Q: 3 clusters Score -6901051 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -6901169.500000 Penalty: 1060.520264
	Iteration 43Q: 3 clusters Score -6901170 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -6901341.000000 Penalty: 1060.520264
	Iteration 44Q: 3 clusters Score -6901341 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -6901388.000000 Penalty: 1060.520264
	Iteration 45Q: 3 clusters Score -6901388 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6901475.000000 Penalty: 1060.520264
	Iteration 46Q: 3 clusters Score -6901475 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -6901556.000000 Penalty: 1060.520264
	Iteration 47Q: 3 clusters Score -6901556 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -6901597.000000 Penalty: 1060.520264
	Iteration 48Q: 3 clusters Score -6901597 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -6901642.500000 Penalty: 1060.520264
	Iteration 49Q: 3 clusters Score -6901642 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6901690.000000 Penalty: 1060.520264
	Iteration 50Q: 3 clusters Score -6901690 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -6901720.500000 Penalty: 1060.520264
	Iteration 51Q: 3 clusters Score -6901720 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -6901764.000000 Penalty: 1060.520264
	Iteration 52Q: 3 clusters Score -6901764 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6901789.500000 Penalty: 1060.520264
	Iteration 53Q: 3 clusters Score -6901790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6901832.500000 Penalty: 1060.520264
	Iteration 54Q: 3 clusters Score -6901832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6901868.000000 Penalty: 1060.520264
	Iteration 55Q: 3 clusters Score -6901868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -6901893.500000 Penalty: 1060.520264
	Iteration 56Q: 3 clusters Score -6901894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -6901926.000000 Penalty: 1060.520264
	Iteration 57Q: 3 clusters Score -6901926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108993 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -6901920.500000 Penalty: 1060.520264
	Iteration 58Q: 3 clusters Score -6901920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109132 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -6901935.500000 Penalty: 1060.520264
	Iteration 59Q: 3 clusters Score -6901936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -6901949.500000 Penalty: 1060.520264
	Iteration 60F: 3 clusters Score -6901950 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -6901972.500000 Penalty: 1060.520264
	Iteration 61Q: 3 clusters Score -6901972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6902023.000000 Penalty: 1060.520264
	Iteration 62Q: 3 clusters Score -6902023 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6902067.500000 Penalty: 1060.520264
	Iteration 63Q: 3 clusters Score -6902068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -6902116.500000 Penalty: 1060.520264
	Iteration 64Q: 3 clusters Score -6902116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6902166.500000 Penalty: 1060.520264
	Iteration 65Q: 3 clusters Score -6902166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -6902222.000000 Penalty: 1060.520264
	Iteration 66Q: 3 clusters Score -6902222 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6902263.500000 Penalty: 1060.520264
	Iteration 67Q: 3 clusters Score -6902264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6902303.000000 Penalty: 1060.520264
	Iteration 68Q: 3 clusters Score -6902303 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -6902323.500000 Penalty: 1060.520264
	Iteration 69Q: 3 clusters Score -6902324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6902337.000000 Penalty: 1060.520264
	Iteration 70Q: 3 clusters Score -6902337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6902366.000000 Penalty: 1060.520264
	Iteration 71Q: 3 clusters Score -6902366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -6902382.000000 Penalty: 1060.520264
	Iteration 72Q: 3 clusters Score -6902382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6902394.000000 Penalty: 1060.520264
	Iteration 73Q: 3 clusters Score -6902394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6902401.500000 Penalty: 1060.520264
	Iteration 74Q: 3 clusters Score -6902402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6902411.500000 Penalty: 1060.520264
	Iteration 75Q: 3 clusters Score -6902412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6902413.500000 Penalty: 1060.520264
	Iteration 76Q: 3 clusters Score -6902414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110771 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6902414.500000 Penalty: 1060.520264
	Iteration 77Q: 3 clusters Score -6902414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6902431.000000 Penalty: 1060.520264
	Iteration 78Q: 3 clusters Score -6902431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6902431.500000 Penalty: 1060.520264
	Iteration 79Q: 3 clusters Score -6902432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6902435.500000 Penalty: 1060.520264
	Iteration 80F: 3 clusters Score -6902436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6902432.500000 Penalty: 1060.520264
	Iteration 81Q: 3 clusters Score -6902432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6902435.000000 Penalty: 1060.520264
	Iteration 82Q: 3 clusters Score -6902435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6902428.500000 Penalty: 1060.520264
	Iteration 83Q: 3 clusters Score -6902428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6902432.500000 Penalty: 1060.520264
	Iteration 84Q: 3 clusters Score -6902432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6902429.500000 Penalty: 1060.520264
	Iteration 85Q: 3 clusters Score -6902430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -6902431.000000 Penalty: 1060.520264
	Iteration 86Q: 3 clusters Score -6902431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6902426.500000 Penalty: 1060.520264
	Iteration 87Q: 3 clusters Score -6902426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6902436.000000 Penalty: 1060.520264
	Iteration 88Q: 3 clusters Score -6902436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6902438.000000 Penalty: 1060.520264
	Iteration 89Q: 3 clusters Score -6902438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6902444.000000 Penalty: 1060.520264
	Iteration 90Q: 3 clusters Score -6902444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6902451.500000 Penalty: 1060.520264
	Iteration 91Q: 3 clusters Score -6902452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6902450.000000 Penalty: 1060.520264
	Iteration 92Q: 3 clusters Score -6902450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6902451.000000 Penalty: 1060.520264
	Iteration 93Q: 3 clusters Score -6902451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6902461.500000 Penalty: 1060.520264
	Iteration 94Q: 3 clusters Score -6902462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6902455.500000 Penalty: 1060.520264
	Iteration 95Q: 3 clusters Score -6902456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6902452.500000 Penalty: 1060.520264
	Iteration 96Q: 3 clusters Score -6902452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6902448.000000 Penalty: 1060.520264
	Iteration 97Q: 3 clusters Score -6902448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6902454.500000 Penalty: 1060.520264
	Iteration 98Q: 3 clusters Score -6902454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6902456.000000 Penalty: 1060.520264
	Iteration 99Q: 3 clusters Score -6902456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -6902458.000000 Penalty: 1060.520264
	Iteration 100F: 3 clusters Score -6902458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6902459.000000 Penalty: 1060.520264
	Iteration 101Q: 3 clusters Score -6902459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6902460.000000 Penalty: 1060.520264
	Iteration 102Q: 3 clusters Score -6902460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6902464.500000 Penalty: 1060.520264
	Iteration 103Q: 3 clusters Score -6902464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6902466.000000 Penalty: 1060.520264
	Iteration 104Q: 3 clusters Score -6902466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6902468.000000 Penalty: 1060.520264
	Iteration 105Q: 3 clusters Score -6902468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6902472.000000 Penalty: 1060.520264
	Iteration 106Q: 3 clusters Score -6902472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6902468.000000 Penalty: 1060.520264
	Iteration 107Q: 3 clusters Score -6902468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6902464.500000 Penalty: 1060.520264
	Iteration 108Q: 3 clusters Score -6902464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6902464.500000 Penalty: 1060.520264
	Iteration 109F: 3 clusters Score -6902464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Entering Unmasked Estep 
Score: -58149840.000000 Penalty: 18880.730469
Splitting cluster 16 changes total score from -58133208.000000 to -58149840.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -109411.007812 Penalty: 339.765381
	Iteration 0F: 2 clusters Score -109411 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 846 members 
Entering Unmasked Estep 
Score: -108154.460938 Penalty: 679.530762
	Iteration 0F: 3 clusters Score -108154.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -108594.742188 Penalty: 679.530762
	Iteration 1F: 3 clusters Score -108594.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108657.679688 Penalty: 679.530762
	Iteration 2F: 3 clusters Score -108657.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -108706.507812 Penalty: 679.530762
	Iteration 3F: 3 clusters Score -108706.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108748.968750 Penalty: 679.530762
	Iteration 4Q: 3 clusters Score -108749 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108795.945312 Penalty: 679.530762
	Iteration 5Q: 3 clusters Score -108795.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108849.554688 Penalty: 679.530762
	Iteration 6Q: 3 clusters Score -108849.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108915.617188 Penalty: 679.530762
	Iteration 7Q: 3 clusters Score -108915.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108958.773438 Penalty: 679.530762
	Iteration 8Q: 3 clusters Score -108958.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -108994.242188 Penalty: 679.530762
	Iteration 9Q: 3 clusters Score -108994.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -109023.593750 Penalty: 679.530762
	Iteration 10Q: 3 clusters Score -109023.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -109053.460938 Penalty: 679.530762
	Iteration 11Q: 3 clusters Score -109053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -109078.468750 Penalty: 679.530762
	Iteration 12Q: 3 clusters Score -109078.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -109095.359375 Penalty: 679.530762
	Iteration 13Q: 3 clusters Score -109095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -109102.835938 Penalty: 679.530762
	Iteration 14Q: 3 clusters Score -109102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -109106.148438 Penalty: 679.530762
	Iteration 15Q: 3 clusters Score -109106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -109107.710938 Penalty: 679.530762
	Iteration 16Q: 3 clusters Score -109107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -109110.382812 Penalty: 679.530762
	Iteration 17Q: 3 clusters Score -109110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -109114.851562 Penalty: 679.530762
	Iteration 18Q: 3 clusters Score -109114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -109116.429688 Penalty: 679.530762
	Iteration 19Q: 3 clusters Score -109116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -109117.468750 Penalty: 679.530762
	Iteration 20F: 3 clusters Score -109117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -109118.640625 Penalty: 679.530762
	Iteration 21Q: 3 clusters Score -109118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -109121.179688 Penalty: 679.530762
	Iteration 22Q: 3 clusters Score -109121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -109121.570312 Penalty: 679.530762
	Iteration 23Q: 3 clusters Score -109121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -109121.734375 Penalty: 679.530762
	Iteration 24Q: 3 clusters Score -109121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -109122.179688 Penalty: 679.530762
	Iteration 25Q: 3 clusters Score -109122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -109122.179688 Penalty: 679.530762
	Iteration 26F: 3 clusters Score -109122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -143592.921875 Penalty: 356.464874
	Iteration 0F: 2 clusters Score -143592.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -141860.796875 Penalty: 712.929749
	Iteration 0F: 3 clusters Score -141860.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -143025.421875 Penalty: 712.929749
	Iteration 1F: 3 clusters Score -143025.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -143629.046875 Penalty: 712.929749
	Iteration 2F: 3 clusters Score -143629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -143871.015625 Penalty: 712.929749
	Iteration 3F: 3 clusters Score -143871 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -143969.281250 Penalty: 712.929749
	Iteration 4Q: 3 clusters Score -143969.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -143998.984375 Penalty: 712.929749
	Iteration 5Q: 3 clusters Score -143999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -144018.437500 Penalty: 712.929749
	Iteration 6Q: 3 clusters Score -144018.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -144040.546875 Penalty: 712.929749
	Iteration 7Q: 3 clusters Score -144040.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -144071.562500 Penalty: 712.929749
	Iteration 8Q: 3 clusters Score -144071.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -144117.328125 Penalty: 712.929749
	Iteration 9Q: 3 clusters Score -144117.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -144146.500000 Penalty: 712.929749
	Iteration 10Q: 3 clusters Score -144146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -144156.937500 Penalty: 712.929749
	Iteration 11Q: 3 clusters Score -144156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -144164.015625 Penalty: 712.929749
	Iteration 12Q: 3 clusters Score -144164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -144164.296875 Penalty: 712.929749
	Iteration 13Q: 3 clusters Score -144164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -144165.343750 Penalty: 712.929749
	Iteration 14Q: 3 clusters Score -144165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -144164.828125 Penalty: 712.929749
	Iteration 15Q: 3 clusters Score -144164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -144166.234375 Penalty: 712.929749
	Iteration 16Q: 3 clusters Score -144166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -144165.953125 Penalty: 712.929749
	Iteration 17Q: 3 clusters Score -144166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -144165.953125 Penalty: 712.929749
	Iteration 18F: 3 clusters Score -144166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Entering Unmasked Estep 
Score: -58150244.000000 Penalty: 19510.087891
Splitting cluster 19 changes total score from -58133208.000000 to -58150244.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -117787.578125 Penalty: 355.334137
	Iteration 0F: 2 clusters Score -117787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -116302.242188 Penalty: 710.668274
	Iteration 0F: 3 clusters Score -116302.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -118893.789062 Penalty: 710.668274
	Iteration 1F: 3 clusters Score -118893.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -120614.992188 Penalty: 710.668274
	Iteration 2F: 3 clusters Score -120615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -121040.250000 Penalty: 710.668274
	Iteration 3F: 3 clusters Score -121040.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -121375.609375 Penalty: 710.668274
	Iteration 4Q: 3 clusters Score -121375.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -121856.968750 Penalty: 710.668274
	Iteration 5Q: 3 clusters Score -121857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -122298.726562 Penalty: 710.668274
	Iteration 6Q: 3 clusters Score -122298.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -122298.750000 Penalty: 710.668274
	Iteration 7Q: 3 clusters Score -122298.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -122310.468750 Penalty: 710.668274
	Iteration 8Q: 3 clusters Score -122310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -122344.468750 Penalty: 710.668274
	Iteration 9Q: 3 clusters Score -122344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -122340.375000 Penalty: 710.668274
	Iteration 10Q: 3 clusters Score -122340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -122344.695312 Penalty: 710.668274
	Iteration 11Q: 3 clusters Score -122344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -122342.742188 Penalty: 710.668274
	Iteration 12Q: 3 clusters Score -122342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -122342.742188 Penalty: 710.668274
	Iteration 13F: 3 clusters Score -122342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 1357 members 
Entering Unmasked Estep 
Score: -58154836.000000 Penalty: 20139.445312
Splitting cluster 20 changes total score from -58133208.000000 to -58154836.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -127125.796875 Penalty: 354.476685
	Iteration 0F: 2 clusters Score -127125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -125556.195312 Penalty: 708.953369
	Iteration 0F: 3 clusters Score -125556.2 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -126469.476562 Penalty: 708.953369
	Iteration 1F: 3 clusters Score -126469.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -127304.523438 Penalty: 708.953369
	Iteration 2F: 3 clusters Score -127304.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -128295.562500 Penalty: 708.953369
	Iteration 3F: 3 clusters Score -128295.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -128632.859375 Penalty: 708.953369
	Iteration 4F: 3 clusters Score -128632.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -128852.921875 Penalty: 708.953369
	Iteration 5Q: 3 clusters Score -128852.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -129119.078125 Penalty: 708.953369
	Iteration 6Q: 3 clusters Score -129119.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -129805.796875 Penalty: 708.953369
	Iteration 7F: 3 clusters Score -129805.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -130534.242188 Penalty: 708.953369
	Iteration 8Q: 3 clusters Score -130534.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -130714.828125 Penalty: 708.953369
	Iteration 9Q: 3 clusters Score -130714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -130772.945312 Penalty: 708.953369
	Iteration 10Q: 3 clusters Score -130772.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -130846.375000 Penalty: 708.953369
	Iteration 11Q: 3 clusters Score -130846.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -130919.101562 Penalty: 708.953369
	Iteration 12Q: 3 clusters Score -130919.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -130949.531250 Penalty: 708.953369
	Iteration 13Q: 3 clusters Score -130949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -130985.531250 Penalty: 708.953369
	Iteration 14Q: 3 clusters Score -130985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -130996.984375 Penalty: 708.953369
	Iteration 15Q: 3 clusters Score -130997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -131021.000000 Penalty: 708.953369
	Iteration 16Q: 3 clusters Score -131021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -131023.671875 Penalty: 708.953369
	Iteration 17Q: 3 clusters Score -131023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -131088.390625 Penalty: 708.953369
	Iteration 18F: 3 clusters Score -131088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -131136.062500 Penalty: 708.953369
	Iteration 19Q: 3 clusters Score -131136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -131145.578125 Penalty: 708.953369
	Iteration 20F: 3 clusters Score -131145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -131146.031250 Penalty: 708.953369
	Iteration 21Q: 3 clusters Score -131146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -131146.031250 Penalty: 708.953369
	Iteration 22F: 3 clusters Score -131146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
Score: -58158840.000000 Penalty: 20768.802734
Splitting cluster 21 changes total score from -58133208.000000 to -58158840.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -58843.011719 Penalty: 332.690826
	Iteration 0F: 2 clusters Score -58843.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -57873.058594 Penalty: 665.381653
	Iteration 0F: 3 clusters Score -57873.06 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -59577.554688 Penalty: 665.381653
	Iteration 1F: 3 clusters Score -59577.55 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -60104.921875 Penalty: 665.381653
	Iteration 2F: 3 clusters Score -60104.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -60576.335938 Penalty: 665.381653
	Iteration 3F: 3 clusters Score -60576.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60824.183594 Penalty: 665.381653
	Iteration 4Q: 3 clusters Score -60824.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -60949.558594 Penalty: 665.381653
	Iteration 5Q: 3 clusters Score -60949.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60990.289062 Penalty: 665.381653
	Iteration 6Q: 3 clusters Score -60990.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61001.722656 Penalty: 665.381653
	Iteration 7Q: 3 clusters Score -61001.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -61006.246094 Penalty: 665.381653
	Iteration 8Q: 3 clusters Score -61006.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61010.082031 Penalty: 665.381653
	Iteration 9Q: 3 clusters Score -61010.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -61018.949219 Penalty: 665.381653
	Iteration 10Q: 3 clusters Score -61018.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61021.667969 Penalty: 665.381653
	Iteration 11Q: 3 clusters Score -61021.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -61023.437500 Penalty: 665.381653
	Iteration 12Q: 3 clusters Score -61023.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61023.480469 Penalty: 665.381653
	Iteration 13Q: 3 clusters Score -61023.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -61023.898438 Penalty: 665.381653
	Iteration 14Q: 3 clusters Score -61023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -61023.898438 Penalty: 665.381653
	Iteration 15F: 3 clusters Score -61023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 760 members 
Entering Unmasked Estep 
Score: -58160972.000000 Penalty: 21398.162109
Splitting cluster 22 changes total score from -58133208.000000 to -58160972.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -467231.000000 Penalty: 409.358917
	Iteration 0F: 2 clusters Score -467231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -461891.062500 Penalty: 818.717834
	Iteration 0F: 3 clusters Score -461891.1 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -464119.625000 Penalty: 818.717834
	Iteration 1F: 3 clusters Score -464119.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -464489.000000 Penalty: 818.717834
	Iteration 2F: 3 clusters Score -464489 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -464872.875000 Penalty: 818.717834
	Iteration 3F: 3 clusters Score -464872.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -465213.968750 Penalty: 818.717834
	Iteration 4F: 3 clusters Score -465214 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -465488.593750 Penalty: 818.717834
	Iteration 5F: 3 clusters Score -465488.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -465680.406250 Penalty: 818.717834
	Iteration 6Q: 3 clusters Score -465680.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -465833.687500 Penalty: 818.717834
	Iteration 7Q: 3 clusters Score -465833.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -465922.875000 Penalty: 818.717834
	Iteration 8Q: 3 clusters Score -465922.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -465972.062500 Penalty: 818.717834
	Iteration 9Q: 3 clusters Score -465972.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -466012.875000 Penalty: 818.717834
	Iteration 10Q: 3 clusters Score -466012.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -466043.000000 Penalty: 818.717834
	Iteration 11Q: 3 clusters Score -466043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -466070.968750 Penalty: 818.717834
	Iteration 12Q: 3 clusters Score -466071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -466096.562500 Penalty: 818.717834
	Iteration 13Q: 3 clusters Score -466096.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -466124.687500 Penalty: 818.717834
	Iteration 14Q: 3 clusters Score -466124.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -466153.750000 Penalty: 818.717834
	Iteration 15Q: 3 clusters Score -466153.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -466177.687500 Penalty: 818.717834
	Iteration 16Q: 3 clusters Score -466177.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466196.812500 Penalty: 818.717834
	Iteration 17Q: 3 clusters Score -466196.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -466209.750000 Penalty: 818.717834
	Iteration 18Q: 3 clusters Score -466209.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -466226.125000 Penalty: 818.717834
	Iteration 19Q: 3 clusters Score -466226.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -466243.343750 Penalty: 818.717834
	Iteration 20F: 3 clusters Score -466243.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -466269.875000 Penalty: 818.717834
	Iteration 21Q: 3 clusters Score -466269.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -466307.812500 Penalty: 818.717834
	Iteration 22Q: 3 clusters Score -466307.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -466344.843750 Penalty: 818.717834
	Iteration 23Q: 3 clusters Score -466344.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -466375.562500 Penalty: 818.717834
	Iteration 24Q: 3 clusters Score -466375.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -466408.937500 Penalty: 818.717834
	Iteration 25Q: 3 clusters Score -466408.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -466446.593750 Penalty: 818.717834
	Iteration 26Q: 3 clusters Score -466446.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -466480.500000 Penalty: 818.717834
	Iteration 27Q: 3 clusters Score -466480.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -466511.562500 Penalty: 818.717834
	Iteration 28Q: 3 clusters Score -466511.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -466540.343750 Penalty: 818.717834
	Iteration 29Q: 3 clusters Score -466540.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -466568.875000 Penalty: 818.717834
	Iteration 30Q: 3 clusters Score -466568.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -466592.375000 Penalty: 818.717834
	Iteration 31Q: 3 clusters Score -466592.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -466615.968750 Penalty: 818.717834
	Iteration 32Q: 3 clusters Score -466616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -466642.750000 Penalty: 818.717834
	Iteration 33Q: 3 clusters Score -466642.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -466670.937500 Penalty: 818.717834
	Iteration 34Q: 3 clusters Score -466670.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -466695.593750 Penalty: 818.717834
	Iteration 35Q: 3 clusters Score -466695.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -466717.937500 Penalty: 818.717834
	Iteration 36Q: 3 clusters Score -466717.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -466735.656250 Penalty: 818.717834
	Iteration 37Q: 3 clusters Score -466735.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -466753.906250 Penalty: 818.717834
	Iteration 38Q: 3 clusters Score -466753.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -466775.281250 Penalty: 818.717834
	Iteration 39Q: 3 clusters Score -466775.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466796.218750 Penalty: 818.717834
	Iteration 40F: 3 clusters Score -466796.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -466807.718750 Penalty: 818.717834
	Iteration 41Q: 3 clusters Score -466807.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -466814.843750 Penalty: 818.717834
	Iteration 42Q: 3 clusters Score -466814.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -466820.000000 Penalty: 818.717834
	Iteration 43Q: 3 clusters Score -466820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -466828.968750 Penalty: 818.717834
	Iteration 44Q: 3 clusters Score -466829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -466833.750000 Penalty: 818.717834
	Iteration 45Q: 3 clusters Score -466833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -466838.875000 Penalty: 818.717834
	Iteration 46Q: 3 clusters Score -466838.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -466843.562500 Penalty: 818.717834
	Iteration 47Q: 3 clusters Score -466843.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -466849.218750 Penalty: 818.717834
	Iteration 48Q: 3 clusters Score -466849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -466853.500000 Penalty: 818.717834
	Iteration 49Q: 3 clusters Score -466853.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -466857.937500 Penalty: 818.717834
	Iteration 50Q: 3 clusters Score -466857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -466863.468750 Penalty: 818.717834
	Iteration 51Q: 3 clusters Score -466863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -466870.031250 Penalty: 818.717834
	Iteration 52Q: 3 clusters Score -466870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -466875.812500 Penalty: 818.717834
	Iteration 53Q: 3 clusters Score -466875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -466879.593750 Penalty: 818.717834
	Iteration 54Q: 3 clusters Score -466879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -466881.500000 Penalty: 818.717834
	Iteration 55Q: 3 clusters Score -466881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -466884.062500 Penalty: 818.717834
	Iteration 56Q: 3 clusters Score -466884.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -466885.968750 Penalty: 818.717834
	Iteration 57Q: 3 clusters Score -466886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -466885.625000 Penalty: 818.717834
	Iteration 58Q: 3 clusters Score -466885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -466885.625000 Penalty: 818.717834
	Iteration 59F: 3 clusters Score -466885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (134311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Entering Unmasked Estep 
Score: -8018948.500000 Penalty: 537.260010
	Iteration 0F: 2 clusters Score -8018948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -7933696.000000 Penalty: 1074.520020
	Iteration 0F: 3 clusters Score -7933696 nChanged 66195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7976101.500000 Penalty: 1074.520020
	Iteration 1F: 3 clusters Score -7976102 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -7981016.000000 Penalty: 1074.520020
	Iteration 2F: 3 clusters Score -7981016 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7989948.500000 Penalty: 1074.520020
	Iteration 3F: 3 clusters Score -7989948 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8001109.500000 Penalty: 1074.520020
	Iteration 4F: 3 clusters Score -8001110 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -8009980.500000 Penalty: 1074.520020
	Iteration 5F: 3 clusters Score -8009980 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -8014646.000000 Penalty: 1074.520020
	Iteration 6Q: 3 clusters Score -8014646 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -8016602.500000 Penalty: 1074.520020
	Iteration 7Q: 3 clusters Score -8016602 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8017398.000000 Penalty: 1074.520020
	Iteration 8Q: 3 clusters Score -8017398 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8017750.500000 Penalty: 1074.520020
	Iteration 9Q: 3 clusters Score -8017750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132563 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8017990.000000 Penalty: 1074.520020
	Iteration 10Q: 3 clusters Score -8017990 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8018181.500000 Penalty: 1074.520020
	Iteration 11Q: 3 clusters Score -8018182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8018364.500000 Penalty: 1074.520020
	Iteration 12Q: 3 clusters Score -8018364 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8018461.500000 Penalty: 1074.520020
	Iteration 13Q: 3 clusters Score -8018462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132990 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8018521.500000 Penalty: 1074.520020
	Iteration 14Q: 3 clusters Score -8018522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8018546.500000 Penalty: 1074.520020
	Iteration 15Q: 3 clusters Score -8018546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8018560.000000 Penalty: 1074.520020
	Iteration 16Q: 3 clusters Score -8018560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8018589.000000 Penalty: 1074.520020
	Iteration 17Q: 3 clusters Score -8018589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8018601.500000 Penalty: 1074.520020
	Iteration 18Q: 3 clusters Score -8018602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8018600.500000 Penalty: 1074.520020
	Iteration 19Q: 3 clusters Score -8018600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132876 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8018604.500000 Penalty: 1074.520020
	Iteration 20F: 3 clusters Score -8018604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8018600.500000 Penalty: 1074.520020
	Iteration 21Q: 3 clusters Score -8018600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8018609.000000 Penalty: 1074.520020
	Iteration 22Q: 3 clusters Score -8018609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132789 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8018619.000000 Penalty: 1074.520020
	Iteration 23Q: 3 clusters Score -8018619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8018627.000000 Penalty: 1074.520020
	Iteration 24Q: 3 clusters Score -8018627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8018622.500000 Penalty: 1074.520020
	Iteration 25Q: 3 clusters Score -8018622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132728 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8018620.500000 Penalty: 1074.520020
	Iteration 26Q: 3 clusters Score -8018620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8018628.000000 Penalty: 1074.520020
	Iteration 27Q: 3 clusters Score -8018628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132680 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8018628.000000 Penalty: 1074.520020
	Iteration 28Q: 3 clusters Score -8018628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8018624.500000 Penalty: 1074.520020
	Iteration 29Q: 3 clusters Score -8018624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132638 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8018629.000000 Penalty: 1074.520020
	Iteration 30Q: 3 clusters Score -8018629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132621 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8018640.000000 Penalty: 1074.520020
	Iteration 31Q: 3 clusters Score -8018640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8018639.500000 Penalty: 1074.520020
	Iteration 32Q: 3 clusters Score -8018640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8018635.000000 Penalty: 1074.520020
	Iteration 33Q: 3 clusters Score -8018635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132571 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8018649.000000 Penalty: 1074.520020
	Iteration 34Q: 3 clusters Score -8018649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8018648.500000 Penalty: 1074.520020
	Iteration 35Q: 3 clusters Score -8018648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8018636.000000 Penalty: 1074.520020
	Iteration 36Q: 3 clusters Score -8018636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8018628.500000 Penalty: 1074.520020
	Iteration 37Q: 3 clusters Score -8018628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8018630.000000 Penalty: 1074.520020
	Iteration 38Q: 3 clusters Score -8018630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8018629.000000 Penalty: 1074.520020
	Iteration 39Q: 3 clusters Score -8018629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8018623.000000 Penalty: 1074.520020
	Iteration 40F: 3 clusters Score -8018623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8018626.500000 Penalty: 1074.520020
	Iteration 41Q: 3 clusters Score -8018626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132514 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8018633.000000 Penalty: 1074.520020
	Iteration 42Q: 3 clusters Score -8018633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132510 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8018634.000000 Penalty: 1074.520020
	Iteration 43Q: 3 clusters Score -8018634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132503 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8018632.000000 Penalty: 1074.520020
	Iteration 44Q: 3 clusters Score -8018632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132496 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8018629.000000 Penalty: 1074.520020
	Iteration 45Q: 3 clusters Score -8018629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132488 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8018624.500000 Penalty: 1074.520020
	Iteration 46Q: 3 clusters Score -8018624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8018623.000000 Penalty: 1074.520020
	Iteration 47Q: 3 clusters Score -8018623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8018624.500000 Penalty: 1074.520020
	Iteration 48Q: 3 clusters Score -8018624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8018621.500000 Penalty: 1074.520020
	Iteration 49Q: 3 clusters Score -8018622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8018621.000000 Penalty: 1074.520020
	Iteration 50Q: 3 clusters Score -8018621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8018621.000000 Penalty: 1074.520020
	Iteration 51Q: 3 clusters Score -8018621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8018627.500000 Penalty: 1074.520020
	Iteration 52Q: 3 clusters Score -8018628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8018621.000000 Penalty: 1074.520020
	Iteration 53Q: 3 clusters Score -8018621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8018615.000000 Penalty: 1074.520020
	Iteration 54Q: 3 clusters Score -8018615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8018616.500000 Penalty: 1074.520020
	Iteration 55Q: 3 clusters Score -8018616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132432 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8018617.500000 Penalty: 1074.520020
	Iteration 56Q: 3 clusters Score -8018618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132429 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8018620.000000 Penalty: 1074.520020
	Iteration 57Q: 3 clusters Score -8018620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8018620.500000 Penalty: 1074.520020
	Iteration 58Q: 3 clusters Score -8018620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132421 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8018618.500000 Penalty: 1074.520020
	Iteration 59Q: 3 clusters Score -8018618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8018631.500000 Penalty: 1074.520020
	Iteration 60F: 3 clusters Score -8018632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8018621.500000 Penalty: 1074.520020
	Iteration 61Q: 3 clusters Score -8018622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132406 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8018619.000000 Penalty: 1074.520020
	Iteration 62Q: 3 clusters Score -8018619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8018619.000000 Penalty: 1074.520020
	Iteration 63Q: 3 clusters Score -8018619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8018626.000000 Penalty: 1074.520020
	Iteration 64Q: 3 clusters Score -8018626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132388 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8018623.500000 Penalty: 1074.520020
	Iteration 65Q: 3 clusters Score -8018624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8018631.500000 Penalty: 1074.520020
	Iteration 66Q: 3 clusters Score -8018632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8018630.500000 Penalty: 1074.520020
	Iteration 67Q: 3 clusters Score -8018630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8018621.500000 Penalty: 1074.520020
	Iteration 68Q: 3 clusters Score -8018622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8018617.000000 Penalty: 1074.520020
	Iteration 69Q: 3 clusters Score -8018617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132365 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8018619.500000 Penalty: 1074.520020
	Iteration 70Q: 3 clusters Score -8018620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132359 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8018615.000000 Penalty: 1074.520020
	Iteration 71Q: 3 clusters Score -8018615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8018622.500000 Penalty: 1074.520020
	Iteration 72Q: 3 clusters Score -8018622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8018616.500000 Penalty: 1074.520020
	Iteration 73Q: 3 clusters Score -8018616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8018626.000000 Penalty: 1074.520020
	Iteration 74Q: 3 clusters Score -8018626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8018622.000000 Penalty: 1074.520020
	Iteration 75Q: 3 clusters Score -8018622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132337 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8018614.000000 Penalty: 1074.520020
	Iteration 76Q: 3 clusters Score -8018614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132334 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8018614.500000 Penalty: 1074.520020
	Iteration 77Q: 3 clusters Score -8018614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132326 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8018621.000000 Penalty: 1074.520020
	Iteration 78Q: 3 clusters Score -8018621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132318 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8018618.000000 Penalty: 1074.520020
	Iteration 79Q: 3 clusters Score -8018618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8018623.000000 Penalty: 1074.520020
	Iteration 80F: 3 clusters Score -8018623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8018620.000000 Penalty: 1074.520020
	Iteration 81Q: 3 clusters Score -8018620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8018627.500000 Penalty: 1074.520020
	Iteration 82Q: 3 clusters Score -8018628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8018629.000000 Penalty: 1074.520020
	Iteration 83Q: 3 clusters Score -8018629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132287 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8018624.500000 Penalty: 1074.520020
	Iteration 84Q: 3 clusters Score -8018624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132280 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8018622.000000 Penalty: 1074.520020
	Iteration 85Q: 3 clusters Score -8018622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8018626.500000 Penalty: 1074.520020
	Iteration 86Q: 3 clusters Score -8018626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8018623.000000 Penalty: 1074.520020
	Iteration 87Q: 3 clusters Score -8018623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8018619.500000 Penalty: 1074.520020
	Iteration 88Q: 3 clusters Score -8018620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8018620.000000 Penalty: 1074.520020
	Iteration 89Q: 3 clusters Score -8018620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8018622.000000 Penalty: 1074.520020
	Iteration 90Q: 3 clusters Score -8018622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8018625.000000 Penalty: 1074.520020
	Iteration 91Q: 3 clusters Score -8018625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8018625.000000 Penalty: 1074.520020
	Iteration 92F: 3 clusters Score -8018625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (148083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Entering Unmasked Estep 
Score: -8869602.000000 Penalty: 541.701538
	Iteration 0F: 2 clusters Score -8869602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -8775125.000000 Penalty: 1083.403076
	Iteration 0F: 3 clusters Score -8775125 nChanged 72906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -8822612.000000 Penalty: 1083.403076
	Iteration 1F: 3 clusters Score -8822612 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -8826862.000000 Penalty: 1083.403076
	Iteration 2F: 3 clusters Score -8826862 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8833382.000000 Penalty: 1083.403076
	Iteration 3F: 3 clusters Score -8833382 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -8841696.000000 Penalty: 1083.403076
	Iteration 4F: 3 clusters Score -8841696 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -8850465.000000 Penalty: 1083.403076
	Iteration 5F: 3 clusters Score -8850465 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8855633.000000 Penalty: 1083.403076
	Iteration 6F: 3 clusters Score -8855633 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -8857505.000000 Penalty: 1083.403076
	Iteration 7Q: 3 clusters Score -8857505 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8858216.000000 Penalty: 1083.403076
	Iteration 8Q: 3 clusters Score -8858216 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -8858713.000000 Penalty: 1083.403076
	Iteration 9Q: 3 clusters Score -8858713 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -8859274.000000 Penalty: 1083.403076
	Iteration 10Q: 3 clusters Score -8859274 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -8859836.000000 Penalty: 1083.403076
	Iteration 11Q: 3 clusters Score -8859836 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -8860354.000000 Penalty: 1083.403076
	Iteration 12Q: 3 clusters Score -8860354 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -8860940.000000 Penalty: 1083.403076
	Iteration 13Q: 3 clusters Score -8860940 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -8861466.000000 Penalty: 1083.403076
	Iteration 14Q: 3 clusters Score -8861466 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -8861902.000000 Penalty: 1083.403076
	Iteration 15Q: 3 clusters Score -8861902 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -8862319.000000 Penalty: 1083.403076
	Iteration 16Q: 3 clusters Score -8862319 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -8862614.000000 Penalty: 1083.403076
	Iteration 17Q: 3 clusters Score -8862614 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -8862826.000000 Penalty: 1083.403076
	Iteration 18Q: 3 clusters Score -8862826 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -8862923.000000 Penalty: 1083.403076
	Iteration 19Q: 3 clusters Score -8862923 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -8863072.000000 Penalty: 1083.403076
	Iteration 20F: 3 clusters Score -8863072 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -8863155.000000 Penalty: 1083.403076
	Iteration 21Q: 3 clusters Score -8863155 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -8863194.000000 Penalty: 1083.403076
	Iteration 22Q: 3 clusters Score -8863194 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -8863202.000000 Penalty: 1083.403076
	Iteration 23Q: 3 clusters Score -8863202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -8863232.000000 Penalty: 1083.403076
	Iteration 24Q: 3 clusters Score -8863232 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -8863228.000000 Penalty: 1083.403076
	Iteration 25Q: 3 clusters Score -8863228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -8863222.000000 Penalty: 1083.403076
	Iteration 26Q: 3 clusters Score -8863222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -8863226.000000 Penalty: 1083.403076
	Iteration 27Q: 3 clusters Score -8863226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -8863230.000000 Penalty: 1083.403076
	Iteration 28Q: 3 clusters Score -8863230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -8863249.000000 Penalty: 1083.403076
	Iteration 29Q: 3 clusters Score -8863249 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -8863244.000000 Penalty: 1083.403076
	Iteration 30Q: 3 clusters Score -8863244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -8863237.000000 Penalty: 1083.403076
	Iteration 31Q: 3 clusters Score -8863237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -8863238.000000 Penalty: 1083.403076
	Iteration 32Q: 3 clusters Score -8863238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -8863241.000000 Penalty: 1083.403076
	Iteration 33Q: 3 clusters Score -8863241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -8863226.000000 Penalty: 1083.403076
	Iteration 34Q: 3 clusters Score -8863226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -8863238.000000 Penalty: 1083.403076
	Iteration 35Q: 3 clusters Score -8863238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -8863241.000000 Penalty: 1083.403076
	Iteration 36Q: 3 clusters Score -8863241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -8863233.000000 Penalty: 1083.403076
	Iteration 37Q: 3 clusters Score -8863233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -8863231.000000 Penalty: 1083.403076
	Iteration 38Q: 3 clusters Score -8863231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -8863227.000000 Penalty: 1083.403076
	Iteration 39Q: 3 clusters Score -8863227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -8863225.000000 Penalty: 1083.403076
	Iteration 40F: 3 clusters Score -8863225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -8863212.000000 Penalty: 1083.403076
	Iteration 41Q: 3 clusters Score -8863212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -8863208.000000 Penalty: 1083.403076
	Iteration 42Q: 3 clusters Score -8863208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97861 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -8863212.000000 Penalty: 1083.403076
	Iteration 43Q: 3 clusters Score -8863212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -8863214.000000 Penalty: 1083.403076
	Iteration 44Q: 3 clusters Score -8863214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -8863212.000000 Penalty: 1083.403076
	Iteration 45Q: 3 clusters Score -8863212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -8863213.000000 Penalty: 1083.403076
	Iteration 46Q: 3 clusters Score -8863213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -8863213.000000 Penalty: 1083.403076
	Iteration 47Q: 3 clusters Score -8863213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -8863217.000000 Penalty: 1083.403076
	Iteration 48Q: 3 clusters Score -8863217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -8863212.000000 Penalty: 1083.403076
	Iteration 49Q: 3 clusters Score -8863212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -8863204.000000 Penalty: 1083.403076
	Iteration 50Q: 3 clusters Score -8863204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -8863204.000000 Penalty: 1083.403076
	Iteration 51Q: 3 clusters Score -8863204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -8863200.000000 Penalty: 1083.403076
	Iteration 52Q: 3 clusters Score -8863200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -8863208.000000 Penalty: 1083.403076
	Iteration 53Q: 3 clusters Score -8863208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -8863206.000000 Penalty: 1083.403076
	Iteration 54Q: 3 clusters Score -8863206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -8863207.000000 Penalty: 1083.403076
	Iteration 55Q: 3 clusters Score -8863207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -8863199.000000 Penalty: 1083.403076
	Iteration 56Q: 3 clusters Score -8863199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -8863210.000000 Penalty: 1083.403076
	Iteration 57Q: 3 clusters Score -8863210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -8863209.000000 Penalty: 1083.403076
	Iteration 58Q: 3 clusters Score -8863209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -8863206.000000 Penalty: 1083.403076
	Iteration 59Q: 3 clusters Score -8863206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -8863206.000000 Penalty: 1083.403076
	Iteration 60F: 3 clusters Score -8863206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -115336.210938 Penalty: 344.735748
	Iteration 0F: 2 clusters Score -115336.2 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 955 members 
Entering Unmasked Estep 
Score: -114001.390625 Penalty: 689.471497
	Iteration 0F: 3 clusters Score -114001.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -114751.984375 Penalty: 689.471497
	Iteration 1F: 3 clusters Score -114752 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114955.312500 Penalty: 689.471497
	Iteration 2F: 3 clusters Score -114955.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115065.914062 Penalty: 689.471497
	Iteration 3F: 3 clusters Score -115065.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115178.140625 Penalty: 689.471497
	Iteration 4F: 3 clusters Score -115178.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115272.734375 Penalty: 689.471497
	Iteration 5Q: 3 clusters Score -115272.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115329.835938 Penalty: 689.471497
	Iteration 6Q: 3 clusters Score -115329.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115383.679688 Penalty: 689.471497
	Iteration 7Q: 3 clusters Score -115383.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115430.906250 Penalty: 689.471497
	Iteration 8Q: 3 clusters Score -115430.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115474.125000 Penalty: 689.471497
	Iteration 9Q: 3 clusters Score -115474.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115491.671875 Penalty: 689.471497
	Iteration 10Q: 3 clusters Score -115491.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115510.742188 Penalty: 689.471497
	Iteration 11Q: 3 clusters Score -115510.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115522.843750 Penalty: 689.471497
	Iteration 12Q: 3 clusters Score -115522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115533.007812 Penalty: 689.471497
	Iteration 13Q: 3 clusters Score -115533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115544.757812 Penalty: 689.471497
	Iteration 14Q: 3 clusters Score -115544.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115556.218750 Penalty: 689.471497
	Iteration 15Q: 3 clusters Score -115556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115562.984375 Penalty: 689.471497
	Iteration 16Q: 3 clusters Score -115563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -115565.851562 Penalty: 689.471497
	Iteration 17Q: 3 clusters Score -115565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115566.882812 Penalty: 689.471497
	Iteration 18Q: 3 clusters Score -115566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115568.031250 Penalty: 689.471497
	Iteration 19Q: 3 clusters Score -115568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115568.242188 Penalty: 689.471497
	Iteration 20F: 3 clusters Score -115568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 760 members 
Mstep: Class 35 contains 370 members 
Entering Unmasked Estep 
Score: -58160940.000000 Penalty: 22027.519531
Splitting cluster 26 changes total score from -58133208.000000 to -58160940.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -159069.156250 Penalty: 361.052948
	Iteration 0F: 2 clusters Score -159069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -157237.312500 Penalty: 722.105896
	Iteration 0F: 3 clusters Score -157237.3 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -159558.046875 Penalty: 722.105896
	Iteration 1F: 3 clusters Score -159558 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -160746.187500 Penalty: 722.105896
	Iteration 2F: 3 clusters Score -160746.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -161196.109375 Penalty: 722.105896
	Iteration 3F: 3 clusters Score -161196.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -161424.390625 Penalty: 722.105896
	Iteration 4F: 3 clusters Score -161424.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -161772.984375 Penalty: 722.105896
	Iteration 5F: 3 clusters Score -161773 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -162155.265625 Penalty: 722.105896
	Iteration 6F: 3 clusters Score -162155.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162325.968750 Penalty: 722.105896
	Iteration 7F: 3 clusters Score -162326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162496.718750 Penalty: 722.105896
	Iteration 8Q: 3 clusters Score -162496.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162655.781250 Penalty: 722.105896
	Iteration 9Q: 3 clusters Score -162655.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162725.140625 Penalty: 722.105896
	Iteration 10Q: 3 clusters Score -162725.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162743.078125 Penalty: 722.105896
	Iteration 11Q: 3 clusters Score -162743.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162751.484375 Penalty: 722.105896
	Iteration 12Q: 3 clusters Score -162751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162753.921875 Penalty: 722.105896
	Iteration 13Q: 3 clusters Score -162753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162754.437500 Penalty: 722.105896
	Iteration 14Q: 3 clusters Score -162754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162755.671875 Penalty: 722.105896
	Iteration 15Q: 3 clusters Score -162755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162755.375000 Penalty: 722.105896
	Iteration 16Q: 3 clusters Score -162755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162755.171875 Penalty: 722.105896
	Iteration 17Q: 3 clusters Score -162755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162755.687500 Penalty: 722.105896
	Iteration 18Q: 3 clusters Score -162755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162755.687500 Penalty: 722.105896
	Iteration 19F: 3 clusters Score -162755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 4087 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 760 members 
Mstep: Class 35 contains 370 members 
Mstep: Class 36 contains 646 members 
Entering Unmasked Estep 
Score: -58164460.000000 Penalty: 22656.876953
Splitting cluster 27 changes total score from -58133208.000000 to -58164460.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 37543 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 137514 members 
Mstep: Class 8 contains 114463 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 21969 members 
Mstep: Class 13 contains 72711 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 1107 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 134311 members 
Mstep: Class 25 contains 148083 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166748.000000 Penalty: 22656.876953
Iteration 79Q: 37 clusters Score -5.816675e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126073 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 137855 members 
Mstep: Class 8 contains 117879 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 21934 members 
Mstep: Class 13 contains 72793 members 
Mstep: Class 14 contains 36406 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 110069 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 134420 members 
Mstep: Class 25 contains 148652 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 2136 members 
Mstep: Class 28 contains 354 members 
Mstep: Class 29 contains 499 members 
Mstep: Class 30 contains 4061 members 
Mstep: Class 31 contains 1849 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 369 members 
Mstep: Class 36 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169512.000000 Penalty: 22656.876953
Iteration 80F: 37 clusters Score -5.816951e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 122046 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 5 contains 37671 members 
Mstep: Class 6 contains 9980 members 
Mstep: Class 7 contains 137758 members 
Mstep: Class 8 contains 121557 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 1126 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 21853 members 
Mstep: Class 13 contains 72818 members 
Mstep: Class 14 contains 36703 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 109459 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 8054 members 
Mstep: Class 24 contains 134206 members 
Mstep: Class 25 contains 148571 members 
Mstep: Class 26 contains 1572 members 
Mstep: Class 27 contains 2130 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 562 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 1851 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 1366 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 368 members 
Mstep: Class 36 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170844.000000 Penalty: 22656.876953
Iteration 81Q: 37 clusters Score -5.817084e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 117945 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 37693 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 137596 members 
Mstep: Class 8 contains 125207 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 72836 members 
Mstep: Class 14 contains 37033 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 109259 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 133958 members 
Mstep: Class 25 contains 148358 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 1843 members 
Mstep: Class 32 contains 1491 members 
Mstep: Class 33 contains 1351 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171524.000000 Penalty: 22656.876953
Iteration 82Q: 37 clusters Score -5.817152e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 113736 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 37727 members 
Mstep: Class 6 contains 10226 members 
Mstep: Class 7 contains 137350 members 
Mstep: Class 8 contains 128764 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 21662 members 
Mstep: Class 13 contains 72842 members 
Mstep: Class 14 contains 37552 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 109218 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 133722 members 
Mstep: Class 25 contains 148105 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5945 members 
Mstep: Class 31 contains 1828 members 
Mstep: Class 32 contains 1501 members 
Mstep: Class 33 contains 1343 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172064.000000 Penalty: 22656.876953
Iteration 83Q: 37 clusters Score -5.817206e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 109350 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 37759 members 
Mstep: Class 6 contains 10333 members 
Mstep: Class 7 contains 137056 members 
Mstep: Class 8 contains 132192 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 21554 members 
Mstep: Class 13 contains 72851 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 6179 members 
Mstep: Class 16 contains 109243 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 673 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 133516 members 
Mstep: Class 25 contains 147802 members 
Mstep: Class 26 contains 1571 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 6548 members 
Mstep: Class 31 contains 1815 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 1336 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 364 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171884.000000 Penalty: 22656.876953
Iteration 84Q: 37 clusters Score -5.817188e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 104651 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 37777 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 136727 members 
Mstep: Class 8 contains 135621 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 72858 members 
Mstep: Class 14 contains 39390 members 
Mstep: Class 15 contains 6165 members 
Mstep: Class 16 contains 109255 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 705 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 670 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 133332 members 
Mstep: Class 25 contains 147518 members 
Mstep: Class 26 contains 1572 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 1800 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 1324 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 364 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172020.000000 Penalty: 22656.876953
Iteration 85Q: 37 clusters Score -5.817202e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 99994 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 37801 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 136374 members 
Mstep: Class 8 contains 138950 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 21345 members 
Mstep: Class 13 contains 72866 members 
Mstep: Class 14 contains 40481 members 
Mstep: Class 15 contains 6153 members 
Mstep: Class 16 contains 109287 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 669 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 133118 members 
Mstep: Class 25 contains 147182 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 647 members 
Mstep: Class 30 contains 7816 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 1515 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171596.000000 Penalty: 22656.876953
Iteration 86Q: 37 clusters Score -5.81716e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 95181 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 37821 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 136005 members 
Mstep: Class 8 contains 142358 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 21248 members 
Mstep: Class 13 contains 72877 members 
Mstep: Class 14 contains 41653 members 
Mstep: Class 15 contains 6138 members 
Mstep: Class 16 contains 109359 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 132921 members 
Mstep: Class 25 contains 146800 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 8528 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 1294 members 
Mstep: Class 34 contains 699 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171036.000000 Penalty: 22656.876953
Iteration 87Q: 37 clusters Score -5.817104e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 90346 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 37834 members 
Mstep: Class 6 contains 10866 members 
Mstep: Class 7 contains 135629 members 
Mstep: Class 8 contains 145583 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 21140 members 
Mstep: Class 13 contains 72879 members 
Mstep: Class 14 contains 42985 members 
Mstep: Class 15 contains 6126 members 
Mstep: Class 16 contains 109449 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8034 members 
Mstep: Class 24 contains 132775 members 
Mstep: Class 25 contains 146408 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 9214 members 
Mstep: Class 31 contains 1758 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 1269 members 
Mstep: Class 34 contains 697 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170464.000000 Penalty: 22656.876953
Iteration 88Q: 37 clusters Score -5.817046e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 85957 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 37831 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 135255 members 
Mstep: Class 8 contains 148244 members 
Mstep: Class 9 contains 14463 members 
Mstep: Class 10 contains 1260 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 72887 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 6112 members 
Mstep: Class 16 contains 109602 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 132638 members 
Mstep: Class 25 contains 145986 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 9906 members 
Mstep: Class 31 contains 1740 members 
Mstep: Class 32 contains 1517 members 
Mstep: Class 33 contains 1240 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169924.000000 Penalty: 22656.876953
Iteration 89Q: 37 clusters Score -5.816992e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 81907 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 134934 members 
Mstep: Class 8 contains 150535 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 20936 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 45812 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 109760 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 132518 members 
Mstep: Class 25 contains 145573 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 10533 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 1225 members 
Mstep: Class 34 contains 682 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169544.000000 Penalty: 22656.876953
Iteration 90Q: 37 clusters Score -5.816954e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 78048 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 37813 members 
Mstep: Class 6 contains 11208 members 
Mstep: Class 7 contains 134687 members 
Mstep: Class 8 contains 152622 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 20829 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 47283 members 
Mstep: Class 15 contains 6101 members 
Mstep: Class 16 contains 109923 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 132415 members 
Mstep: Class 25 contains 145219 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 11015 members 
Mstep: Class 31 contains 1692 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 362 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168848.000000 Penalty: 22656.876953
Iteration 91Q: 37 clusters Score -5.816885e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74470 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 37811 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 134498 members 
Mstep: Class 8 contains 154278 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 20733 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 48881 members 
Mstep: Class 15 contains 6097 members 
Mstep: Class 16 contains 110071 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1090 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8028 members 
Mstep: Class 24 contains 132353 members 
Mstep: Class 25 contains 144926 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 11379 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 360 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167744.000000 Penalty: 22656.876953
Iteration 92Q: 37 clusters Score -5.816774e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 71293 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 11402 members 
Mstep: Class 7 contains 134326 members 
Mstep: Class 8 contains 155671 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 50402 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 110214 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 132305 members 
Mstep: Class 25 contains 144709 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 11659 members 
Mstep: Class 31 contains 1654 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 678 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167524.000000 Penalty: 22656.876953
Iteration 93Q: 37 clusters Score -5.816752e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 68460 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 37822 members 
Mstep: Class 6 contains 11468 members 
Mstep: Class 7 contains 134182 members 
Mstep: Class 8 contains 156665 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 20550 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 52034 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 110332 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 1090 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 132246 members 
Mstep: Class 25 contains 144512 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 11927 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 354 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167048.000000 Penalty: 22656.876953
Iteration 94Q: 37 clusters Score -5.816705e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 65912 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 11508 members 
Mstep: Class 7 contains 134028 members 
Mstep: Class 8 contains 157357 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 20464 members 
Mstep: Class 13 contains 72904 members 
Mstep: Class 14 contains 53711 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 110417 members 
Mstep: Class 17 contains 4922 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 132202 members 
Mstep: Class 25 contains 144355 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 12196 members 
Mstep: Class 31 contains 1619 members 
Mstep: Class 32 contains 1517 members 
Mstep: Class 33 contains 1218 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167048.000000 Penalty: 22656.876953
Iteration 95Q: 37 clusters Score -5.816705e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 63654 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 37834 members 
Mstep: Class 6 contains 11538 members 
Mstep: Class 7 contains 133881 members 
Mstep: Class 8 contains 157705 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 72905 members 
Mstep: Class 14 contains 55461 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 110475 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 132179 members 
Mstep: Class 25 contains 144240 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 12416 members 
Mstep: Class 31 contains 1601 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 683 members 
Mstep: Class 35 contains 346 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166580.000000 Penalty: 22656.876953
Iteration 96Q: 37 clusters Score -5.816658e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61621 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 37838 members 
Mstep: Class 6 contains 11567 members 
Mstep: Class 7 contains 133744 members 
Mstep: Class 8 contains 157844 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 20315 members 
Mstep: Class 13 contains 72908 members 
Mstep: Class 14 contains 57209 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 110542 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 8026 members 
Mstep: Class 24 contains 132148 members 
Mstep: Class 25 contains 144143 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 12626 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 1220 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166260.000000 Penalty: 22656.876953
Iteration 97Q: 37 clusters Score -5.816626e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 59851 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 37836 members 
Mstep: Class 6 contains 11592 members 
Mstep: Class 7 contains 133624 members 
Mstep: Class 8 contains 157671 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 20252 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 59028 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 110632 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 8030 members 
Mstep: Class 24 contains 132113 members 
Mstep: Class 25 contains 144042 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 12811 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 1220 members 
Mstep: Class 34 contains 679 members 
Mstep: Class 35 contains 340 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166152.000000 Penalty: 22656.876953
Iteration 98Q: 37 clusters Score -5.816615e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 58101 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 133514 members 
Mstep: Class 8 contains 157282 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 20194 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 61050 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 110690 members 
Mstep: Class 17 contains 5141 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 969 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 132101 members 
Mstep: Class 25 contains 143963 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 12970 members 
Mstep: Class 31 contains 1527 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1220 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 338 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166252.000000 Penalty: 22656.876953
Iteration 99Q: 37 clusters Score -5.816625e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56465 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 37847 members 
Mstep: Class 6 contains 11626 members 
Mstep: Class 7 contains 133416 members 
Mstep: Class 8 contains 156681 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 20146 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 63186 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 110744 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 8034 members 
Mstep: Class 24 contains 132082 members 
Mstep: Class 25 contains 143897 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 1220 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 336 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167752.000000 Penalty: 22656.876953
Iteration 100F: 37 clusters Score -5.816775e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53223 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 11645 members 
Mstep: Class 7 contains 133218 members 
Mstep: Class 8 contains 157519 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 20081 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 65496 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 110704 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 8034 members 
Mstep: Class 24 contains 132003 members 
Mstep: Class 25 contains 143420 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 13763 members 
Mstep: Class 31 contains 1463 members 
Mstep: Class 32 contains 1535 members 
Mstep: Class 33 contains 1208 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 336 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167456.000000 Penalty: 22656.876953
Iteration 101Q: 37 clusters Score -5.816746e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 50113 members 
Mstep: Class 3 contains 4092 members 
Mstep: Class 4 contains 5321 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 6 contains 11665 members 
Mstep: Class 7 contains 132993 members 
Mstep: Class 8 contains 158247 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 20014 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 67776 members 
Mstep: Class 15 contains 6068 members 
Mstep: Class 16 contains 110784 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 8040 members 
Mstep: Class 24 contains 131919 members 
Mstep: Class 25 contains 142804 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 1535 members 
Mstep: Class 33 contains 1193 members 
Mstep: Class 34 contains 669 members 
Mstep: Class 35 contains 336 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167264.000000 Penalty: 22656.876953
Iteration 102Q: 37 clusters Score -5.816726e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47270 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 37829 members 
Mstep: Class 6 contains 11701 members 
Mstep: Class 7 contains 132767 members 
Mstep: Class 8 contains 158693 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 19936 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 110882 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 8032 members 
Mstep: Class 24 contains 131827 members 
Mstep: Class 25 contains 142171 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 407 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 15189 members 
Mstep: Class 31 contains 1422 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 1185 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166844.000000 Penalty: 22656.876953
Iteration 103Q: 37 clusters Score -5.816684e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44749 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 37818 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 132549 members 
Mstep: Class 8 contains 158964 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 19847 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 72212 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 110986 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 1096 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 8028 members 
Mstep: Class 24 contains 131757 members 
Mstep: Class 25 contains 141492 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 407 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 15925 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1181 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167084.000000 Penalty: 22656.876953
Iteration 104Q: 37 clusters Score -5.816708e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42386 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 37795 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 132351 members 
Mstep: Class 8 contains 159173 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 19741 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 74291 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 111161 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 131687 members 
Mstep: Class 25 contains 140705 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 16702 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166936.000000 Penalty: 22656.876953
Iteration 105Q: 37 clusters Score -5.816694e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40254 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 37759 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 132191 members 
Mstep: Class 8 contains 159181 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 19616 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 76368 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 111332 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1123 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 8018 members 
Mstep: Class 24 contains 131611 members 
Mstep: Class 25 contains 139945 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 17456 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167360.000000 Penalty: 22656.876953
Iteration 106Q: 37 clusters Score -5.816736e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38243 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 37716 members 
Mstep: Class 6 contains 11826 members 
Mstep: Class 7 contains 132032 members 
Mstep: Class 8 contains 159063 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19494 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 78452 members 
Mstep: Class 15 contains 6062 members 
Mstep: Class 16 contains 111458 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 131562 members 
Mstep: Class 25 contains 139170 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 18252 members 
Mstep: Class 31 contains 1396 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167040.000000 Penalty: 22656.876953
Iteration 107Q: 37 clusters Score -5.816704e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36397 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 5479 members 
Mstep: Class 5 contains 37673 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 131901 members 
Mstep: Class 8 contains 158766 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 80563 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 111588 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 1153 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 131524 members 
Mstep: Class 25 contains 138403 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 18988 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 660 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167192.000000 Penalty: 22656.876953
Iteration 108Q: 37 clusters Score -5.816719e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34673 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 37633 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 131803 members 
Mstep: Class 8 contains 158272 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 19225 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 82740 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111743 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 131462 members 
Mstep: Class 25 contains 137642 members 
Mstep: Class 26 contains 1573 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 19714 members 
Mstep: Class 31 contains 1371 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 658 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167464.000000 Penalty: 22656.876953
Iteration 109Q: 37 clusters Score -5.816746e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33007 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 7 contains 131719 members 
Mstep: Class 8 contains 157696 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 84946 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111848 members 
Mstep: Class 17 contains 7498 members 
Mstep: Class 18 contains 4655 members 
Mstep: Class 19 contains 1196 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 8028 members 
Mstep: Class 24 contains 131395 members 
Mstep: Class 25 contains 136912 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 20421 members 
Mstep: Class 31 contains 1350 members 
Mstep: Class 32 contains 1527 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 658 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167848.000000 Penalty: 22656.876953
Iteration 110Q: 37 clusters Score -5.816785e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31443 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 5 contains 37531 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 131627 members 
Mstep: Class 8 contains 156960 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18951 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 87221 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 111967 members 
Mstep: Class 17 contains 7770 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8032 members 
Mstep: Class 24 contains 131335 members 
Mstep: Class 25 contains 136180 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 21113 members 
Mstep: Class 31 contains 1323 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168068.000000 Penalty: 22656.876953
Iteration 111Q: 37 clusters Score -5.816807e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29965 members 
Mstep: Class 3 contains 4159 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 37498 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 131529 members 
Mstep: Class 8 contains 156077 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18798 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 89549 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112071 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 131291 members 
Mstep: Class 25 contains 135500 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 21744 members 
Mstep: Class 31 contains 1289 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168248.000000 Penalty: 22656.876953
Iteration 112Q: 37 clusters Score -5.816825e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28496 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 37472 members 
Mstep: Class 6 contains 12020 members 
Mstep: Class 7 contains 131465 members 
Mstep: Class 8 contains 155208 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 91857 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112183 members 
Mstep: Class 17 contains 8320 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 1289 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 131268 members 
Mstep: Class 25 contains 134881 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 22232 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 1523 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 322 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168732.000000 Penalty: 22656.876953
Iteration 113Q: 37 clusters Score -5.816873e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27091 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 37440 members 
Mstep: Class 6 contains 12048 members 
Mstep: Class 7 contains 131422 members 
Mstep: Class 8 contains 154377 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18518 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 94071 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112278 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 8067 members 
Mstep: Class 24 contains 131250 members 
Mstep: Class 25 contains 134388 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 22601 members 
Mstep: Class 31 contains 1238 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168920.000000 Penalty: 22656.876953
Iteration 114Q: 37 clusters Score -5.816892e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25775 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 37401 members 
Mstep: Class 6 contains 12088 members 
Mstep: Class 7 contains 131392 members 
Mstep: Class 8 contains 153353 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18386 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 96366 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 112368 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 131262 members 
Mstep: Class 25 contains 133968 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 22921 members 
Mstep: Class 31 contains 1223 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169124.000000 Penalty: 22656.876953
Iteration 115Q: 37 clusters Score -5.816912e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24537 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 37383 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 131390 members 
Mstep: Class 8 contains 152132 members 
Mstep: Class 9 contains 14443 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 98795 members 
Mstep: Class 15 contains 6062 members 
Mstep: Class 16 contains 112440 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8068 members 
Mstep: Class 24 contains 131268 members 
Mstep: Class 25 contains 133594 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23225 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169468.000000 Penalty: 22656.876953
Iteration 116Q: 37 clusters Score -5.816947e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23394 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 37355 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 131376 members 
Mstep: Class 8 contains 150751 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 101286 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 112537 members 
Mstep: Class 17 contains 9064 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 131271 members 
Mstep: Class 25 contains 133274 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23488 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 1532 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169804.000000 Penalty: 22656.876953
Iteration 117Q: 37 clusters Score -5.81698e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22317 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 37314 members 
Mstep: Class 6 contains 12174 members 
Mstep: Class 7 contains 131397 members 
Mstep: Class 8 contains 149131 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 17945 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 103944 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 112644 members 
Mstep: Class 17 contains 9189 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 8077 members 
Mstep: Class 24 contains 131297 members 
Mstep: Class 25 contains 132986 members 
Mstep: Class 26 contains 1568 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23703 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 319 members 
Mstep: Class 36 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170276.000000 Penalty: 22656.876953
Iteration 118Q: 37 clusters Score -5.817028e+07 nChanged 4929
Entering ConstructFrom: 
Score: -58170276.000000 Penalty: 22656.876953
Entering ConstructFrom: 
Trying to split cluster 1 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -27656.787109 Penalty: 294.209564
	Iteration 0F: 2 clusters Score -27656.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27117.642578 Penalty: 588.419128
	Iteration 0F: 3 clusters Score -27117.64 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27709.435547 Penalty: 588.419128
	Iteration 1F: 3 clusters Score -27709.44 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28104.898438 Penalty: 588.419128
	Iteration 2F: 3 clusters Score -28104.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28293.673828 Penalty: 588.419128
	Iteration 3F: 3 clusters Score -28293.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28376.060547 Penalty: 588.419128
	Iteration 4Q: 3 clusters Score -28376.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28435.914062 Penalty: 588.419128
	Iteration 5Q: 3 clusters Score -28435.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28467.455078 Penalty: 588.419128
	Iteration 6Q: 3 clusters Score -28467.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28485.306641 Penalty: 588.419128
	Iteration 7Q: 3 clusters Score -28485.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28504.677734 Penalty: 588.419128
	Iteration 8Q: 3 clusters Score -28504.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28512.017578 Penalty: 588.419128
	Iteration 9Q: 3 clusters Score -28512.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28514.386719 Penalty: 588.419128
	Iteration 10Q: 3 clusters Score -28514.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28515.210938 Penalty: 588.419128
	Iteration 11Q: 3 clusters Score -28515.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28517.064453 Penalty: 588.419128
	Iteration 12Q: 3 clusters Score -28517.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28520.701172 Penalty: 588.419128
	Iteration 13Q: 3 clusters Score -28520.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28530.732422 Penalty: 588.419128
	Iteration 14Q: 3 clusters Score -28530.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28564.414062 Penalty: 588.419128
	Iteration 15Q: 3 clusters Score -28564.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28587.804688 Penalty: 588.419128
	Iteration 16Q: 3 clusters Score -28587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28598.234375 Penalty: 588.419128
	Iteration 17Q: 3 clusters Score -28598.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -28611.060547 Penalty: 588.419128
	Iteration 18Q: 3 clusters Score -28611.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -28616.304688 Penalty: 588.419128
	Iteration 19Q: 3 clusters Score -28616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28617.900391 Penalty: 588.419128
	Iteration 20F: 3 clusters Score -28617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28618.148438 Penalty: 588.419128
	Iteration 21Q: 3 clusters Score -28618.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28618.148438 Penalty: 588.419128
	Iteration 22F: 3 clusters Score -28618.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 147521 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 106609 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Entering Unmasked Estep 
Score: -58171004.000000 Penalty: 23286.234375
Splitting cluster 1 changes total score from -58170276.000000 to -58171004.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (21252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Entering Unmasked Estep 
Score: -1295710.125000 Penalty: 453.371399
	Iteration 0F: 2 clusters Score -1295710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1281507.500000 Penalty: 906.742798
	Iteration 0F: 3 clusters Score -1281508 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1287204.125000 Penalty: 906.742798
	Iteration 1F: 3 clusters Score -1287204 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1287506.000000 Penalty: 906.742798
	Iteration 2Q: 3 clusters Score -1287506 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1287989.875000 Penalty: 906.742798
	Iteration 3Q: 3 clusters Score -1287990 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1288826.875000 Penalty: 906.742798
	Iteration 4F: 3 clusters Score -1288827 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1290223.125000 Penalty: 906.742798
	Iteration 5F: 3 clusters Score -1290223 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1292124.125000 Penalty: 906.742798
	Iteration 6F: 3 clusters Score -1292124 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1293843.500000 Penalty: 906.742798
	Iteration 7F: 3 clusters Score -1293844 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1294811.375000 Penalty: 906.742798
	Iteration 8Q: 3 clusters Score -1294811 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1295165.000000 Penalty: 906.742798
	Iteration 9Q: 3 clusters Score -1295165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1295248.750000 Penalty: 906.742798
	Iteration 10Q: 3 clusters Score -1295249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1295279.375000 Penalty: 906.742798
	Iteration 11Q: 3 clusters Score -1295279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1295293.125000 Penalty: 906.742798
	Iteration 12Q: 3 clusters Score -1295293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1295304.875000 Penalty: 906.742798
	Iteration 13Q: 3 clusters Score -1295305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1295315.375000 Penalty: 906.742798
	Iteration 14Q: 3 clusters Score -1295315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1295322.250000 Penalty: 906.742798
	Iteration 15Q: 3 clusters Score -1295322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1295331.500000 Penalty: 906.742798
	Iteration 16Q: 3 clusters Score -1295332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1295335.000000 Penalty: 906.742798
	Iteration 17Q: 3 clusters Score -1295335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1295338.000000 Penalty: 906.742798
	Iteration 18Q: 3 clusters Score -1295338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1295339.125000 Penalty: 906.742798
	Iteration 19Q: 3 clusters Score -1295339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1295339.000000 Penalty: 906.742798
	Iteration 20F: 3 clusters Score -1295339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1295338.625000 Penalty: 906.742798
	Iteration 21Q: 3 clusters Score -1295339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1295338.625000 Penalty: 906.742798
	Iteration 22F: 3 clusters Score -1295339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -215976.718750 Penalty: 379.065247
	Iteration 0F: 2 clusters Score -215976.7 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 2043 members 
Entering Unmasked Estep 
Score: -213187.250000 Penalty: 758.130493
	Iteration 0F: 3 clusters Score -213187.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -214495.375000 Penalty: 758.130493
	Iteration 1F: 3 clusters Score -214495.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -214757.312500 Penalty: 758.130493
	Iteration 2F: 3 clusters Score -214757.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -215033.906250 Penalty: 758.130493
	Iteration 3F: 3 clusters Score -215033.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -215278.437500 Penalty: 758.130493
	Iteration 4F: 3 clusters Score -215278.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -215437.750000 Penalty: 758.130493
	Iteration 5F: 3 clusters Score -215437.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -215521.906250 Penalty: 758.130493
	Iteration 6Q: 3 clusters Score -215521.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -215572.625000 Penalty: 758.130493
	Iteration 7Q: 3 clusters Score -215572.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -215598.734375 Penalty: 758.130493
	Iteration 8Q: 3 clusters Score -215598.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -215613.140625 Penalty: 758.130493
	Iteration 9Q: 3 clusters Score -215613.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -215626.218750 Penalty: 758.130493
	Iteration 10Q: 3 clusters Score -215626.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215640.234375 Penalty: 758.130493
	Iteration 11Q: 3 clusters Score -215640.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -215655.859375 Penalty: 758.130493
	Iteration 12Q: 3 clusters Score -215655.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -215673.468750 Penalty: 758.130493
	Iteration 13Q: 3 clusters Score -215673.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -215685.437500 Penalty: 758.130493
	Iteration 14Q: 3 clusters Score -215685.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -215694.328125 Penalty: 758.130493
	Iteration 15Q: 3 clusters Score -215694.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -215700.453125 Penalty: 758.130493
	Iteration 16Q: 3 clusters Score -215700.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -215703.390625 Penalty: 758.130493
	Iteration 17Q: 3 clusters Score -215703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -215703.968750 Penalty: 758.130493
	Iteration 18Q: 3 clusters Score -215704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -215704.265625 Penalty: 758.130493
	Iteration 19Q: 3 clusters Score -215704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -215705.406250 Penalty: 758.130493
	Iteration 20F: 3 clusters Score -215705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -215707.593750 Penalty: 758.130493
	Iteration 21Q: 3 clusters Score -215707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -215710.750000 Penalty: 758.130493
	Iteration 22Q: 3 clusters Score -215710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -215715.437500 Penalty: 758.130493
	Iteration 23Q: 3 clusters Score -215715.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215724.093750 Penalty: 758.130493
	Iteration 24Q: 3 clusters Score -215724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -215731.015625 Penalty: 758.130493
	Iteration 25Q: 3 clusters Score -215731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -215738.125000 Penalty: 758.130493
	Iteration 26Q: 3 clusters Score -215738.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215743.171875 Penalty: 758.130493
	Iteration 27Q: 3 clusters Score -215743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215745.593750 Penalty: 758.130493
	Iteration 28Q: 3 clusters Score -215745.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215747.515625 Penalty: 758.130493
	Iteration 29Q: 3 clusters Score -215747.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -215750.718750 Penalty: 758.130493
	Iteration 30Q: 3 clusters Score -215750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215752.125000 Penalty: 758.130493
	Iteration 31Q: 3 clusters Score -215752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215753.750000 Penalty: 758.130493
	Iteration 32Q: 3 clusters Score -215753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215756.890625 Penalty: 758.130493
	Iteration 33Q: 3 clusters Score -215756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215758.281250 Penalty: 758.130493
	Iteration 34Q: 3 clusters Score -215758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -215759.015625 Penalty: 758.130493
	Iteration 35Q: 3 clusters Score -215759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -215759.234375 Penalty: 758.130493
	Iteration 36Q: 3 clusters Score -215759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215759.343750 Penalty: 758.130493
	Iteration 37Q: 3 clusters Score -215759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -215760.281250 Penalty: 758.130493
	Iteration 38Q: 3 clusters Score -215760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215760.578125 Penalty: 758.130493
	Iteration 39Q: 3 clusters Score -215760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215761.234375 Penalty: 758.130493
	Iteration 40F: 3 clusters Score -215761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -215761.781250 Penalty: 758.130493
	Iteration 41Q: 3 clusters Score -215761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215762.234375 Penalty: 758.130493
	Iteration 42Q: 3 clusters Score -215762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215762.484375 Penalty: 758.130493
	Iteration 43Q: 3 clusters Score -215762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215763.203125 Penalty: 758.130493
	Iteration 44Q: 3 clusters Score -215763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215764.281250 Penalty: 758.130493
	Iteration 45Q: 3 clusters Score -215764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215764.546875 Penalty: 758.130493
	Iteration 46Q: 3 clusters Score -215764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215764.640625 Penalty: 758.130493
	Iteration 47Q: 3 clusters Score -215764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215764.640625 Penalty: 758.130493
	Iteration 48F: 3 clusters Score -215764.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Entering Unmasked Estep 
Score: -329844.312500 Penalty: 391.495117
	Iteration 0F: 2 clusters Score -329844.3 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 2748 members 
Entering Unmasked Estep 
Score: -326166.812500 Penalty: 782.990234
	Iteration 0F: 3 clusters Score -326166.8 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -327522.093750 Penalty: 782.990234
	Iteration 1F: 3 clusters Score -327522.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -327736.187500 Penalty: 782.990234
	Iteration 2F: 3 clusters Score -327736.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -328057.125000 Penalty: 782.990234
	Iteration 3F: 3 clusters Score -328057.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -328459.343750 Penalty: 782.990234
	Iteration 4F: 3 clusters Score -328459.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -328767.437500 Penalty: 782.990234
	Iteration 5F: 3 clusters Score -328767.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -329028.375000 Penalty: 782.990234
	Iteration 6F: 3 clusters Score -329028.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -329257.343750 Penalty: 782.990234
	Iteration 7F: 3 clusters Score -329257.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -329430.281250 Penalty: 782.990234
	Iteration 8F: 3 clusters Score -329430.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -329556.250000 Penalty: 782.990234
	Iteration 9Q: 3 clusters Score -329556.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -329635.031250 Penalty: 782.990234
	Iteration 10Q: 3 clusters Score -329635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -329678.906250 Penalty: 782.990234
	Iteration 11Q: 3 clusters Score -329678.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -329713.406250 Penalty: 782.990234
	Iteration 12Q: 3 clusters Score -329713.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329741.718750 Penalty: 782.990234
	Iteration 13Q: 3 clusters Score -329741.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -329769.562500 Penalty: 782.990234
	Iteration 14Q: 3 clusters Score -329769.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -329785.656250 Penalty: 782.990234
	Iteration 15Q: 3 clusters Score -329785.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -329792.781250 Penalty: 782.990234
	Iteration 16Q: 3 clusters Score -329792.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -329801.812500 Penalty: 782.990234
	Iteration 17Q: 3 clusters Score -329801.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -329809.062500 Penalty: 782.990234
	Iteration 18Q: 3 clusters Score -329809.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -329814.843750 Penalty: 782.990234
	Iteration 19Q: 3 clusters Score -329814.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -329818.031250 Penalty: 782.990234
	Iteration 20F: 3 clusters Score -329818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -329822.812500 Penalty: 782.990234
	Iteration 21Q: 3 clusters Score -329822.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -329826.750000 Penalty: 782.990234
	Iteration 22Q: 3 clusters Score -329826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -329827.843750 Penalty: 782.990234
	Iteration 23Q: 3 clusters Score -329827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -329828.937500 Penalty: 782.990234
	Iteration 24Q: 3 clusters Score -329828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -329830.218750 Penalty: 782.990234
	Iteration 25Q: 3 clusters Score -329830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -329831.718750 Penalty: 782.990234
	Iteration 26Q: 3 clusters Score -329831.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -329834.093750 Penalty: 782.990234
	Iteration 27Q: 3 clusters Score -329834.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -329835.531250 Penalty: 782.990234
	Iteration 28Q: 3 clusters Score -329835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -329837.250000 Penalty: 782.990234
	Iteration 29Q: 3 clusters Score -329837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -329840.125000 Penalty: 782.990234
	Iteration 30Q: 3 clusters Score -329840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -329843.718750 Penalty: 782.990234
	Iteration 31Q: 3 clusters Score -329843.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -329847.375000 Penalty: 782.990234
	Iteration 32Q: 3 clusters Score -329847.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -329851.937500 Penalty: 782.990234
	Iteration 33Q: 3 clusters Score -329851.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -329856.656250 Penalty: 782.990234
	Iteration 34Q: 3 clusters Score -329856.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -329862.031250 Penalty: 782.990234
	Iteration 35Q: 3 clusters Score -329862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -329863.750000 Penalty: 782.990234
	Iteration 36Q: 3 clusters Score -329863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -329866.718750 Penalty: 782.990234
	Iteration 37Q: 3 clusters Score -329866.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -329869.250000 Penalty: 782.990234
	Iteration 38Q: 3 clusters Score -329869.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -329871.343750 Penalty: 782.990234
	Iteration 39Q: 3 clusters Score -329871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -329872.187500 Penalty: 782.990234
	Iteration 40F: 3 clusters Score -329872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -329874.093750 Penalty: 782.990234
	Iteration 41Q: 3 clusters Score -329874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -329874.656250 Penalty: 782.990234
	Iteration 42Q: 3 clusters Score -329874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -329876.437500 Penalty: 782.990234
	Iteration 43Q: 3 clusters Score -329876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -329876.000000 Penalty: 782.990234
	Iteration 44Q: 3 clusters Score -329876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -329876.625000 Penalty: 782.990234
	Iteration 45Q: 3 clusters Score -329876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -329876.968750 Penalty: 782.990234
	Iteration 46Q: 3 clusters Score -329877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -329876.968750 Penalty: 782.990234
	Iteration 47Q: 3 clusters Score -329877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -329877.781250 Penalty: 782.990234
	Iteration 48Q: 3 clusters Score -329877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -329879.000000 Penalty: 782.990234
	Iteration 49Q: 3 clusters Score -329879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -329878.500000 Penalty: 782.990234
	Iteration 50Q: 3 clusters Score -329878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -329878.500000 Penalty: 782.990234
	Iteration 51Q: 3 clusters Score -329878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -329878.687500 Penalty: 782.990234
	Iteration 52Q: 3 clusters Score -329878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -329878.687500 Penalty: 782.990234
	Iteration 53F: 3 clusters Score -329878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 147521 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 106609 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Entering Unmasked Estep 
Score: -58170796.000000 Penalty: 23915.591797
Splitting cluster 4 changes total score from -58170276.000000 to -58170796.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (37276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Entering Unmasked Estep 
Score: -2236771.500000 Penalty: 478.937775
	Iteration 0F: 2 clusters Score -2236772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2211715.500000 Penalty: 957.875549
	Iteration 0F: 3 clusters Score -2211716 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2222855.000000 Penalty: 957.875549
	Iteration 1F: 3 clusters Score -2222855 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2223557.000000 Penalty: 957.875549
	Iteration 2Q: 3 clusters Score -2223557 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2224629.000000 Penalty: 957.875549
	Iteration 3F: 3 clusters Score -2224629 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2226260.500000 Penalty: 957.875549
	Iteration 4F: 3 clusters Score -2226260 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2228606.000000 Penalty: 957.875549
	Iteration 5F: 3 clusters Score -2228606 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2231070.250000 Penalty: 957.875549
	Iteration 6F: 3 clusters Score -2231070 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2232564.000000 Penalty: 957.875549
	Iteration 7F: 3 clusters Score -2232564 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2233132.000000 Penalty: 957.875549
	Iteration 8Q: 3 clusters Score -2233132 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2233395.250000 Penalty: 957.875549
	Iteration 9Q: 3 clusters Score -2233395 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2233591.500000 Penalty: 957.875549
	Iteration 10Q: 3 clusters Score -2233592 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2233744.000000 Penalty: 957.875549
	Iteration 11Q: 3 clusters Score -2233744 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2233881.250000 Penalty: 957.875549
	Iteration 12Q: 3 clusters Score -2233881 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2233985.500000 Penalty: 957.875549
	Iteration 13Q: 3 clusters Score -2233986 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2234051.750000 Penalty: 957.875549
	Iteration 14Q: 3 clusters Score -2234052 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2234129.500000 Penalty: 957.875549
	Iteration 15Q: 3 clusters Score -2234130 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2234179.750000 Penalty: 957.875549
	Iteration 16Q: 3 clusters Score -2234180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2234223.500000 Penalty: 957.875549
	Iteration 17Q: 3 clusters Score -2234224 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2234274.250000 Penalty: 957.875549
	Iteration 18Q: 3 clusters Score -2234274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2234327.000000 Penalty: 957.875549
	Iteration 19Q: 3 clusters Score -2234327 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2234359.500000 Penalty: 957.875549
	Iteration 20F: 3 clusters Score -2234360 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2234416.750000 Penalty: 957.875549
	Iteration 21Q: 3 clusters Score -2234417 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2234454.750000 Penalty: 957.875549
	Iteration 22Q: 3 clusters Score -2234455 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2234498.750000 Penalty: 957.875549
	Iteration 23Q: 3 clusters Score -2234499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2234529.000000 Penalty: 957.875549
	Iteration 24Q: 3 clusters Score -2234529 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2234557.750000 Penalty: 957.875549
	Iteration 25Q: 3 clusters Score -2234558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2234582.500000 Penalty: 957.875549
	Iteration 26Q: 3 clusters Score -2234582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2234621.500000 Penalty: 957.875549
	Iteration 27Q: 3 clusters Score -2234622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2234635.000000 Penalty: 957.875549
	Iteration 28Q: 3 clusters Score -2234635 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2234672.000000 Penalty: 957.875549
	Iteration 29Q: 3 clusters Score -2234672 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2234716.000000 Penalty: 957.875549
	Iteration 30Q: 3 clusters Score -2234716 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2234767.750000 Penalty: 957.875549
	Iteration 31Q: 3 clusters Score -2234768 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2234801.000000 Penalty: 957.875549
	Iteration 32Q: 3 clusters Score -2234801 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2234856.000000 Penalty: 957.875549
	Iteration 33Q: 3 clusters Score -2234856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2234894.250000 Penalty: 957.875549
	Iteration 34Q: 3 clusters Score -2234894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2234934.250000 Penalty: 957.875549
	Iteration 35Q: 3 clusters Score -2234934 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2234988.000000 Penalty: 957.875549
	Iteration 36Q: 3 clusters Score -2234988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2235039.500000 Penalty: 957.875549
	Iteration 37Q: 3 clusters Score -2235040 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2235094.750000 Penalty: 957.875549
	Iteration 38Q: 3 clusters Score -2235095 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2235141.000000 Penalty: 957.875549
	Iteration 39Q: 3 clusters Score -2235141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2235180.750000 Penalty: 957.875549
	Iteration 40F: 3 clusters Score -2235181 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2235238.750000 Penalty: 957.875549
	Iteration 41Q: 3 clusters Score -2235239 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2235317.750000 Penalty: 957.875549
	Iteration 42Q: 3 clusters Score -2235318 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2235380.250000 Penalty: 957.875549
	Iteration 43Q: 3 clusters Score -2235380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2235435.250000 Penalty: 957.875549
	Iteration 44Q: 3 clusters Score -2235435 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2235499.250000 Penalty: 957.875549
	Iteration 45Q: 3 clusters Score -2235499 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2235563.750000 Penalty: 957.875549
	Iteration 46Q: 3 clusters Score -2235564 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2235635.250000 Penalty: 957.875549
	Iteration 47Q: 3 clusters Score -2235635 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2235698.500000 Penalty: 957.875549
	Iteration 48Q: 3 clusters Score -2235698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2235753.250000 Penalty: 957.875549
	Iteration 49Q: 3 clusters Score -2235753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2235810.750000 Penalty: 957.875549
	Iteration 50Q: 3 clusters Score -2235811 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2235868.000000 Penalty: 957.875549
	Iteration 51Q: 3 clusters Score -2235868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2235930.750000 Penalty: 957.875549
	Iteration 52Q: 3 clusters Score -2235931 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2235971.000000 Penalty: 957.875549
	Iteration 53Q: 3 clusters Score -2235971 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2236028.750000 Penalty: 957.875549
	Iteration 54Q: 3 clusters Score -2236029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2236061.500000 Penalty: 957.875549
	Iteration 55Q: 3 clusters Score -2236062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2236102.500000 Penalty: 957.875549
	Iteration 56Q: 3 clusters Score -2236102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2236135.500000 Penalty: 957.875549
	Iteration 57Q: 3 clusters Score -2236136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2236162.500000 Penalty: 957.875549
	Iteration 58Q: 3 clusters Score -2236162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2236177.000000 Penalty: 957.875549
	Iteration 59Q: 3 clusters Score -2236177 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2236191.250000 Penalty: 957.875549
	Iteration 60F: 3 clusters Score -2236191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2236221.750000 Penalty: 957.875549
	Iteration 61Q: 3 clusters Score -2236222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2236248.750000 Penalty: 957.875549
	Iteration 62Q: 3 clusters Score -2236249 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2236275.000000 Penalty: 957.875549
	Iteration 63Q: 3 clusters Score -2236275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2236296.250000 Penalty: 957.875549
	Iteration 64Q: 3 clusters Score -2236296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2236309.500000 Penalty: 957.875549
	Iteration 65Q: 3 clusters Score -2236310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2236314.750000 Penalty: 957.875549
	Iteration 66Q: 3 clusters Score -2236315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2236319.250000 Penalty: 957.875549
	Iteration 67Q: 3 clusters Score -2236319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2236326.750000 Penalty: 957.875549
	Iteration 68Q: 3 clusters Score -2236327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2236334.750000 Penalty: 957.875549
	Iteration 69Q: 3 clusters Score -2236335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2236341.750000 Penalty: 957.875549
	Iteration 70Q: 3 clusters Score -2236342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2236348.500000 Penalty: 957.875549
	Iteration 71Q: 3 clusters Score -2236348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2236355.000000 Penalty: 957.875549
	Iteration 72Q: 3 clusters Score -2236355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2236360.750000 Penalty: 957.875549
	Iteration 73Q: 3 clusters Score -2236361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2236366.750000 Penalty: 957.875549
	Iteration 74Q: 3 clusters Score -2236367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2236372.750000 Penalty: 957.875549
	Iteration 75Q: 3 clusters Score -2236373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2236379.250000 Penalty: 957.875549
	Iteration 76Q: 3 clusters Score -2236379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2236383.250000 Penalty: 957.875549
	Iteration 77Q: 3 clusters Score -2236383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2236385.750000 Penalty: 957.875549
	Iteration 78Q: 3 clusters Score -2236386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2236396.000000 Penalty: 957.875549
	Iteration 79Q: 3 clusters Score -2236396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2236397.750000 Penalty: 957.875549
	Iteration 80F: 3 clusters Score -2236398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2236398.250000 Penalty: 957.875549
	Iteration 81Q: 3 clusters Score -2236398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2236398.250000 Penalty: 957.875549
	Iteration 82Q: 3 clusters Score -2236398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2236397.250000 Penalty: 957.875549
	Iteration 83Q: 3 clusters Score -2236397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2236397.500000 Penalty: 957.875549
	Iteration 84Q: 3 clusters Score -2236398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2236402.000000 Penalty: 957.875549
	Iteration 85Q: 3 clusters Score -2236402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2236402.750000 Penalty: 957.875549
	Iteration 86Q: 3 clusters Score -2236403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2236404.000000 Penalty: 957.875549
	Iteration 87Q: 3 clusters Score -2236404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2236405.250000 Penalty: 957.875549
	Iteration 88Q: 3 clusters Score -2236405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2236403.500000 Penalty: 957.875549
	Iteration 89Q: 3 clusters Score -2236404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2236408.500000 Penalty: 957.875549
	Iteration 90Q: 3 clusters Score -2236408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2236410.750000 Penalty: 957.875549
	Iteration 91Q: 3 clusters Score -2236411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2236416.000000 Penalty: 957.875549
	Iteration 92Q: 3 clusters Score -2236416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2236420.750000 Penalty: 957.875549
	Iteration 93Q: 3 clusters Score -2236421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2236422.500000 Penalty: 957.875549
	Iteration 94Q: 3 clusters Score -2236422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2236425.250000 Penalty: 957.875549
	Iteration 95Q: 3 clusters Score -2236425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2236426.250000 Penalty: 957.875549
	Iteration 96Q: 3 clusters Score -2236426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2236428.250000 Penalty: 957.875549
	Iteration 97Q: 3 clusters Score -2236428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2236430.500000 Penalty: 957.875549
	Iteration 98Q: 3 clusters Score -2236430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2236431.500000 Penalty: 957.875549
	Iteration 99Q: 3 clusters Score -2236432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2236435.000000 Penalty: 957.875549
	Iteration 100F: 3 clusters Score -2236435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2236434.750000 Penalty: 957.875549
	Iteration 101Q: 3 clusters Score -2236435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2236435.000000 Penalty: 957.875549
	Iteration 102Q: 3 clusters Score -2236435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2236437.000000 Penalty: 957.875549
	Iteration 103Q: 3 clusters Score -2236437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2236435.750000 Penalty: 957.875549
	Iteration 104Q: 3 clusters Score -2236436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2236435.750000 Penalty: 957.875549
	Iteration 105Q: 3 clusters Score -2236436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2236435.750000 Penalty: 957.875549
	Iteration 106F: 3 clusters Score -2236436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Entering Unmasked Estep 
Score: -730803.187500 Penalty: 428.065948
	Iteration 0F: 2 clusters Score -730803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -722722.062500 Penalty: 856.131897
	Iteration 0F: 3 clusters Score -722722.1 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -725967.562500 Penalty: 856.131897
	Iteration 1F: 3 clusters Score -725967.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -726153.187500 Penalty: 856.131897
	Iteration 2Q: 3 clusters Score -726153.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -726328.250000 Penalty: 856.131897
	Iteration 3Q: 3 clusters Score -726328.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -726512.375000 Penalty: 856.131897
	Iteration 4Q: 3 clusters Score -726512.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -726680.187500 Penalty: 856.131897
	Iteration 5Q: 3 clusters Score -726680.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -726842.125000 Penalty: 856.131897
	Iteration 6Q: 3 clusters Score -726842.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -727026.875000 Penalty: 856.131897
	Iteration 7Q: 3 clusters Score -727026.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -727238.937500 Penalty: 856.131897
	Iteration 8Q: 3 clusters Score -727238.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -727452.750000 Penalty: 856.131897
	Iteration 9Q: 3 clusters Score -727452.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -727744.750000 Penalty: 856.131897
	Iteration 10Q: 3 clusters Score -727744.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -728078.250000 Penalty: 856.131897
	Iteration 11Q: 3 clusters Score -728078.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -728457.187500 Penalty: 856.131897
	Iteration 12Q: 3 clusters Score -728457.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -728866.250000 Penalty: 856.131897
	Iteration 13Q: 3 clusters Score -728866.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -729162.250000 Penalty: 856.131897
	Iteration 14Q: 3 clusters Score -729162.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -729369.250000 Penalty: 856.131897
	Iteration 15Q: 3 clusters Score -729369.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -729489.812500 Penalty: 856.131897
	Iteration 16Q: 3 clusters Score -729489.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -729577.187500 Penalty: 856.131897
	Iteration 17Q: 3 clusters Score -729577.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -729637.250000 Penalty: 856.131897
	Iteration 18Q: 3 clusters Score -729637.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -729696.750000 Penalty: 856.131897
	Iteration 19Q: 3 clusters Score -729696.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -729752.125000 Penalty: 856.131897
	Iteration 20F: 3 clusters Score -729752.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -729803.500000 Penalty: 856.131897
	Iteration 21Q: 3 clusters Score -729803.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -729848.812500 Penalty: 856.131897
	Iteration 22Q: 3 clusters Score -729848.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -729882.812500 Penalty: 856.131897
	Iteration 23Q: 3 clusters Score -729882.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -729917.125000 Penalty: 856.131897
	Iteration 24Q: 3 clusters Score -729917.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -729949.250000 Penalty: 856.131897
	Iteration 25Q: 3 clusters Score -729949.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -729985.437500 Penalty: 856.131897
	Iteration 26Q: 3 clusters Score -729985.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -730029.000000 Penalty: 856.131897
	Iteration 27Q: 3 clusters Score -730029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -730068.375000 Penalty: 856.131897
	Iteration 28Q: 3 clusters Score -730068.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -730114.437500 Penalty: 856.131897
	Iteration 29Q: 3 clusters Score -730114.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -730155.312500 Penalty: 856.131897
	Iteration 30Q: 3 clusters Score -730155.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -730201.250000 Penalty: 856.131897
	Iteration 31Q: 3 clusters Score -730201.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -730246.750000 Penalty: 856.131897
	Iteration 32Q: 3 clusters Score -730246.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -730279.000000 Penalty: 856.131897
	Iteration 33Q: 3 clusters Score -730279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -730303.125000 Penalty: 856.131897
	Iteration 34Q: 3 clusters Score -730303.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -730319.937500 Penalty: 856.131897
	Iteration 35Q: 3 clusters Score -730319.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -730335.750000 Penalty: 856.131897
	Iteration 36Q: 3 clusters Score -730335.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -730347.500000 Penalty: 856.131897
	Iteration 37Q: 3 clusters Score -730347.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -730355.375000 Penalty: 856.131897
	Iteration 38Q: 3 clusters Score -730355.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -730361.062500 Penalty: 856.131897
	Iteration 39Q: 3 clusters Score -730361.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -730370.125000 Penalty: 856.131897
	Iteration 40F: 3 clusters Score -730370.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -730374.750000 Penalty: 856.131897
	Iteration 41Q: 3 clusters Score -730374.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -730382.062500 Penalty: 856.131897
	Iteration 42Q: 3 clusters Score -730382.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -730391.312500 Penalty: 856.131897
	Iteration 43Q: 3 clusters Score -730391.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -730403.937500 Penalty: 856.131897
	Iteration 44Q: 3 clusters Score -730403.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -730414.375000 Penalty: 856.131897
	Iteration 45Q: 3 clusters Score -730414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -730425.562500 Penalty: 856.131897
	Iteration 46Q: 3 clusters Score -730425.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -730434.312500 Penalty: 856.131897
	Iteration 47Q: 3 clusters Score -730434.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -730443.937500 Penalty: 856.131897
	Iteration 48Q: 3 clusters Score -730443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -730448.875000 Penalty: 856.131897
	Iteration 49Q: 3 clusters Score -730448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -730452.437500 Penalty: 856.131897
	Iteration 50Q: 3 clusters Score -730452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -730459.500000 Penalty: 856.131897
	Iteration 51Q: 3 clusters Score -730459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -730464.875000 Penalty: 856.131897
	Iteration 52Q: 3 clusters Score -730464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -730468.375000 Penalty: 856.131897
	Iteration 53Q: 3 clusters Score -730468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -730471.562500 Penalty: 856.131897
	Iteration 54Q: 3 clusters Score -730471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -730473.437500 Penalty: 856.131897
	Iteration 55Q: 3 clusters Score -730473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -730474.812500 Penalty: 856.131897
	Iteration 56Q: 3 clusters Score -730474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -730474.312500 Penalty: 856.131897
	Iteration 57Q: 3 clusters Score -730474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -730474.500000 Penalty: 856.131897
	Iteration 58Q: 3 clusters Score -730474.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -730474.500000 Penalty: 856.131897
	Iteration 59F: 3 clusters Score -730474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131430 members 
Entering Unmasked Estep 
Score: -7714903.000000 Penalty: 536.273499
	Iteration 0F: 2 clusters Score -7714903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -7626909.500000 Penalty: 1072.546997
	Iteration 0F: 3 clusters Score -7626910 nChanged 64595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -7668398.000000 Penalty: 1072.546997
	Iteration 1F: 3 clusters Score -7668398 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -7672237.000000 Penalty: 1072.546997
	Iteration 2F: 3 clusters Score -7672237 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -7677725.000000 Penalty: 1072.546997
	Iteration 3F: 3 clusters Score -7677725 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -7684267.500000 Penalty: 1072.546997
	Iteration 4F: 3 clusters Score -7684268 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -7690089.000000 Penalty: 1072.546997
	Iteration 5F: 3 clusters Score -7690089 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -7694039.000000 Penalty: 1072.546997
	Iteration 6F: 3 clusters Score -7694039 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -7696369.500000 Penalty: 1072.546997
	Iteration 7Q: 3 clusters Score -7696370 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -7697847.500000 Penalty: 1072.546997
	Iteration 8Q: 3 clusters Score -7697848 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -7699039.000000 Penalty: 1072.546997
	Iteration 9Q: 3 clusters Score -7699039 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -7700160.000000 Penalty: 1072.546997
	Iteration 10Q: 3 clusters Score -7700160 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -7701342.500000 Penalty: 1072.546997
	Iteration 11Q: 3 clusters Score -7701342 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -7702617.000000 Penalty: 1072.546997
	Iteration 12Q: 3 clusters Score -7702617 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -7704034.000000 Penalty: 1072.546997
	Iteration 13Q: 3 clusters Score -7704034 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 116414 members 
Entering Unmasked Estep 
Score: -7705503.500000 Penalty: 1072.546997
	Iteration 14Q: 3 clusters Score -7705504 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -7706898.000000 Penalty: 1072.546997
	Iteration 15Q: 3 clusters Score -7706898 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -7708351.500000 Penalty: 1072.546997
	Iteration 16Q: 3 clusters Score -7708352 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -7709891.000000 Penalty: 1072.546997
	Iteration 17Q: 3 clusters Score -7709891 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -7711145.000000 Penalty: 1072.546997
	Iteration 18Q: 3 clusters Score -7711145 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 127464 members 
Entering Unmasked Estep 
Score: -7712153.000000 Penalty: 1072.546997
	Iteration 19Q: 3 clusters Score -7712153 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 128681 members 
Entering Unmasked Estep 
Score: -7712869.000000 Penalty: 1072.546997
	Iteration 20F: 3 clusters Score -7712869 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 129567 members 
Entering Unmasked Estep 
Score: -7713441.500000 Penalty: 1072.546997
	Iteration 21Q: 3 clusters Score -7713442 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -7713851.000000 Penalty: 1072.546997
	Iteration 22Q: 3 clusters Score -7713851 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 130574 members 
Entering Unmasked Estep 
Score: -7714084.500000 Penalty: 1072.546997
	Iteration 23Q: 3 clusters Score -7714084 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 130801 members 
Entering Unmasked Estep 
Score: -7714201.500000 Penalty: 1072.546997
	Iteration 24Q: 3 clusters Score -7714202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 130930 members 
Entering Unmasked Estep 
Score: -7714279.500000 Penalty: 1072.546997
	Iteration 25Q: 3 clusters Score -7714280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -7714331.000000 Penalty: 1072.546997
	Iteration 26Q: 3 clusters Score -7714331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -7714386.000000 Penalty: 1072.546997
	Iteration 27Q: 3 clusters Score -7714386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -7714415.500000 Penalty: 1072.546997
	Iteration 28Q: 3 clusters Score -7714416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -7714440.000000 Penalty: 1072.546997
	Iteration 29Q: 3 clusters Score -7714440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -7714457.000000 Penalty: 1072.546997
	Iteration 30Q: 3 clusters Score -7714457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -7714465.000000 Penalty: 1072.546997
	Iteration 31Q: 3 clusters Score -7714465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 131140 members 
Entering Unmasked Estep 
Score: -7714473.000000 Penalty: 1072.546997
	Iteration 32Q: 3 clusters Score -7714473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131146 members 
Entering Unmasked Estep 
Score: -7714483.000000 Penalty: 1072.546997
	Iteration 33Q: 3 clusters Score -7714483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 131154 members 
Entering Unmasked Estep 
Score: -7714491.500000 Penalty: 1072.546997
	Iteration 34Q: 3 clusters Score -7714492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -7714487.000000 Penalty: 1072.546997
	Iteration 35Q: 3 clusters Score -7714487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131166 members 
Entering Unmasked Estep 
Score: -7714486.000000 Penalty: 1072.546997
	Iteration 36Q: 3 clusters Score -7714486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 131168 members 
Entering Unmasked Estep 
Score: -7714484.500000 Penalty: 1072.546997
	Iteration 37Q: 3 clusters Score -7714484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 131168 members 
Entering Unmasked Estep 
Score: -7714484.000000 Penalty: 1072.546997
	Iteration 38Q: 3 clusters Score -7714484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -7714480.000000 Penalty: 1072.546997
	Iteration 39Q: 3 clusters Score -7714480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -7714481.500000 Penalty: 1072.546997
	Iteration 40F: 3 clusters Score -7714482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 131172 members 
Entering Unmasked Estep 
Score: -7714481.000000 Penalty: 1072.546997
	Iteration 41Q: 3 clusters Score -7714481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -7714478.500000 Penalty: 1072.546997
	Iteration 42Q: 3 clusters Score -7714478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -7714476.500000 Penalty: 1072.546997
	Iteration 43Q: 3 clusters Score -7714476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -7714479.500000 Penalty: 1072.546997
	Iteration 44Q: 3 clusters Score -7714480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -7714482.500000 Penalty: 1072.546997
	Iteration 45Q: 3 clusters Score -7714482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 131182 members 
Entering Unmasked Estep 
Score: -7714481.000000 Penalty: 1072.546997
	Iteration 46Q: 3 clusters Score -7714481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -7714483.500000 Penalty: 1072.546997
	Iteration 47Q: 3 clusters Score -7714484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -7714490.500000 Penalty: 1072.546997
	Iteration 48Q: 3 clusters Score -7714490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -7714486.500000 Penalty: 1072.546997
	Iteration 49Q: 3 clusters Score -7714486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -7714491.500000 Penalty: 1072.546997
	Iteration 50Q: 3 clusters Score -7714492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -7714494.500000 Penalty: 1072.546997
	Iteration 51Q: 3 clusters Score -7714494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -7714491.000000 Penalty: 1072.546997
	Iteration 52Q: 3 clusters Score -7714491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -7714491.000000 Penalty: 1072.546997
	Iteration 53Q: 3 clusters Score -7714491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -7714490.500000 Penalty: 1072.546997
	Iteration 54Q: 3 clusters Score -7714490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 131194 members 
Entering Unmasked Estep 
Score: -7714488.000000 Penalty: 1072.546997
	Iteration 55Q: 3 clusters Score -7714488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 131195 members 
Entering Unmasked Estep 
Score: -7714491.500000 Penalty: 1072.546997
	Iteration 56Q: 3 clusters Score -7714492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 131195 members 
Entering Unmasked Estep 
Score: -7714491.500000 Penalty: 1072.546997
	Iteration 57F: 3 clusters Score -7714492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (147521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Entering Unmasked Estep 
Score: -8880125.000000 Penalty: 541.528503
	Iteration 0F: 2 clusters Score -8880125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -8786948.000000 Penalty: 1083.057007
	Iteration 0F: 3 clusters Score -8786948 nChanged 72331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -8829756.000000 Penalty: 1083.057007
	Iteration 1F: 3 clusters Score -8829756 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -8830582.000000 Penalty: 1083.057007
	Iteration 2Q: 3 clusters Score -8830582 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8831745.000000 Penalty: 1083.057007
	Iteration 3Q: 3 clusters Score -8831745 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -8833708.000000 Penalty: 1083.057007
	Iteration 4Q: 3 clusters Score -8833708 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -8836999.000000 Penalty: 1083.057007
	Iteration 5Q: 3 clusters Score -8836999 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -8842017.000000 Penalty: 1083.057007
	Iteration 6F: 3 clusters Score -8842017 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8849361.000000 Penalty: 1083.057007
	Iteration 7F: 3 clusters Score -8849361 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -8857911.000000 Penalty: 1083.057007
	Iteration 8F: 3 clusters Score -8857911 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -8865343.000000 Penalty: 1083.057007
	Iteration 9F: 3 clusters Score -8865343 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8870182.000000 Penalty: 1083.057007
	Iteration 10Q: 3 clusters Score -8870182 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -8872359.000000 Penalty: 1083.057007
	Iteration 11Q: 3 clusters Score -8872359 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -8873513.000000 Penalty: 1083.057007
	Iteration 12Q: 3 clusters Score -8873513 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -8874344.000000 Penalty: 1083.057007
	Iteration 13Q: 3 clusters Score -8874344 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -8875006.000000 Penalty: 1083.057007
	Iteration 14Q: 3 clusters Score -8875006 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8875648.000000 Penalty: 1083.057007
	Iteration 15Q: 3 clusters Score -8875648 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126340 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -8876094.000000 Penalty: 1083.057007
	Iteration 16Q: 3 clusters Score -8876094 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -8876519.000000 Penalty: 1083.057007
	Iteration 17Q: 3 clusters Score -8876519 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127739 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -8876928.000000 Penalty: 1083.057007
	Iteration 18Q: 3 clusters Score -8876928 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128333 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -8877323.000000 Penalty: 1083.057007
	Iteration 19Q: 3 clusters Score -8877323 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -8877632.000000 Penalty: 1083.057007
	Iteration 20F: 3 clusters Score -8877632 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8877933.000000 Penalty: 1083.057007
	Iteration 21Q: 3 clusters Score -8877933 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -8878129.000000 Penalty: 1083.057007
	Iteration 22Q: 3 clusters Score -8878129 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -8878322.000000 Penalty: 1083.057007
	Iteration 23Q: 3 clusters Score -8878322 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -8878537.000000 Penalty: 1083.057007
	Iteration 24Q: 3 clusters Score -8878537 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130517 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -8878677.000000 Penalty: 1083.057007
	Iteration 25Q: 3 clusters Score -8878677 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8878801.000000 Penalty: 1083.057007
	Iteration 26Q: 3 clusters Score -8878801 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -8878949.000000 Penalty: 1083.057007
	Iteration 27Q: 3 clusters Score -8878949 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -8879036.000000 Penalty: 1083.057007
	Iteration 28Q: 3 clusters Score -8879036 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -8879115.000000 Penalty: 1083.057007
	Iteration 29Q: 3 clusters Score -8879115 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -8879257.000000 Penalty: 1083.057007
	Iteration 30Q: 3 clusters Score -8879257 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -8879410.000000 Penalty: 1083.057007
	Iteration 31Q: 3 clusters Score -8879410 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -8879595.000000 Penalty: 1083.057007
	Iteration 32Q: 3 clusters Score -8879595 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -8879768.000000 Penalty: 1083.057007
	Iteration 33Q: 3 clusters Score -8879768 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -8879908.000000 Penalty: 1083.057007
	Iteration 34Q: 3 clusters Score -8879908 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -8879948.000000 Penalty: 1083.057007
	Iteration 35Q: 3 clusters Score -8879948 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 129315 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8880058 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8880095 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129124 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8880092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -8880209.000000 Penalty: 1083.057007
	Iteration 40F: 3 clusters Score -8880209 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8880272 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8880294.000000 Penalty: 1083.057007
	Iteration 42Q: 3 clusters Score -8880294 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8880306 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128471 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8880274.000000 Penalty: 1083.057007
	Iteration 44Q: 3 clusters Score -8880274 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128367 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -8880288.000000 Penalty: 1083.057007
	Iteration 45Q: 3 clusters Score -8880288 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8880282 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128198 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -8880254.000000 Penalty: 1083.057007
	Iteration 47Q: 3 clusters Score -8880254 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -8880289.000000 Penalty: 1083.057007
	Iteration 48Q: 3 clusters Score -8880289 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -8880298.000000 Penalty: 1083.057007
	Iteration 49Q: 3 clusters Score -8880298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127986 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8880282.000000 Penalty: 1083.057007
	Iteration 50Q: 3 clusters Score -8880282 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -8880293.000000 Penalty: 1083.057007
	Iteration 51Q: 3 clusters Score -8880293 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -8880297.000000 Penalty: 1083.057007
	Iteration 52Q: 3 clusters Score -8880297 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8880288 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8880301.000000 Penalty: 1083.057007
	Iteration 54Q: 3 clusters Score -8880301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8880315.000000 Penalty: 1083.057007
	Iteration 55Q: 3 clusters Score -8880315 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8880317 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8880334.000000 Penalty: 1083.057007
	Iteration 57Q: 3 clusters Score -8880334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -8880341.000000 Penalty: 1083.057007
	Iteration 58Q: 3 clusters Score -8880341 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -8880326.000000 Penalty: 1083.057007
	Iteration 59Q: 3 clusters Score -8880326 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8880323.000000 Penalty: 1083.057007
	Iteration 60F: 3 clusters Score -8880323 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8880342 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8880332 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -8880333.000000 Penalty: 1083.057007
	Iteration 63Q: 3 clusters Score -8880333 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8880337 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8880342 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127340 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8880331 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8880363 nChanged 71
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8880355 nChanged 93
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8880349 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127042 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8880355 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -8880340.000000 Penalty: 1083.057007
	Iteration 71Q: 3 clusters Score -8880340 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8880358 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126839 members 
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Entering Unmasked Estep 
Score: -8880354.000000 Penalty: 1083.057007
	Iteration 73Q: 3 clusters Score -8880354 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8880365 nChanged 43
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Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8880368 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8880354 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8880352 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126710 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8880365 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8880367 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -8880363.000000 Penalty: 1083.057007
	Iteration 80F: 3 clusters Score -8880363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -8880346.000000 Penalty: 1083.057007
	Iteration 81Q: 3 clusters Score -8880346 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126604 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8880353 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -8880373.000000 Penalty: 1083.057007
	Iteration 83Q: 3 clusters Score -8880373 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8880378.000000 Penalty: 1083.057007
	Iteration 84Q: 3 clusters Score -8880378 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -8880383.000000 Penalty: 1083.057007
	Iteration 85Q: 3 clusters Score -8880383 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8880381.000000 Penalty: 1083.057007
	Iteration 86Q: 3 clusters Score -8880381 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126418 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8880387.000000 Penalty: 1083.057007
	Iteration 87Q: 3 clusters Score -8880387 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8880398 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8880380 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126289 members 
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Entering Unmasked Estep 
Score: -8880386.000000 Penalty: 1083.057007
	Iteration 90Q: 3 clusters Score -8880386 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126233 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8880384 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126190 members 
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Entering Unmasked Estep 
Score: -8880391.000000 Penalty: 1083.057007
	Iteration 92Q: 3 clusters Score -8880391 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8880384 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126143 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8880388 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126092 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8880389 nChanged 24
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Mstep: Class 1 contains 126074 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8880386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126043 members 
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Entering Unmasked Estep 
Score: -8880372.000000 Penalty: 1083.057007
	Iteration 97Q: 3 clusters Score -8880372 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126038 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8880381 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8880380 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125994 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8880385.000000 Penalty: 1083.057007
	Iteration 100F: 3 clusters Score -8880385 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125951 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8880397.000000 Penalty: 1083.057007
	Iteration 101Q: 3 clusters Score -8880397 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8880407.000000 Penalty: 1083.057007
	Iteration 102Q: 3 clusters Score -8880407 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -8880405.000000 Penalty: 1083.057007
	Iteration 103Q: 3 clusters Score -8880405 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8880414 nChanged 51
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Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8880416.000000 Penalty: 1083.057007
	Iteration 105Q: 3 clusters Score -8880416 nChanged 9
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Mstep: Class 1 contains 125780 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8880414 nChanged 5
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Mstep: Class 1 contains 125779 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8880407 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125729 members 
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Entering Unmasked Estep 
Score: -8880402.000000 Penalty: 1083.057007
	Iteration 108Q: 3 clusters Score -8880402 nChanged 47
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Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8880416 nChanged 35
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Mstep: Class 1 contains 125647 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8880409 nChanged 37
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8880410 nChanged 13
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Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8880418 nChanged 17
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8880439 nChanged 53
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Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8880436 nChanged 35
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Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8880443 nChanged 26
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Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8880448 nChanged 20
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Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8880462 nChanged 25
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Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8880465 nChanged 22
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8880468 nChanged 43
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Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8880473 nChanged 62
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8880461 nChanged 54
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Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8880463 nChanged 82
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8880463 nChanged 115
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Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8880481 nChanged 91
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Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8880503 nChanged 75
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Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8880515 nChanged 67
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Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8880495 nChanged 111
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8880503 nChanged 135
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8880513 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8880487 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8880504 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124225 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8880530 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8880558 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8880560 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8880583 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8880589 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8880589 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8880585 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8880596 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8880575 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8880560 nChanged 86
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Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8880576 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8880555 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8880546 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8880573 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8880624 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8880627 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8880641 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122108 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8880656 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8880655 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8880640 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8880653 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8880670 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8880676 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121309 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8880684 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8880701 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8880698 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121034 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8880683 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120916 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8880695 nChanged 124
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Mstep: Class 1 contains 120792 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8880710 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120666 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8880711 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8880719 nChanged 147
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Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8880724 nChanged 162
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Mstep: Class 1 contains 120264 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8880739 nChanged 178
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Mstep: Class 1 contains 120086 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8880748 nChanged 209
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Mstep: Class 1 contains 119877 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8880799 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8880808 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8880841 nChanged 239
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Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8880842 nChanged 199
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Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8880888 nChanged 205
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Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8880914 nChanged 207
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Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8880939 nChanged 215
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Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8880950 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8880976 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8880958 nChanged 284
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Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8880960 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117245 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8880967 nChanged 250
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Mstep: Class 1 contains 116995 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8880938 nChanged 295
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Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 30821 members 
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	Iteration 179Q: 3 clusters Score -8880984 nChanged 290
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Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8880981 nChanged 310
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Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 31421 members 
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	Iteration 181Q: 3 clusters Score -8880991 nChanged 394
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Mstep: Class 1 contains 115706 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8880988 nChanged 408
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Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8881029 nChanged 320
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Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 32543 members 
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	Iteration 184Q: 3 clusters Score -8881091 nChanged 343
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Mstep: Class 1 contains 114635 members 
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	Iteration 185Q: 3 clusters Score -8881102 nChanged 271
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	Iteration 186Q: 3 clusters Score -8881108 nChanged 325
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8881146 nChanged 361
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8881173 nChanged 333
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	Iteration 189Q: 3 clusters Score -8881186 nChanged 403
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Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8881238 nChanged 406
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Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8881273 nChanged 473
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Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8881285 nChanged 463
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Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8881300 nChanged 431
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Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8881316 nChanged 437
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Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8881301 nChanged 381
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Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8881311 nChanged 436
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Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8881372 nChanged 500
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Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8881396 nChanged 450
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Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8881416 nChanged 446
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Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8881401 nChanged 437
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Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8881393 nChanged 443
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Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8881383 nChanged 447
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Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8881377 nChanged 456
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Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8881387 nChanged 427
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Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8881433 nChanged 458
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Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8881464 nChanged 429
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Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8881473 nChanged 426
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Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8881502 nChanged 464
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Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8881486 nChanged 520
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Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8881421 nChanged 508
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Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8881396 nChanged 433
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Mstep: Class 1 contains 103071 members 
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	Iteration 212Q: 3 clusters Score -8881383 nChanged 441
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Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8881382 nChanged 419
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Mstep: Class 1 contains 102211 members 
Mstep: Class 2 contains 45310 members 
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	Iteration 214Q: 3 clusters Score -8881399 nChanged 454
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Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8881404 nChanged 449
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Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8881411 nChanged 475
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Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8881429 nChanged 474
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8881446 nChanged 522
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Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8881406 nChanged 443
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Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8881431 nChanged 468
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Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8881424 nChanged 454
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Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8881431 nChanged 413
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Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8881457 nChanged 359
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Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -8881443.000000 Penalty: 1083.057007
	Iteration 224Q: 3 clusters Score -8881443 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -8881472.000000 Penalty: 1083.057007
	Iteration 225Q: 3 clusters Score -8881472 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -8881472.000000 Penalty: 1083.057007
	Iteration 226Q: 3 clusters Score -8881472 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -8881453.000000 Penalty: 1083.057007
	Iteration 227Q: 3 clusters Score -8881453 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -8881475.000000 Penalty: 1083.057007
	Iteration 228Q: 3 clusters Score -8881475 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -8881510.000000 Penalty: 1083.057007
	Iteration 229Q: 3 clusters Score -8881510 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -8881483.000000 Penalty: 1083.057007
	Iteration 230Q: 3 clusters Score -8881483 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -8881475.000000 Penalty: 1083.057007
	Iteration 231Q: 3 clusters Score -8881475 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -8881451.000000 Penalty: 1083.057007
	Iteration 232Q: 3 clusters Score -8881451 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -8881463.000000 Penalty: 1083.057007
	Iteration 233Q: 3 clusters Score -8881463 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -8881450.000000 Penalty: 1083.057007
	Iteration 234Q: 3 clusters Score -8881450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -8881439.000000 Penalty: 1083.057007
	Iteration 235Q: 3 clusters Score -8881439 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -8881457.000000 Penalty: 1083.057007
	Iteration 236Q: 3 clusters Score -8881457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -8881452.000000 Penalty: 1083.057007
	Iteration 237Q: 3 clusters Score -8881452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -8881446.000000 Penalty: 1083.057007
	Iteration 238Q: 3 clusters Score -8881446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -8881447.000000 Penalty: 1083.057007
	Iteration 239Q: 3 clusters Score -8881447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -8881442.000000 Penalty: 1083.057007
	Iteration 240F: 3 clusters Score -8881442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -8881440.000000 Penalty: 1083.057007
	Iteration 241Q: 3 clusters Score -8881440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -8881435.000000 Penalty: 1083.057007
	Iteration 242Q: 3 clusters Score -8881435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -8881434.000000 Penalty: 1083.057007
	Iteration 243Q: 3 clusters Score -8881434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -8881426.000000 Penalty: 1083.057007
	Iteration 244Q: 3 clusters Score -8881426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -8881431.000000 Penalty: 1083.057007
	Iteration 245Q: 3 clusters Score -8881431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -8881433.000000 Penalty: 1083.057007
	Iteration 246Q: 3 clusters Score -8881433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -8881436.000000 Penalty: 1083.057007
	Iteration 247Q: 3 clusters Score -8881436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -8881437.000000 Penalty: 1083.057007
	Iteration 248Q: 3 clusters Score -8881437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -8881428.000000 Penalty: 1083.057007
	Iteration 249Q: 3 clusters Score -8881428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -8881437.000000 Penalty: 1083.057007
	Iteration 250Q: 3 clusters Score -8881437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -8881444.000000 Penalty: 1083.057007
	Iteration 251Q: 3 clusters Score -8881444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -8881441.000000 Penalty: 1083.057007
	Iteration 252Q: 3 clusters Score -8881441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -8881444.000000 Penalty: 1083.057007
	Iteration 253Q: 3 clusters Score -8881444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -8881441.000000 Penalty: 1083.057007
	Iteration 254Q: 3 clusters Score -8881441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -8881441.000000 Penalty: 1083.057007
	Iteration 255F: 3 clusters Score -8881441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 106609 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Entering Unmasked Estep 
Score: -58172512.000000 Penalty: 24544.949219
Splitting cluster 8 changes total score from -58170276.000000 to -58172512.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (14430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Entering Unmasked Estep 
Score: -876423.500000 Penalty: 435.756439
	Iteration 0F: 2 clusters Score -876423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -866777.750000 Penalty: 871.512878
	Iteration 0F: 3 clusters Score -866777.8 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -870900.937500 Penalty: 871.512878
	Iteration 1F: 3 clusters Score -870900.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -871375.750000 Penalty: 871.512878
	Iteration 2F: 3 clusters Score -871375.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -871963.187500 Penalty: 871.512878
	Iteration 3F: 3 clusters Score -871963.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -872742.812500 Penalty: 871.512878
	Iteration 4F: 3 clusters Score -872742.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -873577.687500 Penalty: 871.512878
	Iteration 5F: 3 clusters Score -873577.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -874283.312500 Penalty: 871.512878
	Iteration 6F: 3 clusters Score -874283.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -874823.562500 Penalty: 871.512878
	Iteration 7Q: 3 clusters Score -874823.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -875193.937500 Penalty: 871.512878
	Iteration 8Q: 3 clusters Score -875193.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -875460.937500 Penalty: 871.512878
	Iteration 9Q: 3 clusters Score -875460.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -875690.500000 Penalty: 871.512878
	Iteration 10Q: 3 clusters Score -875690.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -875827.125000 Penalty: 871.512878
	Iteration 11Q: 3 clusters Score -875827.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -875916.000000 Penalty: 871.512878
	Iteration 12Q: 3 clusters Score -875916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -875982.187500 Penalty: 871.512878
	Iteration 13Q: 3 clusters Score -875982.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -876028.187500 Penalty: 871.512878
	Iteration 14Q: 3 clusters Score -876028.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -876061.750000 Penalty: 871.512878
	Iteration 15Q: 3 clusters Score -876061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -876080.000000 Penalty: 871.512878
	Iteration 16Q: 3 clusters Score -876080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -876090.562500 Penalty: 871.512878
	Iteration 17Q: 3 clusters Score -876090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -876098.500000 Penalty: 871.512878
	Iteration 18Q: 3 clusters Score -876098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -876107.562500 Penalty: 871.512878
	Iteration 19Q: 3 clusters Score -876107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -876119.187500 Penalty: 871.512878
	Iteration 20F: 3 clusters Score -876119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -876131.500000 Penalty: 871.512878
	Iteration 21Q: 3 clusters Score -876131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -876137.687500 Penalty: 871.512878
	Iteration 22Q: 3 clusters Score -876137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -876138.687500 Penalty: 871.512878
	Iteration 23Q: 3 clusters Score -876138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -876138.750000 Penalty: 871.512878
	Iteration 24Q: 3 clusters Score -876138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -876141.062500 Penalty: 871.512878
	Iteration 25Q: 3 clusters Score -876141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -876142.375000 Penalty: 871.512878
	Iteration 26Q: 3 clusters Score -876142.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -876143.750000 Penalty: 871.512878
	Iteration 27Q: 3 clusters Score -876143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -876145.812500 Penalty: 871.512878
	Iteration 28Q: 3 clusters Score -876145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -876146.187500 Penalty: 871.512878
	Iteration 29Q: 3 clusters Score -876146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -876147.062500 Penalty: 871.512878
	Iteration 30Q: 3 clusters Score -876147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -876149.750000 Penalty: 871.512878
	Iteration 31Q: 3 clusters Score -876149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -876153.500000 Penalty: 871.512878
	Iteration 32Q: 3 clusters Score -876153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -876159.000000 Penalty: 871.512878
	Iteration 33F: 3 clusters Score -876159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -876171.437500 Penalty: 871.512878
	Iteration 34Q: 3 clusters Score -876171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -876179.125000 Penalty: 871.512878
	Iteration 35Q: 3 clusters Score -876179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -876180.187500 Penalty: 871.512878
	Iteration 36Q: 3 clusters Score -876180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -876180.625000 Penalty: 871.512878
	Iteration 37Q: 3 clusters Score -876180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -876182.062500 Penalty: 871.512878
	Iteration 38F: 3 clusters Score -876182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -876183.437500 Penalty: 871.512878
	Iteration 39Q: 3 clusters Score -876183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -876186.687500 Penalty: 871.512878
	Iteration 40F: 3 clusters Score -876186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -876188.437500 Penalty: 871.512878
	Iteration 41Q: 3 clusters Score -876188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -876188.437500 Penalty: 871.512878
	Iteration 42F: 3 clusters Score -876188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -80085.296875 Penalty: 327.346893
	Iteration 0F: 2 clusters Score -80085.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -79102.093750 Penalty: 654.693787
	Iteration 0F: 3 clusters Score -79102.09 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -79763.335938 Penalty: 654.693787
	Iteration 1F: 3 clusters Score -79763.34 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -80268.585938 Penalty: 654.693787
	Iteration 2F: 3 clusters Score -80268.59 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -80565.054688 Penalty: 654.693787
	Iteration 3F: 3 clusters Score -80565.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80738.281250 Penalty: 654.693787
	Iteration 4F: 3 clusters Score -80738.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80816.367188 Penalty: 654.693787
	Iteration 5Q: 3 clusters Score -80816.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80841.398438 Penalty: 654.693787
	Iteration 6Q: 3 clusters Score -80841.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80856.750000 Penalty: 654.693787
	Iteration 7Q: 3 clusters Score -80856.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80871.695312 Penalty: 654.693787
	Iteration 8Q: 3 clusters Score -80871.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80891.578125 Penalty: 654.693787
	Iteration 9Q: 3 clusters Score -80891.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80920.765625 Penalty: 654.693787
	Iteration 10Q: 3 clusters Score -80920.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80940.242188 Penalty: 654.693787
	Iteration 11Q: 3 clusters Score -80940.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80943.937500 Penalty: 654.693787
	Iteration 12Q: 3 clusters Score -80943.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80949.906250 Penalty: 654.693787
	Iteration 13Q: 3 clusters Score -80949.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80951.796875 Penalty: 654.693787
	Iteration 14Q: 3 clusters Score -80951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80953.101562 Penalty: 654.693787
	Iteration 15Q: 3 clusters Score -80953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80953.718750 Penalty: 654.693787
	Iteration 16Q: 3 clusters Score -80953.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80955.984375 Penalty: 654.693787
	Iteration 17F: 3 clusters Score -80955.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80958.195312 Penalty: 654.693787
	Iteration 18Q: 3 clusters Score -80958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80959.476562 Penalty: 654.693787
	Iteration 19Q: 3 clusters Score -80959.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80959.671875 Penalty: 654.693787
	Iteration 20F: 3 clusters Score -80959.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 106609 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Entering Unmasked Estep 
Score: -58173076.000000 Penalty: 25174.306641
Splitting cluster 10 changes total score from -58170276.000000 to -58173076.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -17559.675781 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -17559.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17108.808594 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -17108.81 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17401.519531 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -17401.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17486.994141 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -17486.99 nChanged 32
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: -17573.654297 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -17573.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17633.634766 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -17633.63 nChanged 25
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: -17682.333984 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -17682.33 nChanged 20
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: -17725.460938 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -17725.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17741.025391 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -17741.03 nChanged 8
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: -17751.263672 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -17751.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -17760.826172 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -17760.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17766.658203 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -17766.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -17774.210938 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -17774.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17775.482422 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -17775.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17776.832031 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -17776.83 nChanged 1
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: -17777.414062 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -17777.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17777.880859 Penalty: 571.856201
	Iteration 15Q: 3 clusters Score -17777.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17777.880859 Penalty: 571.856201
	Iteration 16F: 3 clusters Score -17777.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 106609 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Entering Unmasked Estep 
Score: -58172980.000000 Penalty: 25803.664062
Splitting cluster 11 changes total score from -58170276.000000 to -58172980.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 12 (17804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Entering Unmasked Estep 
Score: -1068310.250000 Penalty: 445.316589
	Iteration 0F: 2 clusters Score -1068310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1056399.500000 Penalty: 890.633179
	Iteration 0F: 3 clusters Score -1056400 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1061232.750000 Penalty: 890.633179
	Iteration 1F: 3 clusters Score -1061233 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1061418.875000 Penalty: 890.633179
	Iteration 2Q: 3 clusters Score -1061419 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1061624.875000 Penalty: 890.633179
	Iteration 3Q: 3 clusters Score -1061625 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1061899.625000 Penalty: 890.633179
	Iteration 4Q: 3 clusters Score -1061900 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1062323.250000 Penalty: 890.633179
	Iteration 5Q: 3 clusters Score -1062323 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1062938.750000 Penalty: 890.633179
	Iteration 6F: 3 clusters Score -1062939 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1063782.500000 Penalty: 890.633179
	Iteration 7F: 3 clusters Score -1063782 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1064698.875000 Penalty: 890.633179
	Iteration 8F: 3 clusters Score -1064699 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1065446.250000 Penalty: 890.633179
	Iteration 9F: 3 clusters Score -1065446 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1065855.250000 Penalty: 890.633179
	Iteration 10Q: 3 clusters Score -1065855 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1066108.875000 Penalty: 890.633179
	Iteration 11Q: 3 clusters Score -1066109 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1066298.500000 Penalty: 890.633179
	Iteration 12Q: 3 clusters Score -1066298 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1066452.000000 Penalty: 890.633179
	Iteration 13Q: 3 clusters Score -1066452 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1066605.250000 Penalty: 890.633179
	Iteration 14Q: 3 clusters Score -1066605 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1066763.125000 Penalty: 890.633179
	Iteration 15Q: 3 clusters Score -1066763 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1066922.000000 Penalty: 890.633179
	Iteration 16Q: 3 clusters Score -1066922 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1067070.500000 Penalty: 890.633179
	Iteration 17Q: 3 clusters Score -1067070 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1067213.125000 Penalty: 890.633179
	Iteration 18Q: 3 clusters Score -1067213 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1067317.000000 Penalty: 890.633179
	Iteration 19Q: 3 clusters Score -1067317 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1067420.250000 Penalty: 890.633179
	Iteration 20F: 3 clusters Score -1067420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1067507.250000 Penalty: 890.633179
	Iteration 21Q: 3 clusters Score -1067507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1067586.750000 Penalty: 890.633179
	Iteration 22Q: 3 clusters Score -1067587 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1067650.750000 Penalty: 890.633179
	Iteration 23Q: 3 clusters Score -1067651 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1067715.000000 Penalty: 890.633179
	Iteration 24Q: 3 clusters Score -1067715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1067763.500000 Penalty: 890.633179
	Iteration 25Q: 3 clusters Score -1067764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1067802.500000 Penalty: 890.633179
	Iteration 26Q: 3 clusters Score -1067802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1067833.500000 Penalty: 890.633179
	Iteration 27Q: 3 clusters Score -1067834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1067858.125000 Penalty: 890.633179
	Iteration 28Q: 3 clusters Score -1067858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1067881.875000 Penalty: 890.633179
	Iteration 29Q: 3 clusters Score -1067882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1067900.875000 Penalty: 890.633179
	Iteration 30Q: 3 clusters Score -1067901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1067912.375000 Penalty: 890.633179
	Iteration 31Q: 3 clusters Score -1067912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1067922.125000 Penalty: 890.633179
	Iteration 32Q: 3 clusters Score -1067922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1067929.375000 Penalty: 890.633179
	Iteration 33Q: 3 clusters Score -1067929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1067941.500000 Penalty: 890.633179
	Iteration 34Q: 3 clusters Score -1067942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1067949.375000 Penalty: 890.633179
	Iteration 35Q: 3 clusters Score -1067949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1067960.125000 Penalty: 890.633179
	Iteration 36Q: 3 clusters Score -1067960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1067963.875000 Penalty: 890.633179
	Iteration 37Q: 3 clusters Score -1067964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1067969.375000 Penalty: 890.633179
	Iteration 38Q: 3 clusters Score -1067969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1067974.000000 Penalty: 890.633179
	Iteration 39Q: 3 clusters Score -1067974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1067981.875000 Penalty: 890.633179
	Iteration 40F: 3 clusters Score -1067982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1067984.250000 Penalty: 890.633179
	Iteration 41Q: 3 clusters Score -1067984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1067988.375000 Penalty: 890.633179
	Iteration 42Q: 3 clusters Score -1067988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1067992.125000 Penalty: 890.633179
	Iteration 43Q: 3 clusters Score -1067992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1067995.000000 Penalty: 890.633179
	Iteration 44Q: 3 clusters Score -1067995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1067996.375000 Penalty: 890.633179
	Iteration 45Q: 3 clusters Score -1067996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1067998.000000 Penalty: 890.633179
	Iteration 46Q: 3 clusters Score -1067998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1067999.250000 Penalty: 890.633179
	Iteration 47Q: 3 clusters Score -1067999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1068000.125000 Penalty: 890.633179
	Iteration 48Q: 3 clusters Score -1068000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1068001.125000 Penalty: 890.633179
	Iteration 49Q: 3 clusters Score -1068001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1068001.625000 Penalty: 890.633179
	Iteration 50Q: 3 clusters Score -1068002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1068002.625000 Penalty: 890.633179
	Iteration 51Q: 3 clusters Score -1068003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1068002.625000 Penalty: 890.633179
	Iteration 52F: 3 clusters Score -1068003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Entering Unmasked Estep 
Score: -4375323.500000 Penalty: 509.463867
	Iteration 0F: 2 clusters Score -4375324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4326302.000000 Penalty: 1018.927734
	Iteration 0F: 3 clusters Score -4326302 nChanged 35420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -4347866.000000 Penalty: 1018.927734
	Iteration 1F: 3 clusters Score -4347866 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -4350139.500000 Penalty: 1018.927734
	Iteration 2F: 3 clusters Score -4350140 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -4355101.500000 Penalty: 1018.927734
	Iteration 3F: 3 clusters Score -4355102 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -4362961.000000 Penalty: 1018.927734
	Iteration 4F: 3 clusters Score -4362961 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -4370389.500000 Penalty: 1018.927734
	Iteration 5F: 3 clusters Score -4370390 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -4373873.500000 Penalty: 1018.927734
	Iteration 6Q: 3 clusters Score -4373874 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -4374653.000000 Penalty: 1018.927734
	Iteration 7Q: 3 clusters Score -4374653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -4374799.500000 Penalty: 1018.927734
	Iteration 8Q: 3 clusters Score -4374800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -4374833.500000 Penalty: 1018.927734
	Iteration 9Q: 3 clusters Score -4374834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -4374855.500000 Penalty: 1018.927734
	Iteration 10Q: 3 clusters Score -4374856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -4374864.000000 Penalty: 1018.927734
	Iteration 11Q: 3 clusters Score -4374864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -4374872.000000 Penalty: 1018.927734
	Iteration 12Q: 3 clusters Score -4374872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -4374881.500000 Penalty: 1018.927734
	Iteration 13Q: 3 clusters Score -4374882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -4374890.500000 Penalty: 1018.927734
	Iteration 14Q: 3 clusters Score -4374890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -4374890.500000 Penalty: 1018.927734
	Iteration 15F: 3 clusters Score -4374890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Entering Unmasked Estep 
Score: -6407967.000000 Penalty: 526.750000
	Iteration 0F: 2 clusters Score -6407967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -6335950.000000 Penalty: 1053.500000
	Iteration 0F: 3 clusters Score -6335950 nChanged 52246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6369495.000000 Penalty: 1053.500000
	Iteration 1F: 3 clusters Score -6369495 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -6375873.500000 Penalty: 1053.500000
	Iteration 2F: 3 clusters Score -6375874 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -6386401.000000 Penalty: 1053.500000
	Iteration 3F: 3 clusters Score -6386401 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -6397481.000000 Penalty: 1053.500000
	Iteration 4F: 3 clusters Score -6397481 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -6404194.000000 Penalty: 1053.500000
	Iteration 5F: 3 clusters Score -6404194 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6406809.500000 Penalty: 1053.500000
	Iteration 6Q: 3 clusters Score -6406810 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -6407907.500000 Penalty: 1053.500000
	Iteration 7Q: 3 clusters Score -6407908 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -6408562.000000 Penalty: 1053.500000
	Iteration 8Q: 3 clusters Score -6408562 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -6408993.000000 Penalty: 1053.500000
	Iteration 9Q: 3 clusters Score -6408993 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -6409277.500000 Penalty: 1053.500000
	Iteration 10Q: 3 clusters Score -6409278 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -6409414.000000 Penalty: 1053.500000
	Iteration 11Q: 3 clusters Score -6409414 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -6409537.000000 Penalty: 1053.500000
	Iteration 12Q: 3 clusters Score -6409537 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -6409606.000000 Penalty: 1053.500000
	Iteration 13Q: 3 clusters Score -6409606 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6409672.500000 Penalty: 1053.500000
	Iteration 14Q: 3 clusters Score -6409672 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6409718.000000 Penalty: 1053.500000
	Iteration 15Q: 3 clusters Score -6409718 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6409740.000000 Penalty: 1053.500000
	Iteration 16Q: 3 clusters Score -6409740 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -6409765.000000 Penalty: 1053.500000
	Iteration 17Q: 3 clusters Score -6409765 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -6409827.000000 Penalty: 1053.500000
	Iteration 18Q: 3 clusters Score -6409827 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6409868.000000 Penalty: 1053.500000
	Iteration 19Q: 3 clusters Score -6409868 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -6409872.000000 Penalty: 1053.500000
	Iteration 20F: 3 clusters Score -6409872 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -6409904.000000 Penalty: 1053.500000
	Iteration 21Q: 3 clusters Score -6409904 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -6409885.000000 Penalty: 1053.500000
	Iteration 22Q: 3 clusters Score -6409885 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -6409909.500000 Penalty: 1053.500000
	Iteration 23Q: 3 clusters Score -6409910 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6409943.500000 Penalty: 1053.500000
	Iteration 24Q: 3 clusters Score -6409944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6409964.500000 Penalty: 1053.500000
	Iteration 25Q: 3 clusters Score -6409964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -6409961.500000 Penalty: 1053.500000
	Iteration 26Q: 3 clusters Score -6409962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -6409987.500000 Penalty: 1053.500000
	Iteration 27Q: 3 clusters Score -6409988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6410021.500000 Penalty: 1053.500000
	Iteration 28Q: 3 clusters Score -6410022 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -6410029.500000 Penalty: 1053.500000
	Iteration 29Q: 3 clusters Score -6410030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6410014.000000 Penalty: 1053.500000
	Iteration 30Q: 3 clusters Score -6410014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6410027.500000 Penalty: 1053.500000
	Iteration 31Q: 3 clusters Score -6410028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -6410039.500000 Penalty: 1053.500000
	Iteration 32Q: 3 clusters Score -6410040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -6410064.000000 Penalty: 1053.500000
	Iteration 33Q: 3 clusters Score -6410064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -6410044.000000 Penalty: 1053.500000
	Iteration 34Q: 3 clusters Score -6410044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6410048.500000 Penalty: 1053.500000
	Iteration 35Q: 3 clusters Score -6410048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6410046.500000 Penalty: 1053.500000
	Iteration 36Q: 3 clusters Score -6410046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6410054.000000 Penalty: 1053.500000
	Iteration 37Q: 3 clusters Score -6410054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -6410070.500000 Penalty: 1053.500000
	Iteration 38Q: 3 clusters Score -6410070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -6410067.500000 Penalty: 1053.500000
	Iteration 39Q: 3 clusters Score -6410068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -6410062.000000 Penalty: 1053.500000
	Iteration 40F: 3 clusters Score -6410062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -6410061.500000 Penalty: 1053.500000
	Iteration 41Q: 3 clusters Score -6410062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -6410071.500000 Penalty: 1053.500000
	Iteration 42Q: 3 clusters Score -6410072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -6410075.500000 Penalty: 1053.500000
	Iteration 43Q: 3 clusters Score -6410076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -6410074.500000 Penalty: 1053.500000
	Iteration 44Q: 3 clusters Score -6410074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6410076.000000 Penalty: 1053.500000
	Iteration 45Q: 3 clusters Score -6410076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6410065.500000 Penalty: 1053.500000
	Iteration 46Q: 3 clusters Score -6410066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -6410066.000000 Penalty: 1053.500000
	Iteration 47Q: 3 clusters Score -6410066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -6410077.000000 Penalty: 1053.500000
	Iteration 48Q: 3 clusters Score -6410077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -6410075.000000 Penalty: 1053.500000
	Iteration 49Q: 3 clusters Score -6410075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -6410061.500000 Penalty: 1053.500000
	Iteration 50Q: 3 clusters Score -6410062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -6410070.000000 Penalty: 1053.500000
	Iteration 51Q: 3 clusters Score -6410070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -6410066.500000 Penalty: 1053.500000
	Iteration 52Q: 3 clusters Score -6410066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6410065.500000 Penalty: 1053.500000
	Iteration 53Q: 3 clusters Score -6410066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -6410061.000000 Penalty: 1053.500000
	Iteration 54Q: 3 clusters Score -6410061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -6410056.000000 Penalty: 1053.500000
	Iteration 55Q: 3 clusters Score -6410056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -6410054.500000 Penalty: 1053.500000
	Iteration 56Q: 3 clusters Score -6410054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -6410064.500000 Penalty: 1053.500000
	Iteration 57Q: 3 clusters Score -6410064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6410063.500000 Penalty: 1053.500000
	Iteration 58Q: 3 clusters Score -6410064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -6410060.500000 Penalty: 1053.500000
	Iteration 59Q: 3 clusters Score -6410060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6410061.000000 Penalty: 1053.500000
	Iteration 60F: 3 clusters Score -6410061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112729 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Entering Unmasked Estep 
Score: -58174728.000000 Penalty: 26433.023438
Splitting cluster 14 changes total score from -58170276.000000 to -58174728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -356778.312500 Penalty: 396.280670
	Iteration 0F: 2 clusters Score -356778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -352637.218750 Penalty: 792.561340
	Iteration 0F: 3 clusters Score -352637.2 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -354179.906250 Penalty: 792.561340
	Iteration 1F: 3 clusters Score -354179.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -354384.468750 Penalty: 792.561340
	Iteration 2F: 3 clusters Score -354384.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -354686.156250 Penalty: 792.561340
	Iteration 3F: 3 clusters Score -354686.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -355056.343750 Penalty: 792.561340
	Iteration 4F: 3 clusters Score -355056.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -355477.968750 Penalty: 792.561340
	Iteration 5F: 3 clusters Score -355478 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -355841.968750 Penalty: 792.561340
	Iteration 6F: 3 clusters Score -355842 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -356084.937500 Penalty: 792.561340
	Iteration 7Q: 3 clusters Score -356084.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -356233.468750 Penalty: 792.561340
	Iteration 8Q: 3 clusters Score -356233.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -356324.437500 Penalty: 792.561340
	Iteration 9Q: 3 clusters Score -356324.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -356380.843750 Penalty: 792.561340
	Iteration 10Q: 3 clusters Score -356380.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -356421.375000 Penalty: 792.561340
	Iteration 11Q: 3 clusters Score -356421.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -356447.093750 Penalty: 792.561340
	Iteration 12Q: 3 clusters Score -356447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -356461.000000 Penalty: 792.561340
	Iteration 13Q: 3 clusters Score -356461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -356479.625000 Penalty: 792.561340
	Iteration 14Q: 3 clusters Score -356479.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -356493.906250 Penalty: 792.561340
	Iteration 15Q: 3 clusters Score -356493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -356502.906250 Penalty: 792.561340
	Iteration 16Q: 3 clusters Score -356502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -356507.968750 Penalty: 792.561340
	Iteration 17Q: 3 clusters Score -356508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -356513.906250 Penalty: 792.561340
	Iteration 18Q: 3 clusters Score -356513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -356520.031250 Penalty: 792.561340
	Iteration 19Q: 3 clusters Score -356520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -356522.781250 Penalty: 792.561340
	Iteration 20F: 3 clusters Score -356522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -356524.406250 Penalty: 792.561340
	Iteration 21Q: 3 clusters Score -356524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -356524.593750 Penalty: 792.561340
	Iteration 22Q: 3 clusters Score -356524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -356526.000000 Penalty: 792.561340
	Iteration 23Q: 3 clusters Score -356526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -356527.625000 Penalty: 792.561340
	Iteration 24Q: 3 clusters Score -356527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -356529.812500 Penalty: 792.561340
	Iteration 25Q: 3 clusters Score -356529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -356530.062500 Penalty: 792.561340
	Iteration 26Q: 3 clusters Score -356530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -356530.218750 Penalty: 792.561340
	Iteration 27Q: 3 clusters Score -356530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -356530.218750 Penalty: 792.561340
	Iteration 28F: 3 clusters Score -356530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112729 members 
Entering Unmasked Estep 
Score: -6758229.000000 Penalty: 529.289734
	Iteration 0F: 2 clusters Score -6758229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -6683971.000000 Penalty: 1058.579468
	Iteration 0F: 3 clusters Score -6683971 nChanged 55492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -6722754.000000 Penalty: 1058.579468
	Iteration 1F: 3 clusters Score -6722754 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6729632.000000 Penalty: 1058.579468
	Iteration 2F: 3 clusters Score -6729632 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6738051.000000 Penalty: 1058.579468
	Iteration 3F: 3 clusters Score -6738051 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -6745295.000000 Penalty: 1058.579468
	Iteration 4F: 3 clusters Score -6745295 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6749482.500000 Penalty: 1058.579468
	Iteration 5F: 3 clusters Score -6749482 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -6751493.500000 Penalty: 1058.579468
	Iteration 6Q: 3 clusters Score -6751494 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -6752674.000000 Penalty: 1058.579468
	Iteration 7Q: 3 clusters Score -6752674 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -6753623.000000 Penalty: 1058.579468
	Iteration 8Q: 3 clusters Score -6753623 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -6754461.500000 Penalty: 1058.579468
	Iteration 9Q: 3 clusters Score -6754462 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6755239.500000 Penalty: 1058.579468
	Iteration 10Q: 3 clusters Score -6755240 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -6756089.500000 Penalty: 1058.579468
	Iteration 11Q: 3 clusters Score -6756090 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -6756837.500000 Penalty: 1058.579468
	Iteration 12Q: 3 clusters Score -6756838 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6757456.000000 Penalty: 1058.579468
	Iteration 13Q: 3 clusters Score -6757456 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -6758012.500000 Penalty: 1058.579468
	Iteration 14Q: 3 clusters Score -6758012 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -6758393.000000 Penalty: 1058.579468
	Iteration 15Q: 3 clusters Score -6758393 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -6758707.000000 Penalty: 1058.579468
	Iteration 16Q: 3 clusters Score -6758707 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6758932.000000 Penalty: 1058.579468
	Iteration 17Q: 3 clusters Score -6758932 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -6759018.500000 Penalty: 1058.579468
	Iteration 18Q: 3 clusters Score -6759018 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6759117.000000 Penalty: 1058.579468
	Iteration 19Q: 3 clusters Score -6759117 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6759095.000000 Penalty: 1058.579468
	Iteration 20F: 3 clusters Score -6759095 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6759015.500000 Penalty: 1058.579468
	Iteration 21Q: 3 clusters Score -6759016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6758941.500000 Penalty: 1058.579468
	Iteration 22Q: 3 clusters Score -6758942 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6758874.500000 Penalty: 1058.579468
	Iteration 23Q: 3 clusters Score -6758874 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6758775.000000 Penalty: 1058.579468
	Iteration 24Q: 3 clusters Score -6758775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6758687.000000 Penalty: 1058.579468
	Iteration 25Q: 3 clusters Score -6758687 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6758603.500000 Penalty: 1058.579468
	Iteration 26Q: 3 clusters Score -6758604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111740 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6758561.000000 Penalty: 1058.579468
	Iteration 27Q: 3 clusters Score -6758561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111861 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6758520.500000 Penalty: 1058.579468
	Iteration 28Q: 3 clusters Score -6758520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6758490.500000 Penalty: 1058.579468
	Iteration 29Q: 3 clusters Score -6758490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6758450.500000 Penalty: 1058.579468
	Iteration 30Q: 3 clusters Score -6758450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112076 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6758417.000000 Penalty: 1058.579468
	Iteration 31Q: 3 clusters Score -6758417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6758399.000000 Penalty: 1058.579468
	Iteration 32Q: 3 clusters Score -6758399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6758379.500000 Penalty: 1058.579468
	Iteration 33Q: 3 clusters Score -6758380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6758359.500000 Penalty: 1058.579468
	Iteration 34Q: 3 clusters Score -6758360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6758350.500000 Penalty: 1058.579468
	Iteration 35Q: 3 clusters Score -6758350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6758330.000000 Penalty: 1058.579468
	Iteration 36Q: 3 clusters Score -6758330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6758316.000000 Penalty: 1058.579468
	Iteration 37Q: 3 clusters Score -6758316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6758305.000000 Penalty: 1058.579468
	Iteration 38Q: 3 clusters Score -6758305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6758298.500000 Penalty: 1058.579468
	Iteration 39Q: 3 clusters Score -6758298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6758284.000000 Penalty: 1058.579468
	Iteration 40F: 3 clusters Score -6758284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6758279.000000 Penalty: 1058.579468
	Iteration 41Q: 3 clusters Score -6758279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6758277.500000 Penalty: 1058.579468
	Iteration 42Q: 3 clusters Score -6758278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6758284.500000 Penalty: 1058.579468
	Iteration 43Q: 3 clusters Score -6758284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6758273.000000 Penalty: 1058.579468
	Iteration 44Q: 3 clusters Score -6758273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112358 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6758269.000000 Penalty: 1058.579468
	Iteration 45Q: 3 clusters Score -6758269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6758268.000000 Penalty: 1058.579468
	Iteration 46Q: 3 clusters Score -6758268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112362 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6758266.000000 Penalty: 1058.579468
	Iteration 47Q: 3 clusters Score -6758266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6758262.500000 Penalty: 1058.579468
	Iteration 48Q: 3 clusters Score -6758262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6758265.000000 Penalty: 1058.579468
	Iteration 49Q: 3 clusters Score -6758265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6758267.000000 Penalty: 1058.579468
	Iteration 50Q: 3 clusters Score -6758267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6758258.500000 Penalty: 1058.579468
	Iteration 51Q: 3 clusters Score -6758258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6758259.000000 Penalty: 1058.579468
	Iteration 52Q: 3 clusters Score -6758259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6758258.500000 Penalty: 1058.579468
	Iteration 53Q: 3 clusters Score -6758258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6758258.500000 Penalty: 1058.579468
	Iteration 54F: 3 clusters Score -6758258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Entering Unmasked Estep 
Score: -58174572.000000 Penalty: 27062.380859
Splitting cluster 16 changes total score from -58170276.000000 to -58174572.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -566115.687500 Penalty: 415.807648
	Iteration 0F: 2 clusters Score -566115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -559910.000000 Penalty: 831.615295
	Iteration 0F: 3 clusters Score -559910 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -562386.875000 Penalty: 831.615295
	Iteration 1F: 3 clusters Score -562386.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -562648.250000 Penalty: 831.615295
	Iteration 2F: 3 clusters Score -562648.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -562990.000000 Penalty: 831.615295
	Iteration 3F: 3 clusters Score -562990 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -563442.437500 Penalty: 831.615295
	Iteration 4F: 3 clusters Score -563442.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -563985.687500 Penalty: 831.615295
	Iteration 5F: 3 clusters Score -563985.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -564479.500000 Penalty: 831.615295
	Iteration 6F: 3 clusters Score -564479.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -564826.437500 Penalty: 831.615295
	Iteration 7Q: 3 clusters Score -564826.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -565013.937500 Penalty: 831.615295
	Iteration 8Q: 3 clusters Score -565013.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -565127.625000 Penalty: 831.615295
	Iteration 9Q: 3 clusters Score -565127.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -565200.750000 Penalty: 831.615295
	Iteration 10Q: 3 clusters Score -565200.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -565266.812500 Penalty: 831.615295
	Iteration 11Q: 3 clusters Score -565266.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -565320.562500 Penalty: 831.615295
	Iteration 12Q: 3 clusters Score -565320.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -565379.875000 Penalty: 831.615295
	Iteration 13Q: 3 clusters Score -565379.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -565437.062500 Penalty: 831.615295
	Iteration 14Q: 3 clusters Score -565437.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -565487.500000 Penalty: 831.615295
	Iteration 15Q: 3 clusters Score -565487.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -565522.875000 Penalty: 831.615295
	Iteration 16Q: 3 clusters Score -565522.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -565559.250000 Penalty: 831.615295
	Iteration 17Q: 3 clusters Score -565559.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -565598.312500 Penalty: 831.615295
	Iteration 18Q: 3 clusters Score -565598.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -565631.000000 Penalty: 831.615295
	Iteration 19Q: 3 clusters Score -565631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -565668.000000 Penalty: 831.615295
	Iteration 20F: 3 clusters Score -565668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -565698.812500 Penalty: 831.615295
	Iteration 21Q: 3 clusters Score -565698.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -565718.562500 Penalty: 831.615295
	Iteration 22Q: 3 clusters Score -565718.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -565736.125000 Penalty: 831.615295
	Iteration 23Q: 3 clusters Score -565736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -565749.375000 Penalty: 831.615295
	Iteration 24Q: 3 clusters Score -565749.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -565758.437500 Penalty: 831.615295
	Iteration 25Q: 3 clusters Score -565758.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -565764.125000 Penalty: 831.615295
	Iteration 26Q: 3 clusters Score -565764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -565767.937500 Penalty: 831.615295
	Iteration 27Q: 3 clusters Score -565767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -565769.312500 Penalty: 831.615295
	Iteration 28Q: 3 clusters Score -565769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -565770.687500 Penalty: 831.615295
	Iteration 29Q: 3 clusters Score -565770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -565771.562500 Penalty: 831.615295
	Iteration 30Q: 3 clusters Score -565771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -565772.437500 Penalty: 831.615295
	Iteration 31Q: 3 clusters Score -565772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -565774.812500 Penalty: 831.615295
	Iteration 32Q: 3 clusters Score -565774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -565776.875000 Penalty: 831.615295
	Iteration 33Q: 3 clusters Score -565776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -565778.687500 Penalty: 831.615295
	Iteration 34Q: 3 clusters Score -565778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -565781.562500 Penalty: 831.615295
	Iteration 35Q: 3 clusters Score -565781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -565782.062500 Penalty: 831.615295
	Iteration 36Q: 3 clusters Score -565782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -565782.062500 Penalty: 831.615295
	Iteration 37F: 3 clusters Score -565782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -268286.187500 Penalty: 384.210724
	Iteration 0F: 2 clusters Score -268286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -265196.968750 Penalty: 768.421448
	Iteration 0F: 3 clusters Score -265197 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -267527.562500 Penalty: 768.421448
	Iteration 1F: 3 clusters Score -267527.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -268870.375000 Penalty: 768.421448
	Iteration 2F: 3 clusters Score -268870.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -269588.750000 Penalty: 768.421448
	Iteration 3F: 3 clusters Score -269588.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -269756.000000 Penalty: 768.421448
	Iteration 4F: 3 clusters Score -269756 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -269791.781250 Penalty: 768.421448
	Iteration 5Q: 3 clusters Score -269791.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -269806.031250 Penalty: 768.421448
	Iteration 6Q: 3 clusters Score -269806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -269812.500000 Penalty: 768.421448
	Iteration 7Q: 3 clusters Score -269812.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -269820.437500 Penalty: 768.421448
	Iteration 8Q: 3 clusters Score -269820.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -269821.937500 Penalty: 768.421448
	Iteration 9Q: 3 clusters Score -269821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -269825.718750 Penalty: 768.421448
	Iteration 10Q: 3 clusters Score -269825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -269826.093750 Penalty: 768.421448
	Iteration 11Q: 3 clusters Score -269826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -269826.968750 Penalty: 768.421448
	Iteration 12Q: 3 clusters Score -269827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -269826.125000 Penalty: 768.421448
	Iteration 13Q: 3 clusters Score -269826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -269827.437500 Penalty: 768.421448
	Iteration 14Q: 3 clusters Score -269827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -269827.125000 Penalty: 768.421448
	Iteration 15Q: 3 clusters Score -269827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -269826.750000 Penalty: 768.421448
	Iteration 16Q: 3 clusters Score -269826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 17Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 18Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 19Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 20F: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 21Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 22Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 23Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 24Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 25Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 26Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 27Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 28Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 29Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 30Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 31Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 32Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 33Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 34Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 35Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 36Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 37Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 38Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 39Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 40F: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 41Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 42Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 43Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 44Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 45Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 46Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 47Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 48Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 49Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 50Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 51Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 52Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 53Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269826.656250 Penalty: 768.421448
	Iteration 54Q: 3 clusters Score -269826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269827.468750 Penalty: 768.421448
	Iteration 55Q: 3 clusters Score -269827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269826.906250 Penalty: 768.421448
	Iteration 56Q: 3 clusters Score -269826.9 nChanged 3
Entering Unmasked Mstep 
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	Iteration 500F: 3 clusters Score -269826.9 nChanged 3
Maximum iterations exceeded
Entering Unmasked Mstep 
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Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
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Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
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Mstep: Class 16 contains 112378 members 
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Mstep: Class 20 contains 1087 members 
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Mstep: Class 39 contains 53898 members 
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Entering Unmasked Estep 
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Splitting cluster 18 changes total score from -58170276.000000 to -58175884.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
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	Iteration 0F: 2 clusters Score -83665.39 nChanged 0
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -83810.039062 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -83810.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -83816.343750 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -83816.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -83823.867188 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -83823.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -83828.421875 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -83828.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -83830.015625 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -83830.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -83830.039062 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -83830.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -83831.914062 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -83831.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -83832.687500 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -83832.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -83832.882812 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -83832.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -83832.710938 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -83832.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -83832.835938 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -83832.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83832.796875 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -83832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83832.796875 Penalty: 661.661743
	Iteration 19F: 3 clusters Score -83832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Entering Unmasked Estep 
Score: -58175808.000000 Penalty: 28321.095703
Splitting cluster 19 changes total score from -58170276.000000 to -58175808.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -53900.863281 Penalty: 318.098572
	Iteration 0F: 2 clusters Score -53900.86 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 518 members 
Entering Unmasked Estep 
Score: -53070.968750 Penalty: 636.197144
	Iteration 0F: 3 clusters Score -53070.97 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53751.968750 Penalty: 636.197144
	Iteration 1F: 3 clusters Score -53751.97 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -54136.488281 Penalty: 636.197144
	Iteration 2F: 3 clusters Score -54136.49 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54500.285156 Penalty: 636.197144
	Iteration 3F: 3 clusters Score -54500.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54798.105469 Penalty: 636.197144
	Iteration 4F: 3 clusters Score -54798.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -55015.765625 Penalty: 636.197144
	Iteration 5F: 3 clusters Score -55015.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55044.886719 Penalty: 636.197144
	Iteration 6Q: 3 clusters Score -55044.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -55049.843750 Penalty: 636.197144
	Iteration 7Q: 3 clusters Score -55049.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -55052.800781 Penalty: 636.197144
	Iteration 8Q: 3 clusters Score -55052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55057.148438 Penalty: 636.197144
	Iteration 9Q: 3 clusters Score -55057.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55060.621094 Penalty: 636.197144
	Iteration 10Q: 3 clusters Score -55060.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55063.300781 Penalty: 636.197144
	Iteration 11Q: 3 clusters Score -55063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55065.082031 Penalty: 636.197144
	Iteration 12Q: 3 clusters Score -55065.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55065.777344 Penalty: 636.197144
	Iteration 13Q: 3 clusters Score -55065.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55066.589844 Penalty: 636.197144
	Iteration 14Q: 3 clusters Score -55066.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55066.800781 Penalty: 636.197144
	Iteration 15Q: 3 clusters Score -55066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55065.953125 Penalty: 636.197144
	Iteration 16Q: 3 clusters Score -55065.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55070.359375 Penalty: 636.197144
	Iteration 17Q: 3 clusters Score -55070.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55074.890625 Penalty: 636.197144
	Iteration 18Q: 3 clusters Score -55074.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55082.179688 Penalty: 636.197144
	Iteration 19Q: 3 clusters Score -55082.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55086.289062 Penalty: 636.197144
	Iteration 20F: 3 clusters Score -55086.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55090.375000 Penalty: 636.197144
	Iteration 21Q: 3 clusters Score -55090.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55099.996094 Penalty: 636.197144
	Iteration 22Q: 3 clusters Score -55100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55117.675781 Penalty: 636.197144
	Iteration 23Q: 3 clusters Score -55117.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55135.671875 Penalty: 636.197144
	Iteration 24Q: 3 clusters Score -55135.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55144.105469 Penalty: 636.197144
	Iteration 25Q: 3 clusters Score -55144.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55144.117188 Penalty: 636.197144
	Iteration 26Q: 3 clusters Score -55144.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55143.734375 Penalty: 636.197144
	Iteration 27Q: 3 clusters Score -55143.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55144.308594 Penalty: 636.197144
	Iteration 28Q: 3 clusters Score -55144.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55144.308594 Penalty: 636.197144
	Iteration 29F: 3 clusters Score -55144.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Entering Unmasked Estep 
Score: -58176812.000000 Penalty: 28950.453125
Splitting cluster 20 changes total score from -58170276.000000 to -58176812.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 21 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -52017.480469 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -52017.48 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 481 members 
Entering Unmasked Estep 
Score: -51278.945312 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -51278.95 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51630.164062 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -51630.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -51802.468750 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -51802.47 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -51978.867188 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -51978.87 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52127.042969 Penalty: 621.609558
	Iteration 4F: 3 clusters Score -52127.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52274.281250 Penalty: 621.609558
	Iteration 5F: 3 clusters Score -52274.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52359.488281 Penalty: 621.609558
	Iteration 6F: 3 clusters Score -52359.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52386.621094 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -52386.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -52404.265625 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -52404.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52431.671875 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -52431.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52461.683594 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -52461.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52466.746094 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -52466.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52467.070312 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -52467.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52467.070312 Penalty: 621.609558
	Iteration 13F: 3 clusters Score -52467.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Entering Unmasked Estep 
Score: -58176920.000000 Penalty: 29579.810547
Splitting cluster 21 changes total score from -58170276.000000 to -58176920.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -28332.337891 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -28332.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27870.972656 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -27870.97 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28560.257812 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -28560.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28696.568359 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -28696.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -28755.751953 Penalty: 591.890198
	Iteration 3F: 3 clusters Score -28755.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28785.902344 Penalty: 591.890198
	Iteration 4Q: 3 clusters Score -28785.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28819.109375 Penalty: 591.890198
	Iteration 5Q: 3 clusters Score -28819.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28868.171875 Penalty: 591.890198
	Iteration 6Q: 3 clusters Score -28868.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28942.074219 Penalty: 591.890198
	Iteration 7Q: 3 clusters Score -28942.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28977.978516 Penalty: 591.890198
	Iteration 8Q: 3 clusters Score -28977.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28998.736328 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -28998.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29008.156250 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -29008.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29013.152344 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -29013.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29022.261719 Penalty: 591.890198
	Iteration 12Q: 3 clusters Score -29022.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29037.449219 Penalty: 591.890198
	Iteration 13Q: 3 clusters Score -29037.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29057.201172 Penalty: 591.890198
	Iteration 14Q: 3 clusters Score -29057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29079.488281 Penalty: 591.890198
	Iteration 15Q: 3 clusters Score -29079.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29094.687500 Penalty: 591.890198
	Iteration 16Q: 3 clusters Score -29094.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29104.066406 Penalty: 591.890198
	Iteration 17Q: 3 clusters Score -29104.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29110.769531 Penalty: 591.890198
	Iteration 18Q: 3 clusters Score -29110.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29116.130859 Penalty: 591.890198
	Iteration 19Q: 3 clusters Score -29116.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29132.472656 Penalty: 591.890198
	Iteration 20F: 3 clusters Score -29132.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29147.355469 Penalty: 591.890198
	Iteration 21Q: 3 clusters Score -29147.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29157.042969 Penalty: 591.890198
	Iteration 22Q: 3 clusters Score -29157.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29169.738281 Penalty: 591.890198
	Iteration 23Q: 3 clusters Score -29169.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29173.884766 Penalty: 591.890198
	Iteration 24Q: 3 clusters Score -29173.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29173.884766 Penalty: 591.890198
	Iteration 25F: 3 clusters Score -29173.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Entering Unmasked Estep 
Score: -58177392.000000 Penalty: 30209.167969
Splitting cluster 22 changes total score from -58170276.000000 to -58177392.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 23 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -466457.937500 Penalty: 409.381439
	Iteration 0F: 2 clusters Score -466457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -461047.750000 Penalty: 818.762878
	Iteration 0F: 3 clusters Score -461047.8 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -463379.562500 Penalty: 818.762878
	Iteration 1F: 3 clusters Score -463379.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -463795.687500 Penalty: 818.762878
	Iteration 2F: 3 clusters Score -463795.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -464213.031250 Penalty: 818.762878
	Iteration 3F: 3 clusters Score -464213 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -464588.656250 Penalty: 818.762878
	Iteration 4F: 3 clusters Score -464588.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -464875.281250 Penalty: 818.762878
	Iteration 5F: 3 clusters Score -464875.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -465103.031250 Penalty: 818.762878
	Iteration 6Q: 3 clusters Score -465103 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -465293.718750 Penalty: 818.762878
	Iteration 7Q: 3 clusters Score -465293.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -465418.187500 Penalty: 818.762878
	Iteration 8Q: 3 clusters Score -465418.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -465491.656250 Penalty: 818.762878
	Iteration 9Q: 3 clusters Score -465491.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -465543.343750 Penalty: 818.762878
	Iteration 10Q: 3 clusters Score -465543.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -465587.437500 Penalty: 818.762878
	Iteration 11Q: 3 clusters Score -465587.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -465632.125000 Penalty: 818.762878
	Iteration 12Q: 3 clusters Score -465632.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -465676.875000 Penalty: 818.762878
	Iteration 13Q: 3 clusters Score -465676.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -465711.312500 Penalty: 818.762878
	Iteration 14Q: 3 clusters Score -465711.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -465738.687500 Penalty: 818.762878
	Iteration 15Q: 3 clusters Score -465738.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -465767.375000 Penalty: 818.762878
	Iteration 16Q: 3 clusters Score -465767.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -465793.062500 Penalty: 818.762878
	Iteration 17Q: 3 clusters Score -465793.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -465822.312500 Penalty: 818.762878
	Iteration 18Q: 3 clusters Score -465822.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -465846.343750 Penalty: 818.762878
	Iteration 19Q: 3 clusters Score -465846.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -465866.218750 Penalty: 818.762878
	Iteration 20F: 3 clusters Score -465866.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -465881.937500 Penalty: 818.762878
	Iteration 21Q: 3 clusters Score -465881.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -465890.000000 Penalty: 818.762878
	Iteration 22Q: 3 clusters Score -465890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -465894.937500 Penalty: 818.762878
	Iteration 23Q: 3 clusters Score -465894.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -465897.718750 Penalty: 818.762878
	Iteration 24Q: 3 clusters Score -465897.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -465900.812500 Penalty: 818.762878
	Iteration 25Q: 3 clusters Score -465900.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -465904.000000 Penalty: 818.762878
	Iteration 26Q: 3 clusters Score -465904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -465906.312500 Penalty: 818.762878
	Iteration 27Q: 3 clusters Score -465906.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -465909.031250 Penalty: 818.762878
	Iteration 28Q: 3 clusters Score -465909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -465911.656250 Penalty: 818.762878
	Iteration 29Q: 3 clusters Score -465911.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -465911.562500 Penalty: 818.762878
	Iteration 30Q: 3 clusters Score -465911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -465914.531250 Penalty: 818.762878
	Iteration 31Q: 3 clusters Score -465914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -465914.468750 Penalty: 818.762878
	Iteration 32Q: 3 clusters Score -465914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -465914.687500 Penalty: 818.762878
	Iteration 33Q: 3 clusters Score -465914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -465914.593750 Penalty: 818.762878
	Iteration 34Q: 3 clusters Score -465914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -465915.781250 Penalty: 818.762878
	Iteration 35Q: 3 clusters Score -465915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -465915.500000 Penalty: 818.762878
	Iteration 36Q: 3 clusters Score -465915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -465915.812500 Penalty: 818.762878
	Iteration 37Q: 3 clusters Score -465915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -465915.750000 Penalty: 818.762878
	Iteration 38Q: 3 clusters Score -465915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -465915.156250 Penalty: 818.762878
	Iteration 39Q: 3 clusters Score -465915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -465915.406250 Penalty: 818.762878
	Iteration 40F: 3 clusters Score -465915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -465914.968750 Penalty: 818.762878
	Iteration 41Q: 3 clusters Score -465915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -465915.937500 Penalty: 818.762878
	Iteration 42Q: 3 clusters Score -465915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -465916.781250 Penalty: 818.762878
	Iteration 43Q: 3 clusters Score -465916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -465917.218750 Penalty: 818.762878
	Iteration 44Q: 3 clusters Score -465917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -465920.187500 Penalty: 818.762878
	Iteration 45Q: 3 clusters Score -465920.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -465921.812500 Penalty: 818.762878
	Iteration 46Q: 3 clusters Score -465921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -465922.625000 Penalty: 818.762878
	Iteration 47Q: 3 clusters Score -465922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -465923.500000 Penalty: 818.762878
	Iteration 48Q: 3 clusters Score -465923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -465924.156250 Penalty: 818.762878
	Iteration 49Q: 3 clusters Score -465924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -465923.875000 Penalty: 818.762878
	Iteration 50Q: 3 clusters Score -465923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -465923.968750 Penalty: 818.762878
	Iteration 51Q: 3 clusters Score -465924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -465923.968750 Penalty: 818.762878
	Iteration 52F: 3 clusters Score -465924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (131308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Entering Unmasked Estep 
Score: -7842907.000000 Penalty: 536.231201
	Iteration 0F: 2 clusters Score -7842907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -7759457.000000 Penalty: 1072.462402
	Iteration 0F: 3 clusters Score -7759457 nChanged 64579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -7801135.500000 Penalty: 1072.462402
	Iteration 1F: 3 clusters Score -7801136 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -7804598.000000 Penalty: 1072.462402
	Iteration 2F: 3 clusters Score -7804598 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -7809553.500000 Penalty: 1072.462402
	Iteration 3F: 3 clusters Score -7809554 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -7815942.000000 Penalty: 1072.462402
	Iteration 4F: 3 clusters Score -7815942 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -7822639.000000 Penalty: 1072.462402
	Iteration 5F: 3 clusters Score -7822639 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -7826468.000000 Penalty: 1072.462402
	Iteration 6Q: 3 clusters Score -7826468 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -7827900.000000 Penalty: 1072.462402
	Iteration 7Q: 3 clusters Score -7827900 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -7828718.000000 Penalty: 1072.462402
	Iteration 8Q: 3 clusters Score -7828718 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -7829520.000000 Penalty: 1072.462402
	Iteration 9Q: 3 clusters Score -7829520 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -7830365.500000 Penalty: 1072.462402
	Iteration 10Q: 3 clusters Score -7830366 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -7831161.500000 Penalty: 1072.462402
	Iteration 11Q: 3 clusters Score -7831162 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -7832043.000000 Penalty: 1072.462402
	Iteration 12Q: 3 clusters Score -7832043 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -7832997.000000 Penalty: 1072.462402
	Iteration 13Q: 3 clusters Score -7832997 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -7833805.000000 Penalty: 1072.462402
	Iteration 14Q: 3 clusters Score -7833805 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -7834711.000000 Penalty: 1072.462402
	Iteration 15Q: 3 clusters Score -7834711 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 113947 members 
Entering Unmasked Estep 
Score: -7835418.000000 Penalty: 1072.462402
	Iteration 16Q: 3 clusters Score -7835418 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -7836117.500000 Penalty: 1072.462402
	Iteration 17Q: 3 clusters Score -7836118 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -7836742.500000 Penalty: 1072.462402
	Iteration 18Q: 3 clusters Score -7836742 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 119241 members 
Entering Unmasked Estep 
Score: -7837342.500000 Penalty: 1072.462402
	Iteration 19Q: 3 clusters Score -7837342 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -7837932.000000 Penalty: 1072.462402
	Iteration 20F: 3 clusters Score -7837932 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -7838453.500000 Penalty: 1072.462402
	Iteration 21Q: 3 clusters Score -7838454 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -7838916.000000 Penalty: 1072.462402
	Iteration 22Q: 3 clusters Score -7838916 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -7839328.500000 Penalty: 1072.462402
	Iteration 23Q: 3 clusters Score -7839328 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -7839757.000000 Penalty: 1072.462402
	Iteration 24Q: 3 clusters Score -7839757 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -7840144.000000 Penalty: 1072.462402
	Iteration 25Q: 3 clusters Score -7840144 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -7840482.500000 Penalty: 1072.462402
	Iteration 26Q: 3 clusters Score -7840482 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -7840782.000000 Penalty: 1072.462402
	Iteration 27Q: 3 clusters Score -7840782 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 128151 members 
Entering Unmasked Estep 
Score: -7840972.500000 Penalty: 1072.462402
	Iteration 28Q: 3 clusters Score -7840972 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -7841206.500000 Penalty: 1072.462402
	Iteration 29Q: 3 clusters Score -7841206 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -7841391.000000 Penalty: 1072.462402
	Iteration 30Q: 3 clusters Score -7841391 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -7841552.000000 Penalty: 1072.462402
	Iteration 31Q: 3 clusters Score -7841552 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -7841733.500000 Penalty: 1072.462402
	Iteration 32Q: 3 clusters Score -7841734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -7841901.000000 Penalty: 1072.462402
	Iteration 33Q: 3 clusters Score -7841901 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -7842059.500000 Penalty: 1072.462402
	Iteration 34Q: 3 clusters Score -7842060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 129890 members 
Entering Unmasked Estep 
Score: -7842221.000000 Penalty: 1072.462402
	Iteration 35Q: 3 clusters Score -7842221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 129960 members 
Entering Unmasked Estep 
Score: -7842327.000000 Penalty: 1072.462402
	Iteration 36Q: 3 clusters Score -7842327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -7842379.500000 Penalty: 1072.462402
	Iteration 37Q: 3 clusters Score -7842380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -7842408.500000 Penalty: 1072.462402
	Iteration 38Q: 3 clusters Score -7842408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -7842425.500000 Penalty: 1072.462402
	Iteration 39Q: 3 clusters Score -7842426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 130049 members 
Entering Unmasked Estep 
Score: -7842446.000000 Penalty: 1072.462402
	Iteration 40F: 3 clusters Score -7842446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 130040 members 
Entering Unmasked Estep 
Score: -7842444.500000 Penalty: 1072.462402
	Iteration 41Q: 3 clusters Score -7842444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 130035 members 
Entering Unmasked Estep 
Score: -7842473.500000 Penalty: 1072.462402
	Iteration 42Q: 3 clusters Score -7842474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -7842498.500000 Penalty: 1072.462402
	Iteration 43Q: 3 clusters Score -7842498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -7842507.000000 Penalty: 1072.462402
	Iteration 44Q: 3 clusters Score -7842507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 129988 members 
Entering Unmasked Estep 
Score: -7842513.500000 Penalty: 1072.462402
	Iteration 45Q: 3 clusters Score -7842514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 129965 members 
Entering Unmasked Estep 
Score: -7842527.000000 Penalty: 1072.462402
	Iteration 46Q: 3 clusters Score -7842527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -7842524.500000 Penalty: 1072.462402
	Iteration 47Q: 3 clusters Score -7842524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 129926 members 
Entering Unmasked Estep 
Score: -7842532.000000 Penalty: 1072.462402
	Iteration 48Q: 3 clusters Score -7842532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -7842518.500000 Penalty: 1072.462402
	Iteration 49Q: 3 clusters Score -7842518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -7842531.000000 Penalty: 1072.462402
	Iteration 50Q: 3 clusters Score -7842531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -7842541.500000 Penalty: 1072.462402
	Iteration 51Q: 3 clusters Score -7842542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -7842559.000000 Penalty: 1072.462402
	Iteration 52Q: 3 clusters Score -7842559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 129858 members 
Entering Unmasked Estep 
Score: -7842555.500000 Penalty: 1072.462402
	Iteration 53Q: 3 clusters Score -7842556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -7842562.500000 Penalty: 1072.462402
	Iteration 54Q: 3 clusters Score -7842562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -7842579.500000 Penalty: 1072.462402
	Iteration 55Q: 3 clusters Score -7842580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -7842571.500000 Penalty: 1072.462402
	Iteration 56Q: 3 clusters Score -7842572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -7842575.500000 Penalty: 1072.462402
	Iteration 57Q: 3 clusters Score -7842576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 129763 members 
Entering Unmasked Estep 
Score: -7842572.500000 Penalty: 1072.462402
	Iteration 58Q: 3 clusters Score -7842572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 129750 members 
Entering Unmasked Estep 
Score: -7842580.000000 Penalty: 1072.462402
	Iteration 59Q: 3 clusters Score -7842580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 129742 members 
Entering Unmasked Estep 
Score: -7842585.000000 Penalty: 1072.462402
	Iteration 60F: 3 clusters Score -7842585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -7842587.000000 Penalty: 1072.462402
	Iteration 61Q: 3 clusters Score -7842587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -7842602.500000 Penalty: 1072.462402
	Iteration 62Q: 3 clusters Score -7842602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -7842603.500000 Penalty: 1072.462402
	Iteration 63Q: 3 clusters Score -7842604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 129683 members 
Entering Unmasked Estep 
Score: -7842602.500000 Penalty: 1072.462402
	Iteration 64Q: 3 clusters Score -7842602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -7842588.500000 Penalty: 1072.462402
	Iteration 65Q: 3 clusters Score -7842588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -7842577.500000 Penalty: 1072.462402
	Iteration 66Q: 3 clusters Score -7842578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -7842577.000000 Penalty: 1072.462402
	Iteration 67Q: 3 clusters Score -7842577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -7842580.000000 Penalty: 1072.462402
	Iteration 68Q: 3 clusters Score -7842580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 129633 members 
Entering Unmasked Estep 
Score: -7842567.500000 Penalty: 1072.462402
	Iteration 69Q: 3 clusters Score -7842568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -7842575.500000 Penalty: 1072.462402
	Iteration 70Q: 3 clusters Score -7842576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -7842575.000000 Penalty: 1072.462402
	Iteration 71Q: 3 clusters Score -7842575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -7842581.000000 Penalty: 1072.462402
	Iteration 72Q: 3 clusters Score -7842581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -7842584.500000 Penalty: 1072.462402
	Iteration 73Q: 3 clusters Score -7842584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 129606 members 
Entering Unmasked Estep 
Score: -7842585.000000 Penalty: 1072.462402
	Iteration 74Q: 3 clusters Score -7842585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -7842580.000000 Penalty: 1072.462402
	Iteration 75Q: 3 clusters Score -7842580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 129595 members 
Entering Unmasked Estep 
Score: -7842584.500000 Penalty: 1072.462402
	Iteration 76Q: 3 clusters Score -7842584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -7842586.000000 Penalty: 1072.462402
	Iteration 77Q: 3 clusters Score -7842586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -7842588.500000 Penalty: 1072.462402
	Iteration 78Q: 3 clusters Score -7842588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -7842586.500000 Penalty: 1072.462402
	Iteration 79Q: 3 clusters Score -7842586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 80F: 3 clusters Score -7842588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -7842590.500000 Penalty: 1072.462402
	Iteration 81Q: 3 clusters Score -7842590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 82Q: 3 clusters Score -7842588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 129567 members 
Entering Unmasked Estep 
Score: -7842591.500000 Penalty: 1072.462402
	Iteration 83Q: 3 clusters Score -7842592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 129567 members 
Entering Unmasked Estep 
Score: -7842590.500000 Penalty: 1072.462402
	Iteration 84Q: 3 clusters Score -7842590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 129564 members 
Entering Unmasked Estep 
Score: -7842593.000000 Penalty: 1072.462402
	Iteration 85Q: 3 clusters Score -7842593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -7842595.000000 Penalty: 1072.462402
	Iteration 86Q: 3 clusters Score -7842595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 129559 members 
Entering Unmasked Estep 
Score: -7842596.000000 Penalty: 1072.462402
	Iteration 87Q: 3 clusters Score -7842596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 129551 members 
Entering Unmasked Estep 
Score: -7842595.000000 Penalty: 1072.462402
	Iteration 88Q: 3 clusters Score -7842595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 129547 members 
Entering Unmasked Estep 
Score: -7842593.000000 Penalty: 1072.462402
	Iteration 89Q: 3 clusters Score -7842593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -7842597.500000 Penalty: 1072.462402
	Iteration 90Q: 3 clusters Score -7842598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 129537 members 
Entering Unmasked Estep 
Score: -7842598.500000 Penalty: 1072.462402
	Iteration 91Q: 3 clusters Score -7842598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -7842592.500000 Penalty: 1072.462402
	Iteration 92Q: 3 clusters Score -7842592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 129523 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 93Q: 3 clusters Score -7842588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -7842579.000000 Penalty: 1072.462402
	Iteration 94Q: 3 clusters Score -7842579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 95Q: 3 clusters Score -7842588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -7842588.500000 Penalty: 1072.462402
	Iteration 96Q: 3 clusters Score -7842588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 97Q: 3 clusters Score -7842588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -7842588.000000 Penalty: 1072.462402
	Iteration 98F: 3 clusters Score -7842588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Entering Unmasked Estep 
Score: -7955359.000000 Penalty: 536.706848
	Iteration 0F: 2 clusters Score -7955359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -7869281.000000 Penalty: 1073.413696
	Iteration 0F: 3 clusters Score -7869281 nChanged 65138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -7908707.500000 Penalty: 1073.413696
	Iteration 1F: 3 clusters Score -7908708 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -7910507.000000 Penalty: 1073.413696
	Iteration 2Q: 3 clusters Score -7910507 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -7913845.000000 Penalty: 1073.413696
	Iteration 3Q: 3 clusters Score -7913845 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -7918665.000000 Penalty: 1073.413696
	Iteration 4F: 3 clusters Score -7918665 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -7924346.000000 Penalty: 1073.413696
	Iteration 5F: 3 clusters Score -7924346 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7930204 nChanged 8350
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Mstep: Class 2 contains 85267 members 
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	Iteration 11Q: 3 clusters Score -7943162 nChanged 2323
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	Iteration 12Q: 3 clusters Score -7943676 nChanged 2050
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	Iteration 14Q: 3 clusters Score -7944608 nChanged 1733
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	Iteration 15Q: 3 clusters Score -7945078 nChanged 1715
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	Iteration 16Q: 3 clusters Score -7945585 nChanged 1710
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	Iteration 18Q: 3 clusters Score -7946408 nChanged 1473
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	Iteration 19Q: 3 clusters Score -7946712 nChanged 1442
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	Iteration 20F: 3 clusters Score -7947038 nChanged 1301
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	Iteration 21Q: 3 clusters Score -7947368 nChanged 1150
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	Iteration 22Q: 3 clusters Score -7947618 nChanged 1011
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	Iteration 23Q: 3 clusters Score -7947756 nChanged 915
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	Iteration 24Q: 3 clusters Score -7947903 nChanged 805
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	Iteration 25Q: 3 clusters Score -7948002 nChanged 712
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	Iteration 26Q: 3 clusters Score -7948054 nChanged 637
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	Iteration 27Q: 3 clusters Score -7948078 nChanged 545
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	Iteration 28Q: 3 clusters Score -7948128 nChanged 473
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	Iteration 29Q: 3 clusters Score -7948152 nChanged 454
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	Iteration 30Q: 3 clusters Score -7948184 nChanged 407
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	Iteration 55Q: 3 clusters Score -7948374 nChanged 51
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	Iteration 56Q: 3 clusters Score -7948384 nChanged 53
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	Iteration 57Q: 3 clusters Score -7948380 nChanged 54
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	Iteration 58Q: 3 clusters Score -7948371 nChanged 59
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	Iteration 59Q: 3 clusters Score -7948380 nChanged 68
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	Iteration 60F: 3 clusters Score -7948405 nChanged 82
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	Iteration 63Q: 3 clusters Score -7948398 nChanged 85
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	Iteration 65Q: 3 clusters Score -7948408 nChanged 65
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	Iteration 67Q: 3 clusters Score -7948412 nChanged 68
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	Iteration 68Q: 3 clusters Score -7948418 nChanged 72
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	Iteration 69Q: 3 clusters Score -7948426 nChanged 78
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	Iteration 70Q: 3 clusters Score -7948430 nChanged 84
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	Iteration 71Q: 3 clusters Score -7948434 nChanged 77
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	Iteration 72Q: 3 clusters Score -7948420 nChanged 67
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	Iteration 74Q: 3 clusters Score -7948406 nChanged 61
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	Iteration 78Q: 3 clusters Score -7948406 nChanged 17
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	Iteration 79Q: 3 clusters Score -7948400 nChanged 23
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	Iteration 80F: 3 clusters Score -7948394 nChanged 15
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	Iteration 83Q: 3 clusters Score -7948393 nChanged 10
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Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -7948392.000000 Penalty: 1073.413696
	Iteration 100F: 3 clusters Score -7948392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -7948394.000000 Penalty: 1073.413696
	Iteration 101Q: 3 clusters Score -7948394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -7948391.000000 Penalty: 1073.413696
	Iteration 102Q: 3 clusters Score -7948391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -7948394.000000 Penalty: 1073.413696
	Iteration 103Q: 3 clusters Score -7948394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -7948391.000000 Penalty: 1073.413696
	Iteration 104Q: 3 clusters Score -7948391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -7948389.000000 Penalty: 1073.413696
	Iteration 105Q: 3 clusters Score -7948389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -7948389.500000 Penalty: 1073.413696
	Iteration 106Q: 3 clusters Score -7948390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -7948388.000000 Penalty: 1073.413696
	Iteration 107Q: 3 clusters Score -7948388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -7948388.000000 Penalty: 1073.413696
	Iteration 108F: 3 clusters Score -7948388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -93331.968750 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -93331.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92178.226562 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -92178.23 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -92739.210938 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -92739.21 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -93016.742188 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -93016.74 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -93169.093750 Penalty: 669.479553
	Iteration 3F: 3 clusters Score -93169.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -93226.070312 Penalty: 669.479553
	Iteration 4F: 3 clusters Score -93226.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -93246.757812 Penalty: 669.479553
	Iteration 5Q: 3 clusters Score -93246.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -93256.882812 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -93256.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -93266.296875 Penalty: 669.479553
	Iteration 7Q: 3 clusters Score -93266.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93273.804688 Penalty: 669.479553
	Iteration 8Q: 3 clusters Score -93273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93282.437500 Penalty: 669.479553
	Iteration 9Q: 3 clusters Score -93282.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93290.679688 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -93290.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93300.117188 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -93300.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93318.492188 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -93318.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93339.609375 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -93339.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93361.328125 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -93361.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93390.859375 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -93390.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -93444.515625 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -93444.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93613.875000 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -93613.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93773.078125 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -93773.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93818.414062 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -93818.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93846.796875 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -93846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -93857.679688 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -93857.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -93859.445312 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -93859.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93861.382812 Penalty: 669.479553
	Iteration 23Q: 3 clusters Score -93861.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93861.632812 Penalty: 669.479553
	Iteration 24Q: 3 clusters Score -93861.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93862.312500 Penalty: 669.479553
	Iteration 25Q: 3 clusters Score -93862.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93862.750000 Penalty: 669.479553
	Iteration 26Q: 3 clusters Score -93862.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93863.250000 Penalty: 669.479553
	Iteration 27Q: 3 clusters Score -93863.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93863.382812 Penalty: 669.479553
	Iteration 28Q: 3 clusters Score -93863.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93863.382812 Penalty: 669.479553
	Iteration 29F: 3 clusters Score -93863.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Entering Unmasked Estep 
Score: -58177516.000000 Penalty: 30838.527344
Splitting cluster 26 changes total score from -58170276.000000 to -58177516.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 27 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -126349.859375 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -126349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124915.796875 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -124915.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -126145.710938 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -126145.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -126642.234375 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -126642.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -127103.921875 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -127103.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -127671.828125 Penalty: 697.070374
	Iteration 4F: 3 clusters Score -127671.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -127914.234375 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -127914.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -127974.968750 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -127975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -127989.039062 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -127989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -127998.500000 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -127998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128003.398438 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -128003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128007.351562 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -128007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -128011.125000 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -128011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -128012.414062 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -128012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -128013.375000 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -128013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128014.281250 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -128014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -128014.960938 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -128015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -128015.312500 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -128015.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -128015.312500 Penalty: 697.070374
	Iteration 17F: 3 clusters Score -128015.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Entering Unmasked Estep 
Score: -58178756.000000 Penalty: 31467.884766
Splitting cluster 27 changes total score from -58170276.000000 to -58178756.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -8705.694336 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -8705.694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8298.414062 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -8298.414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8533.964844 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -8533.965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8652.650391 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -8652.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8722.458008 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -8722.458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8736.928711 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -8736.929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8740.759766 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -8740.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8745.453125 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -8745.453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8749.538086 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -8749.538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8758.392578 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -8758.393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8763.657227 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -8763.657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8766.692383 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -8766.692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8781.246094 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -8781.246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8795.557617 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -8795.558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8802.942383 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -8802.942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8804.726562 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -8804.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8806.519531 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -8806.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8807.318359 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -8807.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8808.619141 Penalty: 546.578186
	Iteration 17Q: 3 clusters Score -8808.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8808.619141 Penalty: 546.578186
	Iteration 18F: 3 clusters Score -8808.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Entering Unmasked Estep 
Score: -58178512.000000 Penalty: 32097.242188
Splitting cluster 28 changes total score from -58170276.000000 to -58178512.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 29 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -38021.464844 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -38021.46 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 338 members 
Entering Unmasked Estep 
Score: -37411.777344 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -37411.78 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37549.531250 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -37549.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37580.382812 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -37580.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37604.496094 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -37604.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37624.917969 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -37624.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37639.621094 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -37639.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37647.250000 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -37647.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37651.492188 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -37651.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37654.628906 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -37654.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37658.554688 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -37658.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37665.351562 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -37665.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37673.402344 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -37673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37676.578125 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -37676.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37678.960938 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -37678.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37681.140625 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -37681.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37684.695312 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -37684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37689.199219 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -37689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37693.167969 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -37693.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37694.335938 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -37694.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37694.441406 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -37694.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37694.441406 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -37694.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Entering Unmasked Estep 
Score: -1490092.500000 Penalty: 458.773285
	Iteration 0F: 2 clusters Score -1490092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1474236.625000 Penalty: 917.546570
	Iteration 0F: 3 clusters Score -1474237 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1480733.125000 Penalty: 917.546570
	Iteration 1F: 3 clusters Score -1480733 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1480932.500000 Penalty: 917.546570
	Iteration 2Q: 3 clusters Score -1480932 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1481202.125000 Penalty: 917.546570
	Iteration 3Q: 3 clusters Score -1481202 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1481579.500000 Penalty: 917.546570
	Iteration 4Q: 3 clusters Score -1481580 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1482151.125000 Penalty: 917.546570
	Iteration 5Q: 3 clusters Score -1482151 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1483075.500000 Penalty: 917.546570
	Iteration 6F: 3 clusters Score -1483076 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1484273.625000 Penalty: 917.546570
	Iteration 7F: 3 clusters Score -1484274 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1485620.375000 Penalty: 917.546570
	Iteration 8F: 3 clusters Score -1485620 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1486905.625000 Penalty: 917.546570
	Iteration 9F: 3 clusters Score -1486906 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1487804.500000 Penalty: 917.546570
	Iteration 10Q: 3 clusters Score -1487804 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -1488363.875000 Penalty: 917.546570
	Iteration 11Q: 3 clusters Score -1488364 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1488757.250000 Penalty: 917.546570
	Iteration 12Q: 3 clusters Score -1488757 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -1489065.500000 Penalty: 917.546570
	Iteration 13Q: 3 clusters Score -1489066 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -1489260.500000 Penalty: 917.546570
	Iteration 14Q: 3 clusters Score -1489260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1489386.875000 Penalty: 917.546570
	Iteration 15Q: 3 clusters Score -1489387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -1489473.375000 Penalty: 917.546570
	Iteration 16Q: 3 clusters Score -1489473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1489523.125000 Penalty: 917.546570
	Iteration 17Q: 3 clusters Score -1489523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -1489560.750000 Penalty: 917.546570
	Iteration 18Q: 3 clusters Score -1489561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1489584.750000 Penalty: 917.546570
	Iteration 19Q: 3 clusters Score -1489585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1489612.375000 Penalty: 917.546570
	Iteration 20F: 3 clusters Score -1489612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -1489634.125000 Penalty: 917.546570
	Iteration 21Q: 3 clusters Score -1489634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -1489645.875000 Penalty: 917.546570
	Iteration 22Q: 3 clusters Score -1489646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1489657.375000 Penalty: 917.546570
	Iteration 23Q: 3 clusters Score -1489657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1489667.500000 Penalty: 917.546570
	Iteration 24Q: 3 clusters Score -1489668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1489679.625000 Penalty: 917.546570
	Iteration 25Q: 3 clusters Score -1489680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -1489687.125000 Penalty: 917.546570
	Iteration 26Q: 3 clusters Score -1489687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -1489688.875000 Penalty: 917.546570
	Iteration 27Q: 3 clusters Score -1489689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1489690.250000 Penalty: 917.546570
	Iteration 28Q: 3 clusters Score -1489690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1489692.000000 Penalty: 917.546570
	Iteration 29Q: 3 clusters Score -1489692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1489692.000000 Penalty: 917.546570
	Iteration 30Q: 3 clusters Score -1489692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -1489692.625000 Penalty: 917.546570
	Iteration 31Q: 3 clusters Score -1489693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -1489692.500000 Penalty: 917.546570
	Iteration 32Q: 3 clusters Score -1489692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -1489692.500000 Penalty: 917.546570
	Iteration 33F: 3 clusters Score -1489692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -65253.621094 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -65253.62 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 568 members 
Entering Unmasked Estep 
Score: -64403.250000 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -64403.25 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -64943.304688 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -64943.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65222.085938 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -65222.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65337.085938 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -65337.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -65373.136719 Penalty: 639.162048
	Iteration 4Q: 3 clusters Score -65373.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -65381.394531 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -65381.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -65387.320312 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -65387.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -65404.406250 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -65404.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -65446.921875 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -65446.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65551.609375 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -65551.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65556.445312 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -65556.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -65558.164062 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -65558.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65560.804688 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -65560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65562.039062 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -65562.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -65566.148438 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -65566.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65571.773438 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -65571.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65576.320312 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -65576.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65577.335938 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -65577.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65577.335938 Penalty: 639.162048
	Iteration 18F: 3 clusters Score -65577.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 1536 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Entering Unmasked Estep 
Score: -58178492.000000 Penalty: 32726.599609
Splitting cluster 31 changes total score from -58170276.000000 to -58178492.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -78834.984375 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -78834.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -77768.750000 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -77768.75 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78914.195312 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -78914.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -79664.429688 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -79664.43 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -80188.328125 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -80188.33 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -80475.156250 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -80475.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -80658.093750 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -80658.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -80669.453125 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -80669.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -80684.054688 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -80684.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -80691.742188 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -80691.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -80688.007812 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -80688.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -80711.921875 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -80711.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -80716.953125 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -80716.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -80718.632812 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -80718.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -80717.179688 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -80717.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -80707.179688 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -80707.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -80718.070312 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -80718.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -80714.523438 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -80714.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -80721.234375 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -80721.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -80721.234375 Penalty: 667.661255
	Iteration 18F: 3 clusters Score -80721.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1179 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Mstep: Class 53 contains 1069 members 
Entering Unmasked Estep 
Score: -58180012.000000 Penalty: 33355.957031
Splitting cluster 32 changes total score from -58170276.000000 to -58180012.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -63707.035156 Penalty: 321.795197
	Iteration 0F: 2 clusters Score -63707.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62825.707031 Penalty: 643.590393
	Iteration 0F: 3 clusters Score -62825.71 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63383.015625 Penalty: 643.590393
	Iteration 1F: 3 clusters Score -63383.02 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63725.335938 Penalty: 643.590393
	Iteration 2F: 3 clusters Score -63725.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -63893.347656 Penalty: 643.590393
	Iteration 3F: 3 clusters Score -63893.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64048.234375 Penalty: 643.590393
	Iteration 4F: 3 clusters Score -64048.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64158.976562 Penalty: 643.590393
	Iteration 5Q: 3 clusters Score -64158.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64200.386719 Penalty: 643.590393
	Iteration 6Q: 3 clusters Score -64200.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -64209.140625 Penalty: 643.590393
	Iteration 7Q: 3 clusters Score -64209.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64213.121094 Penalty: 643.590393
	Iteration 8Q: 3 clusters Score -64213.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64213.128906 Penalty: 643.590393
	Iteration 9Q: 3 clusters Score -64213.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64213.308594 Penalty: 643.590393
	Iteration 10Q: 3 clusters Score -64213.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64213.308594 Penalty: 643.590393
	Iteration 11F: 3 clusters Score -64213.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 417 members 
Entering Unmasked Estep 
Score: -58180360.000000 Penalty: 33985.316406
Splitting cluster 33 changes total score from -58170276.000000 to -58180360.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 34 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -28697.476562 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -28697.48 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 343 members 
Entering Unmasked Estep 
Score: -28217.275391 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -28217.28 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29091.937500 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -29091.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29395.476562 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -29395.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29501.435547 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -29501.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29696.828125 Penalty: 589.404480
	Iteration 4Q: 3 clusters Score -29696.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29821.837891 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -29821.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29875.203125 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -29875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29885.617188 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -29885.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29897.001953 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -29897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29901.283203 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -29901.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29905.132812 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -29905.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29906.421875 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -29906.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29906.421875 Penalty: 589.404480
	Iteration 12F: 3 clusters Score -29906.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 320 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 417 members 
Mstep: Class 55 contains 308 members 
Entering Unmasked Estep 
Score: -58181216.000000 Penalty: 34614.671875
Splitting cluster 34 changes total score from -58170276.000000 to -58181216.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 35 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -19616.865234 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -19616.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19246.035156 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -19246.04 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19441.414062 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -19441.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19518.566406 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -19518.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19604.937500 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -19604.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19694.304688 Penalty: 524.917236
	Iteration 4F: 3 clusters Score -19694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19731.683594 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -19731.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19776.398438 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -19776.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19799.960938 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -19799.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19804.582031 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -19804.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19808.869141 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -19808.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19815.830078 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -19815.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19825.287109 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -19825.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19827.824219 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -19827.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19828.472656 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -19828.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19828.472656 Penalty: 524.917236
	Iteration 14F: 3 clusters Score -19828.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 417 members 
Mstep: Class 55 contains 308 members 
Mstep: Class 56 contains 103 members 
Entering Unmasked Estep 
Score: -58181072.000000 Penalty: 35244.031250
Splitting cluster 35 changes total score from -58170276.000000 to -58181072.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -37882.281250 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -37882.28 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 347 members 
Entering Unmasked Estep 
Score: -37284.988281 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -37284.99 nChanged 266
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: -37548.878906 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -37548.88 nChanged 92
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: -37708.527344 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -37708.53 nChanged 58
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: -37836.242188 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -37836.24 nChanged 27
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: -37928.281250 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -37928.28 nChanged 14
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: -37950.117188 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -37950.12 nChanged 13
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: -37977.171875 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -37977.17 nChanged 13
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: -38022.562500 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -38022.56 nChanged 18
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: -38085.277344 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -38085.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38142.996094 Penalty: 591.617371
	Iteration 9Q: 3 clusters Score -38143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38180.425781 Penalty: 591.617371
	Iteration 10Q: 3 clusters Score -38180.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38196.109375 Penalty: 591.617371
	Iteration 11Q: 3 clusters Score -38196.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38205.046875 Penalty: 591.617371
	Iteration 12Q: 3 clusters Score -38205.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38206.527344 Penalty: 591.617371
	Iteration 13Q: 3 clusters Score -38206.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38206.527344 Penalty: 591.617371
	Iteration 14F: 3 clusters Score -38206.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 359 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 53898 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 8856 members 
Mstep: Class 43 contains 351 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 354 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 339 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 1692 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 689 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 417 members 
Mstep: Class 55 contains 308 members 
Mstep: Class 56 contains 103 members 
Mstep: Class 57 contains 307 members 
Entering Unmasked Estep 
Score: -58181044.000000 Penalty: 35873.386719
Splitting cluster 36 changes total score from -58170276.000000 to -58181044.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 93623 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 219 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 6060 members 
Mstep: Class 16 contains 112378 members 
Mstep: Class 17 contains 9308 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 733 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 131308 members 
Mstep: Class 25 contains 132688 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 23931 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 56. Lose 398.629669 but Gain 629.355469
Score: -58183952.000000 Penalty: 35244.031250
Iteration 119Q: 57 clusters Score -5.818395e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20581 members 
Mstep: Class 3 contains 4231 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 37243 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 131469 members 
Mstep: Class 8 contains 94043 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 232 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 97708 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 112374 members 
Mstep: Class 17 contains 9412 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 8086 members 
Mstep: Class 24 contains 131300 members 
Mstep: Class 25 contains 132456 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 439 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 24187 members 
Mstep: Class 31 contains 429 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 768 members 
Mstep: Class 34 contains 345 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 359 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 53909 members 
Mstep: Class 40 contains 518 members 
Mstep: Class 41 contains 308 members 
Mstep: Class 42 contains 8808 members 
Mstep: Class 43 contains 353 members 
Mstep: Class 44 contains 2905 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 339 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 360 members 
Mstep: Class 49 contains 647 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 171 members 
Mstep: Class 52 contains 717 members 
Mstep: Class 53 contains 982 members 
Mstep: Class 54 contains 409 members 
Mstep: Class 55 contains 290 members 
Mstep: Class 57 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187008.000000 Penalty: 35244.031250
Iteration 120F: 57 clusters Score -5.818701e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20026 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 37189 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 131445 members 
Mstep: Class 8 contains 94554 members 
Mstep: Class 9 contains 14428 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 241 members 
Mstep: Class 12 contains 17511 members 
Mstep: Class 13 contains 72912 members 
Mstep: Class 14 contains 97598 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 112264 members 
Mstep: Class 17 contains 9659 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 724 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 8076 members 
Mstep: Class 24 contains 131224 members 
Mstep: Class 25 contains 131877 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 407 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 34 contains 342 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 360 members 
Mstep: Class 37 contains 406 members 
Mstep: Class 38 contains 2004 members 
Mstep: Class 39 contains 54050 members 
Mstep: Class 40 contains 530 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 8981 members 
Mstep: Class 43 contains 374 members 
Mstep: Class 44 contains 2909 members 
Mstep: Class 45 contains 968 members 
Mstep: Class 46 contains 328 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 373 members 
Mstep: Class 49 contains 647 members 
Mstep: Class 50 contains 1699 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 739 members 
Mstep: Class 53 contains 942 members 
Mstep: Class 54 contains 407 members 
Mstep: Class 55 contains 295 members 
Mstep: Class 57 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188392.000000 Penalty: 35244.031250
Iteration 121Q: 57 clusters Score -5.818839e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19569 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 37139 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 131415 members 
Mstep: Class 8 contains 95112 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 17368 members 
Mstep: Class 13 contains 72916 members 
Mstep: Class 14 contains 97634 members 
Mstep: Class 15 contains 6048 members 
Mstep: Class 16 contains 112178 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 131169 members 
Mstep: Class 25 contains 131296 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 25641 members 
Mstep: Class 31 contains 400 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 749 members 
Mstep: Class 34 contains 341 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 360 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 1998 members 
Mstep: Class 39 contains 53987 members 
Mstep: Class 40 contains 533 members 
Mstep: Class 41 contains 321 members 
Mstep: Class 42 contains 9006 members 
Mstep: Class 43 contains 377 members 
Mstep: Class 44 contains 2914 members 
Mstep: Class 45 contains 955 members 
Mstep: Class 46 contains 325 members 
Mstep: Class 47 contains 457 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 639 members 
Mstep: Class 50 contains 1702 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 761 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 405 members 
Mstep: Class 55 contains 296 members 
Mstep: Class 57 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188992.000000 Penalty: 35244.031250
Iteration 122Q: 57 clusters Score -5.818899e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 3953 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 37112 members 
Mstep: Class 6 contains 12232 members 
Mstep: Class 7 contains 131399 members 
Mstep: Class 8 contains 95556 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 249 members 
Mstep: Class 12 contains 17205 members 
Mstep: Class 13 contains 72920 members 
Mstep: Class 14 contains 97711 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112102 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 8066 members 
Mstep: Class 24 contains 131090 members 
Mstep: Class 25 contains 130722 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 26341 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 1986 members 
Mstep: Class 39 contains 53941 members 
Mstep: Class 40 contains 530 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 9022 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 2917 members 
Mstep: Class 45 contains 940 members 
Mstep: Class 46 contains 323 members 
Mstep: Class 47 contains 461 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 628 members 
Mstep: Class 50 contains 1701 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 775 members 
Mstep: Class 53 contains 898 members 
Mstep: Class 54 contains 404 members 
Mstep: Class 55 contains 298 members 
Mstep: Class 57 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189440.000000 Penalty: 35244.031250
Iteration 123Q: 57 clusters Score -5.818944e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18836 members 
Mstep: Class 3 contains 3915 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 37087 members 
Mstep: Class 6 contains 12189 members 
Mstep: Class 7 contains 131390 members 
Mstep: Class 8 contains 95959 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 252 members 
Mstep: Class 12 contains 17041 members 
Mstep: Class 13 contains 72926 members 
Mstep: Class 14 contains 97767 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112102 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 130970 members 
Mstep: Class 25 contains 130128 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 27012 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 339 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 364 members 
Mstep: Class 37 contains 413 members 
Mstep: Class 38 contains 1966 members 
Mstep: Class 39 contains 53903 members 
Mstep: Class 40 contains 526 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 9026 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 2918 members 
Mstep: Class 45 contains 928 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 375 members 
Mstep: Class 49 contains 624 members 
Mstep: Class 50 contains 1697 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 783 members 
Mstep: Class 53 contains 881 members 
Mstep: Class 54 contains 403 members 
Mstep: Class 55 contains 304 members 
Mstep: Class 57 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189596.000000 Penalty: 35244.031250
Iteration 124Q: 57 clusters Score -5.81896e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18556 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 12175 members 
Mstep: Class 7 contains 131389 members 
Mstep: Class 8 contains 96298 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 72928 members 
Mstep: Class 14 contains 97848 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 112097 members 
Mstep: Class 17 contains 10617 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 8072 members 
Mstep: Class 24 contains 130864 members 
Mstep: Class 25 contains 129532 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 433 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 27687 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 1941 members 
Mstep: Class 39 contains 53811 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 9028 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 2921 members 
Mstep: Class 45 contains 923 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 466 members 
Mstep: Class 48 contains 375 members 
Mstep: Class 49 contains 618 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 788 members 
Mstep: Class 53 contains 872 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 308 members 
Mstep: Class 57 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189464.000000 Penalty: 35244.031250
Iteration 125Q: 57 clusters Score -5.818946e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18288 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 37041 members 
Mstep: Class 6 contains 12152 members 
Mstep: Class 7 contains 131416 members 
Mstep: Class 8 contains 96616 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 97936 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112058 members 
Mstep: Class 17 contains 10843 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 8069 members 
Mstep: Class 24 contains 130797 members 
Mstep: Class 25 contains 128915 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 28368 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 434 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 1907 members 
Mstep: Class 39 contains 53735 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 9005 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 2925 members 
Mstep: Class 45 contains 920 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 468 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 613 members 
Mstep: Class 50 contains 1686 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 793 members 
Mstep: Class 53 contains 867 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 307 members 
Mstep: Class 57 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189516.000000 Penalty: 35244.031250
Iteration 126Q: 57 clusters Score -5.818952e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18029 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 37022 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 131420 members 
Mstep: Class 8 contains 96892 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 829 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 16498 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 98042 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112038 members 
Mstep: Class 17 contains 11084 members 
Mstep: Class 18 contains 1940 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 8077 members 
Mstep: Class 24 contains 130742 members 
Mstep: Class 25 contains 128278 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 29028 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 436 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 428 members 
Mstep: Class 38 contains 1879 members 
Mstep: Class 39 contains 53670 members 
Mstep: Class 40 contains 526 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 8970 members 
Mstep: Class 43 contains 386 members 
Mstep: Class 44 contains 2927 members 
Mstep: Class 45 contains 918 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 470 members 
Mstep: Class 48 contains 375 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 1678 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 798 members 
Mstep: Class 53 contains 865 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 306 members 
Mstep: Class 57 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189584.000000 Penalty: 35244.031250
Iteration 127Q: 57 clusters Score -5.818958e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17801 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 36993 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 131430 members 
Mstep: Class 8 contains 97127 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 16294 members 
Mstep: Class 13 contains 72935 members 
Mstep: Class 14 contains 98176 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112074 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 8085 members 
Mstep: Class 24 contains 130680 members 
Mstep: Class 25 contains 127633 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 29694 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 434 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 433 members 
Mstep: Class 38 contains 1850 members 
Mstep: Class 39 contains 53582 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 8950 members 
Mstep: Class 43 contains 386 members 
Mstep: Class 44 contains 2933 members 
Mstep: Class 45 contains 914 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 472 members 
Mstep: Class 48 contains 375 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 176 members 
Mstep: Class 52 contains 803 members 
Mstep: Class 53 contains 864 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 307 members 
Mstep: Class 57 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189596.000000 Penalty: 35244.031250
Iteration 128Q: 57 clusters Score -5.81896e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 17568 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 36969 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 131465 members 
Mstep: Class 8 contains 97354 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 258 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 98322 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 112124 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 8094 members 
Mstep: Class 24 contains 130625 members 
Mstep: Class 25 contains 126993 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 30354 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 53511 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 8931 members 
Mstep: Class 43 contains 386 members 
Mstep: Class 44 contains 2937 members 
Mstep: Class 45 contains 911 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 475 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 1676 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 806 members 
Mstep: Class 53 contains 863 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 306 members 
Mstep: Class 57 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189516.000000 Penalty: 35244.031250
Iteration 129Q: 57 clusters Score -5.818952e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17341 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 36948 members 
Mstep: Class 6 contains 12044 members 
Mstep: Class 7 contains 131503 members 
Mstep: Class 8 contains 97530 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 258 members 
Mstep: Class 12 contains 15787 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 98464 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 112199 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 130579 members 
Mstep: Class 25 contains 126336 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 30979 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1801 members 
Mstep: Class 39 contains 53477 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8905 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 2943 members 
Mstep: Class 45 contains 909 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 481 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 611 members 
Mstep: Class 50 contains 1678 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 810 members 
Mstep: Class 53 contains 862 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 304 members 
Mstep: Class 57 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189360.000000 Penalty: 35244.031250
Iteration 130Q: 57 clusters Score -5.818936e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17124 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 3753 members 
Mstep: Class 5 contains 36933 members 
Mstep: Class 6 contains 12011 members 
Mstep: Class 7 contains 131542 members 
Mstep: Class 8 contains 97704 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 15537 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 98599 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 112264 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 294 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 130533 members 
Mstep: Class 25 contains 125663 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 31617 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1770 members 
Mstep: Class 39 contains 53446 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8884 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 908 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 481 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 610 members 
Mstep: Class 50 contains 1675 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 812 members 
Mstep: Class 53 contains 861 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 304 members 
Mstep: Class 57 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189200.000000 Penalty: 35244.031250
Iteration 131Q: 57 clusters Score -5.81892e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16881 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 36898 members 
Mstep: Class 6 contains 11981 members 
Mstep: Class 7 contains 131590 members 
Mstep: Class 8 contains 97906 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 15303 members 
Mstep: Class 13 contains 72935 members 
Mstep: Class 14 contains 98761 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 112325 members 
Mstep: Class 17 contains 12250 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 294 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 130468 members 
Mstep: Class 25 contains 124988 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 32261 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 446 members 
Mstep: Class 38 contains 1744 members 
Mstep: Class 39 contains 53382 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 8862 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2947 members 
Mstep: Class 45 contains 907 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 482 members 
Mstep: Class 48 contains 378 members 
Mstep: Class 49 contains 609 members 
Mstep: Class 50 contains 1673 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189304.000000 Penalty: 35244.031250
Iteration 132Q: 57 clusters Score -5.81893e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 16628 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 3825 members 
Mstep: Class 5 contains 36863 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 131664 members 
Mstep: Class 8 contains 98101 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 72935 members 
Mstep: Class 14 contains 98967 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 112367 members 
Mstep: Class 17 contains 12479 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 294 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 130423 members 
Mstep: Class 25 contains 124303 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 32917 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 315 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 1714 members 
Mstep: Class 39 contains 53285 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 321 members 
Mstep: Class 42 contains 8853 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2948 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 378 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1672 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 305 members 
Mstep: Class 57 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189396.000000 Penalty: 35244.031250
Iteration 133Q: 57 clusters Score -5.81894e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16403 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 36808 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 131725 members 
Mstep: Class 8 contains 98288 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 13 contains 72935 members 
Mstep: Class 14 contains 99209 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112401 members 
Mstep: Class 17 contains 12707 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8121 members 
Mstep: Class 24 contains 130367 members 
Mstep: Class 25 contains 123654 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 33568 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 316 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1691 members 
Mstep: Class 39 contains 53130 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8823 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2950 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1668 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189360.000000 Penalty: 35244.031250
Iteration 134Q: 57 clusters Score -5.818936e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16188 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 36757 members 
Mstep: Class 6 contains 11910 members 
Mstep: Class 7 contains 131766 members 
Mstep: Class 8 contains 98425 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 14622 members 
Mstep: Class 13 contains 72935 members 
Mstep: Class 14 contains 99468 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112451 members 
Mstep: Class 17 contains 12942 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8132 members 
Mstep: Class 24 contains 130294 members 
Mstep: Class 25 contains 123016 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 34204 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1676 members 
Mstep: Class 39 contains 52974 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8804 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2952 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1662 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189444.000000 Penalty: 35244.031250
Iteration 135Q: 57 clusters Score -5.818944e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15981 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 36700 members 
Mstep: Class 6 contains 11909 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 98543 members 
Mstep: Class 9 contains 14423 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 99706 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112500 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8149 members 
Mstep: Class 24 contains 130238 members 
Mstep: Class 25 contains 122359 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 34854 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1660 members 
Mstep: Class 39 contains 52850 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8786 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2953 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1661 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189528.000000 Penalty: 35244.031250
Iteration 136Q: 57 clusters Score -5.818953e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 3934 members 
Mstep: Class 5 contains 36650 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 131865 members 
Mstep: Class 8 contains 98614 members 
Mstep: Class 9 contains 14425 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 99982 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 112564 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 130220 members 
Mstep: Class 25 contains 121719 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 428 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 35486 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1644 members 
Mstep: Class 39 contains 52751 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8765 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2955 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1660 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189508.000000 Penalty: 35244.031250
Iteration 137Q: 57 clusters Score -5.818951e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 36606 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 131915 members 
Mstep: Class 8 contains 98674 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 100281 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 112591 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 130187 members 
Mstep: Class 25 contains 121088 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 427 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 36170 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1635 members 
Mstep: Class 39 contains 52626 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8735 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2958 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1660 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189688.000000 Penalty: 35244.031250
Iteration 138Q: 57 clusters Score -5.818969e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 36580 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 131960 members 
Mstep: Class 8 contains 98669 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 100612 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 112604 members 
Mstep: Class 17 contains 13737 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 130162 members 
Mstep: Class 25 contains 120488 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 36826 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 52530 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8711 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2960 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1659 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189848.000000 Penalty: 35244.031250
Iteration 139Q: 57 clusters Score -5.818985e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 36543 members 
Mstep: Class 6 contains 11886 members 
Mstep: Class 7 contains 132019 members 
Mstep: Class 8 contains 98640 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 13415 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 100964 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 112617 members 
Mstep: Class 17 contains 13892 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8157 members 
Mstep: Class 24 contains 130162 members 
Mstep: Class 25 contains 119915 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 37459 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 454 members 
Mstep: Class 38 contains 1615 members 
Mstep: Class 39 contains 52437 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8680 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2962 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1656 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189740.000000 Penalty: 35244.031250
Iteration 140F: 57 clusters Score -5.818974e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 36507 members 
Mstep: Class 6 contains 11877 members 
Mstep: Class 7 contains 132067 members 
Mstep: Class 8 contains 98636 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 13140 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 101339 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 112615 members 
Mstep: Class 17 contains 14080 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8166 members 
Mstep: Class 24 contains 130159 members 
Mstep: Class 25 contains 119333 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 38114 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 394 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1607 members 
Mstep: Class 39 contains 52261 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8653 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2963 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1651 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189792.000000 Penalty: 35244.031250
Iteration 141Q: 57 clusters Score -5.818979e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 36460 members 
Mstep: Class 6 contains 11884 members 
Mstep: Class 7 contains 132085 members 
Mstep: Class 8 contains 98616 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 101651 members 
Mstep: Class 15 contains 6048 members 
Mstep: Class 16 contains 112627 members 
Mstep: Class 17 contains 14260 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8162 members 
Mstep: Class 24 contains 130158 members 
Mstep: Class 25 contains 118843 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 38689 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1594 members 
Mstep: Class 39 contains 52174 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 8614 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 2965 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 377 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1649 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189996.000000 Penalty: 35244.031250
Iteration 142Q: 57 clusters Score -5.819e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14676 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 36416 members 
Mstep: Class 6 contains 11894 members 
Mstep: Class 7 contains 132132 members 
Mstep: Class 8 contains 98595 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 12652 members 
Mstep: Class 13 contains 72938 members 
Mstep: Class 14 contains 101970 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112648 members 
Mstep: Class 17 contains 14433 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8153 members 
Mstep: Class 24 contains 130146 members 
Mstep: Class 25 contains 118323 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 39265 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 398 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1579 members 
Mstep: Class 39 contains 52100 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8568 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 2966 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1647 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190280.000000 Penalty: 35244.031250
Iteration 143Q: 57 clusters Score -5.819028e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 36392 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 132176 members 
Mstep: Class 8 contains 98574 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 12429 members 
Mstep: Class 13 contains 72940 members 
Mstep: Class 14 contains 102281 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 112644 members 
Mstep: Class 17 contains 14599 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 8153 members 
Mstep: Class 24 contains 130140 members 
Mstep: Class 25 contains 117773 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 39851 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 52008 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 8534 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 2967 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1645 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190284.000000 Penalty: 35244.031250
Iteration 144Q: 57 clusters Score -5.819028e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 36355 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 132207 members 
Mstep: Class 8 contains 98593 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 72942 members 
Mstep: Class 14 contains 102609 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 112598 members 
Mstep: Class 17 contains 14762 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 8160 members 
Mstep: Class 24 contains 130140 members 
Mstep: Class 25 contains 117230 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 40486 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1554 members 
Mstep: Class 39 contains 51872 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8491 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1642 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190276.000000 Penalty: 35244.031250
Iteration 145Q: 57 clusters Score -5.819028e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14194 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 36305 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 132316 members 
Mstep: Class 8 contains 98561 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 72943 members 
Mstep: Class 14 contains 102945 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 112583 members 
Mstep: Class 17 contains 14891 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8156 members 
Mstep: Class 24 contains 130115 members 
Mstep: Class 25 contains 116729 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 41057 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1531 members 
Mstep: Class 39 contains 51777 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8449 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1638 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190288.000000 Penalty: 35244.031250
Iteration 146Q: 57 clusters Score -5.819029e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 36248 members 
Mstep: Class 6 contains 11891 members 
Mstep: Class 7 contains 132427 members 
Mstep: Class 8 contains 98508 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 103321 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112568 members 
Mstep: Class 17 contains 15041 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 130061 members 
Mstep: Class 25 contains 116227 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 41622 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1514 members 
Mstep: Class 39 contains 51648 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8406 members 
Mstep: Class 43 contains 388 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1631 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190496.000000 Penalty: 35244.031250
Iteration 147Q: 57 clusters Score -5.81905e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 36188 members 
Mstep: Class 6 contains 11885 members 
Mstep: Class 7 contains 132579 members 
Mstep: Class 8 contains 98482 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 103667 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112561 members 
Mstep: Class 17 contains 15197 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8149 members 
Mstep: Class 24 contains 129966 members 
Mstep: Class 25 contains 115700 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 42165 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 415 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 51517 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8375 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1624 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190600.000000 Penalty: 35244.031250
Iteration 148Q: 57 clusters Score -5.81906e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 36134 members 
Mstep: Class 6 contains 11885 members 
Mstep: Class 7 contains 132663 members 
Mstep: Class 8 contains 98460 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11458 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 103976 members 
Mstep: Class 15 contains 6047 members 
Mstep: Class 16 contains 112538 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8150 members 
Mstep: Class 24 contains 129907 members 
Mstep: Class 25 contains 115176 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 42734 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 432 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 417 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 51423 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8335 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1618 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190688.000000 Penalty: 35244.031250
Iteration 149Q: 57 clusters Score -5.819069e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13608 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 5 contains 36078 members 
Mstep: Class 6 contains 11894 members 
Mstep: Class 7 contains 132713 members 
Mstep: Class 8 contains 98438 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11330 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 104337 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 112483 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 129858 members 
Mstep: Class 25 contains 114660 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 43345 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1462 members 
Mstep: Class 39 contains 51261 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8284 members 
Mstep: Class 43 contains 393 members 
Mstep: Class 44 contains 2968 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1613 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190796.000000 Penalty: 35244.031250
Iteration 150Q: 57 clusters Score -5.81908e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 36025 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 132745 members 
Mstep: Class 8 contains 98385 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11229 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 104694 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 112401 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8165 members 
Mstep: Class 24 contains 129827 members 
Mstep: Class 25 contains 114195 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 43932 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 419 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1443 members 
Mstep: Class 39 contains 51149 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8227 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 2973 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1610 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190932.000000 Penalty: 35244.031250
Iteration 151Q: 57 clusters Score -5.819093e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 35962 members 
Mstep: Class 6 contains 11890 members 
Mstep: Class 7 contains 132763 members 
Mstep: Class 8 contains 98365 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 105081 members 
Mstep: Class 15 contains 6048 members 
Mstep: Class 16 contains 112331 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 129754 members 
Mstep: Class 25 contains 113717 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 44553 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1420 members 
Mstep: Class 39 contains 50992 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8174 members 
Mstep: Class 43 contains 393 members 
Mstep: Class 44 contains 2979 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1604 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190980.000000 Penalty: 35244.031250
Iteration 152Q: 57 clusters Score -5.819098e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13177 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 35901 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 132797 members 
Mstep: Class 8 contains 98310 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 11042 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 105485 members 
Mstep: Class 15 contains 6048 members 
Mstep: Class 16 contains 112254 members 
Mstep: Class 17 contains 15773 members 
Mstep: Class 18 contains 1892 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 129681 members 
Mstep: Class 25 contains 113250 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 45133 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 50833 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8126 members 
Mstep: Class 43 contains 393 members 
Mstep: Class 44 contains 2983 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1601 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190920.000000 Penalty: 35244.031250
Iteration 153Q: 57 clusters Score -5.819092e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13053 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 98218 members 
Mstep: Class 9 contains 14487 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 105908 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 112196 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8226 members 
Mstep: Class 24 contains 129593 members 
Mstep: Class 25 contains 112811 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 45688 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 50684 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8073 members 
Mstep: Class 43 contains 395 members 
Mstep: Class 44 contains 2985 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1600 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190992.000000 Penalty: 35244.031250
Iteration 154Q: 57 clusters Score -5.819099e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 35814 members 
Mstep: Class 6 contains 11887 members 
Mstep: Class 7 contains 132801 members 
Mstep: Class 8 contains 98089 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 72948 members 
Mstep: Class 14 contains 106326 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 112122 members 
Mstep: Class 17 contains 15970 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 129519 members 
Mstep: Class 25 contains 112402 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46239 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 50566 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 8023 members 
Mstep: Class 43 contains 397 members 
Mstep: Class 44 contains 2989 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1599 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 57 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191020.000000 Penalty: 35244.031250
Iteration 155Q: 57 clusters Score -5.819102e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12836 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 35782 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 132808 members 
Mstep: Class 8 contains 97968 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10849 members 
Mstep: Class 13 contains 72948 members 
Mstep: Class 14 contains 106780 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 112100 members 
Mstep: Class 17 contains 16041 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8249 members 
Mstep: Class 24 contains 129461 members 
Mstep: Class 25 contains 111941 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46768 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 50380 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 397 members 
Mstep: Class 44 contains 2994 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1598 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190856.000000 Penalty: 35244.031250
Iteration 156Q: 57 clusters Score -5.819086e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12726 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 35761 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132825 members 
Mstep: Class 8 contains 97857 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10801 members 
Mstep: Class 13 contains 72948 members 
Mstep: Class 14 contains 107196 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 112038 members 
Mstep: Class 17 contains 16123 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 129407 members 
Mstep: Class 25 contains 111527 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47249 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1261 members 
Mstep: Class 39 contains 50233 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7922 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 2996 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1597 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 855 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190952.000000 Penalty: 35244.031250
Iteration 157Q: 57 clusters Score -5.819095e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12620 members 
Mstep: Class 3 contains 3633 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 11873 members 
Mstep: Class 7 contains 132832 members 
Mstep: Class 8 contains 97787 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10748 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107595 members 
Mstep: Class 15 contains 6057 members 
Mstep: Class 16 contains 112026 members 
Mstep: Class 17 contains 16217 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8271 members 
Mstep: Class 24 contains 129348 members 
Mstep: Class 25 contains 111075 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47730 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 50063 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7864 members 
Mstep: Class 43 contains 406 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190920.000000 Penalty: 35244.031250
Iteration 158Q: 57 clusters Score -5.819092e+07 nChanged 2029
Entering ConstructFrom: 
Score: -58190920.000000 Penalty: 35244.031250
Entering ConstructFrom: 
Trying to split cluster 1 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12096.132812 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12096.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11808.511719 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11808.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11944.973633 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11944.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11990.475586 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11990.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12020.357422 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -12020.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12040.536133 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12040.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12043.525391 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12043.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12043.525391 Penalty: 499.116516
	Iteration 6F: 3 clusters Score -12043.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -766375.062500 Penalty: 429.292603
	Iteration 0F: 2 clusters Score -766375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -758054.875000 Penalty: 858.585205
	Iteration 0F: 3 clusters Score -758054.9 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -761342.125000 Penalty: 858.585205
	Iteration 1F: 3 clusters Score -761342.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -761498.937500 Penalty: 858.585205
	Iteration 2Q: 3 clusters Score -761498.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -761727.812500 Penalty: 858.585205
	Iteration 3Q: 3 clusters Score -761727.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -762150.562500 Penalty: 858.585205
	Iteration 4F: 3 clusters Score -762150.6 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -762855.750000 Penalty: 858.585205
	Iteration 5F: 3 clusters Score -762855.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -763837.687500 Penalty: 858.585205
	Iteration 6F: 3 clusters Score -763837.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -764873.375000 Penalty: 858.585205
	Iteration 7F: 3 clusters Score -764873.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -765558.500000 Penalty: 858.585205
	Iteration 8F: 3 clusters Score -765558.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -765836.375000 Penalty: 858.585205
	Iteration 9Q: 3 clusters Score -765836.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -765922.875000 Penalty: 858.585205
	Iteration 10Q: 3 clusters Score -765922.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -765963.437500 Penalty: 858.585205
	Iteration 11Q: 3 clusters Score -765963.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -765979.687500 Penalty: 858.585205
	Iteration 12Q: 3 clusters Score -765979.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -765989.687500 Penalty: 858.585205
	Iteration 13Q: 3 clusters Score -765989.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -765992.125000 Penalty: 858.585205
	Iteration 14Q: 3 clusters Score -765992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -765998.437500 Penalty: 858.585205
	Iteration 15Q: 3 clusters Score -765998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -765998.437500 Penalty: 858.585205
	Iteration 16F: 3 clusters Score -765998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -188416.328125 Penalty: 372.975494
	Iteration 0F: 2 clusters Score -188416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -185949.125000 Penalty: 745.950989
	Iteration 0F: 3 clusters Score -185949.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -186975.343750 Penalty: 745.950989
	Iteration 1F: 3 clusters Score -186975.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -187206.406250 Penalty: 745.950989
	Iteration 2F: 3 clusters Score -187206.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -187431.984375 Penalty: 745.950989
	Iteration 3F: 3 clusters Score -187432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -187625.484375 Penalty: 745.950989
	Iteration 4F: 3 clusters Score -187625.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -187810.265625 Penalty: 745.950989
	Iteration 5F: 3 clusters Score -187810.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -187984.234375 Penalty: 745.950989
	Iteration 6Q: 3 clusters Score -187984.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -188162.875000 Penalty: 745.950989
	Iteration 7Q: 3 clusters Score -188162.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -188260.765625 Penalty: 745.950989
	Iteration 8Q: 3 clusters Score -188260.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -188340.656250 Penalty: 745.950989
	Iteration 9Q: 3 clusters Score -188340.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -188377.906250 Penalty: 745.950989
	Iteration 10Q: 3 clusters Score -188377.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -188398.468750 Penalty: 745.950989
	Iteration 11Q: 3 clusters Score -188398.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -188412.593750 Penalty: 745.950989
	Iteration 12Q: 3 clusters Score -188412.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -188421.140625 Penalty: 745.950989
	Iteration 13Q: 3 clusters Score -188421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -188425.343750 Penalty: 745.950989
	Iteration 14Q: 3 clusters Score -188425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -188431.875000 Penalty: 745.950989
	Iteration 15Q: 3 clusters Score -188431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -188434.484375 Penalty: 745.950989
	Iteration 16Q: 3 clusters Score -188434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -188438.421875 Penalty: 745.950989
	Iteration 17Q: 3 clusters Score -188438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -188439.546875 Penalty: 745.950989
	Iteration 18Q: 3 clusters Score -188439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -188440.171875 Penalty: 745.950989
	Iteration 19Q: 3 clusters Score -188440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -188440.625000 Penalty: 745.950989
	Iteration 20F: 3 clusters Score -188440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -188441.109375 Penalty: 745.950989
	Iteration 21Q: 3 clusters Score -188441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -188441.109375 Penalty: 745.950989
	Iteration 22F: 3 clusters Score -188441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 3289 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
Score: -58190720.000000 Penalty: 35873.386719
Splitting cluster 3 changes total score from -58190920.000000 to -58190720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -278023.000000 Penalty: 383.201141
	Iteration 0F: 2 clusters Score -278023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -274927.312500 Penalty: 766.402283
	Iteration 0F: 3 clusters Score -274927.3 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -276010.843750 Penalty: 766.402283
	Iteration 1F: 3 clusters Score -276010.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -276101.937500 Penalty: 766.402283
	Iteration 2F: 3 clusters Score -276101.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -276170.718750 Penalty: 766.402283
	Iteration 3Q: 3 clusters Score -276170.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -276244.000000 Penalty: 766.402283
	Iteration 4Q: 3 clusters Score -276244 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -276317.000000 Penalty: 766.402283
	Iteration 5Q: 3 clusters Score -276317 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -276425.718750 Penalty: 766.402283
	Iteration 6Q: 3 clusters Score -276425.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -276571.812500 Penalty: 766.402283
	Iteration 7F: 3 clusters Score -276571.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -276751.812500 Penalty: 766.402283
	Iteration 8F: 3 clusters Score -276751.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -276960.625000 Penalty: 766.402283
	Iteration 9F: 3 clusters Score -276960.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -277172.625000 Penalty: 766.402283
	Iteration 10F: 3 clusters Score -277172.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -277371.312500 Penalty: 766.402283
	Iteration 11Q: 3 clusters Score -277371.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -277494.187500 Penalty: 766.402283
	Iteration 12Q: 3 clusters Score -277494.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -277573.656250 Penalty: 766.402283
	Iteration 13Q: 3 clusters Score -277573.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -277612.906250 Penalty: 766.402283
	Iteration 14Q: 3 clusters Score -277612.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -277633.625000 Penalty: 766.402283
	Iteration 15Q: 3 clusters Score -277633.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -277643.437500 Penalty: 766.402283
	Iteration 16Q: 3 clusters Score -277643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -277654.156250 Penalty: 766.402283
	Iteration 17Q: 3 clusters Score -277654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -277661.031250 Penalty: 766.402283
	Iteration 18Q: 3 clusters Score -277661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -277665.281250 Penalty: 766.402283
	Iteration 19Q: 3 clusters Score -277665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -277668.937500 Penalty: 766.402283
	Iteration 20F: 3 clusters Score -277668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -277673.281250 Penalty: 766.402283
	Iteration 21Q: 3 clusters Score -277673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -277679.937500 Penalty: 766.402283
	Iteration 22Q: 3 clusters Score -277679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -277683.343750 Penalty: 766.402283
	Iteration 23Q: 3 clusters Score -277683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -277685.218750 Penalty: 766.402283
	Iteration 24Q: 3 clusters Score -277685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -277685.687500 Penalty: 766.402283
	Iteration 25Q: 3 clusters Score -277685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -277685.687500 Penalty: 766.402283
	Iteration 26F: 3 clusters Score -277685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Entering Unmasked Estep 
Score: -2145203.250000 Penalty: 476.990082
	Iteration 0F: 2 clusters Score -2145203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2121238.750000 Penalty: 953.980164
	Iteration 0F: 3 clusters Score -2121239 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2132287.500000 Penalty: 953.980164
	Iteration 1F: 3 clusters Score -2132288 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2133364.250000 Penalty: 953.980164
	Iteration 2F: 3 clusters Score -2133364 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2135094.750000 Penalty: 953.980164
	Iteration 3F: 3 clusters Score -2135095 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2137382.750000 Penalty: 953.980164
	Iteration 4F: 3 clusters Score -2137383 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2139573.000000 Penalty: 953.980164
	Iteration 5F: 3 clusters Score -2139573 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2140772.750000 Penalty: 953.980164
	Iteration 6F: 3 clusters Score -2140773 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2141268.250000 Penalty: 953.980164
	Iteration 7Q: 3 clusters Score -2141268 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2141573.000000 Penalty: 953.980164
	Iteration 8Q: 3 clusters Score -2141573 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2141827.250000 Penalty: 953.980164
	Iteration 9Q: 3 clusters Score -2141827 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2142053.000000 Penalty: 953.980164
	Iteration 10Q: 3 clusters Score -2142053 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2142276.750000 Penalty: 953.980164
	Iteration 11Q: 3 clusters Score -2142277 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2142459.000000 Penalty: 953.980164
	Iteration 12Q: 3 clusters Score -2142459 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2142634.500000 Penalty: 953.980164
	Iteration 13Q: 3 clusters Score -2142634 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2142792.500000 Penalty: 953.980164
	Iteration 14Q: 3 clusters Score -2142792 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2142953.250000 Penalty: 953.980164
	Iteration 15Q: 3 clusters Score -2142953 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2143085.250000 Penalty: 953.980164
	Iteration 16Q: 3 clusters Score -2143085 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2143201.750000 Penalty: 953.980164
	Iteration 17Q: 3 clusters Score -2143202 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2143295.250000 Penalty: 953.980164
	Iteration 18Q: 3 clusters Score -2143295 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2143388.750000 Penalty: 953.980164
	Iteration 19Q: 3 clusters Score -2143389 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2143460.000000 Penalty: 953.980164
	Iteration 20F: 3 clusters Score -2143460 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2143528.250000 Penalty: 953.980164
	Iteration 21Q: 3 clusters Score -2143528 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2143587.000000 Penalty: 953.980164
	Iteration 22Q: 3 clusters Score -2143587 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2143662.750000 Penalty: 953.980164
	Iteration 23Q: 3 clusters Score -2143663 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2143715.500000 Penalty: 953.980164
	Iteration 24Q: 3 clusters Score -2143716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2143780.500000 Penalty: 953.980164
	Iteration 25Q: 3 clusters Score -2143780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2143843.250000 Penalty: 953.980164
	Iteration 26Q: 3 clusters Score -2143843 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2143896.500000 Penalty: 953.980164
	Iteration 27Q: 3 clusters Score -2143896 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2143974.500000 Penalty: 953.980164
	Iteration 28Q: 3 clusters Score -2143974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2144027.750000 Penalty: 953.980164
	Iteration 29Q: 3 clusters Score -2144028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2144086.500000 Penalty: 953.980164
	Iteration 30Q: 3 clusters Score -2144086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2144125.500000 Penalty: 953.980164
	Iteration 31Q: 3 clusters Score -2144126 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2144167.750000 Penalty: 953.980164
	Iteration 32Q: 3 clusters Score -2144168 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2144199.250000 Penalty: 953.980164
	Iteration 33Q: 3 clusters Score -2144199 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2144254.000000 Penalty: 953.980164
	Iteration 34Q: 3 clusters Score -2144254 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2144303.250000 Penalty: 953.980164
	Iteration 35Q: 3 clusters Score -2144303 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2144352.000000 Penalty: 953.980164
	Iteration 36Q: 3 clusters Score -2144352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2144400.250000 Penalty: 953.980164
	Iteration 37Q: 3 clusters Score -2144400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2144444.250000 Penalty: 953.980164
	Iteration 38Q: 3 clusters Score -2144444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2144475.250000 Penalty: 953.980164
	Iteration 39Q: 3 clusters Score -2144475 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2144508.500000 Penalty: 953.980164
	Iteration 40F: 3 clusters Score -2144508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2144531.250000 Penalty: 953.980164
	Iteration 41Q: 3 clusters Score -2144531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2144557.000000 Penalty: 953.980164
	Iteration 42Q: 3 clusters Score -2144557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2144571.250000 Penalty: 953.980164
	Iteration 43Q: 3 clusters Score -2144571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2144593.750000 Penalty: 953.980164
	Iteration 44Q: 3 clusters Score -2144594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2144621.250000 Penalty: 953.980164
	Iteration 45Q: 3 clusters Score -2144621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2144632.250000 Penalty: 953.980164
	Iteration 46Q: 3 clusters Score -2144632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2144652.250000 Penalty: 953.980164
	Iteration 47Q: 3 clusters Score -2144652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2144674.750000 Penalty: 953.980164
	Iteration 48Q: 3 clusters Score -2144675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2144695.000000 Penalty: 953.980164
	Iteration 49Q: 3 clusters Score -2144695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2144712.000000 Penalty: 953.980164
	Iteration 50Q: 3 clusters Score -2144712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2144726.500000 Penalty: 953.980164
	Iteration 51Q: 3 clusters Score -2144726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2144743.500000 Penalty: 953.980164
	Iteration 52Q: 3 clusters Score -2144744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2144747.250000 Penalty: 953.980164
	Iteration 53Q: 3 clusters Score -2144747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2144757.500000 Penalty: 953.980164
	Iteration 54Q: 3 clusters Score -2144758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2144771.750000 Penalty: 953.980164
	Iteration 55Q: 3 clusters Score -2144772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2144778.750000 Penalty: 953.980164
	Iteration 56Q: 3 clusters Score -2144779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2144789.000000 Penalty: 953.980164
	Iteration 57Q: 3 clusters Score -2144789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2144799.250000 Penalty: 953.980164
	Iteration 58Q: 3 clusters Score -2144799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2144809.750000 Penalty: 953.980164
	Iteration 59Q: 3 clusters Score -2144810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2144817.250000 Penalty: 953.980164
	Iteration 60F: 3 clusters Score -2144817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2144820.000000 Penalty: 953.980164
	Iteration 61Q: 3 clusters Score -2144820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2144825.750000 Penalty: 953.980164
	Iteration 62Q: 3 clusters Score -2144826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2144829.250000 Penalty: 953.980164
	Iteration 63Q: 3 clusters Score -2144829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2144836.250000 Penalty: 953.980164
	Iteration 64Q: 3 clusters Score -2144836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2144840.250000 Penalty: 953.980164
	Iteration 65Q: 3 clusters Score -2144840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2144843.000000 Penalty: 953.980164
	Iteration 66Q: 3 clusters Score -2144843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2144845.750000 Penalty: 953.980164
	Iteration 67Q: 3 clusters Score -2144846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2144851.000000 Penalty: 953.980164
	Iteration 68Q: 3 clusters Score -2144851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2144857.500000 Penalty: 953.980164
	Iteration 69Q: 3 clusters Score -2144858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2144856.750000 Penalty: 953.980164
	Iteration 70Q: 3 clusters Score -2144857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2144858.500000 Penalty: 953.980164
	Iteration 71Q: 3 clusters Score -2144858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2144859.250000 Penalty: 953.980164
	Iteration 72Q: 3 clusters Score -2144859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2144862.500000 Penalty: 953.980164
	Iteration 73Q: 3 clusters Score -2144862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2144866.500000 Penalty: 953.980164
	Iteration 74Q: 3 clusters Score -2144866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2144867.250000 Penalty: 953.980164
	Iteration 75Q: 3 clusters Score -2144867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2144868.500000 Penalty: 953.980164
	Iteration 76Q: 3 clusters Score -2144868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2144873.000000 Penalty: 953.980164
	Iteration 77Q: 3 clusters Score -2144873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2144870.750000 Penalty: 953.980164
	Iteration 78Q: 3 clusters Score -2144871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2144872.000000 Penalty: 953.980164
	Iteration 79Q: 3 clusters Score -2144872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2144872.000000 Penalty: 953.980164
	Iteration 80F: 3 clusters Score -2144872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2144871.250000 Penalty: 953.980164
	Iteration 81Q: 3 clusters Score -2144871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2144872.250000 Penalty: 953.980164
	Iteration 82Q: 3 clusters Score -2144872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2144874.750000 Penalty: 953.980164
	Iteration 83Q: 3 clusters Score -2144875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2144875.500000 Penalty: 953.980164
	Iteration 84Q: 3 clusters Score -2144876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2144875.750000 Penalty: 953.980164
	Iteration 85Q: 3 clusters Score -2144876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2144876.750000 Penalty: 953.980164
	Iteration 86Q: 3 clusters Score -2144877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2144876.000000 Penalty: 953.980164
	Iteration 87Q: 3 clusters Score -2144876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2144876.750000 Penalty: 953.980164
	Iteration 88Q: 3 clusters Score -2144877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2144876.750000 Penalty: 953.980164
	Iteration 89Q: 3 clusters Score -2144877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2144876.750000 Penalty: 953.980164
	Iteration 90F: 3 clusters Score -2144877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -712442.750000 Penalty: 426.885864
	Iteration 0F: 2 clusters Score -712442.8 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 5993 members 
Entering Unmasked Estep 
Score: -704525.937500 Penalty: 853.771729
	Iteration 0F: 3 clusters Score -704525.9 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -707727.187500 Penalty: 853.771729
	Iteration 1F: 3 clusters Score -707727.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -708015.937500 Penalty: 853.771729
	Iteration 2F: 3 clusters Score -708015.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -708450.187500 Penalty: 853.771729
	Iteration 3F: 3 clusters Score -708450.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -709127.312500 Penalty: 853.771729
	Iteration 4F: 3 clusters Score -709127.3 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -710071.875000 Penalty: 853.771729
	Iteration 5F: 3 clusters Score -710071.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -710904.250000 Penalty: 853.771729
	Iteration 6F: 3 clusters Score -710904.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -711527.562500 Penalty: 853.771729
	Iteration 7F: 3 clusters Score -711527.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -711855.062500 Penalty: 853.771729
	Iteration 8Q: 3 clusters Score -711855.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -711973.187500 Penalty: 853.771729
	Iteration 9Q: 3 clusters Score -711973.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -712033.687500 Penalty: 853.771729
	Iteration 10Q: 3 clusters Score -712033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -712064.500000 Penalty: 853.771729
	Iteration 11Q: 3 clusters Score -712064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -712071.750000 Penalty: 853.771729
	Iteration 12Q: 3 clusters Score -712071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -712073.625000 Penalty: 853.771729
	Iteration 13Q: 3 clusters Score -712073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -712073.937500 Penalty: 853.771729
	Iteration 14Q: 3 clusters Score -712073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -712073.937500 Penalty: 853.771729
	Iteration 15F: 3 clusters Score -712073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132811 members 
Entering Unmasked Estep 
Score: -7797078.500000 Penalty: 536.749023
	Iteration 0F: 2 clusters Score -7797078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -7708496.000000 Penalty: 1073.498047
	Iteration 0F: 3 clusters Score -7708496 nChanged 65390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -7753156.500000 Penalty: 1073.498047
	Iteration 1F: 3 clusters Score -7753156 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -7759203.500000 Penalty: 1073.498047
	Iteration 2F: 3 clusters Score -7759204 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -7767122.000000 Penalty: 1073.498047
	Iteration 3F: 3 clusters Score -7767122 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -7774081.000000 Penalty: 1073.498047
	Iteration 4F: 3 clusters Score -7774081 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -7777595.000000 Penalty: 1073.498047
	Iteration 5F: 3 clusters Score -7777595 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7778841.500000 Penalty: 1073.498047
	Iteration 6Q: 3 clusters Score -7778842 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -7779609.500000 Penalty: 1073.498047
	Iteration 7Q: 3 clusters Score -7779610 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -7780344.500000 Penalty: 1073.498047
	Iteration 8Q: 3 clusters Score -7780344 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7781055.500000 Penalty: 1073.498047
	Iteration 9Q: 3 clusters Score -7781056 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7781853.500000 Penalty: 1073.498047
	Iteration 10Q: 3 clusters Score -7781854 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -7782577.500000 Penalty: 1073.498047
	Iteration 11Q: 3 clusters Score -7782578 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -7783114.500000 Penalty: 1073.498047
	Iteration 12Q: 3 clusters Score -7783114 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7783652.000000 Penalty: 1073.498047
	Iteration 13Q: 3 clusters Score -7783652 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7784133.500000 Penalty: 1073.498047
	Iteration 14Q: 3 clusters Score -7784134 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -7784545.500000 Penalty: 1073.498047
	Iteration 15Q: 3 clusters Score -7784546 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7784899.000000 Penalty: 1073.498047
	Iteration 16Q: 3 clusters Score -7784899 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7785130.000000 Penalty: 1073.498047
	Iteration 17Q: 3 clusters Score -7785130 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -7785286.000000 Penalty: 1073.498047
	Iteration 18Q: 3 clusters Score -7785286 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -7785517.500000 Penalty: 1073.498047
	Iteration 19Q: 3 clusters Score -7785518 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7785643.000000 Penalty: 1073.498047
	Iteration 20F: 3 clusters Score -7785643 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7785793.500000 Penalty: 1073.498047
	Iteration 21Q: 3 clusters Score -7785794 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -7785935.000000 Penalty: 1073.498047
	Iteration 22Q: 3 clusters Score -7785935 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -7786025.500000 Penalty: 1073.498047
	Iteration 23Q: 3 clusters Score -7786026 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7786176.000000 Penalty: 1073.498047
	Iteration 24Q: 3 clusters Score -7786176 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -7786271.000000 Penalty: 1073.498047
	Iteration 25Q: 3 clusters Score -7786271 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -7786363.000000 Penalty: 1073.498047
	Iteration 26Q: 3 clusters Score -7786363 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -7786456.500000 Penalty: 1073.498047
	Iteration 27Q: 3 clusters Score -7786456 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -7786532.500000 Penalty: 1073.498047
	Iteration 28Q: 3 clusters Score -7786532 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7786572.000000 Penalty: 1073.498047
	Iteration 29Q: 3 clusters Score -7786572 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7786702 nChanged 303
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Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7786727 nChanged 318
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Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7786838 nChanged 70
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Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7786826 nChanged 65
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Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7786830 nChanged 33
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Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7786824 nChanged 16
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7786830 nChanged 17
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Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7786828 nChanged 19
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Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7786826 nChanged 10
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 81809 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7786832 nChanged 10
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7786838 nChanged 12
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Mstep: Class 2 contains 50980 members 
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	Iteration 71Q: 3 clusters Score -7786833 nChanged 12
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Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7786829 nChanged 19
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7786826 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81902 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7786819 nChanged 17
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7786822 nChanged 15
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	Iteration 77Q: 3 clusters Score -7786819 nChanged 16
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7786812 nChanged 21
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	Iteration 79Q: 3 clusters Score -7786819 nChanged 14
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	Iteration 80F: 3 clusters Score -7786812 nChanged 11
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	Iteration 81Q: 3 clusters Score -7786811 nChanged 5
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7786815 nChanged 6
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	Iteration 83Q: 3 clusters Score -7786814 nChanged 3
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	Iteration 84Q: 3 clusters Score -7786814 nChanged 1
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	Iteration 85Q: 3 clusters Score -7786816 nChanged 1
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	Iteration 86Q: 3 clusters Score -7786818 nChanged 2
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	Iteration 87Q: 3 clusters Score -7786814 nChanged 5
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	Iteration 88Q: 3 clusters Score -7786820 nChanged 5
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	Iteration 89Q: 3 clusters Score -7786820 nChanged 3
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7786826 nChanged 5
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Mstep: Class 1 contains 82024 members 
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	Iteration 91Q: 3 clusters Score -7786826 nChanged 8
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Mstep: Class 1 contains 82032 members 
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	Iteration 92Q: 3 clusters Score -7786827 nChanged 9
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7786821 nChanged 7
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	Iteration 94Q: 3 clusters Score -7786824 nChanged 10
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	Iteration 95Q: 3 clusters Score -7786816 nChanged 9
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	Iteration 96Q: 3 clusters Score -7786818 nChanged 4
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	Iteration 97Q: 3 clusters Score -7786816 nChanged 7
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	Iteration 98Q: 3 clusters Score -7786812 nChanged 8
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	Iteration 99Q: 3 clusters Score -7786812 nChanged 13
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	Iteration 100F: 3 clusters Score -7786820 nChanged 10
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7786813 nChanged 11
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	Iteration 102Q: 3 clusters Score -7786816 nChanged 9
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	Iteration 103Q: 3 clusters Score -7786815 nChanged 11
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	Iteration 104Q: 3 clusters Score -7786814 nChanged 13
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7786818 nChanged 11
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	Iteration 106Q: 3 clusters Score -7786814 nChanged 12
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	Iteration 107Q: 3 clusters Score -7786818 nChanged 16
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	Iteration 108Q: 3 clusters Score -7786811 nChanged 18
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	Iteration 109Q: 3 clusters Score -7786819 nChanged 13
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	Iteration 110Q: 3 clusters Score -7786818 nChanged 5
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7786820 nChanged 6
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	Iteration 112Q: 3 clusters Score -7786822 nChanged 10
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	Iteration 113Q: 3 clusters Score -7786824 nChanged 11
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7786826 nChanged 13
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	Iteration 115Q: 3 clusters Score -7786825 nChanged 12
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	Iteration 116Q: 3 clusters Score -7786832 nChanged 17
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	Iteration 117Q: 3 clusters Score -7786830 nChanged 25
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	Iteration 118Q: 3 clusters Score -7786827 nChanged 22
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	Iteration 119Q: 3 clusters Score -7786834 nChanged 34
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7786839 nChanged 27
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	Iteration 121Q: 3 clusters Score -7786846 nChanged 29
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7786843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -7786846.500000 Penalty: 1073.498047
	Iteration 123Q: 3 clusters Score -7786846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7786849.000000 Penalty: 1073.498047
	Iteration 124Q: 3 clusters Score -7786849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -7786844.000000 Penalty: 1073.498047
	Iteration 125Q: 3 clusters Score -7786844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -7786838.000000 Penalty: 1073.498047
	Iteration 126Q: 3 clusters Score -7786838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -7786843.500000 Penalty: 1073.498047
	Iteration 127Q: 3 clusters Score -7786844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -7786840.000000 Penalty: 1073.498047
	Iteration 128Q: 3 clusters Score -7786840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -7786840.500000 Penalty: 1073.498047
	Iteration 129Q: 3 clusters Score -7786840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -7786841.000000 Penalty: 1073.498047
	Iteration 130Q: 3 clusters Score -7786841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -7786841.500000 Penalty: 1073.498047
	Iteration 131Q: 3 clusters Score -7786842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -7786850.000000 Penalty: 1073.498047
	Iteration 132Q: 3 clusters Score -7786850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7786830.000000 Penalty: 1073.498047
	Iteration 133Q: 3 clusters Score -7786830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -7786821.500000 Penalty: 1073.498047
	Iteration 134Q: 3 clusters Score -7786822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -7786831.000000 Penalty: 1073.498047
	Iteration 135Q: 3 clusters Score -7786831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -7786836.500000 Penalty: 1073.498047
	Iteration 136Q: 3 clusters Score -7786836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -7786839.000000 Penalty: 1073.498047
	Iteration 137Q: 3 clusters Score -7786839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -7786835.500000 Penalty: 1073.498047
	Iteration 138Q: 3 clusters Score -7786836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -7786840.000000 Penalty: 1073.498047
	Iteration 139Q: 3 clusters Score -7786840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -7786840.500000 Penalty: 1073.498047
	Iteration 140F: 3 clusters Score -7786840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -7786847.000000 Penalty: 1073.498047
	Iteration 141Q: 3 clusters Score -7786847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -7786843.000000 Penalty: 1073.498047
	Iteration 142Q: 3 clusters Score -7786843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -7786849.500000 Penalty: 1073.498047
	Iteration 143Q: 3 clusters Score -7786850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -7786851.000000 Penalty: 1073.498047
	Iteration 144Q: 3 clusters Score -7786851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -7786848.000000 Penalty: 1073.498047
	Iteration 145Q: 3 clusters Score -7786848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7786844.500000 Penalty: 1073.498047
	Iteration 146Q: 3 clusters Score -7786844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -7786839.500000 Penalty: 1073.498047
	Iteration 147Q: 3 clusters Score -7786840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -7786840.500000 Penalty: 1073.498047
	Iteration 148Q: 3 clusters Score -7786840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -7786835.000000 Penalty: 1073.498047
	Iteration 149Q: 3 clusters Score -7786835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -7786841.000000 Penalty: 1073.498047
	Iteration 150Q: 3 clusters Score -7786841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -7786840.000000 Penalty: 1073.498047
	Iteration 151Q: 3 clusters Score -7786840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -7786840.000000 Penalty: 1073.498047
	Iteration 152Q: 3 clusters Score -7786840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -7786836.000000 Penalty: 1073.498047
	Iteration 153Q: 3 clusters Score -7786836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -7786836.000000 Penalty: 1073.498047
	Iteration 154F: 3 clusters Score -7786836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Entering Unmasked Estep 
Score: -5907700.000000 Penalty: 522.785461
	Iteration 0F: 2 clusters Score -5907700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -5841745.000000 Penalty: 1045.570923
	Iteration 0F: 3 clusters Score -5841745 nChanged 47592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -5873301.500000 Penalty: 1045.570923
	Iteration 1F: 3 clusters Score -5873302 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -5877908.000000 Penalty: 1045.570923
	Iteration 2F: 3 clusters Score -5877908 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -5885504.500000 Penalty: 1045.570923
	Iteration 3F: 3 clusters Score -5885504 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -5894833.000000 Penalty: 1045.570923
	Iteration 4F: 3 clusters Score -5894833 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -5902442.500000 Penalty: 1045.570923
	Iteration 5F: 3 clusters Score -5902442 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -5905977.500000 Penalty: 1045.570923
	Iteration 6Q: 3 clusters Score -5905978 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -5906959.500000 Penalty: 1045.570923
	Iteration 7Q: 3 clusters Score -5906960 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -5907187.000000 Penalty: 1045.570923
	Iteration 8Q: 3 clusters Score -5907187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -5907251.500000 Penalty: 1045.570923
	Iteration 9Q: 3 clusters Score -5907252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -5907273.000000 Penalty: 1045.570923
	Iteration 10Q: 3 clusters Score -5907273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -5907283.000000 Penalty: 1045.570923
	Iteration 11Q: 3 clusters Score -5907283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -5907295.000000 Penalty: 1045.570923
	Iteration 12Q: 3 clusters Score -5907295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -5907303.000000 Penalty: 1045.570923
	Iteration 13Q: 3 clusters Score -5907303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -5907303.500000 Penalty: 1045.570923
	Iteration 14Q: 3 clusters Score -5907304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -5907314.500000 Penalty: 1045.570923
	Iteration 15Q: 3 clusters Score -5907314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -5907319.000000 Penalty: 1045.570923
	Iteration 16Q: 3 clusters Score -5907319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -5907317.000000 Penalty: 1045.570923
	Iteration 17Q: 3 clusters Score -5907317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -5907317.000000 Penalty: 1045.570923
	Iteration 18F: 3 clusters Score -5907317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Entering Unmasked Estep 
Score: -880944.125000 Penalty: 435.989197
	Iteration 0F: 2 clusters Score -880944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -871303.312500 Penalty: 871.978394
	Iteration 0F: 3 clusters Score -871303.3 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -875624.812500 Penalty: 871.978394
	Iteration 1F: 3 clusters Score -875624.8 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -876310.437500 Penalty: 871.978394
	Iteration 2F: 3 clusters Score -876310.4 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -877194.375000 Penalty: 871.978394
	Iteration 3F: 3 clusters Score -877194.4 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -878156.500000 Penalty: 871.978394
	Iteration 4F: 3 clusters Score -878156.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -878988.000000 Penalty: 871.978394
	Iteration 5F: 3 clusters Score -878988 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -879599.000000 Penalty: 871.978394
	Iteration 6Q: 3 clusters Score -879599 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -879903.937500 Penalty: 871.978394
	Iteration 7Q: 3 clusters Score -879903.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -880063.812500 Penalty: 871.978394
	Iteration 8Q: 3 clusters Score -880063.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -880216.312500 Penalty: 871.978394
	Iteration 9Q: 3 clusters Score -880216.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -880359.625000 Penalty: 871.978394
	Iteration 10Q: 3 clusters Score -880359.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -880484.937500 Penalty: 871.978394
	Iteration 11Q: 3 clusters Score -880484.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -880593.062500 Penalty: 871.978394
	Iteration 12Q: 3 clusters Score -880593.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -880675.500000 Penalty: 871.978394
	Iteration 13Q: 3 clusters Score -880675.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -880728.125000 Penalty: 871.978394
	Iteration 14Q: 3 clusters Score -880728.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -880759.562500 Penalty: 871.978394
	Iteration 15Q: 3 clusters Score -880759.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -880774.437500 Penalty: 871.978394
	Iteration 16Q: 3 clusters Score -880774.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -880787.312500 Penalty: 871.978394
	Iteration 17Q: 3 clusters Score -880787.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -880794.562500 Penalty: 871.978394
	Iteration 18Q: 3 clusters Score -880794.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -880804.437500 Penalty: 871.978394
	Iteration 19Q: 3 clusters Score -880804.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -880812.062500 Penalty: 871.978394
	Iteration 20F: 3 clusters Score -880812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -880819.812500 Penalty: 871.978394
	Iteration 21Q: 3 clusters Score -880819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -880824.187500 Penalty: 871.978394
	Iteration 22Q: 3 clusters Score -880824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -880827.437500 Penalty: 871.978394
	Iteration 23Q: 3 clusters Score -880827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -880830.625000 Penalty: 871.978394
	Iteration 24Q: 3 clusters Score -880830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -880832.562500 Penalty: 871.978394
	Iteration 25Q: 3 clusters Score -880832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -880835.562500 Penalty: 871.978394
	Iteration 26Q: 3 clusters Score -880835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -880836.500000 Penalty: 871.978394
	Iteration 27Q: 3 clusters Score -880836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -880838.312500 Penalty: 871.978394
	Iteration 28Q: 3 clusters Score -880838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -880842.000000 Penalty: 871.978394
	Iteration 29Q: 3 clusters Score -880842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -880841.875000 Penalty: 871.978394
	Iteration 30Q: 3 clusters Score -880841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -880842.437500 Penalty: 871.978394
	Iteration 31Q: 3 clusters Score -880842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -880842.500000 Penalty: 871.978394
	Iteration 32Q: 3 clusters Score -880842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -880842.500000 Penalty: 871.978394
	Iteration 33F: 3 clusters Score -880842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -51863.230469 Penalty: 305.824860
	Iteration 0F: 2 clusters Score -51863.23 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 437 members 
Entering Unmasked Estep 
Score: -51155.636719 Penalty: 611.649719
	Iteration 0F: 3 clusters Score -51155.64 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51347.308594 Penalty: 611.649719
	Iteration 1F: 3 clusters Score -51347.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51413.132812 Penalty: 611.649719
	Iteration 2F: 3 clusters Score -51413.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51460.191406 Penalty: 611.649719
	Iteration 3F: 3 clusters Score -51460.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -51508.894531 Penalty: 611.649719
	Iteration 4F: 3 clusters Score -51508.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -51559.214844 Penalty: 611.649719
	Iteration 5F: 3 clusters Score -51559.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -51622.125000 Penalty: 611.649719
	Iteration 6Q: 3 clusters Score -51622.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -51701.257812 Penalty: 611.649719
	Iteration 7F: 3 clusters Score -51701.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -51770.445312 Penalty: 611.649719
	Iteration 8F: 3 clusters Score -51770.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -51814.726562 Penalty: 611.649719
	Iteration 9Q: 3 clusters Score -51814.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -51836.574219 Penalty: 611.649719
	Iteration 10Q: 3 clusters Score -51836.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -51858.761719 Penalty: 611.649719
	Iteration 11Q: 3 clusters Score -51858.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -51883.171875 Penalty: 611.649719
	Iteration 12Q: 3 clusters Score -51883.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -51902.554688 Penalty: 611.649719
	Iteration 13Q: 3 clusters Score -51902.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -51915.035156 Penalty: 611.649719
	Iteration 14Q: 3 clusters Score -51915.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -51924.839844 Penalty: 611.649719
	Iteration 15Q: 3 clusters Score -51924.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -51929.398438 Penalty: 611.649719
	Iteration 16Q: 3 clusters Score -51929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -51932.132812 Penalty: 611.649719
	Iteration 17Q: 3 clusters Score -51932.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51934.804688 Penalty: 611.649719
	Iteration 18Q: 3 clusters Score -51934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -51935.699219 Penalty: 611.649719
	Iteration 19Q: 3 clusters Score -51935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -51936.488281 Penalty: 611.649719
	Iteration 20F: 3 clusters Score -51936.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -51936.839844 Penalty: 611.649719
	Iteration 21Q: 3 clusters Score -51936.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -51938.851562 Penalty: 611.649719
	Iteration 22Q: 3 clusters Score -51938.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -51938.851562 Penalty: 611.649719
	Iteration 23F: 3 clusters Score -51938.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 590 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
Score: -58190632.000000 Penalty: 35873.386719
Splitting cluster 10 changes total score from -58190920.000000 to -58190632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -7956.820312 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -7956.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7641.611328 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -7641.611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7804.224121 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -7804.224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7873.814941 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -7873.815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7894.861816 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -7894.862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7902.892090 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -7902.892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7909.677246 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -7909.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7911.613281 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -7911.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7912.797852 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -7912.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7914.050293 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -7914.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7916.388184 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -7916.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7917.737305 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -7917.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7917.737305 Penalty: 506.371338
	Iteration 11F: 3 clusters Score -7917.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -644384.312500 Penalty: 422.174469
	Iteration 0F: 2 clusters Score -644384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -637238.687500 Penalty: 844.348938
	Iteration 0F: 3 clusters Score -637238.7 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -640284.500000 Penalty: 844.348938
	Iteration 1F: 3 clusters Score -640284.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -640740.437500 Penalty: 844.348938
	Iteration 2F: 3 clusters Score -640740.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -641255.500000 Penalty: 844.348938
	Iteration 3F: 3 clusters Score -641255.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -641879.000000 Penalty: 844.348938
	Iteration 4F: 3 clusters Score -641879 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -642567.062500 Penalty: 844.348938
	Iteration 5F: 3 clusters Score -642567.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -643169.125000 Penalty: 844.348938
	Iteration 6F: 3 clusters Score -643169.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -643490.250000 Penalty: 844.348938
	Iteration 7Q: 3 clusters Score -643490.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -643606.812500 Penalty: 844.348938
	Iteration 8Q: 3 clusters Score -643606.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -643660.312500 Penalty: 844.348938
	Iteration 9Q: 3 clusters Score -643660.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -643698.562500 Penalty: 844.348938
	Iteration 10Q: 3 clusters Score -643698.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -643730.812500 Penalty: 844.348938
	Iteration 11Q: 3 clusters Score -643730.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -643757.875000 Penalty: 844.348938
	Iteration 12Q: 3 clusters Score -643757.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -643783.125000 Penalty: 844.348938
	Iteration 13Q: 3 clusters Score -643783.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -643801.500000 Penalty: 844.348938
	Iteration 14Q: 3 clusters Score -643801.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -643815.437500 Penalty: 844.348938
	Iteration 15Q: 3 clusters Score -643815.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -643827.562500 Penalty: 844.348938
	Iteration 16Q: 3 clusters Score -643827.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -643837.062500 Penalty: 844.348938
	Iteration 17Q: 3 clusters Score -643837.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -643845.875000 Penalty: 844.348938
	Iteration 18Q: 3 clusters Score -643845.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -643856.812500 Penalty: 844.348938
	Iteration 19Q: 3 clusters Score -643856.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -643869.687500 Penalty: 844.348938
	Iteration 20F: 3 clusters Score -643869.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -643881.812500 Penalty: 844.348938
	Iteration 21Q: 3 clusters Score -643881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -643895.000000 Penalty: 844.348938
	Iteration 22Q: 3 clusters Score -643895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -643910.000000 Penalty: 844.348938
	Iteration 23Q: 3 clusters Score -643910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -643929.062500 Penalty: 844.348938
	Iteration 24Q: 3 clusters Score -643929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -643941.562500 Penalty: 844.348938
	Iteration 25Q: 3 clusters Score -643941.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -643954.625000 Penalty: 844.348938
	Iteration 26Q: 3 clusters Score -643954.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -643972.875000 Penalty: 844.348938
	Iteration 27Q: 3 clusters Score -643972.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -643986.687500 Penalty: 844.348938
	Iteration 28Q: 3 clusters Score -643986.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -643997.125000 Penalty: 844.348938
	Iteration 29Q: 3 clusters Score -643997.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -644007.875000 Penalty: 844.348938
	Iteration 30Q: 3 clusters Score -644007.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -644014.062500 Penalty: 844.348938
	Iteration 31Q: 3 clusters Score -644014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -644017.500000 Penalty: 844.348938
	Iteration 32Q: 3 clusters Score -644017.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -644021.437500 Penalty: 844.348938
	Iteration 33Q: 3 clusters Score -644021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -644024.375000 Penalty: 844.348938
	Iteration 34Q: 3 clusters Score -644024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -644028.687500 Penalty: 844.348938
	Iteration 35Q: 3 clusters Score -644028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -644034.875000 Penalty: 844.348938
	Iteration 36Q: 3 clusters Score -644034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -644042.625000 Penalty: 844.348938
	Iteration 37Q: 3 clusters Score -644042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -644045.812500 Penalty: 844.348938
	Iteration 38Q: 3 clusters Score -644045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -644049.812500 Penalty: 844.348938
	Iteration 39Q: 3 clusters Score -644049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -644053.000000 Penalty: 844.348938
	Iteration 40F: 3 clusters Score -644053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -644053.937500 Penalty: 844.348938
	Iteration 41Q: 3 clusters Score -644053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -644054.875000 Penalty: 844.348938
	Iteration 42Q: 3 clusters Score -644054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -644054.625000 Penalty: 844.348938
	Iteration 43Q: 3 clusters Score -644054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -644055.687500 Penalty: 844.348938
	Iteration 44Q: 3 clusters Score -644055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -644055.687500 Penalty: 844.348938
	Iteration 45F: 3 clusters Score -644055.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Entering Unmasked Estep 
Score: -4377187.000000 Penalty: 509.485748
	Iteration 0F: 2 clusters Score -4377187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4328028.000000 Penalty: 1018.971497
	Iteration 0F: 3 clusters Score -4328028 nChanged 35674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4349949.500000 Penalty: 1018.971497
	Iteration 1F: 3 clusters Score -4349950 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4350714.500000 Penalty: 1018.971497
	Iteration 2Q: 3 clusters Score -4350714 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4351581.500000 Penalty: 1018.971497
	Iteration 3Q: 3 clusters Score -4351582 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4352548.500000 Penalty: 1018.971497
	Iteration 4Q: 3 clusters Score -4352548 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4353557.500000 Penalty: 1018.971497
	Iteration 5Q: 3 clusters Score -4353558 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4354373.000000 Penalty: 1018.971497
	Iteration 6Q: 3 clusters Score -4354373 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4355058.500000 Penalty: 1018.971497
	Iteration 7Q: 3 clusters Score -4355058 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4355612.500000 Penalty: 1018.971497
	Iteration 8Q: 3 clusters Score -4355612 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4356108.000000 Penalty: 1018.971497
	Iteration 9Q: 3 clusters Score -4356108 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4356541.000000 Penalty: 1018.971497
	Iteration 10Q: 3 clusters Score -4356541 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4356991.500000 Penalty: 1018.971497
	Iteration 11Q: 3 clusters Score -4356992 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4357535.500000 Penalty: 1018.971497
	Iteration 12Q: 3 clusters Score -4357536 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4358285.000000 Penalty: 1018.971497
	Iteration 13Q: 3 clusters Score -4358285 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4359354.500000 Penalty: 1018.971497
	Iteration 14Q: 3 clusters Score -4359354 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4361070.000000 Penalty: 1018.971497
	Iteration 15Q: 3 clusters Score -4361070 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4363491.000000 Penalty: 1018.971497
	Iteration 16F: 3 clusters Score -4363491 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4366718.000000 Penalty: 1018.971497
	Iteration 17F: 3 clusters Score -4366718 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -4370125.500000 Penalty: 1018.971497
	Iteration 18F: 3 clusters Score -4370126 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4373082.000000 Penalty: 1018.971497
	Iteration 19F: 3 clusters Score -4373082 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4375010.500000 Penalty: 1018.971497
	Iteration 20F: 3 clusters Score -4375010 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4375991.500000 Penalty: 1018.971497
	Iteration 21Q: 3 clusters Score -4375992 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4376407.000000 Penalty: 1018.971497
	Iteration 22Q: 3 clusters Score -4376407 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4376568.500000 Penalty: 1018.971497
	Iteration 23Q: 3 clusters Score -4376568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4376650.500000 Penalty: 1018.971497
	Iteration 24Q: 3 clusters Score -4376650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4376684.500000 Penalty: 1018.971497
	Iteration 25Q: 3 clusters Score -4376684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4376700.000000 Penalty: 1018.971497
	Iteration 26Q: 3 clusters Score -4376700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4376712.500000 Penalty: 1018.971497
	Iteration 27Q: 3 clusters Score -4376712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4376720.500000 Penalty: 1018.971497
	Iteration 28Q: 3 clusters Score -4376720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4376723.500000 Penalty: 1018.971497
	Iteration 29Q: 3 clusters Score -4376724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4376729.500000 Penalty: 1018.971497
	Iteration 30Q: 3 clusters Score -4376730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4376731.500000 Penalty: 1018.971497
	Iteration 31Q: 3 clusters Score -4376732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4376731.500000 Penalty: 1018.971497
	Iteration 32F: 3 clusters Score -4376732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Entering Unmasked Estep 
Score: -6514109.000000 Penalty: 527.336914
	Iteration 0F: 2 clusters Score -6514109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6440937.500000 Penalty: 1054.673828
	Iteration 0F: 3 clusters Score -6440938 nChanged 52897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -6473386.500000 Penalty: 1054.673828
	Iteration 1F: 3 clusters Score -6473386 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -6475886.500000 Penalty: 1054.673828
	Iteration 2F: 3 clusters Score -6475886 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -6480781.000000 Penalty: 1054.673828
	Iteration 3F: 3 clusters Score -6480781 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -6489560.500000 Penalty: 1054.673828
	Iteration 4F: 3 clusters Score -6489560 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -6500841.000000 Penalty: 1054.673828
	Iteration 5F: 3 clusters Score -6500841 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -6509425.500000 Penalty: 1054.673828
	Iteration 6F: 3 clusters Score -6509426 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -6512673.500000 Penalty: 1054.673828
	Iteration 7Q: 3 clusters Score -6512674 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -6513374.500000 Penalty: 1054.673828
	Iteration 8Q: 3 clusters Score -6513374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -6513543.500000 Penalty: 1054.673828
	Iteration 9Q: 3 clusters Score -6513544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -6513584.500000 Penalty: 1054.673828
	Iteration 10Q: 3 clusters Score -6513584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -6513606.000000 Penalty: 1054.673828
	Iteration 11Q: 3 clusters Score -6513606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -6513612.500000 Penalty: 1054.673828
	Iteration 12Q: 3 clusters Score -6513612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -6513622.000000 Penalty: 1054.673828
	Iteration 13Q: 3 clusters Score -6513622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 107963 members 
Entering Unmasked Estep 
Score: -6513633.000000 Penalty: 1054.673828
	Iteration 14Q: 3 clusters Score -6513633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -6513634.500000 Penalty: 1054.673828
	Iteration 15Q: 3 clusters Score -6513634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -6513634.500000 Penalty: 1054.673828
	Iteration 16F: 3 clusters Score -6513634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -356565.468750 Penalty: 396.265656
	Iteration 0F: 2 clusters Score -356565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -352442.187500 Penalty: 792.531311
	Iteration 0F: 3 clusters Score -352442.2 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -353996.343750 Penalty: 792.531311
	Iteration 1F: 3 clusters Score -353996.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -354196.875000 Penalty: 792.531311
	Iteration 2F: 3 clusters Score -354196.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -354453.875000 Penalty: 792.531311
	Iteration 3F: 3 clusters Score -354453.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -354785.093750 Penalty: 792.531311
	Iteration 4F: 3 clusters Score -354785.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -355130.281250 Penalty: 792.531311
	Iteration 5F: 3 clusters Score -355130.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -355495.375000 Penalty: 792.531311
	Iteration 6F: 3 clusters Score -355495.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -355773.000000 Penalty: 792.531311
	Iteration 7F: 3 clusters Score -355773 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -355950.687500 Penalty: 792.531311
	Iteration 8Q: 3 clusters Score -355950.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -356051.968750 Penalty: 792.531311
	Iteration 9Q: 3 clusters Score -356052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -356108.187500 Penalty: 792.531311
	Iteration 10Q: 3 clusters Score -356108.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -356138.187500 Penalty: 792.531311
	Iteration 11Q: 3 clusters Score -356138.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -356165.843750 Penalty: 792.531311
	Iteration 12Q: 3 clusters Score -356165.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -356187.250000 Penalty: 792.531311
	Iteration 13Q: 3 clusters Score -356187.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -356206.343750 Penalty: 792.531311
	Iteration 14Q: 3 clusters Score -356206.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -356225.031250 Penalty: 792.531311
	Iteration 15Q: 3 clusters Score -356225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -356240.968750 Penalty: 792.531311
	Iteration 16Q: 3 clusters Score -356241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -356251.000000 Penalty: 792.531311
	Iteration 17Q: 3 clusters Score -356251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -356259.968750 Penalty: 792.531311
	Iteration 18Q: 3 clusters Score -356260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -356268.562500 Penalty: 792.531311
	Iteration 19Q: 3 clusters Score -356268.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -356276.968750 Penalty: 792.531311
	Iteration 20F: 3 clusters Score -356277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -356286.687500 Penalty: 792.531311
	Iteration 21Q: 3 clusters Score -356286.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -356292.906250 Penalty: 792.531311
	Iteration 22Q: 3 clusters Score -356292.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -356299.906250 Penalty: 792.531311
	Iteration 23Q: 3 clusters Score -356299.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -356304.937500 Penalty: 792.531311
	Iteration 24Q: 3 clusters Score -356304.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -356315.031250 Penalty: 792.531311
	Iteration 25Q: 3 clusters Score -356315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -356322.406250 Penalty: 792.531311
	Iteration 26Q: 3 clusters Score -356322.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -356330.562500 Penalty: 792.531311
	Iteration 27Q: 3 clusters Score -356330.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -356340.468750 Penalty: 792.531311
	Iteration 28Q: 3 clusters Score -356340.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -356358.406250 Penalty: 792.531311
	Iteration 29Q: 3 clusters Score -356358.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -356383.562500 Penalty: 792.531311
	Iteration 30Q: 3 clusters Score -356383.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -356405.781250 Penalty: 792.531311
	Iteration 31Q: 3 clusters Score -356405.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -356416.093750 Penalty: 792.531311
	Iteration 32Q: 3 clusters Score -356416.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -356423.312500 Penalty: 792.531311
	Iteration 33Q: 3 clusters Score -356423.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -356425.437500 Penalty: 792.531311
	Iteration 34Q: 3 clusters Score -356425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -356428.156250 Penalty: 792.531311
	Iteration 35Q: 3 clusters Score -356428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -356429.937500 Penalty: 792.531311
	Iteration 36Q: 3 clusters Score -356429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -356431.906250 Penalty: 792.531311
	Iteration 37Q: 3 clusters Score -356431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -356433.843750 Penalty: 792.531311
	Iteration 38Q: 3 clusters Score -356433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -356434.031250 Penalty: 792.531311
	Iteration 39Q: 3 clusters Score -356434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -356434.656250 Penalty: 792.531311
	Iteration 40F: 3 clusters Score -356434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -356435.593750 Penalty: 792.531311
	Iteration 41Q: 3 clusters Score -356435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -356437.343750 Penalty: 792.531311
	Iteration 42Q: 3 clusters Score -356437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -356439.906250 Penalty: 792.531311
	Iteration 43Q: 3 clusters Score -356439.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -356442.875000 Penalty: 792.531311
	Iteration 44Q: 3 clusters Score -356442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -356444.937500 Penalty: 792.531311
	Iteration 45Q: 3 clusters Score -356444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -356447.000000 Penalty: 792.531311
	Iteration 46Q: 3 clusters Score -356447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -356449.812500 Penalty: 792.531311
	Iteration 47Q: 3 clusters Score -356449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -356452.312500 Penalty: 792.531311
	Iteration 48Q: 3 clusters Score -356452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -356453.906250 Penalty: 792.531311
	Iteration 49Q: 3 clusters Score -356453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -356453.843750 Penalty: 792.531311
	Iteration 50Q: 3 clusters Score -356453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -356453.875000 Penalty: 792.531311
	Iteration 51Q: 3 clusters Score -356453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -356454.687500 Penalty: 792.531311
	Iteration 52Q: 3 clusters Score -356454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -356455.281250 Penalty: 792.531311
	Iteration 53Q: 3 clusters Score -356455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -356456.531250 Penalty: 792.531311
	Iteration 54Q: 3 clusters Score -356456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -356456.468750 Penalty: 792.531311
	Iteration 55Q: 3 clusters Score -356456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -356456.468750 Penalty: 792.531311
	Iteration 56F: 3 clusters Score -356456.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (111995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Entering Unmasked Estep 
Score: -6717915.000000 Penalty: 528.992493
	Iteration 0F: 2 clusters Score -6717915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -6643950.500000 Penalty: 1057.984985
	Iteration 0F: 3 clusters Score -6643950 nChanged 54873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -6680380.500000 Penalty: 1057.984985
	Iteration 1F: 3 clusters Score -6680380 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -6685375.000000 Penalty: 1057.984985
	Iteration 2F: 3 clusters Score -6685375 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -6692794.000000 Penalty: 1057.984985
	Iteration 3F: 3 clusters Score -6692794 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -6700480.500000 Penalty: 1057.984985
	Iteration 4F: 3 clusters Score -6700480 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -6705426.500000 Penalty: 1057.984985
	Iteration 5F: 3 clusters Score -6705426 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -6707402.500000 Penalty: 1057.984985
	Iteration 6Q: 3 clusters Score -6707402 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -6708343.500000 Penalty: 1057.984985
	Iteration 7Q: 3 clusters Score -6708344 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -6709003.500000 Penalty: 1057.984985
	Iteration 8Q: 3 clusters Score -6709004 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -6709572.000000 Penalty: 1057.984985
	Iteration 9Q: 3 clusters Score -6709572 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -6710047.500000 Penalty: 1057.984985
	Iteration 10Q: 3 clusters Score -6710048 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -6710563.500000 Penalty: 1057.984985
	Iteration 11Q: 3 clusters Score -6710564 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -6711127.000000 Penalty: 1057.984985
	Iteration 12Q: 3 clusters Score -6711127 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -6711642.500000 Penalty: 1057.984985
	Iteration 13Q: 3 clusters Score -6711642 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -6712072.000000 Penalty: 1057.984985
	Iteration 14Q: 3 clusters Score -6712072 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -6712541.500000 Penalty: 1057.984985
	Iteration 15Q: 3 clusters Score -6712542 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -6712989.500000 Penalty: 1057.984985
	Iteration 16Q: 3 clusters Score -6712990 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -6713449.500000 Penalty: 1057.984985
	Iteration 17Q: 3 clusters Score -6713450 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -6713865.500000 Penalty: 1057.984985
	Iteration 18Q: 3 clusters Score -6713866 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -6714278.000000 Penalty: 1057.984985
	Iteration 19Q: 3 clusters Score -6714278 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -6714738.500000 Penalty: 1057.984985
	Iteration 20F: 3 clusters Score -6714738 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -6715094.000000 Penalty: 1057.984985
	Iteration 21Q: 3 clusters Score -6715094 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -6715467.500000 Penalty: 1057.984985
	Iteration 22Q: 3 clusters Score -6715468 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -6715914.000000 Penalty: 1057.984985
	Iteration 23Q: 3 clusters Score -6715914 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -6716227.000000 Penalty: 1057.984985
	Iteration 24Q: 3 clusters Score -6716227 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -6716404.000000 Penalty: 1057.984985
	Iteration 25Q: 3 clusters Score -6716404 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -6716621.500000 Penalty: 1057.984985
	Iteration 26Q: 3 clusters Score -6716622 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -6716832.500000 Penalty: 1057.984985
	Iteration 27Q: 3 clusters Score -6716832 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -6716984.000000 Penalty: 1057.984985
	Iteration 28Q: 3 clusters Score -6716984 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -6717135.500000 Penalty: 1057.984985
	Iteration 29Q: 3 clusters Score -6717136 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -6717235.000000 Penalty: 1057.984985
	Iteration 30Q: 3 clusters Score -6717235 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -6717338.000000 Penalty: 1057.984985
	Iteration 31Q: 3 clusters Score -6717338 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 108701 members 
Entering Unmasked Estep 
Score: -6717420.500000 Penalty: 1057.984985
	Iteration 32Q: 3 clusters Score -6717420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -6717488.000000 Penalty: 1057.984985
	Iteration 33Q: 3 clusters Score -6717488 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -6717531.500000 Penalty: 1057.984985
	Iteration 34Q: 3 clusters Score -6717532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -6717591.000000 Penalty: 1057.984985
	Iteration 35Q: 3 clusters Score -6717591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -6717596.000000 Penalty: 1057.984985
	Iteration 36Q: 3 clusters Score -6717596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -6717623.500000 Penalty: 1057.984985
	Iteration 37Q: 3 clusters Score -6717624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -6717633.000000 Penalty: 1057.984985
	Iteration 38Q: 3 clusters Score -6717633 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -6717646.500000 Penalty: 1057.984985
	Iteration 39Q: 3 clusters Score -6717646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -6717654.500000 Penalty: 1057.984985
	Iteration 40F: 3 clusters Score -6717654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -6717673.500000 Penalty: 1057.984985
	Iteration 41Q: 3 clusters Score -6717674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -6717701.500000 Penalty: 1057.984985
	Iteration 42Q: 3 clusters Score -6717702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -6717705.500000 Penalty: 1057.984985
	Iteration 43Q: 3 clusters Score -6717706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -6717709.000000 Penalty: 1057.984985
	Iteration 44Q: 3 clusters Score -6717709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -6717716.500000 Penalty: 1057.984985
	Iteration 45Q: 3 clusters Score -6717716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -6717714.000000 Penalty: 1057.984985
	Iteration 46Q: 3 clusters Score -6717714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -6717723.500000 Penalty: 1057.984985
	Iteration 47Q: 3 clusters Score -6717724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -6717722.000000 Penalty: 1057.984985
	Iteration 48Q: 3 clusters Score -6717722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -6717735.500000 Penalty: 1057.984985
	Iteration 49Q: 3 clusters Score -6717736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -6717752.000000 Penalty: 1057.984985
	Iteration 50Q: 3 clusters Score -6717752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -6717762.000000 Penalty: 1057.984985
	Iteration 51Q: 3 clusters Score -6717762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -6717762.000000 Penalty: 1057.984985
	Iteration 52Q: 3 clusters Score -6717762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -6717770.500000 Penalty: 1057.984985
	Iteration 53Q: 3 clusters Score -6717770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -6717775.000000 Penalty: 1057.984985
	Iteration 54Q: 3 clusters Score -6717775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -6717783.000000 Penalty: 1057.984985
	Iteration 55Q: 3 clusters Score -6717783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -6717796.500000 Penalty: 1057.984985
	Iteration 56Q: 3 clusters Score -6717796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -6717802.000000 Penalty: 1057.984985
	Iteration 57Q: 3 clusters Score -6717802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -6717814.500000 Penalty: 1057.984985
	Iteration 58Q: 3 clusters Score -6717814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -6717816.000000 Penalty: 1057.984985
	Iteration 59Q: 3 clusters Score -6717816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -6717812.500000 Penalty: 1057.984985
	Iteration 60F: 3 clusters Score -6717812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -6717810.000000 Penalty: 1057.984985
	Iteration 61Q: 3 clusters Score -6717810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -6717812.000000 Penalty: 1057.984985
	Iteration 62Q: 3 clusters Score -6717812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -6717814.500000 Penalty: 1057.984985
	Iteration 63Q: 3 clusters Score -6717814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 110806 members 
Entering Unmasked Estep 
Score: -6717817.500000 Penalty: 1057.984985
	Iteration 64Q: 3 clusters Score -6717818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -6717819.500000 Penalty: 1057.984985
	Iteration 65Q: 3 clusters Score -6717820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -6717820.000000 Penalty: 1057.984985
	Iteration 66Q: 3 clusters Score -6717820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -6717819.500000 Penalty: 1057.984985
	Iteration 67Q: 3 clusters Score -6717820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -6717821.500000 Penalty: 1057.984985
	Iteration 68Q: 3 clusters Score -6717822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -6717816.000000 Penalty: 1057.984985
	Iteration 69Q: 3 clusters Score -6717816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -6717820.500000 Penalty: 1057.984985
	Iteration 70Q: 3 clusters Score -6717820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -6717818.500000 Penalty: 1057.984985
	Iteration 71Q: 3 clusters Score -6717818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -6717815.000000 Penalty: 1057.984985
	Iteration 72Q: 3 clusters Score -6717815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -6717816.000000 Penalty: 1057.984985
	Iteration 73Q: 3 clusters Score -6717816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -6717813.500000 Penalty: 1057.984985
	Iteration 74Q: 3 clusters Score -6717814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -6717810.000000 Penalty: 1057.984985
	Iteration 75Q: 3 clusters Score -6717810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -6717806.000000 Penalty: 1057.984985
	Iteration 76Q: 3 clusters Score -6717806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -6717807.000000 Penalty: 1057.984985
	Iteration 77Q: 3 clusters Score -6717807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -6717807.000000 Penalty: 1057.984985
	Iteration 78Q: 3 clusters Score -6717807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -6717809.000000 Penalty: 1057.984985
	Iteration 79Q: 3 clusters Score -6717809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -6717807.500000 Penalty: 1057.984985
	Iteration 80F: 3 clusters Score -6717808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -6717808.000000 Penalty: 1057.984985
	Iteration 81Q: 3 clusters Score -6717808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -6717812.000000 Penalty: 1057.984985
	Iteration 82Q: 3 clusters Score -6717812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -6717810.500000 Penalty: 1057.984985
	Iteration 83Q: 3 clusters Score -6717810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -6717809.500000 Penalty: 1057.984985
	Iteration 84Q: 3 clusters Score -6717810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -6717812.000000 Penalty: 1057.984985
	Iteration 85Q: 3 clusters Score -6717812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -6717812.000000 Penalty: 1057.984985
	Iteration 86F: 3 clusters Score -6717812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Entering Unmasked Estep 
Score: -978782.562500 Penalty: 441.256165
	Iteration 0F: 2 clusters Score -978782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -967860.062500 Penalty: 882.512329
	Iteration 0F: 3 clusters Score -967860.1 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -972894.875000 Penalty: 882.512329
	Iteration 1F: 3 clusters Score -972894.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -973580.500000 Penalty: 882.512329
	Iteration 2F: 3 clusters Score -973580.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -974422.125000 Penalty: 882.512329
	Iteration 3F: 3 clusters Score -974422.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -975337.937500 Penalty: 882.512329
	Iteration 4F: 3 clusters Score -975337.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -976009.500000 Penalty: 882.512329
	Iteration 5F: 3 clusters Score -976009.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -976301.562500 Penalty: 882.512329
	Iteration 6Q: 3 clusters Score -976301.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -976410.750000 Penalty: 882.512329
	Iteration 7Q: 3 clusters Score -976410.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -976496.437500 Penalty: 882.512329
	Iteration 8Q: 3 clusters Score -976496.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -976572.250000 Penalty: 882.512329
	Iteration 9Q: 3 clusters Score -976572.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -976650.312500 Penalty: 882.512329
	Iteration 10Q: 3 clusters Score -976650.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -976729.500000 Penalty: 882.512329
	Iteration 11Q: 3 clusters Score -976729.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -976811.125000 Penalty: 882.512329
	Iteration 12Q: 3 clusters Score -976811.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -976911.625000 Penalty: 882.512329
	Iteration 13Q: 3 clusters Score -976911.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -977045.250000 Penalty: 882.512329
	Iteration 14Q: 3 clusters Score -977045.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -977172.812500 Penalty: 882.512329
	Iteration 15Q: 3 clusters Score -977172.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -977272.812500 Penalty: 882.512329
	Iteration 16Q: 3 clusters Score -977272.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -977354.500000 Penalty: 882.512329
	Iteration 17Q: 3 clusters Score -977354.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -977426.562500 Penalty: 882.512329
	Iteration 18Q: 3 clusters Score -977426.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -977480.687500 Penalty: 882.512329
	Iteration 19Q: 3 clusters Score -977480.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -977523.687500 Penalty: 882.512329
	Iteration 20F: 3 clusters Score -977523.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -977556.625000 Penalty: 882.512329
	Iteration 21Q: 3 clusters Score -977556.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -977581.250000 Penalty: 882.512329
	Iteration 22Q: 3 clusters Score -977581.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -977601.437500 Penalty: 882.512329
	Iteration 23Q: 3 clusters Score -977601.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -977619.125000 Penalty: 882.512329
	Iteration 24Q: 3 clusters Score -977619.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -977629.562500 Penalty: 882.512329
	Iteration 25Q: 3 clusters Score -977629.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -977634.937500 Penalty: 882.512329
	Iteration 26Q: 3 clusters Score -977634.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -977640.062500 Penalty: 882.512329
	Iteration 27Q: 3 clusters Score -977640.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -977645.000000 Penalty: 882.512329
	Iteration 28Q: 3 clusters Score -977645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -977646.250000 Penalty: 882.512329
	Iteration 29Q: 3 clusters Score -977646.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -977648.062500 Penalty: 882.512329
	Iteration 30Q: 3 clusters Score -977648.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -977652.312500 Penalty: 882.512329
	Iteration 31Q: 3 clusters Score -977652.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -977655.000000 Penalty: 882.512329
	Iteration 32Q: 3 clusters Score -977655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -977657.937500 Penalty: 882.512329
	Iteration 33Q: 3 clusters Score -977657.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -977658.812500 Penalty: 882.512329
	Iteration 34Q: 3 clusters Score -977658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -977660.687500 Penalty: 882.512329
	Iteration 35Q: 3 clusters Score -977660.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -977662.062500 Penalty: 882.512329
	Iteration 36Q: 3 clusters Score -977662.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -977662.937500 Penalty: 882.512329
	Iteration 37Q: 3 clusters Score -977662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -977662.062500 Penalty: 882.512329
	Iteration 38Q: 3 clusters Score -977662.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -977660.937500 Penalty: 882.512329
	Iteration 39Q: 3 clusters Score -977660.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -977661.500000 Penalty: 882.512329
	Iteration 40F: 3 clusters Score -977661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -977662.937500 Penalty: 882.512329
	Iteration 41Q: 3 clusters Score -977662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -977664.937500 Penalty: 882.512329
	Iteration 42Q: 3 clusters Score -977664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -977666.625000 Penalty: 882.512329
	Iteration 43Q: 3 clusters Score -977666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -977663.375000 Penalty: 882.512329
	Iteration 44Q: 3 clusters Score -977663.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -977666.250000 Penalty: 882.512329
	Iteration 45Q: 3 clusters Score -977666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -977669.750000 Penalty: 882.512329
	Iteration 46Q: 3 clusters Score -977669.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -977670.750000 Penalty: 882.512329
	Iteration 47Q: 3 clusters Score -977670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -977671.062500 Penalty: 882.512329
	Iteration 48Q: 3 clusters Score -977671.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -977672.562500 Penalty: 882.512329
	Iteration 49Q: 3 clusters Score -977672.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -977674.750000 Penalty: 882.512329
	Iteration 50Q: 3 clusters Score -977674.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -977675.750000 Penalty: 882.512329
	Iteration 51Q: 3 clusters Score -977675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -977674.312500 Penalty: 882.512329
	Iteration 52Q: 3 clusters Score -977674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -977673.937500 Penalty: 882.512329
	Iteration 53Q: 3 clusters Score -977673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -977674.812500 Penalty: 882.512329
	Iteration 54Q: 3 clusters Score -977674.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -977677.250000 Penalty: 882.512329
	Iteration 55Q: 3 clusters Score -977677.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -977677.125000 Penalty: 882.512329
	Iteration 56Q: 3 clusters Score -977677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -977677.437500 Penalty: 882.512329
	Iteration 57Q: 3 clusters Score -977677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -977677.500000 Penalty: 882.512329
	Iteration 58Q: 3 clusters Score -977677.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -977680.750000 Penalty: 882.512329
	Iteration 59Q: 3 clusters Score -977680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -977681.062500 Penalty: 882.512329
	Iteration 60F: 3 clusters Score -977681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -977682.000000 Penalty: 882.512329
	Iteration 61Q: 3 clusters Score -977682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -977680.875000 Penalty: 882.512329
	Iteration 62Q: 3 clusters Score -977680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -977681.562500 Penalty: 882.512329
	Iteration 63Q: 3 clusters Score -977681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -977681.125000 Penalty: 882.512329
	Iteration 64Q: 3 clusters Score -977681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -977679.375000 Penalty: 882.512329
	Iteration 65Q: 3 clusters Score -977679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -977679.312500 Penalty: 882.512329
	Iteration 66Q: 3 clusters Score -977679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -977678.187500 Penalty: 882.512329
	Iteration 67Q: 3 clusters Score -977678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -977681.312500 Penalty: 882.512329
	Iteration 68Q: 3 clusters Score -977681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -977680.437500 Penalty: 882.512329
	Iteration 69Q: 3 clusters Score -977680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -977679.437500 Penalty: 882.512329
	Iteration 70Q: 3 clusters Score -977679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -977680.750000 Penalty: 882.512329
	Iteration 71Q: 3 clusters Score -977680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -977679.812500 Penalty: 882.512329
	Iteration 72Q: 3 clusters Score -977679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -977679.812500 Penalty: 882.512329
	Iteration 73F: 3 clusters Score -977679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -106138.031250 Penalty: 343.049927
	Iteration 0F: 2 clusters Score -106138 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 935 members 
Entering Unmasked Estep 
Score: -104804.429688 Penalty: 686.099854
	Iteration 0F: 3 clusters Score -104804.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -105552.507812 Penalty: 686.099854
	Iteration 1F: 3 clusters Score -105552.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -105802.539062 Penalty: 686.099854
	Iteration 2F: 3 clusters Score -105802.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -105962.320312 Penalty: 686.099854
	Iteration 3F: 3 clusters Score -105962.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -106132.593750 Penalty: 686.099854
	Iteration 4F: 3 clusters Score -106132.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -106303.742188 Penalty: 686.099854
	Iteration 5F: 3 clusters Score -106303.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -106495.250000 Penalty: 686.099854
	Iteration 6F: 3 clusters Score -106495.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -106626.085938 Penalty: 686.099854
	Iteration 7Q: 3 clusters Score -106626.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -106716.968750 Penalty: 686.099854
	Iteration 8Q: 3 clusters Score -106717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -106800.296875 Penalty: 686.099854
	Iteration 9Q: 3 clusters Score -106800.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -106907.414062 Penalty: 686.099854
	Iteration 10Q: 3 clusters Score -106907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -106944.742188 Penalty: 686.099854
	Iteration 11Q: 3 clusters Score -106944.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -106957.304688 Penalty: 686.099854
	Iteration 12Q: 3 clusters Score -106957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -106959.726562 Penalty: 686.099854
	Iteration 13Q: 3 clusters Score -106959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -106960.804688 Penalty: 686.099854
	Iteration 14Q: 3 clusters Score -106960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -106961.507812 Penalty: 686.099854
	Iteration 15Q: 3 clusters Score -106961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -106961.507812 Penalty: 686.099854
	Iteration 16F: 3 clusters Score -106961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
Score: -58191400.000000 Penalty: 35873.386719
Splitting cluster 18 changes total score from -58190920.000000 to -58191400.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 19 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -28524.291016 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -28524.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28039.521484 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -28039.52 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28231.449219 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -28231.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28321.599609 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -28321.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28391.269531 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -28391.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28439.867188 Penalty: 561.624756
	Iteration 4F: 3 clusters Score -28439.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28484.767578 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -28484.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28504.484375 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -28504.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28518.048828 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -28518.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28522.947266 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -28522.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28522.947266 Penalty: 561.624756
	Iteration 9F: 3 clusters Score -28522.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -36375.359375 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -36375.36 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 352 members 
Entering Unmasked Estep 
Score: -35799.125000 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -35799.12 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36186.707031 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -36186.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36503.917969 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -36503.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36661.246094 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -36661.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36770.058594 Penalty: 597.053833
	Iteration 4F: 3 clusters Score -36770.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36919.355469 Penalty: 597.053833
	Iteration 5F: 3 clusters Score -36919.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -37086.128906 Penalty: 597.053833
	Iteration 6F: 3 clusters Score -37086.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -37232.464844 Penalty: 597.053833
	Iteration 7F: 3 clusters Score -37232.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -37296.082031 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -37296.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37334.882812 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -37334.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -37363.523438 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -37363.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -37392.261719 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -37392.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -37413.542969 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -37413.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37433.988281 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -37433.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37458.984375 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -37458.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37491.730469 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -37491.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -37531.019531 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -37531.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37534.968750 Penalty: 597.053833
	Iteration 17Q: 3 clusters Score -37534.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37534.968750 Penalty: 597.053833
	Iteration 18F: 3 clusters Score -37534.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Entering Unmasked Estep 
Score: -58192144.000000 Penalty: 36502.746094
Splitting cluster 20 changes total score from -58190920.000000 to -58192144.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 21 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -25973.568359 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -25973.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25536.500000 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -25536.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25746.925781 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -25746.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25899.304688 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -25899.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25959.871094 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -25959.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25969.189453 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -25969.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25981.390625 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -25981.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25999.101562 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -25999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26023.015625 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -26023.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26053.453125 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -26053.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26072.097656 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -26072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26073.488281 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -26073.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26075.839844 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -26075.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26077.539062 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -26077.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26081.400391 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -26081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26090.914062 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -26090.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26097.886719 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -26097.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26098.808594 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -26098.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26098.808594 Penalty: 554.924744
	Iteration 17F: 3 clusters Score -26098.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Entering Unmasked Estep 
Score: -58191984.000000 Penalty: 37132.101562
Splitting cluster 21 changes total score from -58190920.000000 to -58191984.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 22 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -13244.248047 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -13244.25 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 138 members 
Entering Unmasked Estep 
Score: -12938.611328 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -12938.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13093.960938 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -13093.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13217.859375 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -13217.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13327.170898 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -13327.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13369.275391 Penalty: 516.895691
	Iteration 4F: 3 clusters Score -13369.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13404.328125 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -13404.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13437.842773 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -13437.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13460.851562 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -13460.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13464.755859 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -13464.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13465.806641 Penalty: 516.895691
	Iteration 9Q: 3 clusters Score -13465.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13468.566406 Penalty: 516.895691
	Iteration 10Q: 3 clusters Score -13468.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13472.896484 Penalty: 516.895691
	Iteration 11Q: 3 clusters Score -13472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13480.260742 Penalty: 516.895691
	Iteration 12Q: 3 clusters Score -13480.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13500.211914 Penalty: 516.895691
	Iteration 13Q: 3 clusters Score -13500.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13526.622070 Penalty: 516.895691
	Iteration 14Q: 3 clusters Score -13526.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13535.151367 Penalty: 516.895691
	Iteration 15Q: 3 clusters Score -13535.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13536.140625 Penalty: 516.895691
	Iteration 16Q: 3 clusters Score -13536.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13536.140625 Penalty: 516.895691
	Iteration 17F: 3 clusters Score -13536.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 110620 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Entering Unmasked Estep 
Score: -58191904.000000 Penalty: 37761.460938
Splitting cluster 22 changes total score from -58190920.000000 to -58191904.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 23 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -477319.843750 Penalty: 410.504700
	Iteration 0F: 2 clusters Score -477319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -471796.843750 Penalty: 821.009399
	Iteration 0F: 3 clusters Score -471796.8 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -474372.250000 Penalty: 821.009399
	Iteration 1F: 3 clusters Score -474372.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -474769.687500 Penalty: 821.009399
	Iteration 2F: 3 clusters Score -474769.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -475193.937500 Penalty: 821.009399
	Iteration 3F: 3 clusters Score -475193.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -475653.718750 Penalty: 821.009399
	Iteration 4F: 3 clusters Score -475653.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -475970.156250 Penalty: 821.009399
	Iteration 5F: 3 clusters Score -475970.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -476139.468750 Penalty: 821.009399
	Iteration 6Q: 3 clusters Score -476139.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -476209.531250 Penalty: 821.009399
	Iteration 7Q: 3 clusters Score -476209.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -476253.437500 Penalty: 821.009399
	Iteration 8Q: 3 clusters Score -476253.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -476279.906250 Penalty: 821.009399
	Iteration 9Q: 3 clusters Score -476279.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -476292.156250 Penalty: 821.009399
	Iteration 10Q: 3 clusters Score -476292.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -476310.093750 Penalty: 821.009399
	Iteration 11Q: 3 clusters Score -476310.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -476329.687500 Penalty: 821.009399
	Iteration 12Q: 3 clusters Score -476329.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -476352.093750 Penalty: 821.009399
	Iteration 13Q: 3 clusters Score -476352.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -476370.625000 Penalty: 821.009399
	Iteration 14Q: 3 clusters Score -476370.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -476392.218750 Penalty: 821.009399
	Iteration 15Q: 3 clusters Score -476392.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -476416.156250 Penalty: 821.009399
	Iteration 16Q: 3 clusters Score -476416.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -476444.687500 Penalty: 821.009399
	Iteration 17Q: 3 clusters Score -476444.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -476474.468750 Penalty: 821.009399
	Iteration 18Q: 3 clusters Score -476474.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -476509.093750 Penalty: 821.009399
	Iteration 19Q: 3 clusters Score -476509.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -476544.906250 Penalty: 821.009399
	Iteration 20F: 3 clusters Score -476544.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -476579.312500 Penalty: 821.009399
	Iteration 21Q: 3 clusters Score -476579.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -476617.187500 Penalty: 821.009399
	Iteration 22Q: 3 clusters Score -476617.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -476657.000000 Penalty: 821.009399
	Iteration 23Q: 3 clusters Score -476657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -476685.812500 Penalty: 821.009399
	Iteration 24Q: 3 clusters Score -476685.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -476714.718750 Penalty: 821.009399
	Iteration 25Q: 3 clusters Score -476714.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -476739.500000 Penalty: 821.009399
	Iteration 26Q: 3 clusters Score -476739.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -476754.531250 Penalty: 821.009399
	Iteration 27Q: 3 clusters Score -476754.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -476766.343750 Penalty: 821.009399
	Iteration 28Q: 3 clusters Score -476766.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -476771.187500 Penalty: 821.009399
	Iteration 29Q: 3 clusters Score -476771.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -476772.843750 Penalty: 821.009399
	Iteration 30Q: 3 clusters Score -476772.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -476775.000000 Penalty: 821.009399
	Iteration 31Q: 3 clusters Score -476775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -476776.406250 Penalty: 821.009399
	Iteration 32Q: 3 clusters Score -476776.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -476779.281250 Penalty: 821.009399
	Iteration 33Q: 3 clusters Score -476779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -476780.343750 Penalty: 821.009399
	Iteration 34Q: 3 clusters Score -476780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -476782.343750 Penalty: 821.009399
	Iteration 35Q: 3 clusters Score -476782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -476783.062500 Penalty: 821.009399
	Iteration 36Q: 3 clusters Score -476783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -476784.781250 Penalty: 821.009399
	Iteration 37Q: 3 clusters Score -476784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -476783.593750 Penalty: 821.009399
	Iteration 38Q: 3 clusters Score -476783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -476785.000000 Penalty: 821.009399
	Iteration 39Q: 3 clusters Score -476785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -476785.375000 Penalty: 821.009399
	Iteration 40F: 3 clusters Score -476785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -476785.875000 Penalty: 821.009399
	Iteration 41Q: 3 clusters Score -476785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -476785.937500 Penalty: 821.009399
	Iteration 42Q: 3 clusters Score -476785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -476786.406250 Penalty: 821.009399
	Iteration 43Q: 3 clusters Score -476786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -476785.843750 Penalty: 821.009399
	Iteration 44Q: 3 clusters Score -476785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -476785.968750 Penalty: 821.009399
	Iteration 45Q: 3 clusters Score -476786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -476785.562500 Penalty: 821.009399
	Iteration 46Q: 3 clusters Score -476785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -476785.562500 Penalty: 821.009399
	Iteration 47F: 3 clusters Score -476785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129290 members 
Entering Unmasked Estep 
Score: -7722679.500000 Penalty: 535.526489
	Iteration 0F: 2 clusters Score -7722680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -7640314.000000 Penalty: 1071.052979
	Iteration 0F: 3 clusters Score -7640314 nChanged 63362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -7680576.500000 Penalty: 1071.052979
	Iteration 1F: 3 clusters Score -7680576 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7684083.000000 Penalty: 1071.052979
	Iteration 2F: 3 clusters Score -7684083 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -7688790.500000 Penalty: 1071.052979
	Iteration 3F: 3 clusters Score -7688790 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7694851.000000 Penalty: 1071.052979
	Iteration 4F: 3 clusters Score -7694851 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -7701757.500000 Penalty: 1071.052979
	Iteration 5F: 3 clusters Score -7701758 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7708075.000000 Penalty: 1071.052979
	Iteration 6F: 3 clusters Score -7708075 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -7713348.500000 Penalty: 1071.052979
	Iteration 7F: 3 clusters Score -7713348 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -7717562.000000 Penalty: 1071.052979
	Iteration 8Q: 3 clusters Score -7717562 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7720210.500000 Penalty: 1071.052979
	Iteration 9Q: 3 clusters Score -7720210 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7721419.500000 Penalty: 1071.052979
	Iteration 10Q: 3 clusters Score -7721420 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7721946.500000 Penalty: 1071.052979
	Iteration 11Q: 3 clusters Score -7721946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7722133.500000 Penalty: 1071.052979
	Iteration 12Q: 3 clusters Score -7722134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128963 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7722257.000000 Penalty: 1071.052979
	Iteration 13Q: 3 clusters Score -7722257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128950 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7722312.500000 Penalty: 1071.052979
	Iteration 14Q: 3 clusters Score -7722312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7722358.500000 Penalty: 1071.052979
	Iteration 15Q: 3 clusters Score -7722358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7722401.500000 Penalty: 1071.052979
	Iteration 16Q: 3 clusters Score -7722402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128865 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7722449.000000 Penalty: 1071.052979
	Iteration 17Q: 3 clusters Score -7722449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7722490.000000 Penalty: 1071.052979
	Iteration 18Q: 3 clusters Score -7722490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7722502.000000 Penalty: 1071.052979
	Iteration 19Q: 3 clusters Score -7722502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7722514.000000 Penalty: 1071.052979
	Iteration 20F: 3 clusters Score -7722514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7722535.000000 Penalty: 1071.052979
	Iteration 21Q: 3 clusters Score -7722535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7722546.500000 Penalty: 1071.052979
	Iteration 22Q: 3 clusters Score -7722546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7722560.000000 Penalty: 1071.052979
	Iteration 23Q: 3 clusters Score -7722560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7722569.500000 Penalty: 1071.052979
	Iteration 24Q: 3 clusters Score -7722570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7722558.500000 Penalty: 1071.052979
	Iteration 25Q: 3 clusters Score -7722558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7722545.000000 Penalty: 1071.052979
	Iteration 26Q: 3 clusters Score -7722545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7722550.500000 Penalty: 1071.052979
	Iteration 27Q: 3 clusters Score -7722550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128583 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7722557.500000 Penalty: 1071.052979
	Iteration 28Q: 3 clusters Score -7722558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7722553.000000 Penalty: 1071.052979
	Iteration 29Q: 3 clusters Score -7722553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7722559.000000 Penalty: 1071.052979
	Iteration 30Q: 3 clusters Score -7722559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7722548.000000 Penalty: 1071.052979
	Iteration 31Q: 3 clusters Score -7722548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128512 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7722551.000000 Penalty: 1071.052979
	Iteration 32Q: 3 clusters Score -7722551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7722549.500000 Penalty: 1071.052979
	Iteration 33Q: 3 clusters Score -7722550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7722547.000000 Penalty: 1071.052979
	Iteration 34Q: 3 clusters Score -7722547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7722544.000000 Penalty: 1071.052979
	Iteration 35Q: 3 clusters Score -7722544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7722544.000000 Penalty: 1071.052979
	Iteration 36Q: 3 clusters Score -7722544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7722549.500000 Penalty: 1071.052979
	Iteration 37Q: 3 clusters Score -7722550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7722544.500000 Penalty: 1071.052979
	Iteration 38Q: 3 clusters Score -7722544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128417 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7722552.000000 Penalty: 1071.052979
	Iteration 39Q: 3 clusters Score -7722552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7722561.000000 Penalty: 1071.052979
	Iteration 40F: 3 clusters Score -7722561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7722567.500000 Penalty: 1071.052979
	Iteration 41Q: 3 clusters Score -7722568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7722574.000000 Penalty: 1071.052979
	Iteration 42Q: 3 clusters Score -7722574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7722571.500000 Penalty: 1071.052979
	Iteration 43Q: 3 clusters Score -7722572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7722578.000000 Penalty: 1071.052979
	Iteration 44Q: 3 clusters Score -7722578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7722579.000000 Penalty: 1071.052979
	Iteration 45Q: 3 clusters Score -7722579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7722595.000000 Penalty: 1071.052979
	Iteration 46Q: 3 clusters Score -7722595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7722601.500000 Penalty: 1071.052979
	Iteration 47Q: 3 clusters Score -7722602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7722614.500000 Penalty: 1071.052979
	Iteration 48Q: 3 clusters Score -7722614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7722619.000000 Penalty: 1071.052979
	Iteration 49Q: 3 clusters Score -7722619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7722618.500000 Penalty: 1071.052979
	Iteration 50Q: 3 clusters Score -7722618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128160 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7722617.500000 Penalty: 1071.052979
	Iteration 51Q: 3 clusters Score -7722618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128144 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7722617.000000 Penalty: 1071.052979
	Iteration 52Q: 3 clusters Score -7722617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7722624.500000 Penalty: 1071.052979
	Iteration 53Q: 3 clusters Score -7722624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128105 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7722634.500000 Penalty: 1071.052979
	Iteration 54Q: 3 clusters Score -7722634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7722627.500000 Penalty: 1071.052979
	Iteration 55Q: 3 clusters Score -7722628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128072 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7722627.000000 Penalty: 1071.052979
	Iteration 56Q: 3 clusters Score -7722627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7722637.500000 Penalty: 1071.052979
	Iteration 57Q: 3 clusters Score -7722638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7722625.000000 Penalty: 1071.052979
	Iteration 58Q: 3 clusters Score -7722625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128010 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7722635.000000 Penalty: 1071.052979
	Iteration 59Q: 3 clusters Score -7722635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7722638.500000 Penalty: 1071.052979
	Iteration 60F: 3 clusters Score -7722638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127973 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7722640.500000 Penalty: 1071.052979
	Iteration 61Q: 3 clusters Score -7722640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7722632.500000 Penalty: 1071.052979
	Iteration 62Q: 3 clusters Score -7722632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127928 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7722640.000000 Penalty: 1071.052979
	Iteration 63Q: 3 clusters Score -7722640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127899 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7722634.000000 Penalty: 1071.052979
	Iteration 64Q: 3 clusters Score -7722634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7722638.000000 Penalty: 1071.052979
	Iteration 65Q: 3 clusters Score -7722638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127850 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7722634.000000 Penalty: 1071.052979
	Iteration 66Q: 3 clusters Score -7722634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7722629.500000 Penalty: 1071.052979
	Iteration 67Q: 3 clusters Score -7722630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7722637.000000 Penalty: 1071.052979
	Iteration 68Q: 3 clusters Score -7722637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7722629.500000 Penalty: 1071.052979
	Iteration 69Q: 3 clusters Score -7722630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7722634.000000 Penalty: 1071.052979
	Iteration 70Q: 3 clusters Score -7722634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7722634.000000 Penalty: 1071.052979
	Iteration 71Q: 3 clusters Score -7722634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7722633.000000 Penalty: 1071.052979
	Iteration 72Q: 3 clusters Score -7722633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7722640.500000 Penalty: 1071.052979
	Iteration 73Q: 3 clusters Score -7722640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7722639.000000 Penalty: 1071.052979
	Iteration 74Q: 3 clusters Score -7722639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127660 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7722636.500000 Penalty: 1071.052979
	Iteration 75Q: 3 clusters Score -7722636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127646 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7722650.500000 Penalty: 1071.052979
	Iteration 76Q: 3 clusters Score -7722650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127629 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7722642.000000 Penalty: 1071.052979
	Iteration 77Q: 3 clusters Score -7722642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7722635.000000 Penalty: 1071.052979
	Iteration 78Q: 3 clusters Score -7722635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7722635.500000 Penalty: 1071.052979
	Iteration 79Q: 3 clusters Score -7722636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7722637.000000 Penalty: 1071.052979
	Iteration 80F: 3 clusters Score -7722637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127588 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7722647.000000 Penalty: 1071.052979
	Iteration 81Q: 3 clusters Score -7722647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7722646.000000 Penalty: 1071.052979
	Iteration 82Q: 3 clusters Score -7722646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7722644.500000 Penalty: 1071.052979
	Iteration 83Q: 3 clusters Score -7722644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7722646.500000 Penalty: 1071.052979
	Iteration 84Q: 3 clusters Score -7722646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127540 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7722649.500000 Penalty: 1071.052979
	Iteration 85Q: 3 clusters Score -7722650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7722647.500000 Penalty: 1071.052979
	Iteration 86Q: 3 clusters Score -7722648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7722647.000000 Penalty: 1071.052979
	Iteration 87Q: 3 clusters Score -7722647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127516 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7722643.000000 Penalty: 1071.052979
	Iteration 88Q: 3 clusters Score -7722643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7722645.000000 Penalty: 1071.052979
	Iteration 89Q: 3 clusters Score -7722645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7722629.500000 Penalty: 1071.052979
	Iteration 90Q: 3 clusters Score -7722630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7722636.500000 Penalty: 1071.052979
	Iteration 91Q: 3 clusters Score -7722636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7722635.000000 Penalty: 1071.052979
	Iteration 92Q: 3 clusters Score -7722635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7722636.000000 Penalty: 1071.052979
	Iteration 93Q: 3 clusters Score -7722636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7722635.500000 Penalty: 1071.052979
	Iteration 94Q: 3 clusters Score -7722636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7722639.000000 Penalty: 1071.052979
	Iteration 95Q: 3 clusters Score -7722639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7722637.500000 Penalty: 1071.052979
	Iteration 96Q: 3 clusters Score -7722638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7722642.500000 Penalty: 1071.052979
	Iteration 97Q: 3 clusters Score -7722642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127432 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7722641.500000 Penalty: 1071.052979
	Iteration 98Q: 3 clusters Score -7722642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7722652.500000 Penalty: 1071.052979
	Iteration 99Q: 3 clusters Score -7722652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7722649.500000 Penalty: 1071.052979
	Iteration 100F: 3 clusters Score -7722650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7722648.500000 Penalty: 1071.052979
	Iteration 101Q: 3 clusters Score -7722648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7722645.000000 Penalty: 1071.052979
	Iteration 102Q: 3 clusters Score -7722645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7722649.500000 Penalty: 1071.052979
	Iteration 103Q: 3 clusters Score -7722650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7722649.500000 Penalty: 1071.052979
	Iteration 104F: 3 clusters Score -7722650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (110620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Entering Unmasked Estep 
Score: -6641649.000000 Penalty: 528.430481
	Iteration 0F: 2 clusters Score -6641649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -6568556.500000 Penalty: 1056.860962
	Iteration 0F: 3 clusters Score -6568556 nChanged 54146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -6601883.000000 Penalty: 1056.860962
	Iteration 1F: 3 clusters Score -6601883 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -6604263.000000 Penalty: 1056.860962
	Iteration 2Q: 3 clusters Score -6604263 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6608906.500000 Penalty: 1056.860962
	Iteration 3F: 3 clusters Score -6608906 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -6616870.000000 Penalty: 1056.860962
	Iteration 4F: 3 clusters Score -6616870 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -6625045.000000 Penalty: 1056.860962
	Iteration 5F: 3 clusters Score -6625045 nChanged 7475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -6629204.500000 Penalty: 1056.860962
	Iteration 6F: 3 clusters Score -6629204 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6630583 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -6631266.500000 Penalty: 1056.860962
	Iteration 8Q: 3 clusters Score -6631266 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -6631777.500000 Penalty: 1056.860962
	Iteration 9Q: 3 clusters Score -6631778 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -6632332.000000 Penalty: 1056.860962
	Iteration 10Q: 3 clusters Score -6632332 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -6632843.500000 Penalty: 1056.860962
	Iteration 11Q: 3 clusters Score -6632844 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -6633285.500000 Penalty: 1056.860962
	Iteration 12Q: 3 clusters Score -6633286 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -6633797.000000 Penalty: 1056.860962
	Iteration 13Q: 3 clusters Score -6633797 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -6634314.500000 Penalty: 1056.860962
	Iteration 14Q: 3 clusters Score -6634314 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -6634809.000000 Penalty: 1056.860962
	Iteration 15Q: 3 clusters Score -6634809 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -6635210.500000 Penalty: 1056.860962
	Iteration 16Q: 3 clusters Score -6635210 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -6635581.500000 Penalty: 1056.860962
	Iteration 17Q: 3 clusters Score -6635582 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -6635853.000000 Penalty: 1056.860962
	Iteration 18Q: 3 clusters Score -6635853 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -6636091.000000 Penalty: 1056.860962
	Iteration 19Q: 3 clusters Score -6636091 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -6636213.500000 Penalty: 1056.860962
	Iteration 20F: 3 clusters Score -6636214 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -6636378.000000 Penalty: 1056.860962
	Iteration 21Q: 3 clusters Score -6636378 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -6636475.000000 Penalty: 1056.860962
	Iteration 22Q: 3 clusters Score -6636475 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -6636497.000000 Penalty: 1056.860962
	Iteration 23Q: 3 clusters Score -6636497 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -6636572.000000 Penalty: 1056.860962
	Iteration 24Q: 3 clusters Score -6636572 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -6636621.500000 Penalty: 1056.860962
	Iteration 25Q: 3 clusters Score -6636622 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -6636643.000000 Penalty: 1056.860962
	Iteration 26Q: 3 clusters Score -6636643 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -6636688.000000 Penalty: 1056.860962
	Iteration 27Q: 3 clusters Score -6636688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -6636734.500000 Penalty: 1056.860962
	Iteration 28Q: 3 clusters Score -6636734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -6636780.000000 Penalty: 1056.860962
	Iteration 29Q: 3 clusters Score -6636780 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -6636805.500000 Penalty: 1056.860962
	Iteration 30Q: 3 clusters Score -6636806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -6636808.500000 Penalty: 1056.860962
	Iteration 31Q: 3 clusters Score -6636808 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -6636873.500000 Penalty: 1056.860962
	Iteration 32Q: 3 clusters Score -6636874 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -6636889.500000 Penalty: 1056.860962
	Iteration 33Q: 3 clusters Score -6636890 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -6636902.500000 Penalty: 1056.860962
	Iteration 34Q: 3 clusters Score -6636902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -6636906.500000 Penalty: 1056.860962
	Iteration 35Q: 3 clusters Score -6636906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -6636911.000000 Penalty: 1056.860962
	Iteration 36Q: 3 clusters Score -6636911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -6636930.500000 Penalty: 1056.860962
	Iteration 37Q: 3 clusters Score -6636930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -6636953.000000 Penalty: 1056.860962
	Iteration 38Q: 3 clusters Score -6636953 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -6637000.500000 Penalty: 1056.860962
	Iteration 39Q: 3 clusters Score -6637000 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -6637023.000000 Penalty: 1056.860962
	Iteration 40F: 3 clusters Score -6637023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -6637076.500000 Penalty: 1056.860962
	Iteration 41Q: 3 clusters Score -6637076 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -6637120.500000 Penalty: 1056.860962
	Iteration 42Q: 3 clusters Score -6637120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -6637124.000000 Penalty: 1056.860962
	Iteration 43Q: 3 clusters Score -6637124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -6637162.000000 Penalty: 1056.860962
	Iteration 44Q: 3 clusters Score -6637162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -6637202.500000 Penalty: 1056.860962
	Iteration 45Q: 3 clusters Score -6637202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -6637244.500000 Penalty: 1056.860962
	Iteration 46Q: 3 clusters Score -6637244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -6637275.500000 Penalty: 1056.860962
	Iteration 47Q: 3 clusters Score -6637276 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -6637289.000000 Penalty: 1056.860962
	Iteration 48Q: 3 clusters Score -6637289 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -6637311.500000 Penalty: 1056.860962
	Iteration 49Q: 3 clusters Score -6637312 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -6637358.000000 Penalty: 1056.860962
	Iteration 50Q: 3 clusters Score -6637358 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -6637397.000000 Penalty: 1056.860962
	Iteration 51Q: 3 clusters Score -6637397 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -6637468.500000 Penalty: 1056.860962
	Iteration 52Q: 3 clusters Score -6637468 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -6637566.500000 Penalty: 1056.860962
	Iteration 53Q: 3 clusters Score -6637566 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -6637617.000000 Penalty: 1056.860962
	Iteration 54Q: 3 clusters Score -6637617 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -6637639.000000 Penalty: 1056.860962
	Iteration 55Q: 3 clusters Score -6637639 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -6637727.500000 Penalty: 1056.860962
	Iteration 56Q: 3 clusters Score -6637728 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -6637785.000000 Penalty: 1056.860962
	Iteration 57Q: 3 clusters Score -6637785 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -6637842.000000 Penalty: 1056.860962
	Iteration 58Q: 3 clusters Score -6637842 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -6637869.000000 Penalty: 1056.860962
	Iteration 59Q: 3 clusters Score -6637869 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -6637911.500000 Penalty: 1056.860962
	Iteration 60F: 3 clusters Score -6637912 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -6637965.000000 Penalty: 1056.860962
	Iteration 61Q: 3 clusters Score -6637965 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -6638000.000000 Penalty: 1056.860962
	Iteration 62Q: 3 clusters Score -6638000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -6638037.500000 Penalty: 1056.860962
	Iteration 63Q: 3 clusters Score -6638038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -6638086.500000 Penalty: 1056.860962
	Iteration 64Q: 3 clusters Score -6638086 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -6638130.500000 Penalty: 1056.860962
	Iteration 65Q: 3 clusters Score -6638130 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -6638178.500000 Penalty: 1056.860962
	Iteration 66Q: 3 clusters Score -6638178 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -6638223.500000 Penalty: 1056.860962
	Iteration 67Q: 3 clusters Score -6638224 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -6638278.500000 Penalty: 1056.860962
	Iteration 68Q: 3 clusters Score -6638278 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -6638321.500000 Penalty: 1056.860962
	Iteration 69Q: 3 clusters Score -6638322 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -6638359.000000 Penalty: 1056.860962
	Iteration 70Q: 3 clusters Score -6638359 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -6638417.000000 Penalty: 1056.860962
	Iteration 71Q: 3 clusters Score -6638417 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -6638487.000000 Penalty: 1056.860962
	Iteration 72Q: 3 clusters Score -6638487 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -6638561.500000 Penalty: 1056.860962
	Iteration 73Q: 3 clusters Score -6638562 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -6638607.500000 Penalty: 1056.860962
	Iteration 74Q: 3 clusters Score -6638608 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -6638673.000000 Penalty: 1056.860962
	Iteration 75Q: 3 clusters Score -6638673 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -6638804.500000 Penalty: 1056.860962
	Iteration 76Q: 3 clusters Score -6638804 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -6638926.000000 Penalty: 1056.860962
	Iteration 77Q: 3 clusters Score -6638926 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -6639071.500000 Penalty: 1056.860962
	Iteration 78Q: 3 clusters Score -6639072 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -6639177.500000 Penalty: 1056.860962
	Iteration 79Q: 3 clusters Score -6639178 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -6639297.000000 Penalty: 1056.860962
	Iteration 80F: 3 clusters Score -6639297 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -6639379.000000 Penalty: 1056.860962
	Iteration 81Q: 3 clusters Score -6639379 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -6639506.500000 Penalty: 1056.860962
	Iteration 82Q: 3 clusters Score -6639506 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -6639661.000000 Penalty: 1056.860962
	Iteration 83Q: 3 clusters Score -6639661 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -6639799.000000 Penalty: 1056.860962
	Iteration 84Q: 3 clusters Score -6639799 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -6639931.000000 Penalty: 1056.860962
	Iteration 85Q: 3 clusters Score -6639931 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -6640098.500000 Penalty: 1056.860962
	Iteration 86Q: 3 clusters Score -6640098 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -6640315.000000 Penalty: 1056.860962
	Iteration 87Q: 3 clusters Score -6640315 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -6640507.500000 Penalty: 1056.860962
	Iteration 88Q: 3 clusters Score -6640508 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -6640674.000000 Penalty: 1056.860962
	Iteration 89Q: 3 clusters Score -6640674 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -6640934.500000 Penalty: 1056.860962
	Iteration 90Q: 3 clusters Score -6640934 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 92643 members 
Entering Unmasked Estep 
Score: -6641193.000000 Penalty: 1056.860962
	Iteration 91Q: 3 clusters Score -6641193 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -6641341.500000 Penalty: 1056.860962
	Iteration 92Q: 3 clusters Score -6641342 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -6641565.000000 Penalty: 1056.860962
	Iteration 93Q: 3 clusters Score -6641565 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -6641660.000000 Penalty: 1056.860962
	Iteration 94Q: 3 clusters Score -6641660 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -6641779.500000 Penalty: 1056.860962
	Iteration 95Q: 3 clusters Score -6641780 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -6641829.500000 Penalty: 1056.860962
	Iteration 96Q: 3 clusters Score -6641830 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -6641844.500000 Penalty: 1056.860962
	Iteration 97Q: 3 clusters Score -6641844 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -6641899.000000 Penalty: 1056.860962
	Iteration 98Q: 3 clusters Score -6641899 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -6641841.500000 Penalty: 1056.860962
	Iteration 99Q: 3 clusters Score -6641842 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -6641894.500000 Penalty: 1056.860962
	Iteration 100F: 3 clusters Score -6641894 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -6641841.500000 Penalty: 1056.860962
	Iteration 101Q: 3 clusters Score -6641842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 107750 members 
Entering Unmasked Estep 
Score: -6641892.000000 Penalty: 1056.860962
	Iteration 102Q: 3 clusters Score -6641892 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -6641917.500000 Penalty: 1056.860962
	Iteration 103Q: 3 clusters Score -6641918 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -6641966.000000 Penalty: 1056.860962
	Iteration 104Q: 3 clusters Score -6641966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -6641982.000000 Penalty: 1056.860962
	Iteration 105Q: 3 clusters Score -6641982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -6641980.500000 Penalty: 1056.860962
	Iteration 106Q: 3 clusters Score -6641980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -6641990.000000 Penalty: 1056.860962
	Iteration 107Q: 3 clusters Score -6641990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -6641995.500000 Penalty: 1056.860962
	Iteration 108Q: 3 clusters Score -6641996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -6641957.000000 Penalty: 1056.860962
	Iteration 109Q: 3 clusters Score -6641957 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -6641935.500000 Penalty: 1056.860962
	Iteration 110Q: 3 clusters Score -6641936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -6641935.500000 Penalty: 1056.860962
	Iteration 111Q: 3 clusters Score -6641936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 109580 members 
Entering Unmasked Estep 
Score: -6641918.000000 Penalty: 1056.860962
	Iteration 112Q: 3 clusters Score -6641918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -6641910.000000 Penalty: 1056.860962
	Iteration 113Q: 3 clusters Score -6641910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -6641909.500000 Penalty: 1056.860962
	Iteration 114Q: 3 clusters Score -6641910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -6641910.000000 Penalty: 1056.860962
	Iteration 115Q: 3 clusters Score -6641910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -6641898.000000 Penalty: 1056.860962
	Iteration 116Q: 3 clusters Score -6641898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -6641891.500000 Penalty: 1056.860962
	Iteration 117Q: 3 clusters Score -6641892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -6641874.000000 Penalty: 1056.860962
	Iteration 118Q: 3 clusters Score -6641874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -6641880.500000 Penalty: 1056.860962
	Iteration 119Q: 3 clusters Score -6641880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -6641886.000000 Penalty: 1056.860962
	Iteration 120F: 3 clusters Score -6641886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -6641881.500000 Penalty: 1056.860962
	Iteration 121Q: 3 clusters Score -6641882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -6641879.000000 Penalty: 1056.860962
	Iteration 122Q: 3 clusters Score -6641879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -6641881.500000 Penalty: 1056.860962
	Iteration 123Q: 3 clusters Score -6641882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -6641881.500000 Penalty: 1056.860962
	Iteration 124Q: 3 clusters Score -6641882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -6641880.000000 Penalty: 1056.860962
	Iteration 125Q: 3 clusters Score -6641880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -6641881.500000 Penalty: 1056.860962
	Iteration 126Q: 3 clusters Score -6641882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -6641882.500000 Penalty: 1056.860962
	Iteration 127Q: 3 clusters Score -6641882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -6641880.000000 Penalty: 1056.860962
	Iteration 128Q: 3 clusters Score -6641880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -6641877.500000 Penalty: 1056.860962
	Iteration 129Q: 3 clusters Score -6641878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -6641873.500000 Penalty: 1056.860962
	Iteration 130Q: 3 clusters Score -6641874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -6641878.000000 Penalty: 1056.860962
	Iteration 131Q: 3 clusters Score -6641878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -6641873.000000 Penalty: 1056.860962
	Iteration 132Q: 3 clusters Score -6641873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -6641873.500000 Penalty: 1056.860962
	Iteration 133Q: 3 clusters Score -6641874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -6641879.000000 Penalty: 1056.860962
	Iteration 134Q: 3 clusters Score -6641879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -6641871.500000 Penalty: 1056.860962
	Iteration 135Q: 3 clusters Score -6641872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -6641870.500000 Penalty: 1056.860962
	Iteration 136Q: 3 clusters Score -6641870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -6641874.000000 Penalty: 1056.860962
	Iteration 137Q: 3 clusters Score -6641874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -6641868.000000 Penalty: 1056.860962
	Iteration 138Q: 3 clusters Score -6641868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -6641871.500000 Penalty: 1056.860962
	Iteration 139Q: 3 clusters Score -6641872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -6641865.000000 Penalty: 1056.860962
	Iteration 140F: 3 clusters Score -6641865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 109829 members 
Entering Unmasked Estep 
Score: -6641865.500000 Penalty: 1056.860962
	Iteration 141Q: 3 clusters Score -6641866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -6641865.000000 Penalty: 1056.860962
	Iteration 142Q: 3 clusters Score -6641865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -6641865.000000 Penalty: 1056.860962
	Iteration 143F: 3 clusters Score -6641865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 426 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Entering Unmasked Estep 
Score: -58191688.000000 Penalty: 38390.820312
Splitting cluster 25 changes total score from -58190920.000000 to -58191688.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 26 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -58305.496094 Penalty: 311.873138
	Iteration 0F: 2 clusters Score -58305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57507.179688 Penalty: 623.746277
	Iteration 0F: 3 clusters Score -57507.18 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57779.046875 Penalty: 623.746277
	Iteration 1F: 3 clusters Score -57779.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -57921.929688 Penalty: 623.746277
	Iteration 2F: 3 clusters Score -57921.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58032.187500 Penalty: 623.746277
	Iteration 3F: 3 clusters Score -58032.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -58067.996094 Penalty: 623.746277
	Iteration 4F: 3 clusters Score -58068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58093.429688 Penalty: 623.746277
	Iteration 5Q: 3 clusters Score -58093.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58107.109375 Penalty: 623.746277
	Iteration 6Q: 3 clusters Score -58107.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58120.609375 Penalty: 623.746277
	Iteration 7Q: 3 clusters Score -58120.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58134.312500 Penalty: 623.746277
	Iteration 8Q: 3 clusters Score -58134.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -58142.605469 Penalty: 623.746277
	Iteration 9Q: 3 clusters Score -58142.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -58153.824219 Penalty: 623.746277
	Iteration 10Q: 3 clusters Score -58153.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58169.031250 Penalty: 623.746277
	Iteration 11Q: 3 clusters Score -58169.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -58200.562500 Penalty: 623.746277
	Iteration 12Q: 3 clusters Score -58200.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58230.078125 Penalty: 623.746277
	Iteration 13Q: 3 clusters Score -58230.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -58243.734375 Penalty: 623.746277
	Iteration 14Q: 3 clusters Score -58243.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -58250.582031 Penalty: 623.746277
	Iteration 15Q: 3 clusters Score -58250.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -58254.144531 Penalty: 623.746277
	Iteration 16Q: 3 clusters Score -58254.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -58256.421875 Penalty: 623.746277
	Iteration 17Q: 3 clusters Score -58256.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -58256.742188 Penalty: 623.746277
	Iteration 18Q: 3 clusters Score -58256.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -58256.742188 Penalty: 623.746277
	Iteration 19F: 3 clusters Score -58256.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -25529.427734 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -25529.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25099.876953 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -25099.88 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25309.537109 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -25309.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25426.632812 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -25426.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25492.726562 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -25492.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25542.392578 Penalty: 550.953979
	Iteration 4F: 3 clusters Score -25542.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25564.162109 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -25564.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25577.148438 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -25577.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25579.587891 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -25579.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25581.785156 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -25581.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25582.570312 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -25582.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25582.570312 Penalty: 550.953979
	Iteration 10F: 3 clusters Score -25582.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Entering Unmasked Estep 
Score: -58191360.000000 Penalty: 39020.175781
Splitting cluster 27 changes total score from -58190920.000000 to -58191360.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 28 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -7157.333496 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -7157.333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6832.174805 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -6832.175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6979.266113 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -6979.266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7019.300293 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -7019.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7045.928223 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -7045.928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7051.999512 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -7052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7056.347168 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -7056.347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7059.934570 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -7059.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7060.258301 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -7060.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7060.258301 Penalty: 508.779846
	Iteration 8F: 3 clusters Score -7060.258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -38021.464844 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -38021.46 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 312 members 
Entering Unmasked Estep 
Score: -37420.636719 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -37420.64 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37572.167969 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -37572.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37610.027344 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -37610.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37633.000000 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -37633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37647.406250 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -37647.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37660.824219 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -37660.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37667.738281 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -37667.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37674.218750 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -37674.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37684.648438 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -37684.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37691.007812 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -37691.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37695.593750 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -37695.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37698.171875 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -37698.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37701.285156 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -37701.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37705.476562 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -37705.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37712.410156 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -37712.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37714.824219 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -37714.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37718.332031 Penalty: 590.517639
	Iteration 16Q: 3 clusters Score -37718.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37722.906250 Penalty: 590.517639
	Iteration 17Q: 3 clusters Score -37722.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37726.226562 Penalty: 590.517639
	Iteration 18Q: 3 clusters Score -37726.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37727.167969 Penalty: 590.517639
	Iteration 19Q: 3 clusters Score -37727.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37727.851562 Penalty: 590.517639
	Iteration 20F: 3 clusters Score -37727.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37729.023438 Penalty: 590.517639
	Iteration 21Q: 3 clusters Score -37729.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37731.140625 Penalty: 590.517639
	Iteration 22Q: 3 clusters Score -37731.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37735.230469 Penalty: 590.517639
	Iteration 23Q: 3 clusters Score -37735.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37737.171875 Penalty: 590.517639
	Iteration 24Q: 3 clusters Score -37737.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37737.535156 Penalty: 590.517639
	Iteration 25Q: 3 clusters Score -37737.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37737.656250 Penalty: 590.517639
	Iteration 26Q: 3 clusters Score -37737.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37737.656250 Penalty: 590.517639
	Iteration 27F: 3 clusters Score -37737.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Entering Unmasked Estep 
Score: -2971425.000000 Penalty: 490.698669
	Iteration 0F: 2 clusters Score -2971425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2938942.250000 Penalty: 981.397339
	Iteration 0F: 3 clusters Score -2938942 nChanged 23412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2953076.000000 Penalty: 981.397339
	Iteration 1F: 3 clusters Score -2953076 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2953755.750000 Penalty: 981.397339
	Iteration 2Q: 3 clusters Score -2953756 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2954644.000000 Penalty: 981.397339
	Iteration 3Q: 3 clusters Score -2954644 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2955993.250000 Penalty: 981.397339
	Iteration 4F: 3 clusters Score -2955993 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2957899.250000 Penalty: 981.397339
	Iteration 5F: 3 clusters Score -2957899 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2960240.250000 Penalty: 981.397339
	Iteration 6F: 3 clusters Score -2960240 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2962161.000000 Penalty: 981.397339
	Iteration 7F: 3 clusters Score -2962161 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2963036.750000 Penalty: 981.397339
	Iteration 8Q: 3 clusters Score -2963037 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2963327.250000 Penalty: 981.397339
	Iteration 9Q: 3 clusters Score -2963327 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2963534.750000 Penalty: 981.397339
	Iteration 10Q: 3 clusters Score -2963535 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -2963726.250000 Penalty: 981.397339
	Iteration 11Q: 3 clusters Score -2963726 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2963901.500000 Penalty: 981.397339
	Iteration 12Q: 3 clusters Score -2963902 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2964046.500000 Penalty: 981.397339
	Iteration 13Q: 3 clusters Score -2964046 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2964197.000000 Penalty: 981.397339
	Iteration 14Q: 3 clusters Score -2964197 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2964394.000000 Penalty: 981.397339
	Iteration 15Q: 3 clusters Score -2964394 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2964537.000000 Penalty: 981.397339
	Iteration 16Q: 3 clusters Score -2964537 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -2964718.000000 Penalty: 981.397339
	Iteration 17Q: 3 clusters Score -2964718 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2964928.000000 Penalty: 981.397339
	Iteration 18Q: 3 clusters Score -2964928 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -2965121.250000 Penalty: 981.397339
	Iteration 19Q: 3 clusters Score -2965121 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -2965293.250000 Penalty: 981.397339
	Iteration 20F: 3 clusters Score -2965293 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -2965485.000000 Penalty: 981.397339
	Iteration 21Q: 3 clusters Score -2965485 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -2965665.250000 Penalty: 981.397339
	Iteration 22Q: 3 clusters Score -2965665 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -2965850.500000 Penalty: 981.397339
	Iteration 23Q: 3 clusters Score -2965850 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -2966028.250000 Penalty: 981.397339
	Iteration 24Q: 3 clusters Score -2966028 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -2966188.250000 Penalty: 981.397339
	Iteration 25Q: 3 clusters Score -2966188 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -2966356.250000 Penalty: 981.397339
	Iteration 26Q: 3 clusters Score -2966356 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -2966537.000000 Penalty: 981.397339
	Iteration 27Q: 3 clusters Score -2966537 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -2966710.000000 Penalty: 981.397339
	Iteration 28Q: 3 clusters Score -2966710 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -2966882.000000 Penalty: 981.397339
	Iteration 29Q: 3 clusters Score -2966882 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -2967067.500000 Penalty: 981.397339
	Iteration 30Q: 3 clusters Score -2967068 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2967240.250000 Penalty: 981.397339
	Iteration 31Q: 3 clusters Score -2967240 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -2967394.250000 Penalty: 981.397339
	Iteration 32Q: 3 clusters Score -2967394 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -2967535.500000 Penalty: 981.397339
	Iteration 33Q: 3 clusters Score -2967536 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -2967656.750000 Penalty: 981.397339
	Iteration 34Q: 3 clusters Score -2967657 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -2967785.000000 Penalty: 981.397339
	Iteration 35Q: 3 clusters Score -2967785 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -2967886.250000 Penalty: 981.397339
	Iteration 36Q: 3 clusters Score -2967886 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -2968003.250000 Penalty: 981.397339
	Iteration 37Q: 3 clusters Score -2968003 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -2968111.500000 Penalty: 981.397339
	Iteration 38Q: 3 clusters Score -2968112 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -2968220.750000 Penalty: 981.397339
	Iteration 39Q: 3 clusters Score -2968221 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -2968314.500000 Penalty: 981.397339
	Iteration 40F: 3 clusters Score -2968314 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -2968414.500000 Penalty: 981.397339
	Iteration 41Q: 3 clusters Score -2968414 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2968519.500000 Penalty: 981.397339
	Iteration 42Q: 3 clusters Score -2968520 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -2968638.250000 Penalty: 981.397339
	Iteration 43Q: 3 clusters Score -2968638 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -2968736.500000 Penalty: 981.397339
	Iteration 44Q: 3 clusters Score -2968736 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -2968866.500000 Penalty: 981.397339
	Iteration 45Q: 3 clusters Score -2968866 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -2969002.000000 Penalty: 981.397339
	Iteration 46Q: 3 clusters Score -2969002 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -2969106.250000 Penalty: 981.397339
	Iteration 47Q: 3 clusters Score -2969106 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -2969247.500000 Penalty: 981.397339
	Iteration 48Q: 3 clusters Score -2969248 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -2969408.250000 Penalty: 981.397339
	Iteration 49Q: 3 clusters Score -2969408 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -2969582.500000 Penalty: 981.397339
	Iteration 50Q: 3 clusters Score -2969582 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -2969788.500000 Penalty: 981.397339
	Iteration 51Q: 3 clusters Score -2969788 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -2970002.500000 Penalty: 981.397339
	Iteration 52Q: 3 clusters Score -2970002 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -2970205.000000 Penalty: 981.397339
	Iteration 53Q: 3 clusters Score -2970205 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -2970394.750000 Penalty: 981.397339
	Iteration 54Q: 3 clusters Score -2970395 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -2970565.750000 Penalty: 981.397339
	Iteration 55Q: 3 clusters Score -2970566 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2970695.750000 Penalty: 981.397339
	Iteration 56Q: 3 clusters Score -2970696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -2970817.000000 Penalty: 981.397339
	Iteration 57Q: 3 clusters Score -2970817 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -2970895.250000 Penalty: 981.397339
	Iteration 58Q: 3 clusters Score -2970895 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -2970948.750000 Penalty: 981.397339
	Iteration 59Q: 3 clusters Score -2970949 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -2970998.250000 Penalty: 981.397339
	Iteration 60F: 3 clusters Score -2970998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -2971032.750000 Penalty: 981.397339
	Iteration 61Q: 3 clusters Score -2971033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -2971050.750000 Penalty: 981.397339
	Iteration 62Q: 3 clusters Score -2971051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -2971063.000000 Penalty: 981.397339
	Iteration 63Q: 3 clusters Score -2971063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -2971084.250000 Penalty: 981.397339
	Iteration 64Q: 3 clusters Score -2971084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -2971094.000000 Penalty: 981.397339
	Iteration 65Q: 3 clusters Score -2971094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -2971096.500000 Penalty: 981.397339
	Iteration 66Q: 3 clusters Score -2971096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -2971096.500000 Penalty: 981.397339
	Iteration 67Q: 3 clusters Score -2971096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -2971103.500000 Penalty: 981.397339
	Iteration 68Q: 3 clusters Score -2971104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -2971104.250000 Penalty: 981.397339
	Iteration 69Q: 3 clusters Score -2971104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -2971110.500000 Penalty: 981.397339
	Iteration 70Q: 3 clusters Score -2971110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -2971114.500000 Penalty: 981.397339
	Iteration 71Q: 3 clusters Score -2971114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -2971118.000000 Penalty: 981.397339
	Iteration 72Q: 3 clusters Score -2971118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -2971125.000000 Penalty: 981.397339
	Iteration 73Q: 3 clusters Score -2971125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -2971124.000000 Penalty: 981.397339
	Iteration 74Q: 3 clusters Score -2971124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -2971127.750000 Penalty: 981.397339
	Iteration 75Q: 3 clusters Score -2971128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -2971127.500000 Penalty: 981.397339
	Iteration 76Q: 3 clusters Score -2971128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -2971127.000000 Penalty: 981.397339
	Iteration 77Q: 3 clusters Score -2971127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -2971131.750000 Penalty: 981.397339
	Iteration 78Q: 3 clusters Score -2971132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -2971131.000000 Penalty: 981.397339
	Iteration 79Q: 3 clusters Score -2971131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -2971132.750000 Penalty: 981.397339
	Iteration 80F: 3 clusters Score -2971133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -2971130.750000 Penalty: 981.397339
	Iteration 81Q: 3 clusters Score -2971131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -2971132.500000 Penalty: 981.397339
	Iteration 82Q: 3 clusters Score -2971132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -2971132.500000 Penalty: 981.397339
	Iteration 83Q: 3 clusters Score -2971132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -2971133.000000 Penalty: 981.397339
	Iteration 84Q: 3 clusters Score -2971133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -2971131.750000 Penalty: 981.397339
	Iteration 85Q: 3 clusters Score -2971132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -2971131.500000 Penalty: 981.397339
	Iteration 86Q: 3 clusters Score -2971132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -2971131.750000 Penalty: 981.397339
	Iteration 87Q: 3 clusters Score -2971132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -2971131.000000 Penalty: 981.397339
	Iteration 88Q: 3 clusters Score -2971131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -2971131.000000 Penalty: 981.397339
	Iteration 89F: 3 clusters Score -2971131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -22226.935547 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -22226.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21819.099609 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -21819.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21946.236328 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -21946.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21989.656250 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -21989.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22038.580078 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -22038.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22094.662109 Penalty: 542.216614
	Iteration 4F: 3 clusters Score -22094.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22117.052734 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -22117.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22141.435547 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -22141.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22159.154297 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -22159.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22168.580078 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -22168.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22175.751953 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -22175.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22177.451172 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -22177.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22177.634766 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -22177.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22177.634766 Penalty: 542.216614
	Iteration 12F: 3 clusters Score -22177.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -22903.150391 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -22903.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22552.117188 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -22552.12 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23121.816406 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -23121.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23410.263672 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -23410.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23464.953125 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -23464.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23486.542969 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -23486.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23498.578125 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -23498.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23533.859375 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -23533.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23569.630859 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -23569.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23582.880859 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -23582.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23582.880859 Penalty: 551.592529
	Iteration 9F: 3 clusters Score -23582.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Entering Unmasked Estep 
Score: -58191632.000000 Penalty: 39649.535156
Splitting cluster 32 changes total score from -58190920.000000 to -58191632.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 33 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -41724.242188 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -41724.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41138.988281 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -41138.99 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -41541.347656 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -41541.35 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41681.988281 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -41681.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41754.332031 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -41754.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -41791.968750 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -41791.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -41803.410156 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -41803.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41804.164062 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -41804.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41804.164062 Penalty: 602.910706
	Iteration 7F: 3 clusters Score -41804.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Entering Unmasked Estep 
Score: -58191280.000000 Penalty: 40278.890625
Splitting cluster 33 changes total score from -58190920.000000 to -58191280.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 34 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -17017.917969 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -17017.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16680.685547 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -16680.69 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17021.287109 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -17021.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17237.076172 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -17237.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17302.583984 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -17302.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17317.916016 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -17317.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17319.955078 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -17319.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17319.955078 Penalty: 529.897156
	Iteration 6F: 3 clusters Score -17319.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Entering Unmasked Estep 
Score: -58191260.000000 Penalty: 40908.250000
Splitting cluster 34 changes total score from -58190920.000000 to -58191260.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19737.630859 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19737.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19847.191406 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19847.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19888.707031 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19888.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19917.576172 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -19917.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19936.308594 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19936.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19956.111328 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19956.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19967.533203 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19967.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19972.787109 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19972.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19974.591797 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19974.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19977.302734 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19981.203125 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -19981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19984.320312 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -19984.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19987.355469 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -19987.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19988.791016 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -19988.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19990.482422 Penalty: 524.060059
	Iteration 14Q: 3 clusters Score -19990.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19990.482422 Penalty: 524.060059
	Iteration 15F: 3 clusters Score -19990.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -25605.402344 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -25605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25168.787109 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -25168.79 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25323.976562 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -25323.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25390.123047 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -25390.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25446.222656 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -25446.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25496.685547 Penalty: 550.310913
	Iteration 4F: 3 clusters Score -25496.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25526.556641 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -25526.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25553.484375 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -25553.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25569.474609 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -25569.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25585.939453 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -25585.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25601.101562 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -25601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25610.001953 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -25610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25610.736328 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -25610.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25610.906250 Penalty: 550.310913
	Iteration 12F: 3 clusters Score -25610.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25611.884766 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -25611.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25611.884766 Penalty: 550.310913
	Iteration 14F: 3 clusters Score -25611.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 245 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 178 members 
Entering Unmasked Estep 
Score: -58190908.000000 Penalty: 41537.605469
Splitting cluster 36 changes total score from -58190920.000000 to -58190908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -20127.091797 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -20127.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19745.332031 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -19745.33 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20110.300781 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -20110.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20201.296875 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -20201.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20299.310547 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -20299.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20348.183594 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -20348.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20438.541016 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -20438.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20582.339844 Penalty: 556.546143
	Iteration 6F: 3 clusters Score -20582.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20611.263672 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -20611.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20627.703125 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -20627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20633.804688 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -20633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20641.482422 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -20641.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20643.095703 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -20643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20645.734375 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -20645.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20648.949219 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -20648.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20659.513672 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -20659.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20663.718750 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -20663.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20669.300781 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -20669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20673.753906 Penalty: 556.546143
	Iteration 17Q: 3 clusters Score -20673.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20673.916016 Penalty: 556.546143
	Iteration 18Q: 3 clusters Score -20673.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20677.199219 Penalty: 556.546143
	Iteration 19F: 3 clusters Score -20677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20682.451172 Penalty: 556.546143
	Iteration 20F: 3 clusters Score -20682.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20682.896484 Penalty: 556.546143
	Iteration 21Q: 3 clusters Score -20682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20682.896484 Penalty: 556.546143
	Iteration 22F: 3 clusters Score -20682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Entering Unmasked Estep 
Score: -58191496.000000 Penalty: 41537.605469
Splitting cluster 37 changes total score from -58190920.000000 to -58191496.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 38 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -72822.281250 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -72822.28 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 599 members 
Entering Unmasked Estep 
Score: -71894.804688 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -71894.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -72238.085938 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -72238.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72368.210938 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -72368.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72469.484375 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -72469.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72522.804688 Penalty: 645.876953
	Iteration 4F: 3 clusters Score -72522.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72551.054688 Penalty: 645.876953
	Iteration 5Q: 3 clusters Score -72551.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72570.562500 Penalty: 645.876953
	Iteration 6Q: 3 clusters Score -72570.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72576.015625 Penalty: 645.876953
	Iteration 7Q: 3 clusters Score -72576.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72579.312500 Penalty: 645.876953
	Iteration 8Q: 3 clusters Score -72579.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72581.460938 Penalty: 645.876953
	Iteration 9Q: 3 clusters Score -72581.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72583.351562 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -72583.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72585.250000 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -72585.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72588.578125 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -72588.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72593.093750 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -72593.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72603.992188 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -72603.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72621.929688 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -72621.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72638.515625 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -72638.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72643.570312 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -72643.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72650.437500 Penalty: 645.876953
	Iteration 18Q: 3 clusters Score -72650.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72655.890625 Penalty: 645.876953
	Iteration 19Q: 3 clusters Score -72655.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72660.039062 Penalty: 645.876953
	Iteration 20F: 3 clusters Score -72660.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72662.671875 Penalty: 645.876953
	Iteration 21Q: 3 clusters Score -72662.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72667.648438 Penalty: 645.876953
	Iteration 22Q: 3 clusters Score -72667.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72669.429688 Penalty: 645.876953
	Iteration 23Q: 3 clusters Score -72669.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72670.062500 Penalty: 645.876953
	Iteration 24Q: 3 clusters Score -72670.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72670.062500 Penalty: 645.876953
	Iteration 25F: 3 clusters Score -72670.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (49892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Entering Unmasked Estep 
Score: -3069343.500000 Penalty: 492.201508
	Iteration 0F: 2 clusters Score -3069344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3035871.250000 Penalty: 984.403015
	Iteration 0F: 3 clusters Score -3035871 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3050235.500000 Penalty: 984.403015
	Iteration 1F: 3 clusters Score -3050236 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3050576.250000 Penalty: 984.403015
	Iteration 2Q: 3 clusters Score -3050576 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3051014.500000 Penalty: 984.403015
	Iteration 3Q: 3 clusters Score -3051014 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3051752.250000 Penalty: 984.403015
	Iteration 4Q: 3 clusters Score -3051752 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3053151.000000 Penalty: 984.403015
	Iteration 5F: 3 clusters Score -3053151 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3055792.250000 Penalty: 984.403015
	Iteration 6F: 3 clusters Score -3055792 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -3059902.750000 Penalty: 984.403015
	Iteration 7F: 3 clusters Score -3059903 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -3064528.500000 Penalty: 984.403015
	Iteration 8F: 3 clusters Score -3064528 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -3067482.750000 Penalty: 984.403015
	Iteration 9F: 3 clusters Score -3067483 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -3068500.750000 Penalty: 984.403015
	Iteration 10Q: 3 clusters Score -3068501 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -3068774.750000 Penalty: 984.403015
	Iteration 11Q: 3 clusters Score -3068775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -3068865.500000 Penalty: 984.403015
	Iteration 12Q: 3 clusters Score -3068866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -3068899.250000 Penalty: 984.403015
	Iteration 13Q: 3 clusters Score -3068899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -3068913.250000 Penalty: 984.403015
	Iteration 14Q: 3 clusters Score -3068913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -3068924.500000 Penalty: 984.403015
	Iteration 15Q: 3 clusters Score -3068924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -3068931.750000 Penalty: 984.403015
	Iteration 16Q: 3 clusters Score -3068932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -3068936.500000 Penalty: 984.403015
	Iteration 17Q: 3 clusters Score -3068936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -3068935.000000 Penalty: 984.403015
	Iteration 18Q: 3 clusters Score -3068935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -3068935.000000 Penalty: 984.403015
	Iteration 19F: 3 clusters Score -3068935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31405.947266 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31405.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30906.111328 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30906.11 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31064.210938 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -31064.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31122.201172 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -31122.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31159.259766 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -31159.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31181.316406 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -31181.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31198.697266 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -31198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31207.037109 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -31207.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31216.867188 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -31216.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31223.019531 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -31223.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31225.154297 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -31225.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31226.566406 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -31226.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31226.744141 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -31226.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31226.744141 Penalty: 569.969238
	Iteration 12F: 3 clusters Score -31226.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12267.915039 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -12267.92 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 165 members 
Entering Unmasked Estep 
Score: -11872.637695 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -11872.64 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12041.848633 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -12041.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12174.623047 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -12174.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12261.984375 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -12261.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12303.238281 Penalty: 525.766357
	Iteration 4F: 3 clusters Score -12303.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12344.628906 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -12344.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12387.772461 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -12387.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12417.403320 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -12417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12430.623047 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -12430.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12434.831055 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -12434.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12439.121094 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -12439.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12446.548828 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -12446.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12452.165039 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -12452.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12454.019531 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -12454.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12454.019531 Penalty: 525.766357
	Iteration 14F: 3 clusters Score -12454.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Entering Unmasked Estep 
Score: -58191312.000000 Penalty: 42166.964844
Splitting cluster 41 changes total score from -58190920.000000 to -58191312.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 42 (7805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Entering Unmasked Estep 
Score: -470477.562500 Penalty: 407.794647
	Iteration 0F: 2 clusters Score -470477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -465277.875000 Penalty: 815.589294
	Iteration 0F: 3 clusters Score -465277.9 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -467454.062500 Penalty: 815.589294
	Iteration 1F: 3 clusters Score -467454.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -467699.187500 Penalty: 815.589294
	Iteration 2F: 3 clusters Score -467699.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -467993.937500 Penalty: 815.589294
	Iteration 3F: 3 clusters Score -467993.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -468365.937500 Penalty: 815.589294
	Iteration 4F: 3 clusters Score -468365.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -468771.593750 Penalty: 815.589294
	Iteration 5F: 3 clusters Score -468771.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -469190.906250 Penalty: 815.589294
	Iteration 6F: 3 clusters Score -469190.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -469496.000000 Penalty: 815.589294
	Iteration 7F: 3 clusters Score -469496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -469648.656250 Penalty: 815.589294
	Iteration 8Q: 3 clusters Score -469648.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -469723.500000 Penalty: 815.589294
	Iteration 9Q: 3 clusters Score -469723.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -469757.437500 Penalty: 815.589294
	Iteration 10Q: 3 clusters Score -469757.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -469785.968750 Penalty: 815.589294
	Iteration 11Q: 3 clusters Score -469786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -469820.218750 Penalty: 815.589294
	Iteration 12Q: 3 clusters Score -469820.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -469865.062500 Penalty: 815.589294
	Iteration 13Q: 3 clusters Score -469865.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -469919.937500 Penalty: 815.589294
	Iteration 14Q: 3 clusters Score -469919.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -469998.406250 Penalty: 815.589294
	Iteration 15Q: 3 clusters Score -469998.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -470092.125000 Penalty: 815.589294
	Iteration 16Q: 3 clusters Score -470092.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -470178.375000 Penalty: 815.589294
	Iteration 17Q: 3 clusters Score -470178.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -470257.562500 Penalty: 815.589294
	Iteration 18Q: 3 clusters Score -470257.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -470325.187500 Penalty: 815.589294
	Iteration 19Q: 3 clusters Score -470325.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -470370.437500 Penalty: 815.589294
	Iteration 20F: 3 clusters Score -470370.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -470399.250000 Penalty: 815.589294
	Iteration 21Q: 3 clusters Score -470399.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -470418.531250 Penalty: 815.589294
	Iteration 22Q: 3 clusters Score -470418.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -470433.968750 Penalty: 815.589294
	Iteration 23Q: 3 clusters Score -470434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -470447.218750 Penalty: 815.589294
	Iteration 24Q: 3 clusters Score -470447.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -470457.031250 Penalty: 815.589294
	Iteration 25Q: 3 clusters Score -470457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -470464.750000 Penalty: 815.589294
	Iteration 26Q: 3 clusters Score -470464.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -470474.468750 Penalty: 815.589294
	Iteration 27Q: 3 clusters Score -470474.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -470481.687500 Penalty: 815.589294
	Iteration 28Q: 3 clusters Score -470481.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -470491.281250 Penalty: 815.589294
	Iteration 29Q: 3 clusters Score -470491.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -470502.968750 Penalty: 815.589294
	Iteration 30Q: 3 clusters Score -470503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -470512.968750 Penalty: 815.589294
	Iteration 31Q: 3 clusters Score -470513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -470523.562500 Penalty: 815.589294
	Iteration 32Q: 3 clusters Score -470523.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -470538.656250 Penalty: 815.589294
	Iteration 33Q: 3 clusters Score -470538.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -470550.218750 Penalty: 815.589294
	Iteration 34Q: 3 clusters Score -470550.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -470564.062500 Penalty: 815.589294
	Iteration 35Q: 3 clusters Score -470564.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -470578.406250 Penalty: 815.589294
	Iteration 36Q: 3 clusters Score -470578.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -470588.343750 Penalty: 815.589294
	Iteration 37Q: 3 clusters Score -470588.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -470597.031250 Penalty: 815.589294
	Iteration 38Q: 3 clusters Score -470597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -470601.593750 Penalty: 815.589294
	Iteration 39Q: 3 clusters Score -470601.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -470607.000000 Penalty: 815.589294
	Iteration 40F: 3 clusters Score -470607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -470609.156250 Penalty: 815.589294
	Iteration 41Q: 3 clusters Score -470609.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -470614.031250 Penalty: 815.589294
	Iteration 42Q: 3 clusters Score -470614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -470617.125000 Penalty: 815.589294
	Iteration 43Q: 3 clusters Score -470617.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -470620.093750 Penalty: 815.589294
	Iteration 44Q: 3 clusters Score -470620.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -470622.500000 Penalty: 815.589294
	Iteration 45Q: 3 clusters Score -470622.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -470623.812500 Penalty: 815.589294
	Iteration 46Q: 3 clusters Score -470623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -470625.062500 Penalty: 815.589294
	Iteration 47Q: 3 clusters Score -470625.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -470626.687500 Penalty: 815.589294
	Iteration 48Q: 3 clusters Score -470626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -470627.812500 Penalty: 815.589294
	Iteration 49Q: 3 clusters Score -470627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -470628.125000 Penalty: 815.589294
	Iteration 50Q: 3 clusters Score -470628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -470627.937500 Penalty: 815.589294
	Iteration 51Q: 3 clusters Score -470627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -470627.718750 Penalty: 815.589294
	Iteration 52Q: 3 clusters Score -470627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -470627.906250 Penalty: 815.589294
	Iteration 53Q: 3 clusters Score -470627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -470628.531250 Penalty: 815.589294
	Iteration 54Q: 3 clusters Score -470628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -470628.562500 Penalty: 815.589294
	Iteration 55Q: 3 clusters Score -470628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -470627.937500 Penalty: 815.589294
	Iteration 56Q: 3 clusters Score -470627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -470627.937500 Penalty: 815.589294
	Iteration 57F: 3 clusters Score -470627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2999 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Entering Unmasked Estep 
Score: -58191308.000000 Penalty: 42796.324219
Splitting cluster 42 changes total score from -58190920.000000 to -58191308.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 43 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -24349.814453 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -24349.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23908.558594 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -23908.56 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24003.455078 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -24003.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24033.400391 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -24033.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24054.878906 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -24054.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24064.244141 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -24064.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24072.847656 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -24072.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24074.369141 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -24074.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24074.984375 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -24074.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24074.984375 Penalty: 547.025330
	Iteration 8F: 3 clusters Score -24074.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -179047.375000 Penalty: 364.274536
	Iteration 0F: 2 clusters Score -179047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -176970.562500 Penalty: 728.549072
	Iteration 0F: 3 clusters Score -176970.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -178056.953125 Penalty: 728.549072
	Iteration 1F: 3 clusters Score -178057 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -178503.796875 Penalty: 728.549072
	Iteration 2F: 3 clusters Score -178503.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178823.015625 Penalty: 728.549072
	Iteration 3F: 3 clusters Score -178823 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179078.484375 Penalty: 728.549072
	Iteration 4F: 3 clusters Score -179078.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179244.453125 Penalty: 728.549072
	Iteration 5Q: 3 clusters Score -179244.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179349.093750 Penalty: 728.549072
	Iteration 6Q: 3 clusters Score -179349.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179418.015625 Penalty: 728.549072
	Iteration 7Q: 3 clusters Score -179418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179460.296875 Penalty: 728.549072
	Iteration 8Q: 3 clusters Score -179460.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179486.765625 Penalty: 728.549072
	Iteration 9Q: 3 clusters Score -179486.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179498.281250 Penalty: 728.549072
	Iteration 10Q: 3 clusters Score -179498.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -179502.593750 Penalty: 728.549072
	Iteration 11Q: 3 clusters Score -179502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179503.468750 Penalty: 728.549072
	Iteration 12Q: 3 clusters Score -179503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179504.359375 Penalty: 728.549072
	Iteration 13Q: 3 clusters Score -179504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -179505.531250 Penalty: 728.549072
	Iteration 14Q: 3 clusters Score -179505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -179507.546875 Penalty: 728.549072
	Iteration 15Q: 3 clusters Score -179507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -179508.265625 Penalty: 728.549072
	Iteration 16Q: 3 clusters Score -179508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -179508.421875 Penalty: 728.549072
	Iteration 17Q: 3 clusters Score -179508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -179509.359375 Penalty: 728.549072
	Iteration 18Q: 3 clusters Score -179509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -179509.843750 Penalty: 728.549072
	Iteration 19Q: 3 clusters Score -179509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -179509.937500 Penalty: 728.549072
	Iteration 20F: 3 clusters Score -179509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -179509.625000 Penalty: 728.549072
	Iteration 21Q: 3 clusters Score -179509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -179510.406250 Penalty: 728.549072
	Iteration 22Q: 3 clusters Score -179510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179510.781250 Penalty: 728.549072
	Iteration 23Q: 3 clusters Score -179510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179511.093750 Penalty: 728.549072
	Iteration 24Q: 3 clusters Score -179511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179511.093750 Penalty: 728.549072
	Iteration 25F: 3 clusters Score -179511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Entering Unmasked Estep 
Score: -58191524.000000 Penalty: 43425.679688
Splitting cluster 44 changes total score from -58190920.000000 to -58191524.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 45 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -52968.949219 Penalty: 309.811279
	Iteration 0F: 2 clusters Score -52968.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52209.812500 Penalty: 619.622559
	Iteration 0F: 3 clusters Score -52209.81 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52396.562500 Penalty: 619.622559
	Iteration 1F: 3 clusters Score -52396.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52476.277344 Penalty: 619.622559
	Iteration 2F: 3 clusters Score -52476.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -52531.339844 Penalty: 619.622559
	Iteration 3F: 3 clusters Score -52531.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52589.792969 Penalty: 619.622559
	Iteration 4Q: 3 clusters Score -52589.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52648.667969 Penalty: 619.622559
	Iteration 5Q: 3 clusters Score -52648.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52712.433594 Penalty: 619.622559
	Iteration 6F: 3 clusters Score -52712.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52775.000000 Penalty: 619.622559
	Iteration 7F: 3 clusters Score -52775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52822.371094 Penalty: 619.622559
	Iteration 8Q: 3 clusters Score -52822.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52852.332031 Penalty: 619.622559
	Iteration 9Q: 3 clusters Score -52852.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52884.382812 Penalty: 619.622559
	Iteration 10Q: 3 clusters Score -52884.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52899.554688 Penalty: 619.622559
	Iteration 11Q: 3 clusters Score -52899.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52908.632812 Penalty: 619.622559
	Iteration 12Q: 3 clusters Score -52908.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52917.875000 Penalty: 619.622559
	Iteration 13Q: 3 clusters Score -52917.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52924.875000 Penalty: 619.622559
	Iteration 14Q: 3 clusters Score -52924.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52929.945312 Penalty: 619.622559
	Iteration 15Q: 3 clusters Score -52929.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52934.886719 Penalty: 619.622559
	Iteration 16Q: 3 clusters Score -52934.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52936.566406 Penalty: 619.622559
	Iteration 17Q: 3 clusters Score -52936.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52937.386719 Penalty: 619.622559
	Iteration 18Q: 3 clusters Score -52937.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -52939.007812 Penalty: 619.622559
	Iteration 19Q: 3 clusters Score -52939.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52942.292969 Penalty: 619.622559
	Iteration 20F: 3 clusters Score -52942.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52945.472656 Penalty: 619.622559
	Iteration 21Q: 3 clusters Score -52945.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52945.777344 Penalty: 619.622559
	Iteration 22Q: 3 clusters Score -52945.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52945.777344 Penalty: 619.622559
	Iteration 23F: 3 clusters Score -52945.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17162.859375 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17162.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16869.462891 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -16869.46 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17141.845703 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17141.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17339.925781 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17339.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17538.509766 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -17538.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17670.169922 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -17670.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17737.042969 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17737.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17754.068359 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17754.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17763.025391 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17763.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17775.869141 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17775.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17807.439453 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17807.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17839.718750 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17839.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17889.917969 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17889.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18066.941406 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -18066.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18066.941406 Penalty: 526.047668
	Iteration 13F: 3 clusters Score -18066.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Entering Unmasked Estep 
Score: -58192076.000000 Penalty: 44055.039062
Splitting cluster 46 changes total score from -58190920.000000 to -58192076.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 47 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -27483.695312 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -27483.7 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 257 members 
Entering Unmasked Estep 
Score: -27068.642578 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -27068.64 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27370.443359 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -27370.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27443.560547 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -27443.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27465.349609 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -27465.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27486.070312 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -27486.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27505.197266 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -27505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27518.558594 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -27518.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27526.824219 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -27526.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27530.998047 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -27531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27534.482422 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -27534.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27535.113281 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -27535.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27535.386719 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -27535.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27535.386719 Penalty: 562.569763
	Iteration 12F: 3 clusters Score -27535.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 1596 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 165 members 
Entering Unmasked Estep 
Score: -58191788.000000 Penalty: 44684.394531
Splitting cluster 47 changes total score from -58190920.000000 to -58191788.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 48 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -17189.853516 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -17189.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16793.289062 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16793.29 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16972.357422 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16972.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17011.267578 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -17011.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17026.271484 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -17026.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17038.896484 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -17038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17050.937500 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -17050.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17057.873047 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -17057.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17059.783203 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -17059.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17061.650391 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -17061.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17062.439453 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -17062.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17066.251953 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -17066.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17066.251953 Penalty: 539.592651
	Iteration 11F: 3 clusters Score -17066.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 303 members 
Entering Unmasked Estep 
Score: -35171.472656 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35171.47 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35374.410156 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35374.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35486.972656 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35486.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35565.187500 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35565.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35603.875000 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35603.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35618.523438 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35618.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35625.789062 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35625.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35629.089844 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35629.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35631.519531 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35631.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35632.578125 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35632.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35632.578125 Penalty: 583.325928
	Iteration 10F: 3 clusters Score -35632.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -97657.765625 Penalty: 335.574127
	Iteration 0F: 2 clusters Score -97657.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -96475.164062 Penalty: 671.148254
	Iteration 0F: 3 clusters Score -96475.16 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97008.500000 Penalty: 671.148254
	Iteration 1F: 3 clusters Score -97008.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -97208.242188 Penalty: 671.148254
	Iteration 2F: 3 clusters Score -97208.24 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -97423.406250 Penalty: 671.148254
	Iteration 3F: 3 clusters Score -97423.41 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -97607.500000 Penalty: 671.148254
	Iteration 4F: 3 clusters Score -97607.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97721.703125 Penalty: 671.148254
	Iteration 5F: 3 clusters Score -97721.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97773.390625 Penalty: 671.148254
	Iteration 6Q: 3 clusters Score -97773.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97812.007812 Penalty: 671.148254
	Iteration 7Q: 3 clusters Score -97812.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -97835.710938 Penalty: 671.148254
	Iteration 8Q: 3 clusters Score -97835.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97847.828125 Penalty: 671.148254
	Iteration 9Q: 3 clusters Score -97847.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -97853.000000 Penalty: 671.148254
	Iteration 10Q: 3 clusters Score -97853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -97854.679688 Penalty: 671.148254
	Iteration 11Q: 3 clusters Score -97854.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -97856.171875 Penalty: 671.148254
	Iteration 12Q: 3 clusters Score -97856.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -97858.609375 Penalty: 671.148254
	Iteration 13Q: 3 clusters Score -97858.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97859.125000 Penalty: 671.148254
	Iteration 14Q: 3 clusters Score -97859.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -97859.414062 Penalty: 671.148254
	Iteration 15Q: 3 clusters Score -97859.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97859.679688 Penalty: 671.148254
	Iteration 16Q: 3 clusters Score -97859.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97859.679688 Penalty: 671.148254
	Iteration 17F: 3 clusters Score -97859.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 908 members 
Entering Unmasked Estep 
Score: -58191700.000000 Penalty: 45313.753906
Splitting cluster 50 changes total score from -58190920.000000 to -58191700.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 51 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -3094.836426 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -3094.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2815.895020 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -2815.895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2890.035645 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -2890.036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2910.813965 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -2910.814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2920.229492 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -2920.229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2922.358643 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -2922.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2924.901855 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -2924.902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2926.766846 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -2926.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2928.198242 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -2928.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2928.198242 Penalty: 472.052094
	Iteration 8F: 3 clusters Score -2928.198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -49198.644531 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -49198.64 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 412 members 
Entering Unmasked Estep 
Score: -48515.941406 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -48515.94 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -48767.671875 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -48767.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48843.332031 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -48843.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48887.167969 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -48887.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48912.898438 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -48912.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48939.031250 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -48939.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48963.894531 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -48963.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48995.714844 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -48995.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49024.937500 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -49024.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49043.066406 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -49043.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -49053.757812 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -49053.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49059.421875 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -49059.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49061.316406 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -49061.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49061.707031 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -49061.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49061.898438 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -49061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49062.148438 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -49062.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49062.976562 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -49062.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49063.554688 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -49063.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -49064.078125 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -49064.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49065.039062 Penalty: 609.766541
	Iteration 19Q: 3 clusters Score -49065.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -49066.125000 Penalty: 609.766541
	Iteration 20F: 3 clusters Score -49066.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -49066.992188 Penalty: 609.766541
	Iteration 21Q: 3 clusters Score -49066.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49069.914062 Penalty: 609.766541
	Iteration 22Q: 3 clusters Score -49069.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49072.726562 Penalty: 609.766541
	Iteration 23Q: 3 clusters Score -49072.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49074.933594 Penalty: 609.766541
	Iteration 24Q: 3 clusters Score -49074.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49076.484375 Penalty: 609.766541
	Iteration 25Q: 3 clusters Score -49076.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49078.125000 Penalty: 609.766541
	Iteration 26Q: 3 clusters Score -49078.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49081.667969 Penalty: 609.766541
	Iteration 27Q: 3 clusters Score -49081.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49085.601562 Penalty: 609.766541
	Iteration 28Q: 3 clusters Score -49085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49088.132812 Penalty: 609.766541
	Iteration 29Q: 3 clusters Score -49088.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49088.644531 Penalty: 609.766541
	Iteration 30Q: 3 clusters Score -49088.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49088.800781 Penalty: 609.766541
	Iteration 31Q: 3 clusters Score -49088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49088.800781 Penalty: 609.766541
	Iteration 32F: 3 clusters Score -49088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -46336.609375 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -46336.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -45659.238281 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -45659.24 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46148.253906 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -46148.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46336.093750 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -46336.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46396.859375 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -46396.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46437.625000 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -46437.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46498.371094 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -46498.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -46555.472656 Penalty: 614.243774
	Iteration 6F: 3 clusters Score -46555.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46600.300781 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -46600.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46614.093750 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -46614.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46642.355469 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -46642.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -46672.257812 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -46672.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -46685.746094 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -46685.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46691.273438 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -46691.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -46698.585938 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -46698.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -46699.839844 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -46699.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46706.648438 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -46706.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -46710.023438 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -46710.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -46716.519531 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -46716.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46721.691406 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -46721.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46724.343750 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -46724.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46727.351562 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -46727.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -46742.164062 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -46742.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46773.257812 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -46773.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -46776.132812 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -46776.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -46777.664062 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -46777.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -46777.664062 Penalty: 614.243774
	Iteration 25F: 3 clusters Score -46777.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 908 members 
Mstep: Class 73 contains 653 members 
Entering Unmasked Estep 
Score: -58191840.000000 Penalty: 45943.109375
Splitting cluster 53 changes total score from -58190920.000000 to -58191840.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -21861.240234 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -21861.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21437.701172 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -21437.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21582.339844 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -21582.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21657.984375 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -21657.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21723.615234 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -21723.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21758.048828 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -21758.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21784.558594 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -21784.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21808.353516 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -21808.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21825.685547 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -21825.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21846.484375 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -21846.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21863.998047 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -21864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21882.091797 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -21882.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21913.832031 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -21913.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21952.751953 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -21952.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21966.453125 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -21966.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21983.287109 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -21983.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22019.664062 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -22019.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22061.953125 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -22061.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22166.056641 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -22166.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22237.679688 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -22237.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22251.736328 Penalty: 544.538208
	Iteration 19Q: 3 clusters Score -22251.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22265.859375 Penalty: 544.538208
	Iteration 20F: 3 clusters Score -22265.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22279.509766 Penalty: 544.538208
	Iteration 21Q: 3 clusters Score -22279.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22330.205078 Penalty: 544.538208
	Iteration 22Q: 3 clusters Score -22330.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22357.480469 Penalty: 544.538208
	Iteration 23Q: 3 clusters Score -22357.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22408.265625 Penalty: 544.538208
	Iteration 24Q: 3 clusters Score -22408.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22413.894531 Penalty: 544.538208
	Iteration 25Q: 3 clusters Score -22413.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22413.894531 Penalty: 544.538208
	Iteration 26F: 3 clusters Score -22413.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 316 members 
Mstep: Class 55 contains 302 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 908 members 
Mstep: Class 73 contains 653 members 
Mstep: Class 74 contains 81 members 
Entering Unmasked Estep 
Score: -58192032.000000 Penalty: 46572.468750
Splitting cluster 54 changes total score from -58190920.000000 to -58192032.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 55 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13081.405273 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -13081.41 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 156 members 
Entering Unmasked Estep 
Score: -12747.710938 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -12747.71 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13067.244141 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -13067.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13250.244141 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -13250.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13303.125977 Penalty: 519.648865
	Iteration 3F: 3 clusters Score -13303.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13356.336914 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -13356.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13369.635742 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -13369.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13369.635742 Penalty: 519.648865
	Iteration 6F: 3 clusters Score -13369.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 316 members 
Mstep: Class 55 contains 186 members 
Mstep: Class 56 contains 1603 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 109828 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 540 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 213 members 
Mstep: Class 67 contains 178 members 
Mstep: Class 68 contains 5589 members 
Mstep: Class 69 contains 972 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 165 members 
Mstep: Class 72 contains 908 members 
Mstep: Class 73 contains 653 members 
Mstep: Class 74 contains 81 members 
Mstep: Class 75 contains 116 members 
Entering Unmasked Estep 
Score: -58191948.000000 Penalty: 47201.824219
Splitting cluster 55 changes total score from -58190920.000000 to -58191948.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 57 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -19997.802734 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -19997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19631.382812 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -19631.38 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19761.306641 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -19761.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19801.560547 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -19801.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19835.166016 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -19835.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19860.339844 Penalty: 533.071899
	Iteration 4F: 3 clusters Score -19860.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19879.212891 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -19879.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19887.525391 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -19887.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19894.998047 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -19895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19899.189453 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -19899.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19903.734375 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -19903.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19903.978516 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -19903.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19903.978516 Penalty: 533.071899
	Iteration 11F: 3 clusters Score -19903.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 3631 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 97713 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 107993 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111995 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 129290 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 268 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48271 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 49892 members 
Mstep: Class 40 contains 525 members 
Mstep: Class 41 contains 145 members 
Mstep: Class 42 contains 2216 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 2027 members 
Mstep: Class 45 contains 906 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 376 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 316 members 
Mstep: Class 55 contains 186 members 
Mstep: Class 57 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 60. Lose 514.348511 but Gain 629.355469
Score: -58192872.000000 Penalty: 46572.468750
Iteration 159Q: 75 clusters Score -5.819287e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 4581 members 
Mstep: Class 5 contains 35703 members 
Mstep: Class 6 contains 11880 members 
Mstep: Class 7 contains 132910 members 
Mstep: Class 8 contains 97656 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 108314 members 
Mstep: Class 15 contains 6057 members 
Mstep: Class 16 contains 111942 members 
Mstep: Class 17 contains 16362 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 114 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 240 members 
Mstep: Class 23 contains 8276 members 
Mstep: Class 24 contains 129305 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 278 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 48928 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1186 members 
Mstep: Class 39 contains 49664 members 
Mstep: Class 40 contains 521 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 2219 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 2102 members 
Mstep: Class 45 contains 903 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 813 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 348 members 
Mstep: Class 55 contains 190 members 
Mstep: Class 56 contains 1522 members 
Mstep: Class 57 contains 351 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 304 members 
Mstep: Class 61 contains 108980 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 125 members 
Mstep: Class 64 contains 515 members 
Mstep: Class 65 contains 152 members 
Mstep: Class 66 contains 217 members 
Mstep: Class 67 contains 172 members 
Mstep: Class 68 contains 5640 members 
Mstep: Class 69 contains 990 members 
Mstep: Class 70 contains 100 members 
Mstep: Class 71 contains 166 members 
Mstep: Class 72 contains 903 members 
Mstep: Class 73 contains 642 members 
Mstep: Class 74 contains 83 members 
Mstep: Class 75 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193484.000000 Penalty: 46572.468750
Iteration 160F: 75 clusters Score -5.819348e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 3610 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 35676 members 
Mstep: Class 6 contains 11887 members 
Mstep: Class 7 contains 132923 members 
Mstep: Class 8 contains 97559 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 108610 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 111919 members 
Mstep: Class 17 contains 16416 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 129258 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 275 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 49618 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 49511 members 
Mstep: Class 40 contains 514 members 
Mstep: Class 41 contains 178 members 
Mstep: Class 42 contains 2227 members 
Mstep: Class 43 contains 412 members 
Mstep: Class 44 contains 2108 members 
Mstep: Class 45 contains 901 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 324 members 
Mstep: Class 48 contains 379 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 688 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 814 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 357 members 
Mstep: Class 55 contains 189 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 585 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 61 contains 108336 members 
Mstep: Class 62 contains 145 members 
Mstep: Class 63 contains 117 members 
Mstep: Class 64 contains 511 members 
Mstep: Class 65 contains 151 members 
Mstep: Class 66 contains 252 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 5674 members 
Mstep: Class 69 contains 1000 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 163 members 
Mstep: Class 72 contains 932 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193912.000000 Penalty: 46572.468750
Iteration 161Q: 75 clusters Score -5.819391e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 5 contains 35654 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 132921 members 
Mstep: Class 8 contains 97412 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 108895 members 
Mstep: Class 15 contains 6057 members 
Mstep: Class 16 contains 111905 members 
Mstep: Class 17 contains 16469 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 8132 members 
Mstep: Class 24 contains 129216 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50282 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 49410 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 2234 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 2100 members 
Mstep: Class 45 contains 900 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 327 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 685 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 815 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 184 members 
Mstep: Class 56 contains 1505 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 590 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 61 contains 107725 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 107 members 
Mstep: Class 64 contains 508 members 
Mstep: Class 65 contains 150 members 
Mstep: Class 66 contains 259 members 
Mstep: Class 67 contains 186 members 
Mstep: Class 68 contains 5705 members 
Mstep: Class 69 contains 1010 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 161 members 
Mstep: Class 72 contains 951 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193744.000000 Penalty: 46572.468750
Iteration 162Q: 75 clusters Score -5.819374e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 35625 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 132914 members 
Mstep: Class 8 contains 97299 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 10563 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 109234 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 111848 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 129174 members 
Mstep: Class 25 contains 1082 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 271 members 
Mstep: Class 28 contains 274 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50997 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 49238 members 
Mstep: Class 40 contains 507 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 2237 members 
Mstep: Class 43 contains 416 members 
Mstep: Class 44 contains 2087 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 204 members 
Mstep: Class 47 contains 328 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 680 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 816 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 365 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 1500 members 
Mstep: Class 57 contains 346 members 
Mstep: Class 58 contains 592 members 
Mstep: Class 59 contains 301 members 
Mstep: Class 61 contains 107131 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 92 members 
Mstep: Class 64 contains 509 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 259 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 5726 members 
Mstep: Class 69 contains 1024 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 161 members 
Mstep: Class 72 contains 973 members 
Mstep: Class 73 contains 633 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194004.000000 Penalty: 46572.468750
Iteration 163Q: 75 clusters Score -5.8194e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 5 contains 35600 members 
Mstep: Class 6 contains 11896 members 
Mstep: Class 7 contains 132904 members 
Mstep: Class 8 contains 97200 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 10544 members 
Mstep: Class 13 contains 72948 members 
Mstep: Class 14 contains 109573 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 111791 members 
Mstep: Class 17 contains 16578 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7976 members 
Mstep: Class 24 contains 129120 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 267 members 
Mstep: Class 28 contains 274 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51747 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 299 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 196 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 365 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 49043 members 
Mstep: Class 40 contains 505 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 2238 members 
Mstep: Class 43 contains 416 members 
Mstep: Class 44 contains 2067 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 373 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 674 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 816 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 369 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 1493 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 595 members 
Mstep: Class 59 contains 299 members 
Mstep: Class 61 contains 106500 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 259 members 
Mstep: Class 67 contains 194 members 
Mstep: Class 68 contains 5746 members 
Mstep: Class 69 contains 1048 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 163 members 
Mstep: Class 72 contains 1000 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194228.000000 Penalty: 46572.468750
Iteration 164Q: 75 clusters Score -5.819423e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12037 members 
Mstep: Class 3 contains 3590 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 35570 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 132892 members 
Mstep: Class 8 contains 97091 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 72949 members 
Mstep: Class 14 contains 109888 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 111713 members 
Mstep: Class 17 contains 16637 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7913 members 
Mstep: Class 24 contains 129053 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 265 members 
Mstep: Class 28 contains 273 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 52456 members 
Mstep: Class 31 contains 381 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 349 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1132 members 
Mstep: Class 39 contains 48893 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 2239 members 
Mstep: Class 43 contains 417 members 
Mstep: Class 44 contains 2051 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 372 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 663 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 816 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 1489 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 593 members 
Mstep: Class 59 contains 298 members 
Mstep: Class 61 contains 105955 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 80 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 198 members 
Mstep: Class 68 contains 5768 members 
Mstep: Class 69 contains 1069 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1026 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194456.000000 Penalty: 46572.468750
Iteration 165Q: 75 clusters Score -5.819446e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11968 members 
Mstep: Class 3 contains 3593 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 35542 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 132853 members 
Mstep: Class 8 contains 96951 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 110221 members 
Mstep: Class 15 contains 6068 members 
Mstep: Class 16 contains 111612 members 
Mstep: Class 17 contains 16708 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 128955 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 265 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 53193 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 335 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 1122 members 
Mstep: Class 39 contains 48748 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 197 members 
Mstep: Class 42 contains 2238 members 
Mstep: Class 43 contains 418 members 
Mstep: Class 44 contains 2039 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 202 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 654 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 1487 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 592 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 105446 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 200 members 
Mstep: Class 68 contains 5790 members 
Mstep: Class 69 contains 1082 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1050 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194512.000000 Penalty: 46572.468750
Iteration 166Q: 75 clusters Score -5.819451e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 35508 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 132762 members 
Mstep: Class 8 contains 96810 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 10483 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 110540 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 111558 members 
Mstep: Class 17 contains 16779 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7780 members 
Mstep: Class 24 contains 128870 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 53957 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1114 members 
Mstep: Class 39 contains 48606 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2239 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 2030 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 643 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 1490 members 
Mstep: Class 57 contains 351 members 
Mstep: Class 58 contains 589 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 104921 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 201 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 1090 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1070 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194812.000000 Penalty: 46572.468750
Iteration 167Q: 75 clusters Score -5.819481e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 35460 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 132634 members 
Mstep: Class 8 contains 96681 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 110872 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 111534 members 
Mstep: Class 17 contains 16805 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7707 members 
Mstep: Class 24 contains 128781 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 54754 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1106 members 
Mstep: Class 39 contains 48413 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2240 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 2015 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 370 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 636 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1496 members 
Mstep: Class 57 contains 352 members 
Mstep: Class 58 contains 587 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 104430 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 202 members 
Mstep: Class 68 contains 5856 members 
Mstep: Class 69 contains 1101 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1084 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194872.000000 Penalty: 46572.468750
Iteration 168Q: 75 clusters Score -5.819487e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 35423 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 132518 members 
Mstep: Class 8 contains 96554 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 111213 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 111527 members 
Mstep: Class 17 contains 16843 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7655 members 
Mstep: Class 24 contains 128650 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 55559 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1104 members 
Mstep: Class 39 contains 48214 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2241 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 2003 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 370 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 631 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1503 members 
Mstep: Class 57 contains 352 members 
Mstep: Class 58 contains 587 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 103930 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5889 members 
Mstep: Class 69 contains 1106 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1097 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194920.000000 Penalty: 46572.468750
Iteration 169Q: 75 clusters Score -5.819492e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 5 contains 35386 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 132349 members 
Mstep: Class 8 contains 96461 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10437 members 
Mstep: Class 13 contains 72947 members 
Mstep: Class 14 contains 111538 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 111605 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 128526 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 56363 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1100 members 
Mstep: Class 39 contains 48002 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2241 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1992 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 370 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 626 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1510 members 
Mstep: Class 57 contains 354 members 
Mstep: Class 58 contains 586 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 103373 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5918 members 
Mstep: Class 69 contains 1110 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1108 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195044.000000 Penalty: 46572.468750
Iteration 170Q: 75 clusters Score -5.819504e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 4666 members 
Mstep: Class 5 contains 35339 members 
Mstep: Class 6 contains 11896 members 
Mstep: Class 7 contains 132186 members 
Mstep: Class 8 contains 96353 members 
Mstep: Class 9 contains 14529 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10421 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 111898 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 111696 members 
Mstep: Class 17 contains 16913 members 
Mstep: Class 18 contains 355 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 128441 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 57141 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 300 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1095 members 
Mstep: Class 39 contains 47771 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2240 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1984 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 619 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1517 members 
Mstep: Class 57 contains 356 members 
Mstep: Class 58 contains 585 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 102806 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5943 members 
Mstep: Class 69 contains 1109 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1121 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195104.000000 Penalty: 46572.468750
Iteration 171Q: 75 clusters Score -5.81951e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 3593 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 35299 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 131993 members 
Mstep: Class 8 contains 96238 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10407 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 112311 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 111810 members 
Mstep: Class 17 contains 16935 members 
Mstep: Class 18 contains 356 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7535 members 
Mstep: Class 24 contains 128356 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 57986 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 294 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1089 members 
Mstep: Class 39 contains 47505 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2244 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1979 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 610 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1523 members 
Mstep: Class 57 contains 358 members 
Mstep: Class 58 contains 585 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 102163 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5958 members 
Mstep: Class 69 contains 1107 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1134 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195140.000000 Penalty: 46572.468750
Iteration 172Q: 75 clusters Score -5.819514e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 35244 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 131788 members 
Mstep: Class 8 contains 96133 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10401 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 112718 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 111921 members 
Mstep: Class 17 contains 16951 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 128263 members 
Mstep: Class 25 contains 1418 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 58833 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 288 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1086 members 
Mstep: Class 39 contains 47241 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2246 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1974 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 604 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1526 members 
Mstep: Class 57 contains 360 members 
Mstep: Class 58 contains 584 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 101543 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5974 members 
Mstep: Class 69 contains 1109 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1144 members 
Mstep: Class 73 contains 634 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195300.000000 Penalty: 46572.468750
Iteration 173Q: 75 clusters Score -5.81953e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 3580 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 35194 members 
Mstep: Class 6 contains 11880 members 
Mstep: Class 7 contains 131583 members 
Mstep: Class 8 contains 96047 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 72948 members 
Mstep: Class 14 contains 113084 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 112050 members 
Mstep: Class 17 contains 16957 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7480 members 
Mstep: Class 24 contains 128192 members 
Mstep: Class 25 contains 1460 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 59671 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 46996 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2247 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1970 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 601 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1531 members 
Mstep: Class 57 contains 362 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 100889 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 5994 members 
Mstep: Class 69 contains 1108 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1150 members 
Mstep: Class 73 contains 633 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195084.000000 Penalty: 46572.468750
Iteration 174Q: 75 clusters Score -5.819508e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 3574 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 35148 members 
Mstep: Class 6 contains 11865 members 
Mstep: Class 7 contains 131361 members 
Mstep: Class 8 contains 95897 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10388 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 113499 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 112145 members 
Mstep: Class 17 contains 16965 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7447 members 
Mstep: Class 24 contains 128112 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 60445 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 281 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 46763 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2249 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1967 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 591 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 362 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 100361 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6020 members 
Mstep: Class 69 contains 1110 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1163 members 
Mstep: Class 73 contains 633 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195232.000000 Penalty: 46572.468750
Iteration 175Q: 75 clusters Score -5.819523e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11505 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 35104 members 
Mstep: Class 6 contains 11851 members 
Mstep: Class 7 contains 131128 members 
Mstep: Class 8 contains 95766 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 113940 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 112224 members 
Mstep: Class 17 contains 16975 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7412 members 
Mstep: Class 24 contains 128049 members 
Mstep: Class 25 contains 1545 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 61194 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 279 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1065 members 
Mstep: Class 39 contains 46478 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2250 members 
Mstep: Class 43 contains 424 members 
Mstep: Class 44 contains 1965 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 580 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1536 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 99861 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6041 members 
Mstep: Class 69 contains 1114 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1176 members 
Mstep: Class 73 contains 633 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195220.000000 Penalty: 46572.468750
Iteration 176Q: 75 clusters Score -5.819522e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 35060 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 130881 members 
Mstep: Class 8 contains 95654 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10373 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 114374 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 112399 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 127991 members 
Mstep: Class 25 contains 1602 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 61894 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 277 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1059 members 
Mstep: Class 39 contains 46168 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2252 members 
Mstep: Class 43 contains 424 members 
Mstep: Class 44 contains 1962 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 567 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 364 members 
Mstep: Class 58 contains 577 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 99327 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6067 members 
Mstep: Class 69 contains 1116 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1190 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195324.000000 Penalty: 46572.468750
Iteration 177Q: 75 clusters Score -5.819532e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 3553 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 35017 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 130600 members 
Mstep: Class 8 contains 95516 members 
Mstep: Class 9 contains 14545 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10368 members 
Mstep: Class 13 contains 72946 members 
Mstep: Class 14 contains 114773 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 112500 members 
Mstep: Class 17 contains 16999 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7322 members 
Mstep: Class 24 contains 127951 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 62646 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 275 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1055 members 
Mstep: Class 39 contains 45925 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2253 members 
Mstep: Class 43 contains 423 members 
Mstep: Class 44 contains 1962 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 372 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 577 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 98798 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6096 members 
Mstep: Class 69 contains 1116 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1200 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195132.000000 Penalty: 46572.468750
Iteration 178Q: 75 clusters Score -5.819513e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 34972 members 
Mstep: Class 6 contains 11806 members 
Mstep: Class 7 contains 130282 members 
Mstep: Class 8 contains 95386 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10360 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 115130 members 
Mstep: Class 15 contains 6091 members 
Mstep: Class 16 contains 112588 members 
Mstep: Class 17 contains 17005 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7272 members 
Mstep: Class 24 contains 127929 members 
Mstep: Class 25 contains 1737 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 63417 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1053 members 
Mstep: Class 39 contains 45700 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2254 members 
Mstep: Class 43 contains 423 members 
Mstep: Class 44 contains 1960 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 372 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 551 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 98305 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6137 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1206 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195176.000000 Penalty: 46572.468750
Iteration 179Q: 75 clusters Score -5.819518e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 34929 members 
Mstep: Class 6 contains 11781 members 
Mstep: Class 7 contains 129999 members 
Mstep: Class 8 contains 95244 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 115525 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 112663 members 
Mstep: Class 17 contains 17002 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 127919 members 
Mstep: Class 25 contains 1806 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 64106 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1050 members 
Mstep: Class 39 contains 45445 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2248 members 
Mstep: Class 43 contains 422 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 372 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 545 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 97866 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 81 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 203 members 
Mstep: Class 68 contains 6181 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1212 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195432.000000 Penalty: 46572.468750
Iteration 180F: 75 clusters Score -5.819543e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 34876 members 
Mstep: Class 6 contains 11764 members 
Mstep: Class 7 contains 129729 members 
Mstep: Class 8 contains 95081 members 
Mstep: Class 9 contains 14552 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 10336 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 115953 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 112772 members 
Mstep: Class 17 contains 16972 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 127877 members 
Mstep: Class 25 contains 1878 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 267 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 64774 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1049 members 
Mstep: Class 39 contains 45168 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2242 members 
Mstep: Class 43 contains 422 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 536 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 97462 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 82 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 210 members 
Mstep: Class 68 contains 6233 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195504.000000 Penalty: 46572.468750
Iteration 181Q: 75 clusters Score -5.81955e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 5 contains 34818 members 
Mstep: Class 6 contains 11741 members 
Mstep: Class 7 contains 129452 members 
Mstep: Class 8 contains 94969 members 
Mstep: Class 9 contains 14559 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 116382 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 112824 members 
Mstep: Class 17 contains 16934 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7143 members 
Mstep: Class 24 contains 127853 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 65476 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 292 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1047 members 
Mstep: Class 39 contains 44856 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 198 members 
Mstep: Class 42 contains 2237 members 
Mstep: Class 43 contains 420 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 530 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 97071 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 84 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6279 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1227 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195400.000000 Penalty: 46572.468750
Iteration 182Q: 75 clusters Score -5.81954e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 3540 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 34776 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 129201 members 
Mstep: Class 8 contains 94829 members 
Mstep: Class 9 contains 14562 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 10318 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 116813 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 112873 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 127841 members 
Mstep: Class 25 contains 2033 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 66159 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 287 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 1042 members 
Mstep: Class 39 contains 44563 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 199 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 418 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 527 members 
Mstep: Class 51 contains 180 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 96702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 88 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 214 members 
Mstep: Class 68 contains 6325 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1230 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195492.000000 Penalty: 46572.468750
Iteration 183Q: 75 clusters Score -5.819549e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 34734 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 128943 members 
Mstep: Class 8 contains 94667 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 117264 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 112884 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 127776 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 66844 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 1038 members 
Mstep: Class 39 contains 44268 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 199 members 
Mstep: Class 42 contains 2223 members 
Mstep: Class 43 contains 416 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 370 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 523 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 96385 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 91 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 214 members 
Mstep: Class 68 contains 6374 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1234 members 
Mstep: Class 73 contains 632 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195432.000000 Penalty: 46572.468750
Iteration 184Q: 75 clusters Score -5.819543e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 4666 members 
Mstep: Class 5 contains 34707 members 
Mstep: Class 6 contains 11682 members 
Mstep: Class 7 contains 128684 members 
Mstep: Class 8 contains 94558 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 10296 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 117653 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 112905 members 
Mstep: Class 17 contains 16735 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 127698 members 
Mstep: Class 25 contains 2202 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 67537 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 238 members 
Mstep: Class 38 contains 1038 members 
Mstep: Class 39 contains 43985 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 200 members 
Mstep: Class 42 contains 2210 members 
Mstep: Class 43 contains 413 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 370 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 184 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 96089 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 92 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 260 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6432 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1238 members 
Mstep: Class 73 contains 633 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195412.000000 Penalty: 46572.468750
Iteration 185Q: 75 clusters Score -5.819541e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 34678 members 
Mstep: Class 6 contains 11661 members 
Mstep: Class 7 contains 128409 members 
Mstep: Class 8 contains 94454 members 
Mstep: Class 9 contains 14565 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 10288 members 
Mstep: Class 13 contains 72944 members 
Mstep: Class 14 contains 118088 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 112908 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6955 members 
Mstep: Class 24 contains 127626 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 68275 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 274 members 
Mstep: Class 37 contains 238 members 
Mstep: Class 38 contains 1037 members 
Mstep: Class 39 contains 43654 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 202 members 
Mstep: Class 42 contains 2204 members 
Mstep: Class 43 contains 412 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 369 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 184 members 
Mstep: Class 56 contains 1540 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 95783 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 94 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6475 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1241 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195376.000000 Penalty: 46572.468750
Iteration 186Q: 75 clusters Score -5.819538e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 34638 members 
Mstep: Class 6 contains 11646 members 
Mstep: Class 7 contains 128164 members 
Mstep: Class 8 contains 94308 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 72943 members 
Mstep: Class 14 contains 118535 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 112890 members 
Mstep: Class 17 contains 16619 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6903 members 
Mstep: Class 24 contains 127556 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 68947 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 43349 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 203 members 
Mstep: Class 42 contains 2199 members 
Mstep: Class 43 contains 408 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 369 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1541 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 95528 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6512 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195152.000000 Penalty: 46572.468750
Iteration 187Q: 75 clusters Score -5.819515e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 34579 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 127929 members 
Mstep: Class 8 contains 94178 members 
Mstep: Class 9 contains 14571 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 72942 members 
Mstep: Class 14 contains 119012 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 112782 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6867 members 
Mstep: Class 24 contains 127483 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 69658 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 43008 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 204 members 
Mstep: Class 42 contains 2196 members 
Mstep: Class 43 contains 406 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 369 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1541 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 95302 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 91 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6540 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195264.000000 Penalty: 46572.468750
Iteration 188Q: 75 clusters Score -5.819526e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 34519 members 
Mstep: Class 6 contains 11620 members 
Mstep: Class 7 contains 127658 members 
Mstep: Class 8 contains 93975 members 
Mstep: Class 9 contains 14578 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 10282 members 
Mstep: Class 13 contains 72942 members 
Mstep: Class 14 contains 119521 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 112690 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6820 members 
Mstep: Class 24 contains 127414 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 70361 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 42700 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 205 members 
Mstep: Class 42 contains 2193 members 
Mstep: Class 43 contains 409 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 369 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1541 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 95098 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 85 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6566 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195376.000000 Penalty: 46572.468750
Iteration 189Q: 75 clusters Score -5.819538e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 34453 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 127376 members 
Mstep: Class 8 contains 93784 members 
Mstep: Class 9 contains 14583 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10275 members 
Mstep: Class 13 contains 72943 members 
Mstep: Class 14 contains 120004 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 112613 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6781 members 
Mstep: Class 24 contains 127345 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 71043 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 42414 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2184 members 
Mstep: Class 43 contains 405 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1541 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 94921 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 73 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6600 members 
Mstep: Class 69 contains 1118 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195412.000000 Penalty: 46572.468750
Iteration 190Q: 75 clusters Score -5.819541e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 34403 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 127108 members 
Mstep: Class 8 contains 93606 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10265 members 
Mstep: Class 13 contains 72943 members 
Mstep: Class 14 contains 120470 members 
Mstep: Class 15 contains 6101 members 
Mstep: Class 16 contains 112548 members 
Mstep: Class 17 contains 16414 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 127278 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 71729 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 42149 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2178 members 
Mstep: Class 43 contains 404 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1539 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 94716 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 68 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6616 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195700.000000 Penalty: 46572.468750
Iteration 191Q: 75 clusters Score -5.81957e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 34360 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 126860 members 
Mstep: Class 8 contains 93431 members 
Mstep: Class 9 contains 14589 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10259 members 
Mstep: Class 13 contains 72942 members 
Mstep: Class 14 contains 120889 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 112480 members 
Mstep: Class 17 contains 16339 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 127189 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 72450 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 41927 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2174 members 
Mstep: Class 43 contains 401 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 94483 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6623 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195852.000000 Penalty: 46572.468750
Iteration 192Q: 75 clusters Score -5.819585e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 126606 members 
Mstep: Class 8 contains 93284 members 
Mstep: Class 9 contains 14589 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 72941 members 
Mstep: Class 14 contains 121267 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 112388 members 
Mstep: Class 17 contains 16268 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6663 members 
Mstep: Class 24 contains 127111 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 73124 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 41711 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2169 members 
Mstep: Class 43 contains 400 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 94317 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6628 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195912.000000 Penalty: 46572.468750
Iteration 193Q: 75 clusters Score -5.819591e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 34237 members 
Mstep: Class 6 contains 11572 members 
Mstep: Class 7 contains 126327 members 
Mstep: Class 8 contains 93166 members 
Mstep: Class 9 contains 14589 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10250 members 
Mstep: Class 13 contains 72940 members 
Mstep: Class 14 contains 121662 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 112312 members 
Mstep: Class 17 contains 16223 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 127028 members 
Mstep: Class 25 contains 2917 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 73789 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 41438 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 401 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 94143 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6634 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196260.000000 Penalty: 46572.468750
Iteration 194Q: 75 clusters Score -5.819626e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 11568 members 
Mstep: Class 7 contains 126067 members 
Mstep: Class 8 contains 93066 members 
Mstep: Class 9 contains 14590 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10243 members 
Mstep: Class 13 contains 72940 members 
Mstep: Class 14 contains 122010 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 112200 members 
Mstep: Class 17 contains 16166 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 126990 members 
Mstep: Class 25 contains 3009 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 74446 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1029 members 
Mstep: Class 39 contains 41186 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2158 members 
Mstep: Class 43 contains 402 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 93966 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6648 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196436.000000 Penalty: 46572.468750
Iteration 195Q: 75 clusters Score -5.819644e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 34131 members 
Mstep: Class 6 contains 11556 members 
Mstep: Class 7 contains 125813 members 
Mstep: Class 8 contains 92968 members 
Mstep: Class 9 contains 14591 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10240 members 
Mstep: Class 13 contains 72939 members 
Mstep: Class 14 contains 122311 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 112086 members 
Mstep: Class 17 contains 16098 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6569 members 
Mstep: Class 24 contains 126924 members 
Mstep: Class 25 contains 3097 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 75102 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 40984 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2153 members 
Mstep: Class 43 contains 397 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 93806 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6653 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196572.000000 Penalty: 46572.468750
Iteration 196Q: 75 clusters Score -5.819657e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 34076 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 125580 members 
Mstep: Class 8 contains 92845 members 
Mstep: Class 9 contains 14595 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 72938 members 
Mstep: Class 14 contains 122625 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 111955 members 
Mstep: Class 17 contains 16031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 126864 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 75731 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 1010 members 
Mstep: Class 39 contains 40787 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2148 members 
Mstep: Class 43 contains 394 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 93680 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6658 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196808.000000 Penalty: 46572.468750
Iteration 197Q: 75 clusters Score -5.819681e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 4553 members 
Mstep: Class 5 contains 34028 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 125295 members 
Mstep: Class 8 contains 92711 members 
Mstep: Class 9 contains 14593 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 122938 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 111834 members 
Mstep: Class 17 contains 15968 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 126807 members 
Mstep: Class 25 contains 3265 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76334 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 999 members 
Mstep: Class 39 contains 40600 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2145 members 
Mstep: Class 43 contains 394 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 93587 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6666 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196820.000000 Penalty: 46572.468750
Iteration 198Q: 75 clusters Score -5.819682e+07 nChanged 2220
Entering ConstructFrom: 
Score: -58196820.000000 Penalty: 46572.468750
Entering ConstructFrom: 
Trying to split cluster 1 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12010.155273 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12010.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11747.980469 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11747.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11869.381836 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11869.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11903.957031 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11903.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11909.453125 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -11909.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11920.216797 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -11920.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11926.738281 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11926.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11929.537109 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11929.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11931.166016 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11931.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11931.623047 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11931.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11932.106445 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11932.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11932.106445 Penalty: 497.976624
	Iteration 10F: 3 clusters Score -11932.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -705451.562500 Penalty: 425.473145
	Iteration 0F: 2 clusters Score -705451.6 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 5630 members 
Entering Unmasked Estep 
Score: -697739.437500 Penalty: 850.946289
	Iteration 0F: 3 clusters Score -697739.4 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -701385.875000 Penalty: 850.946289
	Iteration 1F: 3 clusters Score -701385.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -702177.062500 Penalty: 850.946289
	Iteration 2F: 3 clusters Score -702177.1 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -703196.812500 Penalty: 850.946289
	Iteration 3F: 3 clusters Score -703196.8 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -704093.875000 Penalty: 850.946289
	Iteration 4F: 3 clusters Score -704093.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -704652.750000 Penalty: 850.946289
	Iteration 5Q: 3 clusters Score -704652.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -704889.500000 Penalty: 850.946289
	Iteration 6Q: 3 clusters Score -704889.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -704985.812500 Penalty: 850.946289
	Iteration 7Q: 3 clusters Score -704985.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -705035.375000 Penalty: 850.946289
	Iteration 8Q: 3 clusters Score -705035.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -705049.250000 Penalty: 850.946289
	Iteration 9Q: 3 clusters Score -705049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -705059.562500 Penalty: 850.946289
	Iteration 10Q: 3 clusters Score -705059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -705063.375000 Penalty: 850.946289
	Iteration 11Q: 3 clusters Score -705063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -705066.062500 Penalty: 850.946289
	Iteration 12Q: 3 clusters Score -705066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -705070.750000 Penalty: 850.946289
	Iteration 13Q: 3 clusters Score -705070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -705071.937500 Penalty: 850.946289
	Iteration 14Q: 3 clusters Score -705071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -705074.125000 Penalty: 850.946289
	Iteration 15Q: 3 clusters Score -705074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -705080.125000 Penalty: 850.946289
	Iteration 16Q: 3 clusters Score -705080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -705080.125000 Penalty: 850.946289
	Iteration 17F: 3 clusters Score -705080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Entering Unmasked Estep 
Score: -181395.875000 Penalty: 371.186432
	Iteration 0F: 2 clusters Score -181395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -178974.484375 Penalty: 742.372864
	Iteration 0F: 3 clusters Score -178974.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -179982.921875 Penalty: 742.372864
	Iteration 1F: 3 clusters Score -179982.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -180201.203125 Penalty: 742.372864
	Iteration 2F: 3 clusters Score -180201.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -180392.125000 Penalty: 742.372864
	Iteration 3F: 3 clusters Score -180392.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -180592.609375 Penalty: 742.372864
	Iteration 4F: 3 clusters Score -180592.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -180744.093750 Penalty: 742.372864
	Iteration 5F: 3 clusters Score -180744.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -180872.859375 Penalty: 742.372864
	Iteration 6Q: 3 clusters Score -180872.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -180957.625000 Penalty: 742.372864
	Iteration 7Q: 3 clusters Score -180957.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -181006.078125 Penalty: 742.372864
	Iteration 8Q: 3 clusters Score -181006.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -181042.781250 Penalty: 742.372864
	Iteration 9Q: 3 clusters Score -181042.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -181076.187500 Penalty: 742.372864
	Iteration 10Q: 3 clusters Score -181076.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -181126.375000 Penalty: 742.372864
	Iteration 11Q: 3 clusters Score -181126.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -181173.375000 Penalty: 742.372864
	Iteration 12Q: 3 clusters Score -181173.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -181214.296875 Penalty: 742.372864
	Iteration 13Q: 3 clusters Score -181214.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -181247.218750 Penalty: 742.372864
	Iteration 14Q: 3 clusters Score -181247.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -181283.375000 Penalty: 742.372864
	Iteration 15Q: 3 clusters Score -181283.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -181306.218750 Penalty: 742.372864
	Iteration 16Q: 3 clusters Score -181306.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -181331.062500 Penalty: 742.372864
	Iteration 17Q: 3 clusters Score -181331.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -181347.062500 Penalty: 742.372864
	Iteration 18Q: 3 clusters Score -181347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -181353.296875 Penalty: 742.372864
	Iteration 19Q: 3 clusters Score -181353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -181356.343750 Penalty: 742.372864
	Iteration 20F: 3 clusters Score -181356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -181358.718750 Penalty: 742.372864
	Iteration 21Q: 3 clusters Score -181358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -181360.968750 Penalty: 742.372864
	Iteration 22Q: 3 clusters Score -181361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -181361.765625 Penalty: 742.372864
	Iteration 23Q: 3 clusters Score -181361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -181362.984375 Penalty: 742.372864
	Iteration 24Q: 3 clusters Score -181363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -181363.765625 Penalty: 742.372864
	Iteration 25Q: 3 clusters Score -181363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -181365.390625 Penalty: 742.372864
	Iteration 26Q: 3 clusters Score -181365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -181366.265625 Penalty: 742.372864
	Iteration 27Q: 3 clusters Score -181366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -181367.890625 Penalty: 742.372864
	Iteration 28Q: 3 clusters Score -181367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -181368.843750 Penalty: 742.372864
	Iteration 29Q: 3 clusters Score -181368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -181370.500000 Penalty: 742.372864
	Iteration 30Q: 3 clusters Score -181370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -181371.625000 Penalty: 742.372864
	Iteration 31Q: 3 clusters Score -181371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -181372.171875 Penalty: 742.372864
	Iteration 32Q: 3 clusters Score -181372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -181372.296875 Penalty: 742.372864
	Iteration 33Q: 3 clusters Score -181372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -181372.375000 Penalty: 742.372864
	Iteration 34Q: 3 clusters Score -181372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -181372.375000 Penalty: 742.372864
	Iteration 35F: 3 clusters Score -181372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -277705.062500 Penalty: 383.221130
	Iteration 0F: 2 clusters Score -277705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -274610.906250 Penalty: 766.442261
	Iteration 0F: 3 clusters Score -274610.9 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -275756.000000 Penalty: 766.442261
	Iteration 1F: 3 clusters Score -275756 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -275921.406250 Penalty: 766.442261
	Iteration 2F: 3 clusters Score -275921.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -276103.468750 Penalty: 766.442261
	Iteration 3F: 3 clusters Score -276103.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -276281.625000 Penalty: 766.442261
	Iteration 4F: 3 clusters Score -276281.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -276463.593750 Penalty: 766.442261
	Iteration 5F: 3 clusters Score -276463.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -276597.093750 Penalty: 766.442261
	Iteration 6Q: 3 clusters Score -276597.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -276677.312500 Penalty: 766.442261
	Iteration 7Q: 3 clusters Score -276677.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -276735.781250 Penalty: 766.442261
	Iteration 8Q: 3 clusters Score -276735.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -276787.656250 Penalty: 766.442261
	Iteration 9Q: 3 clusters Score -276787.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -276831.906250 Penalty: 766.442261
	Iteration 10Q: 3 clusters Score -276831.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -276868.531250 Penalty: 766.442261
	Iteration 11Q: 3 clusters Score -276868.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -276907.593750 Penalty: 766.442261
	Iteration 12Q: 3 clusters Score -276907.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -276941.093750 Penalty: 766.442261
	Iteration 13Q: 3 clusters Score -276941.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -276964.437500 Penalty: 766.442261
	Iteration 14Q: 3 clusters Score -276964.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -276980.343750 Penalty: 766.442261
	Iteration 15Q: 3 clusters Score -276980.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -276995.343750 Penalty: 766.442261
	Iteration 16Q: 3 clusters Score -276995.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -277007.875000 Penalty: 766.442261
	Iteration 17Q: 3 clusters Score -277007.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -277021.312500 Penalty: 766.442261
	Iteration 18Q: 3 clusters Score -277021.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -277034.062500 Penalty: 766.442261
	Iteration 19Q: 3 clusters Score -277034.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277045.156250 Penalty: 766.442261
	Iteration 20F: 3 clusters Score -277045.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -277058.687500 Penalty: 766.442261
	Iteration 21Q: 3 clusters Score -277058.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277068.531250 Penalty: 766.442261
	Iteration 22Q: 3 clusters Score -277068.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277074.562500 Penalty: 766.442261
	Iteration 23Q: 3 clusters Score -277074.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277077.968750 Penalty: 766.442261
	Iteration 24Q: 3 clusters Score -277078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -277080.437500 Penalty: 766.442261
	Iteration 25Q: 3 clusters Score -277080.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -277084.093750 Penalty: 766.442261
	Iteration 26Q: 3 clusters Score -277084.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -277087.250000 Penalty: 766.442261
	Iteration 27Q: 3 clusters Score -277087.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -277089.531250 Penalty: 766.442261
	Iteration 28Q: 3 clusters Score -277089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277094.218750 Penalty: 766.442261
	Iteration 29Q: 3 clusters Score -277094.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -277102.781250 Penalty: 766.442261
	Iteration 30Q: 3 clusters Score -277102.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -277108.593750 Penalty: 766.442261
	Iteration 31Q: 3 clusters Score -277108.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -277111.812500 Penalty: 766.442261
	Iteration 32Q: 3 clusters Score -277111.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -277115.031250 Penalty: 766.442261
	Iteration 33Q: 3 clusters Score -277115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -277118.468750 Penalty: 766.442261
	Iteration 34Q: 3 clusters Score -277118.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -277122.656250 Penalty: 766.442261
	Iteration 35Q: 3 clusters Score -277122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -277129.750000 Penalty: 766.442261
	Iteration 36Q: 3 clusters Score -277129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -277137.250000 Penalty: 766.442261
	Iteration 37Q: 3 clusters Score -277137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -277148.687500 Penalty: 766.442261
	Iteration 38Q: 3 clusters Score -277148.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -277155.093750 Penalty: 766.442261
	Iteration 39Q: 3 clusters Score -277155.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -277159.156250 Penalty: 766.442261
	Iteration 40F: 3 clusters Score -277159.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -277163.687500 Penalty: 766.442261
	Iteration 41Q: 3 clusters Score -277163.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -277167.500000 Penalty: 766.442261
	Iteration 42Q: 3 clusters Score -277167.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -277173.343750 Penalty: 766.442261
	Iteration 43Q: 3 clusters Score -277173.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -277184.281250 Penalty: 766.442261
	Iteration 44Q: 3 clusters Score -277184.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -277203.093750 Penalty: 766.442261
	Iteration 45Q: 3 clusters Score -277203.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277233.500000 Penalty: 766.442261
	Iteration 46Q: 3 clusters Score -277233.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277262.437500 Penalty: 766.442261
	Iteration 47Q: 3 clusters Score -277262.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -277284.781250 Penalty: 766.442261
	Iteration 48Q: 3 clusters Score -277284.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -277306.468750 Penalty: 766.442261
	Iteration 49Q: 3 clusters Score -277306.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -277325.718750 Penalty: 766.442261
	Iteration 50Q: 3 clusters Score -277325.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -277343.656250 Penalty: 766.442261
	Iteration 51Q: 3 clusters Score -277343.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -277362.312500 Penalty: 766.442261
	Iteration 52Q: 3 clusters Score -277362.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -277373.718750 Penalty: 766.442261
	Iteration 53Q: 3 clusters Score -277373.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -277383.281250 Penalty: 766.442261
	Iteration 54Q: 3 clusters Score -277383.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -277391.531250 Penalty: 766.442261
	Iteration 55Q: 3 clusters Score -277391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -277398.531250 Penalty: 766.442261
	Iteration 56Q: 3 clusters Score -277398.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -277405.625000 Penalty: 766.442261
	Iteration 57Q: 3 clusters Score -277405.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -277412.156250 Penalty: 766.442261
	Iteration 58Q: 3 clusters Score -277412.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -277419.312500 Penalty: 766.442261
	Iteration 59Q: 3 clusters Score -277419.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -277424.562500 Penalty: 766.442261
	Iteration 60F: 3 clusters Score -277424.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -277427.250000 Penalty: 766.442261
	Iteration 61Q: 3 clusters Score -277427.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -277430.968750 Penalty: 766.442261
	Iteration 62Q: 3 clusters Score -277431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -277433.656250 Penalty: 766.442261
	Iteration 63Q: 3 clusters Score -277433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -277435.031250 Penalty: 766.442261
	Iteration 64Q: 3 clusters Score -277435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -277437.375000 Penalty: 766.442261
	Iteration 65Q: 3 clusters Score -277437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -277438.781250 Penalty: 766.442261
	Iteration 66Q: 3 clusters Score -277438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -277441.812500 Penalty: 766.442261
	Iteration 67Q: 3 clusters Score -277441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -277442.125000 Penalty: 766.442261
	Iteration 68Q: 3 clusters Score -277442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -277443.562500 Penalty: 766.442261
	Iteration 69Q: 3 clusters Score -277443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -277443.625000 Penalty: 766.442261
	Iteration 70Q: 3 clusters Score -277443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -277443.906250 Penalty: 766.442261
	Iteration 71Q: 3 clusters Score -277443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -277443.500000 Penalty: 766.442261
	Iteration 72Q: 3 clusters Score -277443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -277444.593750 Penalty: 766.442261
	Iteration 73Q: 3 clusters Score -277444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -277444.562500 Penalty: 766.442261
	Iteration 74Q: 3 clusters Score -277444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -277444.531250 Penalty: 766.442261
	Iteration 75Q: 3 clusters Score -277444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -277444.281250 Penalty: 766.442261
	Iteration 76Q: 3 clusters Score -277444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -277444.531250 Penalty: 766.442261
	Iteration 77Q: 3 clusters Score -277444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -277444.437500 Penalty: 766.442261
	Iteration 78Q: 3 clusters Score -277444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -277444.937500 Penalty: 766.442261
	Iteration 79Q: 3 clusters Score -277444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -277444.343750 Penalty: 766.442261
	Iteration 80F: 3 clusters Score -277444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Entering Unmasked Estep 
Score: -2042459.875000 Penalty: 474.720154
	Iteration 0F: 2 clusters Score -2042460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2019869.875000 Penalty: 949.440308
	Iteration 0F: 3 clusters Score -2019870 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2029231.625000 Penalty: 949.440308
	Iteration 1F: 3 clusters Score -2029232 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2029515.375000 Penalty: 949.440308
	Iteration 2Q: 3 clusters Score -2029515 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2029850.875000 Penalty: 949.440308
	Iteration 3Q: 3 clusters Score -2029851 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2030330.875000 Penalty: 949.440308
	Iteration 4Q: 3 clusters Score -2030331 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2031056.875000 Penalty: 949.440308
	Iteration 5F: 3 clusters Score -2031057 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2032031.000000 Penalty: 949.440308
	Iteration 6F: 3 clusters Score -2032031 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2033214.875000 Penalty: 949.440308
	Iteration 7F: 3 clusters Score -2033215 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2034513.250000 Penalty: 949.440308
	Iteration 8F: 3 clusters Score -2034513 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2035842.125000 Penalty: 949.440308
	Iteration 9F: 3 clusters Score -2035842 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2037086.250000 Penalty: 949.440308
	Iteration 10Q: 3 clusters Score -2037086 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2038249.125000 Penalty: 949.440308
	Iteration 11Q: 3 clusters Score -2038249 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2039107.625000 Penalty: 949.440308
	Iteration 12Q: 3 clusters Score -2039108 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2039626.375000 Penalty: 949.440308
	Iteration 13Q: 3 clusters Score -2039626 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2039949.875000 Penalty: 949.440308
	Iteration 14Q: 3 clusters Score -2039950 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2040200.375000 Penalty: 949.440308
	Iteration 15Q: 3 clusters Score -2040200 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2040431.500000 Penalty: 949.440308
	Iteration 16Q: 3 clusters Score -2040432 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2040663.875000 Penalty: 949.440308
	Iteration 17Q: 3 clusters Score -2040664 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2040878.750000 Penalty: 949.440308
	Iteration 18Q: 3 clusters Score -2040879 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2041049.500000 Penalty: 949.440308
	Iteration 19Q: 3 clusters Score -2041050 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2041178.500000 Penalty: 949.440308
	Iteration 20F: 3 clusters Score -2041178 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2041276.625000 Penalty: 949.440308
	Iteration 21Q: 3 clusters Score -2041277 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2041368.250000 Penalty: 949.440308
	Iteration 22Q: 3 clusters Score -2041368 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2041436.500000 Penalty: 949.440308
	Iteration 23Q: 3 clusters Score -2041436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2041508.250000 Penalty: 949.440308
	Iteration 24Q: 3 clusters Score -2041508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2041570.500000 Penalty: 949.440308
	Iteration 25Q: 3 clusters Score -2041570 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2041633.500000 Penalty: 949.440308
	Iteration 26Q: 3 clusters Score -2041634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2041671.750000 Penalty: 949.440308
	Iteration 27Q: 3 clusters Score -2041672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2041729.375000 Penalty: 949.440308
	Iteration 28Q: 3 clusters Score -2041729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2041771.125000 Penalty: 949.440308
	Iteration 29Q: 3 clusters Score -2041771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2041799.125000 Penalty: 949.440308
	Iteration 30Q: 3 clusters Score -2041799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2041841.000000 Penalty: 949.440308
	Iteration 31Q: 3 clusters Score -2041841 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2041877.500000 Penalty: 949.440308
	Iteration 32Q: 3 clusters Score -2041878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2041915.250000 Penalty: 949.440308
	Iteration 33Q: 3 clusters Score -2041915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2041946.250000 Penalty: 949.440308
	Iteration 34Q: 3 clusters Score -2041946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2041963.375000 Penalty: 949.440308
	Iteration 35Q: 3 clusters Score -2041963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2041980.125000 Penalty: 949.440308
	Iteration 36Q: 3 clusters Score -2041980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2041986.125000 Penalty: 949.440308
	Iteration 37Q: 3 clusters Score -2041986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2041999.000000 Penalty: 949.440308
	Iteration 38Q: 3 clusters Score -2041999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2042008.125000 Penalty: 949.440308
	Iteration 39Q: 3 clusters Score -2042008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2042014.625000 Penalty: 949.440308
	Iteration 40F: 3 clusters Score -2042015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2042026.500000 Penalty: 949.440308
	Iteration 41Q: 3 clusters Score -2042026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2042030.500000 Penalty: 949.440308
	Iteration 42Q: 3 clusters Score -2042030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2042037.125000 Penalty: 949.440308
	Iteration 43Q: 3 clusters Score -2042037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2042046.000000 Penalty: 949.440308
	Iteration 44Q: 3 clusters Score -2042046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2042050.125000 Penalty: 949.440308
	Iteration 45Q: 3 clusters Score -2042050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2042053.750000 Penalty: 949.440308
	Iteration 46Q: 3 clusters Score -2042054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2042062.125000 Penalty: 949.440308
	Iteration 47Q: 3 clusters Score -2042062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2042064.125000 Penalty: 949.440308
	Iteration 48Q: 3 clusters Score -2042064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2042071.125000 Penalty: 949.440308
	Iteration 49Q: 3 clusters Score -2042071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2042070.000000 Penalty: 949.440308
	Iteration 50Q: 3 clusters Score -2042070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2042067.500000 Penalty: 949.440308
	Iteration 51Q: 3 clusters Score -2042068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2042073.500000 Penalty: 949.440308
	Iteration 52Q: 3 clusters Score -2042074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2042073.000000 Penalty: 949.440308
	Iteration 53Q: 3 clusters Score -2042073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2042074.250000 Penalty: 949.440308
	Iteration 54Q: 3 clusters Score -2042074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2042077.125000 Penalty: 949.440308
	Iteration 55Q: 3 clusters Score -2042077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2042078.625000 Penalty: 949.440308
	Iteration 56Q: 3 clusters Score -2042079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2042080.625000 Penalty: 949.440308
	Iteration 57Q: 3 clusters Score -2042081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2042080.250000 Penalty: 949.440308
	Iteration 58Q: 3 clusters Score -2042080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2042080.750000 Penalty: 949.440308
	Iteration 59Q: 3 clusters Score -2042081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2042080.250000 Penalty: 949.440308
	Iteration 60F: 3 clusters Score -2042080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2042080.375000 Penalty: 949.440308
	Iteration 61Q: 3 clusters Score -2042080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2042081.250000 Penalty: 949.440308
	Iteration 62Q: 3 clusters Score -2042081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2042083.125000 Penalty: 949.440308
	Iteration 63Q: 3 clusters Score -2042083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2042082.375000 Penalty: 949.440308
	Iteration 64Q: 3 clusters Score -2042082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2042086.875000 Penalty: 949.440308
	Iteration 65Q: 3 clusters Score -2042087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2042084.500000 Penalty: 949.440308
	Iteration 66Q: 3 clusters Score -2042084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2042085.625000 Penalty: 949.440308
	Iteration 67Q: 3 clusters Score -2042086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2042085.625000 Penalty: 949.440308
	Iteration 68Q: 3 clusters Score -2042086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2042085.250000 Penalty: 949.440308
	Iteration 69Q: 3 clusters Score -2042085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2042087.125000 Penalty: 949.440308
	Iteration 70Q: 3 clusters Score -2042087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2042086.750000 Penalty: 949.440308
	Iteration 71Q: 3 clusters Score -2042087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2042086.750000 Penalty: 949.440308
	Iteration 72F: 3 clusters Score -2042087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Entering Unmasked Estep 
Score: -691722.812500 Penalty: 425.563965
	Iteration 0F: 2 clusters Score -691722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -684010.312500 Penalty: 851.127930
	Iteration 0F: 3 clusters Score -684010.3 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -687171.937500 Penalty: 851.127930
	Iteration 1F: 3 clusters Score -687171.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -687429.000000 Penalty: 851.127930
	Iteration 2F: 3 clusters Score -687429 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -687687.625000 Penalty: 851.127930
	Iteration 3F: 3 clusters Score -687687.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -687980.937500 Penalty: 851.127930
	Iteration 4F: 3 clusters Score -687980.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -688307.562500 Penalty: 851.127930
	Iteration 5F: 3 clusters Score -688307.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -688621.125000 Penalty: 851.127930
	Iteration 6Q: 3 clusters Score -688621.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -688942.187500 Penalty: 851.127930
	Iteration 7Q: 3 clusters Score -688942.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -689295.875000 Penalty: 851.127930
	Iteration 8Q: 3 clusters Score -689295.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -689531.625000 Penalty: 851.127930
	Iteration 9Q: 3 clusters Score -689531.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -689672.125000 Penalty: 851.127930
	Iteration 10Q: 3 clusters Score -689672.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -689762.187500 Penalty: 851.127930
	Iteration 11Q: 3 clusters Score -689762.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -689837.750000 Penalty: 851.127930
	Iteration 12Q: 3 clusters Score -689837.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -689914.437500 Penalty: 851.127930
	Iteration 13Q: 3 clusters Score -689914.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -689997.187500 Penalty: 851.127930
	Iteration 14Q: 3 clusters Score -689997.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -690074.312500 Penalty: 851.127930
	Iteration 15Q: 3 clusters Score -690074.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -690141.375000 Penalty: 851.127930
	Iteration 16Q: 3 clusters Score -690141.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -690211.500000 Penalty: 851.127930
	Iteration 17Q: 3 clusters Score -690211.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -690273.375000 Penalty: 851.127930
	Iteration 18Q: 3 clusters Score -690273.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -690326.375000 Penalty: 851.127930
	Iteration 19Q: 3 clusters Score -690326.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -690386.812500 Penalty: 851.127930
	Iteration 20F: 3 clusters Score -690386.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -690446.437500 Penalty: 851.127930
	Iteration 21Q: 3 clusters Score -690446.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -690492.000000 Penalty: 851.127930
	Iteration 22Q: 3 clusters Score -690492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -690523.875000 Penalty: 851.127930
	Iteration 23Q: 3 clusters Score -690523.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -690555.062500 Penalty: 851.127930
	Iteration 24Q: 3 clusters Score -690555.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -690587.437500 Penalty: 851.127930
	Iteration 25Q: 3 clusters Score -690587.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -690611.625000 Penalty: 851.127930
	Iteration 26Q: 3 clusters Score -690611.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -690629.812500 Penalty: 851.127930
	Iteration 27Q: 3 clusters Score -690629.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -690649.750000 Penalty: 851.127930
	Iteration 28Q: 3 clusters Score -690649.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -690666.687500 Penalty: 851.127930
	Iteration 29Q: 3 clusters Score -690666.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -690680.375000 Penalty: 851.127930
	Iteration 30Q: 3 clusters Score -690680.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -690700.000000 Penalty: 851.127930
	Iteration 31Q: 3 clusters Score -690700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -690723.250000 Penalty: 851.127930
	Iteration 32Q: 3 clusters Score -690723.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -690739.812500 Penalty: 851.127930
	Iteration 33Q: 3 clusters Score -690739.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -690748.875000 Penalty: 851.127930
	Iteration 34Q: 3 clusters Score -690748.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -690757.562500 Penalty: 851.127930
	Iteration 35Q: 3 clusters Score -690757.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -690766.750000 Penalty: 851.127930
	Iteration 36Q: 3 clusters Score -690766.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -690776.437500 Penalty: 851.127930
	Iteration 37Q: 3 clusters Score -690776.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -690790.000000 Penalty: 851.127930
	Iteration 38Q: 3 clusters Score -690790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -690805.062500 Penalty: 851.127930
	Iteration 39Q: 3 clusters Score -690805.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -690824.500000 Penalty: 851.127930
	Iteration 40F: 3 clusters Score -690824.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -690837.312500 Penalty: 851.127930
	Iteration 41Q: 3 clusters Score -690837.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -690850.562500 Penalty: 851.127930
	Iteration 42Q: 3 clusters Score -690850.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -690870.000000 Penalty: 851.127930
	Iteration 43Q: 3 clusters Score -690870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -690881.562500 Penalty: 851.127930
	Iteration 44Q: 3 clusters Score -690881.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -690902.500000 Penalty: 851.127930
	Iteration 45Q: 3 clusters Score -690902.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -690921.937500 Penalty: 851.127930
	Iteration 46Q: 3 clusters Score -690921.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -690951.375000 Penalty: 851.127930
	Iteration 47Q: 3 clusters Score -690951.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -690976.375000 Penalty: 851.127930
	Iteration 48Q: 3 clusters Score -690976.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -691006.437500 Penalty: 851.127930
	Iteration 49Q: 3 clusters Score -691006.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -691037.687500 Penalty: 851.127930
	Iteration 50Q: 3 clusters Score -691037.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -691066.250000 Penalty: 851.127930
	Iteration 51Q: 3 clusters Score -691066.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -691094.812500 Penalty: 851.127930
	Iteration 52Q: 3 clusters Score -691094.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -691120.812500 Penalty: 851.127930
	Iteration 53Q: 3 clusters Score -691120.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -691139.937500 Penalty: 851.127930
	Iteration 54Q: 3 clusters Score -691139.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -691163.125000 Penalty: 851.127930
	Iteration 55Q: 3 clusters Score -691163.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -691182.062500 Penalty: 851.127930
	Iteration 56Q: 3 clusters Score -691182.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -691197.812500 Penalty: 851.127930
	Iteration 57Q: 3 clusters Score -691197.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -691206.437500 Penalty: 851.127930
	Iteration 58Q: 3 clusters Score -691206.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -691219.687500 Penalty: 851.127930
	Iteration 59Q: 3 clusters Score -691219.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -691232.375000 Penalty: 851.127930
	Iteration 60F: 3 clusters Score -691232.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -691243.875000 Penalty: 851.127930
	Iteration 61Q: 3 clusters Score -691243.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -691256.250000 Penalty: 851.127930
	Iteration 62Q: 3 clusters Score -691256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -691267.187500 Penalty: 851.127930
	Iteration 63Q: 3 clusters Score -691267.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -691278.062500 Penalty: 851.127930
	Iteration 64Q: 3 clusters Score -691278.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -691283.500000 Penalty: 851.127930
	Iteration 65Q: 3 clusters Score -691283.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -691289.937500 Penalty: 851.127930
	Iteration 66Q: 3 clusters Score -691289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -691297.187500 Penalty: 851.127930
	Iteration 67Q: 3 clusters Score -691297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -691299.500000 Penalty: 851.127930
	Iteration 68Q: 3 clusters Score -691299.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -691303.625000 Penalty: 851.127930
	Iteration 69Q: 3 clusters Score -691303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -691305.937500 Penalty: 851.127930
	Iteration 70Q: 3 clusters Score -691305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -691305.687500 Penalty: 851.127930
	Iteration 71Q: 3 clusters Score -691305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -691306.062500 Penalty: 851.127930
	Iteration 72Q: 3 clusters Score -691306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -691306.062500 Penalty: 851.127930
	Iteration 73F: 3 clusters Score -691306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Entering Unmasked Estep 
Score: -7341731.000000 Penalty: 534.002380
	Iteration 0F: 2 clusters Score -7341731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -7257726.000000 Penalty: 1068.004761
	Iteration 0F: 3 clusters Score -7257726 nChanged 61360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -7300887.000000 Penalty: 1068.004761
	Iteration 1F: 3 clusters Score -7300887 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -7306351.500000 Penalty: 1068.004761
	Iteration 2F: 3 clusters Score -7306352 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -7313214.500000 Penalty: 1068.004761
	Iteration 3F: 3 clusters Score -7313214 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -7320762.000000 Penalty: 1068.004761
	Iteration 4F: 3 clusters Score -7320762 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -7327812.500000 Penalty: 1068.004761
	Iteration 5F: 3 clusters Score -7327812 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -7332168.000000 Penalty: 1068.004761
	Iteration 6Q: 3 clusters Score -7332168 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -7334268.000000 Penalty: 1068.004761
	Iteration 7Q: 3 clusters Score -7334268 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -7335548.000000 Penalty: 1068.004761
	Iteration 8Q: 3 clusters Score -7335548 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -7336570.500000 Penalty: 1068.004761
	Iteration 9Q: 3 clusters Score -7336570 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -7337471.000000 Penalty: 1068.004761
	Iteration 10Q: 3 clusters Score -7337471 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -7338223.000000 Penalty: 1068.004761
	Iteration 11Q: 3 clusters Score -7338223 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -7338906.000000 Penalty: 1068.004761
	Iteration 12Q: 3 clusters Score -7338906 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -7339407.500000 Penalty: 1068.004761
	Iteration 13Q: 3 clusters Score -7339408 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -7339829.000000 Penalty: 1068.004761
	Iteration 14Q: 3 clusters Score -7339829 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 118183 members 
Entering Unmasked Estep 
Score: -7340238.500000 Penalty: 1068.004761
	Iteration 15Q: 3 clusters Score -7340238 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -7340548.500000 Penalty: 1068.004761
	Iteration 16Q: 3 clusters Score -7340548 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -7340808.000000 Penalty: 1068.004761
	Iteration 17Q: 3 clusters Score -7340808 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -7341008.000000 Penalty: 1068.004761
	Iteration 18Q: 3 clusters Score -7341008 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -7341120.000000 Penalty: 1068.004761
	Iteration 19Q: 3 clusters Score -7341120 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -7341217.500000 Penalty: 1068.004761
	Iteration 20F: 3 clusters Score -7341218 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -7341294.000000 Penalty: 1068.004761
	Iteration 21Q: 3 clusters Score -7341294 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -7341318.500000 Penalty: 1068.004761
	Iteration 22Q: 3 clusters Score -7341318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -7341325.500000 Penalty: 1068.004761
	Iteration 23Q: 3 clusters Score -7341326 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -7341322.000000 Penalty: 1068.004761
	Iteration 24Q: 3 clusters Score -7341322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -7341377.000000 Penalty: 1068.004761
	Iteration 25Q: 3 clusters Score -7341377 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 123589 members 
Entering Unmasked Estep 
Score: -7341391.000000 Penalty: 1068.004761
	Iteration 26Q: 3 clusters Score -7341391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 123710 members 
Entering Unmasked Estep 
Score: -7341420.500000 Penalty: 1068.004761
	Iteration 27Q: 3 clusters Score -7341420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -7341437.500000 Penalty: 1068.004761
	Iteration 28Q: 3 clusters Score -7341438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -7341462.500000 Penalty: 1068.004761
	Iteration 29Q: 3 clusters Score -7341462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -7341474.500000 Penalty: 1068.004761
	Iteration 30Q: 3 clusters Score -7341474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -7341462.000000 Penalty: 1068.004761
	Iteration 31Q: 3 clusters Score -7341462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 124074 members 
Entering Unmasked Estep 
Score: -7341472.500000 Penalty: 1068.004761
	Iteration 32Q: 3 clusters Score -7341472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -7341494.500000 Penalty: 1068.004761
	Iteration 33Q: 3 clusters Score -7341494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -7341481.500000 Penalty: 1068.004761
	Iteration 34Q: 3 clusters Score -7341482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -7341481.000000 Penalty: 1068.004761
	Iteration 35Q: 3 clusters Score -7341481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -7341471.500000 Penalty: 1068.004761
	Iteration 36Q: 3 clusters Score -7341472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 124239 members 
Entering Unmasked Estep 
Score: -7341475.000000 Penalty: 1068.004761
	Iteration 37Q: 3 clusters Score -7341475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 124250 members 
Entering Unmasked Estep 
Score: -7341480.000000 Penalty: 1068.004761
	Iteration 38Q: 3 clusters Score -7341480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -7341479.000000 Penalty: 1068.004761
	Iteration 39Q: 3 clusters Score -7341479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -7341475.500000 Penalty: 1068.004761
	Iteration 40F: 3 clusters Score -7341476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -7341476.000000 Penalty: 1068.004761
	Iteration 41Q: 3 clusters Score -7341476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -7341477.000000 Penalty: 1068.004761
	Iteration 42Q: 3 clusters Score -7341477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -7341479.500000 Penalty: 1068.004761
	Iteration 43Q: 3 clusters Score -7341480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -7341482.000000 Penalty: 1068.004761
	Iteration 44Q: 3 clusters Score -7341482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -7341484.500000 Penalty: 1068.004761
	Iteration 45Q: 3 clusters Score -7341484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -7341499.500000 Penalty: 1068.004761
	Iteration 46Q: 3 clusters Score -7341500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -7341493.000000 Penalty: 1068.004761
	Iteration 47Q: 3 clusters Score -7341493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -7341497.500000 Penalty: 1068.004761
	Iteration 48Q: 3 clusters Score -7341498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -7341495.000000 Penalty: 1068.004761
	Iteration 49Q: 3 clusters Score -7341495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -7341498.500000 Penalty: 1068.004761
	Iteration 50Q: 3 clusters Score -7341498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -7341507.500000 Penalty: 1068.004761
	Iteration 51Q: 3 clusters Score -7341508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -7341504.500000 Penalty: 1068.004761
	Iteration 52Q: 3 clusters Score -7341504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -7341502.000000 Penalty: 1068.004761
	Iteration 53Q: 3 clusters Score -7341502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -7341492.000000 Penalty: 1068.004761
	Iteration 54Q: 3 clusters Score -7341492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -7341488.000000 Penalty: 1068.004761
	Iteration 55Q: 3 clusters Score -7341488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -7341495.500000 Penalty: 1068.004761
	Iteration 56Q: 3 clusters Score -7341496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -7341494.000000 Penalty: 1068.004761
	Iteration 57Q: 3 clusters Score -7341494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -7341495.000000 Penalty: 1068.004761
	Iteration 58Q: 3 clusters Score -7341495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -7341498.000000 Penalty: 1068.004761
	Iteration 59Q: 3 clusters Score -7341498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -7341498.000000 Penalty: 1068.004761
	Iteration 60F: 3 clusters Score -7341498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -7341493.000000 Penalty: 1068.004761
	Iteration 61Q: 3 clusters Score -7341493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -7341497.500000 Penalty: 1068.004761
	Iteration 62Q: 3 clusters Score -7341498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -7341497.500000 Penalty: 1068.004761
	Iteration 63F: 3 clusters Score -7341498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Entering Unmasked Estep 
Score: -5598357.500000 Penalty: 520.335083
	Iteration 0F: 2 clusters Score -5598358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -5535790.500000 Penalty: 1040.670166
	Iteration 0F: 3 clusters Score -5535790 nChanged 45314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5564104.000000 Penalty: 1040.670166
	Iteration 1F: 3 clusters Score -5564104 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5565966.500000 Penalty: 1040.670166
	Iteration 2Q: 3 clusters Score -5565966 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -5568937.000000 Penalty: 1040.670166
	Iteration 3F: 3 clusters Score -5568937 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5573350.500000 Penalty: 1040.670166
	Iteration 4F: 3 clusters Score -5573350 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5578814.500000 Penalty: 1040.670166
	Iteration 5F: 3 clusters Score -5578814 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5583309.000000 Penalty: 1040.670166
	Iteration 6F: 3 clusters Score -5583309 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5586471.500000 Penalty: 1040.670166
	Iteration 7Q: 3 clusters Score -5586472 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5588608.000000 Penalty: 1040.670166
	Iteration 8Q: 3 clusters Score -5588608 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -5590008.000000 Penalty: 1040.670166
	Iteration 9Q: 3 clusters Score -5590008 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5591114.500000 Penalty: 1040.670166
	Iteration 10Q: 3 clusters Score -5591114 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5592095.000000 Penalty: 1040.670166
	Iteration 11Q: 3 clusters Score -5592095 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -5592876.500000 Penalty: 1040.670166
	Iteration 12Q: 3 clusters Score -5592876 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -5593559.000000 Penalty: 1040.670166
	Iteration 13Q: 3 clusters Score -5593559 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -5594157.500000 Penalty: 1040.670166
	Iteration 14Q: 3 clusters Score -5594158 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5594702.000000 Penalty: 1040.670166
	Iteration 15Q: 3 clusters Score -5594702 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5595139.000000 Penalty: 1040.670166
	Iteration 16Q: 3 clusters Score -5595139 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -5595531.500000 Penalty: 1040.670166
	Iteration 17Q: 3 clusters Score -5595532 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5595871.000000 Penalty: 1040.670166
	Iteration 18Q: 3 clusters Score -5595871 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5596168.000000 Penalty: 1040.670166
	Iteration 19Q: 3 clusters Score -5596168 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5596376.500000 Penalty: 1040.670166
	Iteration 20F: 3 clusters Score -5596376 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5596606.000000 Penalty: 1040.670166
	Iteration 21Q: 3 clusters Score -5596606 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5596728.500000 Penalty: 1040.670166
	Iteration 22Q: 3 clusters Score -5596728 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5596866.500000 Penalty: 1040.670166
	Iteration 23Q: 3 clusters Score -5596866 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5596983.500000 Penalty: 1040.670166
	Iteration 24Q: 3 clusters Score -5596984 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5597088.000000 Penalty: 1040.670166
	Iteration 25Q: 3 clusters Score -5597088 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5597184.500000 Penalty: 1040.670166
	Iteration 26Q: 3 clusters Score -5597184 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5597264.500000 Penalty: 1040.670166
	Iteration 27Q: 3 clusters Score -5597264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5597330.000000 Penalty: 1040.670166
	Iteration 28Q: 3 clusters Score -5597330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5597421.000000 Penalty: 1040.670166
	Iteration 29Q: 3 clusters Score -5597421 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5597504.000000 Penalty: 1040.670166
	Iteration 30Q: 3 clusters Score -5597504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5597551.500000 Penalty: 1040.670166
	Iteration 31Q: 3 clusters Score -5597552 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5597608.000000 Penalty: 1040.670166
	Iteration 32Q: 3 clusters Score -5597608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5597660.000000 Penalty: 1040.670166
	Iteration 33Q: 3 clusters Score -5597660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5597685.500000 Penalty: 1040.670166
	Iteration 34Q: 3 clusters Score -5597686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5597725.000000 Penalty: 1040.670166
	Iteration 35Q: 3 clusters Score -5597725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5597771.000000 Penalty: 1040.670166
	Iteration 36Q: 3 clusters Score -5597771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5597798.000000 Penalty: 1040.670166
	Iteration 37Q: 3 clusters Score -5597798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5597815.500000 Penalty: 1040.670166
	Iteration 38Q: 3 clusters Score -5597816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5597834.500000 Penalty: 1040.670166
	Iteration 39Q: 3 clusters Score -5597834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5597850.500000 Penalty: 1040.670166
	Iteration 40F: 3 clusters Score -5597850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5597861.000000 Penalty: 1040.670166
	Iteration 41Q: 3 clusters Score -5597861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5597864.500000 Penalty: 1040.670166
	Iteration 42Q: 3 clusters Score -5597864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5597874.000000 Penalty: 1040.670166
	Iteration 43Q: 3 clusters Score -5597874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5597877.000000 Penalty: 1040.670166
	Iteration 44Q: 3 clusters Score -5597877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5597880.500000 Penalty: 1040.670166
	Iteration 45Q: 3 clusters Score -5597880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5597880.500000 Penalty: 1040.670166
	Iteration 46Q: 3 clusters Score -5597880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5597893.500000 Penalty: 1040.670166
	Iteration 47Q: 3 clusters Score -5597894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5597890.500000 Penalty: 1040.670166
	Iteration 48Q: 3 clusters Score -5597890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5597895.000000 Penalty: 1040.670166
	Iteration 49Q: 3 clusters Score -5597895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5597900.000000 Penalty: 1040.670166
	Iteration 50Q: 3 clusters Score -5597900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5597903.000000 Penalty: 1040.670166
	Iteration 51Q: 3 clusters Score -5597903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5597906.000000 Penalty: 1040.670166
	Iteration 52Q: 3 clusters Score -5597906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5597912.500000 Penalty: 1040.670166
	Iteration 53Q: 3 clusters Score -5597912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5597915.000000 Penalty: 1040.670166
	Iteration 54Q: 3 clusters Score -5597915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92094 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5597917.500000 Penalty: 1040.670166
	Iteration 55Q: 3 clusters Score -5597918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92094 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5597915.000000 Penalty: 1040.670166
	Iteration 56Q: 3 clusters Score -5597915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5597917.000000 Penalty: 1040.670166
	Iteration 57Q: 3 clusters Score -5597917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5597916.500000 Penalty: 1040.670166
	Iteration 58Q: 3 clusters Score -5597916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5597917.000000 Penalty: 1040.670166
	Iteration 59Q: 3 clusters Score -5597917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5597919.500000 Penalty: 1040.670166
	Iteration 60F: 3 clusters Score -5597920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5597920.500000 Penalty: 1040.670166
	Iteration 61Q: 3 clusters Score -5597920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5597923.500000 Penalty: 1040.670166
	Iteration 62Q: 3 clusters Score -5597924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5597921.000000 Penalty: 1040.670166
	Iteration 63Q: 3 clusters Score -5597921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5597928.000000 Penalty: 1040.670166
	Iteration 64Q: 3 clusters Score -5597928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5597928.000000 Penalty: 1040.670166
	Iteration 65F: 3 clusters Score -5597928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Entering Unmasked Estep 
Score: -886446.687500 Penalty: 436.276886
	Iteration 0F: 2 clusters Score -886446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -876700.500000 Penalty: 872.553772
	Iteration 0F: 3 clusters Score -876700.5 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -880610.312500 Penalty: 872.553772
	Iteration 1F: 3 clusters Score -880610.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -880799.437500 Penalty: 872.553772
	Iteration 2Q: 3 clusters Score -880799.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -881035.000000 Penalty: 872.553772
	Iteration 3Q: 3 clusters Score -881035 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -881360.250000 Penalty: 872.553772
	Iteration 4Q: 3 clusters Score -881360.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -881849.312500 Penalty: 872.553772
	Iteration 5F: 3 clusters Score -881849.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -882504.687500 Penalty: 872.553772
	Iteration 6F: 3 clusters Score -882504.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -883205.000000 Penalty: 872.553772
	Iteration 7F: 3 clusters Score -883205 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -883886.750000 Penalty: 872.553772
	Iteration 8F: 3 clusters Score -883886.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -884454.312500 Penalty: 872.553772
	Iteration 9F: 3 clusters Score -884454.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -884955.937500 Penalty: 872.553772
	Iteration 10Q: 3 clusters Score -884955.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -885340.375000 Penalty: 872.553772
	Iteration 11Q: 3 clusters Score -885340.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -885581.187500 Penalty: 872.553772
	Iteration 12Q: 3 clusters Score -885581.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -885766.000000 Penalty: 872.553772
	Iteration 13Q: 3 clusters Score -885766 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -885886.000000 Penalty: 872.553772
	Iteration 14Q: 3 clusters Score -885886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -885962.125000 Penalty: 872.553772
	Iteration 15Q: 3 clusters Score -885962.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -886017.250000 Penalty: 872.553772
	Iteration 16Q: 3 clusters Score -886017.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -886068.750000 Penalty: 872.553772
	Iteration 17Q: 3 clusters Score -886068.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -886111.375000 Penalty: 872.553772
	Iteration 18Q: 3 clusters Score -886111.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -886132.375000 Penalty: 872.553772
	Iteration 19Q: 3 clusters Score -886132.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -886151.437500 Penalty: 872.553772
	Iteration 20F: 3 clusters Score -886151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -886176.062500 Penalty: 872.553772
	Iteration 21Q: 3 clusters Score -886176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -886195.125000 Penalty: 872.553772
	Iteration 22Q: 3 clusters Score -886195.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -886203.562500 Penalty: 872.553772
	Iteration 23Q: 3 clusters Score -886203.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -886203.562500 Penalty: 872.553772
	Iteration 24Q: 3 clusters Score -886203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -886210.062500 Penalty: 872.553772
	Iteration 25Q: 3 clusters Score -886210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -886212.375000 Penalty: 872.553772
	Iteration 26Q: 3 clusters Score -886212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -886212.250000 Penalty: 872.553772
	Iteration 27Q: 3 clusters Score -886212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -886212.687500 Penalty: 872.553772
	Iteration 28Q: 3 clusters Score -886212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -886213.000000 Penalty: 872.553772
	Iteration 29Q: 3 clusters Score -886213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -886214.625000 Penalty: 872.553772
	Iteration 30Q: 3 clusters Score -886214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -886215.875000 Penalty: 872.553772
	Iteration 31Q: 3 clusters Score -886215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -886223.437500 Penalty: 872.553772
	Iteration 32Q: 3 clusters Score -886223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -886243.500000 Penalty: 872.553772
	Iteration 33Q: 3 clusters Score -886243.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -886271.062500 Penalty: 872.553772
	Iteration 34Q: 3 clusters Score -886271.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -886293.687500 Penalty: 872.553772
	Iteration 35Q: 3 clusters Score -886293.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -886319.500000 Penalty: 872.553772
	Iteration 36Q: 3 clusters Score -886319.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -886338.875000 Penalty: 872.553772
	Iteration 37Q: 3 clusters Score -886338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -886346.375000 Penalty: 872.553772
	Iteration 38Q: 3 clusters Score -886346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -886349.687500 Penalty: 872.553772
	Iteration 39Q: 3 clusters Score -886349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -886351.062500 Penalty: 872.553772
	Iteration 40F: 3 clusters Score -886351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -886351.375000 Penalty: 872.553772
	Iteration 41Q: 3 clusters Score -886351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -886351.375000 Penalty: 872.553772
	Iteration 42F: 3 clusters Score -886351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -51924.464844 Penalty: 305.879669
	Iteration 0F: 2 clusters Score -51924.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51224.714844 Penalty: 611.759338
	Iteration 0F: 3 clusters Score -51224.71 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51548.566406 Penalty: 611.759338
	Iteration 1F: 3 clusters Score -51548.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51691.562500 Penalty: 611.759338
	Iteration 2F: 3 clusters Score -51691.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51781.429688 Penalty: 611.759338
	Iteration 3F: 3 clusters Score -51781.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51847.531250 Penalty: 611.759338
	Iteration 4F: 3 clusters Score -51847.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51887.777344 Penalty: 611.759338
	Iteration 5Q: 3 clusters Score -51887.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51910.777344 Penalty: 611.759338
	Iteration 6Q: 3 clusters Score -51910.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51940.296875 Penalty: 611.759338
	Iteration 7Q: 3 clusters Score -51940.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51984.562500 Penalty: 611.759338
	Iteration 8Q: 3 clusters Score -51984.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52043.382812 Penalty: 611.759338
	Iteration 9Q: 3 clusters Score -52043.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52107.281250 Penalty: 611.759338
	Iteration 10Q: 3 clusters Score -52107.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52249.035156 Penalty: 611.759338
	Iteration 11Q: 3 clusters Score -52249.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52477.800781 Penalty: 611.759338
	Iteration 12Q: 3 clusters Score -52477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52481.546875 Penalty: 611.759338
	Iteration 13Q: 3 clusters Score -52481.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52483.777344 Penalty: 611.759338
	Iteration 14Q: 3 clusters Score -52483.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52486.574219 Penalty: 611.759338
	Iteration 15Q: 3 clusters Score -52486.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52490.304688 Penalty: 611.759338
	Iteration 16Q: 3 clusters Score -52490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52492.363281 Penalty: 611.759338
	Iteration 17Q: 3 clusters Score -52492.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52494.886719 Penalty: 611.759338
	Iteration 18Q: 3 clusters Score -52494.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52498.406250 Penalty: 611.759338
	Iteration 19Q: 3 clusters Score -52498.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52498.593750 Penalty: 611.759338
	Iteration 20F: 3 clusters Score -52498.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
Score: -58197176.000000 Penalty: 47201.824219
Splitting cluster 10 changes total score from -58196820.000000 to -58197176.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 11 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8635.379883 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -8635.38 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 147 members 
Entering Unmasked Estep 
Score: -8343.942383 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -8343.942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8564.775391 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -8564.775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8643.734375 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -8643.734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8672.220703 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -8672.221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8725.516602 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -8725.517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8759.757812 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -8759.758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8793.946289 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -8793.946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8804.084961 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -8804.085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8819.551758 Penalty: 512.113525
	Iteration 8Q: 3 clusters Score -8819.552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8837.117188 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -8837.117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8869.802734 Penalty: 512.113525
	Iteration 10Q: 3 clusters Score -8869.803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8900.756836 Penalty: 512.113525
	Iteration 11Q: 3 clusters Score -8900.757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8903.078125 Penalty: 512.113525
	Iteration 12Q: 3 clusters Score -8903.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8904.100586 Penalty: 512.113525
	Iteration 13Q: 3 clusters Score -8904.101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8904.890625 Penalty: 512.113525
	Iteration 14F: 3 clusters Score -8904.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8907.813477 Penalty: 512.113525
	Iteration 15Q: 3 clusters Score -8907.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8907.813477 Penalty: 512.113525
	Iteration 16F: 3 clusters Score -8907.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 105 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Entering Unmasked Estep 
Score: -58197084.000000 Penalty: 47831.183594
Splitting cluster 11 changes total score from -58196820.000000 to -58197084.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 12 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -615509.875000 Penalty: 420.051727
	Iteration 0F: 2 clusters Score -615509.9 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 5068 members 
Entering Unmasked Estep 
Score: -608781.875000 Penalty: 840.103455
	Iteration 0F: 3 clusters Score -608781.9 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -611778.937500 Penalty: 840.103455
	Iteration 1F: 3 clusters Score -611778.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -612264.750000 Penalty: 840.103455
	Iteration 2F: 3 clusters Score -612264.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -612761.625000 Penalty: 840.103455
	Iteration 3F: 3 clusters Score -612761.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -613244.250000 Penalty: 840.103455
	Iteration 4F: 3 clusters Score -613244.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -613733.250000 Penalty: 840.103455
	Iteration 5F: 3 clusters Score -613733.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -614249.125000 Penalty: 840.103455
	Iteration 6Q: 3 clusters Score -614249.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -614599.437500 Penalty: 840.103455
	Iteration 7Q: 3 clusters Score -614599.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -614725.687500 Penalty: 840.103455
	Iteration 8Q: 3 clusters Score -614725.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -614772.812500 Penalty: 840.103455
	Iteration 9Q: 3 clusters Score -614772.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -614808.000000 Penalty: 840.103455
	Iteration 10Q: 3 clusters Score -614808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -614840.625000 Penalty: 840.103455
	Iteration 11Q: 3 clusters Score -614840.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -614871.125000 Penalty: 840.103455
	Iteration 12Q: 3 clusters Score -614871.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -614893.750000 Penalty: 840.103455
	Iteration 13Q: 3 clusters Score -614893.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -614912.250000 Penalty: 840.103455
	Iteration 14Q: 3 clusters Score -614912.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -614930.375000 Penalty: 840.103455
	Iteration 15Q: 3 clusters Score -614930.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -614940.312500 Penalty: 840.103455
	Iteration 16Q: 3 clusters Score -614940.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -614955.625000 Penalty: 840.103455
	Iteration 17Q: 3 clusters Score -614955.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -614968.125000 Penalty: 840.103455
	Iteration 18Q: 3 clusters Score -614968.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -614982.687500 Penalty: 840.103455
	Iteration 19Q: 3 clusters Score -614982.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -614996.437500 Penalty: 840.103455
	Iteration 20F: 3 clusters Score -614996.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -615011.250000 Penalty: 840.103455
	Iteration 21Q: 3 clusters Score -615011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -615023.250000 Penalty: 840.103455
	Iteration 22Q: 3 clusters Score -615023.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -615036.312500 Penalty: 840.103455
	Iteration 23Q: 3 clusters Score -615036.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -615048.500000 Penalty: 840.103455
	Iteration 24Q: 3 clusters Score -615048.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -615059.750000 Penalty: 840.103455
	Iteration 25Q: 3 clusters Score -615059.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -615073.000000 Penalty: 840.103455
	Iteration 26Q: 3 clusters Score -615073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -615085.312500 Penalty: 840.103455
	Iteration 27Q: 3 clusters Score -615085.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -615103.562500 Penalty: 840.103455
	Iteration 28Q: 3 clusters Score -615103.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -615116.437500 Penalty: 840.103455
	Iteration 29Q: 3 clusters Score -615116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -615126.812500 Penalty: 840.103455
	Iteration 30Q: 3 clusters Score -615126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -615133.562500 Penalty: 840.103455
	Iteration 31Q: 3 clusters Score -615133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -615137.125000 Penalty: 840.103455
	Iteration 32Q: 3 clusters Score -615137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -615141.562500 Penalty: 840.103455
	Iteration 33Q: 3 clusters Score -615141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -615144.250000 Penalty: 840.103455
	Iteration 34Q: 3 clusters Score -615144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -615149.187500 Penalty: 840.103455
	Iteration 35Q: 3 clusters Score -615149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -615152.250000 Penalty: 840.103455
	Iteration 36Q: 3 clusters Score -615152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -615153.437500 Penalty: 840.103455
	Iteration 37Q: 3 clusters Score -615153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -615152.687500 Penalty: 840.103455
	Iteration 38Q: 3 clusters Score -615152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -615153.937500 Penalty: 840.103455
	Iteration 39Q: 3 clusters Score -615153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -615154.562500 Penalty: 840.103455
	Iteration 40F: 3 clusters Score -615154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -615155.750000 Penalty: 840.103455
	Iteration 41Q: 3 clusters Score -615155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -615156.437500 Penalty: 840.103455
	Iteration 42Q: 3 clusters Score -615156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -615157.625000 Penalty: 840.103455
	Iteration 43Q: 3 clusters Score -615157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -615159.187500 Penalty: 840.103455
	Iteration 44Q: 3 clusters Score -615159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -615160.125000 Penalty: 840.103455
	Iteration 45Q: 3 clusters Score -615160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -615161.000000 Penalty: 840.103455
	Iteration 46Q: 3 clusters Score -615161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -615162.687500 Penalty: 840.103455
	Iteration 47Q: 3 clusters Score -615162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -615163.687500 Penalty: 840.103455
	Iteration 48Q: 3 clusters Score -615163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -615165.125000 Penalty: 840.103455
	Iteration 49Q: 3 clusters Score -615165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -615168.000000 Penalty: 840.103455
	Iteration 50Q: 3 clusters Score -615168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -615170.062500 Penalty: 840.103455
	Iteration 51Q: 3 clusters Score -615170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -615171.625000 Penalty: 840.103455
	Iteration 52Q: 3 clusters Score -615171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -615172.937500 Penalty: 840.103455
	Iteration 53Q: 3 clusters Score -615172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -615172.875000 Penalty: 840.103455
	Iteration 54Q: 3 clusters Score -615172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -615174.250000 Penalty: 840.103455
	Iteration 55Q: 3 clusters Score -615174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -615174.500000 Penalty: 840.103455
	Iteration 56Q: 3 clusters Score -615174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -615176.437500 Penalty: 840.103455
	Iteration 57Q: 3 clusters Score -615176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -615178.375000 Penalty: 840.103455
	Iteration 58Q: 3 clusters Score -615178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -615179.625000 Penalty: 840.103455
	Iteration 59Q: 3 clusters Score -615179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -615180.312500 Penalty: 840.103455
	Iteration 60F: 3 clusters Score -615180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -615180.937500 Penalty: 840.103455
	Iteration 61Q: 3 clusters Score -615180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -615181.750000 Penalty: 840.103455
	Iteration 62Q: 3 clusters Score -615181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -615181.687500 Penalty: 840.103455
	Iteration 63Q: 3 clusters Score -615181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -615182.500000 Penalty: 840.103455
	Iteration 64Q: 3 clusters Score -615182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -615182.500000 Penalty: 840.103455
	Iteration 65F: 3 clusters Score -615182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Entering Unmasked Estep 
Score: -4376622.000000 Penalty: 509.478851
	Iteration 0F: 2 clusters Score -4376622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4327625.500000 Penalty: 1018.957703
	Iteration 0F: 3 clusters Score -4327626 nChanged 35437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4349211.000000 Penalty: 1018.957703
	Iteration 1F: 3 clusters Score -4349211 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4350444.000000 Penalty: 1018.957703
	Iteration 2Q: 3 clusters Score -4350444 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4352003.000000 Penalty: 1018.957703
	Iteration 3F: 3 clusters Score -4352003 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4354256.500000 Penalty: 1018.957703
	Iteration 4F: 3 clusters Score -4354256 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4357256.000000 Penalty: 1018.957703
	Iteration 5F: 3 clusters Score -4357256 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4361064.500000 Penalty: 1018.957703
	Iteration 6F: 3 clusters Score -4361064 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4365492.000000 Penalty: 1018.957703
	Iteration 7F: 3 clusters Score -4365492 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4369868.500000 Penalty: 1018.957703
	Iteration 8F: 3 clusters Score -4369868 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4373150.000000 Penalty: 1018.957703
	Iteration 9Q: 3 clusters Score -4373150 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4374915.500000 Penalty: 1018.957703
	Iteration 10Q: 3 clusters Score -4374916 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4375656.500000 Penalty: 1018.957703
	Iteration 11Q: 3 clusters Score -4375656 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4375940.000000 Penalty: 1018.957703
	Iteration 12Q: 3 clusters Score -4375940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4376048.000000 Penalty: 1018.957703
	Iteration 13Q: 3 clusters Score -4376048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4376101.000000 Penalty: 1018.957703
	Iteration 14Q: 3 clusters Score -4376101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4376117.000000 Penalty: 1018.957703
	Iteration 15Q: 3 clusters Score -4376117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4376117.000000 Penalty: 1018.957703
	Iteration 16Q: 3 clusters Score -4376117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4376126.500000 Penalty: 1018.957703
	Iteration 17Q: 3 clusters Score -4376126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4376130.500000 Penalty: 1018.957703
	Iteration 18Q: 3 clusters Score -4376130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4376135.000000 Penalty: 1018.957703
	Iteration 19Q: 3 clusters Score -4376135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4376131.500000 Penalty: 1018.957703
	Iteration 20F: 3 clusters Score -4376132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4376143.500000 Penalty: 1018.957703
	Iteration 21Q: 3 clusters Score -4376144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4376142.500000 Penalty: 1018.957703
	Iteration 22Q: 3 clusters Score -4376142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4376146.500000 Penalty: 1018.957703
	Iteration 23Q: 3 clusters Score -4376146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4376147.000000 Penalty: 1018.957703
	Iteration 24Q: 3 clusters Score -4376147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4376146.500000 Penalty: 1018.957703
	Iteration 25Q: 3 clusters Score -4376146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4376146.500000 Penalty: 1018.957703
	Iteration 26F: 3 clusters Score -4376146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (123285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Entering Unmasked Estep 
Score: -7427459.500000 Penalty: 533.362549
	Iteration 0F: 2 clusters Score -7427460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -7345165.000000 Penalty: 1066.725098
	Iteration 0F: 3 clusters Score -7345165 nChanged 60602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -7382733.500000 Penalty: 1066.725098
	Iteration 1F: 3 clusters Score -7382734 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -7385576.500000 Penalty: 1066.725098
	Iteration 2Q: 3 clusters Score -7385576 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -7389858.500000 Penalty: 1066.725098
	Iteration 3F: 3 clusters Score -7389858 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -7395317.500000 Penalty: 1066.725098
	Iteration 4F: 3 clusters Score -7395318 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -7401234.500000 Penalty: 1066.725098
	Iteration 5F: 3 clusters Score -7401234 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -7406068.500000 Penalty: 1066.725098
	Iteration 6F: 3 clusters Score -7406068 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -7408639.000000 Penalty: 1066.725098
	Iteration 7Q: 3 clusters Score -7408639 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -7409684.500000 Penalty: 1066.725098
	Iteration 8Q: 3 clusters Score -7409684 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -7410317.500000 Penalty: 1066.725098
	Iteration 9Q: 3 clusters Score -7410318 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -7410840.000000 Penalty: 1066.725098
	Iteration 10Q: 3 clusters Score -7410840 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -7411409.000000 Penalty: 1066.725098
	Iteration 11Q: 3 clusters Score -7411409 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -7411975.000000 Penalty: 1066.725098
	Iteration 12Q: 3 clusters Score -7411975 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -7412503.500000 Penalty: 1066.725098
	Iteration 13Q: 3 clusters Score -7412504 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -7413073.500000 Penalty: 1066.725098
	Iteration 14Q: 3 clusters Score -7413074 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -7413712.500000 Penalty: 1066.725098
	Iteration 15Q: 3 clusters Score -7413712 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -7414397.000000 Penalty: 1066.725098
	Iteration 16Q: 3 clusters Score -7414397 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -7415174.500000 Penalty: 1066.725098
	Iteration 17Q: 3 clusters Score -7415174 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -7416071.000000 Penalty: 1066.725098
	Iteration 18Q: 3 clusters Score -7416071 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -7417369.000000 Penalty: 1066.725098
	Iteration 19Q: 3 clusters Score -7417369 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -7418934.500000 Penalty: 1066.725098
	Iteration 20F: 3 clusters Score -7418934 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -7420881.000000 Penalty: 1066.725098
	Iteration 21Q: 3 clusters Score -7420881 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -7422924.000000 Penalty: 1066.725098
	Iteration 22Q: 3 clusters Score -7422924 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -7424512.000000 Penalty: 1066.725098
	Iteration 23Q: 3 clusters Score -7424512 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -7425715.000000 Penalty: 1066.725098
	Iteration 24Q: 3 clusters Score -7425715 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -7426413.000000 Penalty: 1066.725098
	Iteration 25Q: 3 clusters Score -7426413 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -7426855.000000 Penalty: 1066.725098
	Iteration 26Q: 3 clusters Score -7426855 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -7427113.000000 Penalty: 1066.725098
	Iteration 27Q: 3 clusters Score -7427113 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -7427244.000000 Penalty: 1066.725098
	Iteration 28Q: 3 clusters Score -7427244 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -7427273.500000 Penalty: 1066.725098
	Iteration 29Q: 3 clusters Score -7427274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -7427291.500000 Penalty: 1066.725098
	Iteration 30Q: 3 clusters Score -7427292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -7427322.500000 Penalty: 1066.725098
	Iteration 31Q: 3 clusters Score -7427322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -7427319.500000 Penalty: 1066.725098
	Iteration 32Q: 3 clusters Score -7427320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -7427328.000000 Penalty: 1066.725098
	Iteration 33Q: 3 clusters Score -7427328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -7427322.500000 Penalty: 1066.725098
	Iteration 34Q: 3 clusters Score -7427322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -7427326.000000 Penalty: 1066.725098
	Iteration 35Q: 3 clusters Score -7427326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -7427336.500000 Penalty: 1066.725098
	Iteration 36Q: 3 clusters Score -7427336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -7427341.000000 Penalty: 1066.725098
	Iteration 37Q: 3 clusters Score -7427341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -7427350.000000 Penalty: 1066.725098
	Iteration 38Q: 3 clusters Score -7427350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -7427351.500000 Penalty: 1066.725098
	Iteration 39Q: 3 clusters Score -7427352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -7427350.000000 Penalty: 1066.725098
	Iteration 40F: 3 clusters Score -7427350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -7427353.500000 Penalty: 1066.725098
	Iteration 41Q: 3 clusters Score -7427354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -7427359.000000 Penalty: 1066.725098
	Iteration 42Q: 3 clusters Score -7427359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -7427351.000000 Penalty: 1066.725098
	Iteration 43Q: 3 clusters Score -7427351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -7427360.500000 Penalty: 1066.725098
	Iteration 44Q: 3 clusters Score -7427360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -7427362.000000 Penalty: 1066.725098
	Iteration 45Q: 3 clusters Score -7427362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -7427359.500000 Penalty: 1066.725098
	Iteration 46Q: 3 clusters Score -7427360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -7427365.000000 Penalty: 1066.725098
	Iteration 47Q: 3 clusters Score -7427365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -7427361.000000 Penalty: 1066.725098
	Iteration 48Q: 3 clusters Score -7427361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -7427349.500000 Penalty: 1066.725098
	Iteration 49Q: 3 clusters Score -7427350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -7427352.500000 Penalty: 1066.725098
	Iteration 50Q: 3 clusters Score -7427352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -7427346.500000 Penalty: 1066.725098
	Iteration 51Q: 3 clusters Score -7427346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 99616 members 
Entering Unmasked Estep 
Score: -7427350.500000 Penalty: 1066.725098
	Iteration 52Q: 3 clusters Score -7427350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -7427347.000000 Penalty: 1066.725098
	Iteration 53Q: 3 clusters Score -7427347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -7427347.000000 Penalty: 1066.725098
	Iteration 54Q: 3 clusters Score -7427347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -7427344.500000 Penalty: 1066.725098
	Iteration 55Q: 3 clusters Score -7427344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -7427349.000000 Penalty: 1066.725098
	Iteration 56Q: 3 clusters Score -7427349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -7427348.500000 Penalty: 1066.725098
	Iteration 57Q: 3 clusters Score -7427348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -7427346.000000 Penalty: 1066.725098
	Iteration 58Q: 3 clusters Score -7427346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -7427351.500000 Penalty: 1066.725098
	Iteration 59Q: 3 clusters Score -7427352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -7427349.500000 Penalty: 1066.725098
	Iteration 60F: 3 clusters Score -7427350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -7427349.500000 Penalty: 1066.725098
	Iteration 61Q: 3 clusters Score -7427350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -7427350.500000 Penalty: 1066.725098
	Iteration 62Q: 3 clusters Score -7427350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -7427342.000000 Penalty: 1066.725098
	Iteration 63Q: 3 clusters Score -7427342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 99656 members 
Entering Unmasked Estep 
Score: -7427342.000000 Penalty: 1066.725098
	Iteration 64Q: 3 clusters Score -7427342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -7427337.000000 Penalty: 1066.725098
	Iteration 65Q: 3 clusters Score -7427337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -7427332.000000 Penalty: 1066.725098
	Iteration 66Q: 3 clusters Score -7427332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -7427335.000000 Penalty: 1066.725098
	Iteration 67Q: 3 clusters Score -7427335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -7427340.500000 Penalty: 1066.725098
	Iteration 68Q: 3 clusters Score -7427340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -7427338.500000 Penalty: 1066.725098
	Iteration 69Q: 3 clusters Score -7427338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -7427341.500000 Penalty: 1066.725098
	Iteration 70Q: 3 clusters Score -7427342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -7427348.000000 Penalty: 1066.725098
	Iteration 71Q: 3 clusters Score -7427348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -7427348.000000 Penalty: 1066.725098
	Iteration 72Q: 3 clusters Score -7427348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -7427349.500000 Penalty: 1066.725098
	Iteration 73Q: 3 clusters Score -7427350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -7427342.500000 Penalty: 1066.725098
	Iteration 74Q: 3 clusters Score -7427342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -7427346.500000 Penalty: 1066.725098
	Iteration 75Q: 3 clusters Score -7427346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -7427345.500000 Penalty: 1066.725098
	Iteration 76Q: 3 clusters Score -7427346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -7427354.500000 Penalty: 1066.725098
	Iteration 77Q: 3 clusters Score -7427354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -7427356.500000 Penalty: 1066.725098
	Iteration 78Q: 3 clusters Score -7427356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -7427359.000000 Penalty: 1066.725098
	Iteration 79Q: 3 clusters Score -7427359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -7427357.500000 Penalty: 1066.725098
	Iteration 80F: 3 clusters Score -7427358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -7427351.500000 Penalty: 1066.725098
	Iteration 81Q: 3 clusters Score -7427352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -7427351.500000 Penalty: 1066.725098
	Iteration 82Q: 3 clusters Score -7427352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -7427351.500000 Penalty: 1066.725098
	Iteration 83F: 3 clusters Score -7427352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Entering Unmasked Estep 
Score: -359016.812500 Penalty: 396.602356
	Iteration 0F: 2 clusters Score -359016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -354885.406250 Penalty: 793.204712
	Iteration 0F: 3 clusters Score -354885.4 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -356400.781250 Penalty: 793.204712
	Iteration 1F: 3 clusters Score -356400.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -356511.187500 Penalty: 793.204712
	Iteration 2Q: 3 clusters Score -356511.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -356632.218750 Penalty: 793.204712
	Iteration 3Q: 3 clusters Score -356632.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -356807.000000 Penalty: 793.204712
	Iteration 4Q: 3 clusters Score -356807 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -357065.625000 Penalty: 793.204712
	Iteration 5F: 3 clusters Score -357065.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -357415.593750 Penalty: 793.204712
	Iteration 6F: 3 clusters Score -357415.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -357798.812500 Penalty: 793.204712
	Iteration 7F: 3 clusters Score -357798.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -358090.562500 Penalty: 793.204712
	Iteration 8F: 3 clusters Score -358090.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -358287.656250 Penalty: 793.204712
	Iteration 9Q: 3 clusters Score -358287.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -358422.000000 Penalty: 793.204712
	Iteration 10Q: 3 clusters Score -358422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -358526.875000 Penalty: 793.204712
	Iteration 11Q: 3 clusters Score -358526.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -358608.531250 Penalty: 793.204712
	Iteration 12Q: 3 clusters Score -358608.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -358662.625000 Penalty: 793.204712
	Iteration 13Q: 3 clusters Score -358662.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -358699.750000 Penalty: 793.204712
	Iteration 14Q: 3 clusters Score -358699.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -358742.718750 Penalty: 793.204712
	Iteration 15Q: 3 clusters Score -358742.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -358767.093750 Penalty: 793.204712
	Iteration 16Q: 3 clusters Score -358767.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -358780.437500 Penalty: 793.204712
	Iteration 17Q: 3 clusters Score -358780.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -358801.406250 Penalty: 793.204712
	Iteration 18Q: 3 clusters Score -358801.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -358829.343750 Penalty: 793.204712
	Iteration 19Q: 3 clusters Score -358829.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -358842.343750 Penalty: 793.204712
	Iteration 20F: 3 clusters Score -358842.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -358858.718750 Penalty: 793.204712
	Iteration 21Q: 3 clusters Score -358858.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -358870.125000 Penalty: 793.204712
	Iteration 22Q: 3 clusters Score -358870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -358872.937500 Penalty: 793.204712
	Iteration 23Q: 3 clusters Score -358872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -358874.906250 Penalty: 793.204712
	Iteration 24Q: 3 clusters Score -358874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -358876.156250 Penalty: 793.204712
	Iteration 25Q: 3 clusters Score -358876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -358877.562500 Penalty: 793.204712
	Iteration 26Q: 3 clusters Score -358877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -358879.750000 Penalty: 793.204712
	Iteration 27Q: 3 clusters Score -358879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -358881.875000 Penalty: 793.204712
	Iteration 28Q: 3 clusters Score -358881.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -358883.750000 Penalty: 793.204712
	Iteration 29Q: 3 clusters Score -358883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -358886.875000 Penalty: 793.204712
	Iteration 30Q: 3 clusters Score -358886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -358889.187500 Penalty: 793.204712
	Iteration 31Q: 3 clusters Score -358889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -358891.937500 Penalty: 793.204712
	Iteration 32Q: 3 clusters Score -358891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -358892.000000 Penalty: 793.204712
	Iteration 33Q: 3 clusters Score -358892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -358893.750000 Penalty: 793.204712
	Iteration 34Q: 3 clusters Score -358893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -358895.937500 Penalty: 793.204712
	Iteration 35Q: 3 clusters Score -358895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -358898.937500 Penalty: 793.204712
	Iteration 36Q: 3 clusters Score -358898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -358902.781250 Penalty: 793.204712
	Iteration 37Q: 3 clusters Score -358902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -358904.406250 Penalty: 793.204712
	Iteration 38Q: 3 clusters Score -358904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -358906.093750 Penalty: 793.204712
	Iteration 39Q: 3 clusters Score -358906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -358906.375000 Penalty: 793.204712
	Iteration 40F: 3 clusters Score -358906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -358906.843750 Penalty: 793.204712
	Iteration 41Q: 3 clusters Score -358906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -358906.218750 Penalty: 793.204712
	Iteration 42Q: 3 clusters Score -358906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -358906.218750 Penalty: 793.204712
	Iteration 43F: 3 clusters Score -358906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (111712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Entering Unmasked Estep 
Score: -6701631.000000 Penalty: 528.877380
	Iteration 0F: 2 clusters Score -6701631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -6627978.500000 Penalty: 1057.754761
	Iteration 0F: 3 clusters Score -6627978 nChanged 54619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -6665217.500000 Penalty: 1057.754761
	Iteration 1F: 3 clusters Score -6665218 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6669991.500000 Penalty: 1057.754761
	Iteration 2F: 3 clusters Score -6669992 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -6676260.500000 Penalty: 1057.754761
	Iteration 3F: 3 clusters Score -6676260 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6683374.500000 Penalty: 1057.754761
	Iteration 4F: 3 clusters Score -6683374 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -6689355.500000 Penalty: 1057.754761
	Iteration 5F: 3 clusters Score -6689356 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -6692615.000000 Penalty: 1057.754761
	Iteration 6Q: 3 clusters Score -6692615 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6694236.500000 Penalty: 1057.754761
	Iteration 7Q: 3 clusters Score -6694236 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6695202.000000 Penalty: 1057.754761
	Iteration 8Q: 3 clusters Score -6695202 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -6696003.500000 Penalty: 1057.754761
	Iteration 9Q: 3 clusters Score -6696004 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -6696775.500000 Penalty: 1057.754761
	Iteration 10Q: 3 clusters Score -6696776 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6697357.000000 Penalty: 1057.754761
	Iteration 11Q: 3 clusters Score -6697357 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6697799.500000 Penalty: 1057.754761
	Iteration 12Q: 3 clusters Score -6697800 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -6698183.000000 Penalty: 1057.754761
	Iteration 13Q: 3 clusters Score -6698183 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -6698449.000000 Penalty: 1057.754761
	Iteration 14Q: 3 clusters Score -6698449 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6698624.000000 Penalty: 1057.754761
	Iteration 15Q: 3 clusters Score -6698624 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6698805.500000 Penalty: 1057.754761
	Iteration 16Q: 3 clusters Score -6698806 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6698993.000000 Penalty: 1057.754761
	Iteration 17Q: 3 clusters Score -6698993 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -6699169.500000 Penalty: 1057.754761
	Iteration 18Q: 3 clusters Score -6699170 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -6699419.500000 Penalty: 1057.754761
	Iteration 19Q: 3 clusters Score -6699420 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -6699598.000000 Penalty: 1057.754761
	Iteration 20F: 3 clusters Score -6699598 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -6699806.000000 Penalty: 1057.754761
	Iteration 21Q: 3 clusters Score -6699806 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6700043.500000 Penalty: 1057.754761
	Iteration 22Q: 3 clusters Score -6700044 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6700206.000000 Penalty: 1057.754761
	Iteration 23Q: 3 clusters Score -6700206 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -6700358.000000 Penalty: 1057.754761
	Iteration 24Q: 3 clusters Score -6700358 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6700611.000000 Penalty: 1057.754761
	Iteration 25Q: 3 clusters Score -6700611 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -6700854.000000 Penalty: 1057.754761
	Iteration 26Q: 3 clusters Score -6700854 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -6701170.500000 Penalty: 1057.754761
	Iteration 27Q: 3 clusters Score -6701170 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -6701414.500000 Penalty: 1057.754761
	Iteration 28Q: 3 clusters Score -6701414 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -6701605.500000 Penalty: 1057.754761
	Iteration 29Q: 3 clusters Score -6701606 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -6701827.000000 Penalty: 1057.754761
	Iteration 30Q: 3 clusters Score -6701827 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -6701964.500000 Penalty: 1057.754761
	Iteration 31Q: 3 clusters Score -6701964 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -6702136.500000 Penalty: 1057.754761
	Iteration 32Q: 3 clusters Score -6702136 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6702295.000000 Penalty: 1057.754761
	Iteration 33Q: 3 clusters Score -6702295 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6702378.000000 Penalty: 1057.754761
	Iteration 34Q: 3 clusters Score -6702378 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -6702378.000000 Penalty: 1057.754761
	Iteration 35Q: 3 clusters Score -6702378 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6702396.000000 Penalty: 1057.754761
	Iteration 36Q: 3 clusters Score -6702396 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -6702343.000000 Penalty: 1057.754761
	Iteration 37Q: 3 clusters Score -6702343 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6702269.000000 Penalty: 1057.754761
	Iteration 38Q: 3 clusters Score -6702269 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6702211.000000 Penalty: 1057.754761
	Iteration 39Q: 3 clusters Score -6702211 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6702197.500000 Penalty: 1057.754761
	Iteration 40F: 3 clusters Score -6702198 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6702182.000000 Penalty: 1057.754761
	Iteration 41Q: 3 clusters Score -6702182 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6702105.000000 Penalty: 1057.754761
	Iteration 42Q: 3 clusters Score -6702105 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6702026.000000 Penalty: 1057.754761
	Iteration 43Q: 3 clusters Score -6702026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6701962.000000 Penalty: 1057.754761
	Iteration 44Q: 3 clusters Score -6701962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6701892.500000 Penalty: 1057.754761
	Iteration 45Q: 3 clusters Score -6701892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6701839.000000 Penalty: 1057.754761
	Iteration 46Q: 3 clusters Score -6701839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6701798.000000 Penalty: 1057.754761
	Iteration 47Q: 3 clusters Score -6701798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6701765.000000 Penalty: 1057.754761
	Iteration 48Q: 3 clusters Score -6701765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6701720.500000 Penalty: 1057.754761
	Iteration 49Q: 3 clusters Score -6701720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6701668.500000 Penalty: 1057.754761
	Iteration 50Q: 3 clusters Score -6701668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6701645.000000 Penalty: 1057.754761
	Iteration 51Q: 3 clusters Score -6701645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6701637.500000 Penalty: 1057.754761
	Iteration 52Q: 3 clusters Score -6701638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6701609.000000 Penalty: 1057.754761
	Iteration 53Q: 3 clusters Score -6701609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6701587.500000 Penalty: 1057.754761
	Iteration 54Q: 3 clusters Score -6701588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6701575.000000 Penalty: 1057.754761
	Iteration 55Q: 3 clusters Score -6701575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6701569.000000 Penalty: 1057.754761
	Iteration 56Q: 3 clusters Score -6701569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6701553.000000 Penalty: 1057.754761
	Iteration 57Q: 3 clusters Score -6701553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6701548.000000 Penalty: 1057.754761
	Iteration 58Q: 3 clusters Score -6701548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6701542.500000 Penalty: 1057.754761
	Iteration 59Q: 3 clusters Score -6701542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6701538.500000 Penalty: 1057.754761
	Iteration 60F: 3 clusters Score -6701538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6701525.000000 Penalty: 1057.754761
	Iteration 61Q: 3 clusters Score -6701525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6701532.000000 Penalty: 1057.754761
	Iteration 62Q: 3 clusters Score -6701532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6701524.500000 Penalty: 1057.754761
	Iteration 63Q: 3 clusters Score -6701524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6701514.000000 Penalty: 1057.754761
	Iteration 64Q: 3 clusters Score -6701514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6701506.000000 Penalty: 1057.754761
	Iteration 65Q: 3 clusters Score -6701506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6701505.500000 Penalty: 1057.754761
	Iteration 66Q: 3 clusters Score -6701506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6701501.000000 Penalty: 1057.754761
	Iteration 67Q: 3 clusters Score -6701501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6701493.500000 Penalty: 1057.754761
	Iteration 68Q: 3 clusters Score -6701494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6701489.500000 Penalty: 1057.754761
	Iteration 69Q: 3 clusters Score -6701490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6701488.500000 Penalty: 1057.754761
	Iteration 70Q: 3 clusters Score -6701488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6701489.000000 Penalty: 1057.754761
	Iteration 71Q: 3 clusters Score -6701489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6701490.500000 Penalty: 1057.754761
	Iteration 72Q: 3 clusters Score -6701490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6701489.500000 Penalty: 1057.754761
	Iteration 73Q: 3 clusters Score -6701490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6701489.500000 Penalty: 1057.754761
	Iteration 74F: 3 clusters Score -6701490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Entering Unmasked Estep 
Score: -956021.437500 Penalty: 440.259033
	Iteration 0F: 2 clusters Score -956021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -945278.250000 Penalty: 880.518066
	Iteration 0F: 3 clusters Score -945278.2 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -949627.937500 Penalty: 880.518066
	Iteration 1F: 3 clusters Score -949627.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -950012.250000 Penalty: 880.518066
	Iteration 2F: 3 clusters Score -950012.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -950586.500000 Penalty: 880.518066
	Iteration 3F: 3 clusters Score -950586.5 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -951458.375000 Penalty: 880.518066
	Iteration 4F: 3 clusters Score -951458.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -952492.562500 Penalty: 880.518066
	Iteration 5F: 3 clusters Score -952492.6 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -953280.062500 Penalty: 880.518066
	Iteration 6F: 3 clusters Score -953280.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -953679.312500 Penalty: 880.518066
	Iteration 7Q: 3 clusters Score -953679.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -953858.562500 Penalty: 880.518066
	Iteration 8Q: 3 clusters Score -953858.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -953986.937500 Penalty: 880.518066
	Iteration 9Q: 3 clusters Score -953986.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -954081.875000 Penalty: 880.518066
	Iteration 10Q: 3 clusters Score -954081.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -954149.187500 Penalty: 880.518066
	Iteration 11Q: 3 clusters Score -954149.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -954202.312500 Penalty: 880.518066
	Iteration 12Q: 3 clusters Score -954202.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -954242.500000 Penalty: 880.518066
	Iteration 13Q: 3 clusters Score -954242.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -954277.625000 Penalty: 880.518066
	Iteration 14Q: 3 clusters Score -954277.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -954312.812500 Penalty: 880.518066
	Iteration 15Q: 3 clusters Score -954312.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -954350.437500 Penalty: 880.518066
	Iteration 16Q: 3 clusters Score -954350.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -954394.000000 Penalty: 880.518066
	Iteration 17Q: 3 clusters Score -954394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -954431.250000 Penalty: 880.518066
	Iteration 18Q: 3 clusters Score -954431.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -954469.750000 Penalty: 880.518066
	Iteration 19Q: 3 clusters Score -954469.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -954513.625000 Penalty: 880.518066
	Iteration 20F: 3 clusters Score -954513.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -954551.187500 Penalty: 880.518066
	Iteration 21Q: 3 clusters Score -954551.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -954586.375000 Penalty: 880.518066
	Iteration 22Q: 3 clusters Score -954586.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -954614.250000 Penalty: 880.518066
	Iteration 23Q: 3 clusters Score -954614.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -954634.500000 Penalty: 880.518066
	Iteration 24Q: 3 clusters Score -954634.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -954650.062500 Penalty: 880.518066
	Iteration 25Q: 3 clusters Score -954650.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -954664.375000 Penalty: 880.518066
	Iteration 26Q: 3 clusters Score -954664.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -954674.187500 Penalty: 880.518066
	Iteration 27Q: 3 clusters Score -954674.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -954678.687500 Penalty: 880.518066
	Iteration 28Q: 3 clusters Score -954678.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -954681.812500 Penalty: 880.518066
	Iteration 29Q: 3 clusters Score -954681.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -954687.375000 Penalty: 880.518066
	Iteration 30Q: 3 clusters Score -954687.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -954686.125000 Penalty: 880.518066
	Iteration 31Q: 3 clusters Score -954686.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -954688.625000 Penalty: 880.518066
	Iteration 32Q: 3 clusters Score -954688.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -954693.500000 Penalty: 880.518066
	Iteration 33Q: 3 clusters Score -954693.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -954697.625000 Penalty: 880.518066
	Iteration 34Q: 3 clusters Score -954697.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -954699.062500 Penalty: 880.518066
	Iteration 35Q: 3 clusters Score -954699.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -954702.937500 Penalty: 880.518066
	Iteration 36Q: 3 clusters Score -954702.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -954703.750000 Penalty: 880.518066
	Iteration 37Q: 3 clusters Score -954703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -954705.687500 Penalty: 880.518066
	Iteration 38Q: 3 clusters Score -954705.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -954702.625000 Penalty: 880.518066
	Iteration 39Q: 3 clusters Score -954702.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -954705.062500 Penalty: 880.518066
	Iteration 40F: 3 clusters Score -954705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -954706.875000 Penalty: 880.518066
	Iteration 41Q: 3 clusters Score -954706.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -954706.500000 Penalty: 880.518066
	Iteration 42Q: 3 clusters Score -954706.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -954707.437500 Penalty: 880.518066
	Iteration 43Q: 3 clusters Score -954707.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -954708.375000 Penalty: 880.518066
	Iteration 44Q: 3 clusters Score -954708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -954711.000000 Penalty: 880.518066
	Iteration 45Q: 3 clusters Score -954711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -954715.187500 Penalty: 880.518066
	Iteration 46Q: 3 clusters Score -954715.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -954717.500000 Penalty: 880.518066
	Iteration 47Q: 3 clusters Score -954717.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -954720.750000 Penalty: 880.518066
	Iteration 48Q: 3 clusters Score -954720.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -954718.062500 Penalty: 880.518066
	Iteration 49Q: 3 clusters Score -954718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -954717.187500 Penalty: 880.518066
	Iteration 50Q: 3 clusters Score -954717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -954720.500000 Penalty: 880.518066
	Iteration 51Q: 3 clusters Score -954720.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -954723.875000 Penalty: 880.518066
	Iteration 52Q: 3 clusters Score -954723.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -954724.937500 Penalty: 880.518066
	Iteration 53Q: 3 clusters Score -954724.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -954727.187500 Penalty: 880.518066
	Iteration 54Q: 3 clusters Score -954727.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -954730.750000 Penalty: 880.518066
	Iteration 55Q: 3 clusters Score -954730.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -954735.375000 Penalty: 880.518066
	Iteration 56Q: 3 clusters Score -954735.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -954737.500000 Penalty: 880.518066
	Iteration 57Q: 3 clusters Score -954737.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -954739.937500 Penalty: 880.518066
	Iteration 58Q: 3 clusters Score -954739.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -954742.562500 Penalty: 880.518066
	Iteration 59Q: 3 clusters Score -954742.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -954744.125000 Penalty: 880.518066
	Iteration 60F: 3 clusters Score -954744.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -954748.937500 Penalty: 880.518066
	Iteration 61Q: 3 clusters Score -954748.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -954754.937500 Penalty: 880.518066
	Iteration 62Q: 3 clusters Score -954754.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -954760.062500 Penalty: 880.518066
	Iteration 63Q: 3 clusters Score -954760.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -954766.437500 Penalty: 880.518066
	Iteration 64Q: 3 clusters Score -954766.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -954773.375000 Penalty: 880.518066
	Iteration 65Q: 3 clusters Score -954773.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -954777.875000 Penalty: 880.518066
	Iteration 66Q: 3 clusters Score -954777.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -954787.562500 Penalty: 880.518066
	Iteration 67Q: 3 clusters Score -954787.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -954794.437500 Penalty: 880.518066
	Iteration 68Q: 3 clusters Score -954794.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -954797.437500 Penalty: 880.518066
	Iteration 69Q: 3 clusters Score -954797.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -954802.812500 Penalty: 880.518066
	Iteration 70Q: 3 clusters Score -954802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -954809.562500 Penalty: 880.518066
	Iteration 71Q: 3 clusters Score -954809.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -954814.125000 Penalty: 880.518066
	Iteration 72Q: 3 clusters Score -954814.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -954815.000000 Penalty: 880.518066
	Iteration 73Q: 3 clusters Score -954815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -954822.312500 Penalty: 880.518066
	Iteration 74Q: 3 clusters Score -954822.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -954825.500000 Penalty: 880.518066
	Iteration 75Q: 3 clusters Score -954825.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -954832.562500 Penalty: 880.518066
	Iteration 76Q: 3 clusters Score -954832.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -954832.312500 Penalty: 880.518066
	Iteration 77Q: 3 clusters Score -954832.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -954839.312500 Penalty: 880.518066
	Iteration 78Q: 3 clusters Score -954839.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -954848.125000 Penalty: 880.518066
	Iteration 79Q: 3 clusters Score -954848.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -954853.187500 Penalty: 880.518066
	Iteration 80F: 3 clusters Score -954853.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -954859.875000 Penalty: 880.518066
	Iteration 81Q: 3 clusters Score -954859.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -954862.937500 Penalty: 880.518066
	Iteration 82Q: 3 clusters Score -954862.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -954869.062500 Penalty: 880.518066
	Iteration 83Q: 3 clusters Score -954869.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -954872.625000 Penalty: 880.518066
	Iteration 84Q: 3 clusters Score -954872.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -954876.000000 Penalty: 880.518066
	Iteration 85Q: 3 clusters Score -954876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -954880.937500 Penalty: 880.518066
	Iteration 86Q: 3 clusters Score -954880.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -954888.062500 Penalty: 880.518066
	Iteration 87Q: 3 clusters Score -954888.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -954896.562500 Penalty: 880.518066
	Iteration 88Q: 3 clusters Score -954896.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -954902.187500 Penalty: 880.518066
	Iteration 89Q: 3 clusters Score -954902.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -954910.500000 Penalty: 880.518066
	Iteration 90Q: 3 clusters Score -954910.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -954926.750000 Penalty: 880.518066
	Iteration 91Q: 3 clusters Score -954926.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -954941.125000 Penalty: 880.518066
	Iteration 92Q: 3 clusters Score -954941.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -954961.750000 Penalty: 880.518066
	Iteration 93Q: 3 clusters Score -954961.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -954980.062500 Penalty: 880.518066
	Iteration 94Q: 3 clusters Score -954980.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -954988.312500 Penalty: 880.518066
	Iteration 95Q: 3 clusters Score -954988.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -954997.625000 Penalty: 880.518066
	Iteration 96Q: 3 clusters Score -954997.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -955014.687500 Penalty: 880.518066
	Iteration 97Q: 3 clusters Score -955014.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -955032.000000 Penalty: 880.518066
	Iteration 98Q: 3 clusters Score -955032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -955056.875000 Penalty: 880.518066
	Iteration 99Q: 3 clusters Score -955056.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -955097.562500 Penalty: 880.518066
	Iteration 100F: 3 clusters Score -955097.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -955154.312500 Penalty: 880.518066
	Iteration 101Q: 3 clusters Score -955154.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -955211.187500 Penalty: 880.518066
	Iteration 102Q: 3 clusters Score -955211.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -955263.937500 Penalty: 880.518066
	Iteration 103Q: 3 clusters Score -955263.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -955315.125000 Penalty: 880.518066
	Iteration 104Q: 3 clusters Score -955315.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -955366.312500 Penalty: 880.518066
	Iteration 105Q: 3 clusters Score -955366.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -955406.062500 Penalty: 880.518066
	Iteration 106Q: 3 clusters Score -955406.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -955444.437500 Penalty: 880.518066
	Iteration 107Q: 3 clusters Score -955444.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -955487.000000 Penalty: 880.518066
	Iteration 108Q: 3 clusters Score -955487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -955514.875000 Penalty: 880.518066
	Iteration 109Q: 3 clusters Score -955514.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -955546.687500 Penalty: 880.518066
	Iteration 110Q: 3 clusters Score -955546.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -955576.125000 Penalty: 880.518066
	Iteration 111Q: 3 clusters Score -955576.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -955595.687500 Penalty: 880.518066
	Iteration 112Q: 3 clusters Score -955595.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -955618.812500 Penalty: 880.518066
	Iteration 113Q: 3 clusters Score -955618.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -955639.562500 Penalty: 880.518066
	Iteration 114Q: 3 clusters Score -955639.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -955650.687500 Penalty: 880.518066
	Iteration 115Q: 3 clusters Score -955650.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -955654.375000 Penalty: 880.518066
	Iteration 116Q: 3 clusters Score -955654.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -955658.437500 Penalty: 880.518066
	Iteration 117Q: 3 clusters Score -955658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -955666.875000 Penalty: 880.518066
	Iteration 118Q: 3 clusters Score -955666.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -955674.812500 Penalty: 880.518066
	Iteration 119Q: 3 clusters Score -955674.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -955683.875000 Penalty: 880.518066
	Iteration 120F: 3 clusters Score -955683.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -955690.125000 Penalty: 880.518066
	Iteration 121Q: 3 clusters Score -955690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -955692.125000 Penalty: 880.518066
	Iteration 122Q: 3 clusters Score -955692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -955691.937500 Penalty: 880.518066
	Iteration 123Q: 3 clusters Score -955691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -955692.750000 Penalty: 880.518066
	Iteration 124Q: 3 clusters Score -955692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -955693.187500 Penalty: 880.518066
	Iteration 125Q: 3 clusters Score -955693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -955694.187500 Penalty: 880.518066
	Iteration 126Q: 3 clusters Score -955694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -955694.812500 Penalty: 880.518066
	Iteration 127Q: 3 clusters Score -955694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -955695.500000 Penalty: 880.518066
	Iteration 128Q: 3 clusters Score -955695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -955695.500000 Penalty: 880.518066
	Iteration 129Q: 3 clusters Score -955695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -955695.500000 Penalty: 880.518066
	Iteration 130F: 3 clusters Score -955695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -22840.583984 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -22840.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22429.486328 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -22429.49 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22535.646484 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -22535.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22564.210938 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -22564.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22578.521484 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -22578.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22593.738281 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -22593.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22614.619141 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -22614.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22625.203125 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -22625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22643.796875 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -22643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22658.660156 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -22658.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22671.925781 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -22671.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22676.232422 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -22676.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22681.468750 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -22681.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22684.462891 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -22684.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22686.441406 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -22686.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22688.816406 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -22688.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22688.816406 Penalty: 542.451477
	Iteration 15F: 3 clusters Score -22688.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28069.902344 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28069.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28270.089844 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28270.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28339.449219 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28339.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28397.486328 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28397.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28420.554688 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -28420.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28436.789062 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28436.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28446.812500 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28446.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28453.175781 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28453.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28458.847656 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28458.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28460.914062 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28460.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28461.986328 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28461.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28463.708984 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28463.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28463.708984 Penalty: 561.434570
	Iteration 12F: 3 clusters Score -28463.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5999.168457 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5999.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5803.369141 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5803.369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5913.924316 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5913.924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5943.136230 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5943.136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5972.400879 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5972.401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6017.099121 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -6017.099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6184.138672 Penalty: 423.510376
	Iteration 5F: 3 clusters Score -6184.139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6234.611328 Penalty: 423.510376
	Iteration 6F: 3 clusters Score -6234.611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6264.744629 Penalty: 423.510376
	Iteration 7F: 3 clusters Score -6264.745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6273.150879 Penalty: 423.510376
	Iteration 8Q: 3 clusters Score -6273.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6273.150879 Penalty: 423.510376
	Iteration 9F: 3 clusters Score -6273.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Entering Unmasked Estep 
Score: -58196944.000000 Penalty: 48460.542969
Splitting cluster 20 changes total score from -58196820.000000 to -58196944.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7577.691895 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7577.692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7620.061523 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7620.062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7637.483398 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7637.483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7648.138184 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7648.138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7667.234863 Penalty: 447.718262
	Iteration 4F: 3 clusters Score -7667.235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7676.436523 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7676.437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7685.326660 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7685.327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7696.823242 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7696.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7701.786621 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7701.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7701.786621 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -7701.787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -11546.910156 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -11546.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11254.890625 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11254.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11360.715820 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -11360.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11403.247070 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -11403.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11457.127930 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -11457.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11472.112305 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -11472.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11477.693359 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -11477.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11479.259766 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -11479.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11479.259766 Penalty: 499.493347
	Iteration 7F: 3 clusters Score -11479.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -373816.031250 Penalty: 399.525818
	Iteration 0F: 2 clusters Score -373816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -369440.031250 Penalty: 799.051636
	Iteration 0F: 3 clusters Score -369440 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -371266.562500 Penalty: 799.051636
	Iteration 1F: 3 clusters Score -371266.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -371580.687500 Penalty: 799.051636
	Iteration 2F: 3 clusters Score -371580.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -372001.937500 Penalty: 799.051636
	Iteration 3F: 3 clusters Score -372001.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -372372.312500 Penalty: 799.051636
	Iteration 4F: 3 clusters Score -372372.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -372694.000000 Penalty: 799.051636
	Iteration 5F: 3 clusters Score -372694 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -372877.906250 Penalty: 799.051636
	Iteration 6Q: 3 clusters Score -372877.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372979.125000 Penalty: 799.051636
	Iteration 7Q: 3 clusters Score -372979.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -373056.968750 Penalty: 799.051636
	Iteration 8Q: 3 clusters Score -373057 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373138.968750 Penalty: 799.051636
	Iteration 9Q: 3 clusters Score -373139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373237.250000 Penalty: 799.051636
	Iteration 10Q: 3 clusters Score -373237.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -373336.531250 Penalty: 799.051636
	Iteration 11Q: 3 clusters Score -373336.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -373416.062500 Penalty: 799.051636
	Iteration 12Q: 3 clusters Score -373416.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -373482.718750 Penalty: 799.051636
	Iteration 13Q: 3 clusters Score -373482.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -373544.093750 Penalty: 799.051636
	Iteration 14Q: 3 clusters Score -373544.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -373589.500000 Penalty: 799.051636
	Iteration 15Q: 3 clusters Score -373589.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -373617.375000 Penalty: 799.051636
	Iteration 16Q: 3 clusters Score -373617.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -373630.687500 Penalty: 799.051636
	Iteration 17Q: 3 clusters Score -373630.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -373648.093750 Penalty: 799.051636
	Iteration 18Q: 3 clusters Score -373648.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -373662.906250 Penalty: 799.051636
	Iteration 19Q: 3 clusters Score -373662.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -373675.718750 Penalty: 799.051636
	Iteration 20F: 3 clusters Score -373675.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -373684.125000 Penalty: 799.051636
	Iteration 21Q: 3 clusters Score -373684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -373689.968750 Penalty: 799.051636
	Iteration 22Q: 3 clusters Score -373690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -373695.906250 Penalty: 799.051636
	Iteration 23Q: 3 clusters Score -373695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -373699.937500 Penalty: 799.051636
	Iteration 24Q: 3 clusters Score -373699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -373703.812500 Penalty: 799.051636
	Iteration 25Q: 3 clusters Score -373703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -373704.968750 Penalty: 799.051636
	Iteration 26Q: 3 clusters Score -373705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -373706.468750 Penalty: 799.051636
	Iteration 27Q: 3 clusters Score -373706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -373706.875000 Penalty: 799.051636
	Iteration 28Q: 3 clusters Score -373706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -373708.000000 Penalty: 799.051636
	Iteration 29Q: 3 clusters Score -373708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -373708.437500 Penalty: 799.051636
	Iteration 30Q: 3 clusters Score -373708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -373709.906250 Penalty: 799.051636
	Iteration 31Q: 3 clusters Score -373709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -373710.500000 Penalty: 799.051636
	Iteration 32Q: 3 clusters Score -373710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -373709.718750 Penalty: 799.051636
	Iteration 33Q: 3 clusters Score -373709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -373709.718750 Penalty: 799.051636
	Iteration 34F: 3 clusters Score -373709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (126724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Entering Unmasked Estep 
Score: -7571287.500000 Penalty: 534.614380
	Iteration 0F: 2 clusters Score -7571288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -7489787.500000 Penalty: 1069.228760
	Iteration 0F: 3 clusters Score -7489788 nChanged 61957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -7528201.000000 Penalty: 1069.228760
	Iteration 1F: 3 clusters Score -7528201 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7530196.500000 Penalty: 1069.228760
	Iteration 2Q: 3 clusters Score -7530196 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7533664.500000 Penalty: 1069.228760
	Iteration 3F: 3 clusters Score -7533664 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -7539078.500000 Penalty: 1069.228760
	Iteration 4F: 3 clusters Score -7539078 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -7546434.000000 Penalty: 1069.228760
	Iteration 5F: 3 clusters Score -7546434 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7553370.000000 Penalty: 1069.228760
	Iteration 6F: 3 clusters Score -7553370 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7556985.500000 Penalty: 1069.228760
	Iteration 7F: 3 clusters Score -7556986 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7558699.500000 Penalty: 1069.228760
	Iteration 8Q: 3 clusters Score -7558700 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -7559871.500000 Penalty: 1069.228760
	Iteration 9Q: 3 clusters Score -7559872 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7560824.000000 Penalty: 1069.228760
	Iteration 10Q: 3 clusters Score -7560824 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -7561782.500000 Penalty: 1069.228760
	Iteration 11Q: 3 clusters Score -7561782 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -7562657.500000 Penalty: 1069.228760
	Iteration 12Q: 3 clusters Score -7562658 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -7563460.500000 Penalty: 1069.228760
	Iteration 13Q: 3 clusters Score -7563460 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7564278.000000 Penalty: 1069.228760
	Iteration 14Q: 3 clusters Score -7564278 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -7564980.000000 Penalty: 1069.228760
	Iteration 15Q: 3 clusters Score -7564980 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -7565636.500000 Penalty: 1069.228760
	Iteration 16Q: 3 clusters Score -7565636 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -7566326.500000 Penalty: 1069.228760
	Iteration 17Q: 3 clusters Score -7566326 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114009 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -7566877.000000 Penalty: 1069.228760
	Iteration 18Q: 3 clusters Score -7566877 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -7567432.500000 Penalty: 1069.228760
	Iteration 19Q: 3 clusters Score -7567432 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -7567926.500000 Penalty: 1069.228760
	Iteration 20F: 3 clusters Score -7567926 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -7568417.500000 Penalty: 1069.228760
	Iteration 21Q: 3 clusters Score -7568418 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -7568809.000000 Penalty: 1069.228760
	Iteration 22Q: 3 clusters Score -7568809 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7569164.500000 Penalty: 1069.228760
	Iteration 23Q: 3 clusters Score -7569164 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -7569489.500000 Penalty: 1069.228760
	Iteration 24Q: 3 clusters Score -7569490 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121818 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7569718.000000 Penalty: 1069.228760
	Iteration 25Q: 3 clusters Score -7569718 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7569930.500000 Penalty: 1069.228760
	Iteration 26Q: 3 clusters Score -7569930 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123050 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7570061.500000 Penalty: 1069.228760
	Iteration 27Q: 3 clusters Score -7570062 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7570237.500000 Penalty: 1069.228760
	Iteration 28Q: 3 clusters Score -7570238 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7570370.500000 Penalty: 1069.228760
	Iteration 29Q: 3 clusters Score -7570370 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7570483.000000 Penalty: 1069.228760
	Iteration 30Q: 3 clusters Score -7570483 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124670 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7570549.500000 Penalty: 1069.228760
	Iteration 31Q: 3 clusters Score -7570550 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7570593.500000 Penalty: 1069.228760
	Iteration 32Q: 3 clusters Score -7570594 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7570663.500000 Penalty: 1069.228760
	Iteration 33Q: 3 clusters Score -7570664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7570750.500000 Penalty: 1069.228760
	Iteration 34Q: 3 clusters Score -7570750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7570768.500000 Penalty: 1069.228760
	Iteration 35Q: 3 clusters Score -7570768 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7570793.000000 Penalty: 1069.228760
	Iteration 36Q: 3 clusters Score -7570793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7570827.500000 Penalty: 1069.228760
	Iteration 37Q: 3 clusters Score -7570828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7570834.500000 Penalty: 1069.228760
	Iteration 38Q: 3 clusters Score -7570834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7570839.500000 Penalty: 1069.228760
	Iteration 39Q: 3 clusters Score -7570840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7570855.500000 Penalty: 1069.228760
	Iteration 40F: 3 clusters Score -7570856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7570850.000000 Penalty: 1069.228760
	Iteration 41Q: 3 clusters Score -7570850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7570866.000000 Penalty: 1069.228760
	Iteration 42Q: 3 clusters Score -7570866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7570876.500000 Penalty: 1069.228760
	Iteration 43Q: 3 clusters Score -7570876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126070 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7570885.500000 Penalty: 1069.228760
	Iteration 44Q: 3 clusters Score -7570886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7570893.500000 Penalty: 1069.228760
	Iteration 45Q: 3 clusters Score -7570894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7570901.500000 Penalty: 1069.228760
	Iteration 46Q: 3 clusters Score -7570902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7570911.000000 Penalty: 1069.228760
	Iteration 47Q: 3 clusters Score -7570911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7570906.500000 Penalty: 1069.228760
	Iteration 48Q: 3 clusters Score -7570906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7570901.500000 Penalty: 1069.228760
	Iteration 49Q: 3 clusters Score -7570902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126154 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7570898.000000 Penalty: 1069.228760
	Iteration 50Q: 3 clusters Score -7570898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126164 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7570900.500000 Penalty: 1069.228760
	Iteration 51Q: 3 clusters Score -7570900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7570905.000000 Penalty: 1069.228760
	Iteration 52Q: 3 clusters Score -7570905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7570906.500000 Penalty: 1069.228760
	Iteration 53Q: 3 clusters Score -7570906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126180 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7570904.000000 Penalty: 1069.228760
	Iteration 54Q: 3 clusters Score -7570904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7570904.500000 Penalty: 1069.228760
	Iteration 55Q: 3 clusters Score -7570904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7570906.000000 Penalty: 1069.228760
	Iteration 56Q: 3 clusters Score -7570906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7570903.500000 Penalty: 1069.228760
	Iteration 57Q: 3 clusters Score -7570904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7570904.000000 Penalty: 1069.228760
	Iteration 58Q: 3 clusters Score -7570904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7570903.500000 Penalty: 1069.228760
	Iteration 59Q: 3 clusters Score -7570904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7570903.500000 Penalty: 1069.228760
	Iteration 60F: 3 clusters Score -7570904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -202013.265625 Penalty: 369.337708
	Iteration 0F: 2 clusters Score -202013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -199686.343750 Penalty: 738.675415
	Iteration 0F: 3 clusters Score -199686.3 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -200571.906250 Penalty: 738.675415
	Iteration 1F: 3 clusters Score -200571.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -200779.406250 Penalty: 738.675415
	Iteration 2F: 3 clusters Score -200779.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -201006.156250 Penalty: 738.675415
	Iteration 3F: 3 clusters Score -201006.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -201307.046875 Penalty: 738.675415
	Iteration 4F: 3 clusters Score -201307 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -201514.812500 Penalty: 738.675415
	Iteration 5F: 3 clusters Score -201514.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -201633.671875 Penalty: 738.675415
	Iteration 6Q: 3 clusters Score -201633.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -201697.421875 Penalty: 738.675415
	Iteration 7Q: 3 clusters Score -201697.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -201745.890625 Penalty: 738.675415
	Iteration 8Q: 3 clusters Score -201745.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -201778.953125 Penalty: 738.675415
	Iteration 9Q: 3 clusters Score -201779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -201796.984375 Penalty: 738.675415
	Iteration 10Q: 3 clusters Score -201797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -201807.171875 Penalty: 738.675415
	Iteration 11Q: 3 clusters Score -201807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -201814.000000 Penalty: 738.675415
	Iteration 12Q: 3 clusters Score -201814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -201816.343750 Penalty: 738.675415
	Iteration 13Q: 3 clusters Score -201816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -201817.265625 Penalty: 738.675415
	Iteration 14Q: 3 clusters Score -201817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -201818.781250 Penalty: 738.675415
	Iteration 15Q: 3 clusters Score -201818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -201820.234375 Penalty: 738.675415
	Iteration 16Q: 3 clusters Score -201820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -201821.062500 Penalty: 738.675415
	Iteration 17Q: 3 clusters Score -201821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -201821.296875 Penalty: 738.675415
	Iteration 18Q: 3 clusters Score -201821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -201821.437500 Penalty: 738.675415
	Iteration 19Q: 3 clusters Score -201821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -201821.437500 Penalty: 738.675415
	Iteration 20F: 3 clusters Score -201821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57486.566406 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57486.57 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -57758.738281 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57758.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57846.792969 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57846.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57953.746094 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57953.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58024.273438 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -58024.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58073.679688 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -58073.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58101.582031 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58101.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58122.359375 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58122.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58136.292969 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58136.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58151.953125 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58151.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58174.113281 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58174.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58194.277344 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58194.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58207.726562 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58207.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58213.609375 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58213.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58217.695312 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58219.734375 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58219.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58220.550781 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58220.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58221.613281 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58221.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58223.636719 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58223.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58224.972656 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58224.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58226.351562 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58226.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58228.101562 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -58228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58230.464844 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -58230.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -58232.070312 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -58232.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58245.859375 Penalty: 623.554077
	Iteration 24Q: 3 clusters Score -58245.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58249.953125 Penalty: 623.554077
	Iteration 25Q: 3 clusters Score -58249.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58252.113281 Penalty: 623.554077
	Iteration 26Q: 3 clusters Score -58252.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58254.664062 Penalty: 623.554077
	Iteration 27Q: 3 clusters Score -58254.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -58256.269531 Penalty: 623.554077
	Iteration 28Q: 3 clusters Score -58256.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58257.191406 Penalty: 623.554077
	Iteration 29Q: 3 clusters Score -58257.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -58259.898438 Penalty: 623.554077
	Iteration 30Q: 3 clusters Score -58259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58265.929688 Penalty: 623.554077
	Iteration 31Q: 3 clusters Score -58265.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58273.703125 Penalty: 623.554077
	Iteration 32Q: 3 clusters Score -58273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58275.324219 Penalty: 623.554077
	Iteration 33Q: 3 clusters Score -58275.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58275.925781 Penalty: 623.554077
	Iteration 34Q: 3 clusters Score -58275.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58276.183594 Penalty: 623.554077
	Iteration 35Q: 3 clusters Score -58276.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58276.183594 Penalty: 623.554077
	Iteration 36F: 3 clusters Score -58276.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 393 members 
Entering Unmasked Estep 
Score: -58196648.000000 Penalty: 49089.898438
Splitting cluster 26 changes total score from -58196820.000000 to -58196648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15574.988281 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15574.99 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15646.982422 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15646.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15658.527344 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15658.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15664.964844 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15664.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15672.522461 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15672.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15676.112305 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15676.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15676.112305 Penalty: 504.611145
	Iteration 6F: 3 clusters Score -15676.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -7048.898926 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -7048.899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6736.491699 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -6736.492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6867.292969 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -6867.293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6903.041504 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -6903.042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6915.775879 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -6915.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6938.310059 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -6938.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6957.077637 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -6957.078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6970.283203 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -6970.283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6982.750000 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -6982.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6992.344727 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -6992.345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6998.416992 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -6998.417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7001.812500 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -7001.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7001.812500 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -7001.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -37968.511719 Penalty: 295.189636
	Iteration 0F: 2 clusters Score -37968.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37375.238281 Penalty: 590.379272
	Iteration 0F: 3 clusters Score -37375.24 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37520.976562 Penalty: 590.379272
	Iteration 1F: 3 clusters Score -37520.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37544.500000 Penalty: 590.379272
	Iteration 2F: 3 clusters Score -37544.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37557.187500 Penalty: 590.379272
	Iteration 3Q: 3 clusters Score -37557.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37563.890625 Penalty: 590.379272
	Iteration 4Q: 3 clusters Score -37563.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37569.562500 Penalty: 590.379272
	Iteration 5Q: 3 clusters Score -37569.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37572.355469 Penalty: 590.379272
	Iteration 6Q: 3 clusters Score -37572.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37575.218750 Penalty: 590.379272
	Iteration 7Q: 3 clusters Score -37575.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37577.687500 Penalty: 590.379272
	Iteration 8Q: 3 clusters Score -37577.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37579.546875 Penalty: 590.379272
	Iteration 9Q: 3 clusters Score -37579.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37580.644531 Penalty: 590.379272
	Iteration 10Q: 3 clusters Score -37580.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37583.148438 Penalty: 590.379272
	Iteration 11Q: 3 clusters Score -37583.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37586.390625 Penalty: 590.379272
	Iteration 12Q: 3 clusters Score -37586.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37589.324219 Penalty: 590.379272
	Iteration 13Q: 3 clusters Score -37589.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37589.710938 Penalty: 590.379272
	Iteration 14Q: 3 clusters Score -37589.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37590.074219 Penalty: 590.379272
	Iteration 15Q: 3 clusters Score -37590.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37590.074219 Penalty: 590.379272
	Iteration 16F: 3 clusters Score -37590.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Entering Unmasked Estep 
Score: -4690673.500000 Penalty: 511.876831
	Iteration 0F: 2 clusters Score -4690674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4639002.000000 Penalty: 1023.753662
	Iteration 0F: 3 clusters Score -4639002 nChanged 37381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4662747.500000 Penalty: 1023.753662
	Iteration 1F: 3 clusters Score -4662748 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4665533.000000 Penalty: 1023.753662
	Iteration 2F: 3 clusters Score -4665533 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4670157.500000 Penalty: 1023.753662
	Iteration 3F: 3 clusters Score -4670158 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4676778.500000 Penalty: 1023.753662
	Iteration 4F: 3 clusters Score -4676778 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4682075.500000 Penalty: 1023.753662
	Iteration 5F: 3 clusters Score -4682076 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4683992.500000 Penalty: 1023.753662
	Iteration 6Q: 3 clusters Score -4683992 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4684663.500000 Penalty: 1023.753662
	Iteration 7Q: 3 clusters Score -4684664 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4685094.000000 Penalty: 1023.753662
	Iteration 8Q: 3 clusters Score -4685094 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4685370.500000 Penalty: 1023.753662
	Iteration 9Q: 3 clusters Score -4685370 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4685536.500000 Penalty: 1023.753662
	Iteration 10Q: 3 clusters Score -4685536 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -4685599.000000 Penalty: 1023.753662
	Iteration 11Q: 3 clusters Score -4685599 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -4685691.500000 Penalty: 1023.753662
	Iteration 12Q: 3 clusters Score -4685692 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4685755.000000 Penalty: 1023.753662
	Iteration 13Q: 3 clusters Score -4685755 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -4685785.500000 Penalty: 1023.753662
	Iteration 14Q: 3 clusters Score -4685786 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4685811.000000 Penalty: 1023.753662
	Iteration 15Q: 3 clusters Score -4685811 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4685837.000000 Penalty: 1023.753662
	Iteration 16Q: 3 clusters Score -4685837 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4685835.000000 Penalty: 1023.753662
	Iteration 17Q: 3 clusters Score -4685835 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4685843.500000 Penalty: 1023.753662
	Iteration 18Q: 3 clusters Score -4685844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4685893.500000 Penalty: 1023.753662
	Iteration 19Q: 3 clusters Score -4685894 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4685904.500000 Penalty: 1023.753662
	Iteration 20F: 3 clusters Score -4685904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4685930.500000 Penalty: 1023.753662
	Iteration 21Q: 3 clusters Score -4685930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4685949.000000 Penalty: 1023.753662
	Iteration 22Q: 3 clusters Score -4685949 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4685967.000000 Penalty: 1023.753662
	Iteration 23Q: 3 clusters Score -4685967 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4685981.500000 Penalty: 1023.753662
	Iteration 24Q: 3 clusters Score -4685982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4685992.000000 Penalty: 1023.753662
	Iteration 25Q: 3 clusters Score -4685992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4685989.000000 Penalty: 1023.753662
	Iteration 26Q: 3 clusters Score -4685989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4685985.000000 Penalty: 1023.753662
	Iteration 27Q: 3 clusters Score -4685985 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4685989.000000 Penalty: 1023.753662
	Iteration 28Q: 3 clusters Score -4685989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4685992.500000 Penalty: 1023.753662
	Iteration 29Q: 3 clusters Score -4685992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -4685999.000000 Penalty: 1023.753662
	Iteration 30Q: 3 clusters Score -4685999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4685988.500000 Penalty: 1023.753662
	Iteration 31Q: 3 clusters Score -4685988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -4685990.500000 Penalty: 1023.753662
	Iteration 32Q: 3 clusters Score -4685990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -4685990.500000 Penalty: 1023.753662
	Iteration 33Q: 3 clusters Score -4685990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4686007.000000 Penalty: 1023.753662
	Iteration 34Q: 3 clusters Score -4686007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -4686005.500000 Penalty: 1023.753662
	Iteration 35Q: 3 clusters Score -4686006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4686015.000000 Penalty: 1023.753662
	Iteration 36Q: 3 clusters Score -4686015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -4685999.000000 Penalty: 1023.753662
	Iteration 37Q: 3 clusters Score -4685999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4685998.500000 Penalty: 1023.753662
	Iteration 38Q: 3 clusters Score -4685998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4685992.000000 Penalty: 1023.753662
	Iteration 39Q: 3 clusters Score -4685992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4685992.500000 Penalty: 1023.753662
	Iteration 40F: 3 clusters Score -4685992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4685990.000000 Penalty: 1023.753662
	Iteration 41Q: 3 clusters Score -4685990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4685990.500000 Penalty: 1023.753662
	Iteration 42Q: 3 clusters Score -4685990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4685999.000000 Penalty: 1023.753662
	Iteration 43Q: 3 clusters Score -4685999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4685999.000000 Penalty: 1023.753662
	Iteration 44Q: 3 clusters Score -4685999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -4685997.500000 Penalty: 1023.753662
	Iteration 45Q: 3 clusters Score -4685998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4685998.500000 Penalty: 1023.753662
	Iteration 46Q: 3 clusters Score -4685998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4685996.500000 Penalty: 1023.753662
	Iteration 47Q: 3 clusters Score -4685996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4685992.000000 Penalty: 1023.753662
	Iteration 48Q: 3 clusters Score -4685992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4685990.500000 Penalty: 1023.753662
	Iteration 49Q: 3 clusters Score -4685990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4685988.500000 Penalty: 1023.753662
	Iteration 50Q: 3 clusters Score -4685988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4685988.500000 Penalty: 1023.753662
	Iteration 51F: 3 clusters Score -4685988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21417.632812 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21417.63 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21589.736328 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21589.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21667.248047 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21667.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21691.136719 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -21691.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21707.587891 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -21707.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21716.949219 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21716.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21719.240234 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21719.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21719.830078 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21719.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21720.628906 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21720.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21721.228516 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21721.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21721.228516 Penalty: 540.315796
	Iteration 10F: 3 clusters Score -21721.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15807.726562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15807.73 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 122 members 
Entering Unmasked Estep 
Score: -15534.026367 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -15534.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15895.263672 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15895.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16081.023438 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16081.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16122.334961 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -16122.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16132.600586 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16147.525391 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16147.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16199.274414 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -16199.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16291.341797 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -16291.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16316.650391 Penalty: 510.461945
	Iteration 8F: 3 clusters Score -16316.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16326.125000 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16326.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16329.164062 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -16329.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16345.591797 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -16345.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16352.138672 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -16352.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16352.138672 Penalty: 510.461945
	Iteration 13F: 3 clusters Score -16352.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Entering Unmasked Estep 
Score: -58197064.000000 Penalty: 49089.898438
Splitting cluster 32 changes total score from -58196820.000000 to -58197064.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 33 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11490.834961 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11490.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11192.825195 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11192.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11331.682617 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11331.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11398.897461 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11422.886719 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11422.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11433.628906 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11433.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11443.386719 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11443.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11457.164062 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11457.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11491.557617 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -11491.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11501.972656 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -11501.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11512.112305 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -11512.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11514.171875 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -11514.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11514.171875 Penalty: 487.449371
	Iteration 11F: 3 clusters Score -11514.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 87 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 125 members 
Entering Unmasked Estep 
Score: -58196764.000000 Penalty: 49719.257812
Splitting cluster 33 changes total score from -58196820.000000 to -58196764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10017.564453 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10017.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9733.612305 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9733.612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9802.310547 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9802.311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9830.536133 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9830.536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9885.088867 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9885.089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9961.436523 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -9961.437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10012.258789 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -10012.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10084.465820 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -10084.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10105.410156 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -10105.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10117.883789 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10117.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10124.136719 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -10124.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10125.863281 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -10125.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10127.383789 Penalty: 479.842987
	Iteration 11Q: 3 clusters Score -10127.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10127.383789 Penalty: 479.842987
	Iteration 12F: 3 clusters Score -10127.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 102 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 93 members 
Entering Unmasked Estep 
Score: -58196772.000000 Penalty: 49719.257812
Splitting cluster 34 changes total score from -58196820.000000 to -58196772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 155 members 
Entering Unmasked Estep 
Score: -19757.619141 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19757.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19851.500000 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19879.271484 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19879.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19893.646484 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19893.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19906.474609 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19906.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19913.367188 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19913.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19927.927734 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19927.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19940.982422 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19940.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19944.632812 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19944.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19949.707031 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19949.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19955.093750 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -19955.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19964.931641 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -19964.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19972.667969 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -19972.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19979.712891 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -19979.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19988.791016 Penalty: 524.060059
	Iteration 14Q: 3 clusters Score -19988.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19995.650391 Penalty: 524.060059
	Iteration 15Q: 3 clusters Score -19995.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20002.546875 Penalty: 524.060059
	Iteration 16Q: 3 clusters Score -20002.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20015.451172 Penalty: 524.060059
	Iteration 17Q: 3 clusters Score -20015.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20029.607422 Penalty: 524.060059
	Iteration 18Q: 3 clusters Score -20029.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20042.886719 Penalty: 524.060059
	Iteration 19Q: 3 clusters Score -20042.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20050.441406 Penalty: 524.060059
	Iteration 20F: 3 clusters Score -20050.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20054.666016 Penalty: 524.060059
	Iteration 21Q: 3 clusters Score -20054.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20060.056641 Penalty: 524.060059
	Iteration 22Q: 3 clusters Score -20060.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20067.572266 Penalty: 524.060059
	Iteration 23Q: 3 clusters Score -20067.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20068.773438 Penalty: 524.060059
	Iteration 24Q: 3 clusters Score -20068.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20068.773438 Penalty: 524.060059
	Iteration 25F: 3 clusters Score -20068.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16126.012695 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16126.01 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16187.240234 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16187.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16202.523438 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16202.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16215.294922 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16215.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16221.846680 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16221.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16226.757812 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16226.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16229.993164 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16229.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16231.252930 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16231.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16232.500000 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16232.500000 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -16232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11786.934570 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11786.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11477.719727 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11477.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11566.496094 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11592.552734 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11592.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11618.779297 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -11618.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11632.625000 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11632.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11641.613281 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11641.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11649.803711 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11652.180664 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11652.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11652.318359 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -11652.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11652.917969 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -11652.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11654.500000 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -11654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11654.791992 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -11654.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11654.791992 Penalty: 498.738159
	Iteration 12F: 3 clusters Score -11654.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -59594.882812 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -59594.88 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 483 members 
Entering Unmasked Estep 
Score: -58783.015625 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -58783.02 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59060.925781 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -59060.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59153.601562 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -59153.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59233.996094 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -59234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59294.445312 Penalty: 627.691162
	Iteration 4F: 3 clusters Score -59294.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59323.621094 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -59323.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59341.656250 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -59341.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59357.531250 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -59357.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59370.972656 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -59370.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59385.781250 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -59385.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59391.269531 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -59391.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59396.062500 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -59396.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59398.628906 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -59398.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59398.914062 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -59398.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59399.281250 Penalty: 627.691162
	Iteration 14Q: 3 clusters Score -59399.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59399.281250 Penalty: 627.691162
	Iteration 15F: 3 clusters Score -59399.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (40369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Entering Unmasked Estep 
Score: -2493190.500000 Penalty: 482.564697
	Iteration 0F: 2 clusters Score -2493190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2466284.500000 Penalty: 965.129395
	Iteration 0F: 3 clusters Score -2466284 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2478298.750000 Penalty: 965.129395
	Iteration 1F: 3 clusters Score -2478299 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2479093.500000 Penalty: 965.129395
	Iteration 2Q: 3 clusters Score -2479094 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2480327.250000 Penalty: 965.129395
	Iteration 3F: 3 clusters Score -2480327 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2482049.500000 Penalty: 965.129395
	Iteration 4F: 3 clusters Score -2482050 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -2484268.750000 Penalty: 965.129395
	Iteration 5F: 3 clusters Score -2484269 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -2486463.750000 Penalty: 965.129395
	Iteration 6F: 3 clusters Score -2486464 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -2487976.250000 Penalty: 965.129395
	Iteration 7Q: 3 clusters Score -2487976 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -2488858.750000 Penalty: 965.129395
	Iteration 8Q: 3 clusters Score -2488859 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2489503.250000 Penalty: 965.129395
	Iteration 9Q: 3 clusters Score -2489503 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -2490057.000000 Penalty: 965.129395
	Iteration 10Q: 3 clusters Score -2490057 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -2490601.500000 Penalty: 965.129395
	Iteration 11Q: 3 clusters Score -2490602 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -2491039.500000 Penalty: 965.129395
	Iteration 12Q: 3 clusters Score -2491040 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -2491421.750000 Penalty: 965.129395
	Iteration 13Q: 3 clusters Score -2491422 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -2491718.000000 Penalty: 965.129395
	Iteration 14Q: 3 clusters Score -2491718 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -2491977.250000 Penalty: 965.129395
	Iteration 15Q: 3 clusters Score -2491977 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -2492193.000000 Penalty: 965.129395
	Iteration 16Q: 3 clusters Score -2492193 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -2492325.750000 Penalty: 965.129395
	Iteration 17Q: 3 clusters Score -2492326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -2492444.750000 Penalty: 965.129395
	Iteration 18Q: 3 clusters Score -2492445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -2492527.250000 Penalty: 965.129395
	Iteration 19Q: 3 clusters Score -2492527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -2492580.500000 Penalty: 965.129395
	Iteration 20F: 3 clusters Score -2492580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -2492640.500000 Penalty: 965.129395
	Iteration 21Q: 3 clusters Score -2492640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -2492679.750000 Penalty: 965.129395
	Iteration 22Q: 3 clusters Score -2492680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -2492698.500000 Penalty: 965.129395
	Iteration 23Q: 3 clusters Score -2492698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -2492708.000000 Penalty: 965.129395
	Iteration 24Q: 3 clusters Score -2492708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -2492721.000000 Penalty: 965.129395
	Iteration 25Q: 3 clusters Score -2492721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -2492732.250000 Penalty: 965.129395
	Iteration 26Q: 3 clusters Score -2492732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -2492741.000000 Penalty: 965.129395
	Iteration 27Q: 3 clusters Score -2492741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -2492747.250000 Penalty: 965.129395
	Iteration 28Q: 3 clusters Score -2492747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -2492754.000000 Penalty: 965.129395
	Iteration 29Q: 3 clusters Score -2492754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -2492756.000000 Penalty: 965.129395
	Iteration 30Q: 3 clusters Score -2492756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -2492759.750000 Penalty: 965.129395
	Iteration 31Q: 3 clusters Score -2492760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -2492761.500000 Penalty: 965.129395
	Iteration 32Q: 3 clusters Score -2492762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -2492762.000000 Penalty: 965.129395
	Iteration 33Q: 3 clusters Score -2492762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -2492768.250000 Penalty: 965.129395
	Iteration 34Q: 3 clusters Score -2492768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -2492768.000000 Penalty: 965.129395
	Iteration 35Q: 3 clusters Score -2492768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -2492769.250000 Penalty: 965.129395
	Iteration 36Q: 3 clusters Score -2492769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -2492766.250000 Penalty: 965.129395
	Iteration 37Q: 3 clusters Score -2492766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -2492767.750000 Penalty: 965.129395
	Iteration 38Q: 3 clusters Score -2492768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -2492770.500000 Penalty: 965.129395
	Iteration 39Q: 3 clusters Score -2492770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -2492769.000000 Penalty: 965.129395
	Iteration 40F: 3 clusters Score -2492769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -2492770.250000 Penalty: 965.129395
	Iteration 41Q: 3 clusters Score -2492770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -2492771.500000 Penalty: 965.129395
	Iteration 42Q: 3 clusters Score -2492772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -2492774.500000 Penalty: 965.129395
	Iteration 43Q: 3 clusters Score -2492774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -2492771.500000 Penalty: 965.129395
	Iteration 44Q: 3 clusters Score -2492772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -2492771.000000 Penalty: 965.129395
	Iteration 45Q: 3 clusters Score -2492771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -2492773.000000 Penalty: 965.129395
	Iteration 46Q: 3 clusters Score -2492773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2492776.500000 Penalty: 965.129395
	Iteration 47Q: 3 clusters Score -2492776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -2492780.500000 Penalty: 965.129395
	Iteration 48Q: 3 clusters Score -2492780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -2492780.500000 Penalty: 965.129395
	Iteration 49Q: 3 clusters Score -2492780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -2492781.250000 Penalty: 965.129395
	Iteration 50Q: 3 clusters Score -2492781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -2492780.250000 Penalty: 965.129395
	Iteration 51Q: 3 clusters Score -2492780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -2492784.000000 Penalty: 965.129395
	Iteration 52Q: 3 clusters Score -2492784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -2492783.500000 Penalty: 965.129395
	Iteration 53Q: 3 clusters Score -2492784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -2492781.750000 Penalty: 965.129395
	Iteration 54Q: 3 clusters Score -2492782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -2492781.500000 Penalty: 965.129395
	Iteration 55Q: 3 clusters Score -2492782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -2492783.500000 Penalty: 965.129395
	Iteration 56Q: 3 clusters Score -2492784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -2492782.250000 Penalty: 965.129395
	Iteration 57Q: 3 clusters Score -2492782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -2492782.250000 Penalty: 965.129395
	Iteration 58F: 3 clusters Score -2492782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -30153.521484 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -30153.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29688.648438 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -29688.65 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29897.714844 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -29897.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29970.976562 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -29970.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30005.132812 Penalty: 566.254456
	Iteration 3F: 3 clusters Score -30005.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30011.787109 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -30011.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30022.154297 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -30022.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30032.486328 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -30032.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30037.433594 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -30037.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30039.521484 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -30039.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30040.039062 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -30040.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30040.039062 Penalty: 566.254456
	Iteration 10F: 3 clusters Score -30040.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8854.642578 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8854.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8593.392578 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8593.393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8684.064453 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8684.064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8729.755859 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8729.756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8771.258789 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -8771.259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8822.084961 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8822.085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8841.048828 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8841.049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8845.277344 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8845.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8856.876953 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8856.877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8858.885742 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8858.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8860.760742 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8860.761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8861.543945 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -8861.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8861.543945 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -8861.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 87 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 120 members 
Entering Unmasked Estep 
Score: -58196672.000000 Penalty: 49719.257812
Splitting cluster 41 changes total score from -58196820.000000 to -58196672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -129383.750000 Penalty: 348.962036
	Iteration 0F: 2 clusters Score -129383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -127862.984375 Penalty: 697.924072
	Iteration 0F: 3 clusters Score -127863 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128444.570312 Penalty: 697.924072
	Iteration 1F: 3 clusters Score -128444.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -128596.570312 Penalty: 697.924072
	Iteration 2F: 3 clusters Score -128596.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128711.507812 Penalty: 697.924072
	Iteration 3F: 3 clusters Score -128711.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128801.789062 Penalty: 697.924072
	Iteration 4F: 3 clusters Score -128801.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128874.304688 Penalty: 697.924072
	Iteration 5Q: 3 clusters Score -128874.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128939.265625 Penalty: 697.924072
	Iteration 6Q: 3 clusters Score -128939.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -128988.765625 Penalty: 697.924072
	Iteration 7Q: 3 clusters Score -128988.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -129019.867188 Penalty: 697.924072
	Iteration 8Q: 3 clusters Score -129019.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -129037.468750 Penalty: 697.924072
	Iteration 9Q: 3 clusters Score -129037.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129057.468750 Penalty: 697.924072
	Iteration 10Q: 3 clusters Score -129057.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129076.750000 Penalty: 697.924072
	Iteration 11Q: 3 clusters Score -129076.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -129095.296875 Penalty: 697.924072
	Iteration 12Q: 3 clusters Score -129095.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -129116.664062 Penalty: 697.924072
	Iteration 13Q: 3 clusters Score -129116.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129137.703125 Penalty: 697.924072
	Iteration 14Q: 3 clusters Score -129137.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129156.078125 Penalty: 697.924072
	Iteration 15Q: 3 clusters Score -129156.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -129172.414062 Penalty: 697.924072
	Iteration 16Q: 3 clusters Score -129172.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129184.609375 Penalty: 697.924072
	Iteration 17Q: 3 clusters Score -129184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129192.617188 Penalty: 697.924072
	Iteration 18Q: 3 clusters Score -129192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -129197.507812 Penalty: 697.924072
	Iteration 19Q: 3 clusters Score -129197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -129199.109375 Penalty: 697.924072
	Iteration 20F: 3 clusters Score -129199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -129200.312500 Penalty: 697.924072
	Iteration 21Q: 3 clusters Score -129200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -129200.656250 Penalty: 697.924072
	Iteration 22Q: 3 clusters Score -129200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -129200.929688 Penalty: 697.924072
	Iteration 23Q: 3 clusters Score -129200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -129201.007812 Penalty: 697.924072
	Iteration 24Q: 3 clusters Score -129201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129201.117188 Penalty: 697.924072
	Iteration 25Q: 3 clusters Score -129201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129201.117188 Penalty: 697.924072
	Iteration 26F: 3 clusters Score -129201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -23768.248047 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -23768.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23345.080078 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -23345.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23442.462891 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -23442.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23472.695312 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -23472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23492.658203 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -23492.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23507.927734 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -23507.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23520.710938 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -23520.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23524.003906 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -23524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23527.531250 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -23527.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23528.841797 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -23528.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23531.585938 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -23531.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23533.058594 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -23533.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23534.468750 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -23534.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23534.468750 Penalty: 544.995483
	Iteration 12F: 3 clusters Score -23534.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -118692.914062 Penalty: 344.852142
	Iteration 0F: 2 clusters Score -118692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -117255.164062 Penalty: 689.704285
	Iteration 0F: 3 clusters Score -117255.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117792.929688 Penalty: 689.704285
	Iteration 1F: 3 clusters Score -117792.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117966.851562 Penalty: 689.704285
	Iteration 2F: 3 clusters Score -117966.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -118090.757812 Penalty: 689.704285
	Iteration 3F: 3 clusters Score -118090.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -118166.828125 Penalty: 689.704285
	Iteration 4Q: 3 clusters Score -118166.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118235.296875 Penalty: 689.704285
	Iteration 5Q: 3 clusters Score -118235.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118285.742188 Penalty: 689.704285
	Iteration 6Q: 3 clusters Score -118285.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118311.101562 Penalty: 689.704285
	Iteration 7Q: 3 clusters Score -118311.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118323.390625 Penalty: 689.704285
	Iteration 8Q: 3 clusters Score -118323.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118338.960938 Penalty: 689.704285
	Iteration 9Q: 3 clusters Score -118339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118345.398438 Penalty: 689.704285
	Iteration 10Q: 3 clusters Score -118345.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118348.468750 Penalty: 689.704285
	Iteration 11Q: 3 clusters Score -118348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -118348.968750 Penalty: 689.704285
	Iteration 12Q: 3 clusters Score -118349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118349.359375 Penalty: 689.704285
	Iteration 13Q: 3 clusters Score -118349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118349.359375 Penalty: 689.704285
	Iteration 14F: 3 clusters Score -118349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -51839.960938 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51839.96 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -52164.828125 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52164.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52304.027344 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52304.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52397.031250 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52397.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52480.343750 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -52480.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52520.921875 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52520.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52540.015625 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52540.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52549.246094 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52549.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52555.425781 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52555.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52557.558594 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52557.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52558.230469 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52558.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52559.113281 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52559.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52559.277344 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52559.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52559.277344 Penalty: 618.916748
	Iteration 13F: 3 clusters Score -52559.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -11343.259766 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -11343.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11082.281250 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -11082.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11185.918945 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -11185.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11262.212891 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -11262.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11301.382812 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -11301.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11323.541016 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -11323.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11327.636719 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -11327.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11338.502930 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -11338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11345.074219 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -11345.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11355.759766 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -11355.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11368.300781 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -11368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11373.784180 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -11373.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11380.158203 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -11380.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11389.334961 Penalty: 482.600739
	Iteration 12Q: 3 clusters Score -11389.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11401.258789 Penalty: 482.600739
	Iteration 13Q: 3 clusters Score -11401.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11406.610352 Penalty: 482.600739
	Iteration 14Q: 3 clusters Score -11406.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11406.610352 Penalty: 482.600739
	Iteration 15F: 3 clusters Score -11406.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 95 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 106 members 
Entering Unmasked Estep 
Score: -58196740.000000 Penalty: 49719.257812
Splitting cluster 46 changes total score from -58196820.000000 to -58196740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 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 177 members 
Entering Unmasked Estep 
Score: -19169.509766 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19169.51 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19293.242188 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19293.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19337.107422 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19337.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19377.076172 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19377.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19411.080078 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19411.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19443.513672 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19443.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19487.433594 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19487.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19550.126953 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19550.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19611.466797 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19611.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19623.839844 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19623.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19631.880859 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -19631.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19634.328125 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -19634.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19635.947266 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -19635.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19637.531250 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -19637.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19641.863281 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -19641.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19642.955078 Penalty: 528.267273
	Iteration 15Q: 3 clusters Score -19642.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19642.955078 Penalty: 528.267273
	Iteration 16F: 3 clusters Score -19642.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 102 members 
Entering Unmasked Estep 
Score: -58196796.000000 Penalty: 49719.257812
Splitting cluster 47 changes total score from -58196820.000000 to -58196796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -16866.316406 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -16866.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16458.197266 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -16458.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16596.111328 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -16596.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16647.341797 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -16647.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16669.882812 Penalty: 537.635559
	Iteration 3Q: 3 clusters Score -16669.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16692.453125 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -16692.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16748.011719 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -16748.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16785.263672 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -16785.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16809.363281 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -16809.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16820.236328 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -16820.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16843.802734 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -16843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16885.429688 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -16885.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16940.722656 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -16940.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16982.880859 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -16982.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17000.671875 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -17000.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17002.716797 Penalty: 537.635559
	Iteration 14Q: 3 clusters Score -17002.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17008.878906 Penalty: 537.635559
	Iteration 15Q: 3 clusters Score -17008.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17012.572266 Penalty: 537.635559
	Iteration 16Q: 3 clusters Score -17012.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17026.164062 Penalty: 537.635559
	Iteration 17Q: 3 clusters Score -17026.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17032.501953 Penalty: 537.635559
	Iteration 18Q: 3 clusters Score -17032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17049.410156 Penalty: 537.635559
	Iteration 19Q: 3 clusters Score -17049.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17083.601562 Penalty: 537.635559
	Iteration 20F: 3 clusters Score -17083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17105.796875 Penalty: 537.635559
	Iteration 21Q: 3 clusters Score -17105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17137.808594 Penalty: 537.635559
	Iteration 22Q: 3 clusters Score -17137.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17148.740234 Penalty: 537.635559
	Iteration 23Q: 3 clusters Score -17148.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17152.845703 Penalty: 537.635559
	Iteration 24Q: 3 clusters Score -17152.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17154.580078 Penalty: 537.635559
	Iteration 25Q: 3 clusters Score -17154.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17154.580078 Penalty: 537.635559
	Iteration 26F: 3 clusters Score -17154.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Entering Unmasked Estep 
Score: -58197056.000000 Penalty: 49719.257812
Splitting cluster 48 changes total score from -58196820.000000 to -58197056.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 307 members 
Entering Unmasked Estep 
Score: -35214.023438 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35214.02 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35419.828125 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35419.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35475.304688 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35475.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35509.535156 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35509.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35540.031250 Penalty: 583.325928
	Iteration 4F: 3 clusters Score -35540.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35553.714844 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35553.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35563.417969 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35563.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35570.062500 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35570.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35576.394531 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35576.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35592.015625 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35592.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35600.988281 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35600.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35614.285156 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35614.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35623.785156 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -35623.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35626.882812 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -35626.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35629.519531 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -35629.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35631.015625 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -35631.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35632.406250 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -35632.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35633.312500 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -35633.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35634.429688 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -35634.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35634.429688 Penalty: 583.325928
	Iteration 19F: 3 clusters Score -35634.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32311.482422 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32311.48 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32420.761719 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32420.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32445.126953 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32445.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32459.666016 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -32459.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32474.398438 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32488.890625 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32488.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32498.457031 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32498.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32504.617188 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32504.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32511.537109 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32511.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32514.882812 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32514.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32516.431641 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32516.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32518.787109 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32518.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32519.738281 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32519.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32519.738281 Penalty: 568.395691
	Iteration 13F: 3 clusters Score -32519.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -3136.082520 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -3136.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2874.713379 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -2874.713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2948.602539 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -2948.603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2966.414062 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -2966.414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2982.363525 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -2982.364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2991.105225 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -2991.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2994.468262 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -2994.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2994.468262 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -2994.468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48750.375000 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48750.38 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49019.718750 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49019.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49161.578125 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49161.58 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49252.105469 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49252.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49295.980469 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49295.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49323.207031 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49323.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49333.769531 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49333.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49342.476562 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49342.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49346.730469 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49346.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49348.023438 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49348.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49348.480469 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49348.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49348.761719 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49348.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49349.011719 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49349.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49349.316406 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49349.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49349.789062 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -49349.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49349.789062 Penalty: 610.213135
	Iteration 15F: 3 clusters Score -49349.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10907.827148 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10907.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10614.196289 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10614.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10733.010742 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10733.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10850.815430 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10850.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10942.785156 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10942.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10960.333984 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10960.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10966.085938 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10966.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10966.085938 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -10966.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 109 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 89 members 
Entering Unmasked Estep 
Score: -58196760.000000 Penalty: 50348.613281
Splitting cluster 53 changes total score from -58196820.000000 to -58196760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21365.296875 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21365.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20967.251953 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -20967.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21120.935547 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21120.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21181.056641 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21181.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21219.777344 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -21219.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21235.957031 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21235.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21250.599609 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21263.685547 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21263.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21274.423828 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21274.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21280.597656 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -21280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21281.910156 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -21281.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21281.910156 Penalty: 538.128784
	Iteration 10F: 3 clusters Score -21281.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -8774.079102 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -8774.079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8523.507812 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8523.508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8690.011719 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8690.012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8766.496094 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -8766.496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8839.647461 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -8839.647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8870.162109 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -8870.162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8884.921875 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8884.922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8892.799805 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -8892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8897.208008 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -8897.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8899.587891 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -8899.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8899.587891 Penalty: 474.063232
	Iteration 9F: 3 clusters Score -8899.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 75 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 108 members 
Entering Unmasked Estep 
Score: -58196764.000000 Penalty: 50348.613281
Splitting cluster 55 changes total score from -58196820.000000 to -58196764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -87929.101562 Penalty: 333.889832
	Iteration 0F: 2 clusters Score -87929.1 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 779 members 
Entering Unmasked Estep 
Score: -86807.710938 Penalty: 667.779663
	Iteration 0F: 3 clusters Score -86807.71 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -87384.437500 Penalty: 667.779663
	Iteration 1F: 3 clusters Score -87384.44 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -87534.695312 Penalty: 667.779663
	Iteration 2F: 3 clusters Score -87534.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87649.164062 Penalty: 667.779663
	Iteration 3F: 3 clusters Score -87649.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87735.226562 Penalty: 667.779663
	Iteration 4F: 3 clusters Score -87735.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87790.148438 Penalty: 667.779663
	Iteration 5Q: 3 clusters Score -87790.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -87830.734375 Penalty: 667.779663
	Iteration 6Q: 3 clusters Score -87830.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -87855.070312 Penalty: 667.779663
	Iteration 7Q: 3 clusters Score -87855.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -87865.226562 Penalty: 667.779663
	Iteration 8Q: 3 clusters Score -87865.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -87872.867188 Penalty: 667.779663
	Iteration 9Q: 3 clusters Score -87872.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -87877.976562 Penalty: 667.779663
	Iteration 10Q: 3 clusters Score -87877.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87882.203125 Penalty: 667.779663
	Iteration 11Q: 3 clusters Score -87882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -87884.312500 Penalty: 667.779663
	Iteration 12Q: 3 clusters Score -87884.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -87886.335938 Penalty: 667.779663
	Iteration 13Q: 3 clusters Score -87886.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -87886.773438 Penalty: 667.779663
	Iteration 14Q: 3 clusters Score -87886.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -87887.414062 Penalty: 667.779663
	Iteration 15Q: 3 clusters Score -87887.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -87888.101562 Penalty: 667.779663
	Iteration 16Q: 3 clusters Score -87888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87889.500000 Penalty: 667.779663
	Iteration 17Q: 3 clusters Score -87889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -87892.914062 Penalty: 667.779663
	Iteration 18Q: 3 clusters Score -87892.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -87893.742188 Penalty: 667.779663
	Iteration 19Q: 3 clusters Score -87893.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -87894.406250 Penalty: 667.779663
	Iteration 20F: 3 clusters Score -87894.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -87894.304688 Penalty: 667.779663
	Iteration 21Q: 3 clusters Score -87894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -87894.304688 Penalty: 667.779663
	Iteration 22F: 3 clusters Score -87894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20660.652344 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20660.65 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20783.738281 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20783.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20822.816406 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20822.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20844.236328 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20844.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20866.205078 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20866.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20881.671875 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20881.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20895.843750 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20895.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20905.896484 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20912.109375 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20912.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20916.705078 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20916.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20917.878906 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20917.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20918.250000 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20918.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20920.902344 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -20920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20926.136719 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -20926.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20927.693359 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -20927.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20930.937500 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -20930.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20935.589844 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -20935.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20942.708984 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -20942.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20946.974609 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -20946.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20951.779297 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -20951.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20967.398438 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -20967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20973.011719 Penalty: 537.387939
	Iteration 21Q: 3 clusters Score -20973.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20975.703125 Penalty: 537.387939
	Iteration 22Q: 3 clusters Score -20975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20979.152344 Penalty: 537.387939
	Iteration 23Q: 3 clusters Score -20979.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20981.289062 Penalty: 537.387939
	Iteration 24Q: 3 clusters Score -20981.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20983.312500 Penalty: 537.387939
	Iteration 25Q: 3 clusters Score -20983.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20983.621094 Penalty: 537.387939
	Iteration 26Q: 3 clusters Score -20983.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20983.621094 Penalty: 537.387939
	Iteration 27F: 3 clusters Score -20983.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -30719.740234 Penalty: 289.360596
	Iteration 0F: 2 clusters Score -30719.74 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 270 members 
Entering Unmasked Estep 
Score: -30219.685547 Penalty: 578.721191
	Iteration 0F: 3 clusters Score -30219.69 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30573.664062 Penalty: 578.721191
	Iteration 1F: 3 clusters Score -30573.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30726.318359 Penalty: 578.721191
	Iteration 2F: 3 clusters Score -30726.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30790.656250 Penalty: 578.721191
	Iteration 3F: 3 clusters Score -30790.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30822.251953 Penalty: 578.721191
	Iteration 4Q: 3 clusters Score -30822.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30839.058594 Penalty: 578.721191
	Iteration 5Q: 3 clusters Score -30839.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30840.158203 Penalty: 578.721191
	Iteration 6Q: 3 clusters Score -30840.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30842.660156 Penalty: 578.721191
	Iteration 7Q: 3 clusters Score -30842.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30842.210938 Penalty: 578.721191
	Iteration 8Q: 3 clusters Score -30842.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30842.210938 Penalty: 578.721191
	Iteration 9F: 3 clusters Score -30842.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Entering Unmasked Estep 
Score: -58196896.000000 Penalty: 50348.613281
Splitting cluster 58 changes total score from -58196820.000000 to -58196896.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 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 142 members 
Entering Unmasked Estep 
Score: -17559.291016 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17559.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17656.730469 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17656.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17697.021484 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17697.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17726.718750 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17726.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17756.332031 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -17756.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17802.744141 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -17802.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17837.958984 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17837.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17863.375000 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17863.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17878.566406 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17878.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17891.267578 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17891.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17903.347656 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -17903.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17906.037109 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -17906.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17906.037109 Penalty: 517.822693
	Iteration 12F: 3 clusters Score -17906.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (93529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Entering Unmasked Estep 
Score: -5620416.000000 Penalty: 520.794189
	Iteration 0F: 2 clusters Score -5620416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -5557548.000000 Penalty: 1041.588379
	Iteration 0F: 3 clusters Score -5557548 nChanged 45627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5585425.500000 Penalty: 1041.588379
	Iteration 1F: 3 clusters Score -5585426 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -5587047.500000 Penalty: 1041.588379
	Iteration 2Q: 3 clusters Score -5587048 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -5589269.000000 Penalty: 1041.588379
	Iteration 3F: 3 clusters Score -5589269 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -5592557.000000 Penalty: 1041.588379
	Iteration 4F: 3 clusters Score -5592557 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -5596590.000000 Penalty: 1041.588379
	Iteration 5F: 3 clusters Score -5596590 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5600590.000000 Penalty: 1041.588379
	Iteration 6F: 3 clusters Score -5600590 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -5603977.500000 Penalty: 1041.588379
	Iteration 7F: 3 clusters Score -5603978 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -5606597.500000 Penalty: 1041.588379
	Iteration 8F: 3 clusters Score -5606598 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -5608433.500000 Penalty: 1041.588379
	Iteration 9Q: 3 clusters Score -5608434 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -5609673.500000 Penalty: 1041.588379
	Iteration 10Q: 3 clusters Score -5609674 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -5610615.500000 Penalty: 1041.588379
	Iteration 11Q: 3 clusters Score -5610616 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -5611322.000000 Penalty: 1041.588379
	Iteration 12Q: 3 clusters Score -5611322 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5611846.000000 Penalty: 1041.588379
	Iteration 13Q: 3 clusters Score -5611846 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -5612269.500000 Penalty: 1041.588379
	Iteration 14Q: 3 clusters Score -5612270 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -5612687.000000 Penalty: 1041.588379
	Iteration 15Q: 3 clusters Score -5612687 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -5613072.500000 Penalty: 1041.588379
	Iteration 16Q: 3 clusters Score -5613072 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -5613410.000000 Penalty: 1041.588379
	Iteration 17Q: 3 clusters Score -5613410 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -5613826.500000 Penalty: 1041.588379
	Iteration 18Q: 3 clusters Score -5613826 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -5614123.000000 Penalty: 1041.588379
	Iteration 19Q: 3 clusters Score -5614123 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -5614371.500000 Penalty: 1041.588379
	Iteration 20F: 3 clusters Score -5614372 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5614604.000000 Penalty: 1041.588379
	Iteration 21Q: 3 clusters Score -5614604 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -5614777.500000 Penalty: 1041.588379
	Iteration 22Q: 3 clusters Score -5614778 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5614903.500000 Penalty: 1041.588379
	Iteration 23Q: 3 clusters Score -5614904 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -5614999.000000 Penalty: 1041.588379
	Iteration 24Q: 3 clusters Score -5614999 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5615116.000000 Penalty: 1041.588379
	Iteration 25Q: 3 clusters Score -5615116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5615212.000000 Penalty: 1041.588379
	Iteration 26Q: 3 clusters Score -5615212 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5615305.000000 Penalty: 1041.588379
	Iteration 27Q: 3 clusters Score -5615305 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5615331.500000 Penalty: 1041.588379
	Iteration 28Q: 3 clusters Score -5615332 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5615421.500000 Penalty: 1041.588379
	Iteration 29Q: 3 clusters Score -5615422 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5615490.500000 Penalty: 1041.588379
	Iteration 30Q: 3 clusters Score -5615490 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5615545.000000 Penalty: 1041.588379
	Iteration 31Q: 3 clusters Score -5615545 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5615592.500000 Penalty: 1041.588379
	Iteration 32Q: 3 clusters Score -5615592 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5615641.500000 Penalty: 1041.588379
	Iteration 33Q: 3 clusters Score -5615642 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5615701.500000 Penalty: 1041.588379
	Iteration 34Q: 3 clusters Score -5615702 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5615764.000000 Penalty: 1041.588379
	Iteration 35Q: 3 clusters Score -5615764 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5615815.000000 Penalty: 1041.588379
	Iteration 36Q: 3 clusters Score -5615815 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5615861.500000 Penalty: 1041.588379
	Iteration 37Q: 3 clusters Score -5615862 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5615906.000000 Penalty: 1041.588379
	Iteration 38Q: 3 clusters Score -5615906 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5615943.000000 Penalty: 1041.588379
	Iteration 39Q: 3 clusters Score -5615943 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5615972.000000 Penalty: 1041.588379
	Iteration 40F: 3 clusters Score -5615972 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5616032.500000 Penalty: 1041.588379
	Iteration 41Q: 3 clusters Score -5616032 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5616095.500000 Penalty: 1041.588379
	Iteration 42Q: 3 clusters Score -5616096 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5616161.500000 Penalty: 1041.588379
	Iteration 43Q: 3 clusters Score -5616162 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5616223.500000 Penalty: 1041.588379
	Iteration 44Q: 3 clusters Score -5616224 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5616301.500000 Penalty: 1041.588379
	Iteration 45Q: 3 clusters Score -5616302 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5616378.500000 Penalty: 1041.588379
	Iteration 46Q: 3 clusters Score -5616378 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5616444.000000 Penalty: 1041.588379
	Iteration 47Q: 3 clusters Score -5616444 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5616497.000000 Penalty: 1041.588379
	Iteration 48Q: 3 clusters Score -5616497 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5616567.500000 Penalty: 1041.588379
	Iteration 49Q: 3 clusters Score -5616568 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5616641.000000 Penalty: 1041.588379
	Iteration 50Q: 3 clusters Score -5616641 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5616708.500000 Penalty: 1041.588379
	Iteration 51Q: 3 clusters Score -5616708 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5616785.000000 Penalty: 1041.588379
	Iteration 52Q: 3 clusters Score -5616785 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5616852.000000 Penalty: 1041.588379
	Iteration 53Q: 3 clusters Score -5616852 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -5616924.500000 Penalty: 1041.588379
	Iteration 54Q: 3 clusters Score -5616924 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5617027.500000 Penalty: 1041.588379
	Iteration 55Q: 3 clusters Score -5617028 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -5617105.500000 Penalty: 1041.588379
	Iteration 56Q: 3 clusters Score -5617106 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -5617191.000000 Penalty: 1041.588379
	Iteration 57Q: 3 clusters Score -5617191 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5617303.000000 Penalty: 1041.588379
	Iteration 58Q: 3 clusters Score -5617303 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -5617376.500000 Penalty: 1041.588379
	Iteration 59Q: 3 clusters Score -5617376 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5617456.000000 Penalty: 1041.588379
	Iteration 60F: 3 clusters Score -5617456 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -5617533.000000 Penalty: 1041.588379
	Iteration 61Q: 3 clusters Score -5617533 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -5617602.000000 Penalty: 1041.588379
	Iteration 62Q: 3 clusters Score -5617602 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5617743.000000 Penalty: 1041.588379
	Iteration 63Q: 3 clusters Score -5617743 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5617855.500000 Penalty: 1041.588379
	Iteration 64Q: 3 clusters Score -5617856 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5617942.500000 Penalty: 1041.588379
	Iteration 65Q: 3 clusters Score -5617942 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5618040.500000 Penalty: 1041.588379
	Iteration 66Q: 3 clusters Score -5618040 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5618123.500000 Penalty: 1041.588379
	Iteration 67Q: 3 clusters Score -5618124 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5618211.500000 Penalty: 1041.588379
	Iteration 68Q: 3 clusters Score -5618212 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5618320.500000 Penalty: 1041.588379
	Iteration 69Q: 3 clusters Score -5618320 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -5618431.500000 Penalty: 1041.588379
	Iteration 70Q: 3 clusters Score -5618432 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5618517.500000 Penalty: 1041.588379
	Iteration 71Q: 3 clusters Score -5618518 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5618601.500000 Penalty: 1041.588379
	Iteration 72Q: 3 clusters Score -5618602 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5618686.500000 Penalty: 1041.588379
	Iteration 73Q: 3 clusters Score -5618686 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5618816.000000 Penalty: 1041.588379
	Iteration 74Q: 3 clusters Score -5618816 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5618901.500000 Penalty: 1041.588379
	Iteration 75Q: 3 clusters Score -5618902 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5619000.500000 Penalty: 1041.588379
	Iteration 76Q: 3 clusters Score -5619000 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -5619093.000000 Penalty: 1041.588379
	Iteration 77Q: 3 clusters Score -5619093 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5619164.000000 Penalty: 1041.588379
	Iteration 78Q: 3 clusters Score -5619164 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5619236.000000 Penalty: 1041.588379
	Iteration 79Q: 3 clusters Score -5619236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5619333.000000 Penalty: 1041.588379
	Iteration 80F: 3 clusters Score -5619333 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5619397.000000 Penalty: 1041.588379
	Iteration 81Q: 3 clusters Score -5619397 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5619439.000000 Penalty: 1041.588379
	Iteration 82Q: 3 clusters Score -5619439 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -5619452.000000 Penalty: 1041.588379
	Iteration 83Q: 3 clusters Score -5619452 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5619495.500000 Penalty: 1041.588379
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Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 17308 members 
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Mstep: Class 2 contains 16996 members 
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Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 16681 members 
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Mstep: Class 2 contains 16378 members 
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	Iteration 88Q: 3 clusters Score -5619665 nChanged 310
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Mstep: Class 2 contains 16068 members 
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	Iteration 89Q: 3 clusters Score -5619713 nChanged 310
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Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 15758 members 
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	Iteration 90Q: 3 clusters Score -5619750 nChanged 286
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Mstep: Class 1 contains 78057 members 
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Mstep: Class 2 contains 15210 members 
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Mstep: Class 2 contains 14958 members 
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Mstep: Class 2 contains 14713 members 
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Mstep: Class 2 contains 14230 members 
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Mstep: Class 2 contains 13997 members 
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Mstep: Class 2 contains 13561 members 
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Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 13354 members 
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	Iteration 100F: 3 clusters Score -5620028 nChanged 208
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Mstep: Class 2 contains 12940 members 
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Mstep: Class 2 contains 12745 members 
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Mstep: Class 2 contains 12536 members 
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	Iteration 116Q: 3 clusters Score -5620216 nChanged 157
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	Iteration 138Q: 3 clusters Score -5620518 nChanged 91
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	Iteration 139Q: 3 clusters Score -5620530 nChanged 86
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	Iteration 140F: 3 clusters Score -5620532 nChanged 92
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	Iteration 141Q: 3 clusters Score -5620538 nChanged 82
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	Iteration 143Q: 3 clusters Score -5620551 nChanged 67
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	Iteration 145Q: 3 clusters Score -5620568 nChanged 48
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	Iteration 146Q: 3 clusters Score -5620572 nChanged 44
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	Iteration 147Q: 3 clusters Score -5620580 nChanged 46
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	Iteration 148Q: 3 clusters Score -5620576 nChanged 47
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	Iteration 149Q: 3 clusters Score -5620592 nChanged 52
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	Iteration 150Q: 3 clusters Score -5620602 nChanged 57
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	Iteration 151Q: 3 clusters Score -5620614 nChanged 48
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	Iteration 152Q: 3 clusters Score -5620611 nChanged 47
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	Iteration 153Q: 3 clusters Score -5620608 nChanged 38
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	Iteration 154Q: 3 clusters Score -5620622 nChanged 33
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	Iteration 155Q: 3 clusters Score -5620618 nChanged 40
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	Iteration 156Q: 3 clusters Score -5620608 nChanged 39
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	Iteration 157Q: 3 clusters Score -5620605 nChanged 34
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	Iteration 158Q: 3 clusters Score -5620612 nChanged 30
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	Iteration 159Q: 3 clusters Score -5620614 nChanged 27
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	Iteration 160F: 3 clusters Score -5620620 nChanged 17
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	Iteration 161Q: 3 clusters Score -5620619 nChanged 15
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	Iteration 162Q: 3 clusters Score -5620608 nChanged 13
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	Iteration 163Q: 3 clusters Score -5620611 nChanged 15
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	Iteration 164Q: 3 clusters Score -5620608 nChanged 9
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	Iteration 165Q: 3 clusters Score -5620605 nChanged 13
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	Iteration 166Q: 3 clusters Score -5620608 nChanged 7
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	Iteration 167Q: 3 clusters Score -5620602 nChanged 7
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	Iteration 168Q: 3 clusters Score -5620602 nChanged 6
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	Iteration 169Q: 3 clusters Score -5620602 nChanged 6
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	Iteration 170Q: 3 clusters Score -5620604 nChanged 8
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	Iteration 172Q: 3 clusters Score -5620609 nChanged 9
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	Iteration 173Q: 3 clusters Score -5620606 nChanged 8
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	Iteration 174Q: 3 clusters Score -5620609 nChanged 6
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	Iteration 175Q: 3 clusters Score -5620613 nChanged 5
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	Iteration 176Q: 3 clusters Score -5620616 nChanged 3
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	Iteration 177Q: 3 clusters Score -5620615 nChanged 2
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Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5620619.000000 Penalty: 1041.588379
	Iteration 178Q: 3 clusters Score -5620619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -5620619.500000 Penalty: 1041.588379
	Iteration 179Q: 3 clusters Score -5620620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5620615.500000 Penalty: 1041.588379
	Iteration 180F: 3 clusters Score -5620616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5620616.500000 Penalty: 1041.588379
	Iteration 181Q: 3 clusters Score -5620616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -5620611.500000 Penalty: 1041.588379
	Iteration 182Q: 3 clusters Score -5620612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5620615.000000 Penalty: 1041.588379
	Iteration 183Q: 3 clusters Score -5620615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5620616.000000 Penalty: 1041.588379
	Iteration 184Q: 3 clusters Score -5620616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5620616.000000 Penalty: 1041.588379
	Iteration 185F: 3 clusters Score -5620616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 87557 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 5972 members 
Entering Unmasked Estep 
Score: -58196768.000000 Penalty: 50977.972656
Splitting cluster 61 changes total score from -58196820.000000 to -58196768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8230.689453 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8230.689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8320.613281 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8320.613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8353.254883 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8353.255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8362.246094 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8362.246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8387.879883 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8387.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8415.343750 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8415.344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8421.887695 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8421.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8421.887695 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -8421.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3652.925781 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3652.926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3474.614990 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -3474.615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3558.714111 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3558.714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3591.780762 Penalty: 382.627045
	Iteration 2F: 3 clusters Score -3591.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3597.559326 Penalty: 382.627045
	Iteration 3Q: 3 clusters Score -3597.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3597.559326 Penalty: 382.627045
	Iteration 4F: 3 clusters Score -3597.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -28960.441406 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -28960.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28494.792969 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -28494.79 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28758.097656 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -28758.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28842.191406 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -28842.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28907.949219 Penalty: 566.794495
	Iteration 3F: 3 clusters Score -28907.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28971.291016 Penalty: 566.794495
	Iteration 4F: 3 clusters Score -28971.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29005.089844 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -29005.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29022.552734 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -29022.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29033.666016 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -29033.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29047.021484 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -29047.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29052.412109 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -29052.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29061.781250 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -29061.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29071.970703 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -29071.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29083.921875 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -29083.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29089.986328 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -29089.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29090.837891 Penalty: 566.794495
	Iteration 14Q: 3 clusters Score -29090.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29092.373047 Penalty: 566.794495
	Iteration 15Q: 3 clusters Score -29092.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29094.923828 Penalty: 566.794495
	Iteration 16Q: 3 clusters Score -29094.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29097.304688 Penalty: 566.794495
	Iteration 17Q: 3 clusters Score -29097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29098.033203 Penalty: 566.794495
	Iteration 18Q: 3 clusters Score -29098.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29098.033203 Penalty: 566.794495
	Iteration 19F: 3 clusters Score -29098.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 241 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 266 members 
Entering Unmasked Estep 
Score: -58196720.000000 Penalty: 50977.972656
Splitting cluster 64 changes total score from -58196820.000000 to -58196720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8006.988770 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8006.989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7751.597656 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7751.598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7888.115234 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7888.115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8143.215332 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8143.215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8191.654785 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -8191.655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8253.296875 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -8253.297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8300.379883 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -8300.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8309.945312 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -8309.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8316.443359 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -8316.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8322.289062 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -8322.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8331.245117 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -8331.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8342.615234 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -8342.615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8370.933594 Penalty: 454.746338
	Iteration 11Q: 3 clusters Score -8370.934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8370.933594 Penalty: 454.746338
	Iteration 12F: 3 clusters Score -8370.934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58196836.000000 Penalty: 50977.972656
Splitting cluster 65 changes total score from -58196820.000000 to -58196836.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 66 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12026.602539 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11704.646484 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11704.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11825.989258 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11825.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11887.959961 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11887.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11906.137695 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11906.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11924.925781 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11924.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11936.343750 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11936.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11952.497070 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11959.551758 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11959.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11961.705078 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11961.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11967.349609 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11967.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11969.436523 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -11969.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11971.403320 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -11971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11972.096680 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -11972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11972.334961 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -11972.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11972.710938 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -11972.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11972.710938 Penalty: 506.719360
	Iteration 15F: 3 clusters Score -11972.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -7797.854492 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -7797.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7519.915039 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -7519.915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7649.850586 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -7649.851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7682.879883 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -7682.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7696.511230 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -7696.511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7699.335938 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -7699.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7704.229004 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -7704.229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7710.367188 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -7710.367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7713.609375 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -7713.609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7718.451660 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -7718.452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7719.546387 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -7719.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7720.390625 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -7720.391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7720.602539 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -7720.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7725.253906 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -7725.254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7728.458008 Penalty: 487.449371
	Iteration 13Q: 3 clusters Score -7728.458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7731.784180 Penalty: 487.449371
	Iteration 14Q: 3 clusters Score -7731.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7735.863770 Penalty: 487.449371
	Iteration 15Q: 3 clusters Score -7735.864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7735.863770 Penalty: 487.449371
	Iteration 16F: 3 clusters Score -7735.864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -406440.750000 Penalty: 400.583130
	Iteration 0F: 2 clusters Score -406440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -402005.093750 Penalty: 801.166260
	Iteration 0F: 3 clusters Score -402005.1 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -403563.718750 Penalty: 801.166260
	Iteration 1F: 3 clusters Score -403563.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -403651.656250 Penalty: 801.166260
	Iteration 2Q: 3 clusters Score -403651.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -403755.468750 Penalty: 801.166260
	Iteration 3Q: 3 clusters Score -403755.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -403876.500000 Penalty: 801.166260
	Iteration 4Q: 3 clusters Score -403876.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -404049.187500 Penalty: 801.166260
	Iteration 5F: 3 clusters Score -404049.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -404250.093750 Penalty: 801.166260
	Iteration 6F: 3 clusters Score -404250.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -404462.843750 Penalty: 801.166260
	Iteration 7F: 3 clusters Score -404462.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -404681.031250 Penalty: 801.166260
	Iteration 8Q: 3 clusters Score -404681 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -404854.468750 Penalty: 801.166260
	Iteration 9Q: 3 clusters Score -404854.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -404979.281250 Penalty: 801.166260
	Iteration 10Q: 3 clusters Score -404979.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -405056.343750 Penalty: 801.166260
	Iteration 11Q: 3 clusters Score -405056.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -405116.937500 Penalty: 801.166260
	Iteration 12Q: 3 clusters Score -405116.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -405166.625000 Penalty: 801.166260
	Iteration 13Q: 3 clusters Score -405166.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -405223.187500 Penalty: 801.166260
	Iteration 14Q: 3 clusters Score -405223.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -405286.187500 Penalty: 801.166260
	Iteration 15Q: 3 clusters Score -405286.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -405361.343750 Penalty: 801.166260
	Iteration 16Q: 3 clusters Score -405361.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -405442.593750 Penalty: 801.166260
	Iteration 17Q: 3 clusters Score -405442.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -405523.375000 Penalty: 801.166260
	Iteration 18Q: 3 clusters Score -405523.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -405606.468750 Penalty: 801.166260
	Iteration 19Q: 3 clusters Score -405606.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -405693.562500 Penalty: 801.166260
	Iteration 20F: 3 clusters Score -405693.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -405772.093750 Penalty: 801.166260
	Iteration 21Q: 3 clusters Score -405772.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -405843.781250 Penalty: 801.166260
	Iteration 22Q: 3 clusters Score -405843.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -405898.250000 Penalty: 801.166260
	Iteration 23Q: 3 clusters Score -405898.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -405934.343750 Penalty: 801.166260
	Iteration 24Q: 3 clusters Score -405934.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -405968.156250 Penalty: 801.166260
	Iteration 25Q: 3 clusters Score -405968.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -405989.750000 Penalty: 801.166260
	Iteration 26Q: 3 clusters Score -405989.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -406013.843750 Penalty: 801.166260
	Iteration 27Q: 3 clusters Score -406013.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -406031.437500 Penalty: 801.166260
	Iteration 28Q: 3 clusters Score -406031.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -406042.093750 Penalty: 801.166260
	Iteration 29Q: 3 clusters Score -406042.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -406051.187500 Penalty: 801.166260
	Iteration 30Q: 3 clusters Score -406051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -406056.781250 Penalty: 801.166260
	Iteration 31Q: 3 clusters Score -406056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -406060.375000 Penalty: 801.166260
	Iteration 32Q: 3 clusters Score -406060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -406067.750000 Penalty: 801.166260
	Iteration 33Q: 3 clusters Score -406067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -406072.500000 Penalty: 801.166260
	Iteration 34Q: 3 clusters Score -406072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -406077.281250 Penalty: 801.166260
	Iteration 35Q: 3 clusters Score -406077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -406082.968750 Penalty: 801.166260
	Iteration 36Q: 3 clusters Score -406083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -406096.531250 Penalty: 801.166260
	Iteration 37Q: 3 clusters Score -406096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -406103.312500 Penalty: 801.166260
	Iteration 38Q: 3 clusters Score -406103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -406106.875000 Penalty: 801.166260
	Iteration 39Q: 3 clusters Score -406106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -406108.281250 Penalty: 801.166260
	Iteration 40F: 3 clusters Score -406108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -406109.000000 Penalty: 801.166260
	Iteration 41Q: 3 clusters Score -406109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -406109.343750 Penalty: 801.166260
	Iteration 42Q: 3 clusters Score -406109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -406109.875000 Penalty: 801.166260
	Iteration 43Q: 3 clusters Score -406109.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -406109.875000 Penalty: 801.166260
	Iteration 44F: 3 clusters Score -406109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -67399.406250 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -67399.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66496.765625 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -66496.77 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66745.945312 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -66745.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66818.304688 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -66818.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66897.039062 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -66897.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66999.132812 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -66999.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67096.304688 Penalty: 638.837341
	Iteration 5F: 3 clusters Score -67096.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67214.164062 Penalty: 638.837341
	Iteration 6F: 3 clusters Score -67214.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67308.304688 Penalty: 638.837341
	Iteration 7F: 3 clusters Score -67308.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67349.296875 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -67349.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -67363.500000 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -67363.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67375.554688 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -67375.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67384.039062 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -67384.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67388.289062 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -67388.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67390.718750 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -67390.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67394.171875 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -67394.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67397.328125 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -67397.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67399.257812 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -67399.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67401.421875 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -67401.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67401.843750 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -67401.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67401.843750 Penalty: 638.837341
	Iteration 19F: 3 clusters Score -67401.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 599 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 520 members 
Entering Unmasked Estep 
Score: -58196424.000000 Penalty: 51607.328125
Splitting cluster 69 changes total score from -58196820.000000 to -58196424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5726.051758 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5726.052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5769.306152 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5769.306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5894.478516 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5894.479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5915.705078 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -5915.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5930.098633 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5930.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5933.565430 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5933.565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5945.429199 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -5945.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5952.428223 Penalty: 417.232056
	Iteration 7Q: 3 clusters Score -5952.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5952.428223 Penalty: 417.232056
	Iteration 8F: 3 clusters Score -5952.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 32 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 66 members 
Entering Unmasked Estep 
Score: -58196424.000000 Penalty: 51607.328125
Splitting cluster 70 changes total score from -58196820.000000 to -58196424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8855.564453 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8855.564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8916.477539 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8916.478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8930.179688 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8930.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8944.891602 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8944.892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8947.911133 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8947.911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8951.936523 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8951.937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8964.165039 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8964.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8969.056641 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8969.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8969.056641 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8969.057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -74957.687500 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74957.69 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -75297.515625 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75297.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -75417.476562 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75417.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75554.914062 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75554.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -75674.171875 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -75674.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -75785.367188 Penalty: 648.327515
	Iteration 5F: 3 clusters Score -75785.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75831.296875 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75864.820312 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75864.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -75887.765625 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75887.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75902.445312 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75902.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -75906.656250 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75906.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -75908.750000 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75908.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -75911.687500 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75911.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -75913.062500 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75913.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75913.554688 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75913.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -75913.718750 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75913.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -75913.984375 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75913.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75914.117188 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -75914.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -75915.460938 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -75915.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -75917.007812 Penalty: 648.327515
	Iteration 19Q: 3 clusters Score -75917.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -75918.992188 Penalty: 648.327515
	Iteration 20F: 3 clusters Score -75918.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -75920.664062 Penalty: 648.327515
	Iteration 21Q: 3 clusters Score -75920.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -75923.921875 Penalty: 648.327515
	Iteration 22Q: 3 clusters Score -75923.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75926.898438 Penalty: 648.327515
	Iteration 23Q: 3 clusters Score -75926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75927.851562 Penalty: 648.327515
	Iteration 24Q: 3 clusters Score -75927.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75928.195312 Penalty: 648.327515
	Iteration 25Q: 3 clusters Score -75928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75929.250000 Penalty: 648.327515
	Iteration 26Q: 3 clusters Score -75929.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75932.312500 Penalty: 648.327515
	Iteration 27Q: 3 clusters Score -75932.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -75934.039062 Penalty: 648.327515
	Iteration 28Q: 3 clusters Score -75934.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -75935.460938 Penalty: 648.327515
	Iteration 29Q: 3 clusters Score -75935.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -75937.703125 Penalty: 648.327515
	Iteration 30Q: 3 clusters Score -75937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -75939.195312 Penalty: 648.327515
	Iteration 31Q: 3 clusters Score -75939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -75941.820312 Penalty: 648.327515
	Iteration 32Q: 3 clusters Score -75941.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75943.070312 Penalty: 648.327515
	Iteration 33Q: 3 clusters Score -75943.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -75945.031250 Penalty: 648.327515
	Iteration 34Q: 3 clusters Score -75945.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -75945.031250 Penalty: 648.327515
	Iteration 35F: 3 clusters Score -75945.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 496 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 746 members 
Entering Unmasked Estep 
Score: -58196612.000000 Penalty: 51607.328125
Splitting cluster 72 changes total score from -58196820.000000 to -58196612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -35381.753906 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -35381.75 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 311 members 
Entering Unmasked Estep 
Score: -34808.847656 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -34808.85 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35173.359375 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -35173.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35261.015625 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -35261.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35344.234375 Penalty: 586.704834
	Iteration 3F: 3 clusters Score -35344.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35396.308594 Penalty: 586.704834
	Iteration 4F: 3 clusters Score -35396.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35434.066406 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -35434.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -35452.687500 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -35452.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -35476.109375 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -35476.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -35495.847656 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -35495.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35500.144531 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -35500.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35500.144531 Penalty: 586.704834
	Iteration 10F: 3 clusters Score -35500.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 97 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 77 contains 21 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 132 members 
Mstep: Class 80 contains 178 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 534 members 
Entering Unmasked Estep 
Score: -58196512.000000 Penalty: 51607.328125
Splitting cluster 73 changes total score from -58196820.000000 to -58196512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4529.979980 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4529.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4606.677246 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4606.677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4628.264160 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -4628.264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4639.999512 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4639.999512 Penalty: 404.281281
	Iteration 4F: 3 clusters Score -4640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5242.835938 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5242.836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5316.712402 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5316.712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5361.482910 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5361.483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5403.982910 Penalty: 438.645630
	Iteration 3F: 3 clusters Score -5403.983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5433.552734 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5433.553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5440.351074 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5440.351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5447.768555 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -5447.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5448.982910 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -5448.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5448.982910 Penalty: 438.645630
	Iteration 8F: 3 clusters Score -5448.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 125031 members 
Mstep: Class 8 contains 92590 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 72936 members 
Mstep: Class 14 contains 123285 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111712 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 84 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 126724 members 
Mstep: Class 25 contains 3352 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 76883 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 72 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 40369 members 
Mstep: Class 40 contains 504 members 
Mstep: Class 41 contains 207 members 
Mstep: Class 42 contains 2142 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 1538 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 61 contains 93529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 103 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 212 members 
Mstep: Class 68 contains 6661 members 
Mstep: Class 69 contains 1119 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 631 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 77. Lose 200.991074 but Gain 629.359375
Score: -58197432.000000 Penalty: 50348.613281
Iteration 199Q: 81 clusters Score -5.819743e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 33914 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 124784 members 
Mstep: Class 8 contains 92471 members 
Mstep: Class 9 contains 14598 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 123612 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 111629 members 
Mstep: Class 17 contains 15887 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6487 members 
Mstep: Class 24 contains 126656 members 
Mstep: Class 25 contains 3442 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 77400 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 239 members 
Mstep: Class 38 contains 989 members 
Mstep: Class 39 contains 40161 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 2132 members 
Mstep: Class 43 contains 402 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 1532 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 414 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 93432 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 67 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6668 members 
Mstep: Class 69 contains 1113 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 630 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 166 members 
Mstep: Class 78 contains 216 members 
Mstep: Class 79 contains 125 members 
Mstep: Class 80 contains 185 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 549.699402 but Gain 629.355469
Score: -58197896.000000 Penalty: 49719.257812
Iteration 200F: 80 clusters Score -5.81979e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 33862 members 
Mstep: Class 6 contains 11492 members 
Mstep: Class 7 contains 124523 members 
Mstep: Class 8 contains 92333 members 
Mstep: Class 9 contains 14601 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 10199 members 
Mstep: Class 13 contains 72934 members 
Mstep: Class 14 contains 123926 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 111531 members 
Mstep: Class 17 contains 15856 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 126623 members 
Mstep: Class 25 contains 3523 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 77918 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 253 members 
Mstep: Class 38 contains 989 members 
Mstep: Class 39 contains 39990 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 229 members 
Mstep: Class 42 contains 2127 members 
Mstep: Class 43 contains 406 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 230 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 367 members 
Mstep: Class 55 contains 186 members 
Mstep: Class 56 contains 1527 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 423 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93331 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 74 members 
Mstep: Class 64 contains 508 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6672 members 
Mstep: Class 69 contains 1108 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 628 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 170 members 
Mstep: Class 78 contains 239 members 
Mstep: Class 79 contains 130 members 
Mstep: Class 80 contains 187 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198188.000000 Penalty: 49719.257812
Iteration 201Q: 80 clusters Score -5.819819e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 33815 members 
Mstep: Class 6 contains 11466 members 
Mstep: Class 7 contains 124245 members 
Mstep: Class 8 contains 92202 members 
Mstep: Class 9 contains 14607 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 139 members 
Mstep: Class 12 contains 10190 members 
Mstep: Class 13 contains 72932 members 
Mstep: Class 14 contains 124231 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 111395 members 
Mstep: Class 17 contains 15825 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 126594 members 
Mstep: Class 25 contains 3604 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 78451 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 252 members 
Mstep: Class 38 contains 989 members 
Mstep: Class 39 contains 39825 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 2121 members 
Mstep: Class 43 contains 409 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 228 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 176 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 366 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1524 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 428 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93258 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 74 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6670 members 
Mstep: Class 69 contains 1105 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 625 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 175 members 
Mstep: Class 78 contains 250 members 
Mstep: Class 79 contains 133 members 
Mstep: Class 80 contains 189 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198428.000000 Penalty: 49719.257812
Iteration 202Q: 80 clusters Score -5.819843e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 33771 members 
Mstep: Class 6 contains 11453 members 
Mstep: Class 7 contains 123981 members 
Mstep: Class 8 contains 92097 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 144 members 
Mstep: Class 12 contains 10181 members 
Mstep: Class 13 contains 72931 members 
Mstep: Class 14 contains 124536 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 111265 members 
Mstep: Class 17 contains 15792 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 240 members 
Mstep: Class 23 contains 6416 members 
Mstep: Class 24 contains 126541 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 78974 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 251 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 39631 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2109 members 
Mstep: Class 43 contains 416 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 224 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 175 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 365 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 431 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93212 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 73 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 263 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6675 members 
Mstep: Class 69 contains 1103 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 625 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 177 members 
Mstep: Class 78 contains 255 members 
Mstep: Class 79 contains 131 members 
Mstep: Class 80 contains 189 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198412.000000 Penalty: 49719.257812
Iteration 203Q: 80 clusters Score -5.819841e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 33719 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 123720 members 
Mstep: Class 8 contains 91968 members 
Mstep: Class 9 contains 14621 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 72932 members 
Mstep: Class 14 contains 124825 members 
Mstep: Class 15 contains 6106 members 
Mstep: Class 16 contains 111116 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6391 members 
Mstep: Class 24 contains 126495 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 79524 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 250 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 39477 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 223 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 419 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 222 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 186 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 433 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93162 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 71 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6684 members 
Mstep: Class 69 contains 1102 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 625 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 133 members 
Mstep: Class 80 contains 189 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198340.000000 Penalty: 49719.257812
Iteration 204Q: 80 clusters Score -5.819834e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 33661 members 
Mstep: Class 6 contains 11394 members 
Mstep: Class 7 contains 123454 members 
Mstep: Class 8 contains 91891 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 149 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 72933 members 
Mstep: Class 14 contains 125130 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 110976 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6371 members 
Mstep: Class 24 contains 126461 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 80046 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 39283 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 2084 members 
Mstep: Class 43 contains 420 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 222 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1524 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 435 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93112 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 69 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6691 members 
Mstep: Class 69 contains 1101 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 624 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 135 members 
Mstep: Class 80 contains 188 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198496.000000 Penalty: 49719.257812
Iteration 205Q: 80 clusters Score -5.81985e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 33621 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 123196 members 
Mstep: Class 8 contains 91819 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 72933 members 
Mstep: Class 14 contains 125401 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 110823 members 
Mstep: Class 17 contains 15730 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 126416 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 80548 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 39130 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 2078 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 220 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1522 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 438 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93092 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 214 members 
Mstep: Class 68 contains 6677 members 
Mstep: Class 69 contains 1100 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 624 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 137 members 
Mstep: Class 80 contains 185 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198548.000000 Penalty: 49719.257812
Iteration 206Q: 80 clusters Score -5.819855e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 122931 members 
Mstep: Class 8 contains 91760 members 
Mstep: Class 9 contains 14636 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 72932 members 
Mstep: Class 14 contains 125643 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 110715 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 126339 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 81057 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 38989 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 2072 members 
Mstep: Class 43 contains 432 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 441 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93068 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6673 members 
Mstep: Class 69 contains 1099 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 138 members 
Mstep: Class 80 contains 184 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198528.000000 Penalty: 49719.257812
Iteration 207Q: 80 clusters Score -5.819853e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11630 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 33553 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 122688 members 
Mstep: Class 8 contains 91731 members 
Mstep: Class 9 contains 14638 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10131 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 125906 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 110613 members 
Mstep: Class 17 contains 15704 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6277 members 
Mstep: Class 24 contains 126229 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 81537 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 38812 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 434 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 361 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93064 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6663 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198716.000000 Penalty: 49719.257812
Iteration 208Q: 80 clusters Score -5.819872e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 33519 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 122448 members 
Mstep: Class 8 contains 91733 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10129 members 
Mstep: Class 13 contains 72929 members 
Mstep: Class 14 contains 126195 members 
Mstep: Class 15 contains 6097 members 
Mstep: Class 16 contains 110522 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 126118 members 
Mstep: Class 25 contains 4098 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 82019 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 38603 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 436 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93061 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6645 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198536.000000 Penalty: 49719.257812
Iteration 209Q: 80 clusters Score -5.819854e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11622 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 33464 members 
Mstep: Class 6 contains 11215 members 
Mstep: Class 7 contains 122226 members 
Mstep: Class 8 contains 91718 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10128 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 126436 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 110421 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 126025 members 
Mstep: Class 25 contains 4165 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 82506 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 993 members 
Mstep: Class 39 contains 38440 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 438 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93042 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 263 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6629 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198548.000000 Penalty: 49719.257812
Iteration 210Q: 80 clusters Score -5.819855e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 33407 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 122012 members 
Mstep: Class 8 contains 91738 members 
Mstep: Class 9 contains 14654 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10126 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 126726 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 110335 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6176 members 
Mstep: Class 24 contains 125940 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 82961 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 996 members 
Mstep: Class 39 contains 38185 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2050 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93038 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 264 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6617 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198700.000000 Penalty: 49719.257812
Iteration 211Q: 80 clusters Score -5.81987e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11591 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 33361 members 
Mstep: Class 6 contains 11176 members 
Mstep: Class 7 contains 121804 members 
Mstep: Class 8 contains 91751 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 72931 members 
Mstep: Class 14 contains 127014 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 110278 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6144 members 
Mstep: Class 24 contains 125838 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 83413 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 37939 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2039 members 
Mstep: Class 43 contains 436 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 93015 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 265 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6606 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198776.000000 Penalty: 49719.257812
Iteration 212Q: 80 clusters Score -5.819878e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11570 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 33319 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 121603 members 
Mstep: Class 8 contains 91794 members 
Mstep: Class 9 contains 14657 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 72932 members 
Mstep: Class 14 contains 127247 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 110188 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 125752 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 83884 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 37715 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 438 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92967 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 265 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6598 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198716.000000 Penalty: 49719.257812
Iteration 213Q: 80 clusters Score -5.819872e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 33285 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 121413 members 
Mstep: Class 8 contains 91829 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 127494 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 110116 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6087 members 
Mstep: Class 24 contains 125646 members 
Mstep: Class 25 contains 4418 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 84357 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2013 members 
Mstep: Class 43 contains 439 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92901 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 268 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6579 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198828.000000 Penalty: 49719.257812
Iteration 214Q: 80 clusters Score -5.819883e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 121243 members 
Mstep: Class 8 contains 91888 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 72931 members 
Mstep: Class 14 contains 127733 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 110010 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 125567 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 84798 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 37279 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 2002 members 
Mstep: Class 43 contains 440 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 269 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6549 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198792.000000 Penalty: 49719.257812
Iteration 215Q: 80 clusters Score -5.819879e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 91960 members 
Mstep: Class 9 contains 14656 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 72930 members 
Mstep: Class 14 contains 127972 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 109947 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 6001 members 
Mstep: Class 24 contains 125500 members 
Mstep: Class 25 contains 4537 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 85222 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 994 members 
Mstep: Class 39 contains 37074 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1991 members 
Mstep: Class 43 contains 441 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92789 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 269 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6511 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198768.000000 Penalty: 49719.257812
Iteration 216Q: 80 clusters Score -5.819877e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 33184 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 120893 members 
Mstep: Class 8 contains 92036 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10107 members 
Mstep: Class 13 contains 72927 members 
Mstep: Class 14 contains 128169 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 109864 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5954 members 
Mstep: Class 24 contains 125462 members 
Mstep: Class 25 contains 4593 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 85645 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 990 members 
Mstep: Class 39 contains 36898 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1980 members 
Mstep: Class 43 contains 443 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92706 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 270 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6473 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198684.000000 Penalty: 49719.257812
Iteration 217Q: 80 clusters Score -5.819868e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 33137 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 120721 members 
Mstep: Class 8 contains 92178 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 72923 members 
Mstep: Class 14 contains 128408 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 109813 members 
Mstep: Class 17 contains 15513 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 125424 members 
Mstep: Class 25 contains 4641 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 86009 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 987 members 
Mstep: Class 39 contains 36633 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1974 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92671 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 271 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6417 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198808.000000 Penalty: 49719.257812
Iteration 218Q: 80 clusters Score -5.819881e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 11076 members 
Mstep: Class 7 contains 120573 members 
Mstep: Class 8 contains 92292 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 72922 members 
Mstep: Class 14 contains 128625 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 109752 members 
Mstep: Class 17 contains 15506 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 125372 members 
Mstep: Class 25 contains 4688 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 86386 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 981 members 
Mstep: Class 39 contains 36402 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1962 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92608 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 272 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6384 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198968.000000 Penalty: 49719.257812
Iteration 219Q: 80 clusters Score -5.819897e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 33051 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 120421 members 
Mstep: Class 8 contains 92407 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 72922 members 
Mstep: Class 14 contains 128810 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 109694 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 125297 members 
Mstep: Class 25 contains 4729 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 86798 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 975 members 
Mstep: Class 39 contains 36209 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92529 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 271 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6350 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198960.000000 Penalty: 49719.257812
Iteration 220F: 80 clusters Score -5.819896e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 33002 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 120275 members 
Mstep: Class 8 contains 92532 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 72921 members 
Mstep: Class 14 contains 129028 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109623 members 
Mstep: Class 17 contains 15491 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5831 members 
Mstep: Class 24 contains 125230 members 
Mstep: Class 25 contains 4759 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 87181 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 972 members 
Mstep: Class 39 contains 35966 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 226 members 
Mstep: Class 42 contains 1936 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92501 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 272 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 6309 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 180 members 
Mstep: Class 78 contains 263 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199032.000000 Penalty: 49719.257812
Iteration 221Q: 80 clusters Score -5.819903e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 32964 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 120139 members 
Mstep: Class 8 contains 92634 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10072 members 
Mstep: Class 13 contains 72920 members 
Mstep: Class 14 contains 129193 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109553 members 
Mstep: Class 17 contains 15475 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5808 members 
Mstep: Class 24 contains 125183 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 87522 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 969 members 
Mstep: Class 39 contains 35785 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1928 members 
Mstep: Class 43 contains 452 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92478 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 273 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6277 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198992.000000 Penalty: 49719.257812
Iteration 222Q: 80 clusters Score -5.819899e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11226 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 32932 members 
Mstep: Class 6 contains 11036 members 
Mstep: Class 7 contains 120032 members 
Mstep: Class 8 contains 92730 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10071 members 
Mstep: Class 13 contains 72921 members 
Mstep: Class 14 contains 129356 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 109509 members 
Mstep: Class 17 contains 15465 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5786 members 
Mstep: Class 24 contains 125126 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 87848 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 966 members 
Mstep: Class 39 contains 35592 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92418 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 274 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6248 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199036.000000 Penalty: 49719.257812
Iteration 223Q: 80 clusters Score -5.819904e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 32902 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 119938 members 
Mstep: Class 8 contains 92804 members 
Mstep: Class 9 contains 14638 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10066 members 
Mstep: Class 13 contains 72920 members 
Mstep: Class 14 contains 129502 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 109474 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 125089 members 
Mstep: Class 25 contains 4838 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 88152 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 962 members 
Mstep: Class 39 contains 35451 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1906 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92341 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 275 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6219 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199096.000000 Penalty: 49719.257812
Iteration 224Q: 80 clusters Score -5.81991e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11177 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 32874 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 119862 members 
Mstep: Class 8 contains 92811 members 
Mstep: Class 9 contains 14633 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 72919 members 
Mstep: Class 14 contains 129623 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 109492 members 
Mstep: Class 17 contains 15449 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 125051 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 88415 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 955 members 
Mstep: Class 39 contains 35386 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1893 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92227 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 277 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6195 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199016.000000 Penalty: 49719.257812
Iteration 225Q: 80 clusters Score -5.819902e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 32843 members 
Mstep: Class 6 contains 11006 members 
Mstep: Class 7 contains 119796 members 
Mstep: Class 8 contains 92826 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 72917 members 
Mstep: Class 14 contains 129743 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 109448 members 
Mstep: Class 17 contains 15440 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 125038 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 88729 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 948 members 
Mstep: Class 39 contains 35312 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1882 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 92090 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 278 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6169 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199076.000000 Penalty: 49719.257812
Iteration 226Q: 80 clusters Score -5.819908e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 32815 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 119738 members 
Mstep: Class 8 contains 92820 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 72914 members 
Mstep: Class 14 contains 129843 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 109409 members 
Mstep: Class 17 contains 15441 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 125026 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 89083 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 942 members 
Mstep: Class 39 contains 35274 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1870 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91884 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 279 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6145 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 264 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198912.000000 Penalty: 49719.257812
Iteration 227Q: 80 clusters Score -5.819891e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 32784 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 119674 members 
Mstep: Class 8 contains 92842 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 129872 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109372 members 
Mstep: Class 17 contains 15437 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 125032 members 
Mstep: Class 25 contains 4966 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 89390 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 935 members 
Mstep: Class 39 contains 35285 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1857 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91723 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 280 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6127 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199020.000000 Penalty: 49719.257812
Iteration 228Q: 80 clusters Score -5.819902e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 3238 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 32755 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 119622 members 
Mstep: Class 8 contains 92860 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 72909 members 
Mstep: Class 14 contains 129929 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109332 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 125012 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 89695 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 35265 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1844 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91582 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 279 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6109 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198868.000000 Penalty: 49719.257812
Iteration 229Q: 80 clusters Score -5.819887e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 32739 members 
Mstep: Class 6 contains 10985 members 
Mstep: Class 7 contains 119579 members 
Mstep: Class 8 contains 92900 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 72909 members 
Mstep: Class 14 contains 130018 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 109292 members 
Mstep: Class 17 contains 15431 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 124989 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 89997 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 924 members 
Mstep: Class 39 contains 35188 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1828 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91421 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6092 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199108.000000 Penalty: 49719.257812
Iteration 230Q: 80 clusters Score -5.819911e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 32721 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 119540 members 
Mstep: Class 8 contains 92948 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10055 members 
Mstep: Class 13 contains 72909 members 
Mstep: Class 14 contains 130096 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 109256 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 124979 members 
Mstep: Class 25 contains 5105 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 90272 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 919 members 
Mstep: Class 39 contains 35104 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1809 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91250 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6081 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199004.000000 Penalty: 49719.257812
Iteration 231Q: 80 clusters Score -5.8199e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11055 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 32707 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 119487 members 
Mstep: Class 8 contains 92967 members 
Mstep: Class 9 contains 14632 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10050 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 130168 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 109230 members 
Mstep: Class 17 contains 15429 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 124961 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 90511 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 915 members 
Mstep: Class 39 contains 35058 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1790 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 91115 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6070 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199100.000000 Penalty: 49719.257812
Iteration 232Q: 80 clusters Score -5.81991e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11049 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 4581 members 
Mstep: Class 5 contains 32699 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 119449 members 
Mstep: Class 8 contains 92983 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 72910 members 
Mstep: Class 14 contains 130304 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 109229 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5397 members 
Mstep: Class 24 contains 124947 members 
Mstep: Class 25 contains 5205 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 90713 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 913 members 
Mstep: Class 39 contains 34949 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1771 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90977 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6049 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199244.000000 Penalty: 49719.257812
Iteration 233Q: 80 clusters Score -5.819924e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11049 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 32686 members 
Mstep: Class 6 contains 10971 members 
Mstep: Class 7 contains 119415 members 
Mstep: Class 8 contains 92993 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 72909 members 
Mstep: Class 14 contains 130428 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 109213 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 124935 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 90920 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 915 members 
Mstep: Class 39 contains 34857 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1746 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90847 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 6034 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199236.000000 Penalty: 49719.257812
Iteration 234Q: 80 clusters Score -5.819924e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 3213 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32672 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 119383 members 
Mstep: Class 8 contains 93038 members 
Mstep: Class 9 contains 14628 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10050 members 
Mstep: Class 13 contains 72908 members 
Mstep: Class 14 contains 130599 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 109210 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 124910 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 91125 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 915 members 
Mstep: Class 39 contains 34707 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90713 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5993 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199236.000000 Penalty: 49719.257812
Iteration 235Q: 80 clusters Score -5.819924e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 3207 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 32663 members 
Mstep: Class 6 contains 10982 members 
Mstep: Class 7 contains 119342 members 
Mstep: Class 8 contains 93055 members 
Mstep: Class 9 contains 14625 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 72908 members 
Mstep: Class 14 contains 130740 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 109214 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5269 members 
Mstep: Class 24 contains 124875 members 
Mstep: Class 25 contains 5342 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 91269 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 915 members 
Mstep: Class 39 contains 34608 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1712 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90642 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5949 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199384.000000 Penalty: 49719.257812
Iteration 236Q: 80 clusters Score -5.819938e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11078 members 
Mstep: Class 3 contains 3199 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 32659 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 119309 members 
Mstep: Class 8 contains 93037 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72908 members 
Mstep: Class 14 contains 130904 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 109189 members 
Mstep: Class 17 contains 15420 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5241 members 
Mstep: Class 24 contains 124826 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 91445 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 912 members 
Mstep: Class 39 contains 34505 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1699 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90564 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5910 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199380.000000 Penalty: 49719.257812
Iteration 237Q: 80 clusters Score -5.819938e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 4573 members 
Mstep: Class 5 contains 32638 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 119265 members 
Mstep: Class 8 contains 93049 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72905 members 
Mstep: Class 14 contains 131035 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 109187 members 
Mstep: Class 17 contains 15420 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5223 members 
Mstep: Class 24 contains 124778 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 91591 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 909 members 
Mstep: Class 39 contains 34415 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1689 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90508 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5865 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199420.000000 Penalty: 49719.257812
Iteration 238Q: 80 clusters Score -5.819942e+07 nChanged 1174
Entering ConstructFrom: 
Score: -58199420.000000 Penalty: 49719.257812
Entering ConstructFrom: 
Trying to split cluster 1 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12216.208984 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -12216.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11941.862305 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11941.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12049.024414 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -12049.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12080.161133 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -12080.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12098.018555 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -12098.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12105.549805 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -12105.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12114.735352 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -12114.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12125.357422 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -12125.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12130.284180 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -12130.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12130.922852 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -12130.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12130.922852 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -12130.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Entering Unmasked Estep 
Score: -678971.375000 Penalty: 423.720398
	Iteration 0F: 2 clusters Score -678971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -671508.312500 Penalty: 847.440796
	Iteration 0F: 3 clusters Score -671508.3 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -674557.750000 Penalty: 847.440796
	Iteration 1F: 3 clusters Score -674557.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -674871.375000 Penalty: 847.440796
	Iteration 2F: 3 clusters Score -674871.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -675319.750000 Penalty: 847.440796
	Iteration 3F: 3 clusters Score -675319.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675899.312500 Penalty: 847.440796
	Iteration 4F: 3 clusters Score -675899.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -676524.625000 Penalty: 847.440796
	Iteration 5F: 3 clusters Score -676524.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -677016.437500 Penalty: 847.440796
	Iteration 6F: 3 clusters Score -677016.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -677337.937500 Penalty: 847.440796
	Iteration 7Q: 3 clusters Score -677337.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -677550.562500 Penalty: 847.440796
	Iteration 8Q: 3 clusters Score -677550.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -677706.062500 Penalty: 847.440796
	Iteration 9Q: 3 clusters Score -677706.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -677847.687500 Penalty: 847.440796
	Iteration 10Q: 3 clusters Score -677847.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -677974.562500 Penalty: 847.440796
	Iteration 11Q: 3 clusters Score -677974.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -678097.500000 Penalty: 847.440796
	Iteration 12Q: 3 clusters Score -678097.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -678222.562500 Penalty: 847.440796
	Iteration 13Q: 3 clusters Score -678222.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -678317.062500 Penalty: 847.440796
	Iteration 14Q: 3 clusters Score -678317.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -678411.500000 Penalty: 847.440796
	Iteration 15Q: 3 clusters Score -678411.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -678479.062500 Penalty: 847.440796
	Iteration 16Q: 3 clusters Score -678479.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -678515.000000 Penalty: 847.440796
	Iteration 17Q: 3 clusters Score -678515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -678536.875000 Penalty: 847.440796
	Iteration 18Q: 3 clusters Score -678536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -678551.500000 Penalty: 847.440796
	Iteration 19Q: 3 clusters Score -678551.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -678564.875000 Penalty: 847.440796
	Iteration 20F: 3 clusters Score -678564.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -678584.250000 Penalty: 847.440796
	Iteration 21Q: 3 clusters Score -678584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -678588.812500 Penalty: 847.440796
	Iteration 22Q: 3 clusters Score -678588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -678592.437500 Penalty: 847.440796
	Iteration 23Q: 3 clusters Score -678592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -678594.750000 Penalty: 847.440796
	Iteration 24Q: 3 clusters Score -678594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -678595.812500 Penalty: 847.440796
	Iteration 25Q: 3 clusters Score -678595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -678600.562500 Penalty: 847.440796
	Iteration 26Q: 3 clusters Score -678600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -678601.812500 Penalty: 847.440796
	Iteration 27Q: 3 clusters Score -678601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -678604.250000 Penalty: 847.440796
	Iteration 28Q: 3 clusters Score -678604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -678604.250000 Penalty: 847.440796
	Iteration 29F: 3 clusters Score -678604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -165819.281250 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -165819.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -163619.093750 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -163619.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -164464.406250 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -164464.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -164574.312500 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -164574.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -164677.015625 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -164677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -164744.281250 Penalty: 734.082031
	Iteration 4Q: 3 clusters Score -164744.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -164810.609375 Penalty: 734.082031
	Iteration 5Q: 3 clusters Score -164810.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -164878.343750 Penalty: 734.082031
	Iteration 6Q: 3 clusters Score -164878.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -164933.984375 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -164934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -164980.718750 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -164980.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -165032.953125 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -165033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -165092.406250 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -165092.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -165165.281250 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -165165.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -165224.843750 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -165224.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -165268.593750 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -165268.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -165312.781250 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -165312.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -165350.781250 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -165350.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -165403.515625 Penalty: 734.082031
	Iteration 16Q: 3 clusters Score -165403.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -165434.078125 Penalty: 734.082031
	Iteration 17Q: 3 clusters Score -165434.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -165459.140625 Penalty: 734.082031
	Iteration 18Q: 3 clusters Score -165459.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -165488.750000 Penalty: 734.082031
	Iteration 19Q: 3 clusters Score -165488.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -165523.937500 Penalty: 734.082031
	Iteration 20F: 3 clusters Score -165523.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -165564.562500 Penalty: 734.082031
	Iteration 21Q: 3 clusters Score -165564.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -165598.156250 Penalty: 734.082031
	Iteration 22Q: 3 clusters Score -165598.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -165624.250000 Penalty: 734.082031
	Iteration 23Q: 3 clusters Score -165624.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -165641.765625 Penalty: 734.082031
	Iteration 24Q: 3 clusters Score -165641.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -165650.937500 Penalty: 734.082031
	Iteration 25Q: 3 clusters Score -165650.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -165657.546875 Penalty: 734.082031
	Iteration 26Q: 3 clusters Score -165657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -165661.796875 Penalty: 734.082031
	Iteration 27Q: 3 clusters Score -165661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -165666.375000 Penalty: 734.082031
	Iteration 28Q: 3 clusters Score -165666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -165670.093750 Penalty: 734.082031
	Iteration 29Q: 3 clusters Score -165670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -165672.859375 Penalty: 734.082031
	Iteration 30Q: 3 clusters Score -165672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -165680.203125 Penalty: 734.082031
	Iteration 31Q: 3 clusters Score -165680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -165686.656250 Penalty: 734.082031
	Iteration 32Q: 3 clusters Score -165686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -165690.468750 Penalty: 734.082031
	Iteration 33Q: 3 clusters Score -165690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -165693.000000 Penalty: 734.082031
	Iteration 34Q: 3 clusters Score -165693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -165693.875000 Penalty: 734.082031
	Iteration 35Q: 3 clusters Score -165693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -165694.812500 Penalty: 734.082031
	Iteration 36Q: 3 clusters Score -165694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -165695.437500 Penalty: 734.082031
	Iteration 37Q: 3 clusters Score -165695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -165696.187500 Penalty: 734.082031
	Iteration 38Q: 3 clusters Score -165696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -165696.250000 Penalty: 734.082031
	Iteration 39Q: 3 clusters Score -165696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -165696.437500 Penalty: 734.082031
	Iteration 40F: 3 clusters Score -165696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -165697.031250 Penalty: 734.082031
	Iteration 41Q: 3 clusters Score -165697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -165698.031250 Penalty: 734.082031
	Iteration 42Q: 3 clusters Score -165698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -165701.406250 Penalty: 734.082031
	Iteration 43Q: 3 clusters Score -165701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -165703.109375 Penalty: 734.082031
	Iteration 44Q: 3 clusters Score -165703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -165705.000000 Penalty: 734.082031
	Iteration 45Q: 3 clusters Score -165705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -165705.750000 Penalty: 734.082031
	Iteration 46Q: 3 clusters Score -165705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -165706.125000 Penalty: 734.082031
	Iteration 47Q: 3 clusters Score -165706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -165706.703125 Penalty: 734.082031
	Iteration 48Q: 3 clusters Score -165706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -165708.531250 Penalty: 734.082031
	Iteration 49Q: 3 clusters Score -165708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -165710.093750 Penalty: 734.082031
	Iteration 50Q: 3 clusters Score -165710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -165710.656250 Penalty: 734.082031
	Iteration 51Q: 3 clusters Score -165710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -165711.171875 Penalty: 734.082031
	Iteration 52Q: 3 clusters Score -165711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -165711.640625 Penalty: 734.082031
	Iteration 53Q: 3 clusters Score -165711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -165712.000000 Penalty: 734.082031
	Iteration 54Q: 3 clusters Score -165712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -165712.281250 Penalty: 734.082031
	Iteration 55Q: 3 clusters Score -165712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -165713.000000 Penalty: 734.082031
	Iteration 56Q: 3 clusters Score -165713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -165713.625000 Penalty: 734.082031
	Iteration 57Q: 3 clusters Score -165713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -165713.796875 Penalty: 734.082031
	Iteration 58Q: 3 clusters Score -165713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -165713.703125 Penalty: 734.082031
	Iteration 59Q: 3 clusters Score -165713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -165713.703125 Penalty: 734.082031
	Iteration 60F: 3 clusters Score -165713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -279011.562500 Penalty: 383.460602
	Iteration 0F: 2 clusters Score -279011.6 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 2309 members 
Entering Unmasked Estep 
Score: -275878.375000 Penalty: 766.921204
	Iteration 0F: 3 clusters Score -275878.4 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -276953.531250 Penalty: 766.921204
	Iteration 1F: 3 clusters Score -276953.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -277065.312500 Penalty: 766.921204
	Iteration 2F: 3 clusters Score -277065.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -277202.281250 Penalty: 766.921204
	Iteration 3F: 3 clusters Score -277202.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -277405.593750 Penalty: 766.921204
	Iteration 4F: 3 clusters Score -277405.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -277639.718750 Penalty: 766.921204
	Iteration 5F: 3 clusters Score -277639.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -277889.250000 Penalty: 766.921204
	Iteration 6F: 3 clusters Score -277889.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -278089.281250 Penalty: 766.921204
	Iteration 7F: 3 clusters Score -278089.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -278191.875000 Penalty: 766.921204
	Iteration 8Q: 3 clusters Score -278191.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -278268.406250 Penalty: 766.921204
	Iteration 9Q: 3 clusters Score -278268.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -278315.500000 Penalty: 766.921204
	Iteration 10Q: 3 clusters Score -278315.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -278343.531250 Penalty: 766.921204
	Iteration 11Q: 3 clusters Score -278343.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -278377.031250 Penalty: 766.921204
	Iteration 12Q: 3 clusters Score -278377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -278412.750000 Penalty: 766.921204
	Iteration 13Q: 3 clusters Score -278412.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -278451.281250 Penalty: 766.921204
	Iteration 14Q: 3 clusters Score -278451.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -278478.312500 Penalty: 766.921204
	Iteration 15Q: 3 clusters Score -278478.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -278497.281250 Penalty: 766.921204
	Iteration 16Q: 3 clusters Score -278497.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -278521.656250 Penalty: 766.921204
	Iteration 17Q: 3 clusters Score -278521.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -278538.875000 Penalty: 766.921204
	Iteration 18Q: 3 clusters Score -278538.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -278554.750000 Penalty: 766.921204
	Iteration 19Q: 3 clusters Score -278554.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -278571.656250 Penalty: 766.921204
	Iteration 20F: 3 clusters Score -278571.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -278588.062500 Penalty: 766.921204
	Iteration 21Q: 3 clusters Score -278588.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -278616.281250 Penalty: 766.921204
	Iteration 22Q: 3 clusters Score -278616.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -278644.937500 Penalty: 766.921204
	Iteration 23Q: 3 clusters Score -278644.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -278661.468750 Penalty: 766.921204
	Iteration 24Q: 3 clusters Score -278661.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -278670.281250 Penalty: 766.921204
	Iteration 25Q: 3 clusters Score -278670.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -278673.156250 Penalty: 766.921204
	Iteration 26Q: 3 clusters Score -278673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -278675.000000 Penalty: 766.921204
	Iteration 27Q: 3 clusters Score -278675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -278676.500000 Penalty: 766.921204
	Iteration 28Q: 3 clusters Score -278676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -278679.031250 Penalty: 766.921204
	Iteration 29Q: 3 clusters Score -278679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -278681.468750 Penalty: 766.921204
	Iteration 30Q: 3 clusters Score -278681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -278684.218750 Penalty: 766.921204
	Iteration 31Q: 3 clusters Score -278684.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -278687.468750 Penalty: 766.921204
	Iteration 32Q: 3 clusters Score -278687.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -278693.656250 Penalty: 766.921204
	Iteration 33Q: 3 clusters Score -278693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -278696.812500 Penalty: 766.921204
	Iteration 34Q: 3 clusters Score -278696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -278700.750000 Penalty: 766.921204
	Iteration 35Q: 3 clusters Score -278700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -278702.125000 Penalty: 766.921204
	Iteration 36Q: 3 clusters Score -278702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -278704.187500 Penalty: 766.921204
	Iteration 37Q: 3 clusters Score -278704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -278704.687500 Penalty: 766.921204
	Iteration 38Q: 3 clusters Score -278704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -278705.531250 Penalty: 766.921204
	Iteration 39Q: 3 clusters Score -278705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -278707.000000 Penalty: 766.921204
	Iteration 40F: 3 clusters Score -278707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -278707.218750 Penalty: 766.921204
	Iteration 41Q: 3 clusters Score -278707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -278706.906250 Penalty: 766.921204
	Iteration 42Q: 3 clusters Score -278706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -278706.906250 Penalty: 766.921204
	Iteration 43F: 3 clusters Score -278706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Entering Unmasked Estep 
Score: -1962599.125000 Penalty: 472.871155
	Iteration 0F: 2 clusters Score -1962599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1940845.250000 Penalty: 945.742310
	Iteration 0F: 3 clusters Score -1940845 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1950798.875000 Penalty: 945.742310
	Iteration 1F: 3 clusters Score -1950799 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1952003.750000 Penalty: 945.742310
	Iteration 2F: 3 clusters Score -1952004 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1953285.750000 Penalty: 945.742310
	Iteration 3F: 3 clusters Score -1953286 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1954577.750000 Penalty: 945.742310
	Iteration 4F: 3 clusters Score -1954578 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1955891.625000 Penalty: 945.742310
	Iteration 5F: 3 clusters Score -1955892 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1957273.500000 Penalty: 945.742310
	Iteration 6F: 3 clusters Score -1957274 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1958748.875000 Penalty: 945.742310
	Iteration 7F: 3 clusters Score -1958749 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1960137.500000 Penalty: 945.742310
	Iteration 8Q: 3 clusters Score -1960138 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1961225.750000 Penalty: 945.742310
	Iteration 9Q: 3 clusters Score -1961226 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1961867.500000 Penalty: 945.742310
	Iteration 10Q: 3 clusters Score -1961868 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1962085.875000 Penalty: 945.742310
	Iteration 11Q: 3 clusters Score -1962086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1962192.000000 Penalty: 945.742310
	Iteration 12Q: 3 clusters Score -1962192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1962247.500000 Penalty: 945.742310
	Iteration 13Q: 3 clusters Score -1962248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1962265.250000 Penalty: 945.742310
	Iteration 14Q: 3 clusters Score -1962265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1962278.500000 Penalty: 945.742310
	Iteration 15Q: 3 clusters Score -1962278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1962283.500000 Penalty: 945.742310
	Iteration 16Q: 3 clusters Score -1962284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1962286.375000 Penalty: 945.742310
	Iteration 17Q: 3 clusters Score -1962286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1962292.375000 Penalty: 945.742310
	Iteration 18Q: 3 clusters Score -1962292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1962294.125000 Penalty: 945.742310
	Iteration 19Q: 3 clusters Score -1962294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1962298.875000 Penalty: 945.742310
	Iteration 20F: 3 clusters Score -1962299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1962300.000000 Penalty: 945.742310
	Iteration 21Q: 3 clusters Score -1962300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1962300.375000 Penalty: 945.742310
	Iteration 22Q: 3 clusters Score -1962300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1962300.375000 Penalty: 945.742310
	Iteration 23Q: 3 clusters Score -1962300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1962303.125000 Penalty: 945.742310
	Iteration 24Q: 3 clusters Score -1962303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1962304.750000 Penalty: 945.742310
	Iteration 25Q: 3 clusters Score -1962305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1962303.375000 Penalty: 945.742310
	Iteration 26Q: 3 clusters Score -1962303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1962303.375000 Penalty: 945.742310
	Iteration 27F: 3 clusters Score -1962303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -659866.750000 Penalty: 423.378113
	Iteration 0F: 2 clusters Score -659866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -652577.250000 Penalty: 846.756226
	Iteration 0F: 3 clusters Score -652577.2 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -655294.562500 Penalty: 846.756226
	Iteration 1F: 3 clusters Score -655294.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -655450.312500 Penalty: 846.756226
	Iteration 2Q: 3 clusters Score -655450.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -655658.375000 Penalty: 846.756226
	Iteration 3Q: 3 clusters Score -655658.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -655972.437500 Penalty: 846.756226
	Iteration 4F: 3 clusters Score -655972.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -656407.937500 Penalty: 846.756226
	Iteration 5F: 3 clusters Score -656407.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -656921.625000 Penalty: 846.756226
	Iteration 6F: 3 clusters Score -656921.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -657351.437500 Penalty: 846.756226
	Iteration 7F: 3 clusters Score -657351.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -657566.750000 Penalty: 846.756226
	Iteration 8Q: 3 clusters Score -657566.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -657665.062500 Penalty: 846.756226
	Iteration 9Q: 3 clusters Score -657665.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -657725.062500 Penalty: 846.756226
	Iteration 10Q: 3 clusters Score -657725.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -657782.937500 Penalty: 846.756226
	Iteration 11Q: 3 clusters Score -657782.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -657842.625000 Penalty: 846.756226
	Iteration 12Q: 3 clusters Score -657842.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -657894.062500 Penalty: 846.756226
	Iteration 13Q: 3 clusters Score -657894.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -657958.375000 Penalty: 846.756226
	Iteration 14Q: 3 clusters Score -657958.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -658025.437500 Penalty: 846.756226
	Iteration 15Q: 3 clusters Score -658025.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -658082.125000 Penalty: 846.756226
	Iteration 16Q: 3 clusters Score -658082.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -658151.187500 Penalty: 846.756226
	Iteration 17Q: 3 clusters Score -658151.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -658239.625000 Penalty: 846.756226
	Iteration 18Q: 3 clusters Score -658239.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -658345.062500 Penalty: 846.756226
	Iteration 19Q: 3 clusters Score -658345.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -658453.687500 Penalty: 846.756226
	Iteration 20F: 3 clusters Score -658453.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -658560.562500 Penalty: 846.756226
	Iteration 21Q: 3 clusters Score -658560.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -658676.875000 Penalty: 846.756226
	Iteration 22Q: 3 clusters Score -658676.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -658799.875000 Penalty: 846.756226
	Iteration 23Q: 3 clusters Score -658799.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -658894.312500 Penalty: 846.756226
	Iteration 24Q: 3 clusters Score -658894.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -658986.812500 Penalty: 846.756226
	Iteration 25Q: 3 clusters Score -658986.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -659072.062500 Penalty: 846.756226
	Iteration 26Q: 3 clusters Score -659072.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -659156.812500 Penalty: 846.756226
	Iteration 27Q: 3 clusters Score -659156.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -659228.000000 Penalty: 846.756226
	Iteration 28Q: 3 clusters Score -659228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -659304.000000 Penalty: 846.756226
	Iteration 29Q: 3 clusters Score -659304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -659360.625000 Penalty: 846.756226
	Iteration 30Q: 3 clusters Score -659360.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -659394.437500 Penalty: 846.756226
	Iteration 31Q: 3 clusters Score -659394.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -659418.812500 Penalty: 846.756226
	Iteration 32Q: 3 clusters Score -659418.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -659441.812500 Penalty: 846.756226
	Iteration 33Q: 3 clusters Score -659441.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -659456.875000 Penalty: 846.756226
	Iteration 34Q: 3 clusters Score -659456.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -659464.687500 Penalty: 846.756226
	Iteration 35Q: 3 clusters Score -659464.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -659477.125000 Penalty: 846.756226
	Iteration 36Q: 3 clusters Score -659477.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -659482.562500 Penalty: 846.756226
	Iteration 37Q: 3 clusters Score -659482.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -659488.687500 Penalty: 846.756226
	Iteration 38Q: 3 clusters Score -659488.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -659493.875000 Penalty: 846.756226
	Iteration 39Q: 3 clusters Score -659493.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -659499.375000 Penalty: 846.756226
	Iteration 40F: 3 clusters Score -659499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -659503.875000 Penalty: 846.756226
	Iteration 41Q: 3 clusters Score -659503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -659505.312500 Penalty: 846.756226
	Iteration 42Q: 3 clusters Score -659505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -659509.000000 Penalty: 846.756226
	Iteration 43Q: 3 clusters Score -659509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -659510.937500 Penalty: 846.756226
	Iteration 44Q: 3 clusters Score -659510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -659511.937500 Penalty: 846.756226
	Iteration 45Q: 3 clusters Score -659511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -659513.062500 Penalty: 846.756226
	Iteration 46Q: 3 clusters Score -659513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -659517.562500 Penalty: 846.756226
	Iteration 47Q: 3 clusters Score -659517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -659518.312500 Penalty: 846.756226
	Iteration 48Q: 3 clusters Score -659518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -659518.312500 Penalty: 846.756226
	Iteration 49Q: 3 clusters Score -659518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -659518.312500 Penalty: 846.756226
	Iteration 50F: 3 clusters Score -659518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Entering Unmasked Estep 
Score: -7004521.000000 Penalty: 531.849976
	Iteration 0F: 2 clusters Score -7004521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -6924389.500000 Penalty: 1063.699951
	Iteration 0F: 3 clusters Score -6924390 nChanged 58188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -6966289.500000 Penalty: 1063.699951
	Iteration 1F: 3 clusters Score -6966290 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6972653.000000 Penalty: 1063.699951
	Iteration 2F: 3 clusters Score -6972653 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -6980318.500000 Penalty: 1063.699951
	Iteration 3F: 3 clusters Score -6980318 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -6986305.500000 Penalty: 1063.699951
	Iteration 4F: 3 clusters Score -6986306 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -6989491.000000 Penalty: 1063.699951
	Iteration 5Q: 3 clusters Score -6989491 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -6990983.500000 Penalty: 1063.699951
	Iteration 6Q: 3 clusters Score -6990984 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -6991805.000000 Penalty: 1063.699951
	Iteration 7Q: 3 clusters Score -6991805 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6992352.000000 Penalty: 1063.699951
	Iteration 8Q: 3 clusters Score -6992352 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6992911.500000 Penalty: 1063.699951
	Iteration 9Q: 3 clusters Score -6992912 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6993333.000000 Penalty: 1063.699951
	Iteration 10Q: 3 clusters Score -6993333 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6993835.000000 Penalty: 1063.699951
	Iteration 11Q: 3 clusters Score -6993835 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -6994283.000000 Penalty: 1063.699951
	Iteration 12Q: 3 clusters Score -6994283 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6994711.500000 Penalty: 1063.699951
	Iteration 13Q: 3 clusters Score -6994712 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6995098.000000 Penalty: 1063.699951
	Iteration 14Q: 3 clusters Score -6995098 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -6995466.000000 Penalty: 1063.699951
	Iteration 15Q: 3 clusters Score -6995466 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6995831.000000 Penalty: 1063.699951
	Iteration 16Q: 3 clusters Score -6995831 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -6996268.000000 Penalty: 1063.699951
	Iteration 17Q: 3 clusters Score -6996268 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -6996733.000000 Penalty: 1063.699951
	Iteration 18Q: 3 clusters Score -6996733 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -6997121.000000 Penalty: 1063.699951
	Iteration 19Q: 3 clusters Score -6997121 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6997551.500000 Penalty: 1063.699951
	Iteration 20F: 3 clusters Score -6997552 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -6998038.500000 Penalty: 1063.699951
	Iteration 21Q: 3 clusters Score -6998038 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6998493.000000 Penalty: 1063.699951
	Iteration 22Q: 3 clusters Score -6998493 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -6998942.000000 Penalty: 1063.699951
	Iteration 23Q: 3 clusters Score -6998942 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -6999456.000000 Penalty: 1063.699951
	Iteration 24Q: 3 clusters Score -6999456 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -7000032.500000 Penalty: 1063.699951
	Iteration 25Q: 3 clusters Score -7000032 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -7000569.500000 Penalty: 1063.699951
	Iteration 26Q: 3 clusters Score -7000570 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -7001168.500000 Penalty: 1063.699951
	Iteration 27Q: 3 clusters Score -7001168 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -7001652.500000 Penalty: 1063.699951
	Iteration 28Q: 3 clusters Score -7001652 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -7002146.000000 Penalty: 1063.699951
	Iteration 29Q: 3 clusters Score -7002146 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113281 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7002603.000000 Penalty: 1063.699951
	Iteration 30Q: 3 clusters Score -7002603 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7003002.500000 Penalty: 1063.699951
	Iteration 31Q: 3 clusters Score -7003002 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -7003378.000000 Penalty: 1063.699951
	Iteration 32Q: 3 clusters Score -7003378 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7003689.000000 Penalty: 1063.699951
	Iteration 33Q: 3 clusters Score -7003689 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7003876.500000 Penalty: 1063.699951
	Iteration 34Q: 3 clusters Score -7003876 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7004058.500000 Penalty: 1063.699951
	Iteration 35Q: 3 clusters Score -7004058 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7004156.000000 Penalty: 1063.699951
	Iteration 36Q: 3 clusters Score -7004156 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7004240.500000 Penalty: 1063.699951
	Iteration 37Q: 3 clusters Score -7004240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7004251.000000 Penalty: 1063.699951
	Iteration 38Q: 3 clusters Score -7004251 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7004267.500000 Penalty: 1063.699951
	Iteration 39Q: 3 clusters Score -7004268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7004283.000000 Penalty: 1063.699951
	Iteration 40F: 3 clusters Score -7004283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7004298.500000 Penalty: 1063.699951
	Iteration 41Q: 3 clusters Score -7004298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7004320.000000 Penalty: 1063.699951
	Iteration 42Q: 3 clusters Score -7004320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7004324.500000 Penalty: 1063.699951
	Iteration 43Q: 3 clusters Score -7004324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7004354.500000 Penalty: 1063.699951
	Iteration 44Q: 3 clusters Score -7004354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7004370.500000 Penalty: 1063.699951
	Iteration 45Q: 3 clusters Score -7004370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7004385.500000 Penalty: 1063.699951
	Iteration 46Q: 3 clusters Score -7004386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7004389.500000 Penalty: 1063.699951
	Iteration 47Q: 3 clusters Score -7004390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7004394.500000 Penalty: 1063.699951
	Iteration 48Q: 3 clusters Score -7004394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7004407.500000 Penalty: 1063.699951
	Iteration 49Q: 3 clusters Score -7004408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7004407.000000 Penalty: 1063.699951
	Iteration 50Q: 3 clusters Score -7004407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7004413.500000 Penalty: 1063.699951
	Iteration 51Q: 3 clusters Score -7004414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7004426.500000 Penalty: 1063.699951
	Iteration 52Q: 3 clusters Score -7004426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7004429.500000 Penalty: 1063.699951
	Iteration 53Q: 3 clusters Score -7004430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7004436.500000 Penalty: 1063.699951
	Iteration 54Q: 3 clusters Score -7004436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7004446.500000 Penalty: 1063.699951
	Iteration 55Q: 3 clusters Score -7004446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7004457.000000 Penalty: 1063.699951
	Iteration 56Q: 3 clusters Score -7004457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7004463.500000 Penalty: 1063.699951
	Iteration 57Q: 3 clusters Score -7004464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7004468.000000 Penalty: 1063.699951
	Iteration 58Q: 3 clusters Score -7004468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118554 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7004470.500000 Penalty: 1063.699951
	Iteration 59Q: 3 clusters Score -7004470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7004477.000000 Penalty: 1063.699951
	Iteration 60F: 3 clusters Score -7004477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7004475.000000 Penalty: 1063.699951
	Iteration 61Q: 3 clusters Score -7004475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7004480.500000 Penalty: 1063.699951
	Iteration 62Q: 3 clusters Score -7004480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7004477.000000 Penalty: 1063.699951
	Iteration 63Q: 3 clusters Score -7004477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7004484.000000 Penalty: 1063.699951
	Iteration 64Q: 3 clusters Score -7004484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7004483.000000 Penalty: 1063.699951
	Iteration 65Q: 3 clusters Score -7004483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7004486.500000 Penalty: 1063.699951
	Iteration 66Q: 3 clusters Score -7004486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7004497.000000 Penalty: 1063.699951
	Iteration 67Q: 3 clusters Score -7004497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118554 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7004507.500000 Penalty: 1063.699951
	Iteration 68Q: 3 clusters Score -7004508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7004518.500000 Penalty: 1063.699951
	Iteration 69Q: 3 clusters Score -7004518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118546 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7004520.500000 Penalty: 1063.699951
	Iteration 70Q: 3 clusters Score -7004520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118546 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7004535.000000 Penalty: 1063.699951
	Iteration 71Q: 3 clusters Score -7004535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7004532.000000 Penalty: 1063.699951
	Iteration 72Q: 3 clusters Score -7004532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7004534.500000 Penalty: 1063.699951
	Iteration 73Q: 3 clusters Score -7004534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118528 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7004549.000000 Penalty: 1063.699951
	Iteration 74Q: 3 clusters Score -7004549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7004552.000000 Penalty: 1063.699951
	Iteration 75Q: 3 clusters Score -7004552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7004560.000000 Penalty: 1063.699951
	Iteration 76Q: 3 clusters Score -7004560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7004558.500000 Penalty: 1063.699951
	Iteration 77Q: 3 clusters Score -7004558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7004572.000000 Penalty: 1063.699951
	Iteration 78Q: 3 clusters Score -7004572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7004585.500000 Penalty: 1063.699951
	Iteration 79Q: 3 clusters Score -7004586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7004583.000000 Penalty: 1063.699951
	Iteration 80F: 3 clusters Score -7004583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7004587.000000 Penalty: 1063.699951
	Iteration 81Q: 3 clusters Score -7004587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7004588.500000 Penalty: 1063.699951
	Iteration 82Q: 3 clusters Score -7004588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7004595.000000 Penalty: 1063.699951
	Iteration 83Q: 3 clusters Score -7004595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7004594.500000 Penalty: 1063.699951
	Iteration 84Q: 3 clusters Score -7004594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7004602.000000 Penalty: 1063.699951
	Iteration 85Q: 3 clusters Score -7004602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7004604.500000 Penalty: 1063.699951
	Iteration 86Q: 3 clusters Score -7004604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7004609.000000 Penalty: 1063.699951
	Iteration 87Q: 3 clusters Score -7004609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7004613.000000 Penalty: 1063.699951
	Iteration 88Q: 3 clusters Score -7004613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7004615.000000 Penalty: 1063.699951
	Iteration 89Q: 3 clusters Score -7004615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7004610.000000 Penalty: 1063.699951
	Iteration 90Q: 3 clusters Score -7004610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7004610.000000 Penalty: 1063.699951
	Iteration 91F: 3 clusters Score -7004610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 118414 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 840 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199280.000000 Penalty: 50348.613281
Splitting cluster 7 changes total score from -58199420.000000 to -58199280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (93093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Entering Unmasked Estep 
Score: -5628447.500000 Penalty: 520.581665
	Iteration 0F: 2 clusters Score -5628448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -5565401.500000 Penalty: 1041.163330
	Iteration 0F: 3 clusters Score -5565402 nChanged 45435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -5595607.500000 Penalty: 1041.163330
	Iteration 1F: 3 clusters Score -5595608 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -5599574.500000 Penalty: 1041.163330
	Iteration 2F: 3 clusters Score -5599574 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -5605931.000000 Penalty: 1041.163330
	Iteration 3F: 3 clusters Score -5605931 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -5613651.000000 Penalty: 1041.163330
	Iteration 4F: 3 clusters Score -5613651 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -5620239.000000 Penalty: 1041.163330
	Iteration 5F: 3 clusters Score -5620239 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -5624220.000000 Penalty: 1041.163330
	Iteration 6Q: 3 clusters Score -5624220 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -5626271.000000 Penalty: 1041.163330
	Iteration 7Q: 3 clusters Score -5626271 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -5627251.500000 Penalty: 1041.163330
	Iteration 8Q: 3 clusters Score -5627252 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -5627678.000000 Penalty: 1041.163330
	Iteration 9Q: 3 clusters Score -5627678 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -5627903.500000 Penalty: 1041.163330
	Iteration 10Q: 3 clusters Score -5627904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -5627995.000000 Penalty: 1041.163330
	Iteration 11Q: 3 clusters Score -5627995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -5628050.000000 Penalty: 1041.163330
	Iteration 12Q: 3 clusters Score -5628050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -5628072.000000 Penalty: 1041.163330
	Iteration 13Q: 3 clusters Score -5628072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -5628080.500000 Penalty: 1041.163330
	Iteration 14Q: 3 clusters Score -5628080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -5628097.000000 Penalty: 1041.163330
	Iteration 15Q: 3 clusters Score -5628097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -5628097.000000 Penalty: 1041.163330
	Iteration 16Q: 3 clusters Score -5628097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -5628104.000000 Penalty: 1041.163330
	Iteration 17Q: 3 clusters Score -5628104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -5628102.000000 Penalty: 1041.163330
	Iteration 18Q: 3 clusters Score -5628102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -5628106.000000 Penalty: 1041.163330
	Iteration 19Q: 3 clusters Score -5628106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -5628104.500000 Penalty: 1041.163330
	Iteration 20F: 3 clusters Score -5628104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -5628103.500000 Penalty: 1041.163330
	Iteration 21Q: 3 clusters Score -5628104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -5628105.500000 Penalty: 1041.163330
	Iteration 22Q: 3 clusters Score -5628106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -5628106.500000 Penalty: 1041.163330
	Iteration 23Q: 3 clusters Score -5628106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -5628106.500000 Penalty: 1041.163330
	Iteration 24Q: 3 clusters Score -5628106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -5628108.000000 Penalty: 1041.163330
	Iteration 25Q: 3 clusters Score -5628108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -5628108.500000 Penalty: 1041.163330
	Iteration 26Q: 3 clusters Score -5628108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -5628106.500000 Penalty: 1041.163330
	Iteration 27Q: 3 clusters Score -5628106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -5628111.000000 Penalty: 1041.163330
	Iteration 28Q: 3 clusters Score -5628111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -5628113.000000 Penalty: 1041.163330
	Iteration 29Q: 3 clusters Score -5628113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -5628113.500000 Penalty: 1041.163330
	Iteration 30Q: 3 clusters Score -5628114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -5628113.500000 Penalty: 1041.163330
	Iteration 31F: 3 clusters Score -5628114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Entering Unmasked Estep 
Score: -888259.187500 Penalty: 436.351654
	Iteration 0F: 2 clusters Score -888259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -878433.000000 Penalty: 872.703308
	Iteration 0F: 3 clusters Score -878433 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -882489.000000 Penalty: 872.703308
	Iteration 1F: 3 clusters Score -882489 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -882805.062500 Penalty: 872.703308
	Iteration 2Q: 3 clusters Score -882805.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -883255.625000 Penalty: 872.703308
	Iteration 3F: 3 clusters Score -883255.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -883883.500000 Penalty: 872.703308
	Iteration 4F: 3 clusters Score -883883.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -884692.437500 Penalty: 872.703308
	Iteration 5F: 3 clusters Score -884692.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -885500.062500 Penalty: 872.703308
	Iteration 6F: 3 clusters Score -885500.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -886152.437500 Penalty: 872.703308
	Iteration 7F: 3 clusters Score -886152.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -886667.000000 Penalty: 872.703308
	Iteration 8Q: 3 clusters Score -886667 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -887030.250000 Penalty: 872.703308
	Iteration 9Q: 3 clusters Score -887030.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -887268.312500 Penalty: 872.703308
	Iteration 10Q: 3 clusters Score -887268.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -887430.500000 Penalty: 872.703308
	Iteration 11Q: 3 clusters Score -887430.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -887546.875000 Penalty: 872.703308
	Iteration 12Q: 3 clusters Score -887546.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -887629.437500 Penalty: 872.703308
	Iteration 13Q: 3 clusters Score -887629.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -887689.125000 Penalty: 872.703308
	Iteration 14Q: 3 clusters Score -887689.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -887726.812500 Penalty: 872.703308
	Iteration 15Q: 3 clusters Score -887726.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -887755.750000 Penalty: 872.703308
	Iteration 16Q: 3 clusters Score -887755.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -887785.750000 Penalty: 872.703308
	Iteration 17Q: 3 clusters Score -887785.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -887814.312500 Penalty: 872.703308
	Iteration 18Q: 3 clusters Score -887814.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -887828.062500 Penalty: 872.703308
	Iteration 19Q: 3 clusters Score -887828.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -887834.562500 Penalty: 872.703308
	Iteration 20F: 3 clusters Score -887834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -887843.875000 Penalty: 872.703308
	Iteration 21Q: 3 clusters Score -887843.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -887853.375000 Penalty: 872.703308
	Iteration 22Q: 3 clusters Score -887853.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -887864.500000 Penalty: 872.703308
	Iteration 23Q: 3 clusters Score -887864.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -887871.125000 Penalty: 872.703308
	Iteration 24Q: 3 clusters Score -887871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -887873.562500 Penalty: 872.703308
	Iteration 25Q: 3 clusters Score -887873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -887874.937500 Penalty: 872.703308
	Iteration 26Q: 3 clusters Score -887874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -887876.500000 Penalty: 872.703308
	Iteration 27Q: 3 clusters Score -887876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -887879.000000 Penalty: 872.703308
	Iteration 28Q: 3 clusters Score -887879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -887881.937500 Penalty: 872.703308
	Iteration 29Q: 3 clusters Score -887881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -887883.625000 Penalty: 872.703308
	Iteration 30Q: 3 clusters Score -887883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -887884.875000 Penalty: 872.703308
	Iteration 31Q: 3 clusters Score -887884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -887886.937500 Penalty: 872.703308
	Iteration 32Q: 3 clusters Score -887886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -887889.312500 Penalty: 872.703308
	Iteration 33Q: 3 clusters Score -887889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -887889.812500 Penalty: 872.703308
	Iteration 34Q: 3 clusters Score -887889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -887892.250000 Penalty: 872.703308
	Iteration 35Q: 3 clusters Score -887892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -887893.875000 Penalty: 872.703308
	Iteration 36Q: 3 clusters Score -887893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -887895.125000 Penalty: 872.703308
	Iteration 37Q: 3 clusters Score -887895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -887897.187500 Penalty: 872.703308
	Iteration 38Q: 3 clusters Score -887897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -887899.062500 Penalty: 872.703308
	Iteration 39Q: 3 clusters Score -887899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -887899.062500 Penalty: 872.703308
	Iteration 40F: 3 clusters Score -887899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -32882.480469 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -32882.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32378.884766 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -32378.88 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32571.115234 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -32571.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32638.576172 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -32638.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32671.976562 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -32671.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32695.996094 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -32696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32708.472656 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -32708.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32716.150391 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -32716.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32722.285156 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -32722.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32726.185547 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -32726.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32729.167969 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -32729.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32730.041016 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -32730.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32732.527344 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -32732.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32740.082031 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -32740.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32744.492188 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -32744.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32747.769531 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -32747.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32748.388672 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -32748.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32748.582031 Penalty: 568.923279
	Iteration 16Q: 3 clusters Score -32748.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32748.582031 Penalty: 568.923279
	Iteration 17F: 3 clusters Score -32748.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -6033.097168 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -6033.097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5802.492188 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5802.492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5919.729980 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5919.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5962.429199 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -5962.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5972.752930 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5972.753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5972.752930 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -5972.753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -605388.000000 Penalty: 419.288361
	Iteration 0F: 2 clusters Score -605388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -598737.937500 Penalty: 838.576721
	Iteration 0F: 3 clusters Score -598737.9 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -601373.375000 Penalty: 838.576721
	Iteration 1F: 3 clusters Score -601373.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -601636.500000 Penalty: 838.576721
	Iteration 2F: 3 clusters Score -601636.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -601956.312500 Penalty: 838.576721
	Iteration 3F: 3 clusters Score -601956.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -602347.937500 Penalty: 838.576721
	Iteration 4F: 3 clusters Score -602347.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -602759.125000 Penalty: 838.576721
	Iteration 5F: 3 clusters Score -602759.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -603148.437500 Penalty: 838.576721
	Iteration 6F: 3 clusters Score -603148.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -603476.812500 Penalty: 838.576721
	Iteration 7Q: 3 clusters Score -603476.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -603760.375000 Penalty: 838.576721
	Iteration 8Q: 3 clusters Score -603760.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -603931.187500 Penalty: 838.576721
	Iteration 9Q: 3 clusters Score -603931.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -604031.750000 Penalty: 838.576721
	Iteration 10Q: 3 clusters Score -604031.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -604109.062500 Penalty: 838.576721
	Iteration 11Q: 3 clusters Score -604109.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -604165.250000 Penalty: 838.576721
	Iteration 12Q: 3 clusters Score -604165.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -604207.000000 Penalty: 838.576721
	Iteration 13Q: 3 clusters Score -604207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -604253.562500 Penalty: 838.576721
	Iteration 14Q: 3 clusters Score -604253.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -604292.812500 Penalty: 838.576721
	Iteration 15Q: 3 clusters Score -604292.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -604332.750000 Penalty: 838.576721
	Iteration 16Q: 3 clusters Score -604332.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -604396.562500 Penalty: 838.576721
	Iteration 17Q: 3 clusters Score -604396.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -604461.000000 Penalty: 838.576721
	Iteration 18Q: 3 clusters Score -604461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -604519.562500 Penalty: 838.576721
	Iteration 19Q: 3 clusters Score -604519.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -604568.937500 Penalty: 838.576721
	Iteration 20F: 3 clusters Score -604568.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -604598.250000 Penalty: 838.576721
	Iteration 21Q: 3 clusters Score -604598.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -604625.500000 Penalty: 838.576721
	Iteration 22Q: 3 clusters Score -604625.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -604639.062500 Penalty: 838.576721
	Iteration 23Q: 3 clusters Score -604639.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -604648.875000 Penalty: 838.576721
	Iteration 24Q: 3 clusters Score -604648.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -604653.125000 Penalty: 838.576721
	Iteration 25Q: 3 clusters Score -604653.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -604658.625000 Penalty: 838.576721
	Iteration 26Q: 3 clusters Score -604658.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -604662.375000 Penalty: 838.576721
	Iteration 27Q: 3 clusters Score -604662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -604666.687500 Penalty: 838.576721
	Iteration 28Q: 3 clusters Score -604666.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -604667.437500 Penalty: 838.576721
	Iteration 29Q: 3 clusters Score -604667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -604669.312500 Penalty: 838.576721
	Iteration 30Q: 3 clusters Score -604669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -604669.687500 Penalty: 838.576721
	Iteration 31Q: 3 clusters Score -604669.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -604670.687500 Penalty: 838.576721
	Iteration 32Q: 3 clusters Score -604670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -604670.937500 Penalty: 838.576721
	Iteration 33Q: 3 clusters Score -604670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -604672.312500 Penalty: 838.576721
	Iteration 34Q: 3 clusters Score -604672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -604672.937500 Penalty: 838.576721
	Iteration 35Q: 3 clusters Score -604672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -604674.500000 Penalty: 838.576721
	Iteration 36Q: 3 clusters Score -604674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604675.250000 Penalty: 838.576721
	Iteration 37Q: 3 clusters Score -604675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604675.000000 Penalty: 838.576721
	Iteration 38Q: 3 clusters Score -604675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604675.187500 Penalty: 838.576721
	Iteration 39Q: 3 clusters Score -604675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604673.750000 Penalty: 838.576721
	Iteration 40F: 3 clusters Score -604673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -604674.562500 Penalty: 838.576721
	Iteration 41Q: 3 clusters Score -604674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604674.000000 Penalty: 838.576721
	Iteration 42Q: 3 clusters Score -604674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -604674.000000 Penalty: 838.576721
	Iteration 43F: 3 clusters Score -604674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Entering Unmasked Estep 
Score: -4374772.500000 Penalty: 509.457672
	Iteration 0F: 2 clusters Score -4374772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4325808.500000 Penalty: 1018.915344
	Iteration 0F: 3 clusters Score -4325808 nChanged 35511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4348096.500000 Penalty: 1018.915344
	Iteration 1F: 3 clusters Score -4348096 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4350883.000000 Penalty: 1018.915344
	Iteration 2F: 3 clusters Score -4350883 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4355894.500000 Penalty: 1018.915344
	Iteration 3F: 3 clusters Score -4355894 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4362869.000000 Penalty: 1018.915344
	Iteration 4F: 3 clusters Score -4362869 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4369186.500000 Penalty: 1018.915344
	Iteration 5F: 3 clusters Score -4369186 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4372677.500000 Penalty: 1018.915344
	Iteration 6Q: 3 clusters Score -4372678 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4373801.500000 Penalty: 1018.915344
	Iteration 7Q: 3 clusters Score -4373802 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4374143.500000 Penalty: 1018.915344
	Iteration 8Q: 3 clusters Score -4374144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4374237.500000 Penalty: 1018.915344
	Iteration 9Q: 3 clusters Score -4374238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4374283.500000 Penalty: 1018.915344
	Iteration 10Q: 3 clusters Score -4374284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4374303.000000 Penalty: 1018.915344
	Iteration 11Q: 3 clusters Score -4374303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4374311.500000 Penalty: 1018.915344
	Iteration 12Q: 3 clusters Score -4374312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4374317.000000 Penalty: 1018.915344
	Iteration 13Q: 3 clusters Score -4374317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4374324.500000 Penalty: 1018.915344
	Iteration 14Q: 3 clusters Score -4374324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4374325.500000 Penalty: 1018.915344
	Iteration 15Q: 3 clusters Score -4374326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4374328.500000 Penalty: 1018.915344
	Iteration 16Q: 3 clusters Score -4374328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4374330.000000 Penalty: 1018.915344
	Iteration 17Q: 3 clusters Score -4374330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4374330.000000 Penalty: 1018.915344
	Iteration 18F: 3 clusters Score -4374330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Entering Unmasked Estep 
Score: -7896958.500000 Penalty: 536.202759
	Iteration 0F: 2 clusters Score -7896958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -7810343.000000 Penalty: 1072.405518
	Iteration 0F: 3 clusters Score -7810343 nChanged 64447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -7853095.000000 Penalty: 1072.405518
	Iteration 1F: 3 clusters Score -7853095 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -7856608.000000 Penalty: 1072.405518
	Iteration 2F: 3 clusters Score -7856608 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -7861644.500000 Penalty: 1072.405518
	Iteration 3F: 3 clusters Score -7861644 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -7869085.000000 Penalty: 1072.405518
	Iteration 4F: 3 clusters Score -7869085 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -7878459.000000 Penalty: 1072.405518
	Iteration 5F: 3 clusters Score -7878459 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -7887005.500000 Penalty: 1072.405518
	Iteration 6F: 3 clusters Score -7887006 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -7892367.500000 Penalty: 1072.405518
	Iteration 7F: 3 clusters Score -7892368 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -7894899.500000 Penalty: 1072.405518
	Iteration 8Q: 3 clusters Score -7894900 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 130106 members 
Entering Unmasked Estep 
Score: -7895863.500000 Penalty: 1072.405518
	Iteration 9Q: 3 clusters Score -7895864 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -7896232.000000 Penalty: 1072.405518
	Iteration 10Q: 3 clusters Score -7896232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -7896380.000000 Penalty: 1072.405518
	Iteration 11Q: 3 clusters Score -7896380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -7896433.000000 Penalty: 1072.405518
	Iteration 12Q: 3 clusters Score -7896433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
Score: -7896464.000000 Penalty: 1072.405518
	Iteration 13Q: 3 clusters Score -7896464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -7896492.500000 Penalty: 1072.405518
	Iteration 14Q: 3 clusters Score -7896492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131108 members 
Entering Unmasked Estep 
Score: -7896511.000000 Penalty: 1072.405518
	Iteration 15Q: 3 clusters Score -7896511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -7896518.000000 Penalty: 1072.405518
	Iteration 16Q: 3 clusters Score -7896518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131111 members 
Entering Unmasked Estep 
Score: -7896519.000000 Penalty: 1072.405518
	Iteration 17Q: 3 clusters Score -7896519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -7896525.000000 Penalty: 1072.405518
	Iteration 18Q: 3 clusters Score -7896525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -7896521.000000 Penalty: 1072.405518
	Iteration 19Q: 3 clusters Score -7896521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -7896525.000000 Penalty: 1072.405518
	Iteration 20F: 3 clusters Score -7896525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131114 members 
Entering Unmasked Estep 
Score: -7896525.000000 Penalty: 1072.405518
	Iteration 21Q: 3 clusters Score -7896525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -7896530.000000 Penalty: 1072.405518
	Iteration 22Q: 3 clusters Score -7896530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -7896528.000000 Penalty: 1072.405518
	Iteration 23Q: 3 clusters Score -7896528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -7896528.000000 Penalty: 1072.405518
	Iteration 24F: 3 clusters Score -7896528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -358029.406250 Penalty: 396.460510
	Iteration 0F: 2 clusters Score -358029.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -354028.250000 Penalty: 792.921021
	Iteration 0F: 3 clusters Score -354028.2 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -355618.875000 Penalty: 792.921021
	Iteration 1F: 3 clusters Score -355618.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -355824.718750 Penalty: 792.921021
	Iteration 2F: 3 clusters Score -355824.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -356087.406250 Penalty: 792.921021
	Iteration 3F: 3 clusters Score -356087.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -356413.781250 Penalty: 792.921021
	Iteration 4F: 3 clusters Score -356413.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -356755.031250 Penalty: 792.921021
	Iteration 5F: 3 clusters Score -356755 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -357061.375000 Penalty: 792.921021
	Iteration 6F: 3 clusters Score -357061.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -357265.593750 Penalty: 792.921021
	Iteration 7Q: 3 clusters Score -357265.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -357423.968750 Penalty: 792.921021
	Iteration 8Q: 3 clusters Score -357424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -357525.562500 Penalty: 792.921021
	Iteration 9Q: 3 clusters Score -357525.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -357599.375000 Penalty: 792.921021
	Iteration 10Q: 3 clusters Score -357599.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -357644.843750 Penalty: 792.921021
	Iteration 11Q: 3 clusters Score -357644.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -357679.125000 Penalty: 792.921021
	Iteration 12Q: 3 clusters Score -357679.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -357705.312500 Penalty: 792.921021
	Iteration 13Q: 3 clusters Score -357705.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -357719.125000 Penalty: 792.921021
	Iteration 14Q: 3 clusters Score -357719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -357729.562500 Penalty: 792.921021
	Iteration 15Q: 3 clusters Score -357729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -357736.812500 Penalty: 792.921021
	Iteration 16Q: 3 clusters Score -357736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -357741.687500 Penalty: 792.921021
	Iteration 17Q: 3 clusters Score -357741.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -357744.812500 Penalty: 792.921021
	Iteration 18Q: 3 clusters Score -357744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -357748.750000 Penalty: 792.921021
	Iteration 19Q: 3 clusters Score -357748.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -357752.562500 Penalty: 792.921021
	Iteration 20F: 3 clusters Score -357752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -357757.656250 Penalty: 792.921021
	Iteration 21Q: 3 clusters Score -357757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -357760.062500 Penalty: 792.921021
	Iteration 22Q: 3 clusters Score -357760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -357761.906250 Penalty: 792.921021
	Iteration 23Q: 3 clusters Score -357761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -357764.468750 Penalty: 792.921021
	Iteration 24Q: 3 clusters Score -357764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -357766.937500 Penalty: 792.921021
	Iteration 25Q: 3 clusters Score -357766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -357770.437500 Penalty: 792.921021
	Iteration 26Q: 3 clusters Score -357770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -357772.031250 Penalty: 792.921021
	Iteration 27Q: 3 clusters Score -357772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -357774.593750 Penalty: 792.921021
	Iteration 28Q: 3 clusters Score -357774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -357776.687500 Penalty: 792.921021
	Iteration 29Q: 3 clusters Score -357776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -357778.843750 Penalty: 792.921021
	Iteration 30Q: 3 clusters Score -357778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -357780.562500 Penalty: 792.921021
	Iteration 31Q: 3 clusters Score -357780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -357782.343750 Penalty: 792.921021
	Iteration 32Q: 3 clusters Score -357782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -357782.968750 Penalty: 792.921021
	Iteration 33Q: 3 clusters Score -357783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -357784.500000 Penalty: 792.921021
	Iteration 34Q: 3 clusters Score -357784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -357784.875000 Penalty: 792.921021
	Iteration 35Q: 3 clusters Score -357784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -357784.875000 Penalty: 792.921021
	Iteration 36F: 3 clusters Score -357784.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Entering Unmasked Estep 
Score: -6543923.500000 Penalty: 527.818054
	Iteration 0F: 2 clusters Score -6543924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -6471339.500000 Penalty: 1055.636108
	Iteration 0F: 3 clusters Score -6471340 nChanged 53305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6504042.500000 Penalty: 1055.636108
	Iteration 1F: 3 clusters Score -6504042 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -6506663.000000 Penalty: 1055.636108
	Iteration 2Q: 3 clusters Score -6506663 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -6511256.500000 Penalty: 1055.636108
	Iteration 3F: 3 clusters Score -6511256 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -6518255.500000 Penalty: 1055.636108
	Iteration 4F: 3 clusters Score -6518256 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6527301.000000 Penalty: 1055.636108
	Iteration 5F: 3 clusters Score -6527301 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6535161.000000 Penalty: 1055.636108
	Iteration 6F: 3 clusters Score -6535161 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -6539772.500000 Penalty: 1055.636108
	Iteration 7Q: 3 clusters Score -6539772 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6541946.000000 Penalty: 1055.636108
	Iteration 8Q: 3 clusters Score -6541946 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6542911.500000 Penalty: 1055.636108
	Iteration 9Q: 3 clusters Score -6542912 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6543288.500000 Penalty: 1055.636108
	Iteration 10Q: 3 clusters Score -6543288 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6543454.500000 Penalty: 1055.636108
	Iteration 11Q: 3 clusters Score -6543454 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6543540.500000 Penalty: 1055.636108
	Iteration 12Q: 3 clusters Score -6543540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6543596.000000 Penalty: 1055.636108
	Iteration 13Q: 3 clusters Score -6543596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6543635.000000 Penalty: 1055.636108
	Iteration 14Q: 3 clusters Score -6543635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6543648.000000 Penalty: 1055.636108
	Iteration 15Q: 3 clusters Score -6543648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6543650.000000 Penalty: 1055.636108
	Iteration 16Q: 3 clusters Score -6543650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6543660.500000 Penalty: 1055.636108
	Iteration 17Q: 3 clusters Score -6543660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6543664.000000 Penalty: 1055.636108
	Iteration 18Q: 3 clusters Score -6543664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6543661.000000 Penalty: 1055.636108
	Iteration 19Q: 3 clusters Score -6543661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6543664.500000 Penalty: 1055.636108
	Iteration 20F: 3 clusters Score -6543664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6543665.000000 Penalty: 1055.636108
	Iteration 21Q: 3 clusters Score -6543665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6543665.000000 Penalty: 1055.636108
	Iteration 22Q: 3 clusters Score -6543665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6543667.000000 Penalty: 1055.636108
	Iteration 23Q: 3 clusters Score -6543667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6543668.500000 Penalty: 1055.636108
	Iteration 24Q: 3 clusters Score -6543668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6543669.000000 Penalty: 1055.636108
	Iteration 25Q: 3 clusters Score -6543669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108584 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6543668.000000 Penalty: 1055.636108
	Iteration 26Q: 3 clusters Score -6543668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6543661.000000 Penalty: 1055.636108
	Iteration 27Q: 3 clusters Score -6543661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6543663.000000 Penalty: 1055.636108
	Iteration 28Q: 3 clusters Score -6543663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6543655.000000 Penalty: 1055.636108
	Iteration 29Q: 3 clusters Score -6543655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6543660.000000 Penalty: 1055.636108
	Iteration 30Q: 3 clusters Score -6543660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6543662.500000 Penalty: 1055.636108
	Iteration 31Q: 3 clusters Score -6543662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6543659.000000 Penalty: 1055.636108
	Iteration 32Q: 3 clusters Score -6543659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6543658.500000 Penalty: 1055.636108
	Iteration 33Q: 3 clusters Score -6543658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6543663.500000 Penalty: 1055.636108
	Iteration 34Q: 3 clusters Score -6543664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6543661.500000 Penalty: 1055.636108
	Iteration 35Q: 3 clusters Score -6543662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6543662.500000 Penalty: 1055.636108
	Iteration 36Q: 3 clusters Score -6543662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6543662.500000 Penalty: 1055.636108
	Iteration 37F: 3 clusters Score -6543662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Entering Unmasked Estep 
Score: -924722.250000 Penalty: 438.752014
	Iteration 0F: 2 clusters Score -924722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -914421.187500 Penalty: 877.504028
	Iteration 0F: 3 clusters Score -914421.2 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -918785.937500 Penalty: 877.504028
	Iteration 1F: 3 clusters Score -918785.9 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -919345.937500 Penalty: 877.504028
	Iteration 2F: 3 clusters Score -919345.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -920040.687500 Penalty: 877.504028
	Iteration 3F: 3 clusters Score -920040.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -920896.875000 Penalty: 877.504028
	Iteration 4F: 3 clusters Score -920896.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -921736.250000 Penalty: 877.504028
	Iteration 5F: 3 clusters Score -921736.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -922334.000000 Penalty: 877.504028
	Iteration 6F: 3 clusters Score -922334 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -922611.625000 Penalty: 877.504028
	Iteration 7Q: 3 clusters Score -922611.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -922732.500000 Penalty: 877.504028
	Iteration 8Q: 3 clusters Score -922732.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -922810.187500 Penalty: 877.504028
	Iteration 9Q: 3 clusters Score -922810.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -922873.062500 Penalty: 877.504028
	Iteration 10Q: 3 clusters Score -922873.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -922931.125000 Penalty: 877.504028
	Iteration 11Q: 3 clusters Score -922931.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -922979.500000 Penalty: 877.504028
	Iteration 12Q: 3 clusters Score -922979.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -923022.437500 Penalty: 877.504028
	Iteration 13Q: 3 clusters Score -923022.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -923061.937500 Penalty: 877.504028
	Iteration 14Q: 3 clusters Score -923061.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -923107.000000 Penalty: 877.504028
	Iteration 15Q: 3 clusters Score -923107 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -923150.437500 Penalty: 877.504028
	Iteration 16Q: 3 clusters Score -923150.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -923190.062500 Penalty: 877.504028
	Iteration 17Q: 3 clusters Score -923190.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -923234.750000 Penalty: 877.504028
	Iteration 18Q: 3 clusters Score -923234.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -923271.625000 Penalty: 877.504028
	Iteration 19Q: 3 clusters Score -923271.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -923311.812500 Penalty: 877.504028
	Iteration 20F: 3 clusters Score -923311.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -923355.062500 Penalty: 877.504028
	Iteration 21Q: 3 clusters Score -923355.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -923407.312500 Penalty: 877.504028
	Iteration 22Q: 3 clusters Score -923407.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -923481.937500 Penalty: 877.504028
	Iteration 23Q: 3 clusters Score -923481.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -923544.812500 Penalty: 877.504028
	Iteration 24Q: 3 clusters Score -923544.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -923612.875000 Penalty: 877.504028
	Iteration 25Q: 3 clusters Score -923612.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -923685.250000 Penalty: 877.504028
	Iteration 26Q: 3 clusters Score -923685.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -923757.750000 Penalty: 877.504028
	Iteration 27Q: 3 clusters Score -923757.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -923843.250000 Penalty: 877.504028
	Iteration 28Q: 3 clusters Score -923843.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -923921.750000 Penalty: 877.504028
	Iteration 29Q: 3 clusters Score -923921.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -923999.937500 Penalty: 877.504028
	Iteration 30Q: 3 clusters Score -923999.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -924060.250000 Penalty: 877.504028
	Iteration 31Q: 3 clusters Score -924060.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -924119.062500 Penalty: 877.504028
	Iteration 32Q: 3 clusters Score -924119.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -924182.875000 Penalty: 877.504028
	Iteration 33Q: 3 clusters Score -924182.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -924243.875000 Penalty: 877.504028
	Iteration 34Q: 3 clusters Score -924243.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -924292.125000 Penalty: 877.504028
	Iteration 35Q: 3 clusters Score -924292.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -924323.125000 Penalty: 877.504028
	Iteration 36Q: 3 clusters Score -924323.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -924346.500000 Penalty: 877.504028
	Iteration 37Q: 3 clusters Score -924346.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -924375.937500 Penalty: 877.504028
	Iteration 38Q: 3 clusters Score -924375.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -924392.812500 Penalty: 877.504028
	Iteration 39Q: 3 clusters Score -924392.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -924408.562500 Penalty: 877.504028
	Iteration 40F: 3 clusters Score -924408.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -924418.000000 Penalty: 877.504028
	Iteration 41Q: 3 clusters Score -924418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -924427.562500 Penalty: 877.504028
	Iteration 42Q: 3 clusters Score -924427.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -924434.437500 Penalty: 877.504028
	Iteration 43Q: 3 clusters Score -924434.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -924445.750000 Penalty: 877.504028
	Iteration 44Q: 3 clusters Score -924445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -924451.062500 Penalty: 877.504028
	Iteration 45Q: 3 clusters Score -924451.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -924453.875000 Penalty: 877.504028
	Iteration 46Q: 3 clusters Score -924453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -924457.187500 Penalty: 877.504028
	Iteration 47Q: 3 clusters Score -924457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -924459.250000 Penalty: 877.504028
	Iteration 48Q: 3 clusters Score -924459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -924465.625000 Penalty: 877.504028
	Iteration 49Q: 3 clusters Score -924465.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -924468.625000 Penalty: 877.504028
	Iteration 50Q: 3 clusters Score -924468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -924473.187500 Penalty: 877.504028
	Iteration 51Q: 3 clusters Score -924473.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -924474.312500 Penalty: 877.504028
	Iteration 52Q: 3 clusters Score -924474.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -924477.937500 Penalty: 877.504028
	Iteration 53Q: 3 clusters Score -924477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -924478.875000 Penalty: 877.504028
	Iteration 54Q: 3 clusters Score -924478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -924481.062500 Penalty: 877.504028
	Iteration 55Q: 3 clusters Score -924481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -924482.937500 Penalty: 877.504028
	Iteration 56Q: 3 clusters Score -924482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -924482.187500 Penalty: 877.504028
	Iteration 57Q: 3 clusters Score -924482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -924481.812500 Penalty: 877.504028
	Iteration 58Q: 3 clusters Score -924481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -924481.375000 Penalty: 877.504028
	Iteration 59Q: 3 clusters Score -924481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -924481.562500 Penalty: 877.504028
	Iteration 60F: 3 clusters Score -924481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -23276.986328 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -23276.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22856.908203 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -22856.91 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23042.427734 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -23042.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23137.783203 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -23137.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23202.566406 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -23202.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23263.648438 Penalty: 544.308716
	Iteration 4F: 3 clusters Score -23263.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23290.570312 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -23290.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23292.195312 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -23292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23292.195312 Penalty: 544.308716
	Iteration 7F: 3 clusters Score -23292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 156 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199016.000000 Penalty: 50348.613281
Splitting cluster 18 changes total score from -58199420.000000 to -58199016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28000.652344 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28000.65 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28181.107422 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28181.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28322.802734 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28322.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28410.460938 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28410.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28504.351562 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -28504.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28544.335938 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28544.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28563.781250 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28563.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28588.175781 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28588.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28609.125000 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28609.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28611.929688 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28611.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28612.832031 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28612.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28612.832031 Penalty: 561.434570
	Iteration 11F: 3 clusters Score -28612.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 166 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 312 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199088.000000 Penalty: 50348.613281
Splitting cluster 19 changes total score from -58199420.000000 to -58199088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5465.232422 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5465.232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5532.131348 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5532.131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5548.165039 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5548.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5552.811035 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5552.811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5552.811035 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -5552.811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7609.366211 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7609.366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7666.892578 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7666.893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7677.381348 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -7677.381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7701.776855 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7701.777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7719.186523 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7719.187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7729.149902 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7729.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7731.220703 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7731.221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7731.220703 Penalty: 447.718262
	Iteration 7F: 3 clusters Score -7731.221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11218.775391 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11218.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11315.087891 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11315.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11349.355469 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11349.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11371.104492 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -11371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11395.810547 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11395.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11417.373047 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11417.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11424.717773 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11424.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11440.151367 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11440.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11447.737305 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11447.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11451.652344 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11451.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11455.770508 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -11455.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11455.770508 Penalty: 499.116516
	Iteration 11F: 3 clusters Score -11455.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -296257.187500 Penalty: 389.369293
	Iteration 0F: 2 clusters Score -296257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -292761.437500 Penalty: 778.738586
	Iteration 0F: 3 clusters Score -292761.4 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -294099.187500 Penalty: 778.738586
	Iteration 1F: 3 clusters Score -294099.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -294285.250000 Penalty: 778.738586
	Iteration 2F: 3 clusters Score -294285.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -294490.750000 Penalty: 778.738586
	Iteration 3F: 3 clusters Score -294490.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -294713.968750 Penalty: 778.738586
	Iteration 4F: 3 clusters Score -294714 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -295001.437500 Penalty: 778.738586
	Iteration 5F: 3 clusters Score -295001.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -295293.718750 Penalty: 778.738586
	Iteration 6F: 3 clusters Score -295293.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -295495.937500 Penalty: 778.738586
	Iteration 7Q: 3 clusters Score -295495.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -295592.562500 Penalty: 778.738586
	Iteration 8Q: 3 clusters Score -295592.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295648.812500 Penalty: 778.738586
	Iteration 9Q: 3 clusters Score -295648.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -295688.312500 Penalty: 778.738586
	Iteration 10Q: 3 clusters Score -295688.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -295730.312500 Penalty: 778.738586
	Iteration 11Q: 3 clusters Score -295730.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295772.062500 Penalty: 778.738586
	Iteration 12Q: 3 clusters Score -295772.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -295804.937500 Penalty: 778.738586
	Iteration 13Q: 3 clusters Score -295804.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -295833.468750 Penalty: 778.738586
	Iteration 14Q: 3 clusters Score -295833.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -295857.906250 Penalty: 778.738586
	Iteration 15Q: 3 clusters Score -295857.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295877.593750 Penalty: 778.738586
	Iteration 16Q: 3 clusters Score -295877.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -295894.187500 Penalty: 778.738586
	Iteration 17Q: 3 clusters Score -295894.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -295904.375000 Penalty: 778.738586
	Iteration 18Q: 3 clusters Score -295904.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -295912.906250 Penalty: 778.738586
	Iteration 19Q: 3 clusters Score -295912.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -295926.062500 Penalty: 778.738586
	Iteration 20F: 3 clusters Score -295926.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -295938.593750 Penalty: 778.738586
	Iteration 21Q: 3 clusters Score -295938.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -295947.250000 Penalty: 778.738586
	Iteration 22Q: 3 clusters Score -295947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295953.437500 Penalty: 778.738586
	Iteration 23Q: 3 clusters Score -295953.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -295958.218750 Penalty: 778.738586
	Iteration 24Q: 3 clusters Score -295958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -295964.281250 Penalty: 778.738586
	Iteration 25Q: 3 clusters Score -295964.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -295972.625000 Penalty: 778.738586
	Iteration 26Q: 3 clusters Score -295972.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -295981.468750 Penalty: 778.738586
	Iteration 27Q: 3 clusters Score -295981.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -295985.093750 Penalty: 778.738586
	Iteration 28Q: 3 clusters Score -295985.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -295988.000000 Penalty: 778.738586
	Iteration 29Q: 3 clusters Score -295988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -295990.812500 Penalty: 778.738586
	Iteration 30Q: 3 clusters Score -295990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -295991.312500 Penalty: 778.738586
	Iteration 31Q: 3 clusters Score -295991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -295991.500000 Penalty: 778.738586
	Iteration 32Q: 3 clusters Score -295991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -295991.781250 Penalty: 778.738586
	Iteration 33Q: 3 clusters Score -295991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -295991.843750 Penalty: 778.738586
	Iteration 34Q: 3 clusters Score -295991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -295991.750000 Penalty: 778.738586
	Iteration 35Q: 3 clusters Score -295991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -295992.625000 Penalty: 778.738586
	Iteration 36Q: 3 clusters Score -295992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -295992.375000 Penalty: 778.738586
	Iteration 37Q: 3 clusters Score -295992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -295992.281250 Penalty: 778.738586
	Iteration 38Q: 3 clusters Score -295992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -295992.750000 Penalty: 778.738586
	Iteration 39Q: 3 clusters Score -295992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -295993.281250 Penalty: 778.738586
	Iteration 40F: 3 clusters Score -295993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -295994.812500 Penalty: 778.738586
	Iteration 41Q: 3 clusters Score -295994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -295995.968750 Penalty: 778.738586
	Iteration 42Q: 3 clusters Score -295996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -295996.750000 Penalty: 778.738586
	Iteration 43Q: 3 clusters Score -295996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -295997.500000 Penalty: 778.738586
	Iteration 44Q: 3 clusters Score -295997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -295998.031250 Penalty: 778.738586
	Iteration 45Q: 3 clusters Score -295998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -295998.031250 Penalty: 778.738586
	Iteration 46F: 3 clusters Score -295998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Entering Unmasked Estep 
Score: -7453157.000000 Penalty: 533.894592
	Iteration 0F: 2 clusters Score -7453157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -7372358.000000 Penalty: 1067.789185
	Iteration 0F: 3 clusters Score -7372358 nChanged 61128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -7409376.500000 Penalty: 1067.789185
	Iteration 1F: 3 clusters Score -7409376 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7410510.000000 Penalty: 1067.789185
	Iteration 2Q: 3 clusters Score -7410510 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -7411895.000000 Penalty: 1067.789185
	Iteration 3Q: 3 clusters Score -7411895 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -7413679.500000 Penalty: 1067.789185
	Iteration 4Q: 3 clusters Score -7413680 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -7416085.500000 Penalty: 1067.789185
	Iteration 5Q: 3 clusters Score -7416086 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -7419121.000000 Penalty: 1067.789185
	Iteration 6Q: 3 clusters Score -7419121 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -7423041.500000 Penalty: 1067.789185
	Iteration 7F: 3 clusters Score -7423042 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -7427744.500000 Penalty: 1067.789185
	Iteration 8F: 3 clusters Score -7427744 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -7432216.500000 Penalty: 1067.789185
	Iteration 9F: 3 clusters Score -7432216 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7435710.500000 Penalty: 1067.789185
	Iteration 10F: 3 clusters Score -7435710 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7437778.500000 Penalty: 1067.789185
	Iteration 11Q: 3 clusters Score -7437778 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -7439043.000000 Penalty: 1067.789185
	Iteration 12Q: 3 clusters Score -7439043 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -7439714.000000 Penalty: 1067.789185
	Iteration 13Q: 3 clusters Score -7439714 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -7440183.500000 Penalty: 1067.789185
	Iteration 14Q: 3 clusters Score -7440184 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -7440491.000000 Penalty: 1067.789185
	Iteration 15Q: 3 clusters Score -7440491 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -7440763.500000 Penalty: 1067.789185
	Iteration 16Q: 3 clusters Score -7440764 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -7440970.000000 Penalty: 1067.789185
	Iteration 17Q: 3 clusters Score -7440970 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -7441248.500000 Penalty: 1067.789185
	Iteration 18Q: 3 clusters Score -7441248 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -7441518.500000 Penalty: 1067.789185
	Iteration 19Q: 3 clusters Score -7441518 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7441730.000000 Penalty: 1067.789185
	Iteration 20F: 3 clusters Score -7441730 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -7441908.000000 Penalty: 1067.789185
	Iteration 21Q: 3 clusters Score -7441908 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -7442091.000000 Penalty: 1067.789185
	Iteration 22Q: 3 clusters Score -7442091 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7442193.500000 Penalty: 1067.789185
	Iteration 23Q: 3 clusters Score -7442194 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -7442319.000000 Penalty: 1067.789185
	Iteration 24Q: 3 clusters Score -7442319 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7442408.500000 Penalty: 1067.789185
	Iteration 25Q: 3 clusters Score -7442408 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -7442515.000000 Penalty: 1067.789185
	Iteration 26Q: 3 clusters Score -7442515 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -7442565.000000 Penalty: 1067.789185
	Iteration 27Q: 3 clusters Score -7442565 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -7442645.500000 Penalty: 1067.789185
	Iteration 28Q: 3 clusters Score -7442646 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -7442714.000000 Penalty: 1067.789185
	Iteration 29Q: 3 clusters Score -7442714 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -7442737.500000 Penalty: 1067.789185
	Iteration 30Q: 3 clusters Score -7442738 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -7442804.000000 Penalty: 1067.789185
	Iteration 31Q: 3 clusters Score -7442804 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -7442855.000000 Penalty: 1067.789185
	Iteration 32Q: 3 clusters Score -7442855 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7442902.000000 Penalty: 1067.789185
	Iteration 33Q: 3 clusters Score -7442902 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7442958.000000 Penalty: 1067.789185
	Iteration 34Q: 3 clusters Score -7442958 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7443036.000000 Penalty: 1067.789185
	Iteration 35Q: 3 clusters Score -7443036 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7443111.000000 Penalty: 1067.789185
	Iteration 36Q: 3 clusters Score -7443111 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7443176.000000 Penalty: 1067.789185
	Iteration 37Q: 3 clusters Score -7443176 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7443227.500000 Penalty: 1067.789185
	Iteration 38Q: 3 clusters Score -7443228 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -7443271.000000 Penalty: 1067.789185
	Iteration 39Q: 3 clusters Score -7443271 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -7443337.500000 Penalty: 1067.789185
	Iteration 40F: 3 clusters Score -7443338 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -7443396.000000 Penalty: 1067.789185
	Iteration 41Q: 3 clusters Score -7443396 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7443459.500000 Penalty: 1067.789185
	Iteration 42Q: 3 clusters Score -7443460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -7443542.000000 Penalty: 1067.789185
	Iteration 43Q: 3 clusters Score -7443542 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7443565.500000 Penalty: 1067.789185
	Iteration 44Q: 3 clusters Score -7443566 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -7443625.500000 Penalty: 1067.789185
	Iteration 45Q: 3 clusters Score -7443626 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7443659.500000 Penalty: 1067.789185
	Iteration 46Q: 3 clusters Score -7443660 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7443672.500000 Penalty: 1067.789185
	Iteration 47Q: 3 clusters Score -7443672 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -7443713.500000 Penalty: 1067.789185
	Iteration 48Q: 3 clusters Score -7443714 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -7443716.000000 Penalty: 1067.789185
	Iteration 49Q: 3 clusters Score -7443716 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7443773.500000 Penalty: 1067.789185
	Iteration 50Q: 3 clusters Score -7443774 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -7443805.500000 Penalty: 1067.789185
	Iteration 51Q: 3 clusters Score -7443806 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7443839.500000 Penalty: 1067.789185
	Iteration 52Q: 3 clusters Score -7443840 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -7443869.000000 Penalty: 1067.789185
	Iteration 53Q: 3 clusters Score -7443869 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -7443939.000000 Penalty: 1067.789185
	Iteration 54Q: 3 clusters Score -7443939 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7443992 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7444064 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7444180 nChanged 557
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Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7444236 nChanged 579
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Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7444306 nChanged 598
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7444420 nChanged 624
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Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7444484 nChanged 663
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7444590 nChanged 652
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Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7444684 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7444766 nChanged 696
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Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7444870 nChanged 708
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Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7444990 nChanged 715
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Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7445088 nChanged 751
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Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7445198 nChanged 770
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Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7445296 nChanged 808
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Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7445440 nChanged 820
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Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7445556 nChanged 868
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Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7445682 nChanged 888
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Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7445852 nChanged 954
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Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7446084 nChanged 956
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Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7446272 nChanged 973
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Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 34286 members 
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	Iteration 76Q: 3 clusters Score -7446480 nChanged 976
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Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7446694 nChanged 997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7446926 nChanged 992
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Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7447156 nChanged 1023
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Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 30298 members 
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	Iteration 80F: 3 clusters Score -7447378 nChanged 1006
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Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 29292 members 
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Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 28177 members 
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	Iteration 82Q: 3 clusters Score -7447887 nChanged 1172
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Mstep: Class 1 contains 97730 members 
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	Iteration 83Q: 3 clusters Score -7448222 nChanged 1156
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Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 25849 members 
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	Iteration 84Q: 3 clusters Score -7448564 nChanged 1083
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Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 24766 members 
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Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 23671 members 
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	Iteration 86Q: 3 clusters Score -7449116 nChanged 1026
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	Iteration 87Q: 3 clusters Score -7449393 nChanged 1050
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Mstep: Class 1 contains 103140 members 
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Mstep: Class 2 contains 18772 members 
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Mstep: Class 2 contains 17878 members 
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Mstep: Class 2 contains 17084 members 
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	Iteration 93Q: 3 clusters Score -7450656 nChanged 781
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	Iteration 94Q: 3 clusters Score -7450810 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 15537 members 
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Mstep: Class 2 contains 14810 members 
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	Iteration 100F: 3 clusters Score -7451620 nChanged 588
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	Iteration 109Q: 3 clusters Score -7452506 nChanged 314
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Mstep: Class 1 contains 116968 members 
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	Iteration 110Q: 3 clusters Score -7452562 nChanged 324
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Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 7445 members 
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Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 7151 members 
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	Iteration 112Q: 3 clusters Score -7452720 nChanged 270
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Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 6891 members 
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Mstep: Class 1 contains 118101 members 
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	Iteration 114Q: 3 clusters Score -7452820 nChanged 267
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Mstep: Class 2 contains 6371 members 
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	Iteration 115Q: 3 clusters Score -7452872 nChanged 263
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Mstep: Class 1 contains 118621 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7452922 nChanged 250
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Mstep: Class 2 contains 5868 members 
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	Iteration 117Q: 3 clusters Score -7452953 nChanged 230
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Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 5644 members 
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Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7453022 nChanged 195
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Mstep: Class 2 contains 5252 members 
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	Iteration 120F: 3 clusters Score -7453043 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 5064 members 
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	Iteration 121Q: 3 clusters Score -7453070 nChanged 166
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Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 4908 members 
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	Iteration 122Q: 3 clusters Score -7453102 nChanged 147
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Mstep: Class 1 contains 119964 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7453134 nChanged 147
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Mstep: Class 1 contains 120105 members 
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	Iteration 124Q: 3 clusters Score -7453170 nChanged 138
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Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7453188 nChanged 118
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	Iteration 126Q: 3 clusters Score -7453203 nChanged 125
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	Iteration 127Q: 3 clusters Score -7453224 nChanged 143
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	Iteration 131Q: 3 clusters Score -7453269 nChanged 105
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	Iteration 134Q: 3 clusters Score -7453314 nChanged 99
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	Iteration 135Q: 3 clusters Score -7453328 nChanged 99
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	Iteration 136Q: 3 clusters Score -7453340 nChanged 87
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	Iteration 137Q: 3 clusters Score -7453348 nChanged 76
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	Iteration 138Q: 3 clusters Score -7453366 nChanged 79
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	Iteration 139Q: 3 clusters Score -7453358 nChanged 73
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7453364 nChanged 81
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	Iteration 141Q: 3 clusters Score -7453358 nChanged 73
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	Iteration 142Q: 3 clusters Score -7453379 nChanged 60
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	Iteration 143Q: 3 clusters Score -7453386 nChanged 62
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	Iteration 144Q: 3 clusters Score -7453381 nChanged 64
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	Iteration 145Q: 3 clusters Score -7453388 nChanged 60
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	Iteration 146Q: 3 clusters Score -7453396 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7453409.000000 Penalty: 1067.789185
	Iteration 147Q: 3 clusters Score -7453409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121803 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7453400.000000 Penalty: 1067.789185
	Iteration 148Q: 3 clusters Score -7453400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7453420.500000 Penalty: 1067.789185
	Iteration 149Q: 3 clusters Score -7453420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7453413.000000 Penalty: 1067.789185
	Iteration 150Q: 3 clusters Score -7453413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7453407.500000 Penalty: 1067.789185
	Iteration 151Q: 3 clusters Score -7453408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7453399.500000 Penalty: 1067.789185
	Iteration 152Q: 3 clusters Score -7453400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7453396.500000 Penalty: 1067.789185
	Iteration 153Q: 3 clusters Score -7453396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7453389.500000 Penalty: 1067.789185
	Iteration 154Q: 3 clusters Score -7453390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7453399.000000 Penalty: 1067.789185
	Iteration 155Q: 3 clusters Score -7453399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7453390.000000 Penalty: 1067.789185
	Iteration 156Q: 3 clusters Score -7453390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7453386.000000 Penalty: 1067.789185
	Iteration 157Q: 3 clusters Score -7453386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7453377.000000 Penalty: 1067.789185
	Iteration 158Q: 3 clusters Score -7453377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7453382.500000 Penalty: 1067.789185
	Iteration 159Q: 3 clusters Score -7453382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7453386.500000 Penalty: 1067.789185
	Iteration 160F: 3 clusters Score -7453386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7453391.000000 Penalty: 1067.789185
	Iteration 161Q: 3 clusters Score -7453391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7453382.000000 Penalty: 1067.789185
	Iteration 162Q: 3 clusters Score -7453382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7453385.500000 Penalty: 1067.789185
	Iteration 163Q: 3 clusters Score -7453386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7453389.500000 Penalty: 1067.789185
	Iteration 164Q: 3 clusters Score -7453390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7453394.000000 Penalty: 1067.789185
	Iteration 165Q: 3 clusters Score -7453394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7453391.500000 Penalty: 1067.789185
	Iteration 166Q: 3 clusters Score -7453392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7453392.500000 Penalty: 1067.789185
	Iteration 167Q: 3 clusters Score -7453392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7453386.500000 Penalty: 1067.789185
	Iteration 168Q: 3 clusters Score -7453386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7453390.500000 Penalty: 1067.789185
	Iteration 169Q: 3 clusters Score -7453390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122023 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7453383.500000 Penalty: 1067.789185
	Iteration 170Q: 3 clusters Score -7453384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7453379.500000 Penalty: 1067.789185
	Iteration 171Q: 3 clusters Score -7453380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7453384.000000 Penalty: 1067.789185
	Iteration 172Q: 3 clusters Score -7453384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7453384.500000 Penalty: 1067.789185
	Iteration 173Q: 3 clusters Score -7453384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122031 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7453389.500000 Penalty: 1067.789185
	Iteration 174Q: 3 clusters Score -7453390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7453389.000000 Penalty: 1067.789185
	Iteration 175Q: 3 clusters Score -7453389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7453385.500000 Penalty: 1067.789185
	Iteration 176Q: 3 clusters Score -7453386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7453388.500000 Penalty: 1067.789185
	Iteration 177Q: 3 clusters Score -7453388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7453391.500000 Penalty: 1067.789185
	Iteration 178Q: 3 clusters Score -7453392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7453394.000000 Penalty: 1067.789185
	Iteration 179Q: 3 clusters Score -7453394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7453387.000000 Penalty: 1067.789185
	Iteration 180F: 3 clusters Score -7453387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122032 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7453395.000000 Penalty: 1067.789185
	Iteration 181Q: 3 clusters Score -7453395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122030 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7453396.500000 Penalty: 1067.789185
	Iteration 182Q: 3 clusters Score -7453396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122027 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7453395.500000 Penalty: 1067.789185
	Iteration 183Q: 3 clusters Score -7453396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7453394.000000 Penalty: 1067.789185
	Iteration 184Q: 3 clusters Score -7453394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7453398.500000 Penalty: 1067.789185
	Iteration 185Q: 3 clusters Score -7453398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7453398.500000 Penalty: 1067.789185
	Iteration 186Q: 3 clusters Score -7453398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7453397.500000 Penalty: 1067.789185
	Iteration 187Q: 3 clusters Score -7453398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7453400.500000 Penalty: 1067.789185
	Iteration 188Q: 3 clusters Score -7453400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7453398.000000 Penalty: 1067.789185
	Iteration 189Q: 3 clusters Score -7453398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7453402.500000 Penalty: 1067.789185
	Iteration 190Q: 3 clusters Score -7453402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7453398.000000 Penalty: 1067.789185
	Iteration 191Q: 3 clusters Score -7453398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7453398.500000 Penalty: 1067.789185
	Iteration 192Q: 3 clusters Score -7453398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7453394.000000 Penalty: 1067.789185
	Iteration 193Q: 3 clusters Score -7453394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7453394.000000 Penalty: 1067.789185
	Iteration 194Q: 3 clusters Score -7453394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7453401.500000 Penalty: 1067.789185
	Iteration 195Q: 3 clusters Score -7453402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121986 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7453397.500000 Penalty: 1067.789185
	Iteration 196Q: 3 clusters Score -7453398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121986 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7453397.500000 Penalty: 1067.789185
	Iteration 197Q: 3 clusters Score -7453398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7453397.000000 Penalty: 1067.789185
	Iteration 198Q: 3 clusters Score -7453397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7453401.500000 Penalty: 1067.789185
	Iteration 199Q: 3 clusters Score -7453402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7453402.500000 Penalty: 1067.789185
	Iteration 200F: 3 clusters Score -7453402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7453399.000000 Penalty: 1067.789185
	Iteration 201Q: 3 clusters Score -7453399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7453399.000000 Penalty: 1067.789185
	Iteration 202F: 3 clusters Score -7453399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 121979 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 2756 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199324.000000 Penalty: 50348.613281
Splitting cluster 24 changes total score from -58199420.000000 to -58199324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -327364.093750 Penalty: 391.678223
	Iteration 0F: 2 clusters Score -327364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -323705.406250 Penalty: 783.356445
	Iteration 0F: 3 clusters Score -323705.4 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -325194.687500 Penalty: 783.356445
	Iteration 1F: 3 clusters Score -325194.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -325487.156250 Penalty: 783.356445
	Iteration 2F: 3 clusters Score -325487.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -325889.062500 Penalty: 783.356445
	Iteration 3F: 3 clusters Score -325889.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -326316.468750 Penalty: 783.356445
	Iteration 4F: 3 clusters Score -326316.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -326645.718750 Penalty: 783.356445
	Iteration 5F: 3 clusters Score -326645.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -326839.968750 Penalty: 783.356445
	Iteration 6F: 3 clusters Score -326840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -326947.031250 Penalty: 783.356445
	Iteration 7Q: 3 clusters Score -326947 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -327033.343750 Penalty: 783.356445
	Iteration 8Q: 3 clusters Score -327033.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -327120.843750 Penalty: 783.356445
	Iteration 9Q: 3 clusters Score -327120.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -327202.718750 Penalty: 783.356445
	Iteration 10Q: 3 clusters Score -327202.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -327264.531250 Penalty: 783.356445
	Iteration 11Q: 3 clusters Score -327264.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -327310.218750 Penalty: 783.356445
	Iteration 12Q: 3 clusters Score -327310.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -327338.218750 Penalty: 783.356445
	Iteration 13Q: 3 clusters Score -327338.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -327352.562500 Penalty: 783.356445
	Iteration 14Q: 3 clusters Score -327352.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -327360.656250 Penalty: 783.356445
	Iteration 15Q: 3 clusters Score -327360.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -327366.593750 Penalty: 783.356445
	Iteration 16Q: 3 clusters Score -327366.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -327370.625000 Penalty: 783.356445
	Iteration 17Q: 3 clusters Score -327370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -327373.656250 Penalty: 783.356445
	Iteration 18Q: 3 clusters Score -327373.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -327375.156250 Penalty: 783.356445
	Iteration 19Q: 3 clusters Score -327375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -327375.406250 Penalty: 783.356445
	Iteration 20F: 3 clusters Score -327375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -327375.375000 Penalty: 783.356445
	Iteration 21Q: 3 clusters Score -327375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -327375.906250 Penalty: 783.356445
	Iteration 22Q: 3 clusters Score -327375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -327375.906250 Penalty: 783.356445
	Iteration 23F: 3 clusters Score -327375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 3698 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199064.000000 Penalty: 50348.613281
Splitting cluster 25 changes total score from -58199420.000000 to -58199064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57443.894531 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57443.89 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57750.855469 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57750.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57835.785156 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57835.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57881.101562 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57881.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57932.480469 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -57932.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57985.292969 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -57985.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58026.574219 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58026.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58070.535156 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58070.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58121.855469 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58121.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58152.960938 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58152.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58177.597656 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58177.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58203.050781 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58203.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58228.468750 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58228.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58244.226562 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58244.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58263.781250 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58263.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58273.273438 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58273.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58276.261719 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58276.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58278.035156 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58278.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58278.359375 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58278.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58279.250000 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58279.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58279.636719 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58279.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 675 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199016.000000 Penalty: 50348.613281
Splitting cluster 26 changes total score from -58199420.000000 to -58199016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15591.532227 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15591.53 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15658.609375 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15658.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15695.422852 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15695.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15721.461914 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -15721.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15740.761719 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -15740.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15760.241211 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15760.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15766.624023 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15766.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15766.624023 Penalty: 504.611145
	Iteration 7F: 3 clusters Score -15766.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6639.518555 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6639.519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6790.466309 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6790.466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6834.530762 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6834.531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6858.106934 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -6858.107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6890.532715 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6890.533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6917.125977 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6917.126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6923.691895 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6923.692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6929.093750 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6929.094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6931.496582 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -6931.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6932.483398 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -6932.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6935.078613 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -6935.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6936.247070 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -6936.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6936.247070 Penalty: 505.671356
	Iteration 12F: 3 clusters Score -6936.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -37861.882812 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -37861.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37261.371094 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -37261.37 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37384.421875 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -37384.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37425.425781 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -37425.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37454.941406 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -37454.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37471.460938 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -37471.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37484.078125 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -37484.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37492.535156 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -37492.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37497.457031 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -37497.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37500.316406 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -37500.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37504.082031 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -37504.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37505.378906 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -37505.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37507.269531 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -37507.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37510.066406 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -37510.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37510.574219 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -37510.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37512.421875 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -37512.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37512.832031 Penalty: 590.101807
	Iteration 15Q: 3 clusters Score -37512.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37513.019531 Penalty: 590.101807
	Iteration 16Q: 3 clusters Score -37513.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37513.019531 Penalty: 590.101807
	Iteration 17F: 3 clusters Score -37513.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (91744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Entering Unmasked Estep 
Score: -5579425.000000 Penalty: 519.917480
	Iteration 0F: 2 clusters Score -5579425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -5517425.000000 Penalty: 1039.834961
	Iteration 0F: 3 clusters Score -5517425 nChanged 45027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5544307.500000 Penalty: 1039.834961
	Iteration 1F: 3 clusters Score -5544308 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5545572.000000 Penalty: 1039.834961
	Iteration 2Q: 3 clusters Score -5545572 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -5547329.000000 Penalty: 1039.834961
	Iteration 3Q: 3 clusters Score -5547329 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -5550195.000000 Penalty: 1039.834961
	Iteration 4F: 3 clusters Score -5550195 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -5554619.000000 Penalty: 1039.834961
	Iteration 5F: 3 clusters Score -5554619 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -5560061.000000 Penalty: 1039.834961
	Iteration 6F: 3 clusters Score -5560061 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -5563982.000000 Penalty: 1039.834961
	Iteration 7F: 3 clusters Score -5563982 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -5565462.000000 Penalty: 1039.834961
	Iteration 8Q: 3 clusters Score -5565462 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -5566146.000000 Penalty: 1039.834961
	Iteration 9Q: 3 clusters Score -5566146 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -5566574.500000 Penalty: 1039.834961
	Iteration 10Q: 3 clusters Score -5566574 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -5567112.500000 Penalty: 1039.834961
	Iteration 11Q: 3 clusters Score -5567112 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -5567702.500000 Penalty: 1039.834961
	Iteration 12Q: 3 clusters Score -5567702 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -5568206.000000 Penalty: 1039.834961
	Iteration 13Q: 3 clusters Score -5568206 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -5568764.500000 Penalty: 1039.834961
	Iteration 14Q: 3 clusters Score -5568764 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -5569251.000000 Penalty: 1039.834961
	Iteration 15Q: 3 clusters Score -5569251 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -5569764.500000 Penalty: 1039.834961
	Iteration 16Q: 3 clusters Score -5569764 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -5570213.000000 Penalty: 1039.834961
	Iteration 17Q: 3 clusters Score -5570213 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -5570692.000000 Penalty: 1039.834961
	Iteration 18Q: 3 clusters Score -5570692 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -5571150.000000 Penalty: 1039.834961
	Iteration 19Q: 3 clusters Score -5571150 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -5571555.500000 Penalty: 1039.834961
	Iteration 20F: 3 clusters Score -5571556 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -5571927.500000 Penalty: 1039.834961
	Iteration 21Q: 3 clusters Score -5571928 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -5572314.500000 Penalty: 1039.834961
	Iteration 22Q: 3 clusters Score -5572314 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -5572673.500000 Penalty: 1039.834961
	Iteration 23Q: 3 clusters Score -5572674 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -5572987.000000 Penalty: 1039.834961
	Iteration 24Q: 3 clusters Score -5572987 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -5573318.500000 Penalty: 1039.834961
	Iteration 25Q: 3 clusters Score -5573318 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -5573628.500000 Penalty: 1039.834961
	Iteration 26Q: 3 clusters Score -5573628 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -5573916.000000 Penalty: 1039.834961
	Iteration 27Q: 3 clusters Score -5573916 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -5574183.000000 Penalty: 1039.834961
	Iteration 28Q: 3 clusters Score -5574183 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -5574475.500000 Penalty: 1039.834961
	Iteration 29Q: 3 clusters Score -5574476 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -5574742.000000 Penalty: 1039.834961
	Iteration 30Q: 3 clusters Score -5574742 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -5575064.000000 Penalty: 1039.834961
	Iteration 31Q: 3 clusters Score -5575064 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -5575320.000000 Penalty: 1039.834961
	Iteration 32Q: 3 clusters Score -5575320 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -5575567.500000 Penalty: 1039.834961
	Iteration 33Q: 3 clusters Score -5575568 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -5575896.500000 Penalty: 1039.834961
	Iteration 34Q: 3 clusters Score -5575896 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -5576287.000000 Penalty: 1039.834961
	Iteration 35Q: 3 clusters Score -5576287 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -5576652.500000 Penalty: 1039.834961
	Iteration 36Q: 3 clusters Score -5576652 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -5577031.500000 Penalty: 1039.834961
	Iteration 37Q: 3 clusters Score -5577032 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -5577375.500000 Penalty: 1039.834961
	Iteration 38Q: 3 clusters Score -5577376 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -5577733.500000 Penalty: 1039.834961
	Iteration 39Q: 3 clusters Score -5577734 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -5578042.500000 Penalty: 1039.834961
	Iteration 40F: 3 clusters Score -5578042 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -5578269.500000 Penalty: 1039.834961
	Iteration 41Q: 3 clusters Score -5578270 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -5578438.000000 Penalty: 1039.834961
	Iteration 42Q: 3 clusters Score -5578438 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -5578603.000000 Penalty: 1039.834961
	Iteration 43Q: 3 clusters Score -5578603 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -5578707.500000 Penalty: 1039.834961
	Iteration 44Q: 3 clusters Score -5578708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -5578783.000000 Penalty: 1039.834961
	Iteration 45Q: 3 clusters Score -5578783 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -5578837.500000 Penalty: 1039.834961
	Iteration 46Q: 3 clusters Score -5578838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -5578879.500000 Penalty: 1039.834961
	Iteration 47Q: 3 clusters Score -5578880 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -5578938.000000 Penalty: 1039.834961
	Iteration 48Q: 3 clusters Score -5578938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -5578971.000000 Penalty: 1039.834961
	Iteration 49Q: 3 clusters Score -5578971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -5579006.500000 Penalty: 1039.834961
	Iteration 50Q: 3 clusters Score -5579006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -5579027.000000 Penalty: 1039.834961
	Iteration 51Q: 3 clusters Score -5579027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -5579061.000000 Penalty: 1039.834961
	Iteration 52Q: 3 clusters Score -5579061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -5579076.000000 Penalty: 1039.834961
	Iteration 53Q: 3 clusters Score -5579076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -5579078.500000 Penalty: 1039.834961
	Iteration 54Q: 3 clusters Score -5579078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -5579085.000000 Penalty: 1039.834961
	Iteration 55Q: 3 clusters Score -5579085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -5579110.000000 Penalty: 1039.834961
	Iteration 56Q: 3 clusters Score -5579110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -5579106.500000 Penalty: 1039.834961
	Iteration 57Q: 3 clusters Score -5579106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -5579122.500000 Penalty: 1039.834961
	Iteration 58Q: 3 clusters Score -5579122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -5579123.000000 Penalty: 1039.834961
	Iteration 59Q: 3 clusters Score -5579123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -5579124.000000 Penalty: 1039.834961
	Iteration 60F: 3 clusters Score -5579124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -5579123.000000 Penalty: 1039.834961
	Iteration 61Q: 3 clusters Score -5579123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -5579126.500000 Penalty: 1039.834961
	Iteration 62Q: 3 clusters Score -5579126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -5579125.000000 Penalty: 1039.834961
	Iteration 63Q: 3 clusters Score -5579125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -5579128.000000 Penalty: 1039.834961
	Iteration 64Q: 3 clusters Score -5579128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -5579137.000000 Penalty: 1039.834961
	Iteration 65Q: 3 clusters Score -5579137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -5579134.500000 Penalty: 1039.834961
	Iteration 66Q: 3 clusters Score -5579134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -5579135.000000 Penalty: 1039.834961
	Iteration 67Q: 3 clusters Score -5579135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -5579142.500000 Penalty: 1039.834961
	Iteration 68Q: 3 clusters Score -5579142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -5579133.000000 Penalty: 1039.834961
	Iteration 69Q: 3 clusters Score -5579133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -5579134.500000 Penalty: 1039.834961
	Iteration 70Q: 3 clusters Score -5579134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -5579141.000000 Penalty: 1039.834961
	Iteration 71Q: 3 clusters Score -5579141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -5579139.500000 Penalty: 1039.834961
	Iteration 72Q: 3 clusters Score -5579140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -5579140.000000 Penalty: 1039.834961
	Iteration 73Q: 3 clusters Score -5579140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -5579133.500000 Penalty: 1039.834961
	Iteration 74Q: 3 clusters Score -5579134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -5579136.500000 Penalty: 1039.834961
	Iteration 75Q: 3 clusters Score -5579136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -5579139.500000 Penalty: 1039.834961
	Iteration 76Q: 3 clusters Score -5579140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -5579138.000000 Penalty: 1039.834961
	Iteration 77Q: 3 clusters Score -5579138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -5579137.500000 Penalty: 1039.834961
	Iteration 78Q: 3 clusters Score -5579138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -5579139.000000 Penalty: 1039.834961
	Iteration 79Q: 3 clusters Score -5579139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -5579139.000000 Penalty: 1039.834961
	Iteration 80F: 3 clusters Score -5579139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -5579141.000000 Penalty: 1039.834961
	Iteration 81Q: 3 clusters Score -5579141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -5579142.000000 Penalty: 1039.834961
	Iteration 82Q: 3 clusters Score -5579142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -5579144.000000 Penalty: 1039.834961
	Iteration 83Q: 3 clusters Score -5579144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -5579142.000000 Penalty: 1039.834961
	Iteration 84Q: 3 clusters Score -5579142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -5579143.500000 Penalty: 1039.834961
	Iteration 85Q: 3 clusters Score -5579144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -5579146.500000 Penalty: 1039.834961
	Iteration 86Q: 3 clusters Score -5579146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -5579145.500000 Penalty: 1039.834961
	Iteration 87Q: 3 clusters Score -5579146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -5579145.500000 Penalty: 1039.834961
	Iteration 88F: 3 clusters Score -5579146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21414.775391 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21414.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21554.775391 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21554.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21591.175781 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21591.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21602.517578 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -21602.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21608.964844 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -21608.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21624.574219 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21624.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21640.384766 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21640.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21651.822266 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21651.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21662.806641 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21662.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21667.708984 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21667.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21675.316406 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -21675.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21681.437500 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -21681.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21694.986328 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -21694.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21713.201172 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -21713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21737.568359 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -21737.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21753.781250 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -21753.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21762.365234 Penalty: 540.315796
	Iteration 16Q: 3 clusters Score -21762.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21768.779297 Penalty: 540.315796
	Iteration 17Q: 3 clusters Score -21768.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21774.658203 Penalty: 540.315796
	Iteration 18Q: 3 clusters Score -21774.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21779.789062 Penalty: 540.315796
	Iteration 19Q: 3 clusters Score -21779.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21783.191406 Penalty: 540.315796
	Iteration 20F: 3 clusters Score -21783.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21784.945312 Penalty: 540.315796
	Iteration 21Q: 3 clusters Score -21784.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21789.480469 Penalty: 540.315796
	Iteration 22Q: 3 clusters Score -21789.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21790.189453 Penalty: 540.315796
	Iteration 23Q: 3 clusters Score -21790.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21790.564453 Penalty: 540.315796
	Iteration 24Q: 3 clusters Score -21790.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21791.121094 Penalty: 540.315796
	Iteration 25Q: 3 clusters Score -21791.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21792.445312 Penalty: 540.315796
	Iteration 26Q: 3 clusters Score -21792.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21796.720703 Penalty: 540.315796
	Iteration 27Q: 3 clusters Score -21796.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21796.841797 Penalty: 540.315796
	Iteration 28Q: 3 clusters Score -21796.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21796.841797 Penalty: 540.315796
	Iteration 29F: 3 clusters Score -21796.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11490.834961 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11490.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11213.927734 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11213.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11342.015625 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11342.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11408.384766 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11408.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11450.515625 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11450.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11470.125000 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11470.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11471.375977 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11471.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11471.375977 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -11471.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9641.038086 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9641.038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9716.938477 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9716.938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9755.537109 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9755.537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9785.817383 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9785.817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9810.155273 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9810.155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9864.228516 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -9864.229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9924.671875 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9924.672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9926.342773 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9926.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9927.045898 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -9927.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9927.045898 Penalty: 478.904785
	Iteration 9F: 3 clusters Score -9927.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 107 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198932.000000 Penalty: 50348.613281
Splitting cluster 34 changes total score from -58199420.000000 to -58198932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 162 members 
Entering Unmasked Estep 
Score: -19757.767578 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19757.77 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19882.933594 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19882.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19940.341797 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19940.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19969.068359 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -19969.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19973.189453 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19973.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19977.576172 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19977.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19978.162109 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19978.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19978.162109 Penalty: 524.060059
	Iteration 7F: 3 clusters Score -19978.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16119.722656 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16119.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16212.275391 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16212.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16240.291016 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16240.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16249.117188 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16249.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16255.266602 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16255.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16257.665039 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16257.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16258.459961 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16258.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16258.459961 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -16258.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12043.772461 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12043.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11747.750977 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -11747.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11843.735352 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -11843.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11925.517578 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -11925.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11989.826172 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -11989.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12046.547852 Penalty: 500.614502
	Iteration 4F: 3 clusters Score -12046.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12060.015625 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -12060.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12072.956055 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -12072.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12077.684570 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -12077.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12082.367188 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -12082.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12088.416992 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -12088.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12095.796875 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -12095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12098.821289 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -12098.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12099.476562 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -12099.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12099.476562 Penalty: 500.614502
	Iteration 13F: 3 clusters Score -12099.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 111 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198992.000000 Penalty: 50348.613281
Splitting cluster 37 changes total score from -58199420.000000 to -58198992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -54600.984375 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -54600.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -53832.804688 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -53832.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54033.425781 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -54033.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54071.808594 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -54071.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -54095.406250 Penalty: 619.722961
	Iteration 3Q: 3 clusters Score -54095.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54114.320312 Penalty: 619.722961
	Iteration 4Q: 3 clusters Score -54114.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54135.261719 Penalty: 619.722961
	Iteration 5Q: 3 clusters Score -54135.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54169.457031 Penalty: 619.722961
	Iteration 6Q: 3 clusters Score -54169.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54207.042969 Penalty: 619.722961
	Iteration 7Q: 3 clusters Score -54207.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54233.996094 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -54234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54252.714844 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -54252.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54271.386719 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -54271.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54286.601562 Penalty: 619.722961
	Iteration 11Q: 3 clusters Score -54286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54295.285156 Penalty: 619.722961
	Iteration 12Q: 3 clusters Score -54295.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54306.308594 Penalty: 619.722961
	Iteration 13Q: 3 clusters Score -54306.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54318.691406 Penalty: 619.722961
	Iteration 14Q: 3 clusters Score -54318.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54326.339844 Penalty: 619.722961
	Iteration 15Q: 3 clusters Score -54326.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54330.585938 Penalty: 619.722961
	Iteration 16Q: 3 clusters Score -54330.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54335.839844 Penalty: 619.722961
	Iteration 17Q: 3 clusters Score -54335.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54337.207031 Penalty: 619.722961
	Iteration 18Q: 3 clusters Score -54337.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54342.429688 Penalty: 619.722961
	Iteration 19Q: 3 clusters Score -54342.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54345.019531 Penalty: 619.722961
	Iteration 20F: 3 clusters Score -54345.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54347.585938 Penalty: 619.722961
	Iteration 21Q: 3 clusters Score -54347.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54348.453125 Penalty: 619.722961
	Iteration 22Q: 3 clusters Score -54348.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54348.453125 Penalty: 619.722961
	Iteration 23F: 3 clusters Score -54348.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Entering Unmasked Estep 
Score: -2119489.250000 Penalty: 475.080292
	Iteration 0F: 2 clusters Score -2119489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2096621.250000 Penalty: 950.160583
	Iteration 0F: 3 clusters Score -2096621 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2106251.500000 Penalty: 950.160583
	Iteration 1F: 3 clusters Score -2106252 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2106629.500000 Penalty: 950.160583
	Iteration 2Q: 3 clusters Score -2106630 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2107120.750000 Penalty: 950.160583
	Iteration 3Q: 3 clusters Score -2107121 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2107763.000000 Penalty: 950.160583
	Iteration 4Q: 3 clusters Score -2107763 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2108664.000000 Penalty: 950.160583
	Iteration 5F: 3 clusters Score -2108664 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2109969.500000 Penalty: 950.160583
	Iteration 6F: 3 clusters Score -2109970 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2111774.250000 Penalty: 950.160583
	Iteration 7F: 3 clusters Score -2111774 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2113855.250000 Penalty: 950.160583
	Iteration 8F: 3 clusters Score -2113855 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2115713.250000 Penalty: 950.160583
	Iteration 9F: 3 clusters Score -2115713 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2117211.000000 Penalty: 950.160583
	Iteration 10Q: 3 clusters Score -2117211 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2118184.750000 Penalty: 950.160583
	Iteration 11Q: 3 clusters Score -2118185 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2118689.250000 Penalty: 950.160583
	Iteration 12Q: 3 clusters Score -2118689 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2118891.250000 Penalty: 950.160583
	Iteration 13Q: 3 clusters Score -2118891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2118983.500000 Penalty: 950.160583
	Iteration 14Q: 3 clusters Score -2118984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2119029.750000 Penalty: 950.160583
	Iteration 15Q: 3 clusters Score -2119030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2119058.500000 Penalty: 950.160583
	Iteration 16Q: 3 clusters Score -2119058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2119070.250000 Penalty: 950.160583
	Iteration 17Q: 3 clusters Score -2119070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2119071.000000 Penalty: 950.160583
	Iteration 18Q: 3 clusters Score -2119071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2119076.250000 Penalty: 950.160583
	Iteration 19Q: 3 clusters Score -2119076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2119078.500000 Penalty: 950.160583
	Iteration 20F: 3 clusters Score -2119078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2119081.500000 Penalty: 950.160583
	Iteration 21Q: 3 clusters Score -2119082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2119080.750000 Penalty: 950.160583
	Iteration 22Q: 3 clusters Score -2119081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2119080.750000 Penalty: 950.160583
	Iteration 23F: 3 clusters Score -2119081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -30045.785156 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -30045.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29581.156250 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -29581.16 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29736.353516 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -29736.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29792.121094 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -29792.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29842.488281 Penalty: 566.073730
	Iteration 3F: 3 clusters Score -29842.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29875.720703 Penalty: 566.073730
	Iteration 4Q: 3 clusters Score -29875.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29897.404297 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -29897.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29935.207031 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -29935.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29984.863281 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -29984.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30017.681641 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -30017.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30028.390625 Penalty: 566.073730
	Iteration 9Q: 3 clusters Score -30028.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30033.562500 Penalty: 566.073730
	Iteration 10Q: 3 clusters Score -30033.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30034.744141 Penalty: 566.073730
	Iteration 11Q: 3 clusters Score -30034.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30035.222656 Penalty: 566.073730
	Iteration 12Q: 3 clusters Score -30035.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30035.222656 Penalty: 566.073730
	Iteration 13F: 3 clusters Score -30035.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9725.723633 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9725.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9444.772461 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9444.772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9582.144531 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9582.145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9620.985352 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9620.985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9651.586914 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9651.587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9662.140625 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9662.141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9670.982422 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9670.982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9671.354492 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9671.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9683.382812 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9683.383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9684.952148 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9684.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9684.952148 Penalty: 492.865143
	Iteration 9F: 3 clusters Score -9684.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -101059.484375 Penalty: 337.799530
	Iteration 0F: 2 clusters Score -101059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99808.414062 Penalty: 675.599060
	Iteration 0F: 3 clusters Score -99808.41 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100189.851562 Penalty: 675.599060
	Iteration 1F: 3 clusters Score -100189.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100279.765625 Penalty: 675.599060
	Iteration 2F: 3 clusters Score -100279.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100386.062500 Penalty: 675.599060
	Iteration 3F: 3 clusters Score -100386.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100508.617188 Penalty: 675.599060
	Iteration 4F: 3 clusters Score -100508.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100616.789062 Penalty: 675.599060
	Iteration 5F: 3 clusters Score -100616.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100685.187500 Penalty: 675.599060
	Iteration 6Q: 3 clusters Score -100685.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100737.789062 Penalty: 675.599060
	Iteration 7Q: 3 clusters Score -100737.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100785.882812 Penalty: 675.599060
	Iteration 8Q: 3 clusters Score -100785.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100818.882812 Penalty: 675.599060
	Iteration 9Q: 3 clusters Score -100818.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100831.218750 Penalty: 675.599060
	Iteration 10Q: 3 clusters Score -100831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100840.398438 Penalty: 675.599060
	Iteration 11Q: 3 clusters Score -100840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100844.953125 Penalty: 675.599060
	Iteration 12Q: 3 clusters Score -100845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100845.906250 Penalty: 675.599060
	Iteration 13Q: 3 clusters Score -100845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100846.945312 Penalty: 675.599060
	Iteration 14Q: 3 clusters Score -100846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100847.070312 Penalty: 675.599060
	Iteration 15Q: 3 clusters Score -100847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100847.382812 Penalty: 675.599060
	Iteration 16Q: 3 clusters Score -100847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100847.609375 Penalty: 675.599060
	Iteration 17Q: 3 clusters Score -100847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100847.609375 Penalty: 675.599060
	Iteration 18F: 3 clusters Score -100847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -27432.611328 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -27432.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26957.892578 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -26957.89 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27091.490234 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -27091.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27124.228516 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -27124.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27134.429688 Penalty: 557.941589
	Iteration 3Q: 3 clusters Score -27134.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27140.187500 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -27140.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27142.511719 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -27142.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27146.025391 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -27146.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27151.529297 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -27151.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27154.816406 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -27154.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27154.964844 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -27154.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27154.998047 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -27155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27155.109375 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -27155.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27155.769531 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -27155.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27156.003906 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -27156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27156.195312 Penalty: 557.941589
	Iteration 14Q: 3 clusters Score -27156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27156.882812 Penalty: 557.941589
	Iteration 15Q: 3 clusters Score -27156.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27157.853516 Penalty: 557.941589
	Iteration 16Q: 3 clusters Score -27157.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27157.853516 Penalty: 557.941589
	Iteration 17F: 3 clusters Score -27157.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -118576.515625 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -118576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -117200.351562 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -117200.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -117665.960938 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -117666 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117742.382812 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -117742.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -117799.570312 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -117799.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -117847.195312 Penalty: 689.611267
	Iteration 4Q: 3 clusters Score -117847.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -117888.914062 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -117888.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -117937.289062 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -117937.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -117989.679688 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -117989.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -118041.320312 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -118041.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -118083.390625 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -118083.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118115.765625 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -118115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -118138.937500 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -118138.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118157.507812 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -118157.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118174.468750 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -118174.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118192.515625 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -118192.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118217.562500 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -118217.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118239.976562 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -118240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118267.218750 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -118267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118276.945312 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -118276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118283.703125 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -118283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118287.796875 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -118287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118291.640625 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -118291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118294.796875 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -118294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118298.960938 Penalty: 689.611267
	Iteration 23Q: 3 clusters Score -118299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118302.914062 Penalty: 689.611267
	Iteration 24Q: 3 clusters Score -118302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118311.859375 Penalty: 689.611267
	Iteration 25Q: 3 clusters Score -118311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118319.671875 Penalty: 689.611267
	Iteration 26Q: 3 clusters Score -118319.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118325.250000 Penalty: 689.611267
	Iteration 27Q: 3 clusters Score -118325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118329.421875 Penalty: 689.611267
	Iteration 28Q: 3 clusters Score -118329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118334.125000 Penalty: 689.611267
	Iteration 29Q: 3 clusters Score -118334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118341.757812 Penalty: 689.611267
	Iteration 30Q: 3 clusters Score -118341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118347.281250 Penalty: 689.611267
	Iteration 31Q: 3 clusters Score -118347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -118350.312500 Penalty: 689.611267
	Iteration 32Q: 3 clusters Score -118350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118351.710938 Penalty: 689.611267
	Iteration 33Q: 3 clusters Score -118351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118353.460938 Penalty: 689.611267
	Iteration 34Q: 3 clusters Score -118353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118354.343750 Penalty: 689.611267
	Iteration 35Q: 3 clusters Score -118354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -118355.359375 Penalty: 689.611267
	Iteration 36Q: 3 clusters Score -118355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118355.773438 Penalty: 689.611267
	Iteration 37Q: 3 clusters Score -118355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118355.773438 Penalty: 689.611267
	Iteration 38F: 3 clusters Score -118355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 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 462 members 
Entering Unmasked Estep 
Score: -51912.546875 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51912.55 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -52311.917969 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52311.92 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -52456.976562 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52456.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52518.460938 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52518.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52551.226562 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -52551.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -52574.324219 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52574.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52590.753906 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52590.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -52604.957031 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52604.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52608.519531 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52608.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -52609.480469 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52609.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52609.593750 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52609.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52609.593750 Penalty: 618.916748
	Iteration 11F: 3 clusters Score -52609.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198980.000000 Penalty: 50348.613281
Splitting cluster 45 changes total score from -58199420.000000 to -58198980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -11343.259766 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -11343.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11090.038086 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -11090.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11203.930664 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -11203.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11277.690430 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -11277.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11334.702148 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -11334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11344.237305 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -11344.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -11353.498047 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -11353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -11356.755859 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -11356.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -11356.755859 Penalty: 482.600739
	Iteration 7F: 3 clusters Score -11356.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 162 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198960.000000 Penalty: 50348.613281
Splitting cluster 46 changes total score from -58199420.000000 to -58198960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19172.160156 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19172.16 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19311.335938 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19311.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19340.111328 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19340.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19355.738281 Penalty: 528.267273
	Iteration 3Q: 3 clusters Score -19355.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19373.689453 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19373.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19393.943359 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19393.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19398.607422 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19398.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19404.380859 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19404.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19437.345703 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19437.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19499.224609 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19499.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19553.281250 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -19553.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19613.933594 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -19613.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19622.578125 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -19622.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19626.195312 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -19626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19630.800781 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -19630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19639.218750 Penalty: 528.267273
	Iteration 15Q: 3 clusters Score -19639.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19643.417969 Penalty: 528.267273
	Iteration 16Q: 3 clusters Score -19643.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19646.328125 Penalty: 528.267273
	Iteration 17Q: 3 clusters Score -19646.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19647.464844 Penalty: 528.267273
	Iteration 18Q: 3 clusters Score -19647.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19647.464844 Penalty: 528.267273
	Iteration 19F: 3 clusters Score -19647.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 222 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 110 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199044.000000 Penalty: 50348.613281
Splitting cluster 47 changes total score from -58199420.000000 to -58199044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10542.181641 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10542.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10250.081055 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10250.08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10315.203125 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10346.383789 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10346.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10377.963867 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -10377.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10389.266602 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -10389.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10399.315430 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -10399.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10401.434570 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -10401.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10401.434570 Penalty: 490.405548
	Iteration 7F: 3 clusters Score -10401.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 300 members 
Entering Unmasked Estep 
Score: -35223.082031 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35223.08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35515.937500 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35515.94 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35660.503906 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35660.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35724.125000 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35724.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35761.144531 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35761.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35801.730469 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35801.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35827.347656 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35827.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35853.863281 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35853.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35862.820312 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35862.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35864.144531 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35864.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35866.218750 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35866.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35867.070312 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35867.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35867.070312 Penalty: 583.325928
	Iteration 12F: 3 clusters Score -35867.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 346 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199132.000000 Penalty: 50348.613281
Splitting cluster 49 changes total score from -58199420.000000 to -58199132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 248 members 
Entering Unmasked Estep 
Score: -32294.250000 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32294.25 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32397.095703 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32397.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32440.437500 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32440.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32466.712891 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -32466.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32496.494141 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32496.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32533.857422 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32533.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32554.500000 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32554.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32565.548828 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32565.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32575.287109 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32575.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32593.740234 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32593.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32608.824219 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32608.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32615.542969 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32615.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32616.794922 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32616.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32616.794922 Penalty: 568.395691
	Iteration 13F: 3 clusters Score -32616.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2724.962646 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2724.963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2835.938721 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2835.939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2876.662354 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2876.662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2904.425293 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -2904.425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2915.330566 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2915.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2917.368408 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -2917.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2918.531982 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -2918.532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2921.219238 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -2921.219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2921.219238 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -2921.219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48761.468750 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48761.47 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48974.445312 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -48974.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -49051.644531 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49051.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49133.074219 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49133.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49184.937500 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49184.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49202.003906 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49205.535156 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49205.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49209.230469 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49209.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49213.457031 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49213.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49218.617188 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49218.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49221.812500 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49221.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49225.113281 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49225.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49226.511719 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49226.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49227.125000 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49227.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49227.765625 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -49227.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49229.621094 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -49229.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49230.058594 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -49230.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49231.285156 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -49231.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49231.589844 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -49231.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49231.933594 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -49231.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49231.933594 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -49231.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10907.827148 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10907.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10623.651367 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10623.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10746.107422 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10746.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10787.937500 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10787.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10837.025391 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -10837.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10878.070312 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10878.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10905.519531 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10905.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10917.518555 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10917.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10930.422852 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10930.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10942.257812 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10942.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10949.015625 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -10949.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10953.211914 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -10953.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10954.650391 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -10954.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10955.061523 Penalty: 481.232300
	Iteration 12F: 3 clusters Score -10955.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10960.997070 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -10961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10964.179688 Penalty: 481.232300
	Iteration 14Q: 3 clusters Score -10964.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10968.236328 Penalty: 481.232300
	Iteration 15Q: 3 clusters Score -10968.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10975.926758 Penalty: 481.232300
	Iteration 16Q: 3 clusters Score -10975.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10980.934570 Penalty: 481.232300
	Iteration 17Q: 3 clusters Score -10980.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10989.853516 Penalty: 481.232300
	Iteration 18Q: 3 clusters Score -10989.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10989.853516 Penalty: 481.232300
	Iteration 19F: 3 clusters Score -10989.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 102 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199008.000000 Penalty: 50348.613281
Splitting cluster 53 changes total score from -58199420.000000 to -58199008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -20870.501953 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -20870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20488.593750 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -20488.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20644.562500 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -20644.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20742.841797 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -20742.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20793.191406 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -20793.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20803.357422 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -20803.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20805.343750 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -20805.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20806.455078 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -20806.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20807.115234 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -20807.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20809.324219 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -20809.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20809.324219 Penalty: 535.635498
	Iteration 9F: 3 clusters Score -20809.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9034.836914 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9034.837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8772.620117 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8772.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8935.788086 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8935.788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8990.233398 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8990.233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9023.001953 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -9023.002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9036.213867 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -9036.214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9041.625977 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -9041.626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9046.373047 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -9046.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9050.780273 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -9050.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9050.780273 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -9050.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 66 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 122 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198904.000000 Penalty: 50348.613281
Splitting cluster 55 changes total score from -58199420.000000 to -58198904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -87070.078125 Penalty: 333.384094
	Iteration 0F: 2 clusters Score -87070.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -85905.945312 Penalty: 666.768188
	Iteration 0F: 3 clusters Score -85905.95 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86380.523438 Penalty: 666.768188
	Iteration 1F: 3 clusters Score -86380.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -86537.812500 Penalty: 666.768188
	Iteration 2F: 3 clusters Score -86537.81 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86662.000000 Penalty: 666.768188
	Iteration 3F: 3 clusters Score -86662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86756.765625 Penalty: 666.768188
	Iteration 4F: 3 clusters Score -86756.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86822.132812 Penalty: 666.768188
	Iteration 5F: 3 clusters Score -86822.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86861.546875 Penalty: 666.768188
	Iteration 6Q: 3 clusters Score -86861.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86878.437500 Penalty: 666.768188
	Iteration 7Q: 3 clusters Score -86878.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86893.453125 Penalty: 666.768188
	Iteration 8Q: 3 clusters Score -86893.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -86910.054688 Penalty: 666.768188
	Iteration 9Q: 3 clusters Score -86910.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86918.210938 Penalty: 666.768188
	Iteration 10Q: 3 clusters Score -86918.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -86924.054688 Penalty: 666.768188
	Iteration 11Q: 3 clusters Score -86924.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86931.367188 Penalty: 666.768188
	Iteration 12Q: 3 clusters Score -86931.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86941.351562 Penalty: 666.768188
	Iteration 13Q: 3 clusters Score -86941.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -86947.000000 Penalty: 666.768188
	Iteration 14Q: 3 clusters Score -86947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86949.984375 Penalty: 666.768188
	Iteration 15Q: 3 clusters Score -86949.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86951.265625 Penalty: 666.768188
	Iteration 16Q: 3 clusters Score -86951.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86952.437500 Penalty: 666.768188
	Iteration 17Q: 3 clusters Score -86952.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86952.687500 Penalty: 666.768188
	Iteration 18Q: 3 clusters Score -86952.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86952.687500 Penalty: 666.768188
	Iteration 19F: 3 clusters Score -86952.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20676.634766 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20676.63 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20791.689453 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20791.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20834.748047 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20834.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20854.398438 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20882.675781 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20882.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20907.322266 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20907.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20923.121094 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20923.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20929.726562 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20929.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20934.306641 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20934.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20938.824219 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20938.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20945.119141 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20945.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20949.681641 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20949.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20953.011719 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -20953.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20953.320312 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -20953.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20958.207031 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -20958.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20962.634766 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -20962.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20962.634766 Penalty: 537.387939
	Iteration 16F: 3 clusters Score -20962.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -24304.054688 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -24304.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23833.724609 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23833.72 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24000.253906 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -24000.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24058.892578 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -24058.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24122.720703 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -24122.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24160.751953 Penalty: 554.720032
	Iteration 4F: 3 clusters Score -24160.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24186.644531 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -24186.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24206.212891 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -24206.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24241.677734 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -24241.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24257.837891 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -24257.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24267.378906 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -24267.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24270.490234 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -24270.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24272.865234 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -24272.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24274.810547 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -24274.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24274.810547 Penalty: 554.720032
	Iteration 13F: 3 clusters Score -24274.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17574.179688 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17574.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17679.472656 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17679.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17769.861328 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17769.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17817.830078 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17817.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17860.652344 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -17860.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17889.421875 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17889.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17917.208984 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17917.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17932.126953 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17932.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17941.578125 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17941.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17941.578125 Penalty: 517.822693
	Iteration 9F: 3 clusters Score -17941.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198928.000000 Penalty: 50348.613281
Splitting cluster 59 changes total score from -58199420.000000 to -58198928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -20208.763672 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -20208.76 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 153 members 
Entering Unmasked Estep 
Score: -19839.619141 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -19839.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19930.867188 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -19930.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19963.501953 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -19963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19976.214844 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -19976.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19981.458984 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -19981.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19986.705078 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -19986.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19990.515625 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -19990.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19992.734375 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -19992.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19995.275391 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -19995.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20002.494141 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -20002.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20008.064453 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -20008.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20009.138672 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -20009.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20011.384766 Penalty: 522.028076
	Iteration 12Q: 3 clusters Score -20011.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20011.384766 Penalty: 522.028076
	Iteration 13F: 3 clusters Score -20011.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (90455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Entering Unmasked Estep 
Score: -5434276.500000 Penalty: 519.273682
	Iteration 0F: 2 clusters Score -5434276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5373408.500000 Penalty: 1038.547363
	Iteration 0F: 3 clusters Score -5373408 nChanged 44139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -5398840.500000 Penalty: 1038.547363
	Iteration 1F: 3 clusters Score -5398840 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -5399583.000000 Penalty: 1038.547363
	Iteration 2Q: 3 clusters Score -5399583 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -5400769.500000 Penalty: 1038.547363
	Iteration 3Q: 3 clusters Score -5400770 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -5402783.500000 Penalty: 1038.547363
	Iteration 4Q: 3 clusters Score -5402784 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -5406582.000000 Penalty: 1038.547363
	Iteration 5F: 3 clusters Score -5406582 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -5412819.000000 Penalty: 1038.547363
	Iteration 6F: 3 clusters Score -5412819 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -5420444.500000 Penalty: 1038.547363
	Iteration 7F: 3 clusters Score -5420444 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -5427189.000000 Penalty: 1038.547363
	Iteration 8F: 3 clusters Score -5427189 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -5431226.000000 Penalty: 1038.547363
	Iteration 9Q: 3 clusters Score -5431226 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -5432965.000000 Penalty: 1038.547363
	Iteration 10Q: 3 clusters Score -5432965 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -5433511.000000 Penalty: 1038.547363
	Iteration 11Q: 3 clusters Score -5433511 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -5433707.500000 Penalty: 1038.547363
	Iteration 12Q: 3 clusters Score -5433708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -5433785.000000 Penalty: 1038.547363
	Iteration 13Q: 3 clusters Score -5433785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -5433818.500000 Penalty: 1038.547363
	Iteration 14Q: 3 clusters Score -5433818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -5433843.500000 Penalty: 1038.547363
	Iteration 15Q: 3 clusters Score -5433844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -5433849.500000 Penalty: 1038.547363
	Iteration 16Q: 3 clusters Score -5433850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -5433860.000000 Penalty: 1038.547363
	Iteration 17Q: 3 clusters Score -5433860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -5433859.500000 Penalty: 1038.547363
	Iteration 18Q: 3 clusters Score -5433860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -5433863.500000 Penalty: 1038.547363
	Iteration 19Q: 3 clusters Score -5433864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -5433868.000000 Penalty: 1038.547363
	Iteration 20F: 3 clusters Score -5433868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -5433873.000000 Penalty: 1038.547363
	Iteration 21Q: 3 clusters Score -5433873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -5433871.000000 Penalty: 1038.547363
	Iteration 22Q: 3 clusters Score -5433871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -5433871.000000 Penalty: 1038.547363
	Iteration 23Q: 3 clusters Score -5433871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -5433871.000000 Penalty: 1038.547363
	Iteration 24F: 3 clusters Score -5433871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8207.433594 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8207.434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8257.386719 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8257.387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8303.112305 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8303.112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8319.813477 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8319.813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8340.521484 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8340.521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8360.986328 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -8360.986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8377.687500 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8377.688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8402.808594 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -8402.809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8408.672852 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -8408.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8408.672852 Penalty: 450.980286
	Iteration 9F: 3 clusters Score -8408.673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3583.367188 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3583.367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3424.735596 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3424.736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3495.850342 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3495.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3504.187500 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3504.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3507.518799 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3507.519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3507.518799 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -3507.519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -28958.830078 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -28958.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28528.541016 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -28528.54 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28778.169922 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -28778.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28869.453125 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -28869.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28939.964844 Penalty: 566.794495
	Iteration 3F: 3 clusters Score -28939.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28990.187500 Penalty: 566.794495
	Iteration 4F: 3 clusters Score -28990.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29033.750000 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -29033.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29051.724609 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -29051.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29068.804688 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -29068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29081.593750 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -29081.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29089.609375 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -29089.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29097.945312 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -29097.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29099.589844 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -29099.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29102.078125 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -29102.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29105.962891 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -29105.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29109.162109 Penalty: 566.794495
	Iteration 14Q: 3 clusters Score -29109.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29112.904297 Penalty: 566.794495
	Iteration 15Q: 3 clusters Score -29112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29118.884766 Penalty: 566.794495
	Iteration 16Q: 3 clusters Score -29118.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29118.884766 Penalty: 566.794495
	Iteration 17F: 3 clusters Score -29118.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 146 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 361 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199104.000000 Penalty: 50348.613281
Splitting cluster 64 changes total score from -58199420.000000 to -58199104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5859.735840 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5859.736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5902.237305 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5902.237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5915.093262 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5915.093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5924.274414 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5924.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5924.274414 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -5924.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -13128.100586 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -13128.1 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 126 members 
Entering Unmasked Estep 
Score: -12822.972656 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -12822.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12989.137695 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -12989.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13031.913086 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -13031.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13064.453125 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -13064.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13100.875977 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -13100.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13112.743164 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -13112.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13116.660156 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -13116.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13117.478516 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -13117.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13119.693359 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -13119.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13130.603516 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -13130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13138.400391 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -13138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13142.497070 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -13142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13143.593750 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -13143.59 nChanged 1
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: -13143.885742 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -13143.89 nChanged 0
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: -13143.885742 Penalty: 514.056702
	Iteration 14F: 3 clusters Score -13143.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 108 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198988.000000 Penalty: 50348.613281
Splitting cluster 66 changes total score from -58199420.000000 to -58198988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7592.713379 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7592.713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7680.267090 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7680.267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7696.092285 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7696.092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7708.671875 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7708.672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7714.870605 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7714.871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7718.071289 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7718.071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7718.071289 Penalty: 489.150330
	Iteration 6F: 3 clusters Score -7718.071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -354617.125000 Penalty: 394.481110
	Iteration 0F: 2 clusters Score -354617.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -350684.250000 Penalty: 788.962219
	Iteration 0F: 3 clusters Score -350684.2 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -352177.562500 Penalty: 788.962219
	Iteration 1F: 3 clusters Score -352177.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -352447.406250 Penalty: 788.962219
	Iteration 2F: 3 clusters Score -352447.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -352793.062500 Penalty: 788.962219
	Iteration 3F: 3 clusters Score -352793.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -353236.593750 Penalty: 788.962219
	Iteration 4F: 3 clusters Score -353236.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -353632.406250 Penalty: 788.962219
	Iteration 5F: 3 clusters Score -353632.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -353911.687500 Penalty: 788.962219
	Iteration 6F: 3 clusters Score -353911.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -354112.687500 Penalty: 788.962219
	Iteration 7Q: 3 clusters Score -354112.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -354202.687500 Penalty: 788.962219
	Iteration 8Q: 3 clusters Score -354202.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -354247.375000 Penalty: 788.962219
	Iteration 9Q: 3 clusters Score -354247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -354259.406250 Penalty: 788.962219
	Iteration 10Q: 3 clusters Score -354259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -354276.406250 Penalty: 788.962219
	Iteration 11Q: 3 clusters Score -354276.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -354288.000000 Penalty: 788.962219
	Iteration 12Q: 3 clusters Score -354288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -354288.000000 Penalty: 788.962219
	Iteration 13F: 3 clusters Score -354288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -66241.343750 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -66241.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65345.445312 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -65345.45 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -65659.281250 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -65659.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65738.914062 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -65738.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65827.695312 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -65827.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -65952.312500 Penalty: 637.113342
	Iteration 4F: 3 clusters Score -65952.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66076.757812 Penalty: 637.113342
	Iteration 5F: 3 clusters Score -66076.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66131.093750 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -66131.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -66147.851562 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -66147.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66156.710938 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -66156.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66162.390625 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -66162.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66167.226562 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -66167.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -66170.875000 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -66170.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66172.304688 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -66172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66174.750000 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -66174.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -66176.148438 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -66176.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66176.882812 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -66176.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -66179.273438 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -66179.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -66180.828125 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -66180.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66181.570312 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -66181.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -66182.578125 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -66182.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -66183.976562 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -66183.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -66184.648438 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -66184.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -66185.375000 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -66185.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66185.710938 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -66185.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66185.859375 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -66185.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66185.859375 Penalty: 637.113342
	Iteration 25F: 3 clusters Score -66185.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5714.663086 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5714.663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5754.681152 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5754.681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5789.624023 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5789.624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5824.485352 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -5824.485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5840.511230 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5840.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5840.511230 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -5840.511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8843.005859 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8843.006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8905.497070 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8905.497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8914.405273 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8914.405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8924.779297 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8924.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8930.505859 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8930.506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8940.393555 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8940.394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8947.850586 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8947.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8953.093750 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8953.094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8960.067383 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -8960.067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8974.308594 Penalty: 464.087830
	Iteration 9Q: 3 clusters Score -8974.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8997.459961 Penalty: 464.087830
	Iteration 10Q: 3 clusters Score -8997.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9011.821289 Penalty: 464.087830
	Iteration 11Q: 3 clusters Score -9011.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9016.155273 Penalty: 464.087830
	Iteration 12Q: 3 clusters Score -9016.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9017.582031 Penalty: 464.087830
	Iteration 13Q: 3 clusters Score -9017.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9018.274414 Penalty: 464.087830
	Iteration 14Q: 3 clusters Score -9018.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9018.274414 Penalty: 464.087830
	Iteration 15F: 3 clusters Score -9018.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74960.367188 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74960.37 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75286.773438 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75286.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -75388.367188 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75388.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75482.148438 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75482.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -75597.062500 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -75597.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75721.742188 Penalty: 648.327515
	Iteration 5F: 3 clusters Score -75721.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -75815.500000 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75815.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -75854.562500 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75854.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -75859.773438 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75859.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -75861.281250 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75861.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75862.250000 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75862.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75862.500000 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -75862.625000 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75862.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75862.648438 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75862.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75862.648438 Penalty: 648.327515
	Iteration 14F: 3 clusters Score -75862.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -34948.542969 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -34948.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34412.566406 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -34412.57 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34746.753906 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -34746.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34957.847656 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -34957.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35067.750000 Penalty: 585.397522
	Iteration 3F: 3 clusters Score -35067.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35136.039062 Penalty: 585.397522
	Iteration 4F: 3 clusters Score -35136.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35177.402344 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -35177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35241.714844 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -35241.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35358.523438 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -35358.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -35383.625000 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -35383.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35393.449219 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -35393.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -35401.808594 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -35401.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -35410.183594 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -35410.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35415.277344 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -35415.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35415.277344 Penalty: 585.397522
	Iteration 13F: 3 clusters Score -35415.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 477 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 145 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199380.000000 Penalty: 50348.613281
Splitting cluster 73 changes total score from -58199420.000000 to -58199380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4551.455078 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4551.455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4572.427246 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4572.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4573.480957 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -4573.481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4573.480957 Penalty: 404.281281
	Iteration 3F: 3 clusters Score -4573.481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5258.115234 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5258.115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5348.251953 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5348.252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5370.129883 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5370.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5377.632812 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -5377.633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5397.889160 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5397.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5397.889160 Penalty: 438.645630
	Iteration 5F: 3 clusters Score -5397.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4950.589844 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4950.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5030.603516 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5030.604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5044.263184 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5044.263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5053.328125 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5053.328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5059.972168 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5059.972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5064.841797 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5064.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5066.354004 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -5066.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5068.457031 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -5068.457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5070.270996 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -5070.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5076.957520 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -5076.958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5079.255859 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -5079.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5079.255859 Penalty: 472.052094
	Iteration 11F: 3 clusters Score -5079.256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -16530.935547 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -16530.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16217.631836 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -16217.63 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16404.138672 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -16404.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16467.458984 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -16467.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16497.404297 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -16497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16511.394531 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -16511.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16516.144531 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -16516.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16518.787109 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -16518.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16519.322266 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -16519.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16519.447266 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -16519.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16521.460938 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -16521.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16521.460938 Penalty: 507.755432
	Iteration 10F: 3 clusters Score -16521.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6955.160645 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6955.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6710.077637 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6710.078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6782.593750 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6782.594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6816.211426 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6816.211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6836.638184 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6836.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6851.097168 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6851.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6851.930176 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6851.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6851.930176 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6851.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9365.007812 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9365.008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9445.911133 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9445.911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9482.421875 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9482.422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9496.360352 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9496.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9524.862305 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9524.862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9536.590820 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9536.591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9540.984375 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9540.984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9540.539062 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9540.539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9544.021484 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9544.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9548.192383 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9548.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9548.870117 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9548.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9548.870117 Penalty: 473.564606
	Iteration 11F: 3 clusters Score -9548.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2477.331055 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2477.331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2490.232178 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2490.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119254 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 109141 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 124735 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 34246 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90455 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5825 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199364.000000 Penalty: 49719.257812
Iteration 239Q: 80 clusters Score -5.819936e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11078 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 10991 members 
Mstep: Class 7 contains 119231 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72900 members 
Mstep: Class 14 contains 131348 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 109095 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5190 members 
Mstep: Class 24 contains 124704 members 
Mstep: Class 25 contains 5519 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91872 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 34187 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1664 members 
Mstep: Class 43 contains 463 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 284 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5781 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199372.000000 Penalty: 49719.257812
Iteration 240F: 80 clusters Score -5.819937e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11074 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 4582 members 
Mstep: Class 5 contains 32590 members 
Mstep: Class 6 contains 10986 members 
Mstep: Class 7 contains 119198 members 
Mstep: Class 8 contains 93122 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 72899 members 
Mstep: Class 14 contains 131475 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 109086 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5184 members 
Mstep: Class 24 contains 124702 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 91966 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1655 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90365 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5745 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199432.000000 Penalty: 49719.257812
Iteration 241Q: 80 clusters Score -5.819943e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 32570 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 119173 members 
Mstep: Class 8 contains 93133 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 131576 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 109074 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5177 members 
Mstep: Class 24 contains 124709 members 
Mstep: Class 25 contains 5590 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92050 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 34004 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1650 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90313 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5708 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199448.000000 Penalty: 49719.257812
Iteration 242Q: 80 clusters Score -5.819945e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11077 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 5 contains 32559 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 119148 members 
Mstep: Class 8 contains 93171 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 131648 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 109036 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5173 members 
Mstep: Class 24 contains 124725 members 
Mstep: Class 25 contains 5625 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92133 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 33939 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1646 members 
Mstep: Class 43 contains 468 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90261 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5668 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199504.000000 Penalty: 49719.257812
Iteration 243Q: 80 clusters Score -5.81995e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 4573 members 
Mstep: Class 5 contains 32551 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 119122 members 
Mstep: Class 8 contains 93230 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131704 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108983 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5160 members 
Mstep: Class 24 contains 124745 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92241 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 33839 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1642 members 
Mstep: Class 43 contains 470 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90206 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5644 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199588.000000 Penalty: 49719.257812
Iteration 244Q: 80 clusters Score -5.819959e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 32545 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 119091 members 
Mstep: Class 8 contains 93251 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131769 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108958 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5151 members 
Mstep: Class 24 contains 124757 members 
Mstep: Class 25 contains 5709 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92329 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 33783 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1639 members 
Mstep: Class 43 contains 475 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90131 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5612 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199484.000000 Penalty: 49719.257812
Iteration 245Q: 80 clusters Score -5.819948e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 3167 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 32539 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 119048 members 
Mstep: Class 8 contains 93292 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131808 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108917 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5139 members 
Mstep: Class 24 contains 124758 members 
Mstep: Class 25 contains 5746 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92426 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 909 members 
Mstep: Class 39 contains 33735 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1635 members 
Mstep: Class 43 contains 476 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90099 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5580 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199368.000000 Penalty: 49719.257812
Iteration 246Q: 80 clusters Score -5.819937e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11058 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 32533 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 119013 members 
Mstep: Class 8 contains 93328 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131882 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108876 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 124762 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92532 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 909 members 
Mstep: Class 39 contains 33679 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1635 members 
Mstep: Class 43 contains 476 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 90041 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5543 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199236.000000 Penalty: 49719.257812
Iteration 247Q: 80 clusters Score -5.819924e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11050 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 32526 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 118983 members 
Mstep: Class 8 contains 93353 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131931 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108815 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5121 members 
Mstep: Class 24 contains 124764 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92664 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 909 members 
Mstep: Class 39 contains 33656 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1631 members 
Mstep: Class 43 contains 477 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89980 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5509 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199316.000000 Penalty: 49719.257812
Iteration 248Q: 80 clusters Score -5.819932e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11055 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 32518 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 118970 members 
Mstep: Class 8 contains 93416 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131965 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108766 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 124767 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92765 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 33593 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1628 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89924 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5479 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199308.000000 Penalty: 49719.257812
Iteration 249Q: 80 clusters Score -5.819931e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 32512 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 118954 members 
Mstep: Class 8 contains 93492 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10043 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131974 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108727 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 124779 members 
Mstep: Class 25 contains 5888 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92875 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 902 members 
Mstep: Class 39 contains 33548 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1627 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89846 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5447 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199268.000000 Penalty: 49719.257812
Iteration 250Q: 80 clusters Score -5.819927e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11042 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 32503 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 118928 members 
Mstep: Class 8 contains 93557 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131946 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108727 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 124789 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 92967 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 899 members 
Mstep: Class 39 contains 33544 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1627 members 
Mstep: Class 43 contains 482 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89729 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5426 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199360.000000 Penalty: 49719.257812
Iteration 251Q: 80 clusters Score -5.819936e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 32500 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 118914 members 
Mstep: Class 8 contains 93592 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131917 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108714 members 
Mstep: Class 17 contains 15430 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 124797 members 
Mstep: Class 25 contains 5968 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93044 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 33580 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1625 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89629 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5402 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199260.000000 Penalty: 49719.257812
Iteration 252Q: 80 clusters Score -5.819926e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11014 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 32490 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 118909 members 
Mstep: Class 8 contains 93602 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131881 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108705 members 
Mstep: Class 17 contains 15451 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 124806 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93117 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 33648 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89516 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5382 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199108.000000 Penalty: 49719.257812
Iteration 253Q: 80 clusters Score -5.819911e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11001 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 32481 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 118891 members 
Mstep: Class 8 contains 93596 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131854 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108682 members 
Mstep: Class 17 contains 15471 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 124807 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93184 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 896 members 
Mstep: Class 39 contains 33728 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1620 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89452 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5362 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199272.000000 Penalty: 49719.257812
Iteration 254Q: 80 clusters Score -5.819927e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 32468 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 118868 members 
Mstep: Class 8 contains 93602 members 
Mstep: Class 9 contains 14628 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131824 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108661 members 
Mstep: Class 17 contains 15486 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 124809 members 
Mstep: Class 25 contains 6072 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93267 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 33789 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1616 members 
Mstep: Class 43 contains 505 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89375 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5341 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199144.000000 Penalty: 49719.257812
Iteration 255Q: 80 clusters Score -5.819914e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10977 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 118848 members 
Mstep: Class 8 contains 93614 members 
Mstep: Class 9 contains 14631 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131780 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108658 members 
Mstep: Class 17 contains 15484 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 124810 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93363 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 899 members 
Mstep: Class 39 contains 33859 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1612 members 
Mstep: Class 43 contains 517 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89271 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5316 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199264.000000 Penalty: 49719.257812
Iteration 256Q: 80 clusters Score -5.819926e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 32456 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 118825 members 
Mstep: Class 8 contains 93647 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131713 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108665 members 
Mstep: Class 17 contains 15486 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5010 members 
Mstep: Class 24 contains 124801 members 
Mstep: Class 25 contains 6138 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93456 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 899 members 
Mstep: Class 39 contains 33937 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1608 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89176 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5293 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199232.000000 Penalty: 49719.257812
Iteration 257Q: 80 clusters Score -5.819923e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10923 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 32445 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 118802 members 
Mstep: Class 8 contains 93713 members 
Mstep: Class 9 contains 14638 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131644 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108661 members 
Mstep: Class 17 contains 15485 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 124792 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93570 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 33989 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1606 members 
Mstep: Class 43 contains 532 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 89080 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5275 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199284.000000 Penalty: 49719.257812
Iteration 258Q: 80 clusters Score -5.819928e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 32435 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 118790 members 
Mstep: Class 8 contains 93801 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 131562 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108667 members 
Mstep: Class 17 contains 15487 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 124780 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93672 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 34032 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1605 members 
Mstep: Class 43 contains 536 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88981 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5255 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199288.000000 Penalty: 49719.257812
Iteration 259Q: 80 clusters Score -5.819929e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10868 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 32424 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 118795 members 
Mstep: Class 8 contains 93865 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 131480 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108650 members 
Mstep: Class 17 contains 15491 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 124772 members 
Mstep: Class 25 contains 6210 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93777 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 34098 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1605 members 
Mstep: Class 43 contains 541 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88883 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5231 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199180.000000 Penalty: 49719.257812
Iteration 260F: 80 clusters Score -5.819918e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10836 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 32414 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 118803 members 
Mstep: Class 8 contains 93956 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10046 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 131364 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 108641 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 124750 members 
Mstep: Class 25 contains 6236 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93872 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 34181 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1604 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88787 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5206 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199364.000000 Penalty: 49719.257812
Iteration 261Q: 80 clusters Score -5.819936e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 32411 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 118812 members 
Mstep: Class 8 contains 94040 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 131194 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108636 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 124738 members 
Mstep: Class 25 contains 6263 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 93946 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 34314 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1604 members 
Mstep: Class 43 contains 557 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88696 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5189 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199272.000000 Penalty: 49719.257812
Iteration 262Q: 80 clusters Score -5.819927e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 4573 members 
Mstep: Class 5 contains 32404 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 118803 members 
Mstep: Class 8 contains 94105 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10048 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 131017 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108650 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 124721 members 
Mstep: Class 25 contains 6295 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94061 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 34494 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1606 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88569 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199432.000000 Penalty: 49719.257812
Iteration 263Q: 80 clusters Score -5.819943e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 32403 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 118784 members 
Mstep: Class 8 contains 94176 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130855 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 108629 members 
Mstep: Class 17 contains 15503 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 124713 members 
Mstep: Class 25 contains 6325 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94175 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 34642 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1608 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88477 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5137 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199560.000000 Penalty: 49719.257812
Iteration 264Q: 80 clusters Score -5.819956e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10650 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 32400 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 118781 members 
Mstep: Class 8 contains 94238 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10042 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 130692 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 108626 members 
Mstep: Class 17 contains 15503 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 124698 members 
Mstep: Class 25 contains 6357 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94274 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 34808 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88381 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199540.000000 Penalty: 49719.257812
Iteration 265Q: 80 clusters Score -5.819954e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10613 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 32391 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 118786 members 
Mstep: Class 8 contains 94280 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10038 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130524 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108619 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 124686 members 
Mstep: Class 25 contains 6389 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94399 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 35005 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1609 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88263 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5078 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199628.000000 Penalty: 49719.257812
Iteration 266Q: 80 clusters Score -5.819963e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 32388 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 118794 members 
Mstep: Class 8 contains 94334 members 
Mstep: Class 9 contains 14649 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10035 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130403 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108618 members 
Mstep: Class 17 contains 15503 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 124679 members 
Mstep: Class 25 contains 6423 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94523 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 896 members 
Mstep: Class 39 contains 35126 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1606 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88114 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199576.000000 Penalty: 49719.257812
Iteration 267Q: 80 clusters Score -5.819958e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 32382 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 118788 members 
Mstep: Class 8 contains 94352 members 
Mstep: Class 9 contains 14649 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10030 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130290 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108607 members 
Mstep: Class 17 contains 15496 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 124669 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94629 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 898 members 
Mstep: Class 39 contains 35266 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1608 members 
Mstep: Class 43 contains 575 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 88021 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5018 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199616.000000 Penalty: 49719.257812
Iteration 268Q: 80 clusters Score -5.819962e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 32375 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 118783 members 
Mstep: Class 8 contains 94423 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10022 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130164 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108588 members 
Mstep: Class 17 contains 15486 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 124669 members 
Mstep: Class 25 contains 6497 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94759 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 898 members 
Mstep: Class 39 contains 35359 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1608 members 
Mstep: Class 43 contains 574 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87907 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4985 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199540.000000 Penalty: 49719.257812
Iteration 269Q: 80 clusters Score -5.819954e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 5 contains 32370 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 118785 members 
Mstep: Class 8 contains 94488 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10011 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 130021 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108554 members 
Mstep: Class 17 contains 15481 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 124668 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 94894 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 35463 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1608 members 
Mstep: Class 43 contains 573 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87801 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4963 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199416.000000 Penalty: 49719.257812
Iteration 270Q: 80 clusters Score -5.819942e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 32362 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 118778 members 
Mstep: Class 8 contains 94545 members 
Mstep: Class 9 contains 14657 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 10000 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129864 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108532 members 
Mstep: Class 17 contains 15475 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 124665 members 
Mstep: Class 25 contains 6578 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95052 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 35585 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1609 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87670 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 285 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4943 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199400.000000 Penalty: 49719.257812
Iteration 271Q: 80 clusters Score -5.81994e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10421 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 4675 members 
Mstep: Class 5 contains 32355 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 118785 members 
Mstep: Class 8 contains 94604 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9986 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129784 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108503 members 
Mstep: Class 17 contains 15462 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 6615 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95212 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 35640 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87549 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4916 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199292.000000 Penalty: 49719.257812
Iteration 272Q: 80 clusters Score -5.819929e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 3134 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 32348 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 118804 members 
Mstep: Class 8 contains 94651 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9967 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129678 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 108467 members 
Mstep: Class 17 contains 15453 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4880 members 
Mstep: Class 24 contains 124654 members 
Mstep: Class 25 contains 6641 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95388 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 35720 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1605 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87413 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4897 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199352.000000 Penalty: 49719.257812
Iteration 273Q: 80 clusters Score -5.819935e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 32337 members 
Mstep: Class 6 contains 11079 members 
Mstep: Class 7 contains 118822 members 
Mstep: Class 8 contains 94721 members 
Mstep: Class 9 contains 14672 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9959 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129580 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 108448 members 
Mstep: Class 17 contains 15441 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 124660 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95555 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 35758 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1600 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87254 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4887 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199476.000000 Penalty: 49719.257812
Iteration 274Q: 80 clusters Score -5.819948e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 32328 members 
Mstep: Class 6 contains 11102 members 
Mstep: Class 7 contains 118827 members 
Mstep: Class 8 contains 94803 members 
Mstep: Class 9 contains 14677 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129496 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 108455 members 
Mstep: Class 17 contains 15422 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 124657 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95716 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 35773 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1598 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 87107 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4869 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199552.000000 Penalty: 49719.257812
Iteration 275Q: 80 clusters Score -5.819955e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 32317 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 118841 members 
Mstep: Class 8 contains 94890 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129457 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 108443 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 124670 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 95877 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 35751 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1592 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86924 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4845 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199568.000000 Penalty: 49719.257812
Iteration 276Q: 80 clusters Score -5.819957e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 32314 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 118843 members 
Mstep: Class 8 contains 94988 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129434 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 108438 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 124669 members 
Mstep: Class 25 contains 6779 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96061 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 35690 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1582 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86731 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4836 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199412.000000 Penalty: 49719.257812
Iteration 277Q: 80 clusters Score -5.819941e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10222 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 32312 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 118843 members 
Mstep: Class 8 contains 95083 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129413 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 108447 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 124679 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96268 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 35655 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1575 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86499 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4816 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199444.000000 Penalty: 49719.257812
Iteration 278Q: 80 clusters Score -5.819944e+07 nChanged 924
Entering ConstructFrom: 
Score: -58199444.000000 Penalty: 49719.257812
Entering ConstructFrom: 
Trying to split cluster 1 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12212.224609 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -12212.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11934.391602 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11934.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12071.700195 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -12071.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12118.551758 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -12118.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12135.584961 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -12135.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12149.060547 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -12149.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12159.054688 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -12159.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12165.305664 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -12165.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12178.409180 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -12178.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12186.201172 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -12186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12190.592773 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -12190.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12197.740234 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -12197.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12204.556641 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -12204.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12206.428711 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -12206.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12207.598633 Penalty: 499.493347
	Iteration 13F: 3 clusters Score -12207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12210.478516 Penalty: 499.493347
	Iteration 14Q: 3 clusters Score -12210.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12214.477539 Penalty: 499.493347
	Iteration 15Q: 3 clusters Score -12214.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12218.270508 Penalty: 499.493347
	Iteration 16Q: 3 clusters Score -12218.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12218.270508 Penalty: 499.493347
	Iteration 17F: 3 clusters Score -12218.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129370 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 154 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198868.000000 Penalty: 50348.613281
Splitting cluster 1 changes total score from -58199444.000000 to -58198868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Entering Unmasked Estep 
Score: -625109.687500 Penalty: 419.900055
	Iteration 0F: 2 clusters Score -625109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -618341.625000 Penalty: 839.800110
	Iteration 0F: 3 clusters Score -618341.6 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -621080.937500 Penalty: 839.800110
	Iteration 1F: 3 clusters Score -621080.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -621305.500000 Penalty: 839.800110
	Iteration 2Q: 3 clusters Score -621305.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -621609.937500 Penalty: 839.800110
	Iteration 3F: 3 clusters Score -621609.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -621994.875000 Penalty: 839.800110
	Iteration 4F: 3 clusters Score -621994.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -622451.250000 Penalty: 839.800110
	Iteration 5F: 3 clusters Score -622451.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -622919.625000 Penalty: 839.800110
	Iteration 6F: 3 clusters Score -622919.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -623302.000000 Penalty: 839.800110
	Iteration 7Q: 3 clusters Score -623302 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -623574.250000 Penalty: 839.800110
	Iteration 8Q: 3 clusters Score -623574.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -623791.437500 Penalty: 839.800110
	Iteration 9Q: 3 clusters Score -623791.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -623976.375000 Penalty: 839.800110
	Iteration 10Q: 3 clusters Score -623976.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -624125.875000 Penalty: 839.800110
	Iteration 11Q: 3 clusters Score -624125.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -624224.250000 Penalty: 839.800110
	Iteration 12Q: 3 clusters Score -624224.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -624291.875000 Penalty: 839.800110
	Iteration 13Q: 3 clusters Score -624291.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -624336.187500 Penalty: 839.800110
	Iteration 14Q: 3 clusters Score -624336.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -624379.125000 Penalty: 839.800110
	Iteration 15Q: 3 clusters Score -624379.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -624418.812500 Penalty: 839.800110
	Iteration 16Q: 3 clusters Score -624418.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -624459.437500 Penalty: 839.800110
	Iteration 17Q: 3 clusters Score -624459.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -624495.312500 Penalty: 839.800110
	Iteration 18Q: 3 clusters Score -624495.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -624535.812500 Penalty: 839.800110
	Iteration 19Q: 3 clusters Score -624535.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -624569.062500 Penalty: 839.800110
	Iteration 20F: 3 clusters Score -624569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -624587.062500 Penalty: 839.800110
	Iteration 21Q: 3 clusters Score -624587.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -624603.187500 Penalty: 839.800110
	Iteration 22Q: 3 clusters Score -624603.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -624618.187500 Penalty: 839.800110
	Iteration 23Q: 3 clusters Score -624618.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -624628.750000 Penalty: 839.800110
	Iteration 24Q: 3 clusters Score -624628.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -624640.562500 Penalty: 839.800110
	Iteration 25Q: 3 clusters Score -624640.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -624652.500000 Penalty: 839.800110
	Iteration 26Q: 3 clusters Score -624652.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -624667.437500 Penalty: 839.800110
	Iteration 27Q: 3 clusters Score -624667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -624676.375000 Penalty: 839.800110
	Iteration 28Q: 3 clusters Score -624676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -624684.187500 Penalty: 839.800110
	Iteration 29Q: 3 clusters Score -624684.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -624687.375000 Penalty: 839.800110
	Iteration 30Q: 3 clusters Score -624687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -624690.937500 Penalty: 839.800110
	Iteration 31Q: 3 clusters Score -624690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -624696.375000 Penalty: 839.800110
	Iteration 32Q: 3 clusters Score -624696.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -624699.375000 Penalty: 839.800110
	Iteration 33Q: 3 clusters Score -624699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -624700.250000 Penalty: 839.800110
	Iteration 34Q: 3 clusters Score -624700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -624701.437500 Penalty: 839.800110
	Iteration 35Q: 3 clusters Score -624701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -624703.375000 Penalty: 839.800110
	Iteration 36Q: 3 clusters Score -624703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -624703.250000 Penalty: 839.800110
	Iteration 37Q: 3 clusters Score -624703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -624704.250000 Penalty: 839.800110
	Iteration 38Q: 3 clusters Score -624704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -624705.062500 Penalty: 839.800110
	Iteration 39Q: 3 clusters Score -624705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -624705.062500 Penalty: 839.800110
	Iteration 40F: 3 clusters Score -624705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -163545.640625 Penalty: 366.379486
	Iteration 0F: 2 clusters Score -163545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -161334.015625 Penalty: 732.758972
	Iteration 0F: 3 clusters Score -161334 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -162255.453125 Penalty: 732.758972
	Iteration 1F: 3 clusters Score -162255.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -162505.843750 Penalty: 732.758972
	Iteration 2F: 3 clusters Score -162505.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -162727.156250 Penalty: 732.758972
	Iteration 3F: 3 clusters Score -162727.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -162900.140625 Penalty: 732.758972
	Iteration 4F: 3 clusters Score -162900.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -163040.953125 Penalty: 732.758972
	Iteration 5F: 3 clusters Score -163041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -163171.906250 Penalty: 732.758972
	Iteration 6Q: 3 clusters Score -163171.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -163253.015625 Penalty: 732.758972
	Iteration 7Q: 3 clusters Score -163253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -163299.468750 Penalty: 732.758972
	Iteration 8Q: 3 clusters Score -163299.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -163335.000000 Penalty: 732.758972
	Iteration 9Q: 3 clusters Score -163335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -163361.890625 Penalty: 732.758972
	Iteration 10Q: 3 clusters Score -163361.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -163378.218750 Penalty: 732.758972
	Iteration 11Q: 3 clusters Score -163378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -163394.796875 Penalty: 732.758972
	Iteration 12Q: 3 clusters Score -163394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -163413.515625 Penalty: 732.758972
	Iteration 13Q: 3 clusters Score -163413.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -163429.484375 Penalty: 732.758972
	Iteration 14Q: 3 clusters Score -163429.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -163440.828125 Penalty: 732.758972
	Iteration 15Q: 3 clusters Score -163440.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -163449.296875 Penalty: 732.758972
	Iteration 16Q: 3 clusters Score -163449.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -163453.062500 Penalty: 732.758972
	Iteration 17Q: 3 clusters Score -163453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -163455.015625 Penalty: 732.758972
	Iteration 18Q: 3 clusters Score -163455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -163455.828125 Penalty: 732.758972
	Iteration 19Q: 3 clusters Score -163455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -163456.562500 Penalty: 732.758972
	Iteration 20F: 3 clusters Score -163456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -163456.750000 Penalty: 732.758972
	Iteration 21Q: 3 clusters Score -163456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -163457.328125 Penalty: 732.758972
	Iteration 22Q: 3 clusters Score -163457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -163457.640625 Penalty: 732.758972
	Iteration 23Q: 3 clusters Score -163457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -163457.718750 Penalty: 732.758972
	Iteration 24Q: 3 clusters Score -163457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -163457.953125 Penalty: 732.758972
	Iteration 25Q: 3 clusters Score -163458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -163457.953125 Penalty: 732.758972
	Iteration 26F: 3 clusters Score -163458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -295211.812500 Penalty: 386.052460
	Iteration 0F: 2 clusters Score -295211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -291994.750000 Penalty: 772.104919
	Iteration 0F: 3 clusters Score -291994.8 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -293177.093750 Penalty: 772.104919
	Iteration 1F: 3 clusters Score -293177.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -293355.187500 Penalty: 772.104919
	Iteration 2F: 3 clusters Score -293355.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -293545.250000 Penalty: 772.104919
	Iteration 3F: 3 clusters Score -293545.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -293755.812500 Penalty: 772.104919
	Iteration 4F: 3 clusters Score -293755.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -294006.718750 Penalty: 772.104919
	Iteration 5F: 3 clusters Score -294006.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -294304.343750 Penalty: 772.104919
	Iteration 6F: 3 clusters Score -294304.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -294554.593750 Penalty: 772.104919
	Iteration 7F: 3 clusters Score -294554.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -294716.812500 Penalty: 772.104919
	Iteration 8Q: 3 clusters Score -294716.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -294799.406250 Penalty: 772.104919
	Iteration 9Q: 3 clusters Score -294799.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -294833.625000 Penalty: 772.104919
	Iteration 10Q: 3 clusters Score -294833.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -294864.812500 Penalty: 772.104919
	Iteration 11Q: 3 clusters Score -294864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -294877.468750 Penalty: 772.104919
	Iteration 12Q: 3 clusters Score -294877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -294880.156250 Penalty: 772.104919
	Iteration 13Q: 3 clusters Score -294880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -294883.125000 Penalty: 772.104919
	Iteration 14Q: 3 clusters Score -294883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -294886.843750 Penalty: 772.104919
	Iteration 15Q: 3 clusters Score -294886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -294886.843750 Penalty: 772.104919
	Iteration 16F: 3 clusters Score -294886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Entering Unmasked Estep 
Score: -1943938.625000 Penalty: 472.431122
	Iteration 0F: 2 clusters Score -1943939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1922388.625000 Penalty: 944.862244
	Iteration 0F: 3 clusters Score -1922389 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1932230.125000 Penalty: 944.862244
	Iteration 1F: 3 clusters Score -1932230 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1933548.250000 Penalty: 944.862244
	Iteration 2F: 3 clusters Score -1933548 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1935423.250000 Penalty: 944.862244
	Iteration 3F: 3 clusters Score -1935423 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1937639.500000 Penalty: 944.862244
	Iteration 4F: 3 clusters Score -1937640 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1939638.500000 Penalty: 944.862244
	Iteration 5F: 3 clusters Score -1939638 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1940842.750000 Penalty: 944.862244
	Iteration 6Q: 3 clusters Score -1940843 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1941394.000000 Penalty: 944.862244
	Iteration 7Q: 3 clusters Score -1941394 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1941754.625000 Penalty: 944.862244
	Iteration 8Q: 3 clusters Score -1941755 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1942038.250000 Penalty: 944.862244
	Iteration 9Q: 3 clusters Score -1942038 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1942264.125000 Penalty: 944.862244
	Iteration 10Q: 3 clusters Score -1942264 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1942461.375000 Penalty: 944.862244
	Iteration 11Q: 3 clusters Score -1942461 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1942588.000000 Penalty: 944.862244
	Iteration 12Q: 3 clusters Score -1942588 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1942688.250000 Penalty: 944.862244
	Iteration 13Q: 3 clusters Score -1942688 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1942774.375000 Penalty: 944.862244
	Iteration 14Q: 3 clusters Score -1942774 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1942853.250000 Penalty: 944.862244
	Iteration 15Q: 3 clusters Score -1942853 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1942907.125000 Penalty: 944.862244
	Iteration 16Q: 3 clusters Score -1942907 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1942955.500000 Penalty: 944.862244
	Iteration 17Q: 3 clusters Score -1942956 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1942996.250000 Penalty: 944.862244
	Iteration 18Q: 3 clusters Score -1942996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1943042.250000 Penalty: 944.862244
	Iteration 19Q: 3 clusters Score -1943042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1943071.625000 Penalty: 944.862244
	Iteration 20F: 3 clusters Score -1943072 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1943110.500000 Penalty: 944.862244
	Iteration 21Q: 3 clusters Score -1943110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1943150.375000 Penalty: 944.862244
	Iteration 22Q: 3 clusters Score -1943150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1943205.625000 Penalty: 944.862244
	Iteration 23Q: 3 clusters Score -1943206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1943250.125000 Penalty: 944.862244
	Iteration 24Q: 3 clusters Score -1943250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1943276.000000 Penalty: 944.862244
	Iteration 25Q: 3 clusters Score -1943276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1943300.500000 Penalty: 944.862244
	Iteration 26Q: 3 clusters Score -1943300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1943321.125000 Penalty: 944.862244
	Iteration 27Q: 3 clusters Score -1943321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1943341.125000 Penalty: 944.862244
	Iteration 28Q: 3 clusters Score -1943341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1943370.375000 Penalty: 944.862244
	Iteration 29Q: 3 clusters Score -1943370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1943395.375000 Penalty: 944.862244
	Iteration 30Q: 3 clusters Score -1943395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1943410.500000 Penalty: 944.862244
	Iteration 31Q: 3 clusters Score -1943410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1943426.875000 Penalty: 944.862244
	Iteration 32Q: 3 clusters Score -1943427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1943449.750000 Penalty: 944.862244
	Iteration 33Q: 3 clusters Score -1943450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1943468.625000 Penalty: 944.862244
	Iteration 34Q: 3 clusters Score -1943469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1943493.500000 Penalty: 944.862244
	Iteration 35Q: 3 clusters Score -1943494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1943510.125000 Penalty: 944.862244
	Iteration 36Q: 3 clusters Score -1943510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1943531.375000 Penalty: 944.862244
	Iteration 37Q: 3 clusters Score -1943531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1943542.875000 Penalty: 944.862244
	Iteration 38Q: 3 clusters Score -1943543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1943559.125000 Penalty: 944.862244
	Iteration 39Q: 3 clusters Score -1943559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1943575.500000 Penalty: 944.862244
	Iteration 40F: 3 clusters Score -1943576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1943577.375000 Penalty: 944.862244
	Iteration 41Q: 3 clusters Score -1943577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1943582.250000 Penalty: 944.862244
	Iteration 42Q: 3 clusters Score -1943582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1943581.375000 Penalty: 944.862244
	Iteration 43Q: 3 clusters Score -1943581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1943582.625000 Penalty: 944.862244
	Iteration 44Q: 3 clusters Score -1943583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1943585.250000 Penalty: 944.862244
	Iteration 45Q: 3 clusters Score -1943585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1943585.875000 Penalty: 944.862244
	Iteration 46Q: 3 clusters Score -1943586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1943588.875000 Penalty: 944.862244
	Iteration 47Q: 3 clusters Score -1943589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1943590.000000 Penalty: 944.862244
	Iteration 48Q: 3 clusters Score -1943590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1943590.375000 Penalty: 944.862244
	Iteration 49Q: 3 clusters Score -1943590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1943591.875000 Penalty: 944.862244
	Iteration 50Q: 3 clusters Score -1943592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1943592.250000 Penalty: 944.862244
	Iteration 51Q: 3 clusters Score -1943592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1943589.750000 Penalty: 944.862244
	Iteration 52Q: 3 clusters Score -1943590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1943591.625000 Penalty: 944.862244
	Iteration 53Q: 3 clusters Score -1943592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1943593.875000 Penalty: 944.862244
	Iteration 54Q: 3 clusters Score -1943594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1943596.000000 Penalty: 944.862244
	Iteration 55Q: 3 clusters Score -1943596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1943602.000000 Penalty: 944.862244
	Iteration 56Q: 3 clusters Score -1943602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1943602.000000 Penalty: 944.862244
	Iteration 57Q: 3 clusters Score -1943602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1943603.750000 Penalty: 944.862244
	Iteration 58Q: 3 clusters Score -1943604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1943609.375000 Penalty: 944.862244
	Iteration 59Q: 3 clusters Score -1943609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1943611.250000 Penalty: 944.862244
	Iteration 60F: 3 clusters Score -1943611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1943609.250000 Penalty: 944.862244
	Iteration 61Q: 3 clusters Score -1943609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1943611.875000 Penalty: 944.862244
	Iteration 62Q: 3 clusters Score -1943612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1943617.250000 Penalty: 944.862244
	Iteration 63Q: 3 clusters Score -1943617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1943617.375000 Penalty: 944.862244
	Iteration 64Q: 3 clusters Score -1943617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1943616.375000 Penalty: 944.862244
	Iteration 65Q: 3 clusters Score -1943616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1943617.375000 Penalty: 944.862244
	Iteration 66Q: 3 clusters Score -1943617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1943623.625000 Penalty: 944.862244
	Iteration 67Q: 3 clusters Score -1943624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1943624.500000 Penalty: 944.862244
	Iteration 68Q: 3 clusters Score -1943624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1943629.125000 Penalty: 944.862244
	Iteration 69Q: 3 clusters Score -1943629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1943629.500000 Penalty: 944.862244
	Iteration 70Q: 3 clusters Score -1943630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1943629.375000 Penalty: 944.862244
	Iteration 71Q: 3 clusters Score -1943629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1943628.625000 Penalty: 944.862244
	Iteration 72Q: 3 clusters Score -1943629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1943629.750000 Penalty: 944.862244
	Iteration 73Q: 3 clusters Score -1943630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1943631.125000 Penalty: 944.862244
	Iteration 74Q: 3 clusters Score -1943631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1943631.500000 Penalty: 944.862244
	Iteration 75Q: 3 clusters Score -1943632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1943631.500000 Penalty: 944.862244
	Iteration 76F: 3 clusters Score -1943632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -668338.437500 Penalty: 423.958008
	Iteration 0F: 2 clusters Score -668338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -660909.625000 Penalty: 847.916016
	Iteration 0F: 3 clusters Score -660909.6 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -663877.312500 Penalty: 847.916016
	Iteration 1F: 3 clusters Score -663877.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -663987.687500 Penalty: 847.916016
	Iteration 2Q: 3 clusters Score -663987.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -664104.625000 Penalty: 847.916016
	Iteration 3Q: 3 clusters Score -664104.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -664270.750000 Penalty: 847.916016
	Iteration 4Q: 3 clusters Score -664270.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -664490.687500 Penalty: 847.916016
	Iteration 5Q: 3 clusters Score -664490.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -664790.000000 Penalty: 847.916016
	Iteration 6F: 3 clusters Score -664790 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -665237.437500 Penalty: 847.916016
	Iteration 7F: 3 clusters Score -665237.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -665908.687500 Penalty: 847.916016
	Iteration 8F: 3 clusters Score -665908.7 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -666692.125000 Penalty: 847.916016
	Iteration 9F: 3 clusters Score -666692.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -667346.687500 Penalty: 847.916016
	Iteration 10F: 3 clusters Score -667346.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -667692.625000 Penalty: 847.916016
	Iteration 11Q: 3 clusters Score -667692.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -667853.562500 Penalty: 847.916016
	Iteration 12Q: 3 clusters Score -667853.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -667922.312500 Penalty: 847.916016
	Iteration 13Q: 3 clusters Score -667922.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -667947.937500 Penalty: 847.916016
	Iteration 14Q: 3 clusters Score -667947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -667965.312500 Penalty: 847.916016
	Iteration 15Q: 3 clusters Score -667965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -667976.687500 Penalty: 847.916016
	Iteration 16Q: 3 clusters Score -667976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -667977.312500 Penalty: 847.916016
	Iteration 17Q: 3 clusters Score -667977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -667977.375000 Penalty: 847.916016
	Iteration 18Q: 3 clusters Score -667977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -667978.250000 Penalty: 847.916016
	Iteration 19Q: 3 clusters Score -667978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -667978.250000 Penalty: 847.916016
	Iteration 20F: 3 clusters Score -667978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118853 members 
Entering Unmasked Estep 
Score: -6981671.000000 Penalty: 531.696716
	Iteration 0F: 2 clusters Score -6981671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -6901539.000000 Penalty: 1063.393433
	Iteration 0F: 3 clusters Score -6901539 nChanged 58406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -6939016.000000 Penalty: 1063.393433
	Iteration 1F: 3 clusters Score -6939016 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -6943627.000000 Penalty: 1063.393433
	Iteration 2F: 3 clusters Score -6943627 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6950555.500000 Penalty: 1063.393433
	Iteration 3F: 3 clusters Score -6950556 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6957865.500000 Penalty: 1063.393433
	Iteration 4F: 3 clusters Score -6957866 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6962176.500000 Penalty: 1063.393433
	Iteration 5F: 3 clusters Score -6962176 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -6963862.500000 Penalty: 1063.393433
	Iteration 6Q: 3 clusters Score -6963862 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -6964699.500000 Penalty: 1063.393433
	Iteration 7Q: 3 clusters Score -6964700 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -6965312.500000 Penalty: 1063.393433
	Iteration 8Q: 3 clusters Score -6965312 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -6966025.500000 Penalty: 1063.393433
	Iteration 9Q: 3 clusters Score -6966026 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6966736.500000 Penalty: 1063.393433
	Iteration 10Q: 3 clusters Score -6966736 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6967479.500000 Penalty: 1063.393433
	Iteration 11Q: 3 clusters Score -6967480 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -6968210.500000 Penalty: 1063.393433
	Iteration 12Q: 3 clusters Score -6968210 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -6968978.000000 Penalty: 1063.393433
	Iteration 13Q: 3 clusters Score -6968978 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6969636.000000 Penalty: 1063.393433
	Iteration 14Q: 3 clusters Score -6969636 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6970326.500000 Penalty: 1063.393433
	Iteration 15Q: 3 clusters Score -6970326 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6971051.500000 Penalty: 1063.393433
	Iteration 16Q: 3 clusters Score -6971052 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6971632.500000 Penalty: 1063.393433
	Iteration 17Q: 3 clusters Score -6971632 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6972227.000000 Penalty: 1063.393433
	Iteration 18Q: 3 clusters Score -6972227 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -6972797.500000 Penalty: 1063.393433
	Iteration 19Q: 3 clusters Score -6972798 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -6973305.000000 Penalty: 1063.393433
	Iteration 20F: 3 clusters Score -6973305 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -6973838.500000 Penalty: 1063.393433
	Iteration 21Q: 3 clusters Score -6973838 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -6974344.000000 Penalty: 1063.393433
	Iteration 22Q: 3 clusters Score -6974344 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -6974898.500000 Penalty: 1063.393433
	Iteration 23Q: 3 clusters Score -6974898 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -6975489.500000 Penalty: 1063.393433
	Iteration 24Q: 3 clusters Score -6975490 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -6976040.000000 Penalty: 1063.393433
	Iteration 25Q: 3 clusters Score -6976040 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -6976600.000000 Penalty: 1063.393433
	Iteration 26Q: 3 clusters Score -6976600 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -6977152.500000 Penalty: 1063.393433
	Iteration 27Q: 3 clusters Score -6977152 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -6977684.500000 Penalty: 1063.393433
	Iteration 28Q: 3 clusters Score -6977684 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -6978291.000000 Penalty: 1063.393433
	Iteration 29Q: 3 clusters Score -6978291 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6978837.000000 Penalty: 1063.393433
	Iteration 30Q: 3 clusters Score -6978837 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6979407.000000 Penalty: 1063.393433
	Iteration 31Q: 3 clusters Score -6979407 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6979939.000000 Penalty: 1063.393433
	Iteration 32Q: 3 clusters Score -6979939 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6980359.000000 Penalty: 1063.393433
	Iteration 33Q: 3 clusters Score -6980359 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6980651.000000 Penalty: 1063.393433
	Iteration 34Q: 3 clusters Score -6980651 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6980859.500000 Penalty: 1063.393433
	Iteration 35Q: 3 clusters Score -6980860 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6981002.000000 Penalty: 1063.393433
	Iteration 36Q: 3 clusters Score -6981002 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117942 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6981114.000000 Penalty: 1063.393433
	Iteration 37Q: 3 clusters Score -6981114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6981173.500000 Penalty: 1063.393433
	Iteration 38Q: 3 clusters Score -6981174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118247 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6981225.000000 Penalty: 1063.393433
	Iteration 39Q: 3 clusters Score -6981225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6981247.500000 Penalty: 1063.393433
	Iteration 40F: 3 clusters Score -6981248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118388 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6981278.500000 Penalty: 1063.393433
	Iteration 41Q: 3 clusters Score -6981278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6981285.000000 Penalty: 1063.393433
	Iteration 42Q: 3 clusters Score -6981285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118450 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6981292.500000 Penalty: 1063.393433
	Iteration 43Q: 3 clusters Score -6981292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6981289.500000 Penalty: 1063.393433
	Iteration 44Q: 3 clusters Score -6981290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6981295.000000 Penalty: 1063.393433
	Iteration 45Q: 3 clusters Score -6981295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6981299.500000 Penalty: 1063.393433
	Iteration 46Q: 3 clusters Score -6981300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6981293.000000 Penalty: 1063.393433
	Iteration 47Q: 3 clusters Score -6981293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6981307.500000 Penalty: 1063.393433
	Iteration 48Q: 3 clusters Score -6981308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6981318.000000 Penalty: 1063.393433
	Iteration 49Q: 3 clusters Score -6981318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6981324.000000 Penalty: 1063.393433
	Iteration 50Q: 3 clusters Score -6981324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6981326.500000 Penalty: 1063.393433
	Iteration 51Q: 3 clusters Score -6981326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6981330.000000 Penalty: 1063.393433
	Iteration 52Q: 3 clusters Score -6981330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6981330.500000 Penalty: 1063.393433
	Iteration 53Q: 3 clusters Score -6981330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6981326.000000 Penalty: 1063.393433
	Iteration 54Q: 3 clusters Score -6981326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6981327.500000 Penalty: 1063.393433
	Iteration 55Q: 3 clusters Score -6981328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6981329.000000 Penalty: 1063.393433
	Iteration 56Q: 3 clusters Score -6981329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6981328.500000 Penalty: 1063.393433
	Iteration 57Q: 3 clusters Score -6981328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6981328.500000 Penalty: 1063.393433
	Iteration 58Q: 3 clusters Score -6981328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6981329.500000 Penalty: 1063.393433
	Iteration 59Q: 3 clusters Score -6981330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6981327.000000 Penalty: 1063.393433
	Iteration 60F: 3 clusters Score -6981327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Entering Unmasked Estep 
Score: -5753040.500000 Penalty: 521.590881
	Iteration 0F: 2 clusters Score -5753040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -5688698.000000 Penalty: 1043.181763
	Iteration 0F: 3 clusters Score -5688698 nChanged 46582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -5717395.000000 Penalty: 1043.181763
	Iteration 1F: 3 clusters Score -5717395 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -5718876.500000 Penalty: 1043.181763
	Iteration 2Q: 3 clusters Score -5718876 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -5721505.000000 Penalty: 1043.181763
	Iteration 3Q: 3 clusters Score -5721505 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -5725752.500000 Penalty: 1043.181763
	Iteration 4F: 3 clusters Score -5725752 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -5731629.000000 Penalty: 1043.181763
	Iteration 5F: 3 clusters Score -5731629 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -5737050.500000 Penalty: 1043.181763
	Iteration 6F: 3 clusters Score -5737050 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -5740285.000000 Penalty: 1043.181763
	Iteration 7F: 3 clusters Score -5740285 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -5742115.500000 Penalty: 1043.181763
	Iteration 8Q: 3 clusters Score -5742116 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -5743974.000000 Penalty: 1043.181763
	Iteration 9Q: 3 clusters Score -5743974 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -5745986.000000 Penalty: 1043.181763
	Iteration 10Q: 3 clusters Score -5745986 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -5747881.500000 Penalty: 1043.181763
	Iteration 11Q: 3 clusters Score -5747882 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -5749439.000000 Penalty: 1043.181763
	Iteration 12Q: 3 clusters Score -5749439 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -5750525.500000 Penalty: 1043.181763
	Iteration 13Q: 3 clusters Score -5750526 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -5751266.000000 Penalty: 1043.181763
	Iteration 14Q: 3 clusters Score -5751266 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -5751665.500000 Penalty: 1043.181763
	Iteration 15Q: 3 clusters Score -5751666 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -5751897.500000 Penalty: 1043.181763
	Iteration 16Q: 3 clusters Score -5751898 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -5752006.000000 Penalty: 1043.181763
	Iteration 17Q: 3 clusters Score -5752006 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -5752054.000000 Penalty: 1043.181763
	Iteration 18Q: 3 clusters Score -5752054 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -5752089.500000 Penalty: 1043.181763
	Iteration 19Q: 3 clusters Score -5752090 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -5752212.500000 Penalty: 1043.181763
	Iteration 20F: 3 clusters Score -5752212 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -5752265.000000 Penalty: 1043.181763
	Iteration 21Q: 3 clusters Score -5752265 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -5752303.500000 Penalty: 1043.181763
	Iteration 22Q: 3 clusters Score -5752304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -5752308.000000 Penalty: 1043.181763
	Iteration 23Q: 3 clusters Score -5752308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -5752310.500000 Penalty: 1043.181763
	Iteration 24Q: 3 clusters Score -5752310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -5752322.500000 Penalty: 1043.181763
	Iteration 25Q: 3 clusters Score -5752322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -5752324.000000 Penalty: 1043.181763
	Iteration 26Q: 3 clusters Score -5752324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -5752319.500000 Penalty: 1043.181763
	Iteration 27Q: 3 clusters Score -5752320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -5752313.000000 Penalty: 1043.181763
	Iteration 28Q: 3 clusters Score -5752313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -5752321.500000 Penalty: 1043.181763
	Iteration 29Q: 3 clusters Score -5752322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -5752333.000000 Penalty: 1043.181763
	Iteration 30Q: 3 clusters Score -5752333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -5752355.500000 Penalty: 1043.181763
	Iteration 31Q: 3 clusters Score -5752356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -5752356.000000 Penalty: 1043.181763
	Iteration 32Q: 3 clusters Score -5752356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -5752354.500000 Penalty: 1043.181763
	Iteration 33Q: 3 clusters Score -5752354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -5752355.500000 Penalty: 1043.181763
	Iteration 34Q: 3 clusters Score -5752356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -5752347.500000 Penalty: 1043.181763
	Iteration 35Q: 3 clusters Score -5752348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -5752353.500000 Penalty: 1043.181763
	Iteration 36Q: 3 clusters Score -5752354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -5752358.000000 Penalty: 1043.181763
	Iteration 37Q: 3 clusters Score -5752358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -5752356.500000 Penalty: 1043.181763
	Iteration 38Q: 3 clusters Score -5752356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -5752356.000000 Penalty: 1043.181763
	Iteration 39Q: 3 clusters Score -5752356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -5752365.500000 Penalty: 1043.181763
	Iteration 40F: 3 clusters Score -5752366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -5752356.500000 Penalty: 1043.181763
	Iteration 41Q: 3 clusters Score -5752356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5752366 nChanged 25
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Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5752363 nChanged 20
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Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5752358 nChanged 17
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5752364 nChanged 14
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	Iteration 50Q: 3 clusters Score -5752360 nChanged 13
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	Iteration 51Q: 3 clusters Score -5752357 nChanged 14
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Mstep: Class 1 contains 21944 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5752360 nChanged 11
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Mstep: Class 1 contains 21933 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5752353 nChanged 7
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Mstep: Class 1 contains 21916 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5752352 nChanged 13
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Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5752354 nChanged 7
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Mstep: Class 1 contains 21888 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5752352 nChanged 3
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Mstep: Class 1 contains 21876 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5752356 nChanged 4
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Mstep: Class 1 contains 21867 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5752353 nChanged 15
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	Iteration 64Q: 3 clusters Score -5752352 nChanged 12
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5752354 nChanged 3
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	Iteration 81Q: 3 clusters Score -5752356 nChanged 8
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	Iteration 82Q: 3 clusters Score -5752354 nChanged 11
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	Iteration 89Q: 3 clusters Score -5752345 nChanged 38
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	Iteration 92Q: 3 clusters Score -5752336 nChanged 28
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	Iteration 100F: 3 clusters Score -5752364 nChanged 32
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	Iteration 113Q: 3 clusters Score -5752377 nChanged 34
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	Iteration 114Q: 3 clusters Score -5752374 nChanged 40
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	Iteration 122Q: 3 clusters Score -5752365 nChanged 32
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	Iteration 123Q: 3 clusters Score -5752360 nChanged 30
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	Iteration 125Q: 3 clusters Score -5752364 nChanged 22
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	Iteration 126Q: 3 clusters Score -5752356 nChanged 21
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	Iteration 134Q: 3 clusters Score -5752348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -5752352.500000 Penalty: 1043.181763
	Iteration 135Q: 3 clusters Score -5752352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -5752352.500000 Penalty: 1043.181763
	Iteration 136Q: 3 clusters Score -5752352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -5752356.500000 Penalty: 1043.181763
	Iteration 137Q: 3 clusters Score -5752356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -5752356.500000 Penalty: 1043.181763
	Iteration 138Q: 3 clusters Score -5752356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -5752371.000000 Penalty: 1043.181763
	Iteration 139Q: 3 clusters Score -5752371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -5752373.000000 Penalty: 1043.181763
	Iteration 140F: 3 clusters Score -5752373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -5752376.500000 Penalty: 1043.181763
	Iteration 141Q: 3 clusters Score -5752376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -5752374.000000 Penalty: 1043.181763
	Iteration 142Q: 3 clusters Score -5752374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -5752374.000000 Penalty: 1043.181763
	Iteration 143Q: 3 clusters Score -5752374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -5752380.000000 Penalty: 1043.181763
	Iteration 144Q: 3 clusters Score -5752380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -5752381.000000 Penalty: 1043.181763
	Iteration 145Q: 3 clusters Score -5752381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -5752382.500000 Penalty: 1043.181763
	Iteration 146Q: 3 clusters Score -5752382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -5752385.000000 Penalty: 1043.181763
	Iteration 147Q: 3 clusters Score -5752385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -5752385.000000 Penalty: 1043.181763
	Iteration 148Q: 3 clusters Score -5752385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -5752384.000000 Penalty: 1043.181763
	Iteration 149Q: 3 clusters Score -5752384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -5752386.500000 Penalty: 1043.181763
	Iteration 150Q: 3 clusters Score -5752386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -5752387.500000 Penalty: 1043.181763
	Iteration 151Q: 3 clusters Score -5752388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -5752388.500000 Penalty: 1043.181763
	Iteration 152Q: 3 clusters Score -5752388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -5752388.500000 Penalty: 1043.181763
	Iteration 153F: 3 clusters Score -5752388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -891879.625000 Penalty: 436.537964
	Iteration 0F: 2 clusters Score -891879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -882007.937500 Penalty: 873.075928
	Iteration 0F: 3 clusters Score -882007.9 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -886324.375000 Penalty: 873.075928
	Iteration 1F: 3 clusters Score -886324.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -886953.625000 Penalty: 873.075928
	Iteration 2F: 3 clusters Score -886953.6 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -887606.375000 Penalty: 873.075928
	Iteration 3F: 3 clusters Score -887606.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -888207.500000 Penalty: 873.075928
	Iteration 4F: 3 clusters Score -888207.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -888721.562500 Penalty: 873.075928
	Iteration 5F: 3 clusters Score -888721.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -889073.375000 Penalty: 873.075928
	Iteration 6F: 3 clusters Score -889073.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -889367.687500 Penalty: 873.075928
	Iteration 7Q: 3 clusters Score -889367.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -889646.437500 Penalty: 873.075928
	Iteration 8Q: 3 clusters Score -889646.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -889884.250000 Penalty: 873.075928
	Iteration 9Q: 3 clusters Score -889884.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -890077.312500 Penalty: 873.075928
	Iteration 10Q: 3 clusters Score -890077.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -890295.125000 Penalty: 873.075928
	Iteration 11Q: 3 clusters Score -890295.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -890491.625000 Penalty: 873.075928
	Iteration 12Q: 3 clusters Score -890491.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -890652.375000 Penalty: 873.075928
	Iteration 13Q: 3 clusters Score -890652.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -890793.375000 Penalty: 873.075928
	Iteration 14Q: 3 clusters Score -890793.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -890907.562500 Penalty: 873.075928
	Iteration 15Q: 3 clusters Score -890907.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -891003.812500 Penalty: 873.075928
	Iteration 16Q: 3 clusters Score -891003.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -891086.437500 Penalty: 873.075928
	Iteration 17Q: 3 clusters Score -891086.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -891160.875000 Penalty: 873.075928
	Iteration 18Q: 3 clusters Score -891160.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -891216.750000 Penalty: 873.075928
	Iteration 19Q: 3 clusters Score -891216.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -891279.937500 Penalty: 873.075928
	Iteration 20F: 3 clusters Score -891279.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -891329.812500 Penalty: 873.075928
	Iteration 21Q: 3 clusters Score -891329.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -891363.500000 Penalty: 873.075928
	Iteration 22Q: 3 clusters Score -891363.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -891383.750000 Penalty: 873.075928
	Iteration 23Q: 3 clusters Score -891383.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -891405.750000 Penalty: 873.075928
	Iteration 24Q: 3 clusters Score -891405.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -891423.125000 Penalty: 873.075928
	Iteration 25Q: 3 clusters Score -891423.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -891442.562500 Penalty: 873.075928
	Iteration 26Q: 3 clusters Score -891442.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -891451.937500 Penalty: 873.075928
	Iteration 27Q: 3 clusters Score -891451.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -891459.000000 Penalty: 873.075928
	Iteration 28Q: 3 clusters Score -891459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -891467.250000 Penalty: 873.075928
	Iteration 29Q: 3 clusters Score -891467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -891472.125000 Penalty: 873.075928
	Iteration 30Q: 3 clusters Score -891472.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -891475.875000 Penalty: 873.075928
	Iteration 31Q: 3 clusters Score -891475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -891479.500000 Penalty: 873.075928
	Iteration 32Q: 3 clusters Score -891479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -891480.812500 Penalty: 873.075928
	Iteration 33Q: 3 clusters Score -891480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -891483.000000 Penalty: 873.075928
	Iteration 34Q: 3 clusters Score -891483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -891485.875000 Penalty: 873.075928
	Iteration 35Q: 3 clusters Score -891485.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -891489.312500 Penalty: 873.075928
	Iteration 36Q: 3 clusters Score -891489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -891496.187500 Penalty: 873.075928
	Iteration 37Q: 3 clusters Score -891496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -891502.187500 Penalty: 873.075928
	Iteration 38Q: 3 clusters Score -891502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -891505.125000 Penalty: 873.075928
	Iteration 39Q: 3 clusters Score -891505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -891508.562500 Penalty: 873.075928
	Iteration 40F: 3 clusters Score -891508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -891510.375000 Penalty: 873.075928
	Iteration 41Q: 3 clusters Score -891510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -891510.687500 Penalty: 873.075928
	Iteration 42Q: 3 clusters Score -891510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -891511.875000 Penalty: 873.075928
	Iteration 43Q: 3 clusters Score -891511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -891513.375000 Penalty: 873.075928
	Iteration 44Q: 3 clusters Score -891513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -891516.000000 Penalty: 873.075928
	Iteration 45Q: 3 clusters Score -891516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -891518.000000 Penalty: 873.075928
	Iteration 46Q: 3 clusters Score -891518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -891519.750000 Penalty: 873.075928
	Iteration 47Q: 3 clusters Score -891519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -891523.312500 Penalty: 873.075928
	Iteration 48Q: 3 clusters Score -891523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -891528.000000 Penalty: 873.075928
	Iteration 49Q: 3 clusters Score -891528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -891532.625000 Penalty: 873.075928
	Iteration 50Q: 3 clusters Score -891532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -891535.750000 Penalty: 873.075928
	Iteration 51Q: 3 clusters Score -891535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -891540.750000 Penalty: 873.075928
	Iteration 52Q: 3 clusters Score -891540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -891545.875000 Penalty: 873.075928
	Iteration 53Q: 3 clusters Score -891545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -891555.500000 Penalty: 873.075928
	Iteration 54Q: 3 clusters Score -891555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -891562.437500 Penalty: 873.075928
	Iteration 55Q: 3 clusters Score -891562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -891563.937500 Penalty: 873.075928
	Iteration 56Q: 3 clusters Score -891563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -891566.250000 Penalty: 873.075928
	Iteration 57Q: 3 clusters Score -891566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -891568.937500 Penalty: 873.075928
	Iteration 58Q: 3 clusters Score -891568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -891570.500000 Penalty: 873.075928
	Iteration 59Q: 3 clusters Score -891570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -891570.875000 Penalty: 873.075928
	Iteration 60F: 3 clusters Score -891570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -891571.125000 Penalty: 873.075928
	Iteration 61Q: 3 clusters Score -891571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -891572.312500 Penalty: 873.075928
	Iteration 62Q: 3 clusters Score -891572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -891573.375000 Penalty: 873.075928
	Iteration 63Q: 3 clusters Score -891573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -891574.125000 Penalty: 873.075928
	Iteration 64Q: 3 clusters Score -891574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -891574.687500 Penalty: 873.075928
	Iteration 65Q: 3 clusters Score -891574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -891575.562500 Penalty: 873.075928
	Iteration 66Q: 3 clusters Score -891575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -891575.000000 Penalty: 873.075928
	Iteration 67Q: 3 clusters Score -891575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -891575.375000 Penalty: 873.075928
	Iteration 68Q: 3 clusters Score -891575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -891575.375000 Penalty: 873.075928
	Iteration 69F: 3 clusters Score -891575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -32882.480469 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -32882.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32382.917969 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -32382.92 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32569.880859 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -32569.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32644.335938 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -32644.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32746.886719 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -32746.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32864.214844 Penalty: 568.923279
	Iteration 4F: 3 clusters Score -32864.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32942.984375 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -32942.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33067.476562 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -33067.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33196.937500 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -33196.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33206.062500 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -33206.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33212.019531 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -33212.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33216.050781 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -33216.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33229.183594 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -33229.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33245.781250 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -33245.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33257.277344 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -33257.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33260.511719 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -33260.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33261.707031 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -33261.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33265.687500 Penalty: 568.923279
	Iteration 16Q: 3 clusters Score -33265.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33268.011719 Penalty: 568.923279
	Iteration 17Q: 3 clusters Score -33268.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33269.531250 Penalty: 568.923279
	Iteration 18Q: 3 clusters Score -33269.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33270.691406 Penalty: 568.923279
	Iteration 19Q: 3 clusters Score -33270.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33272.523438 Penalty: 568.923279
	Iteration 20F: 3 clusters Score -33272.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33274.492188 Penalty: 568.923279
	Iteration 21Q: 3 clusters Score -33274.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33275.636719 Penalty: 568.923279
	Iteration 22Q: 3 clusters Score -33275.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33276.507812 Penalty: 568.923279
	Iteration 23Q: 3 clusters Score -33276.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33276.910156 Penalty: 568.923279
	Iteration 24Q: 3 clusters Score -33276.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33279.730469 Penalty: 568.923279
	Iteration 25Q: 3 clusters Score -33279.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33283.730469 Penalty: 568.923279
	Iteration 26Q: 3 clusters Score -33283.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33284.347656 Penalty: 568.923279
	Iteration 27Q: 3 clusters Score -33284.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33288.054688 Penalty: 568.923279
	Iteration 28Q: 3 clusters Score -33288.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33305.796875 Penalty: 568.923279
	Iteration 29Q: 3 clusters Score -33305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33321.394531 Penalty: 568.923279
	Iteration 30Q: 3 clusters Score -33321.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33324.628906 Penalty: 568.923279
	Iteration 31Q: 3 clusters Score -33324.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33325.925781 Penalty: 568.923279
	Iteration 32Q: 3 clusters Score -33325.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33327.964844 Penalty: 568.923279
	Iteration 33Q: 3 clusters Score -33327.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33327.964844 Penalty: 568.923279
	Iteration 34F: 3 clusters Score -33327.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 153 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129370 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199368.000000 Penalty: 50348.613281
Splitting cluster 10 changes total score from -58199444.000000 to -58199368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -6033.097168 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -6033.097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5819.343262 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5819.343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5947.894043 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5947.894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6039.327148 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -6039.327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6089.110840 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -6089.111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6117.166016 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -6117.166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6130.500977 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -6130.501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6144.128906 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -6144.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6144.128906 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -6144.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 85 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 129370 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 69 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58198944.000000 Penalty: 50348.613281
Splitting cluster 11 changes total score from -58199444.000000 to -58198944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Entering Unmasked Estep 
Score: -599599.812500 Penalty: 418.856140
	Iteration 0F: 2 clusters Score -599599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -592945.562500 Penalty: 837.712280
	Iteration 0F: 3 clusters Score -592945.6 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -595885.937500 Penalty: 837.712280
	Iteration 1F: 3 clusters Score -595885.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -596094.437500 Penalty: 837.712280
	Iteration 2F: 3 clusters Score -596094.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -596319.937500 Penalty: 837.712280
	Iteration 3Q: 3 clusters Score -596319.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -596657.125000 Penalty: 837.712280
	Iteration 4Q: 3 clusters Score -596657.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -597046.250000 Penalty: 837.712280
	Iteration 5F: 3 clusters Score -597046.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -597351.937500 Penalty: 837.712280
	Iteration 6F: 3 clusters Score -597351.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -597496.312500 Penalty: 837.712280
	Iteration 7Q: 3 clusters Score -597496.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -597588.437500 Penalty: 837.712280
	Iteration 8Q: 3 clusters Score -597588.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -597664.187500 Penalty: 837.712280
	Iteration 9Q: 3 clusters Score -597664.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -597739.937500 Penalty: 837.712280
	Iteration 10Q: 3 clusters Score -597739.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -597801.687500 Penalty: 837.712280
	Iteration 11Q: 3 clusters Score -597801.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -597868.187500 Penalty: 837.712280
	Iteration 12Q: 3 clusters Score -597868.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -597929.812500 Penalty: 837.712280
	Iteration 13Q: 3 clusters Score -597929.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -598001.500000 Penalty: 837.712280
	Iteration 14Q: 3 clusters Score -598001.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -598081.312500 Penalty: 837.712280
	Iteration 15Q: 3 clusters Score -598081.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -598177.437500 Penalty: 837.712280
	Iteration 16Q: 3 clusters Score -598177.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -598290.187500 Penalty: 837.712280
	Iteration 17Q: 3 clusters Score -598290.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -598392.250000 Penalty: 837.712280
	Iteration 18Q: 3 clusters Score -598392.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -598487.687500 Penalty: 837.712280
	Iteration 19Q: 3 clusters Score -598487.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -598589.875000 Penalty: 837.712280
	Iteration 20F: 3 clusters Score -598589.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -598676.375000 Penalty: 837.712280
	Iteration 21Q: 3 clusters Score -598676.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -598755.875000 Penalty: 837.712280
	Iteration 22Q: 3 clusters Score -598755.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -598814.000000 Penalty: 837.712280
	Iteration 23Q: 3 clusters Score -598814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -598870.000000 Penalty: 837.712280
	Iteration 24Q: 3 clusters Score -598870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -598920.375000 Penalty: 837.712280
	Iteration 25Q: 3 clusters Score -598920.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -598977.750000 Penalty: 837.712280
	Iteration 26Q: 3 clusters Score -598977.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -599035.812500 Penalty: 837.712280
	Iteration 27Q: 3 clusters Score -599035.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -599075.375000 Penalty: 837.712280
	Iteration 28Q: 3 clusters Score -599075.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -599097.187500 Penalty: 837.712280
	Iteration 29Q: 3 clusters Score -599097.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -599119.562500 Penalty: 837.712280
	Iteration 30Q: 3 clusters Score -599119.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -599137.750000 Penalty: 837.712280
	Iteration 31Q: 3 clusters Score -599137.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -599153.187500 Penalty: 837.712280
	Iteration 32Q: 3 clusters Score -599153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -599167.625000 Penalty: 837.712280
	Iteration 33Q: 3 clusters Score -599167.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -599178.937500 Penalty: 837.712280
	Iteration 34Q: 3 clusters Score -599178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -599199.000000 Penalty: 837.712280
	Iteration 35Q: 3 clusters Score -599199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -599218.437500 Penalty: 837.712280
	Iteration 36Q: 3 clusters Score -599218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -599227.437500 Penalty: 837.712280
	Iteration 37Q: 3 clusters Score -599227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -599237.875000 Penalty: 837.712280
	Iteration 38Q: 3 clusters Score -599237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -599244.187500 Penalty: 837.712280
	Iteration 39Q: 3 clusters Score -599244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -599246.062500 Penalty: 837.712280
	Iteration 40F: 3 clusters Score -599246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -599247.875000 Penalty: 837.712280
	Iteration 41Q: 3 clusters Score -599247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -599248.687500 Penalty: 837.712280
	Iteration 42Q: 3 clusters Score -599248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -599248.937500 Penalty: 837.712280
	Iteration 43Q: 3 clusters Score -599248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -599249.187500 Penalty: 837.712280
	Iteration 44Q: 3 clusters Score -599249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -599249.187500 Penalty: 837.712280
	Iteration 45F: 3 clusters Score -599249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Entering Unmasked Estep 
Score: -4374291.000000 Penalty: 509.452026
	Iteration 0F: 2 clusters Score -4374291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4325019.500000 Penalty: 1018.904053
	Iteration 0F: 3 clusters Score -4325020 nChanged 35677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4346225.500000 Penalty: 1018.904053
	Iteration 1F: 3 clusters Score -4346226 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4346681.000000 Penalty: 1018.904053
	Iteration 2Q: 3 clusters Score -4346681 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4347282.500000 Penalty: 1018.904053
	Iteration 3Q: 3 clusters Score -4347282 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -4348268.500000 Penalty: 1018.904053
	Iteration 4Q: 3 clusters Score -4348268 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -4349886.000000 Penalty: 1018.904053
	Iteration 5Q: 3 clusters Score -4349886 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4352426.500000 Penalty: 1018.904053
	Iteration 6F: 3 clusters Score -4352426 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -4355981.500000 Penalty: 1018.904053
	Iteration 7F: 3 clusters Score -4355982 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -4359710.000000 Penalty: 1018.904053
	Iteration 8F: 3 clusters Score -4359710 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -4362550.500000 Penalty: 1018.904053
	Iteration 9F: 3 clusters Score -4362550 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -4363950.500000 Penalty: 1018.904053
	Iteration 10Q: 3 clusters Score -4363950 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -4364844.000000 Penalty: 1018.904053
	Iteration 11Q: 3 clusters Score -4364844 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -4365696.000000 Penalty: 1018.904053
	Iteration 12Q: 3 clusters Score -4365696 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -4366541.500000 Penalty: 1018.904053
	Iteration 13Q: 3 clusters Score -4366542 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -4367397.500000 Penalty: 1018.904053
	Iteration 14Q: 3 clusters Score -4367398 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -4368330.500000 Penalty: 1018.904053
	Iteration 15Q: 3 clusters Score -4368330 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -4369300.000000 Penalty: 1018.904053
	Iteration 16Q: 3 clusters Score -4369300 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -4370179.000000 Penalty: 1018.904053
	Iteration 17Q: 3 clusters Score -4370179 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -4371002.500000 Penalty: 1018.904053
	Iteration 18Q: 3 clusters Score -4371002 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -4371770.000000 Penalty: 1018.904053
	Iteration 19Q: 3 clusters Score -4371770 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -4372356.000000 Penalty: 1018.904053
	Iteration 20F: 3 clusters Score -4372356 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -4372854.000000 Penalty: 1018.904053
	Iteration 21Q: 3 clusters Score -4372854 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -4373259.500000 Penalty: 1018.904053
	Iteration 22Q: 3 clusters Score -4373260 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -4373548.000000 Penalty: 1018.904053
	Iteration 23Q: 3 clusters Score -4373548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -4373713.000000 Penalty: 1018.904053
	Iteration 24Q: 3 clusters Score -4373713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -4373772.000000 Penalty: 1018.904053
	Iteration 25Q: 3 clusters Score -4373772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -4373796.000000 Penalty: 1018.904053
	Iteration 26Q: 3 clusters Score -4373796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -4373810.000000 Penalty: 1018.904053
	Iteration 27Q: 3 clusters Score -4373810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -4373821.000000 Penalty: 1018.904053
	Iteration 28Q: 3 clusters Score -4373821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -4373832.000000 Penalty: 1018.904053
	Iteration 29Q: 3 clusters Score -4373832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -4373839.500000 Penalty: 1018.904053
	Iteration 30Q: 3 clusters Score -4373840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -4373843.000000 Penalty: 1018.904053
	Iteration 31Q: 3 clusters Score -4373843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -4373849.500000 Penalty: 1018.904053
	Iteration 32Q: 3 clusters Score -4373850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -4373853.000000 Penalty: 1018.904053
	Iteration 33Q: 3 clusters Score -4373853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -4373860.500000 Penalty: 1018.904053
	Iteration 34Q: 3 clusters Score -4373860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -4373860.500000 Penalty: 1018.904053
	Iteration 35Q: 3 clusters Score -4373860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4373858.000000 Penalty: 1018.904053
	Iteration 36Q: 3 clusters Score -4373858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -4373859.000000 Penalty: 1018.904053
	Iteration 37Q: 3 clusters Score -4373859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -4373859.000000 Penalty: 1018.904053
	Iteration 38F: 3 clusters Score -4373859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Entering Unmasked Estep 
Score: -7783752.000000 Penalty: 535.554626
	Iteration 0F: 2 clusters Score -7783752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7698262.000000 Penalty: 1071.109253
	Iteration 0F: 3 clusters Score -7698262 nChanged 63345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -7737176.000000 Penalty: 1071.109253
	Iteration 1F: 3 clusters Score -7737176 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -7739242.500000 Penalty: 1071.109253
	Iteration 2Q: 3 clusters Score -7739242 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -7743011.000000 Penalty: 1071.109253
	Iteration 3Q: 3 clusters Score -7743011 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -7749585.000000 Penalty: 1071.109253
	Iteration 4F: 3 clusters Score -7749585 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7758710.000000 Penalty: 1071.109253
	Iteration 5F: 3 clusters Score -7758710 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -7766558.500000 Penalty: 1071.109253
	Iteration 6F: 3 clusters Score -7766558 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -7770223.500000 Penalty: 1071.109253
	Iteration 7F: 3 clusters Score -7770224 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -7772219.500000 Penalty: 1071.109253
	Iteration 8Q: 3 clusters Score -7772220 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -7773876.000000 Penalty: 1071.109253
	Iteration 9Q: 3 clusters Score -7773876 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -7775601.000000 Penalty: 1071.109253
	Iteration 10Q: 3 clusters Score -7775601 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -7777164.500000 Penalty: 1071.109253
	Iteration 11Q: 3 clusters Score -7777164 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -7778878.000000 Penalty: 1071.109253
	Iteration 12Q: 3 clusters Score -7778878 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -7780330.000000 Penalty: 1071.109253
	Iteration 13Q: 3 clusters Score -7780330 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7781384.500000 Penalty: 1071.109253
	Iteration 14Q: 3 clusters Score -7781384 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7782076.000000 Penalty: 1071.109253
	Iteration 15Q: 3 clusters Score -7782076 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -7782405.000000 Penalty: 1071.109253
	Iteration 16Q: 3 clusters Score -7782405 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7782562.500000 Penalty: 1071.109253
	Iteration 17Q: 3 clusters Score -7782562 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7782689.500000 Penalty: 1071.109253
	Iteration 18Q: 3 clusters Score -7782690 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -7782769.500000 Penalty: 1071.109253
	Iteration 19Q: 3 clusters Score -7782770 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -7782797.500000 Penalty: 1071.109253
	Iteration 20F: 3 clusters Score -7782798 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -7782837.500000 Penalty: 1071.109253
	Iteration 21Q: 3 clusters Score -7782838 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -7782857.500000 Penalty: 1071.109253
	Iteration 22Q: 3 clusters Score -7782858 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7782906.500000 Penalty: 1071.109253
	Iteration 23Q: 3 clusters Score -7782906 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7782929.000000 Penalty: 1071.109253
	Iteration 24Q: 3 clusters Score -7782929 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -7782999.500000 Penalty: 1071.109253
	Iteration 25Q: 3 clusters Score -7783000 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -7783004.000000 Penalty: 1071.109253
	Iteration 26Q: 3 clusters Score -7783004 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -7783027.000000 Penalty: 1071.109253
	Iteration 27Q: 3 clusters Score -7783027 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -7783027.500000 Penalty: 1071.109253
	Iteration 28Q: 3 clusters Score -7783028 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -7783006.000000 Penalty: 1071.109253
	Iteration 29Q: 3 clusters Score -7783006 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -7783023.000000 Penalty: 1071.109253
	Iteration 30Q: 3 clusters Score -7783023 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -7783058.500000 Penalty: 1071.109253
	Iteration 31Q: 3 clusters Score -7783058 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7783028 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7783060 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7783076 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7783094 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7783093 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7783112 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -7783123.500000 Penalty: 1071.109253
	Iteration 38Q: 3 clusters Score -7783124 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -7783141.000000 Penalty: 1071.109253
	Iteration 39Q: 3 clusters Score -7783141 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7783196 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7783213 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7783254 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7783276 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7783296 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7783350 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7783370 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -7783382.500000 Penalty: 1071.109253
	Iteration 47Q: 3 clusters Score -7783382 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -7783411.000000 Penalty: 1071.109253
	Iteration 48Q: 3 clusters Score -7783411 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -7783408.000000 Penalty: 1071.109253
	Iteration 49Q: 3 clusters Score -7783408 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7783427.000000 Penalty: 1071.109253
	Iteration 50Q: 3 clusters Score -7783427 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7783476 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7783499 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7783509 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7783538 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7783594 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -7783622.500000 Penalty: 1071.109253
	Iteration 56Q: 3 clusters Score -7783622 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7783656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7783676 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7783695 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7783739.500000 Penalty: 1071.109253
	Iteration 60F: 3 clusters Score -7783740 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7783735 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7783786 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7783782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7783840 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -7783846.000000 Penalty: 1071.109253
	Iteration 65Q: 3 clusters Score -7783846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -7783911.500000 Penalty: 1071.109253
	Iteration 66Q: 3 clusters Score -7783912 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7783891 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7783936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -7783930.500000 Penalty: 1071.109253
	Iteration 69Q: 3 clusters Score -7783930 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -7783943.500000 Penalty: 1071.109253
	Iteration 70Q: 3 clusters Score -7783944 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -7783960.500000 Penalty: 1071.109253
	Iteration 71Q: 3 clusters Score -7783960 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7783962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7783955.500000 Penalty: 1071.109253
	Iteration 73Q: 3 clusters Score -7783956 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7783982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7783980 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7783988 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7784017.000000 Penalty: 1071.109253
	Iteration 77Q: 3 clusters Score -7784017 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7784036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -7784038.000000 Penalty: 1071.109253
	Iteration 79Q: 3 clusters Score -7784038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -7784042.000000 Penalty: 1071.109253
	Iteration 80F: 3 clusters Score -7784042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7784047 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7784041.500000 Penalty: 1071.109253
	Iteration 82Q: 3 clusters Score -7784042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -7784058.500000 Penalty: 1071.109253
	Iteration 83Q: 3 clusters Score -7784058 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7784071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -7784062.500000 Penalty: 1071.109253
	Iteration 85Q: 3 clusters Score -7784062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -7784075.000000 Penalty: 1071.109253
	Iteration 86Q: 3 clusters Score -7784075 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7784073 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7784074 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7784085.000000 Penalty: 1071.109253
	Iteration 89Q: 3 clusters Score -7784085 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7784091 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7784093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -7784103.500000 Penalty: 1071.109253
	Iteration 92Q: 3 clusters Score -7784104 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -7784133.000000 Penalty: 1071.109253
	Iteration 93Q: 3 clusters Score -7784133 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7784136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -7784121.000000 Penalty: 1071.109253
	Iteration 95Q: 3 clusters Score -7784121 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7784134 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -7784142.500000 Penalty: 1071.109253
	Iteration 97Q: 3 clusters Score -7784142 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7784158.000000 Penalty: 1071.109253
	Iteration 98Q: 3 clusters Score -7784158 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7784167.500000 Penalty: 1071.109253
	Iteration 99Q: 3 clusters Score -7784168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7784176.500000 Penalty: 1071.109253
	Iteration 100F: 3 clusters Score -7784176 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -7784162.000000 Penalty: 1071.109253
	Iteration 101Q: 3 clusters Score -7784162 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7784149.000000 Penalty: 1071.109253
	Iteration 102Q: 3 clusters Score -7784149 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7784149 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7784145.000000 Penalty: 1071.109253
	Iteration 104Q: 3 clusters Score -7784145 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7784148 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -7784150.000000 Penalty: 1071.109253
	Iteration 106Q: 3 clusters Score -7784150 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -7784132.000000 Penalty: 1071.109253
	Iteration 107Q: 3 clusters Score -7784132 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7784137.500000 Penalty: 1071.109253
	Iteration 108Q: 3 clusters Score -7784138 nChanged 39
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Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7784143.500000 Penalty: 1071.109253
	Iteration 109Q: 3 clusters Score -7784144 nChanged 45
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Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7784137 nChanged 37
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Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7784131.000000 Penalty: 1071.109253
	Iteration 111Q: 3 clusters Score -7784131 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7784140.000000 Penalty: 1071.109253
	Iteration 112Q: 3 clusters Score -7784140 nChanged 44
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Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7784145 nChanged 40
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Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7784159.000000 Penalty: 1071.109253
	Iteration 114Q: 3 clusters Score -7784159 nChanged 38
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Mstep: Class 1 contains 98971 members 
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Entering Unmasked Estep 
Score: -7784161.500000 Penalty: 1071.109253
	Iteration 115Q: 3 clusters Score -7784162 nChanged 50
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Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -7784165.000000 Penalty: 1071.109253
	Iteration 116Q: 3 clusters Score -7784165 nChanged 55
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Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7784165 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -7784172.500000 Penalty: 1071.109253
	Iteration 118Q: 3 clusters Score -7784172 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -7784168.500000 Penalty: 1071.109253
	Iteration 119Q: 3 clusters Score -7784168 nChanged 55
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Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -7784172.000000 Penalty: 1071.109253
	Iteration 120F: 3 clusters Score -7784172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -7784160.000000 Penalty: 1071.109253
	Iteration 121Q: 3 clusters Score -7784160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99410 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -7784164.000000 Penalty: 1071.109253
	Iteration 122Q: 3 clusters Score -7784164 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -7784177.000000 Penalty: 1071.109253
	Iteration 123Q: 3 clusters Score -7784177 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7784168 nChanged 69
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Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7784160 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7784165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7784188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7784186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7784196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7784193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7784191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7784185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7784197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7784203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7784212 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7784194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7784200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7784200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7784210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7784215.000000 Penalty: 1071.109253
	Iteration 140F: 3 clusters Score -7784215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7784211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7784208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7784196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7784192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7784199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7784198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7784200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7784184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7784186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7784188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -7784202.500000 Penalty: 1071.109253
	Iteration 151Q: 3 clusters Score -7784202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7784210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7784208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7784202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7784212 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7784206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7784211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7784214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7784214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7784206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7784208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7784228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7784250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7784248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7784254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7784246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7784244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7784242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7784238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7784236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7784248 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -7784232.500000 Penalty: 1071.109253
	Iteration 172Q: 3 clusters Score -7784232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7784243 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7784252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7784261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7784254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7784258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7784247 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7784254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7784260 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7784254 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7784249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7784262 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7784262 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7784272 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 27131 members 
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	Iteration 186Q: 3 clusters Score -7784270 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7784294 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7784290 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7784294 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7784316 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -7784320.000000 Penalty: 1071.109253
	Iteration 191Q: 3 clusters Score -7784320 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7784325 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -7784328 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7784329 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7784328 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7784346 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7784356 nChanged 58
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Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7784358 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7784372 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7784374 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7784370 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7784358 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7784368 nChanged 58
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Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7784365 nChanged 66
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Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7784372 nChanged 62
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Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7784372 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7784380 nChanged 57
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Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7784378 nChanged 67
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Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -7784384 nChanged 84
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Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7784416 nChanged 92
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Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7784420 nChanged 98
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Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7784420 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7784422 nChanged 95
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Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7784418 nChanged 96
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Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7784422 nChanged 94
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Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7784430 nChanged 103
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7784424 nChanged 109
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Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7784454 nChanged 135
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Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7784434 nChanged 118
Entering Unmasked Mstep 
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	Iteration 220F: 3 clusters Score -7784444 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7784456 nChanged 130
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Mstep: Class 2 contains 24557 members 
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	Iteration 223Q: 3 clusters Score -7784494 nChanged 107
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Mstep: Class 2 contains 24215 members 
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	Iteration 227Q: 3 clusters Score -7784488 nChanged 128
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7784510 nChanged 139
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7784515 nChanged 130
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Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7784544 nChanged 127
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7784553 nChanged 128
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	Iteration 236Q: 3 clusters Score -7784560 nChanged 133
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7784555 nChanged 140
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	Iteration 238Q: 3 clusters Score -7784568 nChanged 130
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	Iteration 239Q: 3 clusters Score -7784578 nChanged 125
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	Iteration 240F: 3 clusters Score -7784593 nChanged 121
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	Iteration 242Q: 3 clusters Score -7784576 nChanged 95
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	Iteration 244Q: 3 clusters Score -7784566 nChanged 74
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	Iteration 245Q: 3 clusters Score -7784576 nChanged 70
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	Iteration 246Q: 3 clusters Score -7784570 nChanged 82
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	Iteration 247Q: 3 clusters Score -7784594 nChanged 89
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	Iteration 248Q: 3 clusters Score -7784581 nChanged 92
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	Iteration 249Q: 3 clusters Score -7784568 nChanged 91
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	Iteration 250Q: 3 clusters Score -7784592 nChanged 108
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	Iteration 251Q: 3 clusters Score -7784588 nChanged 116
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	Iteration 252Q: 3 clusters Score -7784608 nChanged 114
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	Iteration 253Q: 3 clusters Score -7784621 nChanged 124
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	Iteration 255Q: 3 clusters Score -7784636 nChanged 118
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	Iteration 256Q: 3 clusters Score -7784638 nChanged 134
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	Iteration 258Q: 3 clusters Score -7784666 nChanged 144
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	Iteration 259Q: 3 clusters Score -7784642 nChanged 141
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -7784644 nChanged 141
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	Iteration 261Q: 3 clusters Score -7784654 nChanged 151
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	Iteration 262Q: 3 clusters Score -7784650 nChanged 163
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	Iteration 263Q: 3 clusters Score -7784641 nChanged 179
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Mstep: Class 1 contains 109909 members 
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	Iteration 264Q: 3 clusters Score -7784658 nChanged 182
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	Iteration 265Q: 3 clusters Score -7784666 nChanged 188
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	Iteration 266Q: 3 clusters Score -7784669 nChanged 205
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	Iteration 267Q: 3 clusters Score -7784697 nChanged 221
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	Iteration 268Q: 3 clusters Score -7784702 nChanged 217
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	Iteration 269Q: 3 clusters Score -7784700 nChanged 210
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	Iteration 270Q: 3 clusters Score -7784688 nChanged 196
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	Iteration 271Q: 3 clusters Score -7784702 nChanged 220
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	Iteration 272Q: 3 clusters Score -7784719 nChanged 203
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	Iteration 273Q: 3 clusters Score -7784730 nChanged 196
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	Iteration 274Q: 3 clusters Score -7784745 nChanged 202
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	Iteration 275Q: 3 clusters Score -7784780 nChanged 177
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	Iteration 276Q: 3 clusters Score -7784782 nChanged 198
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	Iteration 278Q: 3 clusters Score -7784786 nChanged 229
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	Iteration 280F: 3 clusters Score -7784784 nChanged 255
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	Iteration 281Q: 3 clusters Score -7784787 nChanged 232
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	Iteration 282Q: 3 clusters Score -7784784 nChanged 228
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	Iteration 283Q: 3 clusters Score -7784744 nChanged 196
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	Iteration 284Q: 3 clusters Score -7784705 nChanged 175
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	Iteration 285Q: 3 clusters Score -7784699 nChanged 196
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	Iteration 286Q: 3 clusters Score -7784703 nChanged 199
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	Iteration 287Q: 3 clusters Score -7784701 nChanged 206
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	Iteration 288Q: 3 clusters Score -7784682 nChanged 216
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	Iteration 289Q: 3 clusters Score -7784670 nChanged 219
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	Iteration 291Q: 3 clusters Score -7784704 nChanged 211
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	Iteration 292Q: 3 clusters Score -7784680 nChanged 195
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	Iteration 293Q: 3 clusters Score -7784693 nChanged 203
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	Iteration 294Q: 3 clusters Score -7784677 nChanged 197
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	Iteration 295Q: 3 clusters Score -7784656 nChanged 199
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	Iteration 296Q: 3 clusters Score -7784655 nChanged 223
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	Iteration 297Q: 3 clusters Score -7784645 nChanged 229
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	Iteration 298Q: 3 clusters Score -7784626 nChanged 222
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	Iteration 299Q: 3 clusters Score -7784600 nChanged 205
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	Iteration 300F: 3 clusters Score -7784598 nChanged 176
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	Iteration 301Q: 3 clusters Score -7784580 nChanged 175
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	Iteration 302Q: 3 clusters Score -7784576 nChanged 184
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	Iteration 303Q: 3 clusters Score -7784590 nChanged 182
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	Iteration 304Q: 3 clusters Score -7784586 nChanged 183
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	Iteration 306Q: 3 clusters Score -7784579 nChanged 177
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -7784578 nChanged 181
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -7784532 nChanged 166
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	Iteration 309Q: 3 clusters Score -7784526 nChanged 161
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Mstep: Class 2 contains 10176 members 
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	Iteration 310Q: 3 clusters Score -7784499 nChanged 143
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	Iteration 311Q: 3 clusters Score -7784492 nChanged 170
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Mstep: Class 2 contains 9863 members 
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	Iteration 312Q: 3 clusters Score -7784456 nChanged 164
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Mstep: Class 2 contains 9699 members 
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	Iteration 313Q: 3 clusters Score -7784457 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -7784451.000000 Penalty: 1071.109253
	Iteration 314Q: 3 clusters Score -7784451 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -7784444.500000 Penalty: 1071.109253
	Iteration 315Q: 3 clusters Score -7784444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120152 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -7784442.500000 Penalty: 1071.109253
	Iteration 316Q: 3 clusters Score -7784442 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -7784430.000000 Penalty: 1071.109253
	Iteration 317Q: 3 clusters Score -7784430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -7784419.000000 Penalty: 1071.109253
	Iteration 318Q: 3 clusters Score -7784419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -7784401.000000 Penalty: 1071.109253
	Iteration 319Q: 3 clusters Score -7784401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -7784398.000000 Penalty: 1071.109253
	Iteration 320F: 3 clusters Score -7784398 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -7784411.000000 Penalty: 1071.109253
	Iteration 321Q: 3 clusters Score -7784411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -7784401.000000 Penalty: 1071.109253
	Iteration 322Q: 3 clusters Score -7784401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -7784387.000000 Penalty: 1071.109253
	Iteration 323Q: 3 clusters Score -7784387 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -7784365.000000 Penalty: 1071.109253
	Iteration 324Q: 3 clusters Score -7784365 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -7784361.000000 Penalty: 1071.109253
	Iteration 325Q: 3 clusters Score -7784361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7784359.000000 Penalty: 1071.109253
	Iteration 326Q: 3 clusters Score -7784359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -7784340.000000 Penalty: 1071.109253
	Iteration 327Q: 3 clusters Score -7784340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -7784321.500000 Penalty: 1071.109253
	Iteration 328Q: 3 clusters Score -7784322 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -7784312.000000 Penalty: 1071.109253
	Iteration 329Q: 3 clusters Score -7784312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -7784290.000000 Penalty: 1071.109253
	Iteration 330Q: 3 clusters Score -7784290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -7784266.500000 Penalty: 1071.109253
	Iteration 331Q: 3 clusters Score -7784266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122324 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7784254.500000 Penalty: 1071.109253
	Iteration 332Q: 3 clusters Score -7784254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -7784234.000000 Penalty: 1071.109253
	Iteration 333Q: 3 clusters Score -7784234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -7784233.000000 Penalty: 1071.109253
	Iteration 334Q: 3 clusters Score -7784233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7784225.500000 Penalty: 1071.109253
	Iteration 335Q: 3 clusters Score -7784226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -7784211.500000 Penalty: 1071.109253
	Iteration 336Q: 3 clusters Score -7784212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -7784204.500000 Penalty: 1071.109253
	Iteration 337Q: 3 clusters Score -7784204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -7784179.500000 Penalty: 1071.109253
	Iteration 338Q: 3 clusters Score -7784180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7784157.500000 Penalty: 1071.109253
	Iteration 339Q: 3 clusters Score -7784158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7784151.000000 Penalty: 1071.109253
	Iteration 340F: 3 clusters Score -7784151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7784117.500000 Penalty: 1071.109253
	Iteration 341Q: 3 clusters Score -7784118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7784096.000000 Penalty: 1071.109253
	Iteration 342Q: 3 clusters Score -7784096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -7784091.500000 Penalty: 1071.109253
	Iteration 343Q: 3 clusters Score -7784092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123409 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7784086.000000 Penalty: 1071.109253
	Iteration 344Q: 3 clusters Score -7784086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123463 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -7784064.500000 Penalty: 1071.109253
	Iteration 345Q: 3 clusters Score -7784064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -7784061.000000 Penalty: 1071.109253
	Iteration 346Q: 3 clusters Score -7784061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7784031.500000 Penalty: 1071.109253
	Iteration 347Q: 3 clusters Score -7784032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -7784023.000000 Penalty: 1071.109253
	Iteration 348Q: 3 clusters Score -7784023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123673 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -7784013.500000 Penalty: 1071.109253
	Iteration 349Q: 3 clusters Score -7784014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123730 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -7784014.000000 Penalty: 1071.109253
	Iteration 350Q: 3 clusters Score -7784014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7783995.500000 Penalty: 1071.109253
	Iteration 351Q: 3 clusters Score -7783996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7783986.000000 Penalty: 1071.109253
	Iteration 352Q: 3 clusters Score -7783986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -7783991.500000 Penalty: 1071.109253
	Iteration 353Q: 3 clusters Score -7783992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123915 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -7783972.500000 Penalty: 1071.109253
	Iteration 354Q: 3 clusters Score -7783972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7783954.000000 Penalty: 1071.109253
	Iteration 355Q: 3 clusters Score -7783954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124012 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7783951.500000 Penalty: 1071.109253
	Iteration 356Q: 3 clusters Score -7783952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124058 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7783953.500000 Penalty: 1071.109253
	Iteration 357Q: 3 clusters Score -7783954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7783953.000000 Penalty: 1071.109253
	Iteration 358Q: 3 clusters Score -7783953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7783945.000000 Penalty: 1071.109253
	Iteration 359Q: 3 clusters Score -7783945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7783948.500000 Penalty: 1071.109253
	Iteration 360F: 3 clusters Score -7783948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124166 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -7783948.000000 Penalty: 1071.109253
	Iteration 361Q: 3 clusters Score -7783948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124183 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7783941.500000 Penalty: 1071.109253
	Iteration 362Q: 3 clusters Score -7783942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124199 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -7783940.000000 Penalty: 1071.109253
	Iteration 363Q: 3 clusters Score -7783940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7783940.500000 Penalty: 1071.109253
	Iteration 364Q: 3 clusters Score -7783940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124223 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -7783944.500000 Penalty: 1071.109253
	Iteration 365Q: 3 clusters Score -7783944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124229 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7783946.000000 Penalty: 1071.109253
	Iteration 366Q: 3 clusters Score -7783946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7783952.500000 Penalty: 1071.109253
	Iteration 367Q: 3 clusters Score -7783952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124236 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7783952.000000 Penalty: 1071.109253
	Iteration 368Q: 3 clusters Score -7783952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7783952.000000 Penalty: 1071.109253
	Iteration 369Q: 3 clusters Score -7783952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7783953.500000 Penalty: 1071.109253
	Iteration 370Q: 3 clusters Score -7783954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7783949.500000 Penalty: 1071.109253
	Iteration 371Q: 3 clusters Score -7783950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -7783947.000000 Penalty: 1071.109253
	Iteration 372Q: 3 clusters Score -7783947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7783948.500000 Penalty: 1071.109253
	Iteration 373Q: 3 clusters Score -7783948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7783952.500000 Penalty: 1071.109253
	Iteration 374Q: 3 clusters Score -7783952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -7783957.000000 Penalty: 1071.109253
	Iteration 375Q: 3 clusters Score -7783957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124249 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7783958.500000 Penalty: 1071.109253
	Iteration 376Q: 3 clusters Score -7783958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7783953.000000 Penalty: 1071.109253
	Iteration 377Q: 3 clusters Score -7783953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7783953.000000 Penalty: 1071.109253
	Iteration 378F: 3 clusters Score -7783953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199592.000000 Penalty: 50348.613281
Splitting cluster 14 changes total score from -58199444.000000 to -58199592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -358047.281250 Penalty: 396.460510
	Iteration 0F: 2 clusters Score -358047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -353956.343750 Penalty: 792.921021
	Iteration 0F: 3 clusters Score -353956.3 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -355599.562500 Penalty: 792.921021
	Iteration 1F: 3 clusters Score -355599.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -355902.625000 Penalty: 792.921021
	Iteration 2F: 3 clusters Score -355902.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -356250.718750 Penalty: 792.921021
	Iteration 3F: 3 clusters Score -356250.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -356621.375000 Penalty: 792.921021
	Iteration 4F: 3 clusters Score -356621.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -357000.375000 Penalty: 792.921021
	Iteration 5F: 3 clusters Score -357000.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -357346.031250 Penalty: 792.921021
	Iteration 6F: 3 clusters Score -357346 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -357574.781250 Penalty: 792.921021
	Iteration 7Q: 3 clusters Score -357574.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -357680.812500 Penalty: 792.921021
	Iteration 8Q: 3 clusters Score -357680.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -357717.031250 Penalty: 792.921021
	Iteration 9Q: 3 clusters Score -357717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -357735.718750 Penalty: 792.921021
	Iteration 10Q: 3 clusters Score -357735.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -357749.187500 Penalty: 792.921021
	Iteration 11Q: 3 clusters Score -357749.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -357765.625000 Penalty: 792.921021
	Iteration 12Q: 3 clusters Score -357765.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -357780.468750 Penalty: 792.921021
	Iteration 13Q: 3 clusters Score -357780.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -357790.156250 Penalty: 792.921021
	Iteration 14Q: 3 clusters Score -357790.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -357800.000000 Penalty: 792.921021
	Iteration 15Q: 3 clusters Score -357800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -357810.843750 Penalty: 792.921021
	Iteration 16Q: 3 clusters Score -357810.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -357820.593750 Penalty: 792.921021
	Iteration 17Q: 3 clusters Score -357820.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -357829.718750 Penalty: 792.921021
	Iteration 18Q: 3 clusters Score -357829.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -357838.718750 Penalty: 792.921021
	Iteration 19Q: 3 clusters Score -357838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -357852.406250 Penalty: 792.921021
	Iteration 20F: 3 clusters Score -357852.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -357876.312500 Penalty: 792.921021
	Iteration 21Q: 3 clusters Score -357876.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -357892.937500 Penalty: 792.921021
	Iteration 22Q: 3 clusters Score -357892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -357907.000000 Penalty: 792.921021
	Iteration 23Q: 3 clusters Score -357907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -357914.312500 Penalty: 792.921021
	Iteration 24Q: 3 clusters Score -357914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -357917.968750 Penalty: 792.921021
	Iteration 25Q: 3 clusters Score -357918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -357919.343750 Penalty: 792.921021
	Iteration 26Q: 3 clusters Score -357919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -357919.562500 Penalty: 792.921021
	Iteration 27Q: 3 clusters Score -357919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -357919.968750 Penalty: 792.921021
	Iteration 28Q: 3 clusters Score -357920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -357920.500000 Penalty: 792.921021
	Iteration 29Q: 3 clusters Score -357920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -357921.312500 Penalty: 792.921021
	Iteration 30Q: 3 clusters Score -357921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -357922.500000 Penalty: 792.921021
	Iteration 31Q: 3 clusters Score -357922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -357923.906250 Penalty: 792.921021
	Iteration 32Q: 3 clusters Score -357923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -357923.750000 Penalty: 792.921021
	Iteration 33Q: 3 clusters Score -357923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -357924.656250 Penalty: 792.921021
	Iteration 34Q: 3 clusters Score -357924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -357925.343750 Penalty: 792.921021
	Iteration 35Q: 3 clusters Score -357925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -357927.250000 Penalty: 792.921021
	Iteration 36Q: 3 clusters Score -357927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -357928.937500 Penalty: 792.921021
	Iteration 37Q: 3 clusters Score -357928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -357930.000000 Penalty: 792.921021
	Iteration 38Q: 3 clusters Score -357930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -357929.375000 Penalty: 792.921021
	Iteration 39Q: 3 clusters Score -357929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -357929.375000 Penalty: 792.921021
	Iteration 40F: 3 clusters Score -357929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Entering Unmasked Estep 
Score: -6499577.000000 Penalty: 527.527344
	Iteration 0F: 2 clusters Score -6499577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6427522.500000 Penalty: 1055.054688
	Iteration 0F: 3 clusters Score -6427522 nChanged 52903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -6460449.000000 Penalty: 1055.054688
	Iteration 1F: 3 clusters Score -6460449 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6463053.000000 Penalty: 1055.054688
	Iteration 2F: 3 clusters Score -6463053 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -6467073.500000 Penalty: 1055.054688
	Iteration 3F: 3 clusters Score -6467074 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -6472580.500000 Penalty: 1055.054688
	Iteration 4F: 3 clusters Score -6472580 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6479079.000000 Penalty: 1055.054688
	Iteration 5F: 3 clusters Score -6479079 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -6485860.500000 Penalty: 1055.054688
	Iteration 6F: 3 clusters Score -6485860 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -6492246.000000 Penalty: 1055.054688
	Iteration 7F: 3 clusters Score -6492246 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -6496191.000000 Penalty: 1055.054688
	Iteration 8Q: 3 clusters Score -6496191 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -6497416.500000 Penalty: 1055.054688
	Iteration 9Q: 3 clusters Score -6497416 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -6497817.000000 Penalty: 1055.054688
	Iteration 10Q: 3 clusters Score -6497817 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6498068.000000 Penalty: 1055.054688
	Iteration 11Q: 3 clusters Score -6498068 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -6498269.000000 Penalty: 1055.054688
	Iteration 12Q: 3 clusters Score -6498269 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6498460.000000 Penalty: 1055.054688
	Iteration 13Q: 3 clusters Score -6498460 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -6498572.000000 Penalty: 1055.054688
	Iteration 14Q: 3 clusters Score -6498572 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -6498752.000000 Penalty: 1055.054688
	Iteration 15Q: 3 clusters Score -6498752 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -6498966.000000 Penalty: 1055.054688
	Iteration 16Q: 3 clusters Score -6498966 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -6499107.000000 Penalty: 1055.054688
	Iteration 17Q: 3 clusters Score -6499107 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -6499301.500000 Penalty: 1055.054688
	Iteration 18Q: 3 clusters Score -6499302 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -6499449.000000 Penalty: 1055.054688
	Iteration 19Q: 3 clusters Score -6499449 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -6499520.500000 Penalty: 1055.054688
	Iteration 20F: 3 clusters Score -6499520 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -6499645.000000 Penalty: 1055.054688
	Iteration 21Q: 3 clusters Score -6499645 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -6499700.500000 Penalty: 1055.054688
	Iteration 22Q: 3 clusters Score -6499700 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6499756.000000 Penalty: 1055.054688
	Iteration 23Q: 3 clusters Score -6499756 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6499760.500000 Penalty: 1055.054688
	Iteration 24Q: 3 clusters Score -6499760 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -6499816.500000 Penalty: 1055.054688
	Iteration 25Q: 3 clusters Score -6499816 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6499838.000000 Penalty: 1055.054688
	Iteration 26Q: 3 clusters Score -6499838 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6499897.500000 Penalty: 1055.054688
	Iteration 27Q: 3 clusters Score -6499898 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6499896.000000 Penalty: 1055.054688
	Iteration 28Q: 3 clusters Score -6499896 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6499911.500000 Penalty: 1055.054688
	Iteration 29Q: 3 clusters Score -6499912 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6499859.500000 Penalty: 1055.054688
	Iteration 30Q: 3 clusters Score -6499860 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6499800.500000 Penalty: 1055.054688
	Iteration 31Q: 3 clusters Score -6499800 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6499774.500000 Penalty: 1055.054688
	Iteration 32Q: 3 clusters Score -6499774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6499811.500000 Penalty: 1055.054688
	Iteration 33Q: 3 clusters Score -6499812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6499756.500000 Penalty: 1055.054688
	Iteration 34Q: 3 clusters Score -6499756 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6499719.000000 Penalty: 1055.054688
	Iteration 35Q: 3 clusters Score -6499719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6499655.000000 Penalty: 1055.054688
	Iteration 36Q: 3 clusters Score -6499655 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6499644.000000 Penalty: 1055.054688
	Iteration 37Q: 3 clusters Score -6499644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6499635.500000 Penalty: 1055.054688
	Iteration 38Q: 3 clusters Score -6499636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6499620.500000 Penalty: 1055.054688
	Iteration 39Q: 3 clusters Score -6499620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6499622.500000 Penalty: 1055.054688
	Iteration 40F: 3 clusters Score -6499622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6499589.000000 Penalty: 1055.054688
	Iteration 41Q: 3 clusters Score -6499589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6499580.500000 Penalty: 1055.054688
	Iteration 42Q: 3 clusters Score -6499580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6499548.500000 Penalty: 1055.054688
	Iteration 43Q: 3 clusters Score -6499548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6499545.500000 Penalty: 1055.054688
	Iteration 44Q: 3 clusters Score -6499546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6499548.000000 Penalty: 1055.054688
	Iteration 45Q: 3 clusters Score -6499548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6499542.500000 Penalty: 1055.054688
	Iteration 46Q: 3 clusters Score -6499542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6499528.500000 Penalty: 1055.054688
	Iteration 47Q: 3 clusters Score -6499528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6499525.000000 Penalty: 1055.054688
	Iteration 48Q: 3 clusters Score -6499525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6499517.000000 Penalty: 1055.054688
	Iteration 49Q: 3 clusters Score -6499517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107588 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6499500.000000 Penalty: 1055.054688
	Iteration 50Q: 3 clusters Score -6499500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6499502.500000 Penalty: 1055.054688
	Iteration 51Q: 3 clusters Score -6499502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6499504.000000 Penalty: 1055.054688
	Iteration 52Q: 3 clusters Score -6499504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6499487.000000 Penalty: 1055.054688
	Iteration 53Q: 3 clusters Score -6499487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6499476.500000 Penalty: 1055.054688
	Iteration 54Q: 3 clusters Score -6499476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6499478.500000 Penalty: 1055.054688
	Iteration 55Q: 3 clusters Score -6499478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6499483.000000 Penalty: 1055.054688
	Iteration 56Q: 3 clusters Score -6499483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6499484.000000 Penalty: 1055.054688
	Iteration 57Q: 3 clusters Score -6499484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6499484.500000 Penalty: 1055.054688
	Iteration 58Q: 3 clusters Score -6499484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6499479.000000 Penalty: 1055.054688
	Iteration 59Q: 3 clusters Score -6499479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6499465.000000 Penalty: 1055.054688
	Iteration 60F: 3 clusters Score -6499465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6499464.000000 Penalty: 1055.054688
	Iteration 61Q: 3 clusters Score -6499464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6499465.500000 Penalty: 1055.054688
	Iteration 62Q: 3 clusters Score -6499466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6499456.000000 Penalty: 1055.054688
	Iteration 63Q: 3 clusters Score -6499456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6499454.500000 Penalty: 1055.054688
	Iteration 64Q: 3 clusters Score -6499454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6499444.500000 Penalty: 1055.054688
	Iteration 65Q: 3 clusters Score -6499444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6499445.500000 Penalty: 1055.054688
	Iteration 66Q: 3 clusters Score -6499446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6499443.500000 Penalty: 1055.054688
	Iteration 67Q: 3 clusters Score -6499444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6499431.000000 Penalty: 1055.054688
	Iteration 68Q: 3 clusters Score -6499431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6499428.500000 Penalty: 1055.054688
	Iteration 69Q: 3 clusters Score -6499428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6499424.000000 Penalty: 1055.054688
	Iteration 70Q: 3 clusters Score -6499424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6499425.500000 Penalty: 1055.054688
	Iteration 71Q: 3 clusters Score -6499426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6499415.500000 Penalty: 1055.054688
	Iteration 72Q: 3 clusters Score -6499416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6499402.000000 Penalty: 1055.054688
	Iteration 73Q: 3 clusters Score -6499402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6499405.500000 Penalty: 1055.054688
	Iteration 74Q: 3 clusters Score -6499406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6499405.500000 Penalty: 1055.054688
	Iteration 75Q: 3 clusters Score -6499406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6499401.000000 Penalty: 1055.054688
	Iteration 76Q: 3 clusters Score -6499401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6499400.000000 Penalty: 1055.054688
	Iteration 77Q: 3 clusters Score -6499400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6499398.000000 Penalty: 1055.054688
	Iteration 78Q: 3 clusters Score -6499398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6499398.000000 Penalty: 1055.054688
	Iteration 79F: 3 clusters Score -6499398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -923861.000000 Penalty: 438.701813
	Iteration 0F: 2 clusters Score -923861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -913593.812500 Penalty: 877.403625
	Iteration 0F: 3 clusters Score -913593.8 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -918246.375000 Penalty: 877.403625
	Iteration 1F: 3 clusters Score -918246.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -918755.187500 Penalty: 877.403625
	Iteration 2F: 3 clusters Score -918755.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -919395.937500 Penalty: 877.403625
	Iteration 3F: 3 clusters Score -919395.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -920138.812500 Penalty: 877.403625
	Iteration 4F: 3 clusters Score -920138.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -920959.250000 Penalty: 877.403625
	Iteration 5F: 3 clusters Score -920959.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -921708.687500 Penalty: 877.403625
	Iteration 6F: 3 clusters Score -921708.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -922186.937500 Penalty: 877.403625
	Iteration 7Q: 3 clusters Score -922186.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -922444.500000 Penalty: 877.403625
	Iteration 8Q: 3 clusters Score -922444.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -922622.312500 Penalty: 877.403625
	Iteration 9Q: 3 clusters Score -922622.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -922773.625000 Penalty: 877.403625
	Iteration 10Q: 3 clusters Score -922773.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -922888.562500 Penalty: 877.403625
	Iteration 11Q: 3 clusters Score -922888.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -922996.062500 Penalty: 877.403625
	Iteration 12Q: 3 clusters Score -922996.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -923090.750000 Penalty: 877.403625
	Iteration 13Q: 3 clusters Score -923090.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -923154.625000 Penalty: 877.403625
	Iteration 14Q: 3 clusters Score -923154.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -923200.125000 Penalty: 877.403625
	Iteration 15Q: 3 clusters Score -923200.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -923235.875000 Penalty: 877.403625
	Iteration 16Q: 3 clusters Score -923235.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -923273.875000 Penalty: 877.403625
	Iteration 17Q: 3 clusters Score -923273.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -923312.187500 Penalty: 877.403625
	Iteration 18Q: 3 clusters Score -923312.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -923343.437500 Penalty: 877.403625
	Iteration 19Q: 3 clusters Score -923343.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -923366.562500 Penalty: 877.403625
	Iteration 20F: 3 clusters Score -923366.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -923396.437500 Penalty: 877.403625
	Iteration 21Q: 3 clusters Score -923396.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -923420.562500 Penalty: 877.403625
	Iteration 22Q: 3 clusters Score -923420.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -923442.187500 Penalty: 877.403625
	Iteration 23Q: 3 clusters Score -923442.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -923465.500000 Penalty: 877.403625
	Iteration 24Q: 3 clusters Score -923465.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -923476.437500 Penalty: 877.403625
	Iteration 25Q: 3 clusters Score -923476.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -923484.375000 Penalty: 877.403625
	Iteration 26Q: 3 clusters Score -923484.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -923493.375000 Penalty: 877.403625
	Iteration 27Q: 3 clusters Score -923493.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -923505.000000 Penalty: 877.403625
	Iteration 28Q: 3 clusters Score -923505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -923523.437500 Penalty: 877.403625
	Iteration 29Q: 3 clusters Score -923523.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -923536.437500 Penalty: 877.403625
	Iteration 30Q: 3 clusters Score -923536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -923550.812500 Penalty: 877.403625
	Iteration 31Q: 3 clusters Score -923550.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -923564.937500 Penalty: 877.403625
	Iteration 32Q: 3 clusters Score -923564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -923575.250000 Penalty: 877.403625
	Iteration 33Q: 3 clusters Score -923575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -923587.500000 Penalty: 877.403625
	Iteration 34Q: 3 clusters Score -923587.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -923600.625000 Penalty: 877.403625
	Iteration 35Q: 3 clusters Score -923600.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -923609.312500 Penalty: 877.403625
	Iteration 36Q: 3 clusters Score -923609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -923614.687500 Penalty: 877.403625
	Iteration 37Q: 3 clusters Score -923614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -923618.750000 Penalty: 877.403625
	Iteration 38Q: 3 clusters Score -923618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -923623.375000 Penalty: 877.403625
	Iteration 39Q: 3 clusters Score -923623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -923624.687500 Penalty: 877.403625
	Iteration 40F: 3 clusters Score -923624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -923626.500000 Penalty: 877.403625
	Iteration 41Q: 3 clusters Score -923626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -923624.812500 Penalty: 877.403625
	Iteration 42Q: 3 clusters Score -923624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -923623.687500 Penalty: 877.403625
	Iteration 43Q: 3 clusters Score -923623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -923623.687500 Penalty: 877.403625
	Iteration 44F: 3 clusters Score -923623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -23276.986328 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -23276.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22860.060547 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -22860.06 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23018.308594 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -23018.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23102.626953 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -23102.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23160.095703 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -23160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23188.867188 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -23188.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23204.722656 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -23204.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23219.802734 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -23219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23228.888672 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -23228.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23237.494141 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -23237.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23243.166016 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -23243.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23250.730469 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -23250.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23266.992188 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -23266.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23282.849609 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -23282.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23287.582031 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -23287.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23288.044922 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -23288.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23288.748047 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -23288.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23291.361328 Penalty: 544.308716
	Iteration 16Q: 3 clusters Score -23291.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23298.814453 Penalty: 544.308716
	Iteration 17Q: 3 clusters Score -23298.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23323.056641 Penalty: 544.308716
	Iteration 18Q: 3 clusters Score -23323.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23332.113281 Penalty: 544.308716
	Iteration 19Q: 3 clusters Score -23332.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23332.113281 Penalty: 544.308716
	Iteration 20F: 3 clusters Score -23332.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 112 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 284 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199352.000000 Penalty: 50977.972656
Splitting cluster 18 changes total score from -58199444.000000 to -58199352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28022.738281 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28022.74 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28185.634766 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28185.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28258.244141 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28258.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28300.621094 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28300.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28343.972656 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -28343.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28363.455078 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28363.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28380.470703 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28380.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28389.958984 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28389.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28395.736328 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28395.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28404.843750 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28404.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28409.781250 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28409.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28413.132812 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28413.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28413.949219 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -28413.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28415.214844 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -28415.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28416.785156 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -28416.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28416.785156 Penalty: 561.434570
	Iteration 15F: 3 clusters Score -28416.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5447.673340 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5447.673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5497.368652 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5497.369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5520.739258 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -5520.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5522.859375 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5522.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5522.859375 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -5522.859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7609.010254 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7609.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7665.327637 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7665.328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7679.699707 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7683.608398 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7683.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7686.826660 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7686.827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7690.750000 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7690.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7693.620605 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7693.621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7694.179688 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7694.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7694.179688 Penalty: 447.718262
	Iteration 8F: 3 clusters Score -7694.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 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 118 members 
Entering Unmasked Estep 
Score: -11224.562500 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11224.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11362.845703 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11362.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11408.897461 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11441.514648 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11441.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11458.486328 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11458.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11459.063477 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11459.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11459.063477 Penalty: 499.116516
	Iteration 6F: 3 clusters Score -11459.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -271415.375000 Penalty: 385.465851
	Iteration 0F: 2 clusters Score -271415.4 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 2472 members 
Entering Unmasked Estep 
Score: -268202.187500 Penalty: 770.931702
	Iteration 0F: 3 clusters Score -268202.2 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -269874.406250 Penalty: 770.931702
	Iteration 1F: 3 clusters Score -269874.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -270193.781250 Penalty: 770.931702
	Iteration 2F: 3 clusters Score -270193.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -270469.625000 Penalty: 770.931702
	Iteration 3F: 3 clusters Score -270469.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -270616.000000 Penalty: 770.931702
	Iteration 4F: 3 clusters Score -270616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -270704.937500 Penalty: 770.931702
	Iteration 5Q: 3 clusters Score -270704.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -270756.906250 Penalty: 770.931702
	Iteration 6Q: 3 clusters Score -270756.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -270794.656250 Penalty: 770.931702
	Iteration 7Q: 3 clusters Score -270794.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -270823.250000 Penalty: 770.931702
	Iteration 8Q: 3 clusters Score -270823.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -270845.531250 Penalty: 770.931702
	Iteration 9Q: 3 clusters Score -270845.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -270861.312500 Penalty: 770.931702
	Iteration 10Q: 3 clusters Score -270861.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -270877.250000 Penalty: 770.931702
	Iteration 11Q: 3 clusters Score -270877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -270888.343750 Penalty: 770.931702
	Iteration 12Q: 3 clusters Score -270888.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -270894.062500 Penalty: 770.931702
	Iteration 13Q: 3 clusters Score -270894.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -270896.406250 Penalty: 770.931702
	Iteration 14Q: 3 clusters Score -270896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -270901.968750 Penalty: 770.931702
	Iteration 15Q: 3 clusters Score -270902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -270905.718750 Penalty: 770.931702
	Iteration 16Q: 3 clusters Score -270905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -270909.718750 Penalty: 770.931702
	Iteration 17Q: 3 clusters Score -270909.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -270913.875000 Penalty: 770.931702
	Iteration 18Q: 3 clusters Score -270913.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -270920.937500 Penalty: 770.931702
	Iteration 19Q: 3 clusters Score -270920.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -270929.000000 Penalty: 770.931702
	Iteration 20F: 3 clusters Score -270929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -270938.187500 Penalty: 770.931702
	Iteration 21Q: 3 clusters Score -270938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -270953.250000 Penalty: 770.931702
	Iteration 22Q: 3 clusters Score -270953.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -270973.156250 Penalty: 770.931702
	Iteration 23Q: 3 clusters Score -270973.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -270995.812500 Penalty: 770.931702
	Iteration 24Q: 3 clusters Score -270995.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -271025.781250 Penalty: 770.931702
	Iteration 25Q: 3 clusters Score -271025.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -271058.468750 Penalty: 770.931702
	Iteration 26Q: 3 clusters Score -271058.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -271093.812500 Penalty: 770.931702
	Iteration 27Q: 3 clusters Score -271093.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -271122.718750 Penalty: 770.931702
	Iteration 28Q: 3 clusters Score -271122.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -271138.812500 Penalty: 770.931702
	Iteration 29Q: 3 clusters Score -271138.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -271150.281250 Penalty: 770.931702
	Iteration 30Q: 3 clusters Score -271150.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -271160.687500 Penalty: 770.931702
	Iteration 31Q: 3 clusters Score -271160.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -271168.718750 Penalty: 770.931702
	Iteration 32Q: 3 clusters Score -271168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -271176.187500 Penalty: 770.931702
	Iteration 33Q: 3 clusters Score -271176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -271181.281250 Penalty: 770.931702
	Iteration 34Q: 3 clusters Score -271181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -271184.531250 Penalty: 770.931702
	Iteration 35Q: 3 clusters Score -271184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -271185.437500 Penalty: 770.931702
	Iteration 36Q: 3 clusters Score -271185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -271185.625000 Penalty: 770.931702
	Iteration 37Q: 3 clusters Score -271185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -271186.937500 Penalty: 770.931702
	Iteration 38Q: 3 clusters Score -271186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -271187.125000 Penalty: 770.931702
	Iteration 39Q: 3 clusters Score -271187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -271187.781250 Penalty: 770.931702
	Iteration 40F: 3 clusters Score -271187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -271188.468750 Penalty: 770.931702
	Iteration 41Q: 3 clusters Score -271188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -271189.781250 Penalty: 770.931702
	Iteration 42Q: 3 clusters Score -271189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -271190.125000 Penalty: 770.931702
	Iteration 43Q: 3 clusters Score -271190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -271190.281250 Penalty: 770.931702
	Iteration 44Q: 3 clusters Score -271190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -271190.281250 Penalty: 770.931702
	Iteration 45F: 3 clusters Score -271190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Entering Unmasked Estep 
Score: -7451129.000000 Penalty: 533.882935
	Iteration 0F: 2 clusters Score -7451129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -7370490.000000 Penalty: 1067.765869
	Iteration 0F: 3 clusters Score -7370490 nChanged 61059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -7408177.000000 Penalty: 1067.765869
	Iteration 1F: 3 clusters Score -7408177 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -7410057.500000 Penalty: 1067.765869
	Iteration 2Q: 3 clusters Score -7410058 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -7413454.500000 Penalty: 1067.765869
	Iteration 3F: 3 clusters Score -7413454 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -7419204.000000 Penalty: 1067.765869
	Iteration 4F: 3 clusters Score -7419204 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -7427249.500000 Penalty: 1067.765869
	Iteration 5F: 3 clusters Score -7427250 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -7435521.000000 Penalty: 1067.765869
	Iteration 6F: 3 clusters Score -7435521 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -7442004.000000 Penalty: 1067.765869
	Iteration 7F: 3 clusters Score -7442004 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -7446135.500000 Penalty: 1067.765869
	Iteration 8Q: 3 clusters Score -7446136 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -7448610.000000 Penalty: 1067.765869
	Iteration 9Q: 3 clusters Score -7448610 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -7449863.500000 Penalty: 1067.765869
	Iteration 10Q: 3 clusters Score -7449864 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 123814 members 
Entering Unmasked Estep 
Score: -7450424.500000 Penalty: 1067.765869
	Iteration 11Q: 3 clusters Score -7450424 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -7450611.500000 Penalty: 1067.765869
	Iteration 12Q: 3 clusters Score -7450612 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -7450675.500000 Penalty: 1067.765869
	Iteration 13Q: 3 clusters Score -7450676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -7450721.500000 Penalty: 1067.765869
	Iteration 14Q: 3 clusters Score -7450722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -7450728.000000 Penalty: 1067.765869
	Iteration 15Q: 3 clusters Score -7450728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 124496 members 
Entering Unmasked Estep 
Score: -7450755.500000 Penalty: 1067.765869
	Iteration 16Q: 3 clusters Score -7450756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 124498 members 
Entering Unmasked Estep 
Score: -7450761.500000 Penalty: 1067.765869
	Iteration 17Q: 3 clusters Score -7450762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -7450764.000000 Penalty: 1067.765869
	Iteration 18Q: 3 clusters Score -7450764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -7450764.000000 Penalty: 1067.765869
	Iteration 19Q: 3 clusters Score -7450764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -7450769.000000 Penalty: 1067.765869
	Iteration 20F: 3 clusters Score -7450769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -408183.000000 Penalty: 401.763092
	Iteration 0F: 2 clusters Score -408183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -403633.812500 Penalty: 803.526184
	Iteration 0F: 3 clusters Score -403633.8 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -405359.781250 Penalty: 803.526184
	Iteration 1F: 3 clusters Score -405359.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -405525.531250 Penalty: 803.526184
	Iteration 2F: 3 clusters Score -405525.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -405777.718750 Penalty: 803.526184
	Iteration 3F: 3 clusters Score -405777.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406196.281250 Penalty: 803.526184
	Iteration 4F: 3 clusters Score -406196.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -406805.468750 Penalty: 803.526184
	Iteration 5F: 3 clusters Score -406805.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -407418.062500 Penalty: 803.526184
	Iteration 6F: 3 clusters Score -407418.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -407807.125000 Penalty: 803.526184
	Iteration 7F: 3 clusters Score -407807.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -408034.687500 Penalty: 803.526184
	Iteration 8Q: 3 clusters Score -408034.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -408161.218750 Penalty: 803.526184
	Iteration 9Q: 3 clusters Score -408161.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -408240.437500 Penalty: 803.526184
	Iteration 10Q: 3 clusters Score -408240.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -408281.687500 Penalty: 803.526184
	Iteration 11Q: 3 clusters Score -408281.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -408305.562500 Penalty: 803.526184
	Iteration 12Q: 3 clusters Score -408305.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -408314.593750 Penalty: 803.526184
	Iteration 13Q: 3 clusters Score -408314.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -408322.875000 Penalty: 803.526184
	Iteration 14Q: 3 clusters Score -408322.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -408329.562500 Penalty: 803.526184
	Iteration 15Q: 3 clusters Score -408329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -408335.375000 Penalty: 803.526184
	Iteration 16Q: 3 clusters Score -408335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -408340.406250 Penalty: 803.526184
	Iteration 17Q: 3 clusters Score -408340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -408341.718750 Penalty: 803.526184
	Iteration 18Q: 3 clusters Score -408341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -408343.625000 Penalty: 803.526184
	Iteration 19Q: 3 clusters Score -408343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -408344.968750 Penalty: 803.526184
	Iteration 20F: 3 clusters Score -408345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -408345.062500 Penalty: 803.526184
	Iteration 21Q: 3 clusters Score -408345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -408345.250000 Penalty: 803.526184
	Iteration 22Q: 3 clusters Score -408345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -408345.437500 Penalty: 803.526184
	Iteration 23Q: 3 clusters Score -408345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -408346.375000 Penalty: 803.526184
	Iteration 24Q: 3 clusters Score -408346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -408345.500000 Penalty: 803.526184
	Iteration 25Q: 3 clusters Score -408345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -408345.781250 Penalty: 803.526184
	Iteration 26Q: 3 clusters Score -408345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -408346.437500 Penalty: 803.526184
	Iteration 27Q: 3 clusters Score -408346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -408346.000000 Penalty: 803.526184
	Iteration 28Q: 3 clusters Score -408346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -408345.687500 Penalty: 803.526184
	Iteration 29Q: 3 clusters Score -408345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -408345.781250 Penalty: 803.526184
	Iteration 30Q: 3 clusters Score -408345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -408345.781250 Penalty: 803.526184
	Iteration 31F: 3 clusters Score -408345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
Score: -58199540.000000 Penalty: 50977.972656
Splitting cluster 25 changes total score from -58199444.000000 to -58199540.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 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 481 members 
Entering Unmasked Estep 
Score: -57433.851562 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57433.85 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57775.839844 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57775.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57856.148438 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57856.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57937.761719 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57937.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57994.835938 Penalty: 623.554077
	Iteration 4Q: 3 clusters Score -57994.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58016.429688 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -58016.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58025.488281 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58025.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58029.898438 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58037.265625 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58037.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58046.410156 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58046.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58056.191406 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58056.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58068.027344 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58068.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58087.042969 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58087.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58120.242188 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58120.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58150.320312 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58150.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58168.664062 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58168.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58181.355469 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58181.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58187.628906 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58187.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58192.125000 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58192.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58196.105469 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58196.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58198.343750 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58198.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58205.359375 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -58205.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58214.617188 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -58214.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58220.906250 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -58220.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -58228.503906 Penalty: 623.554077
	Iteration 24Q: 3 clusters Score -58228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58232.796875 Penalty: 623.554077
	Iteration 25Q: 3 clusters Score -58232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58239.636719 Penalty: 623.554077
	Iteration 26Q: 3 clusters Score -58239.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58254.257812 Penalty: 623.554077
	Iteration 27Q: 3 clusters Score -58254.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58267.832031 Penalty: 623.554077
	Iteration 28Q: 3 clusters Score -58267.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58274.074219 Penalty: 623.554077
	Iteration 29Q: 3 clusters Score -58274.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58279.328125 Penalty: 623.554077
	Iteration 30Q: 3 clusters Score -58279.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -58286.285156 Penalty: 623.554077
	Iteration 31Q: 3 clusters Score -58286.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -58291.605469 Penalty: 623.554077
	Iteration 32Q: 3 clusters Score -58291.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -58295.511719 Penalty: 623.554077
	Iteration 33Q: 3 clusters Score -58295.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58295.855469 Penalty: 623.554077
	Iteration 34Q: 3 clusters Score -58295.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58296.113281 Penalty: 623.554077
	Iteration 35Q: 3 clusters Score -58296.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58296.113281 Penalty: 623.554077
	Iteration 36F: 3 clusters Score -58296.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 368 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 578 members 
Entering Unmasked Estep 
Score: -58199260.000000 Penalty: 51607.328125
Splitting cluster 26 changes total score from -58199444.000000 to -58199260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15578.088867 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15578.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15654.504883 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15654.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15708.112305 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15708.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15745.654297 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -15745.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15787.555664 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -15787.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15804.974609 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15804.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15818.251953 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15818.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15822.294922 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15822.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15822.671875 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -15822.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15824.504883 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -15824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15826.442383 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -15826.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15826.442383 Penalty: 504.611145
	Iteration 11F: 3 clusters Score -15826.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6612.250488 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6612.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6725.818359 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6725.818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6738.693359 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6738.693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6747.132812 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -6747.133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6757.199707 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6767.377441 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6767.377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6776.096191 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6776.096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6793.725586 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6793.726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6817.349121 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -6817.349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6834.559082 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -6834.559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6843.982910 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -6843.983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6853.663086 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -6853.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6859.236816 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -6859.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6867.980957 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -6867.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6872.173828 Penalty: 505.671356
	Iteration 14Q: 3 clusters Score -6872.174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6875.780273 Penalty: 505.671356
	Iteration 15Q: 3 clusters Score -6875.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6882.518066 Penalty: 505.671356
	Iteration 16F: 3 clusters Score -6882.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6895.140137 Penalty: 505.671356
	Iteration 17Q: 3 clusters Score -6895.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6903.521973 Penalty: 505.671356
	Iteration 18Q: 3 clusters Score -6903.522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6908.192871 Penalty: 505.671356
	Iteration 19Q: 3 clusters Score -6908.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6908.192871 Penalty: 505.671356
	Iteration 20F: 3 clusters Score -6908.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -37861.882812 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -37861.88 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 345 members 
Entering Unmasked Estep 
Score: -37270.750000 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -37270.75 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37428.964844 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -37428.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37459.488281 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -37459.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37478.503906 Penalty: 590.101807
	Iteration 3Q: 3 clusters Score -37478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37500.546875 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -37500.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37519.855469 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -37519.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37533.085938 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -37533.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37540.824219 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -37540.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37547.710938 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -37547.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37556.863281 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -37556.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -37565.488281 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -37565.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -37571.121094 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -37571.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -37576.378906 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -37576.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -37580.449219 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -37580.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -37585.960938 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -37585.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -37592.414062 Penalty: 590.101807
	Iteration 15Q: 3 clusters Score -37592.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -37594.488281 Penalty: 590.101807
	Iteration 16Q: 3 clusters Score -37594.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -37594.851562 Penalty: 590.101807
	Iteration 17Q: 3 clusters Score -37594.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -37594.851562 Penalty: 590.101807
	Iteration 18F: 3 clusters Score -37594.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (96473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Entering Unmasked Estep 
Score: -5863693.500000 Penalty: 522.204346
	Iteration 0F: 2 clusters Score -5863694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -5798491.500000 Penalty: 1044.408691
	Iteration 0F: 3 clusters Score -5798492 nChanged 47091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5826492.000000 Penalty: 1044.408691
	Iteration 1F: 3 clusters Score -5826492 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -5827453.000000 Penalty: 1044.408691
	Iteration 2Q: 3 clusters Score -5827453 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -5828739.500000 Penalty: 1044.408691
	Iteration 3Q: 3 clusters Score -5828740 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -5830631.000000 Penalty: 1044.408691
	Iteration 4Q: 3 clusters Score -5830631 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5833376.000000 Penalty: 1044.408691
	Iteration 5Q: 3 clusters Score -5833376 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5837309.000000 Penalty: 1044.408691
	Iteration 6F: 3 clusters Score -5837309 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -5842334.500000 Penalty: 1044.408691
	Iteration 7F: 3 clusters Score -5842334 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5847021.000000 Penalty: 1044.408691
	Iteration 8F: 3 clusters Score -5847021 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5850054.500000 Penalty: 1044.408691
	Iteration 9F: 3 clusters Score -5850054 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5851699.500000 Penalty: 1044.408691
	Iteration 10Q: 3 clusters Score -5851700 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5852957.500000 Penalty: 1044.408691
	Iteration 11Q: 3 clusters Score -5852958 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -5854093.000000 Penalty: 1044.408691
	Iteration 12Q: 3 clusters Score -5854093 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5855206.500000 Penalty: 1044.408691
	Iteration 13Q: 3 clusters Score -5855206 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5856260.500000 Penalty: 1044.408691
	Iteration 14Q: 3 clusters Score -5856260 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5857042.000000 Penalty: 1044.408691
	Iteration 15Q: 3 clusters Score -5857042 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5857642.000000 Penalty: 1044.408691
	Iteration 16Q: 3 clusters Score -5857642 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -5858076.000000 Penalty: 1044.408691
	Iteration 17Q: 3 clusters Score -5858076 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5858356 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5858512 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5858639 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5858736 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5858843 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5858962 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5859006 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5859074 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5859115 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5859202.000000 Penalty: 1044.408691
	Iteration 27Q: 3 clusters Score -5859202 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5859260 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5859350 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5859403.000000 Penalty: 1044.408691
	Iteration 30Q: 3 clusters Score -5859403 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5859467 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5859542.500000 Penalty: 1044.408691
	Iteration 32Q: 3 clusters Score -5859542 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -5859591.500000 Penalty: 1044.408691
	Iteration 33Q: 3 clusters Score -5859592 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5859651.500000 Penalty: 1044.408691
	Iteration 34Q: 3 clusters Score -5859652 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5859748 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5859803 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5859898 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5860006 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5860114 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5860203 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5860331 nChanged 840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5860434 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5860520 nChanged 837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5860656 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5860782 nChanged 744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5860876 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5860982 nChanged 668
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Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5861072 nChanged 633
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Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5861197 nChanged 616
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Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5861273 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5861361 nChanged 565
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Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5861454 nChanged 537
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Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5861544 nChanged 534
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Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5861634 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5861744 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -5861851.000000 Penalty: 1044.408691
	Iteration 56Q: 3 clusters Score -5861851 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5861954 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5862042 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5862094 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -5862162.500000 Penalty: 1044.408691
	Iteration 60F: 3 clusters Score -5862162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5862214 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5862255 nChanged 328
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Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5862298 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5862372 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5862448 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5862505 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5862559 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5862628 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5862686 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5862750 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5862802 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5862844 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5862890 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5862940 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5863016 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5863074 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5863112 nChanged 177
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Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5863154.000000 Penalty: 1044.408691
	Iteration 78Q: 3 clusters Score -5863154 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5863188 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94923 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5863206.500000 Penalty: 1044.408691
	Iteration 80F: 3 clusters Score -5863206 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5863218.500000 Penalty: 1044.408691
	Iteration 81Q: 3 clusters Score -5863218 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5863223.000000 Penalty: 1044.408691
	Iteration 82Q: 3 clusters Score -5863223 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5863244 nChanged 73
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Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5863245.500000 Penalty: 1044.408691
	Iteration 84Q: 3 clusters Score -5863246 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5863260 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5863266 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5863277 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5863288 nChanged 47
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Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5863286 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5863298 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5863296 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5863311.500000 Penalty: 1044.408691
	Iteration 92Q: 3 clusters Score -5863312 nChanged 22
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Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5863312 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5863312 nChanged 16
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Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5863306 nChanged 17
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Mstep: Class 1 contains 95642 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5863310 nChanged 16
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Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5863312 nChanged 23
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Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5863314 nChanged 21
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Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5863314 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5863315.500000 Penalty: 1044.408691
	Iteration 100F: 3 clusters Score -5863316 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5863321.500000 Penalty: 1044.408691
	Iteration 101Q: 3 clusters Score -5863322 nChanged 30
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Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5863330.000000 Penalty: 1044.408691
	Iteration 102Q: 3 clusters Score -5863330 nChanged 34
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Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5863342.000000 Penalty: 1044.408691
	Iteration 103Q: 3 clusters Score -5863342 nChanged 29
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Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5863355 nChanged 28
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Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5863360 nChanged 20
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Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5863368 nChanged 17
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Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5863372 nChanged 11
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Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5863372 nChanged 10
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Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5863376 nChanged 5
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Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5863378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5863379.000000 Penalty: 1044.408691
	Iteration 111Q: 3 clusters Score -5863379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5863378.000000 Penalty: 1044.408691
	Iteration 112Q: 3 clusters Score -5863378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5863375.000000 Penalty: 1044.408691
	Iteration 113Q: 3 clusters Score -5863375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5863380.500000 Penalty: 1044.408691
	Iteration 114Q: 3 clusters Score -5863380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5863384.500000 Penalty: 1044.408691
	Iteration 115Q: 3 clusters Score -5863384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5863382.500000 Penalty: 1044.408691
	Iteration 116Q: 3 clusters Score -5863382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5863384.000000 Penalty: 1044.408691
	Iteration 117Q: 3 clusters Score -5863384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5863383.000000 Penalty: 1044.408691
	Iteration 118Q: 3 clusters Score -5863383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5863386.000000 Penalty: 1044.408691
	Iteration 119Q: 3 clusters Score -5863386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5863386.000000 Penalty: 1044.408691
	Iteration 120F: 3 clusters Score -5863386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21432.341797 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21432.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21591.236328 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21591.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21681.855469 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21681.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21731.705078 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -21731.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21756.496094 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -21756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21777.880859 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21777.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21789.066406 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21789.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21792.234375 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21792.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21792.882812 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21792.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21793.878906 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21793.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21794.777344 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -21794.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21795.486328 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -21795.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21795.486328 Penalty: 540.315796
	Iteration 12F: 3 clusters Score -21795.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11490.834961 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11490.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11216.206055 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11216.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11358.654297 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11358.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11415.889648 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11415.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11436.213867 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -11436.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11439.430664 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11439.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11440.726562 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11440.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11440.726562 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -11440.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9630.709961 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9630.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9709.035156 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9709.035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9725.919922 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9725.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9750.293945 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9750.294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9788.525391 Penalty: 478.904785
	Iteration 4F: 3 clusters Score -9788.525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9823.511719 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9823.512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9836.336914 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9836.337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9840.497070 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9840.497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9852.468750 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -9852.469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9878.066406 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -9878.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9879.451172 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -9879.451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9879.451172 Penalty: 478.904785
	Iteration 11F: 3 clusters Score -9879.451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 170 members 
Entering Unmasked Estep 
Score: -19771.974609 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19771.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19875.130859 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19875.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19904.166016 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19904.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19913.144531 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19913.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19923.968750 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19923.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19928.792969 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19928.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19938.281250 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19938.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19952.113281 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19952.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19980.437500 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19980.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19997.310547 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19997.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20014.142578 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -20014.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20018.664062 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -20018.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20020.958984 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -20020.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20025.492188 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -20025.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20031.708984 Penalty: 524.060059
	Iteration 14Q: 3 clusters Score -20031.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20040.835938 Penalty: 524.060059
	Iteration 15Q: 3 clusters Score -20040.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20046.314453 Penalty: 524.060059
	Iteration 16Q: 3 clusters Score -20046.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20048.171875 Penalty: 524.060059
	Iteration 17Q: 3 clusters Score -20048.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20048.171875 Penalty: 524.060059
	Iteration 18F: 3 clusters Score -20048.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 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 136 members 
Entering Unmasked Estep 
Score: -16121.683594 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16121.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16218.366211 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16218.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16252.969727 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16252.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16268.869141 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16268.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16282.283203 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16282.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16295.041016 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16295.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16298.887695 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16298.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16301.775391 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16301.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16304.941406 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16304.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16309.948242 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16309.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16317.581055 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -16317.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16334.294922 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -16334.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16350.516602 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -16350.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16356.564453 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -16356.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16357.537109 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -16357.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16358.567383 Penalty: 510.461945
	Iteration 15Q: 3 clusters Score -16358.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16358.567383 Penalty: 510.461945
	Iteration 16F: 3 clusters Score -16358.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12043.772461 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12043.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11743.348633 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -11743.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11815.175781 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -11815.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11832.033203 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -11832.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11850.607422 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -11850.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11867.338867 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -11867.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11881.685547 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -11881.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11903.680664 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -11903.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11911.368164 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -11911.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11914.967773 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -11914.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11918.389648 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -11918.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11930.433594 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -11930.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11978.057617 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -11978.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12032.282227 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -12032.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12040.473633 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -12040.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12048.367188 Penalty: 500.614502
	Iteration 14Q: 3 clusters Score -12048.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12053.740234 Penalty: 500.614502
	Iteration 15Q: 3 clusters Score -12053.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12058.405273 Penalty: 500.614502
	Iteration 16Q: 3 clusters Score -12058.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12064.315430 Penalty: 500.614502
	Iteration 17Q: 3 clusters Score -12064.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12064.525391 Penalty: 500.614502
	Iteration 18F: 3 clusters Score -12064.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12068.221680 Penalty: 500.614502
	Iteration 19Q: 3 clusters Score -12068.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12076.930664 Penalty: 500.614502
	Iteration 20F: 3 clusters Score -12076.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12086.573242 Penalty: 500.614502
	Iteration 21Q: 3 clusters Score -12086.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12094.152344 Penalty: 500.614502
	Iteration 22Q: 3 clusters Score -12094.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12097.042969 Penalty: 500.614502
	Iteration 23Q: 3 clusters Score -12097.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12097.042969 Penalty: 500.614502
	Iteration 24F: 3 clusters Score -12097.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 106 members 
Entering Unmasked Estep 
Score: -58199196.000000 Penalty: 51607.328125
Splitting cluster 37 changes total score from -58199444.000000 to -58199196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -52575.332031 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -52575.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51862.445312 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -51862.45 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52033.187500 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -52033.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52073.414062 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -52073.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52099.824219 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -52099.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52110.468750 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -52110.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52119.113281 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -52119.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52123.035156 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -52123.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52126.011719 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -52126.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52128.214844 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -52128.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52130.011719 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -52130.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52130.480469 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -52130.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52131.386719 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -52131.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52132.871094 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -52132.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52133.882812 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -52133.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -52134.703125 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -52134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52135.746094 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -52135.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52136.390625 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -52136.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52137.460938 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -52137.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52137.808594 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -52137.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52138.687500 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -52138.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52139.621094 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -52139.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52140.703125 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -52140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -52143.160156 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -52143.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52146.617188 Penalty: 616.350342
	Iteration 23Q: 3 clusters Score -52146.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52149.953125 Penalty: 616.350342
	Iteration 24Q: 3 clusters Score -52149.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -52153.000000 Penalty: 616.350342
	Iteration 25Q: 3 clusters Score -52153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52155.964844 Penalty: 616.350342
	Iteration 26Q: 3 clusters Score -52155.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52158.316406 Penalty: 616.350342
	Iteration 27Q: 3 clusters Score -52158.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52160.273438 Penalty: 616.350342
	Iteration 28Q: 3 clusters Score -52160.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52162.500000 Penalty: 616.350342
	Iteration 29Q: 3 clusters Score -52162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52163.597656 Penalty: 616.350342
	Iteration 30Q: 3 clusters Score -52163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -52165.113281 Penalty: 616.350342
	Iteration 31Q: 3 clusters Score -52165.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -52165.875000 Penalty: 616.350342
	Iteration 32Q: 3 clusters Score -52165.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52166.496094 Penalty: 616.350342
	Iteration 33Q: 3 clusters Score -52166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52168.699219 Penalty: 616.350342
	Iteration 34Q: 3 clusters Score -52168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52172.125000 Penalty: 616.350342
	Iteration 35Q: 3 clusters Score -52172.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52174.304688 Penalty: 616.350342
	Iteration 36Q: 3 clusters Score -52174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -52175.371094 Penalty: 616.350342
	Iteration 37Q: 3 clusters Score -52175.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -52177.839844 Penalty: 616.350342
	Iteration 38Q: 3 clusters Score -52177.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -52180.269531 Penalty: 616.350342
	Iteration 39Q: 3 clusters Score -52180.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -52184.890625 Penalty: 616.350342
	Iteration 40F: 3 clusters Score -52184.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -52192.378906 Penalty: 616.350342
	Iteration 41Q: 3 clusters Score -52192.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52201.089844 Penalty: 616.350342
	Iteration 42Q: 3 clusters Score -52201.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -52206.960938 Penalty: 616.350342
	Iteration 43Q: 3 clusters Score -52206.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52212.902344 Penalty: 616.350342
	Iteration 44Q: 3 clusters Score -52212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52222.472656 Penalty: 616.350342
	Iteration 45Q: 3 clusters Score -52222.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -52231.160156 Penalty: 616.350342
	Iteration 46Q: 3 clusters Score -52231.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -52240.500000 Penalty: 616.350342
	Iteration 47Q: 3 clusters Score -52240.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -52246.425781 Penalty: 616.350342
	Iteration 48Q: 3 clusters Score -52246.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52250.617188 Penalty: 616.350342
	Iteration 49Q: 3 clusters Score -52250.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52253.570312 Penalty: 616.350342
	Iteration 50Q: 3 clusters Score -52253.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -52262.351562 Penalty: 616.350342
	Iteration 51Q: 3 clusters Score -52262.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52276.347656 Penalty: 616.350342
	Iteration 52Q: 3 clusters Score -52276.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -52291.644531 Penalty: 616.350342
	Iteration 53Q: 3 clusters Score -52291.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -52301.832031 Penalty: 616.350342
	Iteration 54Q: 3 clusters Score -52301.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52307.773438 Penalty: 616.350342
	Iteration 55Q: 3 clusters Score -52307.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -52311.824219 Penalty: 616.350342
	Iteration 56Q: 3 clusters Score -52311.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -52318.093750 Penalty: 616.350342
	Iteration 57Q: 3 clusters Score -52318.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52325.222656 Penalty: 616.350342
	Iteration 58Q: 3 clusters Score -52325.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52329.125000 Penalty: 616.350342
	Iteration 59Q: 3 clusters Score -52329.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52331.515625 Penalty: 616.350342
	Iteration 60F: 3 clusters Score -52331.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52333.109375 Penalty: 616.350342
	Iteration 61Q: 3 clusters Score -52333.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -52335.101562 Penalty: 616.350342
	Iteration 62Q: 3 clusters Score -52335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -52336.636719 Penalty: 616.350342
	Iteration 63Q: 3 clusters Score -52336.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52336.742188 Penalty: 616.350342
	Iteration 64Q: 3 clusters Score -52336.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52336.742188 Penalty: 616.350342
	Iteration 65F: 3 clusters Score -52336.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (35632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Entering Unmasked Estep 
Score: -2204125.000000 Penalty: 476.885468
	Iteration 0F: 2 clusters Score -2204125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2180372.250000 Penalty: 953.770935
	Iteration 0F: 3 clusters Score -2180372 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2190622.500000 Penalty: 953.770935
	Iteration 1F: 3 clusters Score -2190622 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2191442.500000 Penalty: 953.770935
	Iteration 2F: 3 clusters Score -2191442 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2192928.500000 Penalty: 953.770935
	Iteration 3F: 3 clusters Score -2192928 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2195359.000000 Penalty: 953.770935
	Iteration 4F: 3 clusters Score -2195359 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2198282.500000 Penalty: 953.770935
	Iteration 5F: 3 clusters Score -2198282 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2200733.750000 Penalty: 953.770935
	Iteration 6F: 3 clusters Score -2200734 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2202269.750000 Penalty: 953.770935
	Iteration 7Q: 3 clusters Score -2202270 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2203081.000000 Penalty: 953.770935
	Iteration 8Q: 3 clusters Score -2203081 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2203431.250000 Penalty: 953.770935
	Iteration 9Q: 3 clusters Score -2203431 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2203588.750000 Penalty: 953.770935
	Iteration 10Q: 3 clusters Score -2203589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2203653.250000 Penalty: 953.770935
	Iteration 11Q: 3 clusters Score -2203653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2203684.500000 Penalty: 953.770935
	Iteration 12Q: 3 clusters Score -2203684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2203695.250000 Penalty: 953.770935
	Iteration 13Q: 3 clusters Score -2203695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2203702.250000 Penalty: 953.770935
	Iteration 14Q: 3 clusters Score -2203702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2203705.000000 Penalty: 953.770935
	Iteration 15Q: 3 clusters Score -2203705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2203710.750000 Penalty: 953.770935
	Iteration 16Q: 3 clusters Score -2203711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2203712.000000 Penalty: 953.770935
	Iteration 17Q: 3 clusters Score -2203712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2203715.000000 Penalty: 953.770935
	Iteration 18Q: 3 clusters Score -2203715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2203715.000000 Penalty: 953.770935
	Iteration 19Q: 3 clusters Score -2203715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2203715.000000 Penalty: 953.770935
	Iteration 20F: 3 clusters Score -2203715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -30045.785156 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -30045.79 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 260 members 
Entering Unmasked Estep 
Score: -29551.970703 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -29551.97 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29697.419922 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -29697.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29745.970703 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -29745.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29770.316406 Penalty: 566.073730
	Iteration 3Q: 3 clusters Score -29770.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29798.087891 Penalty: 566.073730
	Iteration 4F: 3 clusters Score -29798.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29830.050781 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -29830.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29856.371094 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -29856.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29866.052734 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -29866.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29867.736328 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -29867.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29868.121094 Penalty: 566.073730
	Iteration 9Q: 3 clusters Score -29868.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29868.121094 Penalty: 566.073730
	Iteration 10F: 3 clusters Score -29868.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9725.723633 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9725.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9428.518555 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9428.519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9579.939453 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9579.939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9626.130859 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9626.131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9662.788086 Penalty: 492.865143
	Iteration 3F: 3 clusters Score -9662.788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9666.942383 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9666.942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9667.712891 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9667.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9667.712891 Penalty: 492.865143
	Iteration 6F: 3 clusters Score -9667.713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -94396.070312 Penalty: 334.710724
	Iteration 0F: 2 clusters Score -94396.07 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 802 members 
Entering Unmasked Estep 
Score: -93213.929688 Penalty: 669.421448
	Iteration 0F: 3 clusters Score -93213.93 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93647.312500 Penalty: 669.421448
	Iteration 1F: 3 clusters Score -93647.31 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93787.664062 Penalty: 669.421448
	Iteration 2F: 3 clusters Score -93787.66 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -93895.570312 Penalty: 669.421448
	Iteration 3F: 3 clusters Score -93895.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -93978.382812 Penalty: 669.421448
	Iteration 4F: 3 clusters Score -93978.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -94053.335938 Penalty: 669.421448
	Iteration 5F: 3 clusters Score -94053.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -94106.421875 Penalty: 669.421448
	Iteration 6Q: 3 clusters Score -94106.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -94127.226562 Penalty: 669.421448
	Iteration 7Q: 3 clusters Score -94127.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -94143.031250 Penalty: 669.421448
	Iteration 8Q: 3 clusters Score -94143.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -94153.203125 Penalty: 669.421448
	Iteration 9Q: 3 clusters Score -94153.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -94166.304688 Penalty: 669.421448
	Iteration 10Q: 3 clusters Score -94166.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -94172.804688 Penalty: 669.421448
	Iteration 11Q: 3 clusters Score -94172.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -94181.773438 Penalty: 669.421448
	Iteration 12Q: 3 clusters Score -94181.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -94184.695312 Penalty: 669.421448
	Iteration 13Q: 3 clusters Score -94184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -94189.312500 Penalty: 669.421448
	Iteration 14Q: 3 clusters Score -94189.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -94192.937500 Penalty: 669.421448
	Iteration 15Q: 3 clusters Score -94192.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -94194.195312 Penalty: 669.421448
	Iteration 16Q: 3 clusters Score -94194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -94195.656250 Penalty: 669.421448
	Iteration 17Q: 3 clusters Score -94195.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -94196.226562 Penalty: 669.421448
	Iteration 18Q: 3 clusters Score -94196.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -94196.664062 Penalty: 669.421448
	Iteration 19Q: 3 clusters Score -94196.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -94197.015625 Penalty: 669.421448
	Iteration 20F: 3 clusters Score -94197.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -94197.171875 Penalty: 669.421448
	Iteration 21Q: 3 clusters Score -94197.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -94197.171875 Penalty: 669.421448
	Iteration 22F: 3 clusters Score -94197.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -34001.843750 Penalty: 288.806213
	Iteration 0F: 2 clusters Score -34001.84 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 279 members 
Entering Unmasked Estep 
Score: -33471.046875 Penalty: 577.612427
	Iteration 0F: 3 clusters Score -33471.05 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33600.855469 Penalty: 577.612427
	Iteration 1F: 3 clusters Score -33600.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33634.601562 Penalty: 577.612427
	Iteration 2F: 3 clusters Score -33634.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33651.117188 Penalty: 577.612427
	Iteration 3F: 3 clusters Score -33651.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33658.082031 Penalty: 577.612427
	Iteration 4Q: 3 clusters Score -33658.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33666.816406 Penalty: 577.612427
	Iteration 5Q: 3 clusters Score -33666.82 nChanged 13
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: -33676.558594 Penalty: 577.612427
	Iteration 6Q: 3 clusters Score -33676.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33679.957031 Penalty: 577.612427
	Iteration 7Q: 3 clusters Score -33679.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33688.214844 Penalty: 577.612427
	Iteration 8Q: 3 clusters Score -33688.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33697.453125 Penalty: 577.612427
	Iteration 9Q: 3 clusters Score -33697.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33701.722656 Penalty: 577.612427
	Iteration 10Q: 3 clusters Score -33701.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33704.710938 Penalty: 577.612427
	Iteration 11Q: 3 clusters Score -33704.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33708.980469 Penalty: 577.612427
	Iteration 12Q: 3 clusters Score -33708.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33711.707031 Penalty: 577.612427
	Iteration 13Q: 3 clusters Score -33711.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33713.750000 Penalty: 577.612427
	Iteration 14Q: 3 clusters Score -33713.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33715.062500 Penalty: 577.612427
	Iteration 15Q: 3 clusters Score -33715.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33715.621094 Penalty: 577.612427
	Iteration 16Q: 3 clusters Score -33715.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33715.621094 Penalty: 577.612427
	Iteration 17F: 3 clusters Score -33715.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -118576.515625 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -118576.5 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 982 members 
Entering Unmasked Estep 
Score: -117170.921875 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -117170.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -117646.226562 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -117646.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -117733.671875 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -117733.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -117800.820312 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -117800.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -117858.195312 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -117858.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -117912.929688 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -117912.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -117958.671875 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -117958.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -117987.398438 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -117987.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -118011.585938 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -118011.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -118038.156250 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -118038.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -118058.273438 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -118058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -118068.812500 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -118068.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -118086.734375 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -118086.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -118101.375000 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -118101.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -118126.640625 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -118126.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -118150.843750 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -118150.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -118166.984375 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -118167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -118182.226562 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -118182.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -118202.796875 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -118202.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -118226.421875 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -118226.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -118245.406250 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -118245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -118263.523438 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -118263.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -118276.937500 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -118276.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -118286.171875 Penalty: 689.611267
	Iteration 23Q: 3 clusters Score -118286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -118294.226562 Penalty: 689.611267
	Iteration 24Q: 3 clusters Score -118294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -118296.406250 Penalty: 689.611267
	Iteration 25Q: 3 clusters Score -118296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -118298.742188 Penalty: 689.611267
	Iteration 26Q: 3 clusters Score -118298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -118302.359375 Penalty: 689.611267
	Iteration 27Q: 3 clusters Score -118302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -118304.242188 Penalty: 689.611267
	Iteration 28Q: 3 clusters Score -118304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -118305.171875 Penalty: 689.611267
	Iteration 29Q: 3 clusters Score -118305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -118305.171875 Penalty: 689.611267
	Iteration 30F: 3 clusters Score -118305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51860.277344 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51860.28 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52237.351562 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52237.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52379.992188 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52379.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52513.210938 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52513.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52592.582031 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -52592.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52618.183594 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52618.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52620.542969 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52620.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52621.703125 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52626.113281 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52626.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52627.585938 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52627.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52629.976562 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52629.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52631.839844 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52631.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52632.902344 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52633.839844 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -52633.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52633.757812 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -52633.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52634.332031 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -52634.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52634.332031 Penalty: 618.916748
	Iteration 16F: 3 clusters Score -52634.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 448 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 451 members 
Entering Unmasked Estep 
Score: -58199212.000000 Penalty: 51607.328125
Splitting cluster 45 changes total score from -58199444.000000 to -58199212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -11343.259766 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -11343.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11086.231445 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -11086.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11243.541016 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -11243.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11351.184570 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -11351.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11403.061523 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -11403.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11502.164062 Penalty: 482.600739
	Iteration 4F: 3 clusters Score -11502.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11627.062500 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -11627.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11641.310547 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -11641.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11667.091797 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -11667.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11676.257812 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -11676.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11691.905273 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -11691.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11691.905273 Penalty: 482.600739
	Iteration 10F: 3 clusters Score -11691.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Entering Unmasked Estep 
Score: -58199508.000000 Penalty: 51607.328125
Splitting cluster 46 changes total score from -58199444.000000 to -58199508.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19194.986328 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19194.99 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19349.166016 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19349.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19397.367188 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19397.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19422.085938 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19422.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19436.054688 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19436.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19441.400391 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19447.044922 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19447.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19455.503906 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19461.021484 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19461.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19463.753906 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19463.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19464.275391 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -19464.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19465.554688 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -19465.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19468.048828 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -19468.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19475.078125 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -19475.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19481.474609 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -19481.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19481.474609 Penalty: 528.267273
	Iteration 15F: 3 clusters Score -19481.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10542.181641 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10542.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10263.528320 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10263.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10349.492188 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10349.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10378.495117 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10410.223633 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -10410.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10421.125977 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -10421.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10433.690430 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -10433.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10445.210938 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -10445.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10447.169922 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -10447.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10450.562500 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -10450.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10451.180664 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -10451.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10451.180664 Penalty: 490.405548
	Iteration 10F: 3 clusters Score -10451.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 321 members 
Entering Unmasked Estep 
Score: -35225.648438 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35225.65 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35451.328125 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35451.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35529.949219 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35529.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35573.445312 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35573.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35605.003906 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35636.351562 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35636.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35652.617188 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35652.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35664.808594 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35664.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35671.546875 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35671.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35675.867188 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35675.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35677.875000 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35677.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35681.152344 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35681.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35687.085938 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -35687.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35691.898438 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -35691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35695.339844 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -35695.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35700.835938 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -35700.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35702.441406 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -35702.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35703.695312 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -35703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35705.667969 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -35705.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35706.191406 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -35706.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35706.191406 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -35706.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 263 members 
Entering Unmasked Estep 
Score: -32281.093750 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32281.09 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32425.410156 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32425.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32472.992188 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32472.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32523.564453 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -32523.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32617.484375 Penalty: 568.395691
	Iteration 4F: 3 clusters Score -32617.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32826.593750 Penalty: 568.395691
	Iteration 5F: 3 clusters Score -32826.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32974.996094 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33014.718750 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -33014.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33016.121094 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -33016.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33016.632812 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -33016.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33016.632812 Penalty: 568.395691
	Iteration 10F: 3 clusters Score -33016.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 276 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 240 members 
Entering Unmasked Estep 
Score: -58199300.000000 Penalty: 52236.687500
Splitting cluster 50 changes total score from -58199444.000000 to -58199300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2725.073730 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2725.074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2773.026855 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2773.027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2783.378662 Penalty: 469.474030
	Iteration 2Q: 3 clusters Score -2783.379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2796.214600 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -2796.215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2807.145508 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2807.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2823.674805 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -2823.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2828.006104 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -2828.006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2853.124268 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -2853.124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2858.870361 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -2858.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2861.569336 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -2861.569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2865.399658 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -2865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2866.587891 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -2866.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2868.803955 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -2868.804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2869.827148 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -2869.827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2869.827148 Penalty: 469.474030
	Iteration 14F: 3 clusters Score -2869.827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48777.339844 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48777.34 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49120.605469 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49120.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49220.542969 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49220.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49270.082031 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49270.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49302.941406 Penalty: 610.213135
	Iteration 4Q: 3 clusters Score -49302.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49329.132812 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49329.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49341.003906 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49347.875000 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49347.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49353.308594 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49353.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49356.402344 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49357.269531 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49357.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49360.437500 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49360.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49361.628906 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49361.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49361.832031 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49361.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49361.832031 Penalty: 610.213135
	Iteration 14F: 3 clusters Score -49361.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10907.827148 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10907.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10665.280273 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10665.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10784.282227 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10784.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10814.659180 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10814.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10838.798828 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10872.607422 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10872.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10893.072266 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10893.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10899.467773 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10899.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10907.505859 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10907.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10913.506836 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10913.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10916.470703 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -10916.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10916.914062 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -10916.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10916.914062 Penalty: 481.232300
	Iteration 11F: 3 clusters Score -10916.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 75 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 123 members 
Entering Unmasked Estep 
Score: -58199152.000000 Penalty: 52236.687500
Splitting cluster 53 changes total score from -58199444.000000 to -58199152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -20870.501953 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -20870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20491.833984 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -20491.83 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20594.818359 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -20594.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20643.949219 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -20643.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20668.511719 Penalty: 535.635498
	Iteration 3Q: 3 clusters Score -20668.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20702.378906 Penalty: 535.635498
	Iteration 4F: 3 clusters Score -20702.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20712.029297 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -20712.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20715.425781 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -20715.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20734.285156 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -20734.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20745.267578 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -20745.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20747.048828 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -20747.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20749.556641 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -20749.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20749.556641 Penalty: 535.635498
	Iteration 11F: 3 clusters Score -20749.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9034.836914 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9034.837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8792.838867 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8792.839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8968.489258 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8968.489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8987.602539 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8987.603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9008.462891 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -9008.463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9026.199219 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -9026.199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9043.978516 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -9043.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9049.167969 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -9049.168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9051.847656 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -9051.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9053.858398 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -9053.858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9056.652344 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -9056.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9066.929688 Penalty: 476.516235
	Iteration 10Q: 3 clusters Score -9066.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9087.057617 Penalty: 476.516235
	Iteration 11Q: 3 clusters Score -9087.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9092.520508 Penalty: 476.516235
	Iteration 12Q: 3 clusters Score -9092.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9092.520508 Penalty: 476.516235
	Iteration 13F: 3 clusters Score -9092.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 46 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 142 members 
Entering Unmasked Estep 
Score: -58199148.000000 Penalty: 52236.687500
Splitting cluster 55 changes total score from -58199444.000000 to -58199148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -87070.078125 Penalty: 333.384094
	Iteration 0F: 2 clusters Score -87070.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85928.500000 Penalty: 666.768188
	Iteration 0F: 3 clusters Score -85928.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -86559.093750 Penalty: 666.768188
	Iteration 1F: 3 clusters Score -86559.09 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -86784.117188 Penalty: 666.768188
	Iteration 2F: 3 clusters Score -86784.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -86866.132812 Penalty: 666.768188
	Iteration 3F: 3 clusters Score -86866.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -86900.617188 Penalty: 666.768188
	Iteration 4Q: 3 clusters Score -86900.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -86920.281250 Penalty: 666.768188
	Iteration 5Q: 3 clusters Score -86920.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -86937.195312 Penalty: 666.768188
	Iteration 6Q: 3 clusters Score -86937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -86960.750000 Penalty: 666.768188
	Iteration 7Q: 3 clusters Score -86960.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -86985.492188 Penalty: 666.768188
	Iteration 8Q: 3 clusters Score -86985.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -87008.773438 Penalty: 666.768188
	Iteration 9Q: 3 clusters Score -87008.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -87025.093750 Penalty: 666.768188
	Iteration 10Q: 3 clusters Score -87025.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -87039.328125 Penalty: 666.768188
	Iteration 11Q: 3 clusters Score -87039.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -87045.968750 Penalty: 666.768188
	Iteration 12Q: 3 clusters Score -87045.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87050.867188 Penalty: 666.768188
	Iteration 13Q: 3 clusters Score -87050.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -87055.234375 Penalty: 666.768188
	Iteration 14Q: 3 clusters Score -87055.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87057.507812 Penalty: 666.768188
	Iteration 15Q: 3 clusters Score -87057.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87062.445312 Penalty: 666.768188
	Iteration 16Q: 3 clusters Score -87062.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -87065.945312 Penalty: 666.768188
	Iteration 17Q: 3 clusters Score -87065.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87069.539062 Penalty: 666.768188
	Iteration 18Q: 3 clusters Score -87069.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -87073.054688 Penalty: 666.768188
	Iteration 19Q: 3 clusters Score -87073.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -87074.765625 Penalty: 666.768188
	Iteration 20F: 3 clusters Score -87074.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -87079.968750 Penalty: 666.768188
	Iteration 21Q: 3 clusters Score -87079.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -87085.812500 Penalty: 666.768188
	Iteration 22Q: 3 clusters Score -87085.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -87086.359375 Penalty: 666.768188
	Iteration 23Q: 3 clusters Score -87086.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -87087.109375 Penalty: 666.768188
	Iteration 24Q: 3 clusters Score -87087.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87087.093750 Penalty: 666.768188
	Iteration 25Q: 3 clusters Score -87087.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -87087.359375 Penalty: 666.768188
	Iteration 26Q: 3 clusters Score -87087.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87087.382812 Penalty: 666.768188
	Iteration 27Q: 3 clusters Score -87087.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87087.382812 Penalty: 666.768188
	Iteration 28F: 3 clusters Score -87087.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 536 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 985 members 
Entering Unmasked Estep 
Score: -58199240.000000 Penalty: 52236.687500
Splitting cluster 56 changes total score from -58199444.000000 to -58199240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20690.837891 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20690.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20797.044922 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20797.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20843.232422 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20843.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20877.357422 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -20877.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20901.978516 Penalty: 537.387939
	Iteration 4F: 3 clusters Score -20901.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20916.386719 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20916.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20931.353516 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20931.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20943.816406 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20943.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20947.978516 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20947.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20955.351562 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20955.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20968.361328 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20968.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20979.185547 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20979.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20996.578125 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -20996.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21032.679688 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -21032.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21038.300781 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -21038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21039.476562 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -21039.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21041.728516 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -21041.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21042.740234 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -21042.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21043.404297 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -21043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21043.783203 Penalty: 537.387939
	Iteration 19F: 3 clusters Score -21043.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21047.212891 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -21047.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21053.710938 Penalty: 537.387939
	Iteration 21Q: 3 clusters Score -21053.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21053.710938 Penalty: 537.387939
	Iteration 22F: 3 clusters Score -21053.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -24304.054688 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -24304.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23869.222656 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23869.22 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24109.527344 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -24109.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24184.726562 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -24184.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24197.101562 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -24197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24207.646484 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -24207.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24216.375000 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -24216.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24218.384766 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -24218.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24219.054688 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -24219.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24219.054688 Penalty: 554.720032
	Iteration 8F: 3 clusters Score -24219.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17571.000000 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17674.279297 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17674.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17712.548828 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17712.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17742.667969 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17742.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17762.308594 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17762.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17775.175781 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17775.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17788.093750 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17788.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17795.673828 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17795.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17796.384766 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17796.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17797.166016 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17797.166016 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -17797.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -20208.763672 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -20208.76 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 162 members 
Entering Unmasked Estep 
Score: -19855.251953 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -19855.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19944.031250 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -19944.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19990.750000 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -19990.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20015.775391 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -20015.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20035.937500 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -20035.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20051.564453 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -20051.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20066.580078 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -20066.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20072.740234 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -20072.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20073.990234 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -20073.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20074.685547 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -20074.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20075.777344 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -20075.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20075.777344 Penalty: 522.028076
	Iteration 11F: 3 clusters Score -20075.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (86259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Entering Unmasked Estep 
Score: -5184872.000000 Penalty: 517.112488
	Iteration 0F: 2 clusters Score -5184872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5126630.500000 Penalty: 1034.224976
	Iteration 0F: 3 clusters Score -5126630 nChanged 42299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5156813.500000 Penalty: 1034.224976
	Iteration 1F: 3 clusters Score -5156814 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5161055.500000 Penalty: 1034.224976
	Iteration 2F: 3 clusters Score -5161056 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5166498.500000 Penalty: 1034.224976
	Iteration 3F: 3 clusters Score -5166498 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5172536.500000 Penalty: 1034.224976
	Iteration 4F: 3 clusters Score -5172536 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -5177690.500000 Penalty: 1034.224976
	Iteration 5F: 3 clusters Score -5177690 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5181456.000000 Penalty: 1034.224976
	Iteration 6Q: 3 clusters Score -5181456 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5183441.500000 Penalty: 1034.224976
	Iteration 7Q: 3 clusters Score -5183442 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5184102.500000 Penalty: 1034.224976
	Iteration 8Q: 3 clusters Score -5184102 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5184318.000000 Penalty: 1034.224976
	Iteration 9Q: 3 clusters Score -5184318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5184371.500000 Penalty: 1034.224976
	Iteration 10Q: 3 clusters Score -5184372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5184399.000000 Penalty: 1034.224976
	Iteration 11Q: 3 clusters Score -5184399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5184414.500000 Penalty: 1034.224976
	Iteration 12Q: 3 clusters Score -5184414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5184420.000000 Penalty: 1034.224976
	Iteration 13Q: 3 clusters Score -5184420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5184426.500000 Penalty: 1034.224976
	Iteration 14Q: 3 clusters Score -5184426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5184426.500000 Penalty: 1034.224976
	Iteration 15Q: 3 clusters Score -5184426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5184426.500000 Penalty: 1034.224976
	Iteration 16F: 3 clusters Score -5184426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8223.641602 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8223.642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8287.113281 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8287.113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8301.044922 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8301.045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8307.365234 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8307.365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8309.304688 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8309.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8310.434570 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8310.435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8310.960938 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8310.961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8310.960938 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -8310.961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3583.367188 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3583.367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3484.164307 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3484.164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3558.799805 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3575.856689 Penalty: 381.258575
	Iteration 2F: 3 clusters Score -3575.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3579.445312 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3579.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3579.445312 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -3579.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -28958.830078 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -28958.83 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 248 members 
Entering Unmasked Estep 
Score: -28490.476562 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -28490.48 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28768.343750 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -28768.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28873.642578 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -28873.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28918.615234 Penalty: 566.794495
	Iteration 3F: 3 clusters Score -28918.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28942.640625 Penalty: 566.794495
	Iteration 4Q: 3 clusters Score -28942.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28958.880859 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -28958.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28973.724609 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -28973.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29008.816406 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -29008.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29033.621094 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -29033.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29049.158203 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -29049.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29061.193359 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -29061.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29081.720703 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -29081.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29089.898438 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -29089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29093.085938 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -29093.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29095.812500 Penalty: 566.794495
	Iteration 14Q: 3 clusters Score -29095.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29098.087891 Penalty: 566.794495
	Iteration 15Q: 3 clusters Score -29098.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29100.876953 Penalty: 566.794495
	Iteration 16Q: 3 clusters Score -29100.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29108.330078 Penalty: 566.794495
	Iteration 17Q: 3 clusters Score -29108.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29128.988281 Penalty: 566.794495
	Iteration 18Q: 3 clusters Score -29128.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29139.664062 Penalty: 566.794495
	Iteration 19Q: 3 clusters Score -29139.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29140.751953 Penalty: 566.794495
	Iteration 20F: 3 clusters Score -29140.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 331 members 
Entering Unmasked Estep 
Score: -58199296.000000 Penalty: 52236.687500
Splitting cluster 64 changes total score from -58199444.000000 to -58199296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5840.043945 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5840.044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5900.533691 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5900.534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5921.220703 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5921.221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5939.092773 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5939.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5942.426758 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5942.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5942.426758 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -5942.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -13325.401367 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -13325.4 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 137 members 
Entering Unmasked Estep 
Score: -13014.514648 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -13014.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13202.299805 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -13202.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13257.860352 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -13257.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13264.044922 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -13264.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13268.324219 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -13268.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13272.670898 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -13272.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13274.599609 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -13274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13274.599609 Penalty: 515.329407
	Iteration 7F: 3 clusters Score -13274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7604.846191 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7604.846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7698.905762 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7698.906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7732.162598 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7732.163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7744.404297 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7744.404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7753.643555 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7753.644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7757.010742 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7757.011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7762.010254 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7762.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7763.867676 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -7763.868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7766.686035 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -7766.686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7766.686035 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -7766.686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -292345.531250 Penalty: 385.684387
	Iteration 0F: 2 clusters Score -292345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -289175.875000 Penalty: 771.368774
	Iteration 0F: 3 clusters Score -289175.9 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -290309.812500 Penalty: 771.368774
	Iteration 1F: 3 clusters Score -290309.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -290370.218750 Penalty: 771.368774
	Iteration 2Q: 3 clusters Score -290370.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -290435.500000 Penalty: 771.368774
	Iteration 3Q: 3 clusters Score -290435.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -290513.500000 Penalty: 771.368774
	Iteration 4Q: 3 clusters Score -290513.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -290590.031250 Penalty: 771.368774
	Iteration 5Q: 3 clusters Score -290590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -290680.125000 Penalty: 771.368774
	Iteration 6Q: 3 clusters Score -290680.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -290796.937500 Penalty: 771.368774
	Iteration 7Q: 3 clusters Score -290796.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -290928.031250 Penalty: 771.368774
	Iteration 8Q: 3 clusters Score -290928 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -291065.093750 Penalty: 771.368774
	Iteration 9Q: 3 clusters Score -291065.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -291216.187500 Penalty: 771.368774
	Iteration 10F: 3 clusters Score -291216.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -291362.906250 Penalty: 771.368774
	Iteration 11Q: 3 clusters Score -291362.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -291515.968750 Penalty: 771.368774
	Iteration 12Q: 3 clusters Score -291516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -291650.468750 Penalty: 771.368774
	Iteration 13Q: 3 clusters Score -291650.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -291762.187500 Penalty: 771.368774
	Iteration 14Q: 3 clusters Score -291762.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -291848.968750 Penalty: 771.368774
	Iteration 15Q: 3 clusters Score -291849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -291905.218750 Penalty: 771.368774
	Iteration 16Q: 3 clusters Score -291905.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -291944.937500 Penalty: 771.368774
	Iteration 17Q: 3 clusters Score -291944.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -291977.531250 Penalty: 771.368774
	Iteration 18Q: 3 clusters Score -291977.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -291999.250000 Penalty: 771.368774
	Iteration 19Q: 3 clusters Score -291999.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -292012.312500 Penalty: 771.368774
	Iteration 20F: 3 clusters Score -292012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -292020.281250 Penalty: 771.368774
	Iteration 21Q: 3 clusters Score -292020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -292025.500000 Penalty: 771.368774
	Iteration 22Q: 3 clusters Score -292025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -292026.750000 Penalty: 771.368774
	Iteration 23Q: 3 clusters Score -292026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -292028.593750 Penalty: 771.368774
	Iteration 24Q: 3 clusters Score -292028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -292029.531250 Penalty: 771.368774
	Iteration 25Q: 3 clusters Score -292029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -292029.531250 Penalty: 771.368774
	Iteration 26F: 3 clusters Score -292029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -66241.343750 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -66241.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65390.046875 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -65390.05 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65617.273438 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -65617.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65657.070312 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -65657.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65695.171875 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -65695.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65747.328125 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -65747.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65800.687500 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -65800.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65864.609375 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -65864.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65914.179688 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -65914.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65948.718750 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -65948.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65963.171875 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -65963.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65972.437500 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -65972.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65977.984375 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -65977.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65981.054688 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -65981.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65991.320312 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -65991.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66004.164062 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -66004.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66025.882812 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -66025.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66037.554688 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -66037.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66053.875000 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -66053.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66069.210938 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -66069.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66085.015625 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -66085.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66096.921875 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -66096.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66104.085938 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -66104.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66110.773438 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -66110.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66116.765625 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -66116.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66123.585938 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -66123.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66131.515625 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -66131.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66140.187500 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -66140.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66148.093750 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -66148.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66150.937500 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -66150.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66154.031250 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -66154.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66155.718750 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -66155.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66158.273438 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -66158.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66164.507812 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -66164.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66178.304688 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -66178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66192.585938 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -66192.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66200.476562 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -66200.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66207.679688 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -66207.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66213.976562 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -66213.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66215.968750 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -66215.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66218.078125 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -66218.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66221.718750 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -66221.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66226.171875 Penalty: 637.113342
	Iteration 41Q: 3 clusters Score -66226.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66232.429688 Penalty: 637.113342
	Iteration 42Q: 3 clusters Score -66232.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66240.671875 Penalty: 637.113342
	Iteration 43Q: 3 clusters Score -66240.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66248.390625 Penalty: 637.113342
	Iteration 44Q: 3 clusters Score -66248.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66250.710938 Penalty: 637.113342
	Iteration 45Q: 3 clusters Score -66250.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66251.078125 Penalty: 637.113342
	Iteration 46Q: 3 clusters Score -66251.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66251.164062 Penalty: 637.113342
	Iteration 47Q: 3 clusters Score -66251.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66251.164062 Penalty: 637.113342
	Iteration 48F: 3 clusters Score -66251.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 697 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 622 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 401 members 
Entering Unmasked Estep 
Score: -58199176.000000 Penalty: 52236.687500
Splitting cluster 69 changes total score from -58199444.000000 to -58199176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5728.249023 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5728.249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5764.138672 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5764.139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5771.562500 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5771.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5774.269531 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5774.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5782.066895 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5782.067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5791.173340 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5791.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5803.289062 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -5803.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5805.090332 Penalty: 417.232056
	Iteration 7Q: 3 clusters Score -5805.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5805.090332 Penalty: 417.232056
	Iteration 8F: 3 clusters Score -5805.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8838.469727 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8838.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8916.186523 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8916.187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8972.867188 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8972.867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9017.335938 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -9017.336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9041.422852 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -9041.423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9054.155273 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -9054.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9057.306641 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -9057.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9059.609375 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -9059.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9059.609375 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -9059.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -74974.664062 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74974.66 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -75258.640625 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75258.64 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75311.554688 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75311.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75357.648438 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75357.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75398.789062 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -75398.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -75436.460938 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75436.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75470.687500 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75470.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -75514.632812 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75514.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75555.671875 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75555.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75594.515625 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75594.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -75639.796875 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75639.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -75681.929688 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75681.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -75707.968750 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75707.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -75732.203125 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -75751.703125 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -75758.898438 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75764.632812 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75764.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75767.296875 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -75767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75767.867188 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -75767.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75769.765625 Penalty: 648.327515
	Iteration 19F: 3 clusters Score -75769.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -75770.703125 Penalty: 648.327515
	Iteration 20F: 3 clusters Score -75770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -75771.218750 Penalty: 648.327515
	Iteration 21Q: 3 clusters Score -75771.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -75773.257812 Penalty: 648.327515
	Iteration 22Q: 3 clusters Score -75773.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -75774.710938 Penalty: 648.327515
	Iteration 23Q: 3 clusters Score -75774.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75775.804688 Penalty: 648.327515
	Iteration 24Q: 3 clusters Score -75775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75775.804688 Penalty: 648.327515
	Iteration 25F: 3 clusters Score -75775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -34948.542969 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -34948.54 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 323 members 
Entering Unmasked Estep 
Score: -34367.152344 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -34367.15 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34743.597656 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -34743.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35075.292969 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -35075.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35262.476562 Penalty: 585.397522
	Iteration 3F: 3 clusters Score -35262.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35372.613281 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -35372.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35401.417969 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -35401.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35405.507812 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -35405.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35406.914062 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -35406.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35409.351562 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -35409.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35410.343750 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -35410.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35412.105469 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -35412.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35412.617188 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -35412.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35412.960938 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -35412.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35412.960938 Penalty: 585.397522
	Iteration 13F: 3 clusters Score -35412.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5120 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 469 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 917 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 153 members 
Entering Unmasked Estep 
Score: -58199636.000000 Penalty: 52236.687500
Splitting cluster 73 changes total score from -58199444.000000 to -58199636.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4527.229980 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4527.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4573.319336 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4573.319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4588.898438 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -4588.898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4601.861816 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4601.862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4615.293945 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -4615.294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4640.820801 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -4640.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4640.820801 Penalty: 404.281281
	Iteration 6F: 3 clusters Score -4640.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5226.902832 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5226.903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5310.169922 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5310.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5373.945312 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5373.945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5402.949707 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -5402.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5412.600586 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5412.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5429.950684 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5429.951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5436.564453 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -5436.564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5444.779297 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -5444.779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5448.524414 Penalty: 438.645630
	Iteration 8Q: 3 clusters Score -5448.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5449.615723 Penalty: 438.645630
	Iteration 9Q: 3 clusters Score -5449.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5449.615723 Penalty: 438.645630
	Iteration 10F: 3 clusters Score -5449.616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4962.051270 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4962.051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5027.338379 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5027.338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5048.884277 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5048.884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5059.201172 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5059.201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5061.029297 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5061.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5062.466797 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5062.467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5062.466797 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -5062.467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -16661.226562 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16661.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16329.916016 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16329.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16447.070312 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16447.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16504.873047 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -16504.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16559.359375 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -16559.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16573.085938 Penalty: 508.439636
	Iteration 4F: 3 clusters Score -16573.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16582.828125 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16582.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16586.812500 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16586.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16593.226562 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -16593.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16593.710938 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -16593.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16593.710938 Penalty: 508.439636
	Iteration 9F: 3 clusters Score -16593.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6955.160645 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6955.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6739.723633 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6739.724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6819.719727 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6819.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6830.111328 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6830.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9359.061523 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9359.062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9427.292969 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9427.293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9473.960938 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9473.961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9498.335938 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9498.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9507.035156 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9507.035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9511.089844 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9511.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9514.798828 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9514.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9517.017578 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9517.018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9518.100586 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9518.101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9518.100586 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -9518.101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2503.714111 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2503.714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2522.147705 Penalty: 346.406281
	Iteration 1Q: 3 clusters Score -2522.148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2454.741455 Penalty: 346.406281
	Iteration 2Q: 3 clusters Score -2454.741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -2554.596924 Penalty: 173.203140
	Iteration 3F: 2 clusters Score -2554.597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 4F: 2 clusters Score -2603.186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 32309 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 118853 members 
Mstep: Class 8 contains 95181 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124250 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 108446 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 124703 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35632 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1566 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 54 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 86259 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4801 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 469 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 139 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199828.000000 Penalty: 52236.687500
Iteration 279Q: 84 clusters Score -5.819983e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 32305 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 118849 members 
Mstep: Class 8 contains 95217 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124166 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 108448 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4793 members 
Mstep: Class 24 contains 124736 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96686 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 35619 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1555 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 85935 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 66 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4914 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 465 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 894 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200148.000000 Penalty: 52236.687500
Iteration 280F: 84 clusters Score -5.820015e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 32301 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 118848 members 
Mstep: Class 8 contains 95256 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124091 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108430 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 124777 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 96943 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5042 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 35625 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 85585 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4938 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 933 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 142 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200336.000000 Penalty: 52236.687500
Iteration 281Q: 84 clusters Score -5.820034e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 32290 members 
Mstep: Class 6 contains 11162 members 
Mstep: Class 7 contains 118872 members 
Mstep: Class 8 contains 95306 members 
Mstep: Class 9 contains 14678 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 124046 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108448 members 
Mstep: Class 17 contains 15383 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 124791 members 
Mstep: Class 25 contains 6169 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 97239 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 35617 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1530 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 359 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 85180 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4958 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 957 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 144 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200464.000000 Penalty: 52236.687500
Iteration 282Q: 84 clusters Score -5.820046e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10171 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 32277 members 
Mstep: Class 6 contains 11165 members 
Mstep: Class 7 contains 118885 members 
Mstep: Class 8 contains 95365 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9949 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123971 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108468 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 124825 members 
Mstep: Class 25 contains 6243 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 97613 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 35638 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1523 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 84684 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4972 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 979 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200440.000000 Penalty: 52236.687500
Iteration 283Q: 84 clusters Score -5.820044e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10171 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 32271 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 118911 members 
Mstep: Class 8 contains 95441 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9946 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123924 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108460 members 
Mstep: Class 17 contains 15397 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4682 members 
Mstep: Class 24 contains 124856 members 
Mstep: Class 25 contains 6300 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 98026 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4951 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 35617 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1514 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 84164 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 4995 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1005 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200444.000000 Penalty: 52236.687500
Iteration 284Q: 84 clusters Score -5.820044e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 32272 members 
Mstep: Class 6 contains 11173 members 
Mstep: Class 7 contains 118942 members 
Mstep: Class 8 contains 95518 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9944 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123881 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 108475 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 124890 members 
Mstep: Class 25 contains 6367 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 98412 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4909 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 35586 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1505 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 83638 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5018 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1029 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200436.000000 Penalty: 52236.687500
Iteration 285Q: 84 clusters Score -5.820044e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10187 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 32263 members 
Mstep: Class 6 contains 11177 members 
Mstep: Class 7 contains 118968 members 
Mstep: Class 8 contains 95565 members 
Mstep: Class 9 contains 14670 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123792 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108512 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 124924 members 
Mstep: Class 25 contains 6427 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 98827 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4881 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 35623 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1493 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 83076 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5041 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1056 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200148.000000 Penalty: 52236.687500
Iteration 286Q: 84 clusters Score -5.820015e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10209 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 32257 members 
Mstep: Class 6 contains 11177 members 
Mstep: Class 7 contains 119024 members 
Mstep: Class 8 contains 95613 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123737 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108595 members 
Mstep: Class 17 contains 15436 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4574 members 
Mstep: Class 24 contains 124968 members 
Mstep: Class 25 contains 6490 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 99251 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4861 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 35611 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 82422 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5059 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1077 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200156.000000 Penalty: 52236.687500
Iteration 287Q: 84 clusters Score -5.820016e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10235 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 32255 members 
Mstep: Class 6 contains 11171 members 
Mstep: Class 7 contains 119102 members 
Mstep: Class 8 contains 95660 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 123685 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 108734 members 
Mstep: Class 17 contains 15459 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 125005 members 
Mstep: Class 25 contains 6545 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 99720 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 35605 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1480 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 81650 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5078 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1094 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199884.000000 Penalty: 52236.687500
Iteration 288Q: 84 clusters Score -5.819988e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 32262 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 119192 members 
Mstep: Class 8 contains 95663 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123635 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 108880 members 
Mstep: Class 17 contains 15487 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 125092 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 100211 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 35659 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1478 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 80777 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5096 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1108 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199992.000000 Penalty: 52236.687500
Iteration 289Q: 84 clusters Score -5.819999e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 32271 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 119305 members 
Mstep: Class 8 contains 95681 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 123570 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 109097 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 125188 members 
Mstep: Class 25 contains 6638 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 100757 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4780 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 35702 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1474 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 79744 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5106 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1129 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199936.000000 Penalty: 52236.687500
Iteration 290Q: 84 clusters Score -5.819994e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 32291 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 119454 members 
Mstep: Class 8 contains 95682 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 123529 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 109298 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 125312 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 101382 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4756 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 35727 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 78567 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5115 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1141 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199728.000000 Penalty: 52236.687500
Iteration 291Q: 84 clusters Score -5.819973e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 32308 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 119601 members 
Mstep: Class 8 contains 95669 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 123489 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 109564 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 125454 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 102067 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4741 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 35760 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 77252 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1149 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199420.000000 Penalty: 52236.687500
Iteration 292Q: 84 clusters Score -5.819942e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 32318 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 119798 members 
Mstep: Class 8 contains 95669 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123458 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 109858 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 125605 members 
Mstep: Class 25 contains 6747 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 102835 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4724 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 35778 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 75765 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1155 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199064.000000 Penalty: 52236.687500
Iteration 293Q: 84 clusters Score -5.819906e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 32325 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 119994 members 
Mstep: Class 8 contains 95655 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123416 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 110102 members 
Mstep: Class 17 contains 15739 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 125794 members 
Mstep: Class 25 contains 6760 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 103744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4718 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 880 members 
Mstep: Class 39 contains 35812 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 74148 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5105 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1160 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198936.000000 Penalty: 52236.687500
Iteration 294Q: 84 clusters Score -5.819894e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10385 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 32348 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 120205 members 
Mstep: Class 8 contains 95671 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9924 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123406 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 110446 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 125983 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 104805 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4715 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 35780 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 72231 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 289 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5100 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1167 members 
Mstep: Class 78 contains 267 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198844.000000 Penalty: 52236.687500
Iteration 295Q: 84 clusters Score -5.819884e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 32393 members 
Mstep: Class 6 contains 11159 members 
Mstep: Class 7 contains 120543 members 
Mstep: Class 8 contains 95661 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123382 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 110743 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 126188 members 
Mstep: Class 25 contains 6765 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 105936 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4696 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 880 members 
Mstep: Class 39 contains 35810 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1473 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 70154 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5090 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1172 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198800.000000 Penalty: 52236.687500
Iteration 296Q: 84 clusters Score -5.81988e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 32447 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 120937 members 
Mstep: Class 8 contains 95646 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9908 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 123384 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 110979 members 
Mstep: Class 17 contains 16027 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 126448 members 
Mstep: Class 25 contains 6766 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 107052 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4687 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 35797 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 553 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 68027 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5074 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1176 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198420.000000 Penalty: 52236.687500
Iteration 297Q: 84 clusters Score -5.819842e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 32499 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 121413 members 
Mstep: Class 8 contains 95598 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 123388 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 111238 members 
Mstep: Class 17 contains 16148 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4307 members 
Mstep: Class 24 contains 126760 members 
Mstep: Class 25 contains 6755 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 108269 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4679 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 35818 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 544 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 65635 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5058 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1185 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198188.000000 Penalty: 52236.687500
Iteration 298Q: 84 clusters Score -5.819819e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 32560 members 
Mstep: Class 6 contains 11155 members 
Mstep: Class 7 contains 121953 members 
Mstep: Class 8 contains 95533 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 123386 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 111425 members 
Mstep: Class 17 contains 16285 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4279 members 
Mstep: Class 24 contains 127072 members 
Mstep: Class 25 contains 6739 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 109710 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4664 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 35848 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 539 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 63008 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5051 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1195 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198140.000000 Penalty: 52236.687500
Iteration 299Q: 84 clusters Score -5.819814e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 32651 members 
Mstep: Class 6 contains 11159 members 
Mstep: Class 7 contains 122535 members 
Mstep: Class 8 contains 95470 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123405 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 111587 members 
Mstep: Class 17 contains 16425 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4251 members 
Mstep: Class 24 contains 127387 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 111316 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4642 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 35857 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 538 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 60173 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5041 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1199 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197892.000000 Penalty: 52236.687500
Iteration 300F: 84 clusters Score -5.819789e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10632 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 32742 members 
Mstep: Class 6 contains 11155 members 
Mstep: Class 7 contains 123169 members 
Mstep: Class 8 contains 95428 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 123422 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 111707 members 
Mstep: Class 17 contains 16564 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 127709 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 112916 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 35859 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 533 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 57326 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5035 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1206 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197688.000000 Penalty: 52236.687500
Iteration 301Q: 84 clusters Score -5.819769e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 32841 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 123825 members 
Mstep: Class 8 contains 95374 members 
Mstep: Class 9 contains 14639 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9855 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 123430 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 111869 members 
Mstep: Class 17 contains 16736 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 128053 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 114485 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4609 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 35880 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1474 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 54383 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5021 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 265 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197256.000000 Penalty: 52236.687500
Iteration 302Q: 84 clusters Score -5.819726e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 32966 members 
Mstep: Class 6 contains 11162 members 
Mstep: Class 7 contains 124495 members 
Mstep: Class 8 contains 95320 members 
Mstep: Class 9 contains 14638 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9844 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123432 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 112029 members 
Mstep: Class 17 contains 16907 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4181 members 
Mstep: Class 24 contains 128427 members 
Mstep: Class 25 contains 6665 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 116065 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4595 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 35904 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1476 members 
Mstep: Class 43 contains 519 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 51342 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5014 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1218 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196904.000000 Penalty: 52236.687500
Iteration 303Q: 84 clusters Score -5.81969e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 33074 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 125270 members 
Mstep: Class 8 contains 95242 members 
Mstep: Class 9 contains 14636 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123409 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 112204 members 
Mstep: Class 17 contains 17065 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4170 members 
Mstep: Class 24 contains 128829 members 
Mstep: Class 25 contains 6661 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 117610 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4589 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 35965 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1477 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 48196 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5008 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1228 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196720.000000 Penalty: 52236.687500
Iteration 304Q: 84 clusters Score -5.819672e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10794 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 11171 members 
Mstep: Class 7 contains 126025 members 
Mstep: Class 8 contains 95166 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9835 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123396 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 112408 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 129237 members 
Mstep: Class 25 contains 6645 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 119261 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4577 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 36018 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1477 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 44934 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 292 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5007 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1247 members 
Mstep: Class 78 contains 266 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196400.000000 Penalty: 52236.687500
Iteration 305Q: 84 clusters Score -5.81964e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 126743 members 
Mstep: Class 8 contains 95112 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 72888 members 
Mstep: Class 14 contains 123404 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 112766 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 129690 members 
Mstep: Class 25 contains 6637 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 120775 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4562 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 36041 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 488 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 41606 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5009 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1261 members 
Mstep: Class 78 contains 268 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195740.000000 Penalty: 52236.687500
Iteration 306Q: 84 clusters Score -5.819574e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10843 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 5061 members 
Mstep: Class 5 contains 33470 members 
Mstep: Class 6 contains 11176 members 
Mstep: Class 7 contains 127477 members 
Mstep: Class 8 contains 95060 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9826 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 123391 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 113023 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4199 members 
Mstep: Class 24 contains 130099 members 
Mstep: Class 25 contains 6631 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 122542 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4550 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 36082 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1467 members 
Mstep: Class 43 contains 473 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 38150 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5013 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1269 members 
Mstep: Class 78 contains 269 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195488.000000 Penalty: 52236.687500
Iteration 307Q: 84 clusters Score -5.819549e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 11186 members 
Mstep: Class 7 contains 128225 members 
Mstep: Class 8 contains 95004 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9826 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 123378 members 
Mstep: Class 15 contains 6071 members 
Mstep: Class 16 contains 113284 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 130500 members 
Mstep: Class 25 contains 6605 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 124421 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4534 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 36133 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 456 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 34546 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5015 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1284 members 
Mstep: Class 78 contains 270 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195496.000000 Penalty: 52236.687500
Iteration 308Q: 84 clusters Score -5.81955e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 33762 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 129002 members 
Mstep: Class 8 contains 94960 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 123361 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 113575 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4303 members 
Mstep: Class 24 contains 130861 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 126234 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4517 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 36170 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 437 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 31007 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5020 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1306 members 
Mstep: Class 78 contains 273 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195048.000000 Penalty: 52236.687500
Iteration 309Q: 84 clusters Score -5.819505e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10900 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 33895 members 
Mstep: Class 6 contains 11203 members 
Mstep: Class 7 contains 129703 members 
Mstep: Class 8 contains 94900 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9834 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 123335 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 113922 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 131246 members 
Mstep: Class 25 contains 6445 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 128111 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4505 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 36224 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 418 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 27422 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5025 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1331 members 
Mstep: Class 78 contains 274 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194756.000000 Penalty: 52236.687500
Iteration 310Q: 84 clusters Score -5.819476e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10938 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 34025 members 
Mstep: Class 6 contains 11210 members 
Mstep: Class 7 contains 130436 members 
Mstep: Class 8 contains 94858 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123317 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 114362 members 
Mstep: Class 17 contains 18136 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 131601 members 
Mstep: Class 25 contains 6337 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 129715 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4502 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 36240 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 188 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 24056 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 289 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5024 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1349 members 
Mstep: Class 78 contains 275 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194912.000000 Penalty: 52236.687500
Iteration 311Q: 84 clusters Score -5.819491e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10982 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 34151 members 
Mstep: Class 6 contains 11210 members 
Mstep: Class 7 contains 131129 members 
Mstep: Class 8 contains 94812 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123302 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 114835 members 
Mstep: Class 17 contains 18297 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 131979 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 131154 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4488 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 36271 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1445 members 
Mstep: Class 43 contains 376 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 20887 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5025 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1371 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194708.000000 Penalty: 52236.687500
Iteration 312Q: 84 clusters Score -5.819471e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 3147 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 34310 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 131910 members 
Mstep: Class 8 contains 94739 members 
Mstep: Class 9 contains 14649 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9835 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 123292 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 115175 members 
Mstep: Class 17 contains 18456 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 132258 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 132420 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4465 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 36336 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1440 members 
Mstep: Class 43 contains 365 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 18030 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 288 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5034 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1399 members 
Mstep: Class 78 contains 279 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 626.182251 but Gain 629.359375
Score: -58194880.000000 Penalty: 51607.328125
Iteration 313Q: 83 clusters Score -5.819488e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 34452 members 
Mstep: Class 6 contains 11193 members 
Mstep: Class 7 contains 132733 members 
Mstep: Class 8 contains 94676 members 
Mstep: Class 9 contains 14650 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9844 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123273 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 115699 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 132571 members 
Mstep: Class 25 contains 5949 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133324 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4452 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 36403 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 15626 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5041 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1419 members 
Mstep: Class 78 contains 279 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194904.000000 Penalty: 51607.328125
Iteration 314Q: 83 clusters Score -5.81949e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11053 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 34583 members 
Mstep: Class 6 contains 11188 members 
Mstep: Class 7 contains 133519 members 
Mstep: Class 8 contains 94637 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9852 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123226 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 115939 members 
Mstep: Class 17 contains 18748 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 132838 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133841 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4440 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 36468 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 13665 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5050 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1441 members 
Mstep: Class 78 contains 279 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195092.000000 Penalty: 51607.328125
Iteration 315Q: 83 clusters Score -5.819509e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 34703 members 
Mstep: Class 6 contains 11175 members 
Mstep: Class 7 contains 134316 members 
Mstep: Class 8 contains 94609 members 
Mstep: Class 9 contains 14657 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9860 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 123199 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 116139 members 
Mstep: Class 17 contains 18862 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 133121 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133996 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4430 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36507 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1429 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 12083 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5057 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1476 members 
Mstep: Class 78 contains 279 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195160.000000 Penalty: 51607.328125
Iteration 316Q: 83 clusters Score -5.819516e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 34827 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 135011 members 
Mstep: Class 8 contains 94577 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 123177 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 116437 members 
Mstep: Class 17 contains 18972 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 133321 members 
Mstep: Class 25 contains 5575 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133908 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4417 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 36551 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 10820 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5063 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1517 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195332.000000 Penalty: 51607.328125
Iteration 317Q: 83 clusters Score -5.819533e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11092 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 34970 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 135714 members 
Mstep: Class 8 contains 94534 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 123146 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 116750 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 133432 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133609 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 36607 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9811 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1564 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195348.000000 Penalty: 51607.328125
Iteration 318Q: 83 clusters Score -5.819535e+07 nChanged 3536
Entering ConstructFrom: 
Score: -58195348.000000 Penalty: 51607.328125
Entering ConstructFrom: 
Trying to split cluster 1 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12208.291992 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -12208.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11917.219727 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11917.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12109.490234 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -12109.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12153.323242 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -12153.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12184.898438 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -12184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12212.231445 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -12212.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12224.538086 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -12224.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12237.104492 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -12237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12245.389648 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -12245.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12251.696289 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -12251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12251.696289 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -12251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 136356 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
Score: -58194552.000000 Penalty: 52236.687500
Splitting cluster 1 changes total score from -58195348.000000 to -58194552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -681738.937500 Penalty: 423.835266
	Iteration 0F: 2 clusters Score -681738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -674308.062500 Penalty: 847.670532
	Iteration 0F: 3 clusters Score -674308.1 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -677346.875000 Penalty: 847.670532
	Iteration 1F: 3 clusters Score -677346.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -677619.812500 Penalty: 847.670532
	Iteration 2F: 3 clusters Score -677619.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -677952.812500 Penalty: 847.670532
	Iteration 3F: 3 clusters Score -677952.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -678447.687500 Penalty: 847.670532
	Iteration 4F: 3 clusters Score -678447.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -679110.625000 Penalty: 847.670532
	Iteration 5F: 3 clusters Score -679110.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -679814.500000 Penalty: 847.670532
	Iteration 6F: 3 clusters Score -679814.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -680403.687500 Penalty: 847.670532
	Iteration 7F: 3 clusters Score -680403.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -680867.625000 Penalty: 847.670532
	Iteration 8Q: 3 clusters Score -680867.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -681132.875000 Penalty: 847.670532
	Iteration 9Q: 3 clusters Score -681132.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -681242.437500 Penalty: 847.670532
	Iteration 10Q: 3 clusters Score -681242.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -681290.687500 Penalty: 847.670532
	Iteration 11Q: 3 clusters Score -681290.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -681322.625000 Penalty: 847.670532
	Iteration 12Q: 3 clusters Score -681322.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -681345.250000 Penalty: 847.670532
	Iteration 13Q: 3 clusters Score -681345.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -681357.937500 Penalty: 847.670532
	Iteration 14Q: 3 clusters Score -681357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -681363.625000 Penalty: 847.670532
	Iteration 15Q: 3 clusters Score -681363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -681368.562500 Penalty: 847.670532
	Iteration 16Q: 3 clusters Score -681368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -681373.437500 Penalty: 847.670532
	Iteration 17Q: 3 clusters Score -681373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -681379.250000 Penalty: 847.670532
	Iteration 18Q: 3 clusters Score -681379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -681381.250000 Penalty: 847.670532
	Iteration 19Q: 3 clusters Score -681381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -681382.375000 Penalty: 847.670532
	Iteration 20F: 3 clusters Score -681382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -681382.312500 Penalty: 847.670532
	Iteration 21Q: 3 clusters Score -681382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -681382.312500 Penalty: 847.670532
	Iteration 22F: 3 clusters Score -681382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -164801.656250 Penalty: 366.697083
	Iteration 0F: 2 clusters Score -164801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -162694.062500 Penalty: 733.394165
	Iteration 0F: 3 clusters Score -162694.1 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -163748.906250 Penalty: 733.394165
	Iteration 1F: 3 clusters Score -163748.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -163952.500000 Penalty: 733.394165
	Iteration 2F: 3 clusters Score -163952.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -164076.296875 Penalty: 733.394165
	Iteration 3F: 3 clusters Score -164076.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -164148.234375 Penalty: 733.394165
	Iteration 4Q: 3 clusters Score -164148.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -164203.609375 Penalty: 733.394165
	Iteration 5Q: 3 clusters Score -164203.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -164259.765625 Penalty: 733.394165
	Iteration 6Q: 3 clusters Score -164259.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -164316.375000 Penalty: 733.394165
	Iteration 7Q: 3 clusters Score -164316.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -164367.312500 Penalty: 733.394165
	Iteration 8Q: 3 clusters Score -164367.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -164406.250000 Penalty: 733.394165
	Iteration 9Q: 3 clusters Score -164406.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -164459.937500 Penalty: 733.394165
	Iteration 10Q: 3 clusters Score -164459.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -164517.750000 Penalty: 733.394165
	Iteration 11Q: 3 clusters Score -164517.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -164567.046875 Penalty: 733.394165
	Iteration 12Q: 3 clusters Score -164567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164610.500000 Penalty: 733.394165
	Iteration 13Q: 3 clusters Score -164610.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -164659.171875 Penalty: 733.394165
	Iteration 14Q: 3 clusters Score -164659.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -164686.359375 Penalty: 733.394165
	Iteration 15Q: 3 clusters Score -164686.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164701.703125 Penalty: 733.394165
	Iteration 16Q: 3 clusters Score -164701.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164715.265625 Penalty: 733.394165
	Iteration 17Q: 3 clusters Score -164715.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -164724.906250 Penalty: 733.394165
	Iteration 18Q: 3 clusters Score -164724.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -164732.234375 Penalty: 733.394165
	Iteration 19Q: 3 clusters Score -164732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -164739.250000 Penalty: 733.394165
	Iteration 20F: 3 clusters Score -164739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164748.671875 Penalty: 733.394165
	Iteration 21Q: 3 clusters Score -164748.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -164756.687500 Penalty: 733.394165
	Iteration 22Q: 3 clusters Score -164756.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164763.984375 Penalty: 733.394165
	Iteration 23Q: 3 clusters Score -164764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -164769.515625 Penalty: 733.394165
	Iteration 24Q: 3 clusters Score -164769.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -164773.453125 Penalty: 733.394165
	Iteration 25Q: 3 clusters Score -164773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164778.203125 Penalty: 733.394165
	Iteration 26Q: 3 clusters Score -164778.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164784.953125 Penalty: 733.394165
	Iteration 27Q: 3 clusters Score -164785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164791.406250 Penalty: 733.394165
	Iteration 28Q: 3 clusters Score -164791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164796.109375 Penalty: 733.394165
	Iteration 29Q: 3 clusters Score -164796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164802.312500 Penalty: 733.394165
	Iteration 30Q: 3 clusters Score -164802.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -164807.281250 Penalty: 733.394165
	Iteration 31Q: 3 clusters Score -164807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -164810.078125 Penalty: 733.394165
	Iteration 32Q: 3 clusters Score -164810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -164811.984375 Penalty: 733.394165
	Iteration 33Q: 3 clusters Score -164812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164812.937500 Penalty: 733.394165
	Iteration 34Q: 3 clusters Score -164812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -164814.640625 Penalty: 733.394165
	Iteration 35Q: 3 clusters Score -164814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164814.859375 Penalty: 733.394165
	Iteration 36Q: 3 clusters Score -164814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164815.515625 Penalty: 733.394165
	Iteration 37Q: 3 clusters Score -164815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164815.796875 Penalty: 733.394165
	Iteration 38Q: 3 clusters Score -164815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164815.796875 Penalty: 733.394165
	Iteration 39F: 3 clusters Score -164815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 136356 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 594 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
Score: -58194632.000000 Penalty: 52236.687500
Splitting cluster 3 changes total score from -58195348.000000 to -58194632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -310715.812500 Penalty: 388.361877
	Iteration 0F: 2 clusters Score -310715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -307299.875000 Penalty: 776.723755
	Iteration 0F: 3 clusters Score -307299.9 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -308688.531250 Penalty: 776.723755
	Iteration 1F: 3 clusters Score -308688.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -308925.531250 Penalty: 776.723755
	Iteration 2F: 3 clusters Score -308925.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -309204.218750 Penalty: 776.723755
	Iteration 3F: 3 clusters Score -309204.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -309533.093750 Penalty: 776.723755
	Iteration 4F: 3 clusters Score -309533.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -309858.531250 Penalty: 776.723755
	Iteration 5F: 3 clusters Score -309858.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -310065.781250 Penalty: 776.723755
	Iteration 6F: 3 clusters Score -310065.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -310203.718750 Penalty: 776.723755
	Iteration 7Q: 3 clusters Score -310203.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -310308.031250 Penalty: 776.723755
	Iteration 8Q: 3 clusters Score -310308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -310371.718750 Penalty: 776.723755
	Iteration 9Q: 3 clusters Score -310371.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -310421.000000 Penalty: 776.723755
	Iteration 10Q: 3 clusters Score -310421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -310447.500000 Penalty: 776.723755
	Iteration 11Q: 3 clusters Score -310447.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -310464.906250 Penalty: 776.723755
	Iteration 12Q: 3 clusters Score -310464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -310474.906250 Penalty: 776.723755
	Iteration 13Q: 3 clusters Score -310474.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -310480.718750 Penalty: 776.723755
	Iteration 14Q: 3 clusters Score -310480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -310484.031250 Penalty: 776.723755
	Iteration 15Q: 3 clusters Score -310484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -310486.562500 Penalty: 776.723755
	Iteration 16Q: 3 clusters Score -310486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -310487.625000 Penalty: 776.723755
	Iteration 17Q: 3 clusters Score -310487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -310487.343750 Penalty: 776.723755
	Iteration 18Q: 3 clusters Score -310487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -310487.843750 Penalty: 776.723755
	Iteration 19Q: 3 clusters Score -310487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -310487.812500 Penalty: 776.723755
	Iteration 20F: 3 clusters Score -310487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -310488.843750 Penalty: 776.723755
	Iteration 21Q: 3 clusters Score -310488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -310489.250000 Penalty: 776.723755
	Iteration 22Q: 3 clusters Score -310489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -310490.093750 Penalty: 776.723755
	Iteration 23Q: 3 clusters Score -310490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -310490.093750 Penalty: 776.723755
	Iteration 24F: 3 clusters Score -310490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Entering Unmasked Estep 
Score: -2109805.750000 Penalty: 476.197113
	Iteration 0F: 2 clusters Score -2109806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2086320.500000 Penalty: 952.394226
	Iteration 0F: 3 clusters Score -2086320 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2096631.500000 Penalty: 952.394226
	Iteration 1F: 3 clusters Score -2096632 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2097911.250000 Penalty: 952.394226
	Iteration 2F: 3 clusters Score -2097911 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2099864.750000 Penalty: 952.394226
	Iteration 3F: 3 clusters Score -2099865 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2102455.250000 Penalty: 952.394226
	Iteration 4F: 3 clusters Score -2102455 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2105048.250000 Penalty: 952.394226
	Iteration 5F: 3 clusters Score -2105048 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -2107016.750000 Penalty: 952.394226
	Iteration 6F: 3 clusters Score -2107017 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -2108134.000000 Penalty: 952.394226
	Iteration 7Q: 3 clusters Score -2108134 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -2108724.750000 Penalty: 952.394226
	Iteration 8Q: 3 clusters Score -2108725 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -2109017.750000 Penalty: 952.394226
	Iteration 9Q: 3 clusters Score -2109018 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -2109167.750000 Penalty: 952.394226
	Iteration 10Q: 3 clusters Score -2109168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -2109273.500000 Penalty: 952.394226
	Iteration 11Q: 3 clusters Score -2109274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -2109324.000000 Penalty: 952.394226
	Iteration 12Q: 3 clusters Score -2109324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -2109352.250000 Penalty: 952.394226
	Iteration 13Q: 3 clusters Score -2109352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -2109371.750000 Penalty: 952.394226
	Iteration 14Q: 3 clusters Score -2109372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -2109385.500000 Penalty: 952.394226
	Iteration 15Q: 3 clusters Score -2109386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -2109410.500000 Penalty: 952.394226
	Iteration 16Q: 3 clusters Score -2109410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2109429.000000 Penalty: 952.394226
	Iteration 17Q: 3 clusters Score -2109429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -2109447.750000 Penalty: 952.394226
	Iteration 18Q: 3 clusters Score -2109448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -2109454.000000 Penalty: 952.394226
	Iteration 19Q: 3 clusters Score -2109454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -2109459.250000 Penalty: 952.394226
	Iteration 20F: 3 clusters Score -2109459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -2109469.000000 Penalty: 952.394226
	Iteration 21Q: 3 clusters Score -2109469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -2109475.500000 Penalty: 952.394226
	Iteration 22Q: 3 clusters Score -2109476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -2109485.250000 Penalty: 952.394226
	Iteration 23Q: 3 clusters Score -2109485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -2109492.000000 Penalty: 952.394226
	Iteration 24Q: 3 clusters Score -2109492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -2109495.750000 Penalty: 952.394226
	Iteration 25Q: 3 clusters Score -2109496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -2109499.500000 Penalty: 952.394226
	Iteration 26Q: 3 clusters Score -2109500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -2109499.500000 Penalty: 952.394226
	Iteration 27Q: 3 clusters Score -2109500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -2109503.000000 Penalty: 952.394226
	Iteration 28Q: 3 clusters Score -2109503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -2109505.500000 Penalty: 952.394226
	Iteration 29Q: 3 clusters Score -2109506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2109504.750000 Penalty: 952.394226
	Iteration 30Q: 3 clusters Score -2109505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -2109504.750000 Penalty: 952.394226
	Iteration 31Q: 3 clusters Score -2109505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -2109504.750000 Penalty: 952.394226
	Iteration 32F: 3 clusters Score -2109505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -668690.312500 Penalty: 423.978455
	Iteration 0F: 2 clusters Score -668690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -661244.562500 Penalty: 847.956909
	Iteration 0F: 3 clusters Score -661244.6 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -664472.750000 Penalty: 847.956909
	Iteration 1F: 3 clusters Score -664472.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -664909.625000 Penalty: 847.956909
	Iteration 2F: 3 clusters Score -664909.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665430.500000 Penalty: 847.956909
	Iteration 3F: 3 clusters Score -665430.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -666010.312500 Penalty: 847.956909
	Iteration 4F: 3 clusters Score -666010.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -666665.000000 Penalty: 847.956909
	Iteration 5F: 3 clusters Score -666665 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -667321.437500 Penalty: 847.956909
	Iteration 6F: 3 clusters Score -667321.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -667863.125000 Penalty: 847.956909
	Iteration 7Q: 3 clusters Score -667863.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -668123.625000 Penalty: 847.956909
	Iteration 8Q: 3 clusters Score -668123.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -668217.437500 Penalty: 847.956909
	Iteration 9Q: 3 clusters Score -668217.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -668266.250000 Penalty: 847.956909
	Iteration 10Q: 3 clusters Score -668266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -668279.812500 Penalty: 847.956909
	Iteration 11Q: 3 clusters Score -668279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -668292.875000 Penalty: 847.956909
	Iteration 12Q: 3 clusters Score -668292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -668299.062500 Penalty: 847.956909
	Iteration 13Q: 3 clusters Score -668299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -668301.625000 Penalty: 847.956909
	Iteration 14Q: 3 clusters Score -668301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -668301.625000 Penalty: 847.956909
	Iteration 15F: 3 clusters Score -668301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Entering Unmasked Estep 
Score: -8001365.000000 Penalty: 537.947632
	Iteration 0F: 2 clusters Score -8001365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -7910777.000000 Penalty: 1075.895264
	Iteration 0F: 3 clusters Score -7910777 nChanged 66782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7954563.500000 Penalty: 1075.895264
	Iteration 1F: 3 clusters Score -7954564 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7958261.500000 Penalty: 1075.895264
	Iteration 2F: 3 clusters Score -7958262 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -7963324.000000 Penalty: 1075.895264
	Iteration 3F: 3 clusters Score -7963324 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -7970536.500000 Penalty: 1075.895264
	Iteration 4F: 3 clusters Score -7970536 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -7978328.000000 Penalty: 1075.895264
	Iteration 5F: 3 clusters Score -7978328 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -7983186.000000 Penalty: 1075.895264
	Iteration 6F: 3 clusters Score -7983186 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -7985144.500000 Penalty: 1075.895264
	Iteration 7Q: 3 clusters Score -7985144 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7986146.000000 Penalty: 1075.895264
	Iteration 8Q: 3 clusters Score -7986146 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7986856.500000 Penalty: 1075.895264
	Iteration 9Q: 3 clusters Score -7986856 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7987506.000000 Penalty: 1075.895264
	Iteration 10Q: 3 clusters Score -7987506 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7988130.500000 Penalty: 1075.895264
	Iteration 11Q: 3 clusters Score -7988130 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -7988777.000000 Penalty: 1075.895264
	Iteration 12Q: 3 clusters Score -7988777 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -7989407.500000 Penalty: 1075.895264
	Iteration 13Q: 3 clusters Score -7989408 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7990038.500000 Penalty: 1075.895264
	Iteration 14Q: 3 clusters Score -7990038 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7990705.500000 Penalty: 1075.895264
	Iteration 15Q: 3 clusters Score -7990706 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7991327.000000 Penalty: 1075.895264
	Iteration 16Q: 3 clusters Score -7991327 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7992046.000000 Penalty: 1075.895264
	Iteration 17Q: 3 clusters Score -7992046 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116120 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -7992739.500000 Penalty: 1075.895264
	Iteration 18Q: 3 clusters Score -7992740 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7993520.500000 Penalty: 1075.895264
	Iteration 19Q: 3 clusters Score -7993520 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -7994327.000000 Penalty: 1075.895264
	Iteration 20F: 3 clusters Score -7994327 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -7995211.000000 Penalty: 1075.895264
	Iteration 21Q: 3 clusters Score -7995211 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -7996212.500000 Penalty: 1075.895264
	Iteration 22Q: 3 clusters Score -7996212 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -7997108.500000 Penalty: 1075.895264
	Iteration 23Q: 3 clusters Score -7997108 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -7998050.500000 Penalty: 1075.895264
	Iteration 24Q: 3 clusters Score -7998050 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7998856.000000 Penalty: 1075.895264
	Iteration 25Q: 3 clusters Score -7998856 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7999598.500000 Penalty: 1075.895264
	Iteration 26Q: 3 clusters Score -7999598 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8000161.000000 Penalty: 1075.895264
	Iteration 27Q: 3 clusters Score -8000161 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134742 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8000552.500000 Penalty: 1075.895264
	Iteration 28Q: 3 clusters Score -8000552 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8000769.000000 Penalty: 1075.895264
	Iteration 29Q: 3 clusters Score -8000769 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135400 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8000881.000000 Penalty: 1075.895264
	Iteration 30Q: 3 clusters Score -8000881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8002532.500000 Penalty: 1075.895264
	Iteration 124F: 3 clusters Score -8002532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
Score: -58195788.000000 Penalty: 52236.687500
Splitting cluster 7 changes total score from -58195348.000000 to -58195788.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (94487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Entering Unmasked Estep 
Score: -5713443.000000 Penalty: 521.257935
	Iteration 0F: 2 clusters Score -5713443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5649549.500000 Penalty: 1042.515869
	Iteration 0F: 3 clusters Score -5649550 nChanged 46248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -5678390.000000 Penalty: 1042.515869
	Iteration 1F: 3 clusters Score -5678390 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -5680057.500000 Penalty: 1042.515869
	Iteration 2Q: 3 clusters Score -5680058 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -5682578.000000 Penalty: 1042.515869
	Iteration 3Q: 3 clusters Score -5682578 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -5686561.000000 Penalty: 1042.515869
	Iteration 4F: 3 clusters Score -5686561 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -5691692.000000 Penalty: 1042.515869
	Iteration 5F: 3 clusters Score -5691692 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -5695530.000000 Penalty: 1042.515869
	Iteration 6F: 3 clusters Score -5695530 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -5696971.500000 Penalty: 1042.515869
	Iteration 7Q: 3 clusters Score -5696972 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -5697398.000000 Penalty: 1042.515869
	Iteration 8Q: 3 clusters Score -5697398 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -5697670.500000 Penalty: 1042.515869
	Iteration 9Q: 3 clusters Score -5697670 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -5697986.000000 Penalty: 1042.515869
	Iteration 10Q: 3 clusters Score -5697986 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -5698330.000000 Penalty: 1042.515869
	Iteration 11Q: 3 clusters Score -5698330 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5698617.000000 Penalty: 1042.515869
	Iteration 12Q: 3 clusters Score -5698617 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -5699066.000000 Penalty: 1042.515869
	Iteration 13Q: 3 clusters Score -5699066 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -5699582.500000 Penalty: 1042.515869
	Iteration 14Q: 3 clusters Score -5699582 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -5700206.000000 Penalty: 1042.515869
	Iteration 15Q: 3 clusters Score -5700206 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -5700967.000000 Penalty: 1042.515869
	Iteration 16Q: 3 clusters Score -5700967 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -5702021.500000 Penalty: 1042.515869
	Iteration 17Q: 3 clusters Score -5702022 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -5703368.500000 Penalty: 1042.515869
	Iteration 18Q: 3 clusters Score -5703368 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -5704985.500000 Penalty: 1042.515869
	Iteration 19Q: 3 clusters Score -5704986 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -5706873.500000 Penalty: 1042.515869
	Iteration 20F: 3 clusters Score -5706874 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -5708657.000000 Penalty: 1042.515869
	Iteration 21Q: 3 clusters Score -5708657 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -5710194.500000 Penalty: 1042.515869
	Iteration 22Q: 3 clusters Score -5710194 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -5711238.000000 Penalty: 1042.515869
	Iteration 23Q: 3 clusters Score -5711238 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -5711929.000000 Penalty: 1042.515869
	Iteration 24Q: 3 clusters Score -5711929 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -5712301.500000 Penalty: 1042.515869
	Iteration 25Q: 3 clusters Score -5712302 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -5712494.000000 Penalty: 1042.515869
	Iteration 26Q: 3 clusters Score -5712494 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -5712609.500000 Penalty: 1042.515869
	Iteration 27Q: 3 clusters Score -5712610 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -5712650.500000 Penalty: 1042.515869
	Iteration 28Q: 3 clusters Score -5712650 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -5712686.500000 Penalty: 1042.515869
	Iteration 29Q: 3 clusters Score -5712686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -5712698.000000 Penalty: 1042.515869
	Iteration 30Q: 3 clusters Score -5712698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -5712687.500000 Penalty: 1042.515869
	Iteration 31Q: 3 clusters Score -5712688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -5712689.000000 Penalty: 1042.515869
	Iteration 32Q: 3 clusters Score -5712689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -5712685.500000 Penalty: 1042.515869
	Iteration 33Q: 3 clusters Score -5712686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -5712683.000000 Penalty: 1042.515869
	Iteration 34Q: 3 clusters Score -5712683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -5712693.500000 Penalty: 1042.515869
	Iteration 35Q: 3 clusters Score -5712694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -5712699.000000 Penalty: 1042.515869
	Iteration 36Q: 3 clusters Score -5712699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -5712694.500000 Penalty: 1042.515869
	Iteration 37Q: 3 clusters Score -5712694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -5712689.000000 Penalty: 1042.515869
	Iteration 38Q: 3 clusters Score -5712689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -5712688.000000 Penalty: 1042.515869
	Iteration 39Q: 3 clusters Score -5712688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -5712704.000000 Penalty: 1042.515869
	Iteration 40F: 3 clusters Score -5712704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -5712702.000000 Penalty: 1042.515869
	Iteration 41Q: 3 clusters Score -5712702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -5712703.500000 Penalty: 1042.515869
	Iteration 42Q: 3 clusters Score -5712704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -5712697.000000 Penalty: 1042.515869
	Iteration 43Q: 3 clusters Score -5712697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -5712696.000000 Penalty: 1042.515869
	Iteration 44Q: 3 clusters Score -5712696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -5712695.000000 Penalty: 1042.515869
	Iteration 45Q: 3 clusters Score -5712695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -5712694.500000 Penalty: 1042.515869
	Iteration 46Q: 3 clusters Score -5712694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -5712696.000000 Penalty: 1042.515869
	Iteration 47Q: 3 clusters Score -5712696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -5712696.000000 Penalty: 1042.515869
	Iteration 48Q: 3 clusters Score -5712696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -5712699.000000 Penalty: 1042.515869
	Iteration 49Q: 3 clusters Score -5712699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -5712697.500000 Penalty: 1042.515869
	Iteration 50Q: 3 clusters Score -5712698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -5712699.500000 Penalty: 1042.515869
	Iteration 51Q: 3 clusters Score -5712700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -5712699.500000 Penalty: 1042.515869
	Iteration 52F: 3 clusters Score -5712700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Entering Unmasked Estep 
Score: -892185.062500 Penalty: 436.553467
	Iteration 0F: 2 clusters Score -892185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -882529.187500 Penalty: 873.106934
	Iteration 0F: 3 clusters Score -882529.2 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -886545.000000 Penalty: 873.106934
	Iteration 1F: 3 clusters Score -886545 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -886920.437500 Penalty: 873.106934
	Iteration 2F: 3 clusters Score -886920.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -887320.625000 Penalty: 873.106934
	Iteration 3F: 3 clusters Score -887320.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -887732.312500 Penalty: 873.106934
	Iteration 4F: 3 clusters Score -887732.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -888199.312500 Penalty: 873.106934
	Iteration 5F: 3 clusters Score -888199.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -888692.562500 Penalty: 873.106934
	Iteration 6F: 3 clusters Score -888692.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -889135.062500 Penalty: 873.106934
	Iteration 7Q: 3 clusters Score -889135.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -889409.187500 Penalty: 873.106934
	Iteration 8Q: 3 clusters Score -889409.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -889522.312500 Penalty: 873.106934
	Iteration 9Q: 3 clusters Score -889522.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -889575.937500 Penalty: 873.106934
	Iteration 10Q: 3 clusters Score -889575.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -889611.750000 Penalty: 873.106934
	Iteration 11Q: 3 clusters Score -889611.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -889647.250000 Penalty: 873.106934
	Iteration 12Q: 3 clusters Score -889647.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -889684.687500 Penalty: 873.106934
	Iteration 13Q: 3 clusters Score -889684.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -889712.625000 Penalty: 873.106934
	Iteration 14Q: 3 clusters Score -889712.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -889737.062500 Penalty: 873.106934
	Iteration 15Q: 3 clusters Score -889737.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -889761.250000 Penalty: 873.106934
	Iteration 16Q: 3 clusters Score -889761.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -889783.187500 Penalty: 873.106934
	Iteration 17Q: 3 clusters Score -889783.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -889811.687500 Penalty: 873.106934
	Iteration 18Q: 3 clusters Score -889811.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -889839.125000 Penalty: 873.106934
	Iteration 19Q: 3 clusters Score -889839.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -889870.625000 Penalty: 873.106934
	Iteration 20F: 3 clusters Score -889870.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -889909.250000 Penalty: 873.106934
	Iteration 21Q: 3 clusters Score -889909.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -889937.250000 Penalty: 873.106934
	Iteration 22Q: 3 clusters Score -889937.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -889965.437500 Penalty: 873.106934
	Iteration 23Q: 3 clusters Score -889965.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -889986.562500 Penalty: 873.106934
	Iteration 24Q: 3 clusters Score -889986.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -890001.437500 Penalty: 873.106934
	Iteration 25Q: 3 clusters Score -890001.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -890015.875000 Penalty: 873.106934
	Iteration 26Q: 3 clusters Score -890015.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -890022.000000 Penalty: 873.106934
	Iteration 27Q: 3 clusters Score -890022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -890033.562500 Penalty: 873.106934
	Iteration 28Q: 3 clusters Score -890033.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -890038.687500 Penalty: 873.106934
	Iteration 29Q: 3 clusters Score -890038.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -890042.812500 Penalty: 873.106934
	Iteration 30Q: 3 clusters Score -890042.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -890049.125000 Penalty: 873.106934
	Iteration 31Q: 3 clusters Score -890049.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -890054.125000 Penalty: 873.106934
	Iteration 32Q: 3 clusters Score -890054.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -890058.937500 Penalty: 873.106934
	Iteration 33Q: 3 clusters Score -890058.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -890062.375000 Penalty: 873.106934
	Iteration 34Q: 3 clusters Score -890062.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -890066.312500 Penalty: 873.106934
	Iteration 35Q: 3 clusters Score -890066.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -890070.500000 Penalty: 873.106934
	Iteration 36Q: 3 clusters Score -890070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -890074.500000 Penalty: 873.106934
	Iteration 37Q: 3 clusters Score -890074.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -890078.500000 Penalty: 873.106934
	Iteration 38Q: 3 clusters Score -890078.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -890087.125000 Penalty: 873.106934
	Iteration 39Q: 3 clusters Score -890087.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -890093.437500 Penalty: 873.106934
	Iteration 40F: 3 clusters Score -890093.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -890100.937500 Penalty: 873.106934
	Iteration 41Q: 3 clusters Score -890100.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -890109.687500 Penalty: 873.106934
	Iteration 42Q: 3 clusters Score -890109.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -890119.812500 Penalty: 873.106934
	Iteration 43Q: 3 clusters Score -890119.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -890128.312500 Penalty: 873.106934
	Iteration 44Q: 3 clusters Score -890128.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -890136.375000 Penalty: 873.106934
	Iteration 45Q: 3 clusters Score -890136.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -890147.187500 Penalty: 873.106934
	Iteration 46Q: 3 clusters Score -890147.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -890152.437500 Penalty: 873.106934
	Iteration 47Q: 3 clusters Score -890152.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -890164.500000 Penalty: 873.106934
	Iteration 48Q: 3 clusters Score -890164.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -890180.250000 Penalty: 873.106934
	Iteration 49Q: 3 clusters Score -890180.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -890201.562500 Penalty: 873.106934
	Iteration 50Q: 3 clusters Score -890201.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -890226.750000 Penalty: 873.106934
	Iteration 51Q: 3 clusters Score -890226.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -890250.250000 Penalty: 873.106934
	Iteration 52Q: 3 clusters Score -890250.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -890271.187500 Penalty: 873.106934
	Iteration 53Q: 3 clusters Score -890271.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -890296.562500 Penalty: 873.106934
	Iteration 54Q: 3 clusters Score -890296.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -890322.437500 Penalty: 873.106934
	Iteration 55Q: 3 clusters Score -890322.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -890340.937500 Penalty: 873.106934
	Iteration 56Q: 3 clusters Score -890340.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -890358.625000 Penalty: 873.106934
	Iteration 57Q: 3 clusters Score -890358.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -890378.625000 Penalty: 873.106934
	Iteration 58Q: 3 clusters Score -890378.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -890391.312500 Penalty: 873.106934
	Iteration 59Q: 3 clusters Score -890391.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -890408.250000 Penalty: 873.106934
	Iteration 60F: 3 clusters Score -890408.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -890435.687500 Penalty: 873.106934
	Iteration 61Q: 3 clusters Score -890435.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -890457.437500 Penalty: 873.106934
	Iteration 62Q: 3 clusters Score -890457.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -890480.125000 Penalty: 873.106934
	Iteration 63Q: 3 clusters Score -890480.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -890505.125000 Penalty: 873.106934
	Iteration 64Q: 3 clusters Score -890505.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -890527.937500 Penalty: 873.106934
	Iteration 65Q: 3 clusters Score -890527.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -890555.687500 Penalty: 873.106934
	Iteration 66Q: 3 clusters Score -890555.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -890588.750000 Penalty: 873.106934
	Iteration 67Q: 3 clusters Score -890588.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -890621.000000 Penalty: 873.106934
	Iteration 68Q: 3 clusters Score -890621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -890652.125000 Penalty: 873.106934
	Iteration 69Q: 3 clusters Score -890652.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -890685.875000 Penalty: 873.106934
	Iteration 70Q: 3 clusters Score -890685.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -890726.750000 Penalty: 873.106934
	Iteration 71Q: 3 clusters Score -890726.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -890779.937500 Penalty: 873.106934
	Iteration 72Q: 3 clusters Score -890779.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -890843.000000 Penalty: 873.106934
	Iteration 73Q: 3 clusters Score -890843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -890911.437500 Penalty: 873.106934
	Iteration 74Q: 3 clusters Score -890911.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -890973.875000 Penalty: 873.106934
	Iteration 75Q: 3 clusters Score -890973.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -891031.437500 Penalty: 873.106934
	Iteration 76Q: 3 clusters Score -891031.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -891096.875000 Penalty: 873.106934
	Iteration 77Q: 3 clusters Score -891096.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -891161.125000 Penalty: 873.106934
	Iteration 78Q: 3 clusters Score -891161.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -891220.375000 Penalty: 873.106934
	Iteration 79Q: 3 clusters Score -891220.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -891284.500000 Penalty: 873.106934
	Iteration 80F: 3 clusters Score -891284.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -891344.875000 Penalty: 873.106934
	Iteration 81Q: 3 clusters Score -891344.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -891422.062500 Penalty: 873.106934
	Iteration 82Q: 3 clusters Score -891422.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -891473.312500 Penalty: 873.106934
	Iteration 83Q: 3 clusters Score -891473.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -891514.750000 Penalty: 873.106934
	Iteration 84Q: 3 clusters Score -891514.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -891547.187500 Penalty: 873.106934
	Iteration 85Q: 3 clusters Score -891547.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -891576.062500 Penalty: 873.106934
	Iteration 86Q: 3 clusters Score -891576.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -891591.750000 Penalty: 873.106934
	Iteration 87Q: 3 clusters Score -891591.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -891606.125000 Penalty: 873.106934
	Iteration 88Q: 3 clusters Score -891606.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -891621.875000 Penalty: 873.106934
	Iteration 89Q: 3 clusters Score -891621.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -891633.312500 Penalty: 873.106934
	Iteration 90Q: 3 clusters Score -891633.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -891646.562500 Penalty: 873.106934
	Iteration 91Q: 3 clusters Score -891646.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -891662.562500 Penalty: 873.106934
	Iteration 92Q: 3 clusters Score -891662.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -891673.500000 Penalty: 873.106934
	Iteration 93Q: 3 clusters Score -891673.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -891685.062500 Penalty: 873.106934
	Iteration 94Q: 3 clusters Score -891685.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -891696.312500 Penalty: 873.106934
	Iteration 95Q: 3 clusters Score -891696.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -891707.500000 Penalty: 873.106934
	Iteration 96Q: 3 clusters Score -891707.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -891724.750000 Penalty: 873.106934
	Iteration 97Q: 3 clusters Score -891724.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -891740.250000 Penalty: 873.106934
	Iteration 98Q: 3 clusters Score -891740.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -891750.875000 Penalty: 873.106934
	Iteration 99Q: 3 clusters Score -891750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -891756.750000 Penalty: 873.106934
	Iteration 100F: 3 clusters Score -891756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -891758.875000 Penalty: 873.106934
	Iteration 101Q: 3 clusters Score -891758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -891761.062500 Penalty: 873.106934
	Iteration 102Q: 3 clusters Score -891761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -891762.750000 Penalty: 873.106934
	Iteration 103Q: 3 clusters Score -891762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -891764.625000 Penalty: 873.106934
	Iteration 104Q: 3 clusters Score -891764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -891767.750000 Penalty: 873.106934
	Iteration 105Q: 3 clusters Score -891767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -891770.437500 Penalty: 873.106934
	Iteration 106Q: 3 clusters Score -891770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -891771.375000 Penalty: 873.106934
	Iteration 107Q: 3 clusters Score -891771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -891774.250000 Penalty: 873.106934
	Iteration 108Q: 3 clusters Score -891774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -891777.562500 Penalty: 873.106934
	Iteration 109Q: 3 clusters Score -891777.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -891777.000000 Penalty: 873.106934
	Iteration 110Q: 3 clusters Score -891777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -891778.125000 Penalty: 873.106934
	Iteration 111Q: 3 clusters Score -891778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -891780.500000 Penalty: 873.106934
	Iteration 112Q: 3 clusters Score -891780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -891780.562500 Penalty: 873.106934
	Iteration 113Q: 3 clusters Score -891780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -891780.312500 Penalty: 873.106934
	Iteration 114Q: 3 clusters Score -891780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -891781.437500 Penalty: 873.106934
	Iteration 115Q: 3 clusters Score -891781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -891784.437500 Penalty: 873.106934
	Iteration 116Q: 3 clusters Score -891784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -891786.000000 Penalty: 873.106934
	Iteration 117Q: 3 clusters Score -891786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -891784.812500 Penalty: 873.106934
	Iteration 118Q: 3 clusters Score -891784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -891786.625000 Penalty: 873.106934
	Iteration 119Q: 3 clusters Score -891786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -891785.750000 Penalty: 873.106934
	Iteration 120F: 3 clusters Score -891785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -891785.750000 Penalty: 873.106934
	Iteration 121Q: 3 clusters Score -891785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -891785.750000 Penalty: 873.106934
	Iteration 122F: 3 clusters Score -891785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -32882.480469 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -32882.48 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 292 members 
Entering Unmasked Estep 
Score: -32382.546875 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -32382.55 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32587.212891 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -32587.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32723.216797 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -32723.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32818.203125 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -32818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32873.378906 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -32873.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32885.308594 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -32885.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32914.078125 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -32914.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32981.601562 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -32981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33145.644531 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -33145.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33147.304688 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -33147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33147.304688 Penalty: 568.923279
	Iteration 10F: 3 clusters Score -33147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Entering Unmasked Estep 
Score: -58195720.000000 Penalty: 52866.046875
Splitting cluster 10 changes total score from -58195348.000000 to -58195720.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5988.874512 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5988.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5746.168945 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5746.169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5832.066406 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5832.066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5862.141602 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5862.142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5872.072266 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5872.072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5892.746582 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -5892.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5911.849609 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -5911.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5917.841797 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -5917.842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5922.290527 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -5922.291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5935.394531 Penalty: 457.769867
	Iteration 8Q: 3 clusters Score -5935.395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5961.192383 Penalty: 457.769867
	Iteration 9Q: 3 clusters Score -5961.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5973.690918 Penalty: 457.769867
	Iteration 10Q: 3 clusters Score -5973.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5979.040527 Penalty: 457.769867
	Iteration 11Q: 3 clusters Score -5979.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5984.447754 Penalty: 457.769867
	Iteration 12Q: 3 clusters Score -5984.448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5989.824219 Penalty: 457.769867
	Iteration 13Q: 3 clusters Score -5989.824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5998.615723 Penalty: 457.769867
	Iteration 14Q: 3 clusters Score -5998.616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6000.432617 Penalty: 457.769867
	Iteration 15Q: 3 clusters Score -6000.433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6002.492188 Penalty: 457.769867
	Iteration 16Q: 3 clusters Score -6002.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6002.492188 Penalty: 457.769867
	Iteration 17F: 3 clusters Score -6002.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 82 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 71 members 
Entering Unmasked Estep 
Score: -58195304.000000 Penalty: 53495.402344
Splitting cluster 11 changes total score from -58195348.000000 to -58195304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -596195.125000 Penalty: 418.571838
	Iteration 0F: 2 clusters Score -596195.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -589594.562500 Penalty: 837.143677
	Iteration 0F: 3 clusters Score -589594.6 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -592138.437500 Penalty: 837.143677
	Iteration 1F: 3 clusters Score -592138.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -592361.562500 Penalty: 837.143677
	Iteration 2F: 3 clusters Score -592361.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -592602.562500 Penalty: 837.143677
	Iteration 3F: 3 clusters Score -592602.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -592893.562500 Penalty: 837.143677
	Iteration 4F: 3 clusters Score -592893.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -593224.250000 Penalty: 837.143677
	Iteration 5F: 3 clusters Score -593224.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -593591.312500 Penalty: 837.143677
	Iteration 6F: 3 clusters Score -593591.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -593949.062500 Penalty: 837.143677
	Iteration 7F: 3 clusters Score -593949.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -594234.687500 Penalty: 837.143677
	Iteration 8Q: 3 clusters Score -594234.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -594467.750000 Penalty: 837.143677
	Iteration 9Q: 3 clusters Score -594467.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -594675.437500 Penalty: 837.143677
	Iteration 10Q: 3 clusters Score -594675.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -594888.000000 Penalty: 837.143677
	Iteration 11Q: 3 clusters Score -594888 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -595071.687500 Penalty: 837.143677
	Iteration 12Q: 3 clusters Score -595071.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -595199.187500 Penalty: 837.143677
	Iteration 13Q: 3 clusters Score -595199.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -595313.437500 Penalty: 837.143677
	Iteration 14Q: 3 clusters Score -595313.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -595397.375000 Penalty: 837.143677
	Iteration 15Q: 3 clusters Score -595397.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -595452.687500 Penalty: 837.143677
	Iteration 16Q: 3 clusters Score -595452.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -595495.937500 Penalty: 837.143677
	Iteration 17Q: 3 clusters Score -595495.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -595540.250000 Penalty: 837.143677
	Iteration 18Q: 3 clusters Score -595540.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -595578.312500 Penalty: 837.143677
	Iteration 19Q: 3 clusters Score -595578.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -595612.125000 Penalty: 837.143677
	Iteration 20F: 3 clusters Score -595612.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -595643.750000 Penalty: 837.143677
	Iteration 21Q: 3 clusters Score -595643.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -595683.125000 Penalty: 837.143677
	Iteration 22Q: 3 clusters Score -595683.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -595713.437500 Penalty: 837.143677
	Iteration 23Q: 3 clusters Score -595713.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -595734.750000 Penalty: 837.143677
	Iteration 24Q: 3 clusters Score -595734.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -595754.000000 Penalty: 837.143677
	Iteration 25Q: 3 clusters Score -595754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -595766.187500 Penalty: 837.143677
	Iteration 26Q: 3 clusters Score -595766.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -595777.187500 Penalty: 837.143677
	Iteration 27Q: 3 clusters Score -595777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -595785.000000 Penalty: 837.143677
	Iteration 28Q: 3 clusters Score -595785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -595795.750000 Penalty: 837.143677
	Iteration 29Q: 3 clusters Score -595795.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -595805.437500 Penalty: 837.143677
	Iteration 30Q: 3 clusters Score -595805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -595808.625000 Penalty: 837.143677
	Iteration 31Q: 3 clusters Score -595808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -595813.750000 Penalty: 837.143677
	Iteration 32Q: 3 clusters Score -595813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -595816.750000 Penalty: 837.143677
	Iteration 33Q: 3 clusters Score -595816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -595818.687500 Penalty: 837.143677
	Iteration 34Q: 3 clusters Score -595818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -595822.375000 Penalty: 837.143677
	Iteration 35Q: 3 clusters Score -595822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -595829.437500 Penalty: 837.143677
	Iteration 36Q: 3 clusters Score -595829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -595832.312500 Penalty: 837.143677
	Iteration 37Q: 3 clusters Score -595832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -595834.437500 Penalty: 837.143677
	Iteration 38Q: 3 clusters Score -595834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -595836.625000 Penalty: 837.143677
	Iteration 39Q: 3 clusters Score -595836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -595839.187500 Penalty: 837.143677
	Iteration 40F: 3 clusters Score -595839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -595843.250000 Penalty: 837.143677
	Iteration 41Q: 3 clusters Score -595843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -595846.750000 Penalty: 837.143677
	Iteration 42Q: 3 clusters Score -595846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -595847.687500 Penalty: 837.143677
	Iteration 43Q: 3 clusters Score -595847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -595848.437500 Penalty: 837.143677
	Iteration 44Q: 3 clusters Score -595848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -595848.437500 Penalty: 837.143677
	Iteration 45F: 3 clusters Score -595848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Entering Unmasked Estep 
Score: -4374501.000000 Penalty: 509.453888
	Iteration 0F: 2 clusters Score -4374501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4325509.000000 Penalty: 1018.907776
	Iteration 0F: 3 clusters Score -4325509 nChanged 35425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4345791.000000 Penalty: 1018.907776
	Iteration 1F: 3 clusters Score -4345791 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4346266.000000 Penalty: 1018.907776
	Iteration 2Q: 3 clusters Score -4346266 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4347203.500000 Penalty: 1018.907776
	Iteration 3Q: 3 clusters Score -4347204 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4348995.500000 Penalty: 1018.907776
	Iteration 4Q: 3 clusters Score -4348996 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4352459.000000 Penalty: 1018.907776
	Iteration 5F: 3 clusters Score -4352459 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4357727.500000 Penalty: 1018.907776
	Iteration 6F: 3 clusters Score -4357728 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4363754.000000 Penalty: 1018.907776
	Iteration 7F: 3 clusters Score -4363754 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4368478.500000 Penalty: 1018.907776
	Iteration 8F: 3 clusters Score -4368478 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4371433.500000 Penalty: 1018.907776
	Iteration 9Q: 3 clusters Score -4371434 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4373082.500000 Penalty: 1018.907776
	Iteration 10Q: 3 clusters Score -4373082 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4373789.500000 Penalty: 1018.907776
	Iteration 11Q: 3 clusters Score -4373790 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4373973.000000 Penalty: 1018.907776
	Iteration 12Q: 3 clusters Score -4373973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4374025.000000 Penalty: 1018.907776
	Iteration 13Q: 3 clusters Score -4374025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4374045.000000 Penalty: 1018.907776
	Iteration 14Q: 3 clusters Score -4374045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4374054.500000 Penalty: 1018.907776
	Iteration 15Q: 3 clusters Score -4374054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4374055.500000 Penalty: 1018.907776
	Iteration 16Q: 3 clusters Score -4374056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4374055.500000 Penalty: 1018.907776
	Iteration 17F: 3 clusters Score -4374056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (123129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Entering Unmasked Estep 
Score: -7421539.000000 Penalty: 533.304993
	Iteration 0F: 2 clusters Score -7421539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -7339661.000000 Penalty: 1066.609985
	Iteration 0F: 3 clusters Score -7339661 nChanged 60396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -7375249.000000 Penalty: 1066.609985
	Iteration 1F: 3 clusters Score -7375249 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -7375952.000000 Penalty: 1066.609985
	Iteration 2Q: 3 clusters Score -7375952 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -7376806.000000 Penalty: 1066.609985
	Iteration 3Q: 3 clusters Score -7376806 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -7377941.000000 Penalty: 1066.609985
	Iteration 4Q: 3 clusters Score -7377941 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7379624.500000 Penalty: 1066.609985
	Iteration 5Q: 3 clusters Score -7379624 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7382493.000000 Penalty: 1066.609985
	Iteration 6Q: 3 clusters Score -7382493 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7387525.500000 Penalty: 1066.609985
	Iteration 7F: 3 clusters Score -7387526 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -7394507.000000 Penalty: 1066.609985
	Iteration 8F: 3 clusters Score -7394507 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7399796.500000 Penalty: 1066.609985
	Iteration 9F: 3 clusters Score -7399796 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -7401825.500000 Penalty: 1066.609985
	Iteration 10Q: 3 clusters Score -7401826 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7402536.000000 Penalty: 1066.609985
	Iteration 11Q: 3 clusters Score -7402536 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7403121.500000 Penalty: 1066.609985
	Iteration 12Q: 3 clusters Score -7403122 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7403629.500000 Penalty: 1066.609985
	Iteration 13Q: 3 clusters Score -7403630 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -7404282.000000 Penalty: 1066.609985
	Iteration 14Q: 3 clusters Score -7404282 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -7405185.000000 Penalty: 1066.609985
	Iteration 15Q: 3 clusters Score -7405185 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -7406288.500000 Penalty: 1066.609985
	Iteration 16Q: 3 clusters Score -7406288 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -7407321.500000 Penalty: 1066.609985
	Iteration 17Q: 3 clusters Score -7407322 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -7408469.500000 Penalty: 1066.609985
	Iteration 18Q: 3 clusters Score -7408470 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -7409728.000000 Penalty: 1066.609985
	Iteration 19Q: 3 clusters Score -7409728 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -7411067.500000 Penalty: 1066.609985
	Iteration 20F: 3 clusters Score -7411068 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -7412334.000000 Penalty: 1066.609985
	Iteration 21Q: 3 clusters Score -7412334 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7413675.500000 Penalty: 1066.609985
	Iteration 22Q: 3 clusters Score -7413676 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -7414869.500000 Penalty: 1066.609985
	Iteration 23Q: 3 clusters Score -7414870 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -7415912.000000 Penalty: 1066.609985
	Iteration 24Q: 3 clusters Score -7415912 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -7416891.000000 Penalty: 1066.609985
	Iteration 25Q: 3 clusters Score -7416891 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7417878.000000 Penalty: 1066.609985
	Iteration 26Q: 3 clusters Score -7417878 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7418675.500000 Penalty: 1066.609985
	Iteration 27Q: 3 clusters Score -7418676 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -7419152.000000 Penalty: 1066.609985
	Iteration 28Q: 3 clusters Score -7419152 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -7419523.000000 Penalty: 1066.609985
	Iteration 29Q: 3 clusters Score -7419523 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -7419742.000000 Penalty: 1066.609985
	Iteration 30Q: 3 clusters Score -7419742 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7419801.000000 Penalty: 1066.609985
	Iteration 31Q: 3 clusters Score -7419801 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -7419842.000000 Penalty: 1066.609985
	Iteration 32Q: 3 clusters Score -7419842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7419870.000000 Penalty: 1066.609985
	Iteration 33Q: 3 clusters Score -7419870 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7419891.000000 Penalty: 1066.609985
	Iteration 34Q: 3 clusters Score -7419891 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -7419897.000000 Penalty: 1066.609985
	Iteration 35Q: 3 clusters Score -7419897 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7419899.500000 Penalty: 1066.609985
	Iteration 36Q: 3 clusters Score -7419900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -7419896.500000 Penalty: 1066.609985
	Iteration 37Q: 3 clusters Score -7419896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -7419907.000000 Penalty: 1066.609985
	Iteration 38Q: 3 clusters Score -7419907 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -7419902.000000 Penalty: 1066.609985
	Iteration 39Q: 3 clusters Score -7419902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -7419945.500000 Penalty: 1066.609985
	Iteration 40F: 3 clusters Score -7419946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -7419934.000000 Penalty: 1066.609985
	Iteration 41Q: 3 clusters Score -7419934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -7419934.000000 Penalty: 1066.609985
	Iteration 42Q: 3 clusters Score -7419934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7419947.000000 Penalty: 1066.609985
	Iteration 43Q: 3 clusters Score -7419947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -7419949.500000 Penalty: 1066.609985
	Iteration 44Q: 3 clusters Score -7419950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -7419948.500000 Penalty: 1066.609985
	Iteration 45Q: 3 clusters Score -7419948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7419961.500000 Penalty: 1066.609985
	Iteration 46Q: 3 clusters Score -7419962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -7419969.500000 Penalty: 1066.609985
	Iteration 47Q: 3 clusters Score -7419970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -7419978.500000 Penalty: 1066.609985
	Iteration 48Q: 3 clusters Score -7419978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -7419978.000000 Penalty: 1066.609985
	Iteration 49Q: 3 clusters Score -7419978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -7419971.500000 Penalty: 1066.609985
	Iteration 50Q: 3 clusters Score -7419972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -7419972.500000 Penalty: 1066.609985
	Iteration 51Q: 3 clusters Score -7419972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -7419968.000000 Penalty: 1066.609985
	Iteration 52Q: 3 clusters Score -7419968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -7419966.500000 Penalty: 1066.609985
	Iteration 53Q: 3 clusters Score -7419966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -7419969.500000 Penalty: 1066.609985
	Iteration 54Q: 3 clusters Score -7419970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -7419970.500000 Penalty: 1066.609985
	Iteration 55Q: 3 clusters Score -7419970 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72880 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 50227 members 
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	Iteration 58Q: 3 clusters Score -7419973 nChanged 19
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Mstep: Class 1 contains 72921 members 
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Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7419970 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 50117 members 
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Mstep: Class 2 contains 50049 members 
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Mstep: Class 1 contains 73105 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73143 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73180 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 49859 members 
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Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73372 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73441 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 49579 members 
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Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7419976 nChanged 13
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Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7419970 nChanged 18
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Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 49474 members 
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Mstep: Class 2 contains 49447 members 
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Mstep: Class 1 contains 73722 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74034 members 
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Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 48912 members 
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Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 48823 members 
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Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 48383 members 
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Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 48270 members 
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Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 48141 members 
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Mstep: Class 1 contains 75124 members 
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Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7419940 nChanged 138
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Mstep: Class 1 contains 75429 members 
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Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 47568 members 
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Mstep: Class 1 contains 75828 members 
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Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 46994 members 
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Mstep: Class 1 contains 76668 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7419912 nChanged 150
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Mstep: Class 1 contains 76968 members 
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Mstep: Class 1 contains 77114 members 
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Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 45853 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 45534 members 
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Mstep: Class 1 contains 77777 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7419933 nChanged 180
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Mstep: Class 1 contains 77957 members 
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	Iteration 118Q: 3 clusters Score -7419950 nChanged 153
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Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 44851 members 
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	Iteration 120F: 3 clusters Score -7419968 nChanged 170
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Mstep: Class 1 contains 78636 members 
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Mstep: Class 1 contains 78856 members 
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Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 44057 members 
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Mstep: Class 2 contains 43553 members 
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Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 43270 members 
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Mstep: Class 1 contains 80164 members 
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Mstep: Class 1 contains 80479 members 
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Mstep: Class 2 contains 42351 members 
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Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 41757 members 
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Mstep: Class 2 contains 41516 members 
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Mstep: Class 2 contains 41287 members 
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Mstep: Class 1 contains 82104 members 
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Mstep: Class 2 contains 40719 members 
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	Iteration 136Q: 3 clusters Score -7420025 nChanged 290
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Mstep: Class 1 contains 82700 members 
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Mstep: Class 2 contains 40134 members 
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Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 39462 members 
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	Iteration 140F: 3 clusters Score -7420084 nChanged 361
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Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 39101 members 
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Mstep: Class 1 contains 84802 members 
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Mstep: Class 1 contains 85177 members 
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Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7420130 nChanged 402
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Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7420151 nChanged 432
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Mstep: Class 1 contains 86770 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7420359 nChanged 458
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Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7420478 nChanged 444
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Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7420539 nChanged 432
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Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7420570 nChanged 409
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Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7420588 nChanged 300
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Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7420606 nChanged 385
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Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7420604 nChanged 385
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Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7420637 nChanged 378
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Mstep: Class 1 contains 95771 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7420688 nChanged 333
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Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7420704 nChanged 308
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Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7420814 nChanged 266
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Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7420818 nChanged 249
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Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7420814 nChanged 258
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Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7420832 nChanged 282
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Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 24667 members 
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	Iteration 180F: 3 clusters Score -7420853 nChanged 231
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Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7420865 nChanged 245
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Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 24191 members 
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Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 24002 members 
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	Iteration 183Q: 3 clusters Score -7420874 nChanged 217
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Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 23785 members 
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Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 23572 members 
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	Iteration 185Q: 3 clusters Score -7420888 nChanged 181
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Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 23391 members 
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	Iteration 186Q: 3 clusters Score -7420884 nChanged 176
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Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 23215 members 
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	Iteration 187Q: 3 clusters Score -7420888 nChanged 147
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Mstep: Class 1 contains 100061 members 
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Mstep: Class 1 contains 100231 members 
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	Iteration 189Q: 3 clusters Score -7420918 nChanged 156
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7420930 nChanged 123
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	Iteration 191Q: 3 clusters Score -7420933 nChanged 139
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Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 22480 members 
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	Iteration 192Q: 3 clusters Score -7420940 nChanged 137
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Mstep: Class 1 contains 100786 members 
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Mstep: Class 1 contains 100969 members 
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	Iteration 194Q: 3 clusters Score -7420964 nChanged 141
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Mstep: Class 1 contains 101110 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7420974 nChanged 103
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Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7420980 nChanged 96
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Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7420995 nChanged 87
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Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7420993 nChanged 100
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Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 21633 members 
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	Iteration 199Q: 3 clusters Score -7420986 nChanged 75
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7421001 nChanged 74
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Mstep: Class 1 contains 101645 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 101902 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7421060 nChanged 114
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	Iteration 204Q: 3 clusters Score -7421053 nChanged 130
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Mstep: Class 1 contains 102146 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7421048 nChanged 113
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Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7421057 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102340 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7421062 nChanged 98
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Mstep: Class 1 contains 102438 members 
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	Iteration 208Q: 3 clusters Score -7421066 nChanged 136
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Mstep: Class 1 contains 102574 members 
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	Iteration 209Q: 3 clusters Score -7421066 nChanged 101
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Mstep: Class 1 contains 102675 members 
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	Iteration 210Q: 3 clusters Score -7421068 nChanged 133
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Mstep: Class 1 contains 102808 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7421060 nChanged 98
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Mstep: Class 1 contains 102906 members 
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	Iteration 212Q: 3 clusters Score -7421064 nChanged 69
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	Iteration 213Q: 3 clusters Score -7421062 nChanged 57
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	Iteration 214Q: 3 clusters Score -7421056 nChanged 42
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	Iteration 215Q: 3 clusters Score -7421056 nChanged 50
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	Iteration 216Q: 3 clusters Score -7421056 nChanged 30
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	Iteration 217Q: 3 clusters Score -7421044 nChanged 21
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	Iteration 218Q: 3 clusters Score -7421045 nChanged 23
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	Iteration 219Q: 3 clusters Score -7421046 nChanged 21
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	Iteration 220F: 3 clusters Score -7421049 nChanged 17
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	Iteration 221Q: 3 clusters Score -7421048 nChanged 25
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	Iteration 222Q: 3 clusters Score -7421054 nChanged 8
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	Iteration 223Q: 3 clusters Score -7421052 nChanged 25
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	Iteration 224Q: 3 clusters Score -7421062 nChanged 30
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	Iteration 225Q: 3 clusters Score -7421068 nChanged 38
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	Iteration 226Q: 3 clusters Score -7421071 nChanged 49
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	Iteration 227Q: 3 clusters Score -7421073 nChanged 61
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	Iteration 228Q: 3 clusters Score -7421082 nChanged 39
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	Iteration 229Q: 3 clusters Score -7421086 nChanged 29
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	Iteration 230Q: 3 clusters Score -7421080 nChanged 87
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	Iteration 231Q: 3 clusters Score -7421078 nChanged 116
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	Iteration 232Q: 3 clusters Score -7421104 nChanged 79
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	Iteration 234Q: 3 clusters Score -7421113 nChanged 99
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	Iteration 235Q: 3 clusters Score -7421112 nChanged 92
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	Iteration 236Q: 3 clusters Score -7421100 nChanged 99
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	Iteration 237Q: 3 clusters Score -7421115 nChanged 75
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	Iteration 238Q: 3 clusters Score -7421130 nChanged 63
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	Iteration 239Q: 3 clusters Score -7421134 nChanged 67
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Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7421131.000000 Penalty: 1066.609985
	Iteration 240F: 3 clusters Score -7421131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -7421142.500000 Penalty: 1066.609985
	Iteration 241Q: 3 clusters Score -7421142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104607 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -7421140.000000 Penalty: 1066.609985
	Iteration 242Q: 3 clusters Score -7421140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7421137.500000 Penalty: 1066.609985
	Iteration 243Q: 3 clusters Score -7421138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -7421133.500000 Penalty: 1066.609985
	Iteration 244Q: 3 clusters Score -7421134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -7421135.500000 Penalty: 1066.609985
	Iteration 245Q: 3 clusters Score -7421136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -7421130.500000 Penalty: 1066.609985
	Iteration 246Q: 3 clusters Score -7421130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -7421125.500000 Penalty: 1066.609985
	Iteration 247Q: 3 clusters Score -7421126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -7421120.500000 Penalty: 1066.609985
	Iteration 248Q: 3 clusters Score -7421120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -7421129.000000 Penalty: 1066.609985
	Iteration 249Q: 3 clusters Score -7421129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -7421139.000000 Penalty: 1066.609985
	Iteration 250Q: 3 clusters Score -7421139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -7421139.000000 Penalty: 1066.609985
	Iteration 251Q: 3 clusters Score -7421139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -7421131.500000 Penalty: 1066.609985
	Iteration 252Q: 3 clusters Score -7421132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -7421138.000000 Penalty: 1066.609985
	Iteration 253Q: 3 clusters Score -7421138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -7421139.500000 Penalty: 1066.609985
	Iteration 254Q: 3 clusters Score -7421140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -7421134.000000 Penalty: 1066.609985
	Iteration 255Q: 3 clusters Score -7421134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7421132.500000 Penalty: 1066.609985
	Iteration 256Q: 3 clusters Score -7421132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -7421140.000000 Penalty: 1066.609985
	Iteration 257Q: 3 clusters Score -7421140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -7421139.000000 Penalty: 1066.609985
	Iteration 258Q: 3 clusters Score -7421139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -7421132.500000 Penalty: 1066.609985
	Iteration 259Q: 3 clusters Score -7421132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -7421130.000000 Penalty: 1066.609985
	Iteration 260F: 3 clusters Score -7421130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -7421133.500000 Penalty: 1066.609985
	Iteration 261Q: 3 clusters Score -7421134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -7421129.000000 Penalty: 1066.609985
	Iteration 262Q: 3 clusters Score -7421129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7421133.000000 Penalty: 1066.609985
	Iteration 263Q: 3 clusters Score -7421133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -7421129.000000 Penalty: 1066.609985
	Iteration 264Q: 3 clusters Score -7421129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -7421125.000000 Penalty: 1066.609985
	Iteration 265Q: 3 clusters Score -7421125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -7421128.000000 Penalty: 1066.609985
	Iteration 266Q: 3 clusters Score -7421128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -7421118.000000 Penalty: 1066.609985
	Iteration 267Q: 3 clusters Score -7421118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -7421121.000000 Penalty: 1066.609985
	Iteration 268Q: 3 clusters Score -7421121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -7421120.500000 Penalty: 1066.609985
	Iteration 269Q: 3 clusters Score -7421120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -7421131.500000 Penalty: 1066.609985
	Iteration 270Q: 3 clusters Score -7421132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7421125.000000 Penalty: 1066.609985
	Iteration 271Q: 3 clusters Score -7421125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -7421117.500000 Penalty: 1066.609985
	Iteration 272Q: 3 clusters Score -7421118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -7421113.500000 Penalty: 1066.609985
	Iteration 273Q: 3 clusters Score -7421114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -7421113.000000 Penalty: 1066.609985
	Iteration 274Q: 3 clusters Score -7421113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -7421113.500000 Penalty: 1066.609985
	Iteration 275Q: 3 clusters Score -7421114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7421108.000000 Penalty: 1066.609985
	Iteration 276Q: 3 clusters Score -7421108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7421102.500000 Penalty: 1066.609985
	Iteration 277Q: 3 clusters Score -7421102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -7421108.000000 Penalty: 1066.609985
	Iteration 278Q: 3 clusters Score -7421108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -7421106.500000 Penalty: 1066.609985
	Iteration 279Q: 3 clusters Score -7421106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7421113.000000 Penalty: 1066.609985
	Iteration 280F: 3 clusters Score -7421113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -7421110.500000 Penalty: 1066.609985
	Iteration 281Q: 3 clusters Score -7421110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -7421114.000000 Penalty: 1066.609985
	Iteration 282Q: 3 clusters Score -7421114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -7421110.500000 Penalty: 1066.609985
	Iteration 283Q: 3 clusters Score -7421110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -7421111.000000 Penalty: 1066.609985
	Iteration 284Q: 3 clusters Score -7421111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -7421115.000000 Penalty: 1066.609985
	Iteration 285Q: 3 clusters Score -7421115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -7421121.500000 Penalty: 1066.609985
	Iteration 286Q: 3 clusters Score -7421122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -7421117.000000 Penalty: 1066.609985
	Iteration 287Q: 3 clusters Score -7421117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -7421112.500000 Penalty: 1066.609985
	Iteration 288Q: 3 clusters Score -7421112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -7421121.500000 Penalty: 1066.609985
	Iteration 289Q: 3 clusters Score -7421122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -7421119.500000 Penalty: 1066.609985
	Iteration 290Q: 3 clusters Score -7421120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7421113.500000 Penalty: 1066.609985
	Iteration 291Q: 3 clusters Score -7421114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7421119.500000 Penalty: 1066.609985
	Iteration 292Q: 3 clusters Score -7421120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -7421114.000000 Penalty: 1066.609985
	Iteration 293Q: 3 clusters Score -7421114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7421115.500000 Penalty: 1066.609985
	Iteration 294Q: 3 clusters Score -7421116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -7421112.000000 Penalty: 1066.609985
	Iteration 295Q: 3 clusters Score -7421112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -7421116.000000 Penalty: 1066.609985
	Iteration 296Q: 3 clusters Score -7421116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -7421122.000000 Penalty: 1066.609985
	Iteration 297Q: 3 clusters Score -7421122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -7421114.500000 Penalty: 1066.609985
	Iteration 298Q: 3 clusters Score -7421114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -7421111.000000 Penalty: 1066.609985
	Iteration 299Q: 3 clusters Score -7421111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -7421110.000000 Penalty: 1066.609985
	Iteration 300F: 3 clusters Score -7421110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -358531.218750 Penalty: 396.527771
	Iteration 0F: 2 clusters Score -358531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -354384.937500 Penalty: 793.055542
	Iteration 0F: 3 clusters Score -354384.9 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -356017.375000 Penalty: 793.055542
	Iteration 1F: 3 clusters Score -356017.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -356197.250000 Penalty: 793.055542
	Iteration 2F: 3 clusters Score -356197.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -356413.906250 Penalty: 793.055542
	Iteration 3F: 3 clusters Score -356413.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -356700.250000 Penalty: 793.055542
	Iteration 4F: 3 clusters Score -356700.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -357021.718750 Penalty: 793.055542
	Iteration 5F: 3 clusters Score -357021.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -357245.250000 Penalty: 793.055542
	Iteration 6F: 3 clusters Score -357245.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -357398.812500 Penalty: 793.055542
	Iteration 7Q: 3 clusters Score -357398.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -357494.031250 Penalty: 793.055542
	Iteration 8Q: 3 clusters Score -357494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -357550.843750 Penalty: 793.055542
	Iteration 9Q: 3 clusters Score -357550.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -357588.343750 Penalty: 793.055542
	Iteration 10Q: 3 clusters Score -357588.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -357611.843750 Penalty: 793.055542
	Iteration 11Q: 3 clusters Score -357611.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -357635.281250 Penalty: 793.055542
	Iteration 12Q: 3 clusters Score -357635.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -357651.281250 Penalty: 793.055542
	Iteration 13Q: 3 clusters Score -357651.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -357659.843750 Penalty: 793.055542
	Iteration 14Q: 3 clusters Score -357659.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -357667.375000 Penalty: 793.055542
	Iteration 15Q: 3 clusters Score -357667.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -357672.750000 Penalty: 793.055542
	Iteration 16Q: 3 clusters Score -357672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -357678.812500 Penalty: 793.055542
	Iteration 17Q: 3 clusters Score -357678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -357682.125000 Penalty: 793.055542
	Iteration 18Q: 3 clusters Score -357682.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -357685.000000 Penalty: 793.055542
	Iteration 19Q: 3 clusters Score -357685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -357689.906250 Penalty: 793.055542
	Iteration 20F: 3 clusters Score -357689.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -357693.656250 Penalty: 793.055542
	Iteration 21Q: 3 clusters Score -357693.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -357696.875000 Penalty: 793.055542
	Iteration 22Q: 3 clusters Score -357696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -357701.687500 Penalty: 793.055542
	Iteration 23Q: 3 clusters Score -357701.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -357706.468750 Penalty: 793.055542
	Iteration 24Q: 3 clusters Score -357706.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -357712.500000 Penalty: 793.055542
	Iteration 25Q: 3 clusters Score -357712.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -357721.875000 Penalty: 793.055542
	Iteration 26Q: 3 clusters Score -357721.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -357731.718750 Penalty: 793.055542
	Iteration 27Q: 3 clusters Score -357731.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -357745.531250 Penalty: 793.055542
	Iteration 28Q: 3 clusters Score -357745.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -357760.375000 Penalty: 793.055542
	Iteration 29Q: 3 clusters Score -357760.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -357781.875000 Penalty: 793.055542
	Iteration 30Q: 3 clusters Score -357781.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -357799.375000 Penalty: 793.055542
	Iteration 31Q: 3 clusters Score -357799.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -357817.343750 Penalty: 793.055542
	Iteration 32Q: 3 clusters Score -357817.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -357841.750000 Penalty: 793.055542
	Iteration 33Q: 3 clusters Score -357841.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -357863.218750 Penalty: 793.055542
	Iteration 34Q: 3 clusters Score -357863.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -357886.406250 Penalty: 793.055542
	Iteration 35Q: 3 clusters Score -357886.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -357907.875000 Penalty: 793.055542
	Iteration 36Q: 3 clusters Score -357907.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -357929.156250 Penalty: 793.055542
	Iteration 37Q: 3 clusters Score -357929.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -357948.187500 Penalty: 793.055542
	Iteration 38Q: 3 clusters Score -357948.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -357966.718750 Penalty: 793.055542
	Iteration 39Q: 3 clusters Score -357966.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -357982.062500 Penalty: 793.055542
	Iteration 40F: 3 clusters Score -357982.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -357996.812500 Penalty: 793.055542
	Iteration 41Q: 3 clusters Score -357996.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -358010.093750 Penalty: 793.055542
	Iteration 42Q: 3 clusters Score -358010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -358021.593750 Penalty: 793.055542
	Iteration 43Q: 3 clusters Score -358021.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -358032.781250 Penalty: 793.055542
	Iteration 44Q: 3 clusters Score -358032.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -358041.312500 Penalty: 793.055542
	Iteration 45Q: 3 clusters Score -358041.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -358049.968750 Penalty: 793.055542
	Iteration 46Q: 3 clusters Score -358050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -358058.406250 Penalty: 793.055542
	Iteration 47Q: 3 clusters Score -358058.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -358067.593750 Penalty: 793.055542
	Iteration 48Q: 3 clusters Score -358067.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -358077.656250 Penalty: 793.055542
	Iteration 49Q: 3 clusters Score -358077.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -358087.656250 Penalty: 793.055542
	Iteration 50Q: 3 clusters Score -358087.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -358096.625000 Penalty: 793.055542
	Iteration 51Q: 3 clusters Score -358096.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -358103.156250 Penalty: 793.055542
	Iteration 52Q: 3 clusters Score -358103.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -358108.937500 Penalty: 793.055542
	Iteration 53Q: 3 clusters Score -358108.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358115.687500 Penalty: 793.055542
	Iteration 54Q: 3 clusters Score -358115.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -358119.875000 Penalty: 793.055542
	Iteration 55Q: 3 clusters Score -358119.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -358127.406250 Penalty: 793.055542
	Iteration 56Q: 3 clusters Score -358127.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -358135.687500 Penalty: 793.055542
	Iteration 57Q: 3 clusters Score -358135.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -358143.593750 Penalty: 793.055542
	Iteration 58Q: 3 clusters Score -358143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -358152.000000 Penalty: 793.055542
	Iteration 59Q: 3 clusters Score -358152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -358157.843750 Penalty: 793.055542
	Iteration 60F: 3 clusters Score -358157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -358163.562500 Penalty: 793.055542
	Iteration 61Q: 3 clusters Score -358163.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -358170.312500 Penalty: 793.055542
	Iteration 62Q: 3 clusters Score -358170.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -358177.781250 Penalty: 793.055542
	Iteration 63Q: 3 clusters Score -358177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -358182.031250 Penalty: 793.055542
	Iteration 64Q: 3 clusters Score -358182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -358185.562500 Penalty: 793.055542
	Iteration 65Q: 3 clusters Score -358185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358189.281250 Penalty: 793.055542
	Iteration 66Q: 3 clusters Score -358189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -358193.343750 Penalty: 793.055542
	Iteration 67Q: 3 clusters Score -358193.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -358196.718750 Penalty: 793.055542
	Iteration 68Q: 3 clusters Score -358196.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -358199.000000 Penalty: 793.055542
	Iteration 69Q: 3 clusters Score -358199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -358202.875000 Penalty: 793.055542
	Iteration 70Q: 3 clusters Score -358202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -358206.000000 Penalty: 793.055542
	Iteration 71Q: 3 clusters Score -358206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -358209.968750 Penalty: 793.055542
	Iteration 72Q: 3 clusters Score -358210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -358215.343750 Penalty: 793.055542
	Iteration 73Q: 3 clusters Score -358215.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -358221.468750 Penalty: 793.055542
	Iteration 74Q: 3 clusters Score -358221.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -358234.500000 Penalty: 793.055542
	Iteration 75Q: 3 clusters Score -358234.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -358246.062500 Penalty: 793.055542
	Iteration 76Q: 3 clusters Score -358246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -358250.468750 Penalty: 793.055542
	Iteration 77Q: 3 clusters Score -358250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -358254.218750 Penalty: 793.055542
	Iteration 78Q: 3 clusters Score -358254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -358259.218750 Penalty: 793.055542
	Iteration 79Q: 3 clusters Score -358259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -358262.906250 Penalty: 793.055542
	Iteration 80F: 3 clusters Score -358262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -358267.625000 Penalty: 793.055542
	Iteration 81Q: 3 clusters Score -358267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -358271.656250 Penalty: 793.055542
	Iteration 82Q: 3 clusters Score -358271.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -358278.000000 Penalty: 793.055542
	Iteration 83Q: 3 clusters Score -358278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -358280.343750 Penalty: 793.055542
	Iteration 84Q: 3 clusters Score -358280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -358284.406250 Penalty: 793.055542
	Iteration 85Q: 3 clusters Score -358284.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -358286.593750 Penalty: 793.055542
	Iteration 86Q: 3 clusters Score -358286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -358290.781250 Penalty: 793.055542
	Iteration 87Q: 3 clusters Score -358290.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -358295.187500 Penalty: 793.055542
	Iteration 88Q: 3 clusters Score -358295.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -358302.031250 Penalty: 793.055542
	Iteration 89Q: 3 clusters Score -358302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -358313.125000 Penalty: 793.055542
	Iteration 90Q: 3 clusters Score -358313.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -358316.218750 Penalty: 793.055542
	Iteration 91Q: 3 clusters Score -358316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -358319.781250 Penalty: 793.055542
	Iteration 92Q: 3 clusters Score -358319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -358323.281250 Penalty: 793.055542
	Iteration 93Q: 3 clusters Score -358323.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -358327.125000 Penalty: 793.055542
	Iteration 94Q: 3 clusters Score -358327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -358332.125000 Penalty: 793.055542
	Iteration 95Q: 3 clusters Score -358332.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -358339.281250 Penalty: 793.055542
	Iteration 96Q: 3 clusters Score -358339.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -358345.343750 Penalty: 793.055542
	Iteration 97Q: 3 clusters Score -358345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -358350.625000 Penalty: 793.055542
	Iteration 98Q: 3 clusters Score -358350.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -358354.562500 Penalty: 793.055542
	Iteration 99Q: 3 clusters Score -358354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -358359.406250 Penalty: 793.055542
	Iteration 100F: 3 clusters Score -358359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -358364.468750 Penalty: 793.055542
	Iteration 101Q: 3 clusters Score -358364.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -358371.156250 Penalty: 793.055542
	Iteration 102Q: 3 clusters Score -358371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -358377.281250 Penalty: 793.055542
	Iteration 103Q: 3 clusters Score -358377.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -358381.718750 Penalty: 793.055542
	Iteration 104Q: 3 clusters Score -358381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -358388.625000 Penalty: 793.055542
	Iteration 105Q: 3 clusters Score -358388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -358392.875000 Penalty: 793.055542
	Iteration 106Q: 3 clusters Score -358392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -358398.437500 Penalty: 793.055542
	Iteration 107Q: 3 clusters Score -358398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -358402.000000 Penalty: 793.055542
	Iteration 108Q: 3 clusters Score -358402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -358404.062500 Penalty: 793.055542
	Iteration 109Q: 3 clusters Score -358404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -358404.750000 Penalty: 793.055542
	Iteration 110Q: 3 clusters Score -358404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -358405.843750 Penalty: 793.055542
	Iteration 111Q: 3 clusters Score -358405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -358406.593750 Penalty: 793.055542
	Iteration 112Q: 3 clusters Score -358406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -358407.656250 Penalty: 793.055542
	Iteration 113Q: 3 clusters Score -358407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -358408.312500 Penalty: 793.055542
	Iteration 114Q: 3 clusters Score -358408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -358408.437500 Penalty: 793.055542
	Iteration 115Q: 3 clusters Score -358408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -358408.718750 Penalty: 793.055542
	Iteration 116Q: 3 clusters Score -358408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -358408.718750 Penalty: 793.055542
	Iteration 117F: 3 clusters Score -358408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Entering Unmasked Estep 
Score: -7031023.500000 Penalty: 531.015198
	Iteration 0F: 2 clusters Score -7031024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -6955232.000000 Penalty: 1062.030396
	Iteration 0F: 3 clusters Score -6955232 nChanged 57376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -6992836.500000 Penalty: 1062.030396
	Iteration 1F: 3 clusters Score -6992836 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -6997591.000000 Penalty: 1062.030396
	Iteration 2F: 3 clusters Score -6997591 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -7004370.000000 Penalty: 1062.030396
	Iteration 3F: 3 clusters Score -7004370 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -7012526.000000 Penalty: 1062.030396
	Iteration 4F: 3 clusters Score -7012526 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -7019979.500000 Penalty: 1062.030396
	Iteration 5F: 3 clusters Score -7019980 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -7023993.500000 Penalty: 1062.030396
	Iteration 6F: 3 clusters Score -7023994 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -7025464.500000 Penalty: 1062.030396
	Iteration 7Q: 3 clusters Score -7025464 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -7026147.500000 Penalty: 1062.030396
	Iteration 8Q: 3 clusters Score -7026148 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -7026668.500000 Penalty: 1062.030396
	Iteration 9Q: 3 clusters Score -7026668 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -7027131.500000 Penalty: 1062.030396
	Iteration 10Q: 3 clusters Score -7027132 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -7027488.500000 Penalty: 1062.030396
	Iteration 11Q: 3 clusters Score -7027488 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -7027802.000000 Penalty: 1062.030396
	Iteration 12Q: 3 clusters Score -7027802 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -7028111.000000 Penalty: 1062.030396
	Iteration 13Q: 3 clusters Score -7028111 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -7028398.500000 Penalty: 1062.030396
	Iteration 14Q: 3 clusters Score -7028398 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -7028631.500000 Penalty: 1062.030396
	Iteration 15Q: 3 clusters Score -7028632 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -7028881.000000 Penalty: 1062.030396
	Iteration 16Q: 3 clusters Score -7028881 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -7029136.500000 Penalty: 1062.030396
	Iteration 17Q: 3 clusters Score -7029136 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -7029418.000000 Penalty: 1062.030396
	Iteration 18Q: 3 clusters Score -7029418 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -7029695.000000 Penalty: 1062.030396
	Iteration 19Q: 3 clusters Score -7029695 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -7030007.000000 Penalty: 1062.030396
	Iteration 20F: 3 clusters Score -7030007 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -7030349.000000 Penalty: 1062.030396
	Iteration 21Q: 3 clusters Score -7030349 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -7030683.500000 Penalty: 1062.030396
	Iteration 22Q: 3 clusters Score -7030684 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -7031041.500000 Penalty: 1062.030396
	Iteration 23Q: 3 clusters Score -7031042 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -7031359.500000 Penalty: 1062.030396
	Iteration 24Q: 3 clusters Score -7031360 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -7031612.000000 Penalty: 1062.030396
	Iteration 25Q: 3 clusters Score -7031612 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -7031675.500000 Penalty: 1062.030396
	Iteration 26Q: 3 clusters Score -7031676 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -7031592.500000 Penalty: 1062.030396
	Iteration 27Q: 3 clusters Score -7031592 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -7031571.500000 Penalty: 1062.030396
	Iteration 28Q: 3 clusters Score -7031572 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -7031566.500000 Penalty: 1062.030396
	Iteration 29Q: 3 clusters Score -7031566 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -7031446.000000 Penalty: 1062.030396
	Iteration 30Q: 3 clusters Score -7031446 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -7031303.000000 Penalty: 1062.030396
	Iteration 31Q: 3 clusters Score -7031303 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -7031274.500000 Penalty: 1062.030396
	Iteration 32Q: 3 clusters Score -7031274 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -7031246.000000 Penalty: 1062.030396
	Iteration 33Q: 3 clusters Score -7031246 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -7031192.500000 Penalty: 1062.030396
	Iteration 34Q: 3 clusters Score -7031192 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -7031159.000000 Penalty: 1062.030396
	Iteration 35Q: 3 clusters Score -7031159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -7031103.500000 Penalty: 1062.030396
	Iteration 36Q: 3 clusters Score -7031104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 116209 members 
Entering Unmasked Estep 
Score: -7031078.000000 Penalty: 1062.030396
	Iteration 37Q: 3 clusters Score -7031078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 116267 members 
Entering Unmasked Estep 
Score: -7031046.500000 Penalty: 1062.030396
	Iteration 38Q: 3 clusters Score -7031046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -7031016.500000 Penalty: 1062.030396
	Iteration 39Q: 3 clusters Score -7031016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -7031067.000000 Penalty: 1062.030396
	Iteration 40F: 3 clusters Score -7031067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -7031045.500000 Penalty: 1062.030396
	Iteration 41Q: 3 clusters Score -7031046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -7031008.500000 Penalty: 1062.030396
	Iteration 42Q: 3 clusters Score -7031008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -7030977.500000 Penalty: 1062.030396
	Iteration 43Q: 3 clusters Score -7030978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -7030981.500000 Penalty: 1062.030396
	Iteration 44Q: 3 clusters Score -7030982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -7030963.500000 Penalty: 1062.030396
	Iteration 45Q: 3 clusters Score -7030964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 116709 members 
Entering Unmasked Estep 
Score: -7030943.000000 Penalty: 1062.030396
	Iteration 46Q: 3 clusters Score -7030943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 116727 members 
Entering Unmasked Estep 
Score: -7030940.500000 Penalty: 1062.030396
	Iteration 47Q: 3 clusters Score -7030940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -7030919.500000 Penalty: 1062.030396
	Iteration 48Q: 3 clusters Score -7030920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 116755 members 
Entering Unmasked Estep 
Score: -7030915.000000 Penalty: 1062.030396
	Iteration 49Q: 3 clusters Score -7030915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -7030911.500000 Penalty: 1062.030396
	Iteration 50Q: 3 clusters Score -7030912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -7030910.500000 Penalty: 1062.030396
	Iteration 51Q: 3 clusters Score -7030910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -7030904.500000 Penalty: 1062.030396
	Iteration 52Q: 3 clusters Score -7030904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -7030898.500000 Penalty: 1062.030396
	Iteration 53Q: 3 clusters Score -7030898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -7030900.500000 Penalty: 1062.030396
	Iteration 54Q: 3 clusters Score -7030900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -7030900.500000 Penalty: 1062.030396
	Iteration 55F: 3 clusters Score -7030900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Entering Unmasked Estep 
Score: -1144149.250000 Penalty: 448.535126
	Iteration 0F: 2 clusters Score -1144149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1131284.625000 Penalty: 897.070251
	Iteration 0F: 3 clusters Score -1131285 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1137214.125000 Penalty: 897.070251
	Iteration 1F: 3 clusters Score -1137214 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1138036.375000 Penalty: 897.070251
	Iteration 2F: 3 clusters Score -1138036 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1138899.375000 Penalty: 897.070251
	Iteration 3F: 3 clusters Score -1138899 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1139807.750000 Penalty: 897.070251
	Iteration 4F: 3 clusters Score -1139808 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1140647.750000 Penalty: 897.070251
	Iteration 5F: 3 clusters Score -1140648 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1141230.375000 Penalty: 897.070251
	Iteration 6F: 3 clusters Score -1141230 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1141493.250000 Penalty: 897.070251
	Iteration 7Q: 3 clusters Score -1141493 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1141587.500000 Penalty: 897.070251
	Iteration 8Q: 3 clusters Score -1141588 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1141647.625000 Penalty: 897.070251
	Iteration 9Q: 3 clusters Score -1141648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1141676.750000 Penalty: 897.070251
	Iteration 10Q: 3 clusters Score -1141677 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1141704.000000 Penalty: 897.070251
	Iteration 11Q: 3 clusters Score -1141704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1141728.125000 Penalty: 897.070251
	Iteration 12Q: 3 clusters Score -1141728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1141758.500000 Penalty: 897.070251
	Iteration 13Q: 3 clusters Score -1141758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1141785.500000 Penalty: 897.070251
	Iteration 14Q: 3 clusters Score -1141786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1141816.875000 Penalty: 897.070251
	Iteration 15Q: 3 clusters Score -1141817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1141843.375000 Penalty: 897.070251
	Iteration 16Q: 3 clusters Score -1141843 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1141867.250000 Penalty: 897.070251
	Iteration 17Q: 3 clusters Score -1141867 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1141892.250000 Penalty: 897.070251
	Iteration 18Q: 3 clusters Score -1141892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1141920.875000 Penalty: 897.070251
	Iteration 19Q: 3 clusters Score -1141921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1141959.250000 Penalty: 897.070251
	Iteration 20F: 3 clusters Score -1141959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1141997.000000 Penalty: 897.070251
	Iteration 21Q: 3 clusters Score -1141997 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1142040.375000 Penalty: 897.070251
	Iteration 22Q: 3 clusters Score -1142040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1142086.625000 Penalty: 897.070251
	Iteration 23Q: 3 clusters Score -1142087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1142123.500000 Penalty: 897.070251
	Iteration 24Q: 3 clusters Score -1142124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1142155.250000 Penalty: 897.070251
	Iteration 25Q: 3 clusters Score -1142155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1142196.500000 Penalty: 897.070251
	Iteration 26Q: 3 clusters Score -1142196 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1142232.875000 Penalty: 897.070251
	Iteration 27Q: 3 clusters Score -1142233 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1142276.500000 Penalty: 897.070251
	Iteration 28Q: 3 clusters Score -1142276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1142318.875000 Penalty: 897.070251
	Iteration 29Q: 3 clusters Score -1142319 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1142363.875000 Penalty: 897.070251
	Iteration 30Q: 3 clusters Score -1142364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1142397.125000 Penalty: 897.070251
	Iteration 31Q: 3 clusters Score -1142397 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1142421.500000 Penalty: 897.070251
	Iteration 32Q: 3 clusters Score -1142422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1142449.875000 Penalty: 897.070251
	Iteration 33Q: 3 clusters Score -1142450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1142475.875000 Penalty: 897.070251
	Iteration 34Q: 3 clusters Score -1142476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1142495.125000 Penalty: 897.070251
	Iteration 35Q: 3 clusters Score -1142495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1142511.500000 Penalty: 897.070251
	Iteration 36Q: 3 clusters Score -1142512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1142526.000000 Penalty: 897.070251
	Iteration 37Q: 3 clusters Score -1142526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1142541.500000 Penalty: 897.070251
	Iteration 38Q: 3 clusters Score -1142542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1142560.125000 Penalty: 897.070251
	Iteration 39Q: 3 clusters Score -1142560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1142578.125000 Penalty: 897.070251
	Iteration 40F: 3 clusters Score -1142578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1142601.875000 Penalty: 897.070251
	Iteration 41Q: 3 clusters Score -1142602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1142614.250000 Penalty: 897.070251
	Iteration 42Q: 3 clusters Score -1142614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1142625.875000 Penalty: 897.070251
	Iteration 43Q: 3 clusters Score -1142626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1142639.625000 Penalty: 897.070251
	Iteration 44Q: 3 clusters Score -1142640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1142659.500000 Penalty: 897.070251
	Iteration 45Q: 3 clusters Score -1142660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1142674.000000 Penalty: 897.070251
	Iteration 46Q: 3 clusters Score -1142674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1142681.250000 Penalty: 897.070251
	Iteration 47Q: 3 clusters Score -1142681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1142692.125000 Penalty: 897.070251
	Iteration 48Q: 3 clusters Score -1142692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1142706.875000 Penalty: 897.070251
	Iteration 49Q: 3 clusters Score -1142707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1142720.125000 Penalty: 897.070251
	Iteration 50Q: 3 clusters Score -1142720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1142729.625000 Penalty: 897.070251
	Iteration 51Q: 3 clusters Score -1142730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1142740.125000 Penalty: 897.070251
	Iteration 52Q: 3 clusters Score -1142740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1142756.250000 Penalty: 897.070251
	Iteration 53Q: 3 clusters Score -1142756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1142765.000000 Penalty: 897.070251
	Iteration 54Q: 3 clusters Score -1142765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1142771.250000 Penalty: 897.070251
	Iteration 55Q: 3 clusters Score -1142771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1142780.500000 Penalty: 897.070251
	Iteration 56Q: 3 clusters Score -1142780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1142792.125000 Penalty: 897.070251
	Iteration 57Q: 3 clusters Score -1142792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1142801.500000 Penalty: 897.070251
	Iteration 58Q: 3 clusters Score -1142802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1142810.375000 Penalty: 897.070251
	Iteration 59Q: 3 clusters Score -1142810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1142816.000000 Penalty: 897.070251
	Iteration 60F: 3 clusters Score -1142816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1142833.625000 Penalty: 897.070251
	Iteration 61Q: 3 clusters Score -1142834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1142859.000000 Penalty: 897.070251
	Iteration 62Q: 3 clusters Score -1142859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1142881.375000 Penalty: 897.070251
	Iteration 63Q: 3 clusters Score -1142881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1142909.375000 Penalty: 897.070251
	Iteration 64Q: 3 clusters Score -1142909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1142940.500000 Penalty: 897.070251
	Iteration 65Q: 3 clusters Score -1142940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1142967.125000 Penalty: 897.070251
	Iteration 66Q: 3 clusters Score -1142967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1142991.500000 Penalty: 897.070251
	Iteration 67Q: 3 clusters Score -1142992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1143017.500000 Penalty: 897.070251
	Iteration 68Q: 3 clusters Score -1143018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1143051.625000 Penalty: 897.070251
	Iteration 69Q: 3 clusters Score -1143052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1143094.125000 Penalty: 897.070251
	Iteration 70Q: 3 clusters Score -1143094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1143148.500000 Penalty: 897.070251
	Iteration 71Q: 3 clusters Score -1143148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1143201.625000 Penalty: 897.070251
	Iteration 72Q: 3 clusters Score -1143202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1143267.000000 Penalty: 897.070251
	Iteration 73Q: 3 clusters Score -1143267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1143332.000000 Penalty: 897.070251
	Iteration 74Q: 3 clusters Score -1143332 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1143392.875000 Penalty: 897.070251
	Iteration 75Q: 3 clusters Score -1143393 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1143430.250000 Penalty: 897.070251
	Iteration 76Q: 3 clusters Score -1143430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1143462.500000 Penalty: 897.070251
	Iteration 77Q: 3 clusters Score -1143462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1143496.000000 Penalty: 897.070251
	Iteration 78Q: 3 clusters Score -1143496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1143533.750000 Penalty: 897.070251
	Iteration 79Q: 3 clusters Score -1143534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1143585.625000 Penalty: 897.070251
	Iteration 80F: 3 clusters Score -1143586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1143624.375000 Penalty: 897.070251
	Iteration 81Q: 3 clusters Score -1143624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1143659.875000 Penalty: 897.070251
	Iteration 82Q: 3 clusters Score -1143660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1143703.125000 Penalty: 897.070251
	Iteration 83Q: 3 clusters Score -1143703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1143736.875000 Penalty: 897.070251
	Iteration 84Q: 3 clusters Score -1143737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1143756.375000 Penalty: 897.070251
	Iteration 85Q: 3 clusters Score -1143756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1143769.500000 Penalty: 897.070251
	Iteration 86Q: 3 clusters Score -1143770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1143782.125000 Penalty: 897.070251
	Iteration 87Q: 3 clusters Score -1143782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1143791.000000 Penalty: 897.070251
	Iteration 88Q: 3 clusters Score -1143791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1143797.250000 Penalty: 897.070251
	Iteration 89Q: 3 clusters Score -1143797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1143797.875000 Penalty: 897.070251
	Iteration 90Q: 3 clusters Score -1143798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1143799.750000 Penalty: 897.070251
	Iteration 91Q: 3 clusters Score -1143800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1143801.125000 Penalty: 897.070251
	Iteration 92Q: 3 clusters Score -1143801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1143801.875000 Penalty: 897.070251
	Iteration 93Q: 3 clusters Score -1143802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1143803.375000 Penalty: 897.070251
	Iteration 94Q: 3 clusters Score -1143803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1143803.125000 Penalty: 897.070251
	Iteration 95Q: 3 clusters Score -1143803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1143806.000000 Penalty: 897.070251
	Iteration 96Q: 3 clusters Score -1143806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1143805.375000 Penalty: 897.070251
	Iteration 97Q: 3 clusters Score -1143805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1143807.750000 Penalty: 897.070251
	Iteration 98Q: 3 clusters Score -1143808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1143809.250000 Penalty: 897.070251
	Iteration 99Q: 3 clusters Score -1143809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1143815.750000 Penalty: 897.070251
	Iteration 100F: 3 clusters Score -1143816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1143817.750000 Penalty: 897.070251
	Iteration 101Q: 3 clusters Score -1143818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1143819.500000 Penalty: 897.070251
	Iteration 102Q: 3 clusters Score -1143820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1143821.750000 Penalty: 897.070251
	Iteration 103Q: 3 clusters Score -1143822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1143824.000000 Penalty: 897.070251
	Iteration 104Q: 3 clusters Score -1143824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1143829.625000 Penalty: 897.070251
	Iteration 105Q: 3 clusters Score -1143830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1143845.625000 Penalty: 897.070251
	Iteration 106Q: 3 clusters Score -1143846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1143862.375000 Penalty: 897.070251
	Iteration 107Q: 3 clusters Score -1143862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1143870.125000 Penalty: 897.070251
	Iteration 108Q: 3 clusters Score -1143870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1143874.750000 Penalty: 897.070251
	Iteration 109Q: 3 clusters Score -1143875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1143877.750000 Penalty: 897.070251
	Iteration 110Q: 3 clusters Score -1143878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1143880.375000 Penalty: 897.070251
	Iteration 111Q: 3 clusters Score -1143880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1143883.500000 Penalty: 897.070251
	Iteration 112Q: 3 clusters Score -1143884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1143883.250000 Penalty: 897.070251
	Iteration 113Q: 3 clusters Score -1143883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1143884.625000 Penalty: 897.070251
	Iteration 114Q: 3 clusters Score -1143885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1143884.750000 Penalty: 897.070251
	Iteration 115Q: 3 clusters Score -1143885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1143885.625000 Penalty: 897.070251
	Iteration 116Q: 3 clusters Score -1143886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1143886.250000 Penalty: 897.070251
	Iteration 117Q: 3 clusters Score -1143886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1143886.250000 Penalty: 897.070251
	Iteration 118F: 3 clusters Score -1143886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -23276.986328 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -23276.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22861.632812 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -22861.63 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23010.005859 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -23010.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23121.212891 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -23121.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23177.007812 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -23177.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23213.451172 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -23213.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23265.156250 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -23265.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23289.244141 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -23289.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23305.009766 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -23305.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23310.972656 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -23310.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23312.734375 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -23312.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23313.402344 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -23313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23313.712891 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -23313.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23313.712891 Penalty: 544.308716
	Iteration 12F: 3 clusters Score -23313.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Entering Unmasked Estep 
Score: -58195488.000000 Penalty: 53495.402344
Splitting cluster 18 changes total score from -58195348.000000 to -58195488.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28041.669922 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28041.67 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28280.457031 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28280.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28430.650391 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28430.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28534.468750 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28534.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28579.531250 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -28579.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28587.080078 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28587.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28591.806641 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28591.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28592.011719 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28592.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28593.996094 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28594.429688 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28594.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28594.429688 Penalty: 561.434570
	Iteration 10F: 3 clusters Score -28594.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 240 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 238 members 
Entering Unmasked Estep 
Score: -58195264.000000 Penalty: 54124.761719
Splitting cluster 19 changes total score from -58195348.000000 to -58195264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5458.893555 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5458.894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5475.223633 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5475.224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5482.218750 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5482.219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5482.218750 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -5482.219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7604.632812 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7604.633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7651.063965 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7651.064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7671.390137 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7671.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7684.733887 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7684.734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7700.373535 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7700.374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7711.492676 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7711.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7718.730469 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7718.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7720.690430 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7720.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7721.430664 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7721.431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7721.430664 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -7721.431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11203.948242 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11203.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11316.405273 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11316.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11351.305664 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11351.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11367.471680 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -11367.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11371.858398 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11371.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11372.327148 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11372.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11373.946289 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11373.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11375.624023 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11375.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11375.898438 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11375.898438 Penalty: 499.116516
	Iteration 9F: 3 clusters Score -11375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -252800.078125 Penalty: 382.086639
	Iteration 0F: 2 clusters Score -252800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -249810.281250 Penalty: 764.173279
	Iteration 0F: 3 clusters Score -249810.3 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -250997.546875 Penalty: 764.173279
	Iteration 1F: 3 clusters Score -250997.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -251231.265625 Penalty: 764.173279
	Iteration 2F: 3 clusters Score -251231.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -251430.281250 Penalty: 764.173279
	Iteration 3F: 3 clusters Score -251430.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -251628.046875 Penalty: 764.173279
	Iteration 4F: 3 clusters Score -251628 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -251805.734375 Penalty: 764.173279
	Iteration 5F: 3 clusters Score -251805.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -251945.656250 Penalty: 764.173279
	Iteration 6Q: 3 clusters Score -251945.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -252069.234375 Penalty: 764.173279
	Iteration 7Q: 3 clusters Score -252069.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -252199.640625 Penalty: 764.173279
	Iteration 8Q: 3 clusters Score -252199.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -252312.750000 Penalty: 764.173279
	Iteration 9Q: 3 clusters Score -252312.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -252382.734375 Penalty: 764.173279
	Iteration 10Q: 3 clusters Score -252382.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252420.328125 Penalty: 764.173279
	Iteration 11Q: 3 clusters Score -252420.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252445.843750 Penalty: 764.173279
	Iteration 12Q: 3 clusters Score -252445.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -252459.515625 Penalty: 764.173279
	Iteration 13Q: 3 clusters Score -252459.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -252471.609375 Penalty: 764.173279
	Iteration 14Q: 3 clusters Score -252471.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -252481.687500 Penalty: 764.173279
	Iteration 15Q: 3 clusters Score -252481.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -252492.468750 Penalty: 764.173279
	Iteration 16Q: 3 clusters Score -252492.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -252500.453125 Penalty: 764.173279
	Iteration 17Q: 3 clusters Score -252500.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -252510.046875 Penalty: 764.173279
	Iteration 18Q: 3 clusters Score -252510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -252522.250000 Penalty: 764.173279
	Iteration 19Q: 3 clusters Score -252522.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -252528.968750 Penalty: 764.173279
	Iteration 20F: 3 clusters Score -252529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -252533.046875 Penalty: 764.173279
	Iteration 21Q: 3 clusters Score -252533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -252536.187500 Penalty: 764.173279
	Iteration 22Q: 3 clusters Score -252536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -252540.750000 Penalty: 764.173279
	Iteration 23Q: 3 clusters Score -252540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -252545.125000 Penalty: 764.173279
	Iteration 24Q: 3 clusters Score -252545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -252547.031250 Penalty: 764.173279
	Iteration 25Q: 3 clusters Score -252547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -252548.765625 Penalty: 764.173279
	Iteration 26Q: 3 clusters Score -252548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -252553.921875 Penalty: 764.173279
	Iteration 27Q: 3 clusters Score -252553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -252557.906250 Penalty: 764.173279
	Iteration 28Q: 3 clusters Score -252557.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -252563.921875 Penalty: 764.173279
	Iteration 29Q: 3 clusters Score -252563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -252567.046875 Penalty: 764.173279
	Iteration 30Q: 3 clusters Score -252567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -252570.046875 Penalty: 764.173279
	Iteration 31Q: 3 clusters Score -252570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -252571.671875 Penalty: 764.173279
	Iteration 32Q: 3 clusters Score -252571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -252572.593750 Penalty: 764.173279
	Iteration 33Q: 3 clusters Score -252572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -252573.671875 Penalty: 764.173279
	Iteration 34Q: 3 clusters Score -252573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -252573.937500 Penalty: 764.173279
	Iteration 35Q: 3 clusters Score -252573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -252573.937500 Penalty: 764.173279
	Iteration 36F: 3 clusters Score -252573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133520 members 
Entering Unmasked Estep 
Score: -7972576.000000 Penalty: 536.991333
	Iteration 0F: 2 clusters Score -7972576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -7888575.000000 Penalty: 1073.982666
	Iteration 0F: 3 clusters Score -7888575 nChanged 65378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -7929336.000000 Penalty: 1073.982666
	Iteration 1F: 3 clusters Score -7929336 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -7932153.000000 Penalty: 1073.982666
	Iteration 2F: 3 clusters Score -7932153 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -7936144.500000 Penalty: 1073.982666
	Iteration 3F: 3 clusters Score -7936144 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -7941913.500000 Penalty: 1073.982666
	Iteration 4F: 3 clusters Score -7941914 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -7949465.500000 Penalty: 1073.982666
	Iteration 5F: 3 clusters Score -7949466 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -7957100.500000 Penalty: 1073.982666
	Iteration 6F: 3 clusters Score -7957100 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -7963511.000000 Penalty: 1073.982666
	Iteration 7F: 3 clusters Score -7963511 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 124881 members 
Entering Unmasked Estep 
Score: -7967993.000000 Penalty: 1073.982666
	Iteration 8F: 3 clusters Score -7967993 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -7970521.000000 Penalty: 1073.982666
	Iteration 9Q: 3 clusters Score -7970521 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 131582 members 
Entering Unmasked Estep 
Score: -7971697.500000 Penalty: 1073.982666
	Iteration 10Q: 3 clusters Score -7971698 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 132568 members 
Entering Unmasked Estep 
Score: -7972042.000000 Penalty: 1073.982666
	Iteration 11Q: 3 clusters Score -7972042 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -7972197.000000 Penalty: 1073.982666
	Iteration 12Q: 3 clusters Score -7972197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -7972243.000000 Penalty: 1073.982666
	Iteration 13Q: 3 clusters Score -7972243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 133190 members 
Entering Unmasked Estep 
Score: -7972264.500000 Penalty: 1073.982666
	Iteration 14Q: 3 clusters Score -7972264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -7972284.500000 Penalty: 1073.982666
	Iteration 15Q: 3 clusters Score -7972284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -7972280.000000 Penalty: 1073.982666
	Iteration 16Q: 3 clusters Score -7972280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -7972273.500000 Penalty: 1073.982666
	Iteration 17Q: 3 clusters Score -7972274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -7972284.500000 Penalty: 1073.982666
	Iteration 18Q: 3 clusters Score -7972284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -7972287.000000 Penalty: 1073.982666
	Iteration 19Q: 3 clusters Score -7972287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -7972288.000000 Penalty: 1073.982666
	Iteration 20F: 3 clusters Score -7972288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133300 members 
Entering Unmasked Estep 
Score: -7972284.500000 Penalty: 1073.982666
	Iteration 21Q: 3 clusters Score -7972284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 133306 members 
Entering Unmasked Estep 
Score: -7972292.000000 Penalty: 1073.982666
	Iteration 22Q: 3 clusters Score -7972292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -7972284.500000 Penalty: 1073.982666
	Iteration 23Q: 3 clusters Score -7972284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133309 members 
Entering Unmasked Estep 
Score: -7972283.500000 Penalty: 1073.982666
	Iteration 24Q: 3 clusters Score -7972284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133309 members 
Entering Unmasked Estep 
Score: -7972283.500000 Penalty: 1073.982666
	Iteration 25F: 3 clusters Score -7972284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -325647.375000 Penalty: 391.025604
	Iteration 0F: 2 clusters Score -325647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -322045.906250 Penalty: 782.051208
	Iteration 0F: 3 clusters Score -322045.9 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -323395.031250 Penalty: 782.051208
	Iteration 1F: 3 clusters Score -323395 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -323639.750000 Penalty: 782.051208
	Iteration 2F: 3 clusters Score -323639.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -323988.500000 Penalty: 782.051208
	Iteration 3F: 3 clusters Score -323988.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -324388.968750 Penalty: 782.051208
	Iteration 4F: 3 clusters Score -324389 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -324742.968750 Penalty: 782.051208
	Iteration 5F: 3 clusters Score -324743 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -324968.593750 Penalty: 782.051208
	Iteration 6Q: 3 clusters Score -324968.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -325131.718750 Penalty: 782.051208
	Iteration 7Q: 3 clusters Score -325131.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -325211.093750 Penalty: 782.051208
	Iteration 8Q: 3 clusters Score -325211.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -325244.562500 Penalty: 782.051208
	Iteration 9Q: 3 clusters Score -325244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -325271.250000 Penalty: 782.051208
	Iteration 10Q: 3 clusters Score -325271.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -325293.343750 Penalty: 782.051208
	Iteration 11Q: 3 clusters Score -325293.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -325301.968750 Penalty: 782.051208
	Iteration 12Q: 3 clusters Score -325302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -325306.468750 Penalty: 782.051208
	Iteration 13Q: 3 clusters Score -325306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -325308.093750 Penalty: 782.051208
	Iteration 14Q: 3 clusters Score -325308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -325310.750000 Penalty: 782.051208
	Iteration 15Q: 3 clusters Score -325310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -325310.500000 Penalty: 782.051208
	Iteration 16Q: 3 clusters Score -325310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -325310.937500 Penalty: 782.051208
	Iteration 17Q: 3 clusters Score -325310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -325310.937500 Penalty: 782.051208
	Iteration 18F: 3 clusters Score -325310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 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 485 members 
Entering Unmasked Estep 
Score: -57440.691406 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57440.69 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57726.476562 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57726.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -57804.878906 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57804.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -57898.582031 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57898.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -57951.777344 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -57951.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -57985.804688 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -57985.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58023.722656 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58023.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58064.613281 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58064.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -58092.660156 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58092.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58115.390625 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58115.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58134.421875 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58134.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -58158.773438 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58158.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -58177.007812 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58177.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -58188.011719 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58188.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -58194.679688 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58194.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -58197.453125 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58197.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -58201.585938 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58201.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -58207.046875 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58207.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -58210.726562 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58210.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -58212.398438 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -58212.398438 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 723 members 
Entering Unmasked Estep 
Score: -58195144.000000 Penalty: 54124.761719
Splitting cluster 26 changes total score from -58195348.000000 to -58195144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 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 125 members 
Entering Unmasked Estep 
Score: -15577.198242 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15577.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15651.888672 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15651.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15683.116211 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15683.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15712.557617 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -15712.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15732.587891 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -15732.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15737.862305 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15737.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15739.478516 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15739.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15741.690430 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15741.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15741.690430 Penalty: 504.611145
	Iteration 8F: 3 clusters Score -15741.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 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 128 members 
Entering Unmasked Estep 
Score: -6623.493164 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6623.493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6751.594238 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6751.594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6803.354004 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6803.354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6830.514160 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -6830.514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6845.049805 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6845.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6855.647949 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6855.648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6861.559082 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6861.559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6864.073242 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6864.073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6866.290527 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -6866.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6867.045898 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -6867.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6867.045898 Penalty: 505.671356
	Iteration 10F: 3 clusters Score -6867.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -38021.226562 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -38021.23 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 330 members 
Entering Unmasked Estep 
Score: -37443.187500 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -37443.19 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37567.746094 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -37567.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37598.203125 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -37598.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37621.945312 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -37621.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37633.726562 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -37633.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37639.671875 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -37639.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37644.964844 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -37644.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37651.914062 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -37651.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37656.359375 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -37656.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37657.980469 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -37657.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37659.191406 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -37659.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37662.097656 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -37662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37662.449219 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -37662.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37662.656250 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -37662.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37662.656250 Penalty: 590.517639
	Iteration 14F: 3 clusters Score -37662.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (133192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133192 members 
Entering Unmasked Estep 
Score: -8016788.000000 Penalty: 536.879395
	Iteration 0F: 2 clusters Score -8016788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -7933389.500000 Penalty: 1073.758789
	Iteration 0F: 3 clusters Score -7933390 nChanged 65439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -7974185.500000 Penalty: 1073.758789
	Iteration 1F: 3 clusters Score -7974186 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -7976902.500000 Penalty: 1073.758789
	Iteration 2Q: 3 clusters Score -7976902 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -7981384.500000 Penalty: 1073.758789
	Iteration 3F: 3 clusters Score -7981384 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -7987893.000000 Penalty: 1073.758789
	Iteration 4F: 3 clusters Score -7987893 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -7994911.500000 Penalty: 1073.758789
	Iteration 5F: 3 clusters Score -7994912 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -8000485.000000 Penalty: 1073.758789
	Iteration 6F: 3 clusters Score -8000485 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -8004442.000000 Penalty: 1073.758789
	Iteration 7Q: 3 clusters Score -8004442 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -8006701.000000 Penalty: 1073.758789
	Iteration 8Q: 3 clusters Score -8006701 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -8007852.000000 Penalty: 1073.758789
	Iteration 9Q: 3 clusters Score -8007852 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -8008639.500000 Penalty: 1073.758789
	Iteration 10Q: 3 clusters Score -8008640 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -8009258.000000 Penalty: 1073.758789
	Iteration 11Q: 3 clusters Score -8009258 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -8009984.500000 Penalty: 1073.758789
	Iteration 12Q: 3 clusters Score -8009984 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -8010605.500000 Penalty: 1073.758789
	Iteration 13Q: 3 clusters Score -8010606 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -8011241.500000 Penalty: 1073.758789
	Iteration 14Q: 3 clusters Score -8011242 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -8011774.000000 Penalty: 1073.758789
	Iteration 15Q: 3 clusters Score -8011774 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -8012194.500000 Penalty: 1073.758789
	Iteration 16Q: 3 clusters Score -8012194 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -8012533.000000 Penalty: 1073.758789
	Iteration 17Q: 3 clusters Score -8012533 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -8012831.500000 Penalty: 1073.758789
	Iteration 18Q: 3 clusters Score -8012832 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -8013001.500000 Penalty: 1073.758789
	Iteration 19Q: 3 clusters Score -8013002 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -8013196.500000 Penalty: 1073.758789
	Iteration 20F: 3 clusters Score -8013196 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -8013349.000000 Penalty: 1073.758789
	Iteration 21Q: 3 clusters Score -8013349 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -8013414.000000 Penalty: 1073.758789
	Iteration 22Q: 3 clusters Score -8013414 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -8013460.000000 Penalty: 1073.758789
	Iteration 23Q: 3 clusters Score -8013460 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -8013525.500000 Penalty: 1073.758789
	Iteration 24Q: 3 clusters Score -8013526 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -8013621.000000 Penalty: 1073.758789
	Iteration 25Q: 3 clusters Score -8013621 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -8013692.500000 Penalty: 1073.758789
	Iteration 26Q: 3 clusters Score -8013692 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -8013743.500000 Penalty: 1073.758789
	Iteration 27Q: 3 clusters Score -8013744 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -8013747.500000 Penalty: 1073.758789
	Iteration 28Q: 3 clusters Score -8013748 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -8013772.500000 Penalty: 1073.758789
	Iteration 29Q: 3 clusters Score -8013772 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -8013830.500000 Penalty: 1073.758789
	Iteration 30Q: 3 clusters Score -8013830 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -8013823.500000 Penalty: 1073.758789
	Iteration 31Q: 3 clusters Score -8013824 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -8013854.500000 Penalty: 1073.758789
	Iteration 32Q: 3 clusters Score -8013854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -8013887.500000 Penalty: 1073.758789
	Iteration 33Q: 3 clusters Score -8013888 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -8013948.500000 Penalty: 1073.758789
	Iteration 34Q: 3 clusters Score -8013948 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -8013962.000000 Penalty: 1073.758789
	Iteration 35Q: 3 clusters Score -8013962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -8013992.500000 Penalty: 1073.758789
	Iteration 36Q: 3 clusters Score -8013992 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -8013992.000000 Penalty: 1073.758789
	Iteration 37Q: 3 clusters Score -8013992 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -8013975.000000 Penalty: 1073.758789
	Iteration 38Q: 3 clusters Score -8013975 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -8014008.500000 Penalty: 1073.758789
	Iteration 39Q: 3 clusters Score -8014008 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -8014013.000000 Penalty: 1073.758789
	Iteration 40F: 3 clusters Score -8014013 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -8014034.500000 Penalty: 1073.758789
	Iteration 41Q: 3 clusters Score -8014034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -8014060.500000 Penalty: 1073.758789
	Iteration 42Q: 3 clusters Score -8014060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -8014058.500000 Penalty: 1073.758789
	Iteration 43Q: 3 clusters Score -8014058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -8014051.500000 Penalty: 1073.758789
	Iteration 44Q: 3 clusters Score -8014052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -8014061.000000 Penalty: 1073.758789
	Iteration 45Q: 3 clusters Score -8014061 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -8014070.000000 Penalty: 1073.758789
	Iteration 46Q: 3 clusters Score -8014070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -8014057.500000 Penalty: 1073.758789
	Iteration 47Q: 3 clusters Score -8014058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -8014053.000000 Penalty: 1073.758789
	Iteration 48Q: 3 clusters Score -8014053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -8014042.000000 Penalty: 1073.758789
	Iteration 49Q: 3 clusters Score -8014042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -8014046.500000 Penalty: 1073.758789
	Iteration 50Q: 3 clusters Score -8014046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -8014052.000000 Penalty: 1073.758789
	Iteration 51Q: 3 clusters Score -8014052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -8014056.500000 Penalty: 1073.758789
	Iteration 52Q: 3 clusters Score -8014056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -8014061.000000 Penalty: 1073.758789
	Iteration 53Q: 3 clusters Score -8014061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -8014071.500000 Penalty: 1073.758789
	Iteration 54Q: 3 clusters Score -8014072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -8014061.500000 Penalty: 1073.758789
	Iteration 55Q: 3 clusters Score -8014062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -8014069.000000 Penalty: 1073.758789
	Iteration 56Q: 3 clusters Score -8014069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -8014076.500000 Penalty: 1073.758789
	Iteration 57Q: 3 clusters Score -8014076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -8014081.000000 Penalty: 1073.758789
	Iteration 58Q: 3 clusters Score -8014081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -8014072.000000 Penalty: 1073.758789
	Iteration 59Q: 3 clusters Score -8014072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -8014066.500000 Penalty: 1073.758789
	Iteration 60F: 3 clusters Score -8014066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -8014061.000000 Penalty: 1073.758789
	Iteration 61Q: 3 clusters Score -8014061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -8014056.000000 Penalty: 1073.758789
	Iteration 62Q: 3 clusters Score -8014056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -8014056.500000 Penalty: 1073.758789
	Iteration 63Q: 3 clusters Score -8014056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -8014051.000000 Penalty: 1073.758789
	Iteration 64Q: 3 clusters Score -8014051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -8014050.500000 Penalty: 1073.758789
	Iteration 65Q: 3 clusters Score -8014050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -8014050.500000 Penalty: 1073.758789
	Iteration 66F: 3 clusters Score -8014050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21413.685547 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21413.69 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21543.080078 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21543.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21586.832031 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21586.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21663.482422 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -21663.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21699.636719 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -21699.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21715.332031 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21715.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21724.982422 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21724.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21728.943359 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21728.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21728.943359 Penalty: 540.315796
	Iteration 8F: 3 clusters Score -21728.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -272598.937500 Penalty: 381.715851
	Iteration 0F: 2 clusters Score -272598.9 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 2190 members 
Entering Unmasked Estep 
Score: -269595.437500 Penalty: 763.431702
	Iteration 0F: 3 clusters Score -269595.4 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -270656.875000 Penalty: 763.431702
	Iteration 1F: 3 clusters Score -270656.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -270773.125000 Penalty: 763.431702
	Iteration 2F: 3 clusters Score -270773.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -270856.750000 Penalty: 763.431702
	Iteration 3F: 3 clusters Score -270856.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -270939.531250 Penalty: 763.431702
	Iteration 4Q: 3 clusters Score -270939.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -271069.156250 Penalty: 763.431702
	Iteration 5Q: 3 clusters Score -271069.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271261.625000 Penalty: 763.431702
	Iteration 6F: 3 clusters Score -271261.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -271483.593750 Penalty: 763.431702
	Iteration 7F: 3 clusters Score -271483.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -271695.031250 Penalty: 763.431702
	Iteration 8F: 3 clusters Score -271695 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -271889.781250 Penalty: 763.431702
	Iteration 9Q: 3 clusters Score -271889.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -272032.062500 Penalty: 763.431702
	Iteration 10Q: 3 clusters Score -272032.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -272132.656250 Penalty: 763.431702
	Iteration 11Q: 3 clusters Score -272132.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -272180.562500 Penalty: 763.431702
	Iteration 12Q: 3 clusters Score -272180.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -272206.187500 Penalty: 763.431702
	Iteration 13Q: 3 clusters Score -272206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -272227.687500 Penalty: 763.431702
	Iteration 14Q: 3 clusters Score -272227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -272242.156250 Penalty: 763.431702
	Iteration 15Q: 3 clusters Score -272242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -272249.937500 Penalty: 763.431702
	Iteration 16Q: 3 clusters Score -272249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -272255.468750 Penalty: 763.431702
	Iteration 17Q: 3 clusters Score -272255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -272263.031250 Penalty: 763.431702
	Iteration 18Q: 3 clusters Score -272263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -272269.937500 Penalty: 763.431702
	Iteration 19Q: 3 clusters Score -272269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -272271.437500 Penalty: 763.431702
	Iteration 20F: 3 clusters Score -272271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -272275.593750 Penalty: 763.431702
	Iteration 21Q: 3 clusters Score -272275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -272276.531250 Penalty: 763.431702
	Iteration 22Q: 3 clusters Score -272276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -272277.281250 Penalty: 763.431702
	Iteration 23Q: 3 clusters Score -272277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -272277.593750 Penalty: 763.431702
	Iteration 24Q: 3 clusters Score -272277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -272277.593750 Penalty: 763.431702
	Iteration 25F: 3 clusters Score -272277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11490.834961 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11490.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11193.618164 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11193.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11291.751953 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11291.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11338.754883 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11338.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11364.730469 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11364.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11389.459961 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11389.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11426.756836 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11426.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11483.092773 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -11483.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11513.843750 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -11513.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11552.274414 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -11552.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11586.438477 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -11586.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11587.232422 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -11587.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11587.232422 Penalty: 487.449371
	Iteration 11F: 3 clusters Score -11587.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 117 members 
Entering Unmasked Estep 
Score: -58195248.000000 Penalty: 54124.761719
Splitting cluster 33 changes total score from -58195348.000000 to -58195248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9659.297852 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9659.298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9823.924805 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9823.925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9899.694336 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9899.694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9948.035156 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9948.035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9961.379883 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9961.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9963.729492 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9963.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9964.626953 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9964.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9964.626953 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -9964.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 100 members 
Entering Unmasked Estep 
Score: -58195136.000000 Penalty: 54124.761719
Splitting cluster 34 changes total score from -58195348.000000 to -58195136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 160 members 
Entering Unmasked Estep 
Score: -19742.289062 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19742.29 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19832.515625 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19832.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19892.910156 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19892.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19976.363281 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -19976.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20040.662109 Penalty: 524.060059
	Iteration 4F: 3 clusters Score -20040.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20062.921875 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -20062.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20072.353516 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -20072.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20073.783203 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -20073.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20074.332031 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -20074.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20076.058594 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -20076.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20076.058594 Penalty: 524.060059
	Iteration 10F: 3 clusters Score -20076.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16152.121094 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16152.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16246.088867 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16246.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16273.697266 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16294.925781 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16294.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16304.731445 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16304.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16307.111328 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16307.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16307.897461 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16308.991211 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16308.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16314.840820 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16314.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16320.211914 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16320.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16320.630859 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -16320.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16320.630859 Penalty: 510.461945
	Iteration 11F: 3 clusters Score -16320.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -12043.772461 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -12043.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11725.947266 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -11725.95 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11821.485352 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -11821.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11854.080078 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -11854.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11873.434570 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -11873.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11885.371094 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -11885.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11905.166016 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -11905.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11924.812500 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -11924.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11932.648438 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -11932.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11937.138672 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -11937.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11937.933594 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -11937.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11938.304688 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -11938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11938.304688 Penalty: 500.614502
	Iteration 11F: 3 clusters Score -11938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -53279.289062 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -53279.29 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 445 members 
Entering Unmasked Estep 
Score: -52548.980469 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -52548.98 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52727.796875 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -52727.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -52772.214844 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -52772.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -52792.082031 Penalty: 617.591248
	Iteration 3Q: 3 clusters Score -52792.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52809.648438 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -52809.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52822.566406 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -52822.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -52842.574219 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -52842.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -52863.492188 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -52863.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52874.683594 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -52874.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -52884.511719 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -52884.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -52902.921875 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -52902.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -52916.812500 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -52916.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52930.941406 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -52930.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52948.738281 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -52948.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52954.101562 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -52954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -52958.171875 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -52958.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -52959.867188 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -52959.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52960.886719 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -52960.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52961.195312 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -52961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -52961.605469 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -52961.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -52961.605469 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -52961.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (36660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Entering Unmasked Estep 
Score: -2266185.500000 Penalty: 478.179596
	Iteration 0F: 2 clusters Score -2266186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2241804.500000 Penalty: 956.359192
	Iteration 0F: 3 clusters Score -2241804 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2252099.750000 Penalty: 956.359192
	Iteration 1F: 3 clusters Score -2252100 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2252875.750000 Penalty: 956.359192
	Iteration 2Q: 3 clusters Score -2252876 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2254112.000000 Penalty: 956.359192
	Iteration 3F: 3 clusters Score -2254112 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2255832.000000 Penalty: 956.359192
	Iteration 4F: 3 clusters Score -2255832 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2257852.500000 Penalty: 956.359192
	Iteration 5F: 3 clusters Score -2257852 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2259217.250000 Penalty: 956.359192
	Iteration 6F: 3 clusters Score -2259217 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2259784.000000 Penalty: 956.359192
	Iteration 7Q: 3 clusters Score -2259784 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2260083.500000 Penalty: 956.359192
	Iteration 8Q: 3 clusters Score -2260084 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2260383.250000 Penalty: 956.359192
	Iteration 9Q: 3 clusters Score -2260383 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2260678.750000 Penalty: 956.359192
	Iteration 10Q: 3 clusters Score -2260679 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2261079.750000 Penalty: 956.359192
	Iteration 11Q: 3 clusters Score -2261080 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2261609.250000 Penalty: 956.359192
	Iteration 12Q: 3 clusters Score -2261609 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2262179.250000 Penalty: 956.359192
	Iteration 13Q: 3 clusters Score -2262179 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2262728.250000 Penalty: 956.359192
	Iteration 14Q: 3 clusters Score -2262728 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2263176.250000 Penalty: 956.359192
	Iteration 15Q: 3 clusters Score -2263176 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2263562.500000 Penalty: 956.359192
	Iteration 16Q: 3 clusters Score -2263562 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2263905.000000 Penalty: 956.359192
	Iteration 17Q: 3 clusters Score -2263905 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2264162.500000 Penalty: 956.359192
	Iteration 18Q: 3 clusters Score -2264162 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2264349.750000 Penalty: 956.359192
	Iteration 19Q: 3 clusters Score -2264350 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2264497.750000 Penalty: 956.359192
	Iteration 20F: 3 clusters Score -2264498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2264621.000000 Penalty: 956.359192
	Iteration 21Q: 3 clusters Score -2264621 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2264714.750000 Penalty: 956.359192
	Iteration 22Q: 3 clusters Score -2264715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2264812.750000 Penalty: 956.359192
	Iteration 23Q: 3 clusters Score -2264813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2264876.500000 Penalty: 956.359192
	Iteration 24Q: 3 clusters Score -2264876 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2264932.250000 Penalty: 956.359192
	Iteration 25Q: 3 clusters Score -2264932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2264989.500000 Penalty: 956.359192
	Iteration 26Q: 3 clusters Score -2264990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2265043.500000 Penalty: 956.359192
	Iteration 27Q: 3 clusters Score -2265044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2265090.500000 Penalty: 956.359192
	Iteration 28Q: 3 clusters Score -2265090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2265125.500000 Penalty: 956.359192
	Iteration 29Q: 3 clusters Score -2265126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2265165.250000 Penalty: 956.359192
	Iteration 30Q: 3 clusters Score -2265165 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2265200.250000 Penalty: 956.359192
	Iteration 31Q: 3 clusters Score -2265200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2265231.000000 Penalty: 956.359192
	Iteration 32Q: 3 clusters Score -2265231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2265270.250000 Penalty: 956.359192
	Iteration 33Q: 3 clusters Score -2265270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2265290.750000 Penalty: 956.359192
	Iteration 34Q: 3 clusters Score -2265291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2265317.000000 Penalty: 956.359192
	Iteration 35Q: 3 clusters Score -2265317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2265341.500000 Penalty: 956.359192
	Iteration 36Q: 3 clusters Score -2265342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2265358.000000 Penalty: 956.359192
	Iteration 37Q: 3 clusters Score -2265358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2265372.500000 Penalty: 956.359192
	Iteration 38Q: 3 clusters Score -2265372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2265378.500000 Penalty: 956.359192
	Iteration 39Q: 3 clusters Score -2265378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2265380.750000 Penalty: 956.359192
	Iteration 40F: 3 clusters Score -2265381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2265390.000000 Penalty: 956.359192
	Iteration 41Q: 3 clusters Score -2265390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2265394.750000 Penalty: 956.359192
	Iteration 42Q: 3 clusters Score -2265395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2265401.000000 Penalty: 956.359192
	Iteration 43Q: 3 clusters Score -2265401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2265408.000000 Penalty: 956.359192
	Iteration 44Q: 3 clusters Score -2265408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2265409.750000 Penalty: 956.359192
	Iteration 45Q: 3 clusters Score -2265410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2265418.000000 Penalty: 956.359192
	Iteration 46Q: 3 clusters Score -2265418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2265427.250000 Penalty: 956.359192
	Iteration 47Q: 3 clusters Score -2265427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2265442.500000 Penalty: 956.359192
	Iteration 48Q: 3 clusters Score -2265442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2265449.500000 Penalty: 956.359192
	Iteration 49Q: 3 clusters Score -2265450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2265460.500000 Penalty: 956.359192
	Iteration 50Q: 3 clusters Score -2265460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2265469.750000 Penalty: 956.359192
	Iteration 51Q: 3 clusters Score -2265470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2265480.750000 Penalty: 956.359192
	Iteration 52Q: 3 clusters Score -2265481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2265490.750000 Penalty: 956.359192
	Iteration 53Q: 3 clusters Score -2265491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2265506.000000 Penalty: 956.359192
	Iteration 54Q: 3 clusters Score -2265506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2265516.000000 Penalty: 956.359192
	Iteration 55Q: 3 clusters Score -2265516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2265525.500000 Penalty: 956.359192
	Iteration 56Q: 3 clusters Score -2265526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2265528.500000 Penalty: 956.359192
	Iteration 57Q: 3 clusters Score -2265528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2265535.250000 Penalty: 956.359192
	Iteration 58Q: 3 clusters Score -2265535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2265544.000000 Penalty: 956.359192
	Iteration 59Q: 3 clusters Score -2265544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2265539.250000 Penalty: 956.359192
	Iteration 60F: 3 clusters Score -2265539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2265547.000000 Penalty: 956.359192
	Iteration 61Q: 3 clusters Score -2265547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2265554.500000 Penalty: 956.359192
	Iteration 62Q: 3 clusters Score -2265554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2265554.500000 Penalty: 956.359192
	Iteration 63Q: 3 clusters Score -2265554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2265552.750000 Penalty: 956.359192
	Iteration 64Q: 3 clusters Score -2265553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2265556.250000 Penalty: 956.359192
	Iteration 65Q: 3 clusters Score -2265556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2265560.250000 Penalty: 956.359192
	Iteration 66Q: 3 clusters Score -2265560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2265564.000000 Penalty: 956.359192
	Iteration 67Q: 3 clusters Score -2265564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2265563.000000 Penalty: 956.359192
	Iteration 68Q: 3 clusters Score -2265563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2265574.750000 Penalty: 956.359192
	Iteration 69Q: 3 clusters Score -2265575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2265579.500000 Penalty: 956.359192
	Iteration 70Q: 3 clusters Score -2265580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2265579.500000 Penalty: 956.359192
	Iteration 71Q: 3 clusters Score -2265580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2265587.250000 Penalty: 956.359192
	Iteration 72Q: 3 clusters Score -2265587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2265597.250000 Penalty: 956.359192
	Iteration 73Q: 3 clusters Score -2265597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2265603.750000 Penalty: 956.359192
	Iteration 74Q: 3 clusters Score -2265604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2265604.500000 Penalty: 956.359192
	Iteration 75Q: 3 clusters Score -2265604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2265613.500000 Penalty: 956.359192
	Iteration 76Q: 3 clusters Score -2265614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2265622.500000 Penalty: 956.359192
	Iteration 77Q: 3 clusters Score -2265622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2265624.750000 Penalty: 956.359192
	Iteration 78Q: 3 clusters Score -2265625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2265625.500000 Penalty: 956.359192
	Iteration 79Q: 3 clusters Score -2265626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2265627.500000 Penalty: 956.359192
	Iteration 80F: 3 clusters Score -2265628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2265628.750000 Penalty: 956.359192
	Iteration 81Q: 3 clusters Score -2265629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2265627.500000 Penalty: 956.359192
	Iteration 82Q: 3 clusters Score -2265628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2265628.250000 Penalty: 956.359192
	Iteration 83Q: 3 clusters Score -2265628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2265632.750000 Penalty: 956.359192
	Iteration 84Q: 3 clusters Score -2265633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2265638.500000 Penalty: 956.359192
	Iteration 85Q: 3 clusters Score -2265638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2265640.500000 Penalty: 956.359192
	Iteration 86Q: 3 clusters Score -2265640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2265645.000000 Penalty: 956.359192
	Iteration 87Q: 3 clusters Score -2265645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2265650.500000 Penalty: 956.359192
	Iteration 88Q: 3 clusters Score -2265650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2265661.500000 Penalty: 956.359192
	Iteration 89Q: 3 clusters Score -2265662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2265670.000000 Penalty: 956.359192
	Iteration 90Q: 3 clusters Score -2265670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2265675.750000 Penalty: 956.359192
	Iteration 91Q: 3 clusters Score -2265676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2265679.500000 Penalty: 956.359192
	Iteration 92Q: 3 clusters Score -2265680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2265686.000000 Penalty: 956.359192
	Iteration 93Q: 3 clusters Score -2265686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2265691.000000 Penalty: 956.359192
	Iteration 94Q: 3 clusters Score -2265691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2265691.250000 Penalty: 956.359192
	Iteration 95Q: 3 clusters Score -2265691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2265695.500000 Penalty: 956.359192
	Iteration 96Q: 3 clusters Score -2265696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2265695.750000 Penalty: 956.359192
	Iteration 97Q: 3 clusters Score -2265696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2265695.750000 Penalty: 956.359192
	Iteration 98Q: 3 clusters Score -2265696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2265698.250000 Penalty: 956.359192
	Iteration 99Q: 3 clusters Score -2265698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2265697.750000 Penalty: 956.359192
	Iteration 100F: 3 clusters Score -2265698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2265698.250000 Penalty: 956.359192
	Iteration 101Q: 3 clusters Score -2265698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2265697.250000 Penalty: 956.359192
	Iteration 102Q: 3 clusters Score -2265697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2265699.250000 Penalty: 956.359192
	Iteration 103Q: 3 clusters Score -2265699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2265708.500000 Penalty: 956.359192
	Iteration 104Q: 3 clusters Score -2265708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2265713.250000 Penalty: 956.359192
	Iteration 105Q: 3 clusters Score -2265713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2265715.250000 Penalty: 956.359192
	Iteration 106Q: 3 clusters Score -2265715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2265725.750000 Penalty: 956.359192
	Iteration 107Q: 3 clusters Score -2265726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2265723.500000 Penalty: 956.359192
	Iteration 108Q: 3 clusters Score -2265724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2265727.000000 Penalty: 956.359192
	Iteration 109Q: 3 clusters Score -2265727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2265729.500000 Penalty: 956.359192
	Iteration 110Q: 3 clusters Score -2265730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2265733.750000 Penalty: 956.359192
	Iteration 111Q: 3 clusters Score -2265734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2265736.500000 Penalty: 956.359192
	Iteration 112Q: 3 clusters Score -2265736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2265737.500000 Penalty: 956.359192
	Iteration 113Q: 3 clusters Score -2265738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2265738.000000 Penalty: 956.359192
	Iteration 114Q: 3 clusters Score -2265738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2265738.500000 Penalty: 956.359192
	Iteration 115Q: 3 clusters Score -2265738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2265735.500000 Penalty: 956.359192
	Iteration 116Q: 3 clusters Score -2265736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2265738.250000 Penalty: 956.359192
	Iteration 117Q: 3 clusters Score -2265738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2265738.000000 Penalty: 956.359192
	Iteration 118Q: 3 clusters Score -2265738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2265739.000000 Penalty: 956.359192
	Iteration 119Q: 3 clusters Score -2265739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2265740.250000 Penalty: 956.359192
	Iteration 120F: 3 clusters Score -2265740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2265741.000000 Penalty: 956.359192
	Iteration 121Q: 3 clusters Score -2265741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2265741.000000 Penalty: 956.359192
	Iteration 122F: 3 clusters Score -2265741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -30045.785156 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -30045.79 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 248 members 
Entering Unmasked Estep 
Score: -29548.103516 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -29548.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29688.548828 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -29688.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29738.939453 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -29738.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29766.464844 Penalty: 566.073730
	Iteration 3F: 3 clusters Score -29766.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29794.908203 Penalty: 566.073730
	Iteration 4Q: 3 clusters Score -29794.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29821.085938 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -29821.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29839.167969 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -29839.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29864.722656 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -29864.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29878.777344 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -29878.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29889.281250 Penalty: 566.073730
	Iteration 9Q: 3 clusters Score -29889.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29895.968750 Penalty: 566.073730
	Iteration 10Q: 3 clusters Score -29895.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29898.226562 Penalty: 566.073730
	Iteration 11Q: 3 clusters Score -29898.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29900.138672 Penalty: 566.073730
	Iteration 12Q: 3 clusters Score -29900.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29902.419922 Penalty: 566.073730
	Iteration 13Q: 3 clusters Score -29902.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29904.085938 Penalty: 566.073730
	Iteration 14Q: 3 clusters Score -29904.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29904.787109 Penalty: 566.073730
	Iteration 15Q: 3 clusters Score -29904.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29905.957031 Penalty: 566.073730
	Iteration 16Q: 3 clusters Score -29905.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29908.093750 Penalty: 566.073730
	Iteration 17Q: 3 clusters Score -29908.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29909.671875 Penalty: 566.073730
	Iteration 18Q: 3 clusters Score -29909.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29910.593750 Penalty: 566.073730
	Iteration 19Q: 3 clusters Score -29910.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29910.593750 Penalty: 566.073730
	Iteration 20F: 3 clusters Score -29910.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9725.723633 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9725.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9436.971680 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9436.972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9555.837891 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9555.838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9609.051758 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9609.052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9621.095703 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9621.096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9631.733398 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9631.733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9640.598633 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9640.599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9644.968750 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9644.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9647.779297 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9647.779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9656.011719 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9656.012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9656.011719 Penalty: 492.865143
	Iteration 9F: 3 clusters Score -9656.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -85899.554688 Penalty: 330.481506
	Iteration 0F: 2 clusters Score -85899.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -84822.218750 Penalty: 660.963013
	Iteration 0F: 3 clusters Score -84822.22 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85151.632812 Penalty: 660.963013
	Iteration 1F: 3 clusters Score -85151.63 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85224.601562 Penalty: 660.963013
	Iteration 2F: 3 clusters Score -85224.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85304.585938 Penalty: 660.963013
	Iteration 3F: 3 clusters Score -85304.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -85378.921875 Penalty: 660.963013
	Iteration 4F: 3 clusters Score -85378.92 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -85458.062500 Penalty: 660.963013
	Iteration 5F: 3 clusters Score -85458.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -85547.546875 Penalty: 660.963013
	Iteration 6F: 3 clusters Score -85547.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -85604.578125 Penalty: 660.963013
	Iteration 7F: 3 clusters Score -85604.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -85645.023438 Penalty: 660.963013
	Iteration 8Q: 3 clusters Score -85645.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -85674.960938 Penalty: 660.963013
	Iteration 9Q: 3 clusters Score -85674.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -85684.640625 Penalty: 660.963013
	Iteration 10Q: 3 clusters Score -85684.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -85687.835938 Penalty: 660.963013
	Iteration 11Q: 3 clusters Score -85687.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -85690.218750 Penalty: 660.963013
	Iteration 12Q: 3 clusters Score -85690.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -85691.257812 Penalty: 660.963013
	Iteration 13Q: 3 clusters Score -85691.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85692.242188 Penalty: 660.963013
	Iteration 14Q: 3 clusters Score -85692.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -85693.156250 Penalty: 660.963013
	Iteration 15Q: 3 clusters Score -85693.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -85694.031250 Penalty: 660.963013
	Iteration 16Q: 3 clusters Score -85694.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -85694.671875 Penalty: 660.963013
	Iteration 17Q: 3 clusters Score -85694.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -85694.671875 Penalty: 660.963013
	Iteration 18F: 3 clusters Score -85694.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -118576.515625 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -118576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -117126.453125 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -117126.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -117603.468750 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -117603.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -117710.335938 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -117710.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117813.484375 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -117813.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117907.578125 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -117907.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117965.132812 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -117965.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118010.398438 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -118010.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118063.539062 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -118063.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118104.281250 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -118104.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118148.773438 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -118148.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118179.843750 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -118179.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118199.359375 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -118199.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118215.148438 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -118215.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118228.710938 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -118228.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118240.492188 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -118240.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -118248.375000 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -118248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118254.085938 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -118254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -118257.289062 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -118257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -118260.601562 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -118260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -118263.679688 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -118263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -118265.554688 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -118265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -118267.468750 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -118267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118271.671875 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -118271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -118275.757812 Penalty: 689.611267
	Iteration 23Q: 3 clusters Score -118275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118279.617188 Penalty: 689.611267
	Iteration 24Q: 3 clusters Score -118279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -118281.679688 Penalty: 689.611267
	Iteration 25Q: 3 clusters Score -118281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -118283.390625 Penalty: 689.611267
	Iteration 26Q: 3 clusters Score -118283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -118285.046875 Penalty: 689.611267
	Iteration 27Q: 3 clusters Score -118285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -118288.718750 Penalty: 689.611267
	Iteration 28Q: 3 clusters Score -118288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -118289.929688 Penalty: 689.611267
	Iteration 29Q: 3 clusters Score -118289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118291.234375 Penalty: 689.611267
	Iteration 30Q: 3 clusters Score -118291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118291.234375 Penalty: 689.611267
	Iteration 31F: 3 clusters Score -118291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51860.421875 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51860.42 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52201.437500 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52201.44 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52362.546875 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52362.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52475.281250 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52475.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52559.515625 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -52559.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -52624.656250 Penalty: 618.916748
	Iteration 5F: 3 clusters Score -52624.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52682.484375 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52682.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -52713.425781 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52713.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52732.316406 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52732.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52747.171875 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52747.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52751.210938 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52751.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52754.265625 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52754.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -52754.671875 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52754.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -52754.671875 Penalty: 618.916748
	Iteration 13F: 3 clusters Score -52754.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 341 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 558 members 
Entering Unmasked Estep 
Score: -58195316.000000 Penalty: 54124.761719
Splitting cluster 45 changes total score from -58195348.000000 to -58195316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3129.086426 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3129.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3014.093750 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -3014.094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3027.761719 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -3027.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3028.593018 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -3028.593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3028.593018 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -3028.593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 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 175 members 
Entering Unmasked Estep 
Score: -19207.548828 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19207.55 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19515.066406 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19515.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19617.759766 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19617.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19645.013672 Penalty: 528.267273
	Iteration 3Q: 3 clusters Score -19645.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19647.974609 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19647.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19649.837891 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19649.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19651.066406 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19651.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19651.601562 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19651.601562 Penalty: 528.267273
	Iteration 8F: 3 clusters Score -19651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 86 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 246 members 
Entering Unmasked Estep 
Score: -58195216.000000 Penalty: 54124.761719
Splitting cluster 47 changes total score from -58195348.000000 to -58195216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10542.181641 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10542.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10259.627930 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10259.63 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10339.413086 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10339.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10387.167969 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10387.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10425.357422 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -10425.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10438.411133 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -10438.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10439.409180 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -10439.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10439.409180 Penalty: 490.405548
	Iteration 6F: 3 clusters Score -10439.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35212.226562 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35212.23 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35418.519531 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35418.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35517.687500 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35517.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35570.871094 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35570.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35592.113281 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35592.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35609.957031 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35609.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35617.914062 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35617.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35620.429688 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35620.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35622.390625 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35622.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35623.503906 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35623.992188 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35623.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35624.078125 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35624.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35624.078125 Penalty: 583.325928
	Iteration 12F: 3 clusters Score -35624.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 273 members 
Entering Unmasked Estep 
Score: -32292.939453 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32292.94 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32423.333984 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32423.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32467.886719 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32467.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32488.939453 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -32488.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32505.703125 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32505.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32525.453125 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32525.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32538.099609 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32546.269531 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32546.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32548.990234 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32548.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32549.300781 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32549.300781 Penalty: 568.395691
	Iteration 10F: 3 clusters Score -32549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2749.073486 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2749.073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2843.113281 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2843.113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2877.409912 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2877.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2888.496826 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -2888.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2898.811279 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2898.811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2898.811279 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -2898.811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 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 385 members 
Entering Unmasked Estep 
Score: -48746.585938 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48746.59 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49010.179688 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49010.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49074.851562 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49074.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49145.109375 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49145.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49195.402344 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49226.027344 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49226.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49239.410156 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49239.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49249.871094 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49249.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49268.289062 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49268.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49279.847656 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49279.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49290.738281 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49290.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49297.496094 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49303.882812 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49303.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49308.988281 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49308.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49320.093750 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -49320.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49323.316406 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -49323.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49325.835938 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -49325.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49330.777344 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -49330.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49335.691406 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -49335.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49339.695312 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -49339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49349.285156 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -49349.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49352.234375 Penalty: 610.213135
	Iteration 21Q: 3 clusters Score -49352.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49354.832031 Penalty: 610.213135
	Iteration 22Q: 3 clusters Score -49354.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49356.445312 Penalty: 610.213135
	Iteration 23Q: 3 clusters Score -49356.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49359.585938 Penalty: 610.213135
	Iteration 24Q: 3 clusters Score -49359.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49364.488281 Penalty: 610.213135
	Iteration 25Q: 3 clusters Score -49364.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49366.675781 Penalty: 610.213135
	Iteration 26Q: 3 clusters Score -49366.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49369.609375 Penalty: 610.213135
	Iteration 27Q: 3 clusters Score -49369.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49373.929688 Penalty: 610.213135
	Iteration 28Q: 3 clusters Score -49373.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49374.242188 Penalty: 610.213135
	Iteration 29Q: 3 clusters Score -49374.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49374.242188 Penalty: 610.213135
	Iteration 30F: 3 clusters Score -49374.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10959.072266 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10959.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10670.853516 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10670.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10804.258789 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10804.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10866.521484 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10866.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10894.785156 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10894.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10904.227539 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10904.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10905.836914 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10905.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10905.836914 Penalty: 481.690735
	Iteration 6F: 3 clusters Score -10905.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -20763.964844 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -20763.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20374.193359 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -20374.19 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20495.226562 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -20495.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20547.007812 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -20547.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20568.523438 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -20568.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20579.597656 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -20579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20588.390625 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -20588.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20588.740234 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -20588.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20591.234375 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -20591.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20594.378906 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -20594.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20596.000000 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -20596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20596.880859 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -20596.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20604.138672 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -20604.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20604.769531 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -20604.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20604.769531 Penalty: 535.128540
	Iteration 13F: 3 clusters Score -20604.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8984.230469 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8984.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8751.362305 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8751.362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8890.614258 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8890.614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8964.211914 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8964.212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8985.864258 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8985.864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9013.489258 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -9013.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9015.143555 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9015.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9015.143555 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -9015.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 87 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 100 members 
Entering Unmasked Estep 
Score: -58195088.000000 Penalty: 54124.761719
Splitting cluster 55 changes total score from -58195348.000000 to -58195088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -87441.812500 Penalty: 333.593048
	Iteration 0F: 2 clusters Score -87441.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -86277.375000 Penalty: 667.186096
	Iteration 0F: 3 clusters Score -86277.38 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86770.109375 Penalty: 667.186096
	Iteration 1F: 3 clusters Score -86770.11 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -86926.398438 Penalty: 667.186096
	Iteration 2F: 3 clusters Score -86926.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -87007.007812 Penalty: 667.186096
	Iteration 3F: 3 clusters Score -87007.01 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -87061.515625 Penalty: 667.186096
	Iteration 4F: 3 clusters Score -87061.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -87102.078125 Penalty: 667.186096
	Iteration 5Q: 3 clusters Score -87102.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -87140.257812 Penalty: 667.186096
	Iteration 6Q: 3 clusters Score -87140.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -87179.914062 Penalty: 667.186096
	Iteration 7Q: 3 clusters Score -87179.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -87212.382812 Penalty: 667.186096
	Iteration 8Q: 3 clusters Score -87212.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -87254.617188 Penalty: 667.186096
	Iteration 9Q: 3 clusters Score -87254.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -87279.867188 Penalty: 667.186096
	Iteration 10Q: 3 clusters Score -87279.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -87296.031250 Penalty: 667.186096
	Iteration 11Q: 3 clusters Score -87296.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -87322.835938 Penalty: 667.186096
	Iteration 12Q: 3 clusters Score -87322.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -87350.406250 Penalty: 667.186096
	Iteration 13Q: 3 clusters Score -87350.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -87385.070312 Penalty: 667.186096
	Iteration 14Q: 3 clusters Score -87385.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -87410.414062 Penalty: 667.186096
	Iteration 15Q: 3 clusters Score -87410.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -87423.984375 Penalty: 667.186096
	Iteration 16Q: 3 clusters Score -87423.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -87430.625000 Penalty: 667.186096
	Iteration 17Q: 3 clusters Score -87430.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -87440.054688 Penalty: 667.186096
	Iteration 18Q: 3 clusters Score -87440.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -87449.070312 Penalty: 667.186096
	Iteration 19Q: 3 clusters Score -87449.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -87455.914062 Penalty: 667.186096
	Iteration 20F: 3 clusters Score -87455.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -87460.398438 Penalty: 667.186096
	Iteration 21Q: 3 clusters Score -87460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -87463.421875 Penalty: 667.186096
	Iteration 22Q: 3 clusters Score -87463.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -87466.406250 Penalty: 667.186096
	Iteration 23Q: 3 clusters Score -87466.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -87468.710938 Penalty: 667.186096
	Iteration 24Q: 3 clusters Score -87468.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -87469.406250 Penalty: 667.186096
	Iteration 25Q: 3 clusters Score -87469.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -87469.507812 Penalty: 667.186096
	Iteration 26Q: 3 clusters Score -87469.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -87469.507812 Penalty: 667.186096
	Iteration 27F: 3 clusters Score -87469.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 226 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 1302 members 
Entering Unmasked Estep 
Score: -58195264.000000 Penalty: 54124.761719
Splitting cluster 56 changes total score from -58195348.000000 to -58195264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20671.734375 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20671.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20772.849609 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20772.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20820.208984 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20820.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20840.580078 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20840.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20850.208984 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20850.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20861.736328 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20861.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20877.347656 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20877.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20901.234375 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20901.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20927.261719 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20927.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20933.810547 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20933.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20939.496094 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20943.339844 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20943.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20947.117188 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -20947.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20952.562500 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -20952.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20965.867188 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -20965.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20971.121094 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -20971.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20974.591797 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -20974.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20975.748047 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -20975.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20975.878906 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -20975.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20975.878906 Penalty: 537.387939
	Iteration 19F: 3 clusters Score -20975.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -24304.054688 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -24304.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23859.046875 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -23859.05 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23964.708984 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -23964.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24009.240234 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -24009.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24048.562500 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -24048.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24112.419922 Penalty: 554.720032
	Iteration 4F: 3 clusters Score -24112.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24165.164062 Penalty: 554.720032
	Iteration 5F: 3 clusters Score -24165.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24209.134766 Penalty: 554.720032
	Iteration 6F: 3 clusters Score -24209.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24227.906250 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -24227.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24244.177734 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -24244.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24252.691406 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -24252.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24259.972656 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -24259.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24264.105469 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -24264.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24264.687500 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -24264.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24264.687500 Penalty: 554.720032
	Iteration 13F: 3 clusters Score -24264.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17572.705078 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17572.71 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17647.511719 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17647.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17663.082031 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17663.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17674.609375 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -17674.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17681.191406 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17681.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17690.044922 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17690.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17699.478516 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17699.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17709.353516 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17709.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17718.835938 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17718.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17728.800781 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17734.103516 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -17734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17736.449219 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -17736.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17736.449219 Penalty: 517.822693
	Iteration 12F: 3 clusters Score -17736.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -20208.763672 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -20208.76 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 156 members 
Entering Unmasked Estep 
Score: -19834.650391 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -19834.65 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19939.052734 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -19939.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19965.466797 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -19965.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19984.775391 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -19984.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19999.529297 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -19999.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20012.603516 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -20012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20029.851562 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -20029.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20041.496094 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -20041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20057.398438 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -20057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20072.736328 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -20072.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20086.414062 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -20086.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20093.699219 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -20093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20103.673828 Penalty: 522.028076
	Iteration 12Q: 3 clusters Score -20103.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20112.101562 Penalty: 522.028076
	Iteration 13Q: 3 clusters Score -20112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20118.095703 Penalty: 522.028076
	Iteration 14Q: 3 clusters Score -20118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20120.128906 Penalty: 522.028076
	Iteration 15Q: 3 clusters Score -20120.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20129.339844 Penalty: 522.028076
	Iteration 16Q: 3 clusters Score -20129.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20132.583984 Penalty: 522.028076
	Iteration 17Q: 3 clusters Score -20132.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20132.583984 Penalty: 522.028076
	Iteration 18F: 3 clusters Score -20132.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (9028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Entering Unmasked Estep 
Score: -547933.312500 Penalty: 414.417938
	Iteration 0F: 2 clusters Score -547933.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -541897.125000 Penalty: 828.835876
	Iteration 0F: 3 clusters Score -541897.1 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -544352.000000 Penalty: 828.835876
	Iteration 1F: 3 clusters Score -544352 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -544664.750000 Penalty: 828.835876
	Iteration 2F: 3 clusters Score -544664.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -545052.937500 Penalty: 828.835876
	Iteration 3F: 3 clusters Score -545052.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -545596.437500 Penalty: 828.835876
	Iteration 4F: 3 clusters Score -545596.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -546218.937500 Penalty: 828.835876
	Iteration 5F: 3 clusters Score -546218.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -546813.375000 Penalty: 828.835876
	Iteration 6F: 3 clusters Score -546813.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -547233.375000 Penalty: 828.835876
	Iteration 7Q: 3 clusters Score -547233.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -547492.375000 Penalty: 828.835876
	Iteration 8Q: 3 clusters Score -547492.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -547607.750000 Penalty: 828.835876
	Iteration 9Q: 3 clusters Score -547607.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -547663.062500 Penalty: 828.835876
	Iteration 10Q: 3 clusters Score -547663.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -547697.000000 Penalty: 828.835876
	Iteration 11Q: 3 clusters Score -547697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -547708.375000 Penalty: 828.835876
	Iteration 12Q: 3 clusters Score -547708.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -547716.125000 Penalty: 828.835876
	Iteration 13Q: 3 clusters Score -547716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -547720.687500 Penalty: 828.835876
	Iteration 14Q: 3 clusters Score -547720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -547722.562500 Penalty: 828.835876
	Iteration 15Q: 3 clusters Score -547722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -547724.437500 Penalty: 828.835876
	Iteration 16Q: 3 clusters Score -547724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -547724.437500 Penalty: 828.835876
	Iteration 17F: 3 clusters Score -547724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8240.793945 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8240.794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8340.546875 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8340.547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8376.701172 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8376.701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8390.054688 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8390.055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8400.563477 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8400.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8401.716797 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8401.717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8401.716797 Penalty: 450.980286
	Iteration 6F: 3 clusters Score -8401.717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3531.797852 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3531.798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3355.661133 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3355.661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3404.029297 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3404.029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3411.211914 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3411.212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3419.278564 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -3419.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3422.871582 Penalty: 379.869263
	Iteration 4Q: 3 clusters Score -3422.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3431.817871 Penalty: 379.869263
	Iteration 5Q: 3 clusters Score -3431.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3441.993652 Penalty: 379.869263
	Iteration 6Q: 3 clusters Score -3441.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3454.628662 Penalty: 379.869263
	Iteration 7Q: 3 clusters Score -3454.629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -3455.414795 Penalty: 379.869263
	Iteration 8Q: 3 clusters Score -3455.415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3307.582031 Penalty: 189.934631
	Iteration 9F: 2 clusters Score -3307.582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3531.797852 Penalty: 189.934631
	Iteration 10F: 2 clusters Score -3531.798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -28958.830078 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -28958.83 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 257 members 
Entering Unmasked Estep 
Score: -28459.636719 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -28459.64 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28731.484375 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -28731.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28847.458984 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -28847.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28905.453125 Penalty: 566.794495
	Iteration 3F: 3 clusters Score -28905.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28939.964844 Penalty: 566.794495
	Iteration 4Q: 3 clusters Score -28939.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28972.855469 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -28972.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28995.958984 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -28995.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29015.021484 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -29015.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29039.976562 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -29039.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29075.128906 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -29075.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29105.800781 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -29105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29124.314453 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -29124.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29135.818359 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -29135.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29141.669922 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -29141.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29143.966797 Penalty: 566.794495
	Iteration 14Q: 3 clusters Score -29143.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29144.603516 Penalty: 566.794495
	Iteration 15Q: 3 clusters Score -29144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29144.603516 Penalty: 566.794495
	Iteration 16F: 3 clusters Score -29144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 390 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 117 members 
Entering Unmasked Estep 
Score: -58195264.000000 Penalty: 54124.761719
Splitting cluster 64 changes total score from -58195348.000000 to -58195264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5825.566406 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5825.566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5922.520020 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5922.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5968.058105 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5968.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6026.413086 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6026.413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6030.869629 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6030.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6030.869629 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -6030.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 47 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 57 members 
Entering Unmasked Estep 
Score: -58195080.000000 Penalty: 54124.761719
Splitting cluster 65 changes total score from -58195348.000000 to -58195080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -13655.853516 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -13655.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13327.771484 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -13327.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13504.416016 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -13504.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13548.037109 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -13548.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13560.360352 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -13560.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13569.220703 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -13569.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13590.958984 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -13590.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13620.998047 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -13621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13656.228516 Penalty: 517.514771
	Iteration 7F: 3 clusters Score -13656.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13677.216797 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -13677.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13680.705078 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -13680.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13684.785156 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -13684.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13687.242188 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -13687.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13687.793945 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -13687.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13689.192383 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -13689.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13691.237305 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -13691.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13691.237305 Penalty: 517.514771
	Iteration 15F: 3 clusters Score -13691.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 208 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 278 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 87 members 
Entering Unmasked Estep 
Score: -58195180.000000 Penalty: 54124.761719
Splitting cluster 66 changes total score from -58195348.000000 to -58195180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7629.534180 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7629.534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7696.091309 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7696.091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7710.731934 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7710.732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7719.100586 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7719.101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7725.896484 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7725.896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7736.844238 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7736.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7752.336426 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7752.336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7762.767578 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -7762.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7769.250977 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -7769.251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7781.210938 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -7781.211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7791.510254 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -7791.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7793.728027 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -7793.728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7795.363770 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -7795.364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7797.688965 Penalty: 489.150330
	Iteration 13Q: 3 clusters Score -7797.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7800.816895 Penalty: 489.150330
	Iteration 14Q: 3 clusters Score -7800.817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7807.962402 Penalty: 489.150330
	Iteration 15Q: 3 clusters Score -7807.962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7813.705566 Penalty: 489.150330
	Iteration 16Q: 3 clusters Score -7813.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7816.569336 Penalty: 489.150330
	Iteration 17Q: 3 clusters Score -7816.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7816.569336 Penalty: 489.150330
	Iteration 18F: 3 clusters Score -7816.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -308783.437500 Penalty: 388.110992
	Iteration 0F: 2 clusters Score -308783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -305309.593750 Penalty: 776.221985
	Iteration 0F: 3 clusters Score -305309.6 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -306553.656250 Penalty: 776.221985
	Iteration 1F: 3 clusters Score -306553.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -306674.062500 Penalty: 776.221985
	Iteration 2F: 3 clusters Score -306674.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -306809.968750 Penalty: 776.221985
	Iteration 3F: 3 clusters Score -306810 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -306953.718750 Penalty: 776.221985
	Iteration 4F: 3 clusters Score -306953.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -307121.718750 Penalty: 776.221985
	Iteration 5Q: 3 clusters Score -307121.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -307294.062500 Penalty: 776.221985
	Iteration 6F: 3 clusters Score -307294.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -307442.125000 Penalty: 776.221985
	Iteration 7Q: 3 clusters Score -307442.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -307528.343750 Penalty: 776.221985
	Iteration 8Q: 3 clusters Score -307528.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -307565.562500 Penalty: 776.221985
	Iteration 9Q: 3 clusters Score -307565.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -307584.812500 Penalty: 776.221985
	Iteration 10Q: 3 clusters Score -307584.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -307596.406250 Penalty: 776.221985
	Iteration 11Q: 3 clusters Score -307596.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -307605.687500 Penalty: 776.221985
	Iteration 12Q: 3 clusters Score -307605.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -307612.312500 Penalty: 776.221985
	Iteration 13Q: 3 clusters Score -307612.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -307616.750000 Penalty: 776.221985
	Iteration 14Q: 3 clusters Score -307616.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -307622.656250 Penalty: 776.221985
	Iteration 15Q: 3 clusters Score -307622.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -307627.000000 Penalty: 776.221985
	Iteration 16Q: 3 clusters Score -307627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -307630.593750 Penalty: 776.221985
	Iteration 17Q: 3 clusters Score -307630.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -307635.375000 Penalty: 776.221985
	Iteration 18Q: 3 clusters Score -307635.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -307638.281250 Penalty: 776.221985
	Iteration 19Q: 3 clusters Score -307638.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -307641.656250 Penalty: 776.221985
	Iteration 20F: 3 clusters Score -307641.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -307643.812500 Penalty: 776.221985
	Iteration 21Q: 3 clusters Score -307643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -307646.031250 Penalty: 776.221985
	Iteration 22Q: 3 clusters Score -307646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -307648.000000 Penalty: 776.221985
	Iteration 23Q: 3 clusters Score -307648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -307650.031250 Penalty: 776.221985
	Iteration 24Q: 3 clusters Score -307650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -307650.750000 Penalty: 776.221985
	Iteration 25Q: 3 clusters Score -307650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -307651.343750 Penalty: 776.221985
	Iteration 26Q: 3 clusters Score -307651.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -307652.031250 Penalty: 776.221985
	Iteration 27Q: 3 clusters Score -307652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -307653.093750 Penalty: 776.221985
	Iteration 28Q: 3 clusters Score -307653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -307655.843750 Penalty: 776.221985
	Iteration 29Q: 3 clusters Score -307655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -307660.031250 Penalty: 776.221985
	Iteration 30Q: 3 clusters Score -307660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -307664.562500 Penalty: 776.221985
	Iteration 31Q: 3 clusters Score -307664.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -307670.187500 Penalty: 776.221985
	Iteration 32Q: 3 clusters Score -307670.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -307679.656250 Penalty: 776.221985
	Iteration 33Q: 3 clusters Score -307679.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -307686.218750 Penalty: 776.221985
	Iteration 34Q: 3 clusters Score -307686.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -307693.437500 Penalty: 776.221985
	Iteration 35Q: 3 clusters Score -307693.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -307705.531250 Penalty: 776.221985
	Iteration 36Q: 3 clusters Score -307705.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -307721.187500 Penalty: 776.221985
	Iteration 37Q: 3 clusters Score -307721.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -307737.625000 Penalty: 776.221985
	Iteration 38Q: 3 clusters Score -307737.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -307761.843750 Penalty: 776.221985
	Iteration 39Q: 3 clusters Score -307761.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -307795.375000 Penalty: 776.221985
	Iteration 40F: 3 clusters Score -307795.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -307825.906250 Penalty: 776.221985
	Iteration 41Q: 3 clusters Score -307825.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -307870.281250 Penalty: 776.221985
	Iteration 42Q: 3 clusters Score -307870.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -307913.125000 Penalty: 776.221985
	Iteration 43Q: 3 clusters Score -307913.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -307966.187500 Penalty: 776.221985
	Iteration 44Q: 3 clusters Score -307966.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -308011.750000 Penalty: 776.221985
	Iteration 45Q: 3 clusters Score -308011.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -308057.750000 Penalty: 776.221985
	Iteration 46Q: 3 clusters Score -308057.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -308105.593750 Penalty: 776.221985
	Iteration 47Q: 3 clusters Score -308105.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -308142.843750 Penalty: 776.221985
	Iteration 48Q: 3 clusters Score -308142.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -308173.812500 Penalty: 776.221985
	Iteration 49Q: 3 clusters Score -308173.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -308217.562500 Penalty: 776.221985
	Iteration 50Q: 3 clusters Score -308217.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -308254.968750 Penalty: 776.221985
	Iteration 51Q: 3 clusters Score -308255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -308288.687500 Penalty: 776.221985
	Iteration 52Q: 3 clusters Score -308288.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -308322.750000 Penalty: 776.221985
	Iteration 53Q: 3 clusters Score -308322.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -308356.281250 Penalty: 776.221985
	Iteration 54Q: 3 clusters Score -308356.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -308395.781250 Penalty: 776.221985
	Iteration 55Q: 3 clusters Score -308395.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -308426.843750 Penalty: 776.221985
	Iteration 56Q: 3 clusters Score -308426.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -308448.593750 Penalty: 776.221985
	Iteration 57Q: 3 clusters Score -308448.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -308462.031250 Penalty: 776.221985
	Iteration 58Q: 3 clusters Score -308462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -308469.812500 Penalty: 776.221985
	Iteration 59Q: 3 clusters Score -308469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -308480.718750 Penalty: 776.221985
	Iteration 60F: 3 clusters Score -308480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -308487.406250 Penalty: 776.221985
	Iteration 61Q: 3 clusters Score -308487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -308492.281250 Penalty: 776.221985
	Iteration 62Q: 3 clusters Score -308492.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -308498.718750 Penalty: 776.221985
	Iteration 63Q: 3 clusters Score -308498.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -308502.531250 Penalty: 776.221985
	Iteration 64Q: 3 clusters Score -308502.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -308504.843750 Penalty: 776.221985
	Iteration 65Q: 3 clusters Score -308504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -308505.625000 Penalty: 776.221985
	Iteration 66Q: 3 clusters Score -308505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -308507.562500 Penalty: 776.221985
	Iteration 67Q: 3 clusters Score -308507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -308508.562500 Penalty: 776.221985
	Iteration 68Q: 3 clusters Score -308508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -308510.125000 Penalty: 776.221985
	Iteration 69Q: 3 clusters Score -308510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -308511.000000 Penalty: 776.221985
	Iteration 70Q: 3 clusters Score -308511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -308511.375000 Penalty: 776.221985
	Iteration 71Q: 3 clusters Score -308511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -308511.468750 Penalty: 776.221985
	Iteration 72Q: 3 clusters Score -308511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -308511.468750 Penalty: 776.221985
	Iteration 73F: 3 clusters Score -308511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -66241.343750 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -66241.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -65401.988281 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -65401.99 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65727.960938 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -65727.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65799.445312 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -65799.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65850.117188 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -65850.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65905.632812 Penalty: 637.113342
	Iteration 4F: 3 clusters Score -65905.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -65965.750000 Penalty: 637.113342
	Iteration 5F: 3 clusters Score -65965.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66020.585938 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -66020.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66084.351562 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -66084.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66138.875000 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -66138.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -66167.703125 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -66167.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -66187.085938 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -66187.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66212.375000 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -66212.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66225.906250 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -66225.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -66234.242188 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -66234.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -66237.125000 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -66237.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -66238.359375 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -66238.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66238.796875 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -66238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -66238.828125 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -66238.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66238.726562 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -66238.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66238.726562 Penalty: 637.113342
	Iteration 19F: 3 clusters Score -66238.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5715.056641 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5715.057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5793.776367 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5793.776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5816.426270 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5816.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5820.128906 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5820.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5820.128906 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -5820.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8826.703125 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8826.703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8906.779297 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8906.779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8935.022461 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8935.022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8974.553711 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -8974.554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8986.185547 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8986.186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8995.476562 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8995.477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9005.193359 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -9005.193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9028.083984 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -9028.084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9040.766602 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -9040.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9044.922852 Penalty: 464.087830
	Iteration 9Q: 3 clusters Score -9044.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9046.859375 Penalty: 464.087830
	Iteration 10Q: 3 clusters Score -9046.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9047.796875 Penalty: 464.087830
	Iteration 11Q: 3 clusters Score -9047.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9047.796875 Penalty: 464.087830
	Iteration 12F: 3 clusters Score -9047.797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74968.710938 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74968.71 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -75323.679688 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75323.68 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75444.601562 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75444.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75538.476562 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75538.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75595.398438 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -75595.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75623.992188 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75623.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75641.812500 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75641.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75653.265625 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75653.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75658.593750 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75658.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75664.078125 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75664.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75672.062500 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75672.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75677.179688 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75677.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75682.093750 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75682.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75685.804688 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75686.421875 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75686.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75686.484375 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75686.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75686.484375 Penalty: 648.327515
	Iteration 16F: 3 clusters Score -75686.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -27323.757812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -27323.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26837.000000 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -26837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27035.498047 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27035.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27110.669922 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -27110.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27167.582031 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -27167.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27197.714844 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -27197.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27227.824219 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -27227.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27264.978516 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -27264.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27286.324219 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -27286.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27294.333984 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -27294.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27300.302734 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -27300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27304.582031 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -27304.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27305.513672 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -27305.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27305.652344 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -27305.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27305.652344 Penalty: 558.729492
	Iteration 13F: 3 clusters Score -27305.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4522.885742 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4522.886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4579.134766 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4579.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4585.833008 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -4585.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4590.213379 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4590.213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4590.213379 Penalty: 404.281281
	Iteration 4F: 3 clusters Score -4590.213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5249.636230 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5249.636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5376.558594 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5376.559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5387.567383 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -5387.567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5395.233887 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -5395.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5401.593750 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5401.594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5402.208984 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5402.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5402.208984 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -5402.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4952.584961 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4952.585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5025.811523 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5025.812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5054.659668 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5054.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5056.953125 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5056.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5056.953125 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -5056.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -94333.718750 Penalty: 335.602631
	Iteration 0F: 2 clusters Score -94333.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93144.382812 Penalty: 671.205261
	Iteration 0F: 3 clusters Score -93144.38 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -93521.718750 Penalty: 671.205261
	Iteration 1F: 3 clusters Score -93521.72 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93594.210938 Penalty: 671.205261
	Iteration 2F: 3 clusters Score -93594.21 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93656.664062 Penalty: 671.205261
	Iteration 3F: 3 clusters Score -93656.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -93740.718750 Penalty: 671.205261
	Iteration 4F: 3 clusters Score -93740.72 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93835.820312 Penalty: 671.205261
	Iteration 5F: 3 clusters Score -93835.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93932.710938 Penalty: 671.205261
	Iteration 6F: 3 clusters Score -93932.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -94025.257812 Penalty: 671.205261
	Iteration 7F: 3 clusters Score -94025.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -94093.031250 Penalty: 671.205261
	Iteration 8F: 3 clusters Score -94093.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -94137.046875 Penalty: 671.205261
	Iteration 9Q: 3 clusters Score -94137.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -94157.890625 Penalty: 671.205261
	Iteration 10Q: 3 clusters Score -94157.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -94166.945312 Penalty: 671.205261
	Iteration 11Q: 3 clusters Score -94166.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -94168.804688 Penalty: 671.205261
	Iteration 12Q: 3 clusters Score -94168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -94170.421875 Penalty: 671.205261
	Iteration 13Q: 3 clusters Score -94170.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -94171.578125 Penalty: 671.205261
	Iteration 14Q: 3 clusters Score -94171.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -94172.070312 Penalty: 671.205261
	Iteration 15Q: 3 clusters Score -94172.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -94172.320312 Penalty: 671.205261
	Iteration 16Q: 3 clusters Score -94172.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94172.742188 Penalty: 671.205261
	Iteration 17Q: 3 clusters Score -94172.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94172.742188 Penalty: 671.205261
	Iteration 18F: 3 clusters Score -94172.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -17368.533203 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -17368.53 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 136 members 
Entering Unmasked Estep 
Score: -17054.804688 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -17054.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17236.294922 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -17236.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17371.763672 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -17371.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17854.931641 Penalty: 512.113525
	Iteration 3F: 3 clusters Score -17854.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17900.564453 Penalty: 512.113525
	Iteration 4F: 3 clusters Score -17900.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17911.205078 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -17911.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17914.146484 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -17914.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17918.449219 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -17918.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17918.449219 Penalty: 512.113525
	Iteration 8F: 3 clusters Score -17918.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 217 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 253 members 
Mstep: Class 86 contains 61 members 
Entering Unmasked Estep 
Score: -58195668.000000 Penalty: 54124.761719
Splitting cluster 78 changes total score from -58195348.000000 to -58195668.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 79 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7268.128418 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7268.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7046.447266 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7046.447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7114.631348 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7114.631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7135.114258 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7135.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7144.168945 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7144.169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7146.264648 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7146.265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7149.205566 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7149.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7152.178223 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7152.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7153.039062 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -7153.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7153.039062 Penalty: 452.882751
	Iteration 8F: 3 clusters Score -7153.039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9367.916992 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9367.917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9458.543945 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9458.544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9477.677734 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9477.678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9490.537109 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9490.537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9497.821289 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9497.821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9505.801758 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9505.802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9509.821289 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9509.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9510.911133 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9510.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9513.116211 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9513.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9513.116211 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -9513.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2463.519043 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2463.519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2500.791260 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2500.791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8608.895508 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8608.896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8669.563477 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8669.563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8712.246094 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8712.246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8734.120117 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8734.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8737.324219 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8737.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8738.810547 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8738.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8739.607422 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8739.607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8741.631836 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8741.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8742.839844 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8742.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8742.839844 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8742.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7990.923828 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7990.924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7753.973633 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7753.974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7826.398438 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7826.398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7857.580566 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7857.581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7869.604004 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7869.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7870.963867 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7870.964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7884.540527 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7884.541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7905.164551 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7905.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7907.860352 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7907.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7907.860352 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -7907.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 94487 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123129 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117086 members 
Mstep: Class 17 contains 19109 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 133520 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 212 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36660 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1427 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 310 members 
Mstep: Class 61 contains 9028 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 65 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1597 members 
Mstep: Class 78 contains 217 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196688.000000 Penalty: 54124.761719
Iteration 319Q: 87 clusters Score -5.819669e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 11128 members 
Mstep: Class 7 contains 132100 members 
Mstep: Class 8 contains 94461 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 123083 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 117550 members 
Mstep: Class 17 contains 19057 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 133983 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 132706 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4388 members 
Mstep: Class 33 contains 213 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 36733 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1426 members 
Mstep: Class 43 contains 4283 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 187 members 
Mstep: Class 56 contains 1532 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 313 members 
Mstep: Class 61 contains 8377 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 63 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5067 members 
Mstep: Class 69 contains 1099 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1633 members 
Mstep: Class 78 contains 283 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 147 members 
Mstep: Class 84 contains 335 members 
Mstep: Class 85 contains 246 members 
Mstep: Class 86 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198808.000000 Penalty: 54124.761719
Iteration 320F: 87 clusters Score -5.819881e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 35371 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 132268 members 
Mstep: Class 8 contains 94462 members 
Mstep: Class 9 contains 14677 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9810 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123052 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 117519 members 
Mstep: Class 17 contains 19029 members 
Mstep: Class 18 contains 147 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 133921 members 
Mstep: Class 25 contains 5193 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133047 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4379 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 244 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 36756 members 
Mstep: Class 40 contains 507 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 1426 members 
Mstep: Class 43 contains 5312 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1533 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 314 members 
Mstep: Class 61 contains 7020 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 60 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5068 members 
Mstep: Class 69 contains 1098 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1665 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 249 members 
Mstep: Class 86 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200080.000000 Penalty: 54124.761719
Iteration 321Q: 87 clusters Score -5.820008e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11141 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 35380 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 132602 members 
Mstep: Class 8 contains 94449 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9780 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 123015 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 117336 members 
Mstep: Class 17 contains 19005 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 133801 members 
Mstep: Class 25 contains 5076 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 133608 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 883 members 
Mstep: Class 39 contains 36806 members 
Mstep: Class 40 contains 502 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 1425 members 
Mstep: Class 43 contains 6142 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1534 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 316 members 
Mstep: Class 61 contains 5704 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5067 members 
Mstep: Class 69 contains 1096 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 464 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1703 members 
Mstep: Class 78 contains 345 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 338 members 
Mstep: Class 85 contains 249 members 
Mstep: Class 86 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200704.000000 Penalty: 54124.761719
Iteration 322Q: 87 clusters Score -5.82007e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11084 members 
Mstep: Class 7 contains 133013 members 
Mstep: Class 8 contains 94434 members 
Mstep: Class 9 contains 14670 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9742 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 122999 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 117048 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 151 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 133602 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 134283 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 36829 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 224 members 
Mstep: Class 42 contains 1423 members 
Mstep: Class 43 contains 6859 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1532 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 319 members 
Mstep: Class 61 contains 4537 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 300 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5067 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 463 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1729 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 339 members 
Mstep: Class 85 contains 250 members 
Mstep: Class 86 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201372.000000 Penalty: 54124.761719
Iteration 323Q: 87 clusters Score -5.820137e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11167 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 35429 members 
Mstep: Class 6 contains 11079 members 
Mstep: Class 7 contains 133389 members 
Mstep: Class 8 contains 94419 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9703 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 122971 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 116688 members 
Mstep: Class 17 contains 18930 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4505 members 
Mstep: Class 24 contains 133438 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 135055 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4352 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 36869 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1420 members 
Mstep: Class 43 contains 7500 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1533 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 3454 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 300 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5075 members 
Mstep: Class 69 contains 1094 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1746 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 338 members 
Mstep: Class 85 contains 250 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58202328.000000 Penalty: 54124.761719
Iteration 324Q: 87 clusters Score -5.820233e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 35452 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 133671 members 
Mstep: Class 8 contains 94408 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9672 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122961 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 116293 members 
Mstep: Class 17 contains 18873 members 
Mstep: Class 18 contains 157 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 133214 members 
Mstep: Class 25 contains 4572 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 135822 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4339 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 36889 members 
Mstep: Class 40 contains 492 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 8153 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1532 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 2578 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 299 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5082 members 
Mstep: Class 69 contains 1094 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1754 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 337 members 
Mstep: Class 85 contains 248 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203056.000000 Penalty: 54124.761719
Iteration 325Q: 87 clusters Score -5.820306e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11180 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 35448 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 133841 members 
Mstep: Class 8 contains 94399 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122934 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 115906 members 
Mstep: Class 17 contains 18808 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 133018 members 
Mstep: Class 25 contains 4347 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 136559 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4328 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 36924 members 
Mstep: Class 40 contains 491 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1413 members 
Mstep: Class 43 contains 8772 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1531 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 445 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 327 members 
Mstep: Class 61 contains 1913 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 299 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5090 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1760 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 335 members 
Mstep: Class 85 contains 243 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203820.000000 Penalty: 54124.761719
Iteration 326Q: 87 clusters Score -5.820382e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11182 members 
Mstep: Class 3 contains 3260 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 11088 members 
Mstep: Class 7 contains 133952 members 
Mstep: Class 8 contains 94392 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9578 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 122915 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 115570 members 
Mstep: Class 17 contains 18731 members 
Mstep: Class 18 contains 164 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 132808 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 137178 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4317 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 36953 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 9368 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 1437 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5093 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1742 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204112.000000 Penalty: 54124.761719
Iteration 327Q: 87 clusters Score -5.820411e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11188 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 35493 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 134006 members 
Mstep: Class 8 contains 94384 members 
Mstep: Class 9 contains 14668 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9539 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122877 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 115309 members 
Mstep: Class 17 contains 18638 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4682 members 
Mstep: Class 24 contains 132604 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 137654 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4308 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 36993 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 9895 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 1099 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5094 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1722 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 237 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204656.000000 Penalty: 54124.761719
Iteration 328Q: 87 clusters Score -5.820466e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 35520 members 
Mstep: Class 6 contains 11100 members 
Mstep: Class 7 contains 134031 members 
Mstep: Class 8 contains 94369 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122847 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 115079 members 
Mstep: Class 17 contains 18547 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 132427 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 138035 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4298 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 245 members 
Mstep: Class 38 contains 901 members 
Mstep: Class 39 contains 37035 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 10366 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1530 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 848 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5094 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1694 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 238 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204880.000000 Penalty: 54124.761719
Iteration 329Q: 87 clusters Score -5.820488e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11203 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 35524 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 134008 members 
Mstep: Class 8 contains 94368 members 
Mstep: Class 9 contains 14667 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122821 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 114892 members 
Mstep: Class 17 contains 18468 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 132241 members 
Mstep: Class 25 contains 3570 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 138356 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4292 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 37063 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1411 members 
Mstep: Class 43 contains 10828 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1529 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 684 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5093 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1668 members 
Mstep: Class 78 contains 348 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 239 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205020.000000 Penalty: 54124.761719
Iteration 330Q: 87 clusters Score -5.820502e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11203 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 35520 members 
Mstep: Class 6 contains 11104 members 
Mstep: Class 7 contains 133938 members 
Mstep: Class 8 contains 94370 members 
Mstep: Class 9 contains 14675 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122801 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 114737 members 
Mstep: Class 17 contains 18388 members 
Mstep: Class 18 contains 166 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 132082 members 
Mstep: Class 25 contains 3407 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 138630 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 37087 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 11269 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1528 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 572 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5093 members 
Mstep: Class 69 contains 1096 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1647 members 
Mstep: Class 78 contains 349 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 243 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205116.000000 Penalty: 54124.761719
Iteration 331Q: 87 clusters Score -5.820512e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 35517 members 
Mstep: Class 6 contains 11119 members 
Mstep: Class 7 contains 133895 members 
Mstep: Class 8 contains 94364 members 
Mstep: Class 9 contains 14682 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9440 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 122784 members 
Mstep: Class 15 contains 6091 members 
Mstep: Class 16 contains 114621 members 
Mstep: Class 17 contains 18290 members 
Mstep: Class 18 contains 167 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 131878 members 
Mstep: Class 25 contains 3288 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 138865 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 37112 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 11645 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1527 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 446 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 506 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5096 members 
Mstep: Class 69 contains 1096 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1633 members 
Mstep: Class 78 contains 350 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 244 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 61. Lose 621.385193 but Gain 629.359375
Score: -58205004.000000 Penalty: 53495.402344
Iteration 332Q: 86 clusters Score -5.8205e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 35521 members 
Mstep: Class 6 contains 11128 members 
Mstep: Class 7 contains 133872 members 
Mstep: Class 8 contains 94378 members 
Mstep: Class 9 contains 14689 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122776 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 114499 members 
Mstep: Class 17 contains 18184 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 131710 members 
Mstep: Class 25 contains 3236 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 139379 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4274 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 37108 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1404 members 
Mstep: Class 43 contains 11986 members 
Mstep: Class 44 contains 1945 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1526 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5099 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1619 members 
Mstep: Class 78 contains 350 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 247 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205432.000000 Penalty: 53495.402344
Iteration 333Q: 86 clusters Score -5.820543e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 5084 members 
Mstep: Class 5 contains 35521 members 
Mstep: Class 6 contains 11137 members 
Mstep: Class 7 contains 133787 members 
Mstep: Class 8 contains 94365 members 
Mstep: Class 9 contains 14693 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122762 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 114428 members 
Mstep: Class 17 contains 18052 members 
Mstep: Class 18 contains 172 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5129 members 
Mstep: Class 24 contains 131556 members 
Mstep: Class 25 contains 3167 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139546 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4269 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 37137 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1400 members 
Mstep: Class 43 contains 12302 members 
Mstep: Class 44 contains 1945 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5104 members 
Mstep: Class 69 contains 1094 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1599 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 245 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205436.000000 Penalty: 53495.402344
Iteration 334Q: 86 clusters Score -5.820544e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11186 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 35537 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 133714 members 
Mstep: Class 8 contains 94353 members 
Mstep: Class 9 contains 14698 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9368 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 122767 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 114357 members 
Mstep: Class 17 contains 17935 members 
Mstep: Class 18 contains 173 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5190 members 
Mstep: Class 24 contains 131386 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139678 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4266 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37151 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1398 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 219 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5108 members 
Mstep: Class 69 contains 1094 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1577 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 245 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205600.000000 Penalty: 53495.402344
Iteration 335Q: 86 clusters Score -5.82056e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 35557 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 133618 members 
Mstep: Class 8 contains 94338 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 72900 members 
Mstep: Class 14 contains 122758 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 114294 members 
Mstep: Class 17 contains 17841 members 
Mstep: Class 18 contains 173 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5249 members 
Mstep: Class 24 contains 131203 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139816 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37181 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1399 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5108 members 
Mstep: Class 69 contains 1094 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1561 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 243 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205752.000000 Penalty: 53495.402344
Iteration 336Q: 86 clusters Score -5.820575e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11180 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 35576 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 133557 members 
Mstep: Class 8 contains 94314 members 
Mstep: Class 9 contains 14690 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 72900 members 
Mstep: Class 14 contains 122758 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 114223 members 
Mstep: Class 17 contains 17747 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 131085 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139926 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4257 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37207 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 13129 members 
Mstep: Class 44 contains 1943 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1525 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1544 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205868.000000 Penalty: 53495.402344
Iteration 337Q: 86 clusters Score -5.820587e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11179 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 35579 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 133494 members 
Mstep: Class 8 contains 94301 members 
Mstep: Class 9 contains 14687 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9284 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122767 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 114158 members 
Mstep: Class 17 contains 17659 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 130978 members 
Mstep: Class 25 contains 2981 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140045 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 13359 members 
Mstep: Class 44 contains 1942 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1524 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5115 members 
Mstep: Class 69 contains 1095 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1531 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 241 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205944.000000 Penalty: 53495.402344
Iteration 338Q: 86 clusters Score -5.820594e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35574 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 133460 members 
Mstep: Class 8 contains 94277 members 
Mstep: Class 9 contains 14684 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 72902 members 
Mstep: Class 14 contains 122776 members 
Mstep: Class 15 contains 6097 members 
Mstep: Class 16 contains 114105 members 
Mstep: Class 17 contains 17566 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 130880 members 
Mstep: Class 25 contains 2943 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140127 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37234 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 13588 members 
Mstep: Class 44 contains 1942 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1523 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1096 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1527 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205948.000000 Penalty: 53495.402344
Iteration 339Q: 86 clusters Score -5.820595e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 133427 members 
Mstep: Class 8 contains 94264 members 
Mstep: Class 9 contains 14683 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9206 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122789 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 16 contains 114050 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5374 members 
Mstep: Class 24 contains 130752 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140215 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37238 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 13823 members 
Mstep: Class 44 contains 1942 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1522 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5108 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1521 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 239 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206048.000000 Penalty: 53495.402344
Iteration 340F: 86 clusters Score -5.820605e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 3311 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35583 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 133386 members 
Mstep: Class 8 contains 94255 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122793 members 
Mstep: Class 15 contains 6091 members 
Mstep: Class 16 contains 113955 members 
Mstep: Class 17 contains 17416 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 130648 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140310 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 37254 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 14059 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5100 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1504 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 238 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206084.000000 Penalty: 53495.402344
Iteration 341Q: 86 clusters Score -5.820608e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11174 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 35590 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 133333 members 
Mstep: Class 8 contains 94237 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9155 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122782 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 113889 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5413 members 
Mstep: Class 24 contains 130535 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140386 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4248 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 37287 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 14266 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5097 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1489 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 237 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206220.000000 Penalty: 53495.402344
Iteration 342Q: 86 clusters Score -5.820622e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 35583 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 7 contains 133280 members 
Mstep: Class 8 contains 94203 members 
Mstep: Class 9 contains 14679 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122748 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 113851 members 
Mstep: Class 17 contains 17292 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5428 members 
Mstep: Class 24 contains 130433 members 
Mstep: Class 25 contains 2875 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140458 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37368 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 14450 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5093 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1479 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206332.000000 Penalty: 53495.402344
Iteration 343Q: 86 clusters Score -5.820633e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11173 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 35574 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 133210 members 
Mstep: Class 8 contains 94196 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9108 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122729 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 113823 members 
Mstep: Class 17 contains 17238 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 130347 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140543 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37407 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 14613 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5092 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1469 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206344.000000 Penalty: 53495.402344
Iteration 344Q: 86 clusters Score -5.820634e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11179 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 35553 members 
Mstep: Class 6 contains 11392 members 
Mstep: Class 7 contains 133137 members 
Mstep: Class 8 contains 94187 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 13 contains 72901 members 
Mstep: Class 14 contains 122719 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 113776 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 130267 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140625 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37429 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 14774 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5087 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1461 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206216.000000 Penalty: 53495.402344
Iteration 345Q: 86 clusters Score -5.820622e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35530 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 133063 members 
Mstep: Class 8 contains 94183 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 72900 members 
Mstep: Class 14 contains 122705 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 113710 members 
Mstep: Class 17 contains 17172 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 130203 members 
Mstep: Class 25 contains 2860 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140696 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37449 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 14961 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5085 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1449 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206424.000000 Penalty: 53495.402344
Iteration 346Q: 86 clusters Score -5.820642e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11187 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35510 members 
Mstep: Class 6 contains 11444 members 
Mstep: Class 7 contains 133010 members 
Mstep: Class 8 contains 94184 members 
Mstep: Class 9 contains 14699 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 72899 members 
Mstep: Class 14 contains 122692 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 113651 members 
Mstep: Class 17 contains 17146 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 130135 members 
Mstep: Class 25 contains 2859 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140739 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4217 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37460 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 15143 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5083 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1441 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206548.000000 Penalty: 53495.402344
Iteration 347Q: 86 clusters Score -5.820655e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11192 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 132950 members 
Mstep: Class 8 contains 94166 members 
Mstep: Class 9 contains 14703 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122665 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 113606 members 
Mstep: Class 17 contains 17114 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 130068 members 
Mstep: Class 25 contains 2856 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140776 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4215 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37508 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 15332 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5081 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1438 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206704.000000 Penalty: 53495.402344
Iteration 348Q: 86 clusters Score -5.82067e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 35467 members 
Mstep: Class 6 contains 11468 members 
Mstep: Class 7 contains 132864 members 
Mstep: Class 8 contains 94150 members 
Mstep: Class 9 contains 14704 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122652 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 113562 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 130001 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140833 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4214 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37529 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 15505 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5080 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1429 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206724.000000 Penalty: 53495.402344
Iteration 349Q: 86 clusters Score -5.820672e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 11490 members 
Mstep: Class 7 contains 132761 members 
Mstep: Class 8 contains 94114 members 
Mstep: Class 9 contains 14701 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122628 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113531 members 
Mstep: Class 17 contains 17032 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 129963 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140871 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4217 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37575 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1385 members 
Mstep: Class 43 contains 15660 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5078 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1418 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206852.000000 Penalty: 53495.402344
Iteration 350Q: 86 clusters Score -5.820685e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 11511 members 
Mstep: Class 7 contains 132662 members 
Mstep: Class 8 contains 94072 members 
Mstep: Class 9 contains 14697 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122615 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 113491 members 
Mstep: Class 17 contains 17015 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 129919 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140899 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4218 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 15808 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5080 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206824.000000 Penalty: 53495.402344
Iteration 351Q: 86 clusters Score -5.820682e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 132569 members 
Mstep: Class 8 contains 94021 members 
Mstep: Class 9 contains 14694 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122588 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113452 members 
Mstep: Class 17 contains 16979 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5547 members 
Mstep: Class 24 contains 129874 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140934 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4219 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37684 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1379 members 
Mstep: Class 43 contains 15951 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5077 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1406 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206936.000000 Penalty: 53495.402344
Iteration 352Q: 86 clusters Score -5.820694e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 35455 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 132482 members 
Mstep: Class 8 contains 94020 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122560 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113388 members 
Mstep: Class 17 contains 16940 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5546 members 
Mstep: Class 24 contains 129845 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140995 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4219 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37708 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 16094 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5075 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1405 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206876.000000 Penalty: 53495.402344
Iteration 353Q: 86 clusters Score -5.820688e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11237 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 35449 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 132385 members 
Mstep: Class 8 contains 94030 members 
Mstep: Class 9 contains 14696 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8959 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122552 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113327 members 
Mstep: Class 17 contains 16908 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 129840 members 
Mstep: Class 25 contains 2927 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141048 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4214 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37702 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 16232 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5075 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1404 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206968.000000 Penalty: 53495.402344
Iteration 354Q: 86 clusters Score -5.820697e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 35443 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 132277 members 
Mstep: Class 8 contains 94039 members 
Mstep: Class 9 contains 14697 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122542 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113273 members 
Mstep: Class 17 contains 16879 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 129825 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141094 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4214 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37691 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 16370 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5075 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1402 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206980.000000 Penalty: 53495.402344
Iteration 355Q: 86 clusters Score -5.820698e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 35430 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 132169 members 
Mstep: Class 8 contains 94029 members 
Mstep: Class 9 contains 14697 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122513 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113254 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5575 members 
Mstep: Class 24 contains 129789 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141123 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37721 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1382 members 
Mstep: Class 43 contains 16507 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5071 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1403 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206956.000000 Penalty: 53495.402344
Iteration 356Q: 86 clusters Score -5.820696e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 35424 members 
Mstep: Class 6 contains 11617 members 
Mstep: Class 7 contains 132070 members 
Mstep: Class 8 contains 94026 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122506 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113215 members 
Mstep: Class 17 contains 16839 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 129765 members 
Mstep: Class 25 contains 2945 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141154 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4209 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37733 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1385 members 
Mstep: Class 43 contains 16631 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5061 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1403 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207048.000000 Penalty: 53495.402344
Iteration 357Q: 86 clusters Score -5.820705e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11265 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 35415 members 
Mstep: Class 6 contains 11628 members 
Mstep: Class 7 contains 131963 members 
Mstep: Class 8 contains 94023 members 
Mstep: Class 9 contains 14693 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122516 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113212 members 
Mstep: Class 17 contains 16821 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 129732 members 
Mstep: Class 25 contains 2943 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141172 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37730 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 16758 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5058 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1407 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207104.000000 Penalty: 53495.402344
Iteration 358Q: 86 clusters Score -5.82071e+07 nChanged 589
Entering ConstructFrom: 
Score: -58207104.000000 Penalty: 53495.402344
Entering ConstructFrom: 
Trying to split cluster 1 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11667.276367 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11667.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11390.399414 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11390.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11489.951172 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11489.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11513.424805 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11513.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11523.442383 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11523.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11523.442383 Penalty: 495.653107
	Iteration 4F: 3 clusters Score -11523.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Entering Unmasked Estep 
Score: -691681.312500 Penalty: 424.510437
	Iteration 0F: 2 clusters Score -691681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -684162.562500 Penalty: 849.020874
	Iteration 0F: 3 clusters Score -684162.6 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -687197.125000 Penalty: 849.020874
	Iteration 1F: 3 clusters Score -687197.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -687379.625000 Penalty: 849.020874
	Iteration 2Q: 3 clusters Score -687379.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -687650.750000 Penalty: 849.020874
	Iteration 3F: 3 clusters Score -687650.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -688080.312500 Penalty: 849.020874
	Iteration 4F: 3 clusters Score -688080.3 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -688769.875000 Penalty: 849.020874
	Iteration 5F: 3 clusters Score -688769.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -689571.562500 Penalty: 849.020874
	Iteration 6F: 3 clusters Score -689571.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -690365.687500 Penalty: 849.020874
	Iteration 7F: 3 clusters Score -690365.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -690891.187500 Penalty: 849.020874
	Iteration 8Q: 3 clusters Score -690891.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -691113.062500 Penalty: 849.020874
	Iteration 9Q: 3 clusters Score -691113.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -691211.250000 Penalty: 849.020874
	Iteration 10Q: 3 clusters Score -691211.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -691265.937500 Penalty: 849.020874
	Iteration 11Q: 3 clusters Score -691265.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -691287.375000 Penalty: 849.020874
	Iteration 12Q: 3 clusters Score -691287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -691302.187500 Penalty: 849.020874
	Iteration 13Q: 3 clusters Score -691302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -691316.625000 Penalty: 849.020874
	Iteration 14Q: 3 clusters Score -691316.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -691329.500000 Penalty: 849.020874
	Iteration 15Q: 3 clusters Score -691329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -691333.812500 Penalty: 849.020874
	Iteration 16Q: 3 clusters Score -691333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -691335.187500 Penalty: 849.020874
	Iteration 17Q: 3 clusters Score -691335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -691335.500000 Penalty: 849.020874
	Iteration 18Q: 3 clusters Score -691335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -691336.625000 Penalty: 849.020874
	Iteration 19Q: 3 clusters Score -691336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -691336.625000 Penalty: 849.020874
	Iteration 20F: 3 clusters Score -691336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -172758.703125 Penalty: 368.873840
	Iteration 0F: 2 clusters Score -172758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -170416.812500 Penalty: 737.747681
	Iteration 0F: 3 clusters Score -170416.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -171349.125000 Penalty: 737.747681
	Iteration 1F: 3 clusters Score -171349.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -171626.828125 Penalty: 737.747681
	Iteration 2F: 3 clusters Score -171626.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -171823.031250 Penalty: 737.747681
	Iteration 3F: 3 clusters Score -171823 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -171929.046875 Penalty: 737.747681
	Iteration 4F: 3 clusters Score -171929 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -172000.859375 Penalty: 737.747681
	Iteration 5Q: 3 clusters Score -172000.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -172073.609375 Penalty: 737.747681
	Iteration 6Q: 3 clusters Score -172073.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -172159.906250 Penalty: 737.747681
	Iteration 7Q: 3 clusters Score -172159.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -172222.640625 Penalty: 737.747681
	Iteration 8Q: 3 clusters Score -172222.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -172265.671875 Penalty: 737.747681
	Iteration 9Q: 3 clusters Score -172265.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -172302.421875 Penalty: 737.747681
	Iteration 10Q: 3 clusters Score -172302.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -172337.937500 Penalty: 737.747681
	Iteration 11Q: 3 clusters Score -172337.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -172365.984375 Penalty: 737.747681
	Iteration 12Q: 3 clusters Score -172366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -172393.062500 Penalty: 737.747681
	Iteration 13Q: 3 clusters Score -172393.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -172413.515625 Penalty: 737.747681
	Iteration 14Q: 3 clusters Score -172413.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -172434.140625 Penalty: 737.747681
	Iteration 15Q: 3 clusters Score -172434.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -172452.265625 Penalty: 737.747681
	Iteration 16Q: 3 clusters Score -172452.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -172472.468750 Penalty: 737.747681
	Iteration 17Q: 3 clusters Score -172472.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -172484.203125 Penalty: 737.747681
	Iteration 18Q: 3 clusters Score -172484.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -172499.421875 Penalty: 737.747681
	Iteration 19Q: 3 clusters Score -172499.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -172511.812500 Penalty: 737.747681
	Iteration 20F: 3 clusters Score -172511.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -172526.921875 Penalty: 737.747681
	Iteration 21Q: 3 clusters Score -172526.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -172543.750000 Penalty: 737.747681
	Iteration 22Q: 3 clusters Score -172543.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -172552.250000 Penalty: 737.747681
	Iteration 23Q: 3 clusters Score -172552.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -172560.656250 Penalty: 737.747681
	Iteration 24Q: 3 clusters Score -172560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -172571.343750 Penalty: 737.747681
	Iteration 25Q: 3 clusters Score -172571.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -172585.968750 Penalty: 737.747681
	Iteration 26Q: 3 clusters Score -172586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -172598.953125 Penalty: 737.747681
	Iteration 27Q: 3 clusters Score -172599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -172611.828125 Penalty: 737.747681
	Iteration 28Q: 3 clusters Score -172611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -172624.625000 Penalty: 737.747681
	Iteration 29Q: 3 clusters Score -172624.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -172634.703125 Penalty: 737.747681
	Iteration 30Q: 3 clusters Score -172634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -172641.593750 Penalty: 737.747681
	Iteration 31Q: 3 clusters Score -172641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -172646.281250 Penalty: 737.747681
	Iteration 32Q: 3 clusters Score -172646.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -172654.609375 Penalty: 737.747681
	Iteration 33Q: 3 clusters Score -172654.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -172666.156250 Penalty: 737.747681
	Iteration 34Q: 3 clusters Score -172666.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -172677.906250 Penalty: 737.747681
	Iteration 35Q: 3 clusters Score -172677.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -172686.828125 Penalty: 737.747681
	Iteration 36Q: 3 clusters Score -172686.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -172694.953125 Penalty: 737.747681
	Iteration 37Q: 3 clusters Score -172695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -172703.593750 Penalty: 737.747681
	Iteration 38Q: 3 clusters Score -172703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -172719.390625 Penalty: 737.747681
	Iteration 39Q: 3 clusters Score -172719.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -172731.500000 Penalty: 737.747681
	Iteration 40F: 3 clusters Score -172731.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -172741.796875 Penalty: 737.747681
	Iteration 41Q: 3 clusters Score -172741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -172749.796875 Penalty: 737.747681
	Iteration 42Q: 3 clusters Score -172749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -172753.031250 Penalty: 737.747681
	Iteration 43Q: 3 clusters Score -172753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -172755.531250 Penalty: 737.747681
	Iteration 44Q: 3 clusters Score -172755.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -172756.843750 Penalty: 737.747681
	Iteration 45Q: 3 clusters Score -172756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -172757.015625 Penalty: 737.747681
	Iteration 46Q: 3 clusters Score -172757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -172757.593750 Penalty: 737.747681
	Iteration 47Q: 3 clusters Score -172757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -172757.843750 Penalty: 737.747681
	Iteration 48Q: 3 clusters Score -172757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -172757.781250 Penalty: 737.747681
	Iteration 49Q: 3 clusters Score -172757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -172758.343750 Penalty: 737.747681
	Iteration 50Q: 3 clusters Score -172758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -172758.281250 Penalty: 737.747681
	Iteration 51Q: 3 clusters Score -172758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -172758.734375 Penalty: 737.747681
	Iteration 52Q: 3 clusters Score -172758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -172759.031250 Penalty: 737.747681
	Iteration 53Q: 3 clusters Score -172759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -172759.031250 Penalty: 737.747681
	Iteration 54F: 3 clusters Score -172759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 129717 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 1772 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
Score: -58206960.000000 Penalty: 54124.761719
Splitting cluster 3 changes total score from -58207104.000000 to -58206960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -310940.812500 Penalty: 388.388672
	Iteration 0F: 2 clusters Score -310940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -307478.218750 Penalty: 776.777344
	Iteration 0F: 3 clusters Score -307478.2 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -308822.593750 Penalty: 776.777344
	Iteration 1F: 3 clusters Score -308822.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -308973.062500 Penalty: 776.777344
	Iteration 2F: 3 clusters Score -308973.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -309081.250000 Penalty: 776.777344
	Iteration 3F: 3 clusters Score -309081.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -309162.343750 Penalty: 776.777344
	Iteration 4Q: 3 clusters Score -309162.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -309285.312500 Penalty: 776.777344
	Iteration 5Q: 3 clusters Score -309285.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -309427.343750 Penalty: 776.777344
	Iteration 6Q: 3 clusters Score -309427.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -309606.437500 Penalty: 776.777344
	Iteration 7F: 3 clusters Score -309606.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -309825.843750 Penalty: 776.777344
	Iteration 8F: 3 clusters Score -309825.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -310047.000000 Penalty: 776.777344
	Iteration 9F: 3 clusters Score -310047 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -310249.062500 Penalty: 776.777344
	Iteration 10Q: 3 clusters Score -310249.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -310376.093750 Penalty: 776.777344
	Iteration 11Q: 3 clusters Score -310376.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -310443.343750 Penalty: 776.777344
	Iteration 12Q: 3 clusters Score -310443.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -310488.312500 Penalty: 776.777344
	Iteration 13Q: 3 clusters Score -310488.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -310527.437500 Penalty: 776.777344
	Iteration 14Q: 3 clusters Score -310527.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -310548.875000 Penalty: 776.777344
	Iteration 15Q: 3 clusters Score -310548.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -310565.750000 Penalty: 776.777344
	Iteration 16Q: 3 clusters Score -310565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -310576.531250 Penalty: 776.777344
	Iteration 17Q: 3 clusters Score -310576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -310586.531250 Penalty: 776.777344
	Iteration 18Q: 3 clusters Score -310586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -310594.093750 Penalty: 776.777344
	Iteration 19Q: 3 clusters Score -310594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -310597.781250 Penalty: 776.777344
	Iteration 20F: 3 clusters Score -310597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -310601.656250 Penalty: 776.777344
	Iteration 21Q: 3 clusters Score -310601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -310604.937500 Penalty: 776.777344
	Iteration 22Q: 3 clusters Score -310604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -310611.593750 Penalty: 776.777344
	Iteration 23Q: 3 clusters Score -310611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -310616.125000 Penalty: 776.777344
	Iteration 24Q: 3 clusters Score -310616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -310617.437500 Penalty: 776.777344
	Iteration 25Q: 3 clusters Score -310617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -310617.437500 Penalty: 776.777344
	Iteration 26F: 3 clusters Score -310617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Entering Unmasked Estep 
Score: -2130655.250000 Penalty: 476.599792
	Iteration 0F: 2 clusters Score -2130655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2107002.500000 Penalty: 953.199585
	Iteration 0F: 3 clusters Score -2107002 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2117797.500000 Penalty: 953.199585
	Iteration 1F: 3 clusters Score -2117798 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2118752.500000 Penalty: 953.199585
	Iteration 2F: 3 clusters Score -2118752 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2119944.500000 Penalty: 953.199585
	Iteration 3F: 3 clusters Score -2119944 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2121361.750000 Penalty: 953.199585
	Iteration 4F: 3 clusters Score -2121362 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2122984.750000 Penalty: 953.199585
	Iteration 5F: 3 clusters Score -2122985 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2124640.500000 Penalty: 953.199585
	Iteration 6F: 3 clusters Score -2124640 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2125815.500000 Penalty: 953.199585
	Iteration 7Q: 3 clusters Score -2125816 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2126349.500000 Penalty: 953.199585
	Iteration 8Q: 3 clusters Score -2126350 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -2126630.750000 Penalty: 953.199585
	Iteration 9Q: 3 clusters Score -2126631 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -2126824.000000 Penalty: 953.199585
	Iteration 10Q: 3 clusters Score -2126824 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -2126992.750000 Penalty: 953.199585
	Iteration 11Q: 3 clusters Score -2126993 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -2127158.000000 Penalty: 953.199585
	Iteration 12Q: 3 clusters Score -2127158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2127323.000000 Penalty: 953.199585
	Iteration 13Q: 3 clusters Score -2127323 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2127500.000000 Penalty: 953.199585
	Iteration 14Q: 3 clusters Score -2127500 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -2127714.250000 Penalty: 953.199585
	Iteration 15Q: 3 clusters Score -2127714 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2127937.750000 Penalty: 953.199585
	Iteration 16Q: 3 clusters Score -2127938 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -2128165.250000 Penalty: 953.199585
	Iteration 17Q: 3 clusters Score -2128165 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -2128396.000000 Penalty: 953.199585
	Iteration 18Q: 3 clusters Score -2128396 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -2128639.000000 Penalty: 953.199585
	Iteration 19Q: 3 clusters Score -2128639 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -2128890.250000 Penalty: 953.199585
	Iteration 20F: 3 clusters Score -2128890 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -2129154.250000 Penalty: 953.199585
	Iteration 21Q: 3 clusters Score -2129154 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -2129407.750000 Penalty: 953.199585
	Iteration 22Q: 3 clusters Score -2129408 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2129612.500000 Penalty: 953.199585
	Iteration 23Q: 3 clusters Score -2129612 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -2129790.000000 Penalty: 953.199585
	Iteration 24Q: 3 clusters Score -2129790 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -2129914.500000 Penalty: 953.199585
	Iteration 25Q: 3 clusters Score -2129914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -2130007.000000 Penalty: 953.199585
	Iteration 26Q: 3 clusters Score -2130007 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -2130079.250000 Penalty: 953.199585
	Iteration 27Q: 3 clusters Score -2130079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -2130131.750000 Penalty: 953.199585
	Iteration 28Q: 3 clusters Score -2130132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -2130171.000000 Penalty: 953.199585
	Iteration 29Q: 3 clusters Score -2130171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -2130189.250000 Penalty: 953.199585
	Iteration 30Q: 3 clusters Score -2130189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -2130202.500000 Penalty: 953.199585
	Iteration 31Q: 3 clusters Score -2130202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -2130211.500000 Penalty: 953.199585
	Iteration 32Q: 3 clusters Score -2130212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -2130223.000000 Penalty: 953.199585
	Iteration 33Q: 3 clusters Score -2130223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -2130243.250000 Penalty: 953.199585
	Iteration 34Q: 3 clusters Score -2130243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -2130257.000000 Penalty: 953.199585
	Iteration 35Q: 3 clusters Score -2130257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -2130270.250000 Penalty: 953.199585
	Iteration 36Q: 3 clusters Score -2130270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -2130276.000000 Penalty: 953.199585
	Iteration 37Q: 3 clusters Score -2130276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -2130281.250000 Penalty: 953.199585
	Iteration 38Q: 3 clusters Score -2130281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 953.199585
	Iteration 39Q: 3 clusters Score -2130285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -2130284.500000 Penalty: 953.199585
	Iteration 40F: 3 clusters Score -2130284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -2130285.750000 Penalty: 953.199585
	Iteration 41Q: 3 clusters Score -2130286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -2130287.000000 Penalty: 953.199585
	Iteration 42Q: 3 clusters Score -2130287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -2130292.750000 Penalty: 953.199585
	Iteration 43Q: 3 clusters Score -2130293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -2130295.500000 Penalty: 953.199585
	Iteration 44Q: 3 clusters Score -2130296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -2130301.750000 Penalty: 953.199585
	Iteration 45Q: 3 clusters Score -2130302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -2130308.750000 Penalty: 953.199585
	Iteration 46Q: 3 clusters Score -2130309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -2130308.500000 Penalty: 953.199585
	Iteration 47Q: 3 clusters Score -2130308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -2130313.750000 Penalty: 953.199585
	Iteration 48Q: 3 clusters Score -2130314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -2130312.750000 Penalty: 953.199585
	Iteration 49Q: 3 clusters Score -2130313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -2130312.750000 Penalty: 953.199585
	Iteration 50F: 3 clusters Score -2130313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Entering Unmasked Estep 
Score: -698209.187500 Penalty: 425.976318
	Iteration 0F: 2 clusters Score -698209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -690451.812500 Penalty: 851.952637
	Iteration 0F: 3 clusters Score -690451.8 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -693850.375000 Penalty: 851.952637
	Iteration 1F: 3 clusters Score -693850.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -694322.937500 Penalty: 851.952637
	Iteration 2F: 3 clusters Score -694322.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -695042.312500 Penalty: 851.952637
	Iteration 3F: 3 clusters Score -695042.3 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -696006.375000 Penalty: 851.952637
	Iteration 4F: 3 clusters Score -696006.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -696922.250000 Penalty: 851.952637
	Iteration 5F: 3 clusters Score -696922.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -697442.687500 Penalty: 851.952637
	Iteration 6Q: 3 clusters Score -697442.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -697683.187500 Penalty: 851.952637
	Iteration 7Q: 3 clusters Score -697683.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -697758.250000 Penalty: 851.952637
	Iteration 8Q: 3 clusters Score -697758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -697784.250000 Penalty: 851.952637
	Iteration 9Q: 3 clusters Score -697784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -697796.062500 Penalty: 851.952637
	Iteration 10Q: 3 clusters Score -697796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -697813.000000 Penalty: 851.952637
	Iteration 11Q: 3 clusters Score -697813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -697820.687500 Penalty: 851.952637
	Iteration 12Q: 3 clusters Score -697820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -697824.750000 Penalty: 851.952637
	Iteration 13Q: 3 clusters Score -697824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -697831.625000 Penalty: 851.952637
	Iteration 14Q: 3 clusters Score -697831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -697831.500000 Penalty: 851.952637
	Iteration 15Q: 3 clusters Score -697831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -697831.500000 Penalty: 851.952637
	Iteration 16F: 3 clusters Score -697831.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Entering Unmasked Estep 
Score: -7757464.500000 Penalty: 536.409302
	Iteration 0F: 2 clusters Score -7757464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -7668607.500000 Penalty: 1072.818604
	Iteration 0F: 3 clusters Score -7668608 nChanged 64982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7710561.000000 Penalty: 1072.818604
	Iteration 1F: 3 clusters Score -7710561 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -7716669.000000 Penalty: 1072.818604
	Iteration 2F: 3 clusters Score -7716669 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -7725871.500000 Penalty: 1072.818604
	Iteration 3F: 3 clusters Score -7725872 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -7737240.500000 Penalty: 1072.818604
	Iteration 4F: 3 clusters Score -7737240 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7747166.500000 Penalty: 1072.818604
	Iteration 5F: 3 clusters Score -7747166 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -7752802.000000 Penalty: 1072.818604
	Iteration 6Q: 3 clusters Score -7752802 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7755063.000000 Penalty: 1072.818604
	Iteration 7Q: 3 clusters Score -7755063 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7755980.500000 Penalty: 1072.818604
	Iteration 8Q: 3 clusters Score -7755980 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7756351.500000 Penalty: 1072.818604
	Iteration 9Q: 3 clusters Score -7756352 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7756568.500000 Penalty: 1072.818604
	Iteration 10Q: 3 clusters Score -7756568 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7756736.000000 Penalty: 1072.818604
	Iteration 11Q: 3 clusters Score -7756736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7756820.500000 Penalty: 1072.818604
	Iteration 12Q: 3 clusters Score -7756820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131327 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7756864.000000 Penalty: 1072.818604
	Iteration 13Q: 3 clusters Score -7756864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7756931.500000 Penalty: 1072.818604
	Iteration 14Q: 3 clusters Score -7756932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7756980.000000 Penalty: 1072.818604
	Iteration 15Q: 3 clusters Score -7756980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131531 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7757007.000000 Penalty: 1072.818604
	Iteration 16Q: 3 clusters Score -7757007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7757049.500000 Penalty: 1072.818604
	Iteration 17Q: 3 clusters Score -7757050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7757086.000000 Penalty: 1072.818604
	Iteration 18Q: 3 clusters Score -7757086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7757103.500000 Penalty: 1072.818604
	Iteration 19Q: 3 clusters Score -7757104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7757133.000000 Penalty: 1072.818604
	Iteration 20F: 3 clusters Score -7757133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7757155.500000 Penalty: 1072.818604
	Iteration 21Q: 3 clusters Score -7757156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7757170.500000 Penalty: 1072.818604
	Iteration 22Q: 3 clusters Score -7757170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7757188.000000 Penalty: 1072.818604
	Iteration 23Q: 3 clusters Score -7757188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7757204.000000 Penalty: 1072.818604
	Iteration 24Q: 3 clusters Score -7757204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7757213.500000 Penalty: 1072.818604
	Iteration 25Q: 3 clusters Score -7757214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7757212.000000 Penalty: 1072.818604
	Iteration 26Q: 3 clusters Score -7757212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7757216.500000 Penalty: 1072.818604
	Iteration 27Q: 3 clusters Score -7757216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7757221.500000 Penalty: 1072.818604
	Iteration 28Q: 3 clusters Score -7757222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7757217.000000 Penalty: 1072.818604
	Iteration 29Q: 3 clusters Score -7757217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7757225.500000 Penalty: 1072.818604
	Iteration 30Q: 3 clusters Score -7757226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7757225.000000 Penalty: 1072.818604
	Iteration 31Q: 3 clusters Score -7757225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7757224.000000 Penalty: 1072.818604
	Iteration 32Q: 3 clusters Score -7757224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7757228.000000 Penalty: 1072.818604
	Iteration 33Q: 3 clusters Score -7757228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7757228.000000 Penalty: 1072.818604
	Iteration 34Q: 3 clusters Score -7757228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7757234.000000 Penalty: 1072.818604
	Iteration 35Q: 3 clusters Score -7757234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7757235.500000 Penalty: 1072.818604
	Iteration 36Q: 3 clusters Score -7757236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7757232.000000 Penalty: 1072.818604
	Iteration 37Q: 3 clusters Score -7757232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7757230.500000 Penalty: 1072.818604
	Iteration 38Q: 3 clusters Score -7757230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7757230.500000 Penalty: 1072.818604
	Iteration 39Q: 3 clusters Score -7757230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7757233.000000 Penalty: 1072.818604
	Iteration 40F: 3 clusters Score -7757233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7757235.000000 Penalty: 1072.818604
	Iteration 41Q: 3 clusters Score -7757235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7757236.500000 Penalty: 1072.818604
	Iteration 42Q: 3 clusters Score -7757236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7757241.500000 Penalty: 1072.818604
	Iteration 43Q: 3 clusters Score -7757242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7757236.500000 Penalty: 1072.818604
	Iteration 44Q: 3 clusters Score -7757236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7757237.000000 Penalty: 1072.818604
	Iteration 45Q: 3 clusters Score -7757237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7757243.000000 Penalty: 1072.818604
	Iteration 46Q: 3 clusters Score -7757243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131605 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7757253.500000 Penalty: 1072.818604
	Iteration 47Q: 3 clusters Score -7757254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131602 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7757252.000000 Penalty: 1072.818604
	Iteration 48Q: 3 clusters Score -7757252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131597 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7757245.500000 Penalty: 1072.818604
	Iteration 49Q: 3 clusters Score -7757246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7757249.000000 Penalty: 1072.818604
	Iteration 50Q: 3 clusters Score -7757249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7757250.000000 Penalty: 1072.818604
	Iteration 51Q: 3 clusters Score -7757250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7757259.000000 Penalty: 1072.818604
	Iteration 52Q: 3 clusters Score -7757259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7757265.500000 Penalty: 1072.818604
	Iteration 53Q: 3 clusters Score -7757266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7757280.500000 Penalty: 1072.818604
	Iteration 54Q: 3 clusters Score -7757280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7757284.000000 Penalty: 1072.818604
	Iteration 55Q: 3 clusters Score -7757284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7757302.000000 Penalty: 1072.818604
	Iteration 56Q: 3 clusters Score -7757302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7757303.500000 Penalty: 1072.818604
	Iteration 57Q: 3 clusters Score -7757304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7757304.500000 Penalty: 1072.818604
	Iteration 58Q: 3 clusters Score -7757304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131513 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7757305.000000 Penalty: 1072.818604
	Iteration 59Q: 3 clusters Score -7757305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7757311.500000 Penalty: 1072.818604
	Iteration 60F: 3 clusters Score -7757312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7757316.500000 Penalty: 1072.818604
	Iteration 61Q: 3 clusters Score -7757316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131495 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7757314.500000 Penalty: 1072.818604
	Iteration 62Q: 3 clusters Score -7757314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7757323.000000 Penalty: 1072.818604
	Iteration 63Q: 3 clusters Score -7757323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131472 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7757331.500000 Penalty: 1072.818604
	Iteration 64Q: 3 clusters Score -7757332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7757340.500000 Penalty: 1072.818604
	Iteration 65Q: 3 clusters Score -7757340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7757359.500000 Penalty: 1072.818604
	Iteration 66Q: 3 clusters Score -7757360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7757356.000000 Penalty: 1072.818604
	Iteration 67Q: 3 clusters Score -7757356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131443 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7757347.000000 Penalty: 1072.818604
	Iteration 68Q: 3 clusters Score -7757347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131445 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7757355.000000 Penalty: 1072.818604
	Iteration 69Q: 3 clusters Score -7757355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7757354.500000 Penalty: 1072.818604
	Iteration 70Q: 3 clusters Score -7757354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7757350.000000 Penalty: 1072.818604
	Iteration 71Q: 3 clusters Score -7757350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7757347.500000 Penalty: 1072.818604
	Iteration 72Q: 3 clusters Score -7757348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7757347.500000 Penalty: 1072.818604
	Iteration 73F: 3 clusters Score -7757348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Entering Unmasked Estep 
Score: -5685510.000000 Penalty: 521.031982
	Iteration 0F: 2 clusters Score -5685510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -5621933.000000 Penalty: 1042.063965
	Iteration 0F: 3 clusters Score -5621933 nChanged 45940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -5649487.500000 Penalty: 1042.063965
	Iteration 1F: 3 clusters Score -5649488 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -5650562.500000 Penalty: 1042.063965
	Iteration 2Q: 3 clusters Score -5650562 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -5652334.500000 Penalty: 1042.063965
	Iteration 3Q: 3 clusters Score -5652334 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -5655362.000000 Penalty: 1042.063965
	Iteration 4F: 3 clusters Score -5655362 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -5660685.500000 Penalty: 1042.063965
	Iteration 5F: 3 clusters Score -5660686 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -5667741.500000 Penalty: 1042.063965
	Iteration 6F: 3 clusters Score -5667742 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -5673630.000000 Penalty: 1042.063965
	Iteration 7F: 3 clusters Score -5673630 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -5677310.000000 Penalty: 1042.063965
	Iteration 8Q: 3 clusters Score -5677310 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -5679379.500000 Penalty: 1042.063965
	Iteration 9Q: 3 clusters Score -5679380 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
Score: -5680732.000000 Penalty: 1042.063965
	Iteration 10Q: 3 clusters Score -5680732 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -5681614.500000 Penalty: 1042.063965
	Iteration 11Q: 3 clusters Score -5681614 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -5682310.000000 Penalty: 1042.063965
	Iteration 12Q: 3 clusters Score -5682310 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -5682874.500000 Penalty: 1042.063965
	Iteration 13Q: 3 clusters Score -5682874 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -5683221.000000 Penalty: 1042.063965
	Iteration 14Q: 3 clusters Score -5683221 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -5683500.000000 Penalty: 1042.063965
	Iteration 15Q: 3 clusters Score -5683500 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -5683700.500000 Penalty: 1042.063965
	Iteration 16Q: 3 clusters Score -5683700 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -5683859.000000 Penalty: 1042.063965
	Iteration 17Q: 3 clusters Score -5683859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -5684077.000000 Penalty: 1042.063965
	Iteration 18Q: 3 clusters Score -5684077 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -5684249.500000 Penalty: 1042.063965
	Iteration 19Q: 3 clusters Score -5684250 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -5684421.000000 Penalty: 1042.063965
	Iteration 20F: 3 clusters Score -5684421 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -5684517.500000 Penalty: 1042.063965
	Iteration 21Q: 3 clusters Score -5684518 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -5684608.500000 Penalty: 1042.063965
	Iteration 22Q: 3 clusters Score -5684608 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -5684699.000000 Penalty: 1042.063965
	Iteration 23Q: 3 clusters Score -5684699 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -5684769.500000 Penalty: 1042.063965
	Iteration 24Q: 3 clusters Score -5684770 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 92607 members 
Entering Unmasked Estep 
Score: -5684804.500000 Penalty: 1042.063965
	Iteration 25Q: 3 clusters Score -5684804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -5684842.500000 Penalty: 1042.063965
	Iteration 26Q: 3 clusters Score -5684842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -5684874.000000 Penalty: 1042.063965
	Iteration 27Q: 3 clusters Score -5684874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -5684912.500000 Penalty: 1042.063965
	Iteration 28Q: 3 clusters Score -5684912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -5684944.500000 Penalty: 1042.063965
	Iteration 29Q: 3 clusters Score -5684944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -5684972.000000 Penalty: 1042.063965
	Iteration 30Q: 3 clusters Score -5684972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -5684981.000000 Penalty: 1042.063965
	Iteration 31Q: 3 clusters Score -5684981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -5684982.000000 Penalty: 1042.063965
	Iteration 32Q: 3 clusters Score -5684982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -5685000.000000 Penalty: 1042.063965
	Iteration 33Q: 3 clusters Score -5685000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -5685014.500000 Penalty: 1042.063965
	Iteration 34Q: 3 clusters Score -5685014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -5685028.500000 Penalty: 1042.063965
	Iteration 35Q: 3 clusters Score -5685028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -5685034.500000 Penalty: 1042.063965
	Iteration 36Q: 3 clusters Score -5685034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -5685042.000000 Penalty: 1042.063965
	Iteration 37Q: 3 clusters Score -5685042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -5685041.500000 Penalty: 1042.063965
	Iteration 38Q: 3 clusters Score -5685042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -5685043.000000 Penalty: 1042.063965
	Iteration 39Q: 3 clusters Score -5685043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -5685047.000000 Penalty: 1042.063965
	Iteration 40F: 3 clusters Score -5685047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -5685046.000000 Penalty: 1042.063965
	Iteration 41Q: 3 clusters Score -5685046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -5685051.500000 Penalty: 1042.063965
	Iteration 42Q: 3 clusters Score -5685052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -5685054.500000 Penalty: 1042.063965
	Iteration 43Q: 3 clusters Score -5685054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -5685057.500000 Penalty: 1042.063965
	Iteration 44Q: 3 clusters Score -5685058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -5685064.000000 Penalty: 1042.063965
	Iteration 45Q: 3 clusters Score -5685064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -5685067.000000 Penalty: 1042.063965
	Iteration 46Q: 3 clusters Score -5685067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -5685065.500000 Penalty: 1042.063965
	Iteration 47Q: 3 clusters Score -5685066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -5685062.000000 Penalty: 1042.063965
	Iteration 48Q: 3 clusters Score -5685062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -5685063.000000 Penalty: 1042.063965
	Iteration 49Q: 3 clusters Score -5685063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -5685067.000000 Penalty: 1042.063965
	Iteration 50Q: 3 clusters Score -5685067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -5685073.000000 Penalty: 1042.063965
	Iteration 51Q: 3 clusters Score -5685073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -5685077.000000 Penalty: 1042.063965
	Iteration 52Q: 3 clusters Score -5685077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -5685081.000000 Penalty: 1042.063965
	Iteration 53Q: 3 clusters Score -5685081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -5685081.000000 Penalty: 1042.063965
	Iteration 54Q: 3 clusters Score -5685081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -5685080.000000 Penalty: 1042.063965
	Iteration 55Q: 3 clusters Score -5685080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -5685088.000000 Penalty: 1042.063965
	Iteration 56Q: 3 clusters Score -5685088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -5685087.500000 Penalty: 1042.063965
	Iteration 57Q: 3 clusters Score -5685088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -5685088.000000 Penalty: 1042.063965
	Iteration 58Q: 3 clusters Score -5685088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -5685095.000000 Penalty: 1042.063965
	Iteration 59Q: 3 clusters Score -5685095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -5685086.000000 Penalty: 1042.063965
	Iteration 60F: 3 clusters Score -5685086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -5685085.500000 Penalty: 1042.063965
	Iteration 61Q: 3 clusters Score -5685086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -5685099.500000 Penalty: 1042.063965
	Iteration 62Q: 3 clusters Score -5685100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -5685094.000000 Penalty: 1042.063965
	Iteration 63Q: 3 clusters Score -5685094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -5685101.000000 Penalty: 1042.063965
	Iteration 64Q: 3 clusters Score -5685101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -5685095.000000 Penalty: 1042.063965
	Iteration 65Q: 3 clusters Score -5685095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -5685099.000000 Penalty: 1042.063965
	Iteration 66Q: 3 clusters Score -5685099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -5685098.500000 Penalty: 1042.063965
	Iteration 67Q: 3 clusters Score -5685098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -5685101.500000 Penalty: 1042.063965
	Iteration 68Q: 3 clusters Score -5685102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -5685099.000000 Penalty: 1042.063965
	Iteration 69Q: 3 clusters Score -5685099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -5685103.000000 Penalty: 1042.063965
	Iteration 70Q: 3 clusters Score -5685103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -5685100.500000 Penalty: 1042.063965
	Iteration 71Q: 3 clusters Score -5685100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -5685104.000000 Penalty: 1042.063965
	Iteration 72Q: 3 clusters Score -5685104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -5685101.500000 Penalty: 1042.063965
	Iteration 73Q: 3 clusters Score -5685102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -5685107.500000 Penalty: 1042.063965
	Iteration 74Q: 3 clusters Score -5685108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -5685106.000000 Penalty: 1042.063965
	Iteration 75Q: 3 clusters Score -5685106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -5685103.500000 Penalty: 1042.063965
	Iteration 76Q: 3 clusters Score -5685104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -5685102.000000 Penalty: 1042.063965
	Iteration 77Q: 3 clusters Score -5685102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -5685104.000000 Penalty: 1042.063965
	Iteration 78Q: 3 clusters Score -5685104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -5685104.000000 Penalty: 1042.063965
	Iteration 79Q: 3 clusters Score -5685104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -5685104.000000 Penalty: 1042.063965
	Iteration 80F: 3 clusters Score -5685104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -5685105.000000 Penalty: 1042.063965
	Iteration 81Q: 3 clusters Score -5685105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -5685105.000000 Penalty: 1042.063965
	Iteration 82F: 3 clusters Score -5685105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -892474.687500 Penalty: 436.572083
	Iteration 0F: 2 clusters Score -892474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -882711.187500 Penalty: 873.144165
	Iteration 0F: 3 clusters Score -882711.2 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -886720.187500 Penalty: 873.144165
	Iteration 1F: 3 clusters Score -886720.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -886967.500000 Penalty: 873.144165
	Iteration 2Q: 3 clusters Score -886967.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -887255.625000 Penalty: 873.144165
	Iteration 3Q: 3 clusters Score -887255.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -887602.375000 Penalty: 873.144165
	Iteration 4Q: 3 clusters Score -887602.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -887955.312500 Penalty: 873.144165
	Iteration 5Q: 3 clusters Score -887955.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -888340.250000 Penalty: 873.144165
	Iteration 6Q: 3 clusters Score -888340.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -888771.875000 Penalty: 873.144165
	Iteration 7F: 3 clusters Score -888771.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -889260.687500 Penalty: 873.144165
	Iteration 8Q: 3 clusters Score -889260.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -889699.062500 Penalty: 873.144165
	Iteration 9Q: 3 clusters Score -889699.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -890041.812500 Penalty: 873.144165
	Iteration 10Q: 3 clusters Score -890041.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -890279.500000 Penalty: 873.144165
	Iteration 11Q: 3 clusters Score -890279.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -890430.875000 Penalty: 873.144165
	Iteration 12Q: 3 clusters Score -890430.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -890541.687500 Penalty: 873.144165
	Iteration 13Q: 3 clusters Score -890541.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -890623.125000 Penalty: 873.144165
	Iteration 14Q: 3 clusters Score -890623.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -890688.437500 Penalty: 873.144165
	Iteration 15Q: 3 clusters Score -890688.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -890760.875000 Penalty: 873.144165
	Iteration 16Q: 3 clusters Score -890760.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -890823.875000 Penalty: 873.144165
	Iteration 17Q: 3 clusters Score -890823.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -890886.687500 Penalty: 873.144165
	Iteration 18Q: 3 clusters Score -890886.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -890935.687500 Penalty: 873.144165
	Iteration 19Q: 3 clusters Score -890935.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -890985.375000 Penalty: 873.144165
	Iteration 20F: 3 clusters Score -890985.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -891034.000000 Penalty: 873.144165
	Iteration 21Q: 3 clusters Score -891034 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -891082.187500 Penalty: 873.144165
	Iteration 22Q: 3 clusters Score -891082.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -891124.687500 Penalty: 873.144165
	Iteration 23Q: 3 clusters Score -891124.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -891168.062500 Penalty: 873.144165
	Iteration 24Q: 3 clusters Score -891168.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -891201.375000 Penalty: 873.144165
	Iteration 25Q: 3 clusters Score -891201.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -891247.875000 Penalty: 873.144165
	Iteration 26Q: 3 clusters Score -891247.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -891292.187500 Penalty: 873.144165
	Iteration 27Q: 3 clusters Score -891292.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -891344.062500 Penalty: 873.144165
	Iteration 28Q: 3 clusters Score -891344.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -891399.000000 Penalty: 873.144165
	Iteration 29Q: 3 clusters Score -891399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -891449.687500 Penalty: 873.144165
	Iteration 30Q: 3 clusters Score -891449.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -891502.500000 Penalty: 873.144165
	Iteration 31Q: 3 clusters Score -891502.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -891563.375000 Penalty: 873.144165
	Iteration 32Q: 3 clusters Score -891563.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -891612.375000 Penalty: 873.144165
	Iteration 33Q: 3 clusters Score -891612.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -891662.875000 Penalty: 873.144165
	Iteration 34Q: 3 clusters Score -891662.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -891718.687500 Penalty: 873.144165
	Iteration 35Q: 3 clusters Score -891718.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -891768.625000 Penalty: 873.144165
	Iteration 36Q: 3 clusters Score -891768.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -891810.687500 Penalty: 873.144165
	Iteration 37Q: 3 clusters Score -891810.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -891844.312500 Penalty: 873.144165
	Iteration 38Q: 3 clusters Score -891844.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -891883.000000 Penalty: 873.144165
	Iteration 39Q: 3 clusters Score -891883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -891929.875000 Penalty: 873.144165
	Iteration 40F: 3 clusters Score -891929.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -891974.625000 Penalty: 873.144165
	Iteration 41Q: 3 clusters Score -891974.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -892013.562500 Penalty: 873.144165
	Iteration 42Q: 3 clusters Score -892013.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -892041.312500 Penalty: 873.144165
	Iteration 43Q: 3 clusters Score -892041.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -892058.125000 Penalty: 873.144165
	Iteration 44Q: 3 clusters Score -892058.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -892072.312500 Penalty: 873.144165
	Iteration 45Q: 3 clusters Score -892072.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -892082.875000 Penalty: 873.144165
	Iteration 46Q: 3 clusters Score -892082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -892094.437500 Penalty: 873.144165
	Iteration 47Q: 3 clusters Score -892094.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -892101.125000 Penalty: 873.144165
	Iteration 48Q: 3 clusters Score -892101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -892106.937500 Penalty: 873.144165
	Iteration 49Q: 3 clusters Score -892106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -892114.687500 Penalty: 873.144165
	Iteration 50Q: 3 clusters Score -892114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -892121.375000 Penalty: 873.144165
	Iteration 51Q: 3 clusters Score -892121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -892127.000000 Penalty: 873.144165
	Iteration 52Q: 3 clusters Score -892127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -892131.687500 Penalty: 873.144165
	Iteration 53Q: 3 clusters Score -892131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -892136.812500 Penalty: 873.144165
	Iteration 54Q: 3 clusters Score -892136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -892138.812500 Penalty: 873.144165
	Iteration 55Q: 3 clusters Score -892138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -892139.250000 Penalty: 873.144165
	Iteration 56Q: 3 clusters Score -892139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -892141.500000 Penalty: 873.144165
	Iteration 57Q: 3 clusters Score -892141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -892141.750000 Penalty: 873.144165
	Iteration 58Q: 3 clusters Score -892141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -892141.750000 Penalty: 873.144165
	Iteration 59F: 3 clusters Score -892141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11732.909180 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11732.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11456.783203 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -11456.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11534.397461 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -11534.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11571.135742 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11571.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11572.753906 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11572.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11573.956055 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11573.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11574.705078 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11574.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11575.242188 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -11575.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11575.242188 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -11575.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5988.874512 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5988.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5772.769531 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5772.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5897.976562 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5897.977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5944.098633 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5944.099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5954.720703 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5954.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5958.832520 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -5958.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5958.832520 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -5958.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -540416.937500 Penalty: 414.043427
	Iteration 0F: 2 clusters Score -540416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -534365.125000 Penalty: 828.086853
	Iteration 0F: 3 clusters Score -534365.1 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -537020.000000 Penalty: 828.086853
	Iteration 1F: 3 clusters Score -537020 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -537319.500000 Penalty: 828.086853
	Iteration 2F: 3 clusters Score -537319.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -537658.000000 Penalty: 828.086853
	Iteration 3F: 3 clusters Score -537658 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -538083.125000 Penalty: 828.086853
	Iteration 4F: 3 clusters Score -538083.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -538542.437500 Penalty: 828.086853
	Iteration 5F: 3 clusters Score -538542.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -538944.500000 Penalty: 828.086853
	Iteration 6F: 3 clusters Score -538944.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -539200.687500 Penalty: 828.086853
	Iteration 7Q: 3 clusters Score -539200.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -539335.125000 Penalty: 828.086853
	Iteration 8Q: 3 clusters Score -539335.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -539399.812500 Penalty: 828.086853
	Iteration 9Q: 3 clusters Score -539399.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -539448.000000 Penalty: 828.086853
	Iteration 10Q: 3 clusters Score -539448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -539505.875000 Penalty: 828.086853
	Iteration 11Q: 3 clusters Score -539505.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -539560.750000 Penalty: 828.086853
	Iteration 12Q: 3 clusters Score -539560.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -539621.937500 Penalty: 828.086853
	Iteration 13Q: 3 clusters Score -539621.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -539675.625000 Penalty: 828.086853
	Iteration 14Q: 3 clusters Score -539675.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -539719.812500 Penalty: 828.086853
	Iteration 15Q: 3 clusters Score -539719.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -539755.500000 Penalty: 828.086853
	Iteration 16Q: 3 clusters Score -539755.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -539781.437500 Penalty: 828.086853
	Iteration 17Q: 3 clusters Score -539781.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -539794.500000 Penalty: 828.086853
	Iteration 18Q: 3 clusters Score -539794.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -539801.937500 Penalty: 828.086853
	Iteration 19Q: 3 clusters Score -539801.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -539811.437500 Penalty: 828.086853
	Iteration 20F: 3 clusters Score -539811.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -539823.250000 Penalty: 828.086853
	Iteration 21Q: 3 clusters Score -539823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -539833.625000 Penalty: 828.086853
	Iteration 22Q: 3 clusters Score -539833.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -539841.500000 Penalty: 828.086853
	Iteration 23Q: 3 clusters Score -539841.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -539846.750000 Penalty: 828.086853
	Iteration 24Q: 3 clusters Score -539846.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -539850.812500 Penalty: 828.086853
	Iteration 25Q: 3 clusters Score -539850.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -539856.187500 Penalty: 828.086853
	Iteration 26Q: 3 clusters Score -539856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -539858.625000 Penalty: 828.086853
	Iteration 27Q: 3 clusters Score -539858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -539860.375000 Penalty: 828.086853
	Iteration 28Q: 3 clusters Score -539860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -539861.000000 Penalty: 828.086853
	Iteration 29Q: 3 clusters Score -539861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -539861.875000 Penalty: 828.086853
	Iteration 30Q: 3 clusters Score -539861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -539863.000000 Penalty: 828.086853
	Iteration 31Q: 3 clusters Score -539863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -539865.750000 Penalty: 828.086853
	Iteration 32Q: 3 clusters Score -539865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -539867.187500 Penalty: 828.086853
	Iteration 33Q: 3 clusters Score -539867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -539870.000000 Penalty: 828.086853
	Iteration 34Q: 3 clusters Score -539870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -539873.000000 Penalty: 828.086853
	Iteration 35Q: 3 clusters Score -539873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -539875.437500 Penalty: 828.086853
	Iteration 36Q: 3 clusters Score -539875.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -539879.812500 Penalty: 828.086853
	Iteration 37Q: 3 clusters Score -539879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -539880.312500 Penalty: 828.086853
	Iteration 38Q: 3 clusters Score -539880.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -539881.500000 Penalty: 828.086853
	Iteration 39Q: 3 clusters Score -539881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -539883.375000 Penalty: 828.086853
	Iteration 40F: 3 clusters Score -539883.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -539884.625000 Penalty: 828.086853
	Iteration 41Q: 3 clusters Score -539884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -539885.937500 Penalty: 828.086853
	Iteration 42Q: 3 clusters Score -539885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -539885.875000 Penalty: 828.086853
	Iteration 43Q: 3 clusters Score -539885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -539885.375000 Penalty: 828.086853
	Iteration 44Q: 3 clusters Score -539885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -539887.062500 Penalty: 828.086853
	Iteration 45Q: 3 clusters Score -539887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -539886.937500 Penalty: 828.086853
	Iteration 46Q: 3 clusters Score -539886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -539886.562500 Penalty: 828.086853
	Iteration 47Q: 3 clusters Score -539886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -539887.750000 Penalty: 828.086853
	Iteration 48Q: 3 clusters Score -539887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -539888.062500 Penalty: 828.086853
	Iteration 49Q: 3 clusters Score -539888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -539888.125000 Penalty: 828.086853
	Iteration 50Q: 3 clusters Score -539888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -539889.375000 Penalty: 828.086853
	Iteration 51Q: 3 clusters Score -539889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -539889.750000 Penalty: 828.086853
	Iteration 52Q: 3 clusters Score -539889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -539890.187500 Penalty: 828.086853
	Iteration 53Q: 3 clusters Score -539890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -539891.312500 Penalty: 828.086853
	Iteration 54Q: 3 clusters Score -539891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -539891.562500 Penalty: 828.086853
	Iteration 55Q: 3 clusters Score -539891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -539891.250000 Penalty: 828.086853
	Iteration 56Q: 3 clusters Score -539891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -539892.562500 Penalty: 828.086853
	Iteration 57Q: 3 clusters Score -539892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -539892.250000 Penalty: 828.086853
	Iteration 58Q: 3 clusters Score -539892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -539892.437500 Penalty: 828.086853
	Iteration 59Q: 3 clusters Score -539892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -539892.500000 Penalty: 828.086853
	Iteration 60F: 3 clusters Score -539892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -539893.000000 Penalty: 828.086853
	Iteration 61Q: 3 clusters Score -539893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -539893.812500 Penalty: 828.086853
	Iteration 62Q: 3 clusters Score -539893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -539894.312500 Penalty: 828.086853
	Iteration 63Q: 3 clusters Score -539894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -539894.875000 Penalty: 828.086853
	Iteration 64Q: 3 clusters Score -539894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -539894.500000 Penalty: 828.086853
	Iteration 65Q: 3 clusters Score -539894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -539894.625000 Penalty: 828.086853
	Iteration 66Q: 3 clusters Score -539894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -539895.812500 Penalty: 828.086853
	Iteration 67Q: 3 clusters Score -539895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -539895.625000 Penalty: 828.086853
	Iteration 68Q: 3 clusters Score -539895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -539896.250000 Penalty: 828.086853
	Iteration 69Q: 3 clusters Score -539896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -539896.312500 Penalty: 828.086853
	Iteration 70Q: 3 clusters Score -539896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -539896.562500 Penalty: 828.086853
	Iteration 71Q: 3 clusters Score -539896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -539896.500000 Penalty: 828.086853
	Iteration 72Q: 3 clusters Score -539896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -539897.937500 Penalty: 828.086853
	Iteration 73Q: 3 clusters Score -539897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -539898.250000 Penalty: 828.086853
	Iteration 74Q: 3 clusters Score -539898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -539898.250000 Penalty: 828.086853
	Iteration 75Q: 3 clusters Score -539898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -539898.687500 Penalty: 828.086853
	Iteration 76Q: 3 clusters Score -539898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -539900.062500 Penalty: 828.086853
	Iteration 77Q: 3 clusters Score -539900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -539899.625000 Penalty: 828.086853
	Iteration 78Q: 3 clusters Score -539899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -539898.937500 Penalty: 828.086853
	Iteration 79Q: 3 clusters Score -539898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -539899.000000 Penalty: 828.086853
	Iteration 80F: 3 clusters Score -539899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Entering Unmasked Estep 
Score: -4374528.500000 Penalty: 509.454529
	Iteration 0F: 2 clusters Score -4374528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4325509.000000 Penalty: 1018.909058
	Iteration 0F: 3 clusters Score -4325509 nChanged 35400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4346770.500000 Penalty: 1018.909058
	Iteration 1F: 3 clusters Score -4346770 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4348071.500000 Penalty: 1018.909058
	Iteration 2Q: 3 clusters Score -4348072 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4350470.500000 Penalty: 1018.909058
	Iteration 3F: 3 clusters Score -4350470 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4354105.000000 Penalty: 1018.909058
	Iteration 4F: 3 clusters Score -4354105 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4357968.500000 Penalty: 1018.909058
	Iteration 5F: 3 clusters Score -4357968 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4360106.000000 Penalty: 1018.909058
	Iteration 6F: 3 clusters Score -4360106 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4360671.500000 Penalty: 1018.909058
	Iteration 7Q: 3 clusters Score -4360672 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4360820.500000 Penalty: 1018.909058
	Iteration 8Q: 3 clusters Score -4360820 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4360937.000000 Penalty: 1018.909058
	Iteration 9Q: 3 clusters Score -4360937 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4361004.500000 Penalty: 1018.909058
	Iteration 10Q: 3 clusters Score -4361004 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4361118.000000 Penalty: 1018.909058
	Iteration 11Q: 3 clusters Score -4361118 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4361287.000000 Penalty: 1018.909058
	Iteration 12Q: 3 clusters Score -4361287 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4361421.500000 Penalty: 1018.909058
	Iteration 13Q: 3 clusters Score -4361422 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4361640.000000 Penalty: 1018.909058
	Iteration 14Q: 3 clusters Score -4361640 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4361878.000000 Penalty: 1018.909058
	Iteration 15Q: 3 clusters Score -4361878 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4362160.000000 Penalty: 1018.909058
	Iteration 16Q: 3 clusters Score -4362160 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4362479.000000 Penalty: 1018.909058
	Iteration 17Q: 3 clusters Score -4362479 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4362872.000000 Penalty: 1018.909058
	Iteration 18Q: 3 clusters Score -4362872 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4363325.000000 Penalty: 1018.909058
	Iteration 19Q: 3 clusters Score -4363325 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4363818.500000 Penalty: 1018.909058
	Iteration 20F: 3 clusters Score -4363818 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -4364444.500000 Penalty: 1018.909058
	Iteration 21Q: 3 clusters Score -4364444 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4365193.500000 Penalty: 1018.909058
	Iteration 22Q: 3 clusters Score -4365194 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4365971.500000 Penalty: 1018.909058
	Iteration 23Q: 3 clusters Score -4365972 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4366789.000000 Penalty: 1018.909058
	Iteration 24Q: 3 clusters Score -4366789 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -4367685.000000 Penalty: 1018.909058
	Iteration 25Q: 3 clusters Score -4367685 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4368621.500000 Penalty: 1018.909058
	Iteration 26Q: 3 clusters Score -4368622 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4369592.000000 Penalty: 1018.909058
	Iteration 27Q: 3 clusters Score -4369592 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4370535.000000 Penalty: 1018.909058
	Iteration 28Q: 3 clusters Score -4370535 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4371479.500000 Penalty: 1018.909058
	Iteration 29Q: 3 clusters Score -4371480 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4372310.000000 Penalty: 1018.909058
	Iteration 30Q: 3 clusters Score -4372310 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4372977.500000 Penalty: 1018.909058
	Iteration 31Q: 3 clusters Score -4372978 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4373520.500000 Penalty: 1018.909058
	Iteration 32Q: 3 clusters Score -4373520 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4373842.000000 Penalty: 1018.909058
	Iteration 33Q: 3 clusters Score -4373842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4373981.000000 Penalty: 1018.909058
	Iteration 34Q: 3 clusters Score -4373981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4374037.500000 Penalty: 1018.909058
	Iteration 35Q: 3 clusters Score -4374038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4374048.500000 Penalty: 1018.909058
	Iteration 36Q: 3 clusters Score -4374048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4374058.500000 Penalty: 1018.909058
	Iteration 37Q: 3 clusters Score -4374058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4374067.500000 Penalty: 1018.909058
	Iteration 38Q: 3 clusters Score -4374068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4374066.500000 Penalty: 1018.909058
	Iteration 39Q: 3 clusters Score -4374066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4374072.000000 Penalty: 1018.909058
	Iteration 40F: 3 clusters Score -4374072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4374069.000000 Penalty: 1018.909058
	Iteration 41Q: 3 clusters Score -4374069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4374073.500000 Penalty: 1018.909058
	Iteration 42Q: 3 clusters Score -4374074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4374072.000000 Penalty: 1018.909058
	Iteration 43Q: 3 clusters Score -4374072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4374072.000000 Penalty: 1018.909058
	Iteration 44F: 3 clusters Score -4374072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (122507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Entering Unmasked Estep 
Score: -7384187.000000 Penalty: 533.074524
	Iteration 0F: 2 clusters Score -7384187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -7302640.500000 Penalty: 1066.149048
	Iteration 0F: 3 clusters Score -7302640 nChanged 59926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -7338237.000000 Penalty: 1066.149048
	Iteration 1F: 3 clusters Score -7338237 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -7339473.500000 Penalty: 1066.149048
	Iteration 2Q: 3 clusters Score -7339474 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -7340991.500000 Penalty: 1066.149048
	Iteration 3Q: 3 clusters Score -7340992 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -7343260.000000 Penalty: 1066.149048
	Iteration 4Q: 3 clusters Score -7343260 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -7346795.500000 Penalty: 1066.149048
	Iteration 5Q: 3 clusters Score -7346796 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -7351857.500000 Penalty: 1066.149048
	Iteration 6F: 3 clusters Score -7351858 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7357714 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7361752 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -7363245.500000 Penalty: 1066.149048
	Iteration 9Q: 3 clusters Score -7363246 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7363757 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -7364012.500000 Penalty: 1066.149048
	Iteration 11Q: 3 clusters Score -7364012 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -7364189.500000 Penalty: 1066.149048
	Iteration 12Q: 3 clusters Score -7364190 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -7364470.500000 Penalty: 1066.149048
	Iteration 13Q: 3 clusters Score -7364470 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7364709 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7364937 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -7365206.000000 Penalty: 1066.149048
	Iteration 16Q: 3 clusters Score -7365206 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -7365512.000000 Penalty: 1066.149048
	Iteration 17Q: 3 clusters Score -7365512 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7365870 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -7366302.000000 Penalty: 1066.149048
	Iteration 19Q: 3 clusters Score -7366302 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -7366725.500000 Penalty: 1066.149048
	Iteration 20F: 3 clusters Score -7366726 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -7367262.000000 Penalty: 1066.149048
	Iteration 21Q: 3 clusters Score -7367262 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -7367858.500000 Penalty: 1066.149048
	Iteration 22Q: 3 clusters Score -7367858 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -7368447.500000 Penalty: 1066.149048
	Iteration 23Q: 3 clusters Score -7368448 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -7369060.000000 Penalty: 1066.149048
	Iteration 24Q: 3 clusters Score -7369060 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7369800 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7370663 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7371491 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7372266 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -7373194.000000 Penalty: 1066.149048
	Iteration 29Q: 3 clusters Score -7373194 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7374167 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -7375260.500000 Penalty: 1066.149048
	Iteration 31Q: 3 clusters Score -7375260 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -7376587.000000 Penalty: 1066.149048
	Iteration 32Q: 3 clusters Score -7376587 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -7377970.500000 Penalty: 1066.149048
	Iteration 33Q: 3 clusters Score -7377970 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -7379266.500000 Penalty: 1066.149048
	Iteration 34Q: 3 clusters Score -7379266 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -7380498.500000 Penalty: 1066.149048
	Iteration 35Q: 3 clusters Score -7380498 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -7381357.000000 Penalty: 1066.149048
	Iteration 36Q: 3 clusters Score -7381357 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -7382059.000000 Penalty: 1066.149048
	Iteration 37Q: 3 clusters Score -7382059 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -7382569.500000 Penalty: 1066.149048
	Iteration 38Q: 3 clusters Score -7382570 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 112827 members 
Entering Unmasked Estep 
Score: -7382981.500000 Penalty: 1066.149048
	Iteration 39Q: 3 clusters Score -7382982 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 113151 members 
Entering Unmasked Estep 
Score: -7383264.000000 Penalty: 1066.149048
	Iteration 40F: 3 clusters Score -7383264 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -7383441.000000 Penalty: 1066.149048
	Iteration 41Q: 3 clusters Score -7383441 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -7383645.000000 Penalty: 1066.149048
	Iteration 42Q: 3 clusters Score -7383645 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -7383804.500000 Penalty: 1066.149048
	Iteration 43Q: 3 clusters Score -7383804 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -7383965.000000 Penalty: 1066.149048
	Iteration 44Q: 3 clusters Score -7383965 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -7384041.000000 Penalty: 1066.149048
	Iteration 45Q: 3 clusters Score -7384041 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -7384078.500000 Penalty: 1066.149048
	Iteration 46Q: 3 clusters Score -7384078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -7384110.500000 Penalty: 1066.149048
	Iteration 47Q: 3 clusters Score -7384110 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -7384132.500000 Penalty: 1066.149048
	Iteration 48Q: 3 clusters Score -7384132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 114210 members 
Entering Unmasked Estep 
Score: -7384142.000000 Penalty: 1066.149048
	Iteration 49Q: 3 clusters Score -7384142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -7384168.500000 Penalty: 1066.149048
	Iteration 50Q: 3 clusters Score -7384168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -7384185.500000 Penalty: 1066.149048
	Iteration 51Q: 3 clusters Score -7384186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -7384182.000000 Penalty: 1066.149048
	Iteration 52Q: 3 clusters Score -7384182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -7384156.500000 Penalty: 1066.149048
	Iteration 53Q: 3 clusters Score -7384156 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -7384145.000000 Penalty: 1066.149048
	Iteration 54Q: 3 clusters Score -7384145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -7384151.000000 Penalty: 1066.149048
	Iteration 55Q: 3 clusters Score -7384151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7384151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -7384156.500000 Penalty: 1066.149048
	Iteration 57Q: 3 clusters Score -7384156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -7384164.000000 Penalty: 1066.149048
	Iteration 58Q: 3 clusters Score -7384164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -7384153.000000 Penalty: 1066.149048
	Iteration 59Q: 3 clusters Score -7384153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -7384141.000000 Penalty: 1066.149048
	Iteration 60F: 3 clusters Score -7384141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -7384119.500000 Penalty: 1066.149048
	Iteration 61Q: 3 clusters Score -7384120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -7384094.000000 Penalty: 1066.149048
	Iteration 62Q: 3 clusters Score -7384094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -7384088.000000 Penalty: 1066.149048
	Iteration 63Q: 3 clusters Score -7384088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -7384093.500000 Penalty: 1066.149048
	Iteration 64Q: 3 clusters Score -7384094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -7384100.500000 Penalty: 1066.149048
	Iteration 65Q: 3 clusters Score -7384100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -7384105.500000 Penalty: 1066.149048
	Iteration 66Q: 3 clusters Score -7384106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -7384103.500000 Penalty: 1066.149048
	Iteration 67Q: 3 clusters Score -7384104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -7384091.500000 Penalty: 1066.149048
	Iteration 68Q: 3 clusters Score -7384092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 115569 members 
Entering Unmasked Estep 
Score: -7384083.500000 Penalty: 1066.149048
	Iteration 69Q: 3 clusters Score -7384084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -7384095.000000 Penalty: 1066.149048
	Iteration 70Q: 3 clusters Score -7384095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -7384089.000000 Penalty: 1066.149048
	Iteration 71Q: 3 clusters Score -7384089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -7384080.000000 Penalty: 1066.149048
	Iteration 72Q: 3 clusters Score -7384080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -7384072.000000 Penalty: 1066.149048
	Iteration 73Q: 3 clusters Score -7384072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -7384069.000000 Penalty: 1066.149048
	Iteration 74Q: 3 clusters Score -7384069 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -7384064.000000 Penalty: 1066.149048
	Iteration 75Q: 3 clusters Score -7384064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7384064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -7384058.000000 Penalty: 1066.149048
	Iteration 77Q: 3 clusters Score -7384058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -7384050.000000 Penalty: 1066.149048
	Iteration 78Q: 3 clusters Score -7384050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -7384051.500000 Penalty: 1066.149048
	Iteration 79Q: 3 clusters Score -7384052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -7384053.500000 Penalty: 1066.149048
	Iteration 80F: 3 clusters Score -7384054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 115949 members 
Entering Unmasked Estep 
Score: -7384047.000000 Penalty: 1066.149048
	Iteration 81Q: 3 clusters Score -7384047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7384050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7384052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7384053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -7384041.500000 Penalty: 1066.149048
	Iteration 85Q: 3 clusters Score -7384042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -7384049.000000 Penalty: 1066.149048
	Iteration 86Q: 3 clusters Score -7384049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7384051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7384050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7384050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -7384034.500000 Penalty: 1066.149048
	Iteration 90Q: 3 clusters Score -7384034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -7384032.500000 Penalty: 1066.149048
	Iteration 91Q: 3 clusters Score -7384032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -7384023.500000 Penalty: 1066.149048
	Iteration 92Q: 3 clusters Score -7384024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 116365 members 
Entering Unmasked Estep 
Score: -7384026.000000 Penalty: 1066.149048
	Iteration 93Q: 3 clusters Score -7384026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -7384033.500000 Penalty: 1066.149048
	Iteration 94Q: 3 clusters Score -7384034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -7384025.000000 Penalty: 1066.149048
	Iteration 95Q: 3 clusters Score -7384025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -7384027.000000 Penalty: 1066.149048
	Iteration 96Q: 3 clusters Score -7384027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -7384020.500000 Penalty: 1066.149048
	Iteration 97Q: 3 clusters Score -7384020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -7384018.500000 Penalty: 1066.149048
	Iteration 98Q: 3 clusters Score -7384018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -7384023.500000 Penalty: 1066.149048
	Iteration 99Q: 3 clusters Score -7384024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -7384032.500000 Penalty: 1066.149048
	Iteration 100F: 3 clusters Score -7384032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -7384041.500000 Penalty: 1066.149048
	Iteration 101Q: 3 clusters Score -7384042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 116693 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7384046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 116724 members 
Entering Unmasked Estep 
Score: -7384040.500000 Penalty: 1066.149048
	Iteration 103Q: 3 clusters Score -7384040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 116758 members 
Entering Unmasked Estep 
Score: -7384036.500000 Penalty: 1066.149048
	Iteration 104Q: 3 clusters Score -7384036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7384012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 116823 members 
Entering Unmasked Estep 
Score: -7384004.000000 Penalty: 1066.149048
	Iteration 106Q: 3 clusters Score -7384004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7384000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7383996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7383991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7383988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7383984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7383990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7383982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 116973 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7383982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7383976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7383968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 117009 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7383957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7383964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7383974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -7383979.000000 Penalty: 1066.149048
	Iteration 120F: 3 clusters Score -7383979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7383983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -7383981.000000 Penalty: 1066.149048
	Iteration 122Q: 3 clusters Score -7383981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7383978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7383975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7383988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7383980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7383980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -7383956.000000 Penalty: 1066.149048
	Iteration 128Q: 3 clusters Score -7383956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7383951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7383928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -7383930.000000 Penalty: 1066.149048
	Iteration 131Q: 3 clusters Score -7383930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -7383923.000000 Penalty: 1066.149048
	Iteration 132Q: 3 clusters Score -7383923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7383912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -7383924.000000 Penalty: 1066.149048
	Iteration 134Q: 3 clusters Score -7383924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7383924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -7383919.000000 Penalty: 1066.149048
	Iteration 136Q: 3 clusters Score -7383919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 117928 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7383920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -7383907.000000 Penalty: 1066.149048
	Iteration 138Q: 3 clusters Score -7383907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -7383914.500000 Penalty: 1066.149048
	Iteration 139Q: 3 clusters Score -7383914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7383914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7383888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7383872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -7383854.000000 Penalty: 1066.149048
	Iteration 143Q: 3 clusters Score -7383854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7383856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -7383849.500000 Penalty: 1066.149048
	Iteration 145Q: 3 clusters Score -7383850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -7383847.000000 Penalty: 1066.149048
	Iteration 146Q: 3 clusters Score -7383847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7383858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7383849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7383888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7383888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 118913 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7383886 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7383874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7383882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7383892 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7383882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7383884 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7383880 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7383880 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7383862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7383850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7383850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7383861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7383874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -7383876.000000 Penalty: 1066.149048
	Iteration 164Q: 3 clusters Score -7383876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7383878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 119916 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7383864 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7383864 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7383862 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 120048 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7383852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7383865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7383887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7383886 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7383874 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7383882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7383890 nChanged 46
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Mstep: Class 2 contains 120404 members 
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	Iteration 176Q: 3 clusters Score -7383895 nChanged 53
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Mstep: Class 1 contains 2052 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7383880 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7383879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 120531 members 
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	Iteration 179Q: 3 clusters Score -7383876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -7383873.000000 Penalty: 1066.149048
	Iteration 180F: 3 clusters Score -7383873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -7383872.000000 Penalty: 1066.149048
	Iteration 181Q: 3 clusters Score -7383872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7383872 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7383864 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7383870 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1803 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7383865 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7383865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -7383862.000000 Penalty: 1066.149048
	Iteration 187Q: 3 clusters Score -7383862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -7383859.000000 Penalty: 1066.149048
	Iteration 188Q: 3 clusters Score -7383859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7383860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -7383856.000000 Penalty: 1066.149048
	Iteration 190Q: 3 clusters Score -7383856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -7383852.500000 Penalty: 1066.149048
	Iteration 191Q: 3 clusters Score -7383852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -7383850.500000 Penalty: 1066.149048
	Iteration 192Q: 3 clusters Score -7383850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 120931 members 
Entering Unmasked Estep 
Score: -7383847.500000 Penalty: 1066.149048
	Iteration 193Q: 3 clusters Score -7383848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -7383846.000000 Penalty: 1066.149048
	Iteration 194Q: 3 clusters Score -7383846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 120980 members 
Entering Unmasked Estep 
Score: -7383846.500000 Penalty: 1066.149048
	Iteration 195Q: 3 clusters Score -7383846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 121005 members 
Entering Unmasked Estep 
Score: -7383849.500000 Penalty: 1066.149048
	Iteration 196Q: 3 clusters Score -7383850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -7383842.000000 Penalty: 1066.149048
	Iteration 197Q: 3 clusters Score -7383842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -7383846.000000 Penalty: 1066.149048
	Iteration 198Q: 3 clusters Score -7383846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -7383841.500000 Penalty: 1066.149048
	Iteration 199Q: 3 clusters Score -7383842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -7383839.500000 Penalty: 1066.149048
	Iteration 200F: 3 clusters Score -7383840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 121078 members 
Entering Unmasked Estep 
Score: -7383844.000000 Penalty: 1066.149048
	Iteration 201Q: 3 clusters Score -7383844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -7383831.500000 Penalty: 1066.149048
	Iteration 202Q: 3 clusters Score -7383832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -7383827.500000 Penalty: 1066.149048
	Iteration 203Q: 3 clusters Score -7383828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -7383829.000000 Penalty: 1066.149048
	Iteration 204Q: 3 clusters Score -7383829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 121120 members 
Entering Unmasked Estep 
Score: -7383828.500000 Penalty: 1066.149048
	Iteration 205Q: 3 clusters Score -7383828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -7383832.000000 Penalty: 1066.149048
	Iteration 206Q: 3 clusters Score -7383832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -7383833.000000 Penalty: 1066.149048
	Iteration 207Q: 3 clusters Score -7383833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -7383836.000000 Penalty: 1066.149048
	Iteration 208Q: 3 clusters Score -7383836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -7383829.000000 Penalty: 1066.149048
	Iteration 209Q: 3 clusters Score -7383829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 121146 members 
Entering Unmasked Estep 
Score: -7383822.500000 Penalty: 1066.149048
	Iteration 210Q: 3 clusters Score -7383822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 121152 members 
Entering Unmasked Estep 
Score: -7383826.000000 Penalty: 1066.149048
	Iteration 211Q: 3 clusters Score -7383826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -7383833.500000 Penalty: 1066.149048
	Iteration 212Q: 3 clusters Score -7383834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -7383837.500000 Penalty: 1066.149048
	Iteration 213Q: 3 clusters Score -7383838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -7383834.500000 Penalty: 1066.149048
	Iteration 214Q: 3 clusters Score -7383834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -7383836.000000 Penalty: 1066.149048
	Iteration 215Q: 3 clusters Score -7383836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -7383830.500000 Penalty: 1066.149048
	Iteration 216Q: 3 clusters Score -7383830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -7383833.000000 Penalty: 1066.149048
	Iteration 217Q: 3 clusters Score -7383833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -7383838.000000 Penalty: 1066.149048
	Iteration 218Q: 3 clusters Score -7383838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -7383826.500000 Penalty: 1066.149048
	Iteration 219Q: 3 clusters Score -7383826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -7383826.000000 Penalty: 1066.149048
	Iteration 220F: 3 clusters Score -7383826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -7383824.500000 Penalty: 1066.149048
	Iteration 221Q: 3 clusters Score -7383824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -7383817.500000 Penalty: 1066.149048
	Iteration 222Q: 3 clusters Score -7383818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -7383832.000000 Penalty: 1066.149048
	Iteration 223Q: 3 clusters Score -7383832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -7383835.500000 Penalty: 1066.149048
	Iteration 224Q: 3 clusters Score -7383836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -7383847.000000 Penalty: 1066.149048
	Iteration 225Q: 3 clusters Score -7383847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -7383853.000000 Penalty: 1066.149048
	Iteration 226Q: 3 clusters Score -7383853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -7383846.000000 Penalty: 1066.149048
	Iteration 227Q: 3 clusters Score -7383846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -7383851.000000 Penalty: 1066.149048
	Iteration 228Q: 3 clusters Score -7383851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -7383856.000000 Penalty: 1066.149048
	Iteration 229Q: 3 clusters Score -7383856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -7383853.000000 Penalty: 1066.149048
	Iteration 230Q: 3 clusters Score -7383853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -7383860.000000 Penalty: 1066.149048
	Iteration 231Q: 3 clusters Score -7383860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -7383855.500000 Penalty: 1066.149048
	Iteration 232Q: 3 clusters Score -7383856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -7383859.500000 Penalty: 1066.149048
	Iteration 233Q: 3 clusters Score -7383860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -7383880.000000 Penalty: 1066.149048
	Iteration 234Q: 3 clusters Score -7383880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -7383888.000000 Penalty: 1066.149048
	Iteration 235Q: 3 clusters Score -7383888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -7383874.500000 Penalty: 1066.149048
	Iteration 236Q: 3 clusters Score -7383874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -7383871.000000 Penalty: 1066.149048
	Iteration 237Q: 3 clusters Score -7383871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 121719 members 
Entering Unmasked Estep 
Score: -7383859.000000 Penalty: 1066.149048
	Iteration 238Q: 3 clusters Score -7383859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 121736 members 
Entering Unmasked Estep 
Score: -7383864.500000 Penalty: 1066.149048
	Iteration 239Q: 3 clusters Score -7383864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -7383871.500000 Penalty: 1066.149048
	Iteration 240F: 3 clusters Score -7383872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -7383881.000000 Penalty: 1066.149048
	Iteration 241Q: 3 clusters Score -7383881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -7383886.500000 Penalty: 1066.149048
	Iteration 242Q: 3 clusters Score -7383886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -7383875.500000 Penalty: 1066.149048
	Iteration 243Q: 3 clusters Score -7383876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -7383884.000000 Penalty: 1066.149048
	Iteration 244Q: 3 clusters Score -7383884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 121854 members 
Entering Unmasked Estep 
Score: -7383886.500000 Penalty: 1066.149048
	Iteration 245Q: 3 clusters Score -7383886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -7383885.500000 Penalty: 1066.149048
	Iteration 246Q: 3 clusters Score -7383886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -7383878.500000 Penalty: 1066.149048
	Iteration 247Q: 3 clusters Score -7383878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -7383879.500000 Penalty: 1066.149048
	Iteration 248Q: 3 clusters Score -7383880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -7383882.500000 Penalty: 1066.149048
	Iteration 249Q: 3 clusters Score -7383882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -7383873.500000 Penalty: 1066.149048
	Iteration 250Q: 3 clusters Score -7383874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -7383877.000000 Penalty: 1066.149048
	Iteration 251Q: 3 clusters Score -7383877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -7383889.000000 Penalty: 1066.149048
	Iteration 252Q: 3 clusters Score -7383889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -7383889.500000 Penalty: 1066.149048
	Iteration 253Q: 3 clusters Score -7383890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 121915 members 
Entering Unmasked Estep 
Score: -7383889.000000 Penalty: 1066.149048
	Iteration 254Q: 3 clusters Score -7383889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -7383892.500000 Penalty: 1066.149048
	Iteration 255Q: 3 clusters Score -7383892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -7383896.000000 Penalty: 1066.149048
	Iteration 256Q: 3 clusters Score -7383896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -7383896.000000 Penalty: 1066.149048
	Iteration 257Q: 3 clusters Score -7383896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -7383902.000000 Penalty: 1066.149048
	Iteration 258Q: 3 clusters Score -7383902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -7383903.000000 Penalty: 1066.149048
	Iteration 259Q: 3 clusters Score -7383903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -7383900.500000 Penalty: 1066.149048
	Iteration 260F: 3 clusters Score -7383900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -7383900.000000 Penalty: 1066.149048
	Iteration 261Q: 3 clusters Score -7383900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -7383899.500000 Penalty: 1066.149048
	Iteration 262Q: 3 clusters Score -7383900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -7383903.000000 Penalty: 1066.149048
	Iteration 263Q: 3 clusters Score -7383903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -7383895.500000 Penalty: 1066.149048
	Iteration 264Q: 3 clusters Score -7383896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -7383899.000000 Penalty: 1066.149048
	Iteration 265Q: 3 clusters Score -7383899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -7383903.500000 Penalty: 1066.149048
	Iteration 266Q: 3 clusters Score -7383904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 121991 members 
Entering Unmasked Estep 
Score: -7383903.000000 Penalty: 1066.149048
	Iteration 267Q: 3 clusters Score -7383903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -7383898.500000 Penalty: 1066.149048
	Iteration 268Q: 3 clusters Score -7383898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -7383905.000000 Penalty: 1066.149048
	Iteration 269Q: 3 clusters Score -7383905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -7383897.500000 Penalty: 1066.149048
	Iteration 270Q: 3 clusters Score -7383898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 122013 members 
Entering Unmasked Estep 
Score: -7383902.000000 Penalty: 1066.149048
	Iteration 271Q: 3 clusters Score -7383902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 122016 members 
Entering Unmasked Estep 
Score: -7383901.000000 Penalty: 1066.149048
	Iteration 272Q: 3 clusters Score -7383901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -7383902.500000 Penalty: 1066.149048
	Iteration 273Q: 3 clusters Score -7383902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -7383902.500000 Penalty: 1066.149048
	Iteration 274Q: 3 clusters Score -7383902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 122024 members 
Entering Unmasked Estep 
Score: -7383901.000000 Penalty: 1066.149048
	Iteration 275Q: 3 clusters Score -7383901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -7383903.500000 Penalty: 1066.149048
	Iteration 276Q: 3 clusters Score -7383904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -7383908.000000 Penalty: 1066.149048
	Iteration 277Q: 3 clusters Score -7383908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 122030 members 
Entering Unmasked Estep 
Score: -7383907.500000 Penalty: 1066.149048
	Iteration 278Q: 3 clusters Score -7383908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 122030 members 
Entering Unmasked Estep 
Score: -7383907.500000 Penalty: 1066.149048
	Iteration 279F: 3 clusters Score -7383908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -357840.093750 Penalty: 396.445557
	Iteration 0F: 2 clusters Score -357840.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -353748.437500 Penalty: 792.891113
	Iteration 0F: 3 clusters Score -353748.4 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -355256.250000 Penalty: 792.891113
	Iteration 1F: 3 clusters Score -355256.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -355385.968750 Penalty: 792.891113
	Iteration 2Q: 3 clusters Score -355386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -355537.093750 Penalty: 792.891113
	Iteration 3F: 3 clusters Score -355537.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -355721.406250 Penalty: 792.891113
	Iteration 4F: 3 clusters Score -355721.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -355979.968750 Penalty: 792.891113
	Iteration 5F: 3 clusters Score -355980 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -356260.843750 Penalty: 792.891113
	Iteration 6F: 3 clusters Score -356260.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -356491.218750 Penalty: 792.891113
	Iteration 7F: 3 clusters Score -356491.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -356665.093750 Penalty: 792.891113
	Iteration 8F: 3 clusters Score -356665.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -356740.000000 Penalty: 792.891113
	Iteration 9Q: 3 clusters Score -356740 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -356782.375000 Penalty: 792.891113
	Iteration 10Q: 3 clusters Score -356782.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -356812.968750 Penalty: 792.891113
	Iteration 11Q: 3 clusters Score -356813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -356833.906250 Penalty: 792.891113
	Iteration 12Q: 3 clusters Score -356833.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -356861.343750 Penalty: 792.891113
	Iteration 13Q: 3 clusters Score -356861.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -356896.593750 Penalty: 792.891113
	Iteration 14Q: 3 clusters Score -356896.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -356951.187500 Penalty: 792.891113
	Iteration 15Q: 3 clusters Score -356951.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -357032.437500 Penalty: 792.891113
	Iteration 16Q: 3 clusters Score -357032.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -357119.781250 Penalty: 792.891113
	Iteration 17Q: 3 clusters Score -357119.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -357204.218750 Penalty: 792.891113
	Iteration 18Q: 3 clusters Score -357204.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357261.125000 Penalty: 792.891113
	Iteration 19Q: 3 clusters Score -357261.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -357310.781250 Penalty: 792.891113
	Iteration 20F: 3 clusters Score -357310.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357350.375000 Penalty: 792.891113
	Iteration 21Q: 3 clusters Score -357350.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -357378.750000 Penalty: 792.891113
	Iteration 22Q: 3 clusters Score -357378.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -357406.468750 Penalty: 792.891113
	Iteration 23Q: 3 clusters Score -357406.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -357428.593750 Penalty: 792.891113
	Iteration 24Q: 3 clusters Score -357428.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -357449.250000 Penalty: 792.891113
	Iteration 25Q: 3 clusters Score -357449.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -357467.312500 Penalty: 792.891113
	Iteration 26Q: 3 clusters Score -357467.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -357479.812500 Penalty: 792.891113
	Iteration 27Q: 3 clusters Score -357479.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -357493.093750 Penalty: 792.891113
	Iteration 28Q: 3 clusters Score -357493.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -357506.250000 Penalty: 792.891113
	Iteration 29Q: 3 clusters Score -357506.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -357514.750000 Penalty: 792.891113
	Iteration 30Q: 3 clusters Score -357514.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -357522.500000 Penalty: 792.891113
	Iteration 31Q: 3 clusters Score -357522.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -357531.968750 Penalty: 792.891113
	Iteration 32Q: 3 clusters Score -357532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -357543.125000 Penalty: 792.891113
	Iteration 33Q: 3 clusters Score -357543.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -357550.468750 Penalty: 792.891113
	Iteration 34Q: 3 clusters Score -357550.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -357560.468750 Penalty: 792.891113
	Iteration 35Q: 3 clusters Score -357560.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -357566.187500 Penalty: 792.891113
	Iteration 36Q: 3 clusters Score -357566.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -357571.375000 Penalty: 792.891113
	Iteration 37Q: 3 clusters Score -357571.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -357574.843750 Penalty: 792.891113
	Iteration 38Q: 3 clusters Score -357574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -357577.031250 Penalty: 792.891113
	Iteration 39Q: 3 clusters Score -357577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -357581.531250 Penalty: 792.891113
	Iteration 40F: 3 clusters Score -357581.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -357585.968750 Penalty: 792.891113
	Iteration 41Q: 3 clusters Score -357586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -357589.500000 Penalty: 792.891113
	Iteration 42Q: 3 clusters Score -357589.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -357595.062500 Penalty: 792.891113
	Iteration 43Q: 3 clusters Score -357595.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -357599.437500 Penalty: 792.891113
	Iteration 44Q: 3 clusters Score -357599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -357605.125000 Penalty: 792.891113
	Iteration 45Q: 3 clusters Score -357605.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -357614.375000 Penalty: 792.891113
	Iteration 46Q: 3 clusters Score -357614.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -357621.593750 Penalty: 792.891113
	Iteration 47Q: 3 clusters Score -357621.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -357630.218750 Penalty: 792.891113
	Iteration 48Q: 3 clusters Score -357630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -357642.031250 Penalty: 792.891113
	Iteration 49Q: 3 clusters Score -357642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -357653.375000 Penalty: 792.891113
	Iteration 50Q: 3 clusters Score -357653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -357660.250000 Penalty: 792.891113
	Iteration 51Q: 3 clusters Score -357660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -357666.906250 Penalty: 792.891113
	Iteration 52Q: 3 clusters Score -357666.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -357673.218750 Penalty: 792.891113
	Iteration 53Q: 3 clusters Score -357673.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -357678.156250 Penalty: 792.891113
	Iteration 54Q: 3 clusters Score -357678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -357681.906250 Penalty: 792.891113
	Iteration 55Q: 3 clusters Score -357681.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -357688.031250 Penalty: 792.891113
	Iteration 56Q: 3 clusters Score -357688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -357695.312500 Penalty: 792.891113
	Iteration 57Q: 3 clusters Score -357695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -357701.031250 Penalty: 792.891113
	Iteration 58Q: 3 clusters Score -357701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -357703.343750 Penalty: 792.891113
	Iteration 59Q: 3 clusters Score -357703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -357707.656250 Penalty: 792.891113
	Iteration 60F: 3 clusters Score -357707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -357709.656250 Penalty: 792.891113
	Iteration 61Q: 3 clusters Score -357709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -357712.062500 Penalty: 792.891113
	Iteration 62Q: 3 clusters Score -357712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -357715.156250 Penalty: 792.891113
	Iteration 63Q: 3 clusters Score -357715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -357717.750000 Penalty: 792.891113
	Iteration 64Q: 3 clusters Score -357717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -357718.343750 Penalty: 792.891113
	Iteration 65Q: 3 clusters Score -357718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -357719.000000 Penalty: 792.891113
	Iteration 66Q: 3 clusters Score -357719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -357719.000000 Penalty: 792.891113
	Iteration 67F: 3 clusters Score -357719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (113195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Entering Unmasked Estep 
Score: -6812593.000000 Penalty: 529.477478
	Iteration 0F: 2 clusters Score -6812593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -6738275.500000 Penalty: 1058.954956
	Iteration 0F: 3 clusters Score -6738276 nChanged 55509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -6771086.500000 Penalty: 1058.954956
	Iteration 1F: 3 clusters Score -6771086 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -6772819.500000 Penalty: 1058.954956
	Iteration 2Q: 3 clusters Score -6772820 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -6776329.500000 Penalty: 1058.954956
	Iteration 3F: 3 clusters Score -6776330 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -6783382.500000 Penalty: 1058.954956
	Iteration 4F: 3 clusters Score -6783382 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -6794842.500000 Penalty: 1058.954956
	Iteration 5F: 3 clusters Score -6794842 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -6805961.500000 Penalty: 1058.954956
	Iteration 6F: 3 clusters Score -6805962 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -6810751.500000 Penalty: 1058.954956
	Iteration 7Q: 3 clusters Score -6810752 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -6811897.000000 Penalty: 1058.954956
	Iteration 8Q: 3 clusters Score -6811897 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 112909 members 
Entering Unmasked Estep 
Score: -6812086.500000 Penalty: 1058.954956
	Iteration 9Q: 3 clusters Score -6812086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -6812145.500000 Penalty: 1058.954956
	Iteration 10Q: 3 clusters Score -6812146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113076 members 
Entering Unmasked Estep 
Score: -6812186.000000 Penalty: 1058.954956
	Iteration 11Q: 3 clusters Score -6812186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -6812188.000000 Penalty: 1058.954956
	Iteration 12Q: 3 clusters Score -6812188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -6812183.000000 Penalty: 1058.954956
	Iteration 13Q: 3 clusters Score -6812183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -6812184.500000 Penalty: 1058.954956
	Iteration 14Q: 3 clusters Score -6812184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -6812193.000000 Penalty: 1058.954956
	Iteration 15Q: 3 clusters Score -6812193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -6812196.000000 Penalty: 1058.954956
	Iteration 16Q: 3 clusters Score -6812196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -6812198.000000 Penalty: 1058.954956
	Iteration 17Q: 3 clusters Score -6812198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -6812198.000000 Penalty: 1058.954956
	Iteration 18F: 3 clusters Score -6812198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Entering Unmasked Estep 
Score: -1006114.625000 Penalty: 442.667450
	Iteration 0F: 2 clusters Score -1006115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -994827.687500 Penalty: 885.334900
	Iteration 0F: 3 clusters Score -994827.7 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -999602.875000 Penalty: 885.334900
	Iteration 1F: 3 clusters Score -999602.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -999954.062500 Penalty: 885.334900
	Iteration 2F: 3 clusters Score -999954.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1000380.875000 Penalty: 885.334900
	Iteration 3F: 3 clusters Score -1000381 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1001016.187500 Penalty: 885.334900
	Iteration 4F: 3 clusters Score -1001016 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1001915.125000 Penalty: 885.334900
	Iteration 5F: 3 clusters Score -1001915 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1002838.937500 Penalty: 885.334900
	Iteration 6F: 3 clusters Score -1002839 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1003419.437500 Penalty: 885.334900
	Iteration 7F: 3 clusters Score -1003419 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1003656.875000 Penalty: 885.334900
	Iteration 8Q: 3 clusters Score -1003657 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1003764.187500 Penalty: 885.334900
	Iteration 9Q: 3 clusters Score -1003764 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1003825.750000 Penalty: 885.334900
	Iteration 10Q: 3 clusters Score -1003826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1003874.000000 Penalty: 885.334900
	Iteration 11Q: 3 clusters Score -1003874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1003914.750000 Penalty: 885.334900
	Iteration 12Q: 3 clusters Score -1003915 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1003969.312500 Penalty: 885.334900
	Iteration 13Q: 3 clusters Score -1003969 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1004023.625000 Penalty: 885.334900
	Iteration 14Q: 3 clusters Score -1004024 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1004082.937500 Penalty: 885.334900
	Iteration 15Q: 3 clusters Score -1004083 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1004128.875000 Penalty: 885.334900
	Iteration 16Q: 3 clusters Score -1004129 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1004173.062500 Penalty: 885.334900
	Iteration 17Q: 3 clusters Score -1004173 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1004223.375000 Penalty: 885.334900
	Iteration 18Q: 3 clusters Score -1004223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1004262.437500 Penalty: 885.334900
	Iteration 19Q: 3 clusters Score -1004262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1004299.125000 Penalty: 885.334900
	Iteration 20F: 3 clusters Score -1004299 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1004326.625000 Penalty: 885.334900
	Iteration 21Q: 3 clusters Score -1004327 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1004347.937500 Penalty: 885.334900
	Iteration 22Q: 3 clusters Score -1004348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1004371.187500 Penalty: 885.334900
	Iteration 23Q: 3 clusters Score -1004371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1004388.750000 Penalty: 885.334900
	Iteration 24Q: 3 clusters Score -1004389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1004405.437500 Penalty: 885.334900
	Iteration 25Q: 3 clusters Score -1004405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1004417.125000 Penalty: 885.334900
	Iteration 26Q: 3 clusters Score -1004417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1004431.375000 Penalty: 885.334900
	Iteration 27Q: 3 clusters Score -1004431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1004440.250000 Penalty: 885.334900
	Iteration 28Q: 3 clusters Score -1004440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1004456.937500 Penalty: 885.334900
	Iteration 29Q: 3 clusters Score -1004457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1004476.625000 Penalty: 885.334900
	Iteration 30Q: 3 clusters Score -1004477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1004500.187500 Penalty: 885.334900
	Iteration 31Q: 3 clusters Score -1004500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1004522.000000 Penalty: 885.334900
	Iteration 32Q: 3 clusters Score -1004522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1004548.000000 Penalty: 885.334900
	Iteration 33Q: 3 clusters Score -1004548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1004572.687500 Penalty: 885.334900
	Iteration 34Q: 3 clusters Score -1004573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1004595.812500 Penalty: 885.334900
	Iteration 35Q: 3 clusters Score -1004596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1004617.625000 Penalty: 885.334900
	Iteration 36Q: 3 clusters Score -1004618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1004641.437500 Penalty: 885.334900
	Iteration 37Q: 3 clusters Score -1004641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1004665.937500 Penalty: 885.334900
	Iteration 38Q: 3 clusters Score -1004666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1004694.437500 Penalty: 885.334900
	Iteration 39Q: 3 clusters Score -1004694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1004714.312500 Penalty: 885.334900
	Iteration 40F: 3 clusters Score -1004714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1004741.000000 Penalty: 885.334900
	Iteration 41Q: 3 clusters Score -1004741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1004771.750000 Penalty: 885.334900
	Iteration 42Q: 3 clusters Score -1004772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1004802.312500 Penalty: 885.334900
	Iteration 43Q: 3 clusters Score -1004802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1004839.187500 Penalty: 885.334900
	Iteration 44Q: 3 clusters Score -1004839 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1004890.875000 Penalty: 885.334900
	Iteration 45Q: 3 clusters Score -1004891 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1004946.562500 Penalty: 885.334900
	Iteration 46Q: 3 clusters Score -1004947 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1004991.812500 Penalty: 885.334900
	Iteration 47Q: 3 clusters Score -1004992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1005043.250000 Penalty: 885.334900
	Iteration 48Q: 3 clusters Score -1005043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1005097.500000 Penalty: 885.334900
	Iteration 49Q: 3 clusters Score -1005098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1005160.125000 Penalty: 885.334900
	Iteration 50Q: 3 clusters Score -1005160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1005226.937500 Penalty: 885.334900
	Iteration 51Q: 3 clusters Score -1005227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1005287.687500 Penalty: 885.334900
	Iteration 52Q: 3 clusters Score -1005288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1005349.687500 Penalty: 885.334900
	Iteration 53Q: 3 clusters Score -1005350 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1005403.625000 Penalty: 885.334900
	Iteration 54Q: 3 clusters Score -1005404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1005450.937500 Penalty: 885.334900
	Iteration 55Q: 3 clusters Score -1005451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1005488.500000 Penalty: 885.334900
	Iteration 56Q: 3 clusters Score -1005488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1005532.562500 Penalty: 885.334900
	Iteration 57Q: 3 clusters Score -1005533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1005565.187500 Penalty: 885.334900
	Iteration 58Q: 3 clusters Score -1005565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1005596.312500 Penalty: 885.334900
	Iteration 59Q: 3 clusters Score -1005596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1005617.125000 Penalty: 885.334900
	Iteration 60F: 3 clusters Score -1005617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1005629.437500 Penalty: 885.334900
	Iteration 61Q: 3 clusters Score -1005629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1005638.687500 Penalty: 885.334900
	Iteration 62Q: 3 clusters Score -1005639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1005645.375000 Penalty: 885.334900
	Iteration 63Q: 3 clusters Score -1005645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1005655.812500 Penalty: 885.334900
	Iteration 64Q: 3 clusters Score -1005656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1005669.375000 Penalty: 885.334900
	Iteration 65Q: 3 clusters Score -1005669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1005682.937500 Penalty: 885.334900
	Iteration 66Q: 3 clusters Score -1005683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1005691.250000 Penalty: 885.334900
	Iteration 67Q: 3 clusters Score -1005691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1005700.875000 Penalty: 885.334900
	Iteration 68Q: 3 clusters Score -1005701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1005706.312500 Penalty: 885.334900
	Iteration 69Q: 3 clusters Score -1005706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1005710.312500 Penalty: 885.334900
	Iteration 70Q: 3 clusters Score -1005710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1005713.937500 Penalty: 885.334900
	Iteration 71Q: 3 clusters Score -1005714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1005717.625000 Penalty: 885.334900
	Iteration 72Q: 3 clusters Score -1005718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1005721.125000 Penalty: 885.334900
	Iteration 73Q: 3 clusters Score -1005721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1005724.375000 Penalty: 885.334900
	Iteration 74Q: 3 clusters Score -1005724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1005729.312500 Penalty: 885.334900
	Iteration 75Q: 3 clusters Score -1005729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1005736.000000 Penalty: 885.334900
	Iteration 76Q: 3 clusters Score -1005736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1005742.250000 Penalty: 885.334900
	Iteration 77Q: 3 clusters Score -1005742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1005746.312500 Penalty: 885.334900
	Iteration 78Q: 3 clusters Score -1005746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1005751.187500 Penalty: 885.334900
	Iteration 79Q: 3 clusters Score -1005751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1005752.937500 Penalty: 885.334900
	Iteration 80F: 3 clusters Score -1005753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1005753.937500 Penalty: 885.334900
	Iteration 81Q: 3 clusters Score -1005754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1005753.437500 Penalty: 885.334900
	Iteration 82Q: 3 clusters Score -1005753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1005752.875000 Penalty: 885.334900
	Iteration 83Q: 3 clusters Score -1005753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1005754.500000 Penalty: 885.334900
	Iteration 84Q: 3 clusters Score -1005754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1005754.750000 Penalty: 885.334900
	Iteration 85Q: 3 clusters Score -1005755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1005755.812500 Penalty: 885.334900
	Iteration 86Q: 3 clusters Score -1005756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1005757.312500 Penalty: 885.334900
	Iteration 87Q: 3 clusters Score -1005757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1005758.187500 Penalty: 885.334900
	Iteration 88Q: 3 clusters Score -1005758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1005759.687500 Penalty: 885.334900
	Iteration 89Q: 3 clusters Score -1005760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1005760.750000 Penalty: 885.334900
	Iteration 90Q: 3 clusters Score -1005761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1005761.875000 Penalty: 885.334900
	Iteration 91Q: 3 clusters Score -1005762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1005760.937500 Penalty: 885.334900
	Iteration 92Q: 3 clusters Score -1005761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1005762.500000 Penalty: 885.334900
	Iteration 93Q: 3 clusters Score -1005762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1005764.562500 Penalty: 885.334900
	Iteration 94Q: 3 clusters Score -1005765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1005765.937500 Penalty: 885.334900
	Iteration 95Q: 3 clusters Score -1005766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1005767.375000 Penalty: 885.334900
	Iteration 96Q: 3 clusters Score -1005767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1005770.750000 Penalty: 885.334900
	Iteration 97Q: 3 clusters Score -1005771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1005772.375000 Penalty: 885.334900
	Iteration 98Q: 3 clusters Score -1005772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1005773.437500 Penalty: 885.334900
	Iteration 99Q: 3 clusters Score -1005773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1005774.937500 Penalty: 885.334900
	Iteration 100F: 3 clusters Score -1005775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1005776.937500 Penalty: 885.334900
	Iteration 101Q: 3 clusters Score -1005777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1005780.687500 Penalty: 885.334900
	Iteration 102Q: 3 clusters Score -1005781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1005781.812500 Penalty: 885.334900
	Iteration 103Q: 3 clusters Score -1005782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1005784.250000 Penalty: 885.334900
	Iteration 104Q: 3 clusters Score -1005784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1005784.375000 Penalty: 885.334900
	Iteration 105Q: 3 clusters Score -1005784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1005787.437500 Penalty: 885.334900
	Iteration 106Q: 3 clusters Score -1005787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1005787.187500 Penalty: 885.334900
	Iteration 107Q: 3 clusters Score -1005787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1005787.750000 Penalty: 885.334900
	Iteration 108Q: 3 clusters Score -1005788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1005786.562500 Penalty: 885.334900
	Iteration 109Q: 3 clusters Score -1005787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1005786.000000 Penalty: 885.334900
	Iteration 110Q: 3 clusters Score -1005786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1005786.937500 Penalty: 885.334900
	Iteration 111Q: 3 clusters Score -1005787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1005788.062500 Penalty: 885.334900
	Iteration 112Q: 3 clusters Score -1005788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1005788.750000 Penalty: 885.334900
	Iteration 113Q: 3 clusters Score -1005789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1005788.187500 Penalty: 885.334900
	Iteration 114Q: 3 clusters Score -1005788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1005788.875000 Penalty: 885.334900
	Iteration 115Q: 3 clusters Score -1005789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1005788.875000 Penalty: 885.334900
	Iteration 116F: 3 clusters Score -1005789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -10752.821289 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -10752.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10462.705078 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -10462.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10535.816406 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -10535.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10566.368164 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -10566.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10578.182617 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -10578.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10587.308594 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -10587.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10592.758789 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -10592.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10598.155273 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -10598.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10611.055664 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -10611.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10619.080078 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -10619.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10623.819336 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -10623.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10627.599609 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -10627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10630.134766 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -10630.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10632.866211 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -10632.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10632.866211 Penalty: 473.564606
	Iteration 13F: 3 clusters Score -10632.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28014.591797 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28014.59 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28223.603516 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28223.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28361.455078 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28361.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28467.632812 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28467.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28527.261719 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -28527.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28565.128906 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28565.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28587.837891 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28587.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28604.273438 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28604.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28611.810547 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28611.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28614.492188 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28614.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28617.888672 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28617.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28618.769531 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28618.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28619.070312 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -28619.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28619.070312 Penalty: 561.434570
	Iteration 13F: 3 clusters Score -28619.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 155 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 129717 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 323 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
Score: -58207032.000000 Penalty: 54124.761719
Splitting cluster 19 changes total score from -58207104.000000 to -58207032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5444.997070 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5444.997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5469.135254 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5469.135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5479.929688 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5479.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5487.481445 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5487.481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5496.251465 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -5496.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5496.251465 Penalty: 409.482697
	Iteration 5F: 3 clusters Score -5496.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7612.936523 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7612.937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7669.734375 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7669.734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7705.914062 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7705.914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7728.350586 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7728.351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7736.335449 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7736.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7736.335449 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -7736.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 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 118 members 
Entering Unmasked Estep 
Score: -11200.246094 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11200.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11292.327148 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11292.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11315.639648 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11315.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11331.466797 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11331.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11337.884766 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11337.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11338.320312 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11338.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11341.836914 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11341.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11345.325195 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11345.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11346.023438 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11346.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11346.023438 Penalty: 499.116516
	Iteration 9F: 3 clusters Score -11346.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -327443.375000 Penalty: 393.165619
	Iteration 0F: 2 clusters Score -327443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -323692.875000 Penalty: 786.331238
	Iteration 0F: 3 clusters Score -323692.9 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -325343.937500 Penalty: 786.331238
	Iteration 1F: 3 clusters Score -325343.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -325540.031250 Penalty: 786.331238
	Iteration 2F: 3 clusters Score -325540 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -325790.281250 Penalty: 786.331238
	Iteration 3F: 3 clusters Score -325790.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -326097.531250 Penalty: 786.331238
	Iteration 4F: 3 clusters Score -326097.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -326357.531250 Penalty: 786.331238
	Iteration 5F: 3 clusters Score -326357.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -326492.812500 Penalty: 786.331238
	Iteration 6Q: 3 clusters Score -326492.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -326559.093750 Penalty: 786.331238
	Iteration 7Q: 3 clusters Score -326559.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -326604.875000 Penalty: 786.331238
	Iteration 8Q: 3 clusters Score -326604.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -326642.500000 Penalty: 786.331238
	Iteration 9Q: 3 clusters Score -326642.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -326664.906250 Penalty: 786.331238
	Iteration 10Q: 3 clusters Score -326664.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -326692.781250 Penalty: 786.331238
	Iteration 11Q: 3 clusters Score -326692.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -326715.031250 Penalty: 786.331238
	Iteration 12Q: 3 clusters Score -326715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -326736.312500 Penalty: 786.331238
	Iteration 13Q: 3 clusters Score -326736.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -326751.406250 Penalty: 786.331238
	Iteration 14Q: 3 clusters Score -326751.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -326759.781250 Penalty: 786.331238
	Iteration 15Q: 3 clusters Score -326759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -326766.906250 Penalty: 786.331238
	Iteration 16Q: 3 clusters Score -326766.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -326776.312500 Penalty: 786.331238
	Iteration 17Q: 3 clusters Score -326776.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -326789.250000 Penalty: 786.331238
	Iteration 18Q: 3 clusters Score -326789.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -326806.281250 Penalty: 786.331238
	Iteration 19Q: 3 clusters Score -326806.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -326826.750000 Penalty: 786.331238
	Iteration 20F: 3 clusters Score -326826.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -326842.781250 Penalty: 786.331238
	Iteration 21Q: 3 clusters Score -326842.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -326860.093750 Penalty: 786.331238
	Iteration 22Q: 3 clusters Score -326860.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -326877.125000 Penalty: 786.331238
	Iteration 23Q: 3 clusters Score -326877.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -326893.718750 Penalty: 786.331238
	Iteration 24Q: 3 clusters Score -326893.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -326902.125000 Penalty: 786.331238
	Iteration 25Q: 3 clusters Score -326902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -326911.750000 Penalty: 786.331238
	Iteration 26Q: 3 clusters Score -326911.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -326927.906250 Penalty: 786.331238
	Iteration 27Q: 3 clusters Score -326927.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -326942.312500 Penalty: 786.331238
	Iteration 28Q: 3 clusters Score -326942.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -326962.000000 Penalty: 786.331238
	Iteration 29Q: 3 clusters Score -326962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -326979.562500 Penalty: 786.331238
	Iteration 30Q: 3 clusters Score -326979.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -326996.593750 Penalty: 786.331238
	Iteration 31Q: 3 clusters Score -326996.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -327011.531250 Penalty: 786.331238
	Iteration 32Q: 3 clusters Score -327011.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -327026.250000 Penalty: 786.331238
	Iteration 33Q: 3 clusters Score -327026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -327035.750000 Penalty: 786.331238
	Iteration 34Q: 3 clusters Score -327035.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -327041.562500 Penalty: 786.331238
	Iteration 35Q: 3 clusters Score -327041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -327045.281250 Penalty: 786.331238
	Iteration 36Q: 3 clusters Score -327045.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -327047.500000 Penalty: 786.331238
	Iteration 37Q: 3 clusters Score -327047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -327049.906250 Penalty: 786.331238
	Iteration 38Q: 3 clusters Score -327049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -327055.562500 Penalty: 786.331238
	Iteration 39Q: 3 clusters Score -327055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -327066.593750 Penalty: 786.331238
	Iteration 40F: 3 clusters Score -327066.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -327077.125000 Penalty: 786.331238
	Iteration 41Q: 3 clusters Score -327077.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -327097.593750 Penalty: 786.331238
	Iteration 42Q: 3 clusters Score -327097.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -327120.968750 Penalty: 786.331238
	Iteration 43Q: 3 clusters Score -327121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -327141.625000 Penalty: 786.331238
	Iteration 44Q: 3 clusters Score -327141.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -327154.218750 Penalty: 786.331238
	Iteration 45Q: 3 clusters Score -327154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -327161.031250 Penalty: 786.331238
	Iteration 46Q: 3 clusters Score -327161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -327166.625000 Penalty: 786.331238
	Iteration 47Q: 3 clusters Score -327166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -327168.593750 Penalty: 786.331238
	Iteration 48Q: 3 clusters Score -327168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -327169.500000 Penalty: 786.331238
	Iteration 49Q: 3 clusters Score -327169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -327170.500000 Penalty: 786.331238
	Iteration 50Q: 3 clusters Score -327170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -327171.437500 Penalty: 786.331238
	Iteration 51Q: 3 clusters Score -327171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -327172.500000 Penalty: 786.331238
	Iteration 52Q: 3 clusters Score -327172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -327172.093750 Penalty: 786.331238
	Iteration 53Q: 3 clusters Score -327172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -327172.562500 Penalty: 786.331238
	Iteration 54Q: 3 clusters Score -327172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -327173.843750 Penalty: 786.331238
	Iteration 55Q: 3 clusters Score -327173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -327173.937500 Penalty: 786.331238
	Iteration 56Q: 3 clusters Score -327173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -327174.500000 Penalty: 786.331238
	Iteration 57Q: 3 clusters Score -327174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -327175.781250 Penalty: 786.331238
	Iteration 58Q: 3 clusters Score -327175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -327175.937500 Penalty: 786.331238
	Iteration 59Q: 3 clusters Score -327175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -327175.937500 Penalty: 786.331238
	Iteration 60F: 3 clusters Score -327175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Entering Unmasked Estep 
Score: -7757860.000000 Penalty: 535.676514
	Iteration 0F: 2 clusters Score -7757860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -7675462.500000 Penalty: 1071.353027
	Iteration 0F: 3 clusters Score -7675462 nChanged 63655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -7714105.500000 Penalty: 1071.353027
	Iteration 1F: 3 clusters Score -7714106 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -7716236.500000 Penalty: 1071.353027
	Iteration 2Q: 3 clusters Score -7716236 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -7719558.000000 Penalty: 1071.353027
	Iteration 3Q: 3 clusters Score -7719558 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -7724483.500000 Penalty: 1071.353027
	Iteration 4F: 3 clusters Score -7724484 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -7731034.000000 Penalty: 1071.353027
	Iteration 5F: 3 clusters Score -7731034 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -7737518.500000 Penalty: 1071.353027
	Iteration 6F: 3 clusters Score -7737518 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -7741536.500000 Penalty: 1071.353027
	Iteration 7F: 3 clusters Score -7741536 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -7743332.500000 Penalty: 1071.353027
	Iteration 8Q: 3 clusters Score -7743332 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -7743958.000000 Penalty: 1071.353027
	Iteration 9Q: 3 clusters Score -7743958 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -7744323.500000 Penalty: 1071.353027
	Iteration 10Q: 3 clusters Score -7744324 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -7744613.500000 Penalty: 1071.353027
	Iteration 11Q: 3 clusters Score -7744614 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -7744963.500000 Penalty: 1071.353027
	Iteration 12Q: 3 clusters Score -7744964 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -7745305.500000 Penalty: 1071.353027
	Iteration 13Q: 3 clusters Score -7745306 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -7745615.500000 Penalty: 1071.353027
	Iteration 14Q: 3 clusters Score -7745616 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -7745901.000000 Penalty: 1071.353027
	Iteration 15Q: 3 clusters Score -7745901 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -7746326.000000 Penalty: 1071.353027
	Iteration 16Q: 3 clusters Score -7746326 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -7746719.500000 Penalty: 1071.353027
	Iteration 17Q: 3 clusters Score -7746720 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -7747095.500000 Penalty: 1071.353027
	Iteration 18Q: 3 clusters Score -7747096 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -7747540.000000 Penalty: 1071.353027
	Iteration 19Q: 3 clusters Score -7747540 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -7747972.500000 Penalty: 1071.353027
	Iteration 20F: 3 clusters Score -7747972 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -7748396.500000 Penalty: 1071.353027
	Iteration 21Q: 3 clusters Score -7748396 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -7748865.500000 Penalty: 1071.353027
	Iteration 22Q: 3 clusters Score -7748866 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -7749249.000000 Penalty: 1071.353027
	Iteration 23Q: 3 clusters Score -7749249 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -7749651.000000 Penalty: 1071.353027
	Iteration 24Q: 3 clusters Score -7749651 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -7750033.500000 Penalty: 1071.353027
	Iteration 25Q: 3 clusters Score -7750034 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -7750492.000000 Penalty: 1071.353027
	Iteration 26Q: 3 clusters Score -7750492 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -7751038.000000 Penalty: 1071.353027
	Iteration 27Q: 3 clusters Score -7751038 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
Score: -7751539.000000 Penalty: 1071.353027
	Iteration 28Q: 3 clusters Score -7751539 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -7751994.500000 Penalty: 1071.353027
	Iteration 29Q: 3 clusters Score -7751994 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 118603 members 
Entering Unmasked Estep 
Score: -7752636.000000 Penalty: 1071.353027
	Iteration 30Q: 3 clusters Score -7752636 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -7753275.000000 Penalty: 1071.353027
	Iteration 31Q: 3 clusters Score -7753275 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -7753903.000000 Penalty: 1071.353027
	Iteration 32Q: 3 clusters Score -7753903 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 122479 members 
Entering Unmasked Estep 
Score: -7754476.000000 Penalty: 1071.353027
	Iteration 33Q: 3 clusters Score -7754476 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7755020 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7755586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7756026 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7756316 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7756496 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 126761 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7756671 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7756828 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7756982 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7757076 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7757155 nChanged 187
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Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 127889 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7757228 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7757282 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7757332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7757384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7757434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7757472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7757509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7757546 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7757594 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 128240 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7757620 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7757656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 128199 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7757665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7757675 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7757682 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 128161 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7757680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7757687 nChanged 36
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7757720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 128131 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7757740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7757776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7757810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7757828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7757834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7757842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7757854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7757858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 127881 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7757871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7757874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7757883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7757878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -7757881.500000 Penalty: 1071.353027
	Iteration 73Q: 3 clusters Score -7757882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7757888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 127703 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7757873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 127695 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7757874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -7757880.500000 Penalty: 1071.353027
	Iteration 77Q: 3 clusters Score -7757880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7757889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -7757894.500000 Penalty: 1071.353027
	Iteration 79Q: 3 clusters Score -7757894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -7757903.000000 Penalty: 1071.353027
	Iteration 80F: 3 clusters Score -7757903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -7757914.500000 Penalty: 1071.353027
	Iteration 81Q: 3 clusters Score -7757914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7757919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 127591 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7757920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 127576 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7757932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7757930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -7757934.000000 Penalty: 1071.353027
	Iteration 86Q: 3 clusters Score -7757934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 127547 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7757932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 127542 members 
Entering Unmasked Estep 
Score: -7757918.500000 Penalty: 1071.353027
	Iteration 88Q: 3 clusters Score -7757918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -7757912.000000 Penalty: 1071.353027
	Iteration 89Q: 3 clusters Score -7757912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -7757922.500000 Penalty: 1071.353027
	Iteration 90Q: 3 clusters Score -7757922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 127519 members 
Entering Unmasked Estep 
Score: -7757923.000000 Penalty: 1071.353027
	Iteration 91Q: 3 clusters Score -7757923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -7757924.000000 Penalty: 1071.353027
	Iteration 92Q: 3 clusters Score -7757924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -7757925.500000 Penalty: 1071.353027
	Iteration 93Q: 3 clusters Score -7757926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7757925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7757932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7757934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -7757928.500000 Penalty: 1071.353027
	Iteration 97Q: 3 clusters Score -7757928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -7757938.500000 Penalty: 1071.353027
	Iteration 98Q: 3 clusters Score -7757938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -7757927.500000 Penalty: 1071.353027
	Iteration 99Q: 3 clusters Score -7757928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7757928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7757927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7757932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -7757935.500000 Penalty: 1071.353027
	Iteration 103Q: 3 clusters Score -7757936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 127444 members 
Entering Unmasked Estep 
Score: -7757929.500000 Penalty: 1071.353027
	Iteration 104Q: 3 clusters Score -7757930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -7757931.500000 Penalty: 1071.353027
	Iteration 105Q: 3 clusters Score -7757932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7757930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 127431 members 
Entering Unmasked Estep 
Score: -7757934.500000 Penalty: 1071.353027
	Iteration 107Q: 3 clusters Score -7757934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7757936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 127426 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7757934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7757938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -7757941.500000 Penalty: 1071.353027
	Iteration 111Q: 3 clusters Score -7757942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7757941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7757941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -7757944.500000 Penalty: 1071.353027
	Iteration 114Q: 3 clusters Score -7757944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
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	Iteration 115F: 3 clusters Score -7757944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
Score: -58207224.000000 Penalty: 54124.761719
Splitting cluster 24 changes total score from -58207104.000000 to -58207224.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 25 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -175370.406250 Penalty: 363.339539
	Iteration 0F: 2 clusters Score -175370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -173345.703125 Penalty: 726.679077
	Iteration 0F: 3 clusters Score -173345.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -173985.078125 Penalty: 726.679077
	Iteration 1F: 3 clusters Score -173985.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -174057.343750 Penalty: 726.679077
	Iteration 2F: 3 clusters Score -174057.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -174109.984375 Penalty: 726.679077
	Iteration 3Q: 3 clusters Score -174110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -174163.296875 Penalty: 726.679077
	Iteration 4Q: 3 clusters Score -174163.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -174229.265625 Penalty: 726.679077
	Iteration 5Q: 3 clusters Score -174229.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -174302.578125 Penalty: 726.679077
	Iteration 6Q: 3 clusters Score -174302.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -174402.312500 Penalty: 726.679077
	Iteration 7Q: 3 clusters Score -174402.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -174529.796875 Penalty: 726.679077
	Iteration 8Q: 3 clusters Score -174529.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -174650.406250 Penalty: 726.679077
	Iteration 9Q: 3 clusters Score -174650.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -174736.875000 Penalty: 726.679077
	Iteration 10Q: 3 clusters Score -174736.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -174805.234375 Penalty: 726.679077
	Iteration 11Q: 3 clusters Score -174805.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -174847.359375 Penalty: 726.679077
	Iteration 12Q: 3 clusters Score -174847.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -174886.218750 Penalty: 726.679077
	Iteration 13Q: 3 clusters Score -174886.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -174921.343750 Penalty: 726.679077
	Iteration 14Q: 3 clusters Score -174921.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -174960.687500 Penalty: 726.679077
	Iteration 15Q: 3 clusters Score -174960.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -174989.281250 Penalty: 726.679077
	Iteration 16Q: 3 clusters Score -174989.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -175012.500000 Penalty: 726.679077
	Iteration 17Q: 3 clusters Score -175012.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -175021.734375 Penalty: 726.679077
	Iteration 18Q: 3 clusters Score -175021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -175027.687500 Penalty: 726.679077
	Iteration 19Q: 3 clusters Score -175027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -175028.906250 Penalty: 726.679077
	Iteration 20F: 3 clusters Score -175028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -175029.968750 Penalty: 726.679077
	Iteration 21Q: 3 clusters Score -175030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -175031.671875 Penalty: 726.679077
	Iteration 22Q: 3 clusters Score -175031.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -175031.671875 Penalty: 726.679077
	Iteration 23F: 3 clusters Score -175031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 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 505 members 
Entering Unmasked Estep 
Score: -57427.277344 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57427.28 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -57718.136719 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57718.14 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -57857.632812 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57857.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57917.921875 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57917.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57941.003906 Penalty: 623.554077
	Iteration 4Q: 3 clusters Score -57941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57958.503906 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -57958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -57988.484375 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -57988.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58024.902344 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58024.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58055.421875 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58055.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58081.371094 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58081.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58095.351562 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58095.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58115.878906 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58115.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58132.160156 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58132.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58153.562500 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58153.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58172.062500 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58172.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -58184.027344 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58184.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58189.628906 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58189.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58193.871094 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58193.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58197.730469 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58197.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58199.546875 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58199.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -58201.753906 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58201.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58202.562500 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -58202.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -58202.867188 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -58202.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -58202.867188 Penalty: 623.554077
	Iteration 23F: 3 clusters Score -58202.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 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 119 members 
Entering Unmasked Estep 
Score: -15610.524414 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15610.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15695.166992 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15695.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15750.610352 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15750.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15772.444336 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15772.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15782.268555 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15782.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15798.059570 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15798.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15805.388672 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15805.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15806.004883 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15806.211914 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -15806.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15806.211914 Penalty: 504.611145
	Iteration 9F: 3 clusters Score -15806.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6623.625977 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6623.626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6755.930664 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6755.931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6802.513672 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6802.514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6836.655273 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -6836.655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6855.312988 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6855.313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6871.875000 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6871.875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6881.458984 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6881.459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6884.318359 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6884.318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6884.318359 Penalty: 505.671356
	Iteration 8F: 3 clusters Score -6884.318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -38071.808594 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -38071.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37502.027344 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -37502.03 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37633.695312 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -37633.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37656.078125 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -37656.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37667.132812 Penalty: 590.655823
	Iteration 3Q: 3 clusters Score -37667.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37677.949219 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -37677.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37686.765625 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -37686.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37692.164062 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -37692.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37693.339844 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -37693.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37694.402344 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -37694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37694.703125 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -37694.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37694.703125 Penalty: 590.655823
	Iteration 10F: 3 clusters Score -37694.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (141192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Entering Unmasked Estep 
Score: -8467644.000000 Penalty: 539.533325
	Iteration 0F: 2 clusters Score -8467644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -8376766.000000 Penalty: 1079.066650
	Iteration 0F: 3 clusters Score -8376766 nChanged 69332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -8418245.000000 Penalty: 1079.066650
	Iteration 1F: 3 clusters Score -8418245 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -8419373.000000 Penalty: 1079.066650
	Iteration 2Q: 3 clusters Score -8419373 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -8420900.000000 Penalty: 1079.066650
	Iteration 3Q: 3 clusters Score -8420900 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -8423188.000000 Penalty: 1079.066650
	Iteration 4Q: 3 clusters Score -8423188 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -8426956.000000 Penalty: 1079.066650
	Iteration 5Q: 3 clusters Score -8426956 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -8433187.000000 Penalty: 1079.066650
	Iteration 6F: 3 clusters Score -8433187 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -8440548.000000 Penalty: 1079.066650
	Iteration 7F: 3 clusters Score -8440548 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -8445417.000000 Penalty: 1079.066650
	Iteration 8F: 3 clusters Score -8445417 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -8447025.000000 Penalty: 1079.066650
	Iteration 9Q: 3 clusters Score -8447025 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -8447658.000000 Penalty: 1079.066650
	Iteration 10Q: 3 clusters Score -8447658 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -8448108.000000 Penalty: 1079.066650
	Iteration 11Q: 3 clusters Score -8448108 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -8448662.000000 Penalty: 1079.066650
	Iteration 12Q: 3 clusters Score -8448662 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -8449300.000000 Penalty: 1079.066650
	Iteration 13Q: 3 clusters Score -8449300 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -8450081.000000 Penalty: 1079.066650
	Iteration 14Q: 3 clusters Score -8450081 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -8450886.000000 Penalty: 1079.066650
	Iteration 15Q: 3 clusters Score -8450886 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -8451742.000000 Penalty: 1079.066650
	Iteration 16Q: 3 clusters Score -8451742 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -8452718.000000 Penalty: 1079.066650
	Iteration 17Q: 3 clusters Score -8452718 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -8453762.000000 Penalty: 1079.066650
	Iteration 18Q: 3 clusters Score -8453762 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -8454905.000000 Penalty: 1079.066650
	Iteration 19Q: 3 clusters Score -8454905 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -8456508.000000 Penalty: 1079.066650
	Iteration 20F: 3 clusters Score -8456508 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -8458378.000000 Penalty: 1079.066650
	Iteration 21Q: 3 clusters Score -8458378 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8460058.000000 Penalty: 1079.066650
	Iteration 22Q: 3 clusters Score -8460058 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -8461505.000000 Penalty: 1079.066650
	Iteration 23Q: 3 clusters Score -8461505 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -8462683.000000 Penalty: 1079.066650
	Iteration 24Q: 3 clusters Score -8462683 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -8463702.000000 Penalty: 1079.066650
	Iteration 25Q: 3 clusters Score -8463702 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -8464339.000000 Penalty: 1079.066650
	Iteration 26Q: 3 clusters Score -8464339 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133224 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -8464887.000000 Penalty: 1079.066650
	Iteration 27Q: 3 clusters Score -8464887 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8465285.000000 Penalty: 1079.066650
	Iteration 28Q: 3 clusters Score -8465285 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135989 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8465690.000000 Penalty: 1079.066650
	Iteration 29Q: 3 clusters Score -8465690 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8465909.000000 Penalty: 1079.066650
	Iteration 30Q: 3 clusters Score -8465909 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8466128.000000 Penalty: 1079.066650
	Iteration 31Q: 3 clusters Score -8466128 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138603 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8466380.000000 Penalty: 1079.066650
	Iteration 32Q: 3 clusters Score -8466380 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8466546.000000 Penalty: 1079.066650
	Iteration 33Q: 3 clusters Score -8466546 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8466726.000000 Penalty: 1079.066650
	Iteration 34Q: 3 clusters Score -8466726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8466889.000000 Penalty: 1079.066650
	Iteration 35Q: 3 clusters Score -8466889 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140364 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8467051.000000 Penalty: 1079.066650
	Iteration 36Q: 3 clusters Score -8467051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8467132.000000 Penalty: 1079.066650
	Iteration 37Q: 3 clusters Score -8467132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8467168.000000 Penalty: 1079.066650
	Iteration 38Q: 3 clusters Score -8467168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8467192.000000 Penalty: 1079.066650
	Iteration 39Q: 3 clusters Score -8467192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140809 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8467211.000000 Penalty: 1079.066650
	Iteration 40F: 3 clusters Score -8467211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8467211.000000 Penalty: 1079.066650
	Iteration 41Q: 3 clusters Score -8467211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140874 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8467215.000000 Penalty: 1079.066650
	Iteration 42Q: 3 clusters Score -8467215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140886 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8467226.000000 Penalty: 1079.066650
	Iteration 43Q: 3 clusters Score -8467226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8467225.000000 Penalty: 1079.066650
	Iteration 44Q: 3 clusters Score -8467225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140900 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8467229.000000 Penalty: 1079.066650
	Iteration 45Q: 3 clusters Score -8467229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8467236.000000 Penalty: 1079.066650
	Iteration 46Q: 3 clusters Score -8467236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8467232.000000 Penalty: 1079.066650
	Iteration 47Q: 3 clusters Score -8467232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8467233.000000 Penalty: 1079.066650
	Iteration 48Q: 3 clusters Score -8467233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8467247.000000 Penalty: 1079.066650
	Iteration 49Q: 3 clusters Score -8467247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8467242.000000 Penalty: 1079.066650
	Iteration 50Q: 3 clusters Score -8467242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140931 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8467241.000000 Penalty: 1079.066650
	Iteration 51Q: 3 clusters Score -8467241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8467239.000000 Penalty: 1079.066650
	Iteration 52Q: 3 clusters Score -8467239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140936 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8467242.000000 Penalty: 1079.066650
	Iteration 53Q: 3 clusters Score -8467242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8467236.000000 Penalty: 1079.066650
	Iteration 54Q: 3 clusters Score -8467236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8467237.000000 Penalty: 1079.066650
	Iteration 55Q: 3 clusters Score -8467237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8467233.000000 Penalty: 1079.066650
	Iteration 56Q: 3 clusters Score -8467233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140942 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8467233.000000 Penalty: 1079.066650
	Iteration 57F: 3 clusters Score -8467233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 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 180 members 
Entering Unmasked Estep 
Score: -21426.949219 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21426.95 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21590.734375 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21590.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21667.269531 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21667.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21724.167969 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -21724.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21751.400391 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -21751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21774.386719 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21774.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21792.162109 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21792.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21800.126953 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21800.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21803.138672 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21803.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21803.923828 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21803.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21804.947266 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -21804.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21805.433594 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -21805.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21805.433594 Penalty: 540.315796
	Iteration 12F: 3 clusters Score -21805.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -259609.796875 Penalty: 379.468994
	Iteration 0F: 2 clusters Score -259609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -256750.078125 Penalty: 758.937988
	Iteration 0F: 3 clusters Score -256750.1 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -257777.875000 Penalty: 758.937988
	Iteration 1F: 3 clusters Score -257777.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -257884.125000 Penalty: 758.937988
	Iteration 2F: 3 clusters Score -257884.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -258033.140625 Penalty: 758.937988
	Iteration 3F: 3 clusters Score -258033.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -258197.406250 Penalty: 758.937988
	Iteration 4F: 3 clusters Score -258197.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -258377.125000 Penalty: 758.937988
	Iteration 5F: 3 clusters Score -258377.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -258601.000000 Penalty: 758.937988
	Iteration 6F: 3 clusters Score -258601 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -258809.468750 Penalty: 758.937988
	Iteration 7F: 3 clusters Score -258809.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -259011.859375 Penalty: 758.937988
	Iteration 8Q: 3 clusters Score -259011.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -259122.218750 Penalty: 758.937988
	Iteration 9Q: 3 clusters Score -259122.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -259180.265625 Penalty: 758.937988
	Iteration 10Q: 3 clusters Score -259180.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -259211.515625 Penalty: 758.937988
	Iteration 11Q: 3 clusters Score -259211.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -259234.500000 Penalty: 758.937988
	Iteration 12Q: 3 clusters Score -259234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -259246.796875 Penalty: 758.937988
	Iteration 13Q: 3 clusters Score -259246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -259256.078125 Penalty: 758.937988
	Iteration 14Q: 3 clusters Score -259256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -259266.765625 Penalty: 758.937988
	Iteration 15Q: 3 clusters Score -259266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -259281.234375 Penalty: 758.937988
	Iteration 16Q: 3 clusters Score -259281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -259293.843750 Penalty: 758.937988
	Iteration 17Q: 3 clusters Score -259293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -259302.234375 Penalty: 758.937988
	Iteration 18Q: 3 clusters Score -259302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -259305.140625 Penalty: 758.937988
	Iteration 19Q: 3 clusters Score -259305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -259306.390625 Penalty: 758.937988
	Iteration 20F: 3 clusters Score -259306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11594.074219 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11594.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11332.153320 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11332.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11421.768555 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11421.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11451.833984 Penalty: 488.303802
	Iteration 2Q: 3 clusters Score -11451.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11475.427734 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11475.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11481.655273 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11481.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11486.069336 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11486.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11494.203125 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11499.198242 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11503.188477 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11503.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11523.638672 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -11523.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11533.370117 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -11533.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11545.950195 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -11545.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11555.858398 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -11555.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11573.614258 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -11573.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11589.591797 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -11589.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11594.182617 Penalty: 488.303802
	Iteration 15Q: 3 clusters Score -11594.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11595.351562 Penalty: 488.303802
	Iteration 16Q: 3 clusters Score -11595.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11596.010742 Penalty: 488.303802
	Iteration 17Q: 3 clusters Score -11596.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11596.010742 Penalty: 488.303802
	Iteration 18F: 3 clusters Score -11596.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 108 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 106 members 
Entering Unmasked Estep 
Score: -58206884.000000 Penalty: 54754.117188
Splitting cluster 33 changes total score from -58207104.000000 to -58206884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9620.938477 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9620.938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9708.387695 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9708.388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9806.256836 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9806.257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9832.660156 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9832.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9837.578125 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9837.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9852.237305 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9852.237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9868.995117 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9868.995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9884.224609 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9884.225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9894.903320 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -9894.903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9901.022461 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -9901.022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9922.788086 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -9922.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9941.788086 Penalty: 478.904785
	Iteration 11Q: 3 clusters Score -9941.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9942.615234 Penalty: 478.904785
	Iteration 12Q: 3 clusters Score -9942.615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9942.623047 Penalty: 478.904785
	Iteration 13Q: 3 clusters Score -9942.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9943.750977 Penalty: 478.904785
	Iteration 14F: 3 clusters Score -9943.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9949.126953 Penalty: 478.904785
	Iteration 15Q: 3 clusters Score -9949.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9950.018555 Penalty: 478.904785
	Iteration 16Q: 3 clusters Score -9950.019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9950.649414 Penalty: 478.904785
	Iteration 17Q: 3 clusters Score -9950.649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9950.649414 Penalty: 478.904785
	Iteration 18F: 3 clusters Score -9950.649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 113 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 80 members 
Entering Unmasked Estep 
Score: -58206876.000000 Penalty: 54754.117188
Splitting cluster 34 changes total score from -58207104.000000 to -58206876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 165 members 
Entering Unmasked Estep 
Score: -19754.789062 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19754.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19831.955078 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19831.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19852.392578 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19852.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19860.810547 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19860.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19865.654297 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19865.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19872.056641 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19872.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19880.910156 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19880.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19888.646484 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19888.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19893.644531 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19893.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19896.775391 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19896.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19898.380859 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -19898.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19899.675781 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -19899.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19901.492188 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -19901.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19909.566406 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -19909.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19910.986328 Penalty: 524.060059
	Iteration 14Q: 3 clusters Score -19910.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19915.126953 Penalty: 524.060059
	Iteration 15Q: 3 clusters Score -19915.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19917.373047 Penalty: 524.060059
	Iteration 16Q: 3 clusters Score -19917.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19920.738281 Penalty: 524.060059
	Iteration 17Q: 3 clusters Score -19920.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19925.019531 Penalty: 524.060059
	Iteration 18Q: 3 clusters Score -19925.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19927.814453 Penalty: 524.060059
	Iteration 19Q: 3 clusters Score -19927.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19929.953125 Penalty: 524.060059
	Iteration 20F: 3 clusters Score -19929.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16122.647461 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16122.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16206.039062 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16206.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16246.352539 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16246.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16292.376953 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -16292.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16349.558594 Penalty: 510.461945
	Iteration 4F: 3 clusters Score -16349.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16370.091797 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16370.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16394.730469 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16394.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16419.666016 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16419.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16442.507812 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16442.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16450.736328 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16450.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16452.259766 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -16452.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16452.259766 Penalty: 510.461945
	Iteration 11F: 3 clusters Score -16452.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12255.367188 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12255.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11948.942383 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11948.94 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12033.838867 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12033.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12061.256836 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12061.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12077.594727 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -12077.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12097.687500 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12097.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12130.779297 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12130.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12151.116211 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12151.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12161.672852 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12161.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12200.978516 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12200.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12229.034180 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12229.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12234.159180 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -12234.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12237.513672 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -12237.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12238.101562 Penalty: 502.088196
	Iteration 12F: 3 clusters Score -12238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12241.997070 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -12242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12250.007812 Penalty: 502.088196
	Iteration 14Q: 3 clusters Score -12250.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12252.891602 Penalty: 502.088196
	Iteration 15Q: 3 clusters Score -12252.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12255.292969 Penalty: 502.088196
	Iteration 16Q: 3 clusters Score -12255.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12257.885742 Penalty: 502.088196
	Iteration 17Q: 3 clusters Score -12257.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12264.420898 Penalty: 502.088196
	Iteration 18Q: 3 clusters Score -12264.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12273.878906 Penalty: 502.088196
	Iteration 19Q: 3 clusters Score -12273.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12276.948242 Penalty: 502.088196
	Iteration 20F: 3 clusters Score -12276.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12278.000977 Penalty: 502.088196
	Iteration 21Q: 3 clusters Score -12278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12280.593750 Penalty: 502.088196
	Iteration 22Q: 3 clusters Score -12280.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12282.150391 Penalty: 502.088196
	Iteration 23Q: 3 clusters Score -12282.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12282.150391 Penalty: 502.088196
	Iteration 24F: 3 clusters Score -12282.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 88 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 161 members 
Entering Unmasked Estep 
Score: -58206880.000000 Penalty: 54754.117188
Splitting cluster 37 changes total score from -58207104.000000 to -58206880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -54517.250000 Penalty: 309.811279
	Iteration 0F: 2 clusters Score -54517.25 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 461 members 
Entering Unmasked Estep 
Score: -53781.859375 Penalty: 619.622559
	Iteration 0F: 3 clusters Score -53781.86 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53984.355469 Penalty: 619.622559
	Iteration 1F: 3 clusters Score -53984.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54014.652344 Penalty: 619.622559
	Iteration 2F: 3 clusters Score -54014.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54035.261719 Penalty: 619.622559
	Iteration 3Q: 3 clusters Score -54035.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54048.054688 Penalty: 619.622559
	Iteration 4Q: 3 clusters Score -54048.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54067.566406 Penalty: 619.622559
	Iteration 5Q: 3 clusters Score -54067.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54092.867188 Penalty: 619.622559
	Iteration 6Q: 3 clusters Score -54092.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54112.203125 Penalty: 619.622559
	Iteration 7Q: 3 clusters Score -54112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54124.542969 Penalty: 619.622559
	Iteration 8Q: 3 clusters Score -54124.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54135.945312 Penalty: 619.622559
	Iteration 9Q: 3 clusters Score -54135.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -54151.246094 Penalty: 619.622559
	Iteration 10Q: 3 clusters Score -54151.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -54166.957031 Penalty: 619.622559
	Iteration 11Q: 3 clusters Score -54166.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54179.937500 Penalty: 619.622559
	Iteration 12Q: 3 clusters Score -54179.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54190.285156 Penalty: 619.622559
	Iteration 13Q: 3 clusters Score -54190.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54196.128906 Penalty: 619.622559
	Iteration 14Q: 3 clusters Score -54196.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54205.039062 Penalty: 619.622559
	Iteration 15Q: 3 clusters Score -54205.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54209.179688 Penalty: 619.622559
	Iteration 16Q: 3 clusters Score -54209.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -54215.832031 Penalty: 619.622559
	Iteration 17Q: 3 clusters Score -54215.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54223.441406 Penalty: 619.622559
	Iteration 18Q: 3 clusters Score -54223.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -54230.777344 Penalty: 619.622559
	Iteration 19Q: 3 clusters Score -54230.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54234.070312 Penalty: 619.622559
	Iteration 20F: 3 clusters Score -54234.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54236.121094 Penalty: 619.622559
	Iteration 21Q: 3 clusters Score -54236.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54241.457031 Penalty: 619.622559
	Iteration 22Q: 3 clusters Score -54241.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -54249.546875 Penalty: 619.622559
	Iteration 23Q: 3 clusters Score -54249.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54255.738281 Penalty: 619.622559
	Iteration 24Q: 3 clusters Score -54255.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -54259.742188 Penalty: 619.622559
	Iteration 25Q: 3 clusters Score -54259.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -54262.488281 Penalty: 619.622559
	Iteration 26Q: 3 clusters Score -54262.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -54266.863281 Penalty: 619.622559
	Iteration 27Q: 3 clusters Score -54266.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -54271.437500 Penalty: 619.622559
	Iteration 28Q: 3 clusters Score -54271.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54273.296875 Penalty: 619.622559
	Iteration 29Q: 3 clusters Score -54273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54273.449219 Penalty: 619.622559
	Iteration 30Q: 3 clusters Score -54273.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54273.449219 Penalty: 619.622559
	Iteration 31F: 3 clusters Score -54273.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Entering Unmasked Estep 
Score: -2332172.750000 Penalty: 479.505463
	Iteration 0F: 2 clusters Score -2332173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2307017.750000 Penalty: 959.010925
	Iteration 0F: 3 clusters Score -2307018 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2318147.500000 Penalty: 959.010925
	Iteration 1F: 3 clusters Score -2318148 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2319005.000000 Penalty: 959.010925
	Iteration 2F: 3 clusters Score -2319005 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2320282.250000 Penalty: 959.010925
	Iteration 3F: 3 clusters Score -2320282 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2322172.250000 Penalty: 959.010925
	Iteration 4F: 3 clusters Score -2322172 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -2324600.750000 Penalty: 959.010925
	Iteration 5F: 3 clusters Score -2324601 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -2326815.750000 Penalty: 959.010925
	Iteration 6F: 3 clusters Score -2326816 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -2328342.750000 Penalty: 959.010925
	Iteration 7Q: 3 clusters Score -2328343 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -2329197.250000 Penalty: 959.010925
	Iteration 8Q: 3 clusters Score -2329197 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -2329704.750000 Penalty: 959.010925
	Iteration 9Q: 3 clusters Score -2329705 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -2330099.250000 Penalty: 959.010925
	Iteration 10Q: 3 clusters Score -2330099 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -2330434.250000 Penalty: 959.010925
	Iteration 11Q: 3 clusters Score -2330434 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -2330749.000000 Penalty: 959.010925
	Iteration 12Q: 3 clusters Score -2330749 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2330975.250000 Penalty: 959.010925
	Iteration 13Q: 3 clusters Score -2330975 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -2331132.500000 Penalty: 959.010925
	Iteration 14Q: 3 clusters Score -2331132 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -2331232.250000 Penalty: 959.010925
	Iteration 15Q: 3 clusters Score -2331232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -2331319.000000 Penalty: 959.010925
	Iteration 16Q: 3 clusters Score -2331319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -2331380.750000 Penalty: 959.010925
	Iteration 17Q: 3 clusters Score -2331381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -2331435.750000 Penalty: 959.010925
	Iteration 18Q: 3 clusters Score -2331436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -2331493.000000 Penalty: 959.010925
	Iteration 19Q: 3 clusters Score -2331493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -2331542.250000 Penalty: 959.010925
	Iteration 20F: 3 clusters Score -2331542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -2331568.000000 Penalty: 959.010925
	Iteration 21Q: 3 clusters Score -2331568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -2331597.500000 Penalty: 959.010925
	Iteration 22Q: 3 clusters Score -2331598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -2331623.250000 Penalty: 959.010925
	Iteration 23Q: 3 clusters Score -2331623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -2331643.750000 Penalty: 959.010925
	Iteration 24Q: 3 clusters Score -2331644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -2331661.250000 Penalty: 959.010925
	Iteration 25Q: 3 clusters Score -2331661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -2331672.000000 Penalty: 959.010925
	Iteration 26Q: 3 clusters Score -2331672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -2331687.750000 Penalty: 959.010925
	Iteration 27Q: 3 clusters Score -2331688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -2331696.000000 Penalty: 959.010925
	Iteration 28Q: 3 clusters Score -2331696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -2331704.250000 Penalty: 959.010925
	Iteration 29Q: 3 clusters Score -2331704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -2331709.500000 Penalty: 959.010925
	Iteration 30Q: 3 clusters Score -2331710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -2331710.750000 Penalty: 959.010925
	Iteration 31Q: 3 clusters Score -2331711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -2331714.750000 Penalty: 959.010925
	Iteration 32Q: 3 clusters Score -2331715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -2331716.750000 Penalty: 959.010925
	Iteration 33Q: 3 clusters Score -2331717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -2331724.500000 Penalty: 959.010925
	Iteration 34Q: 3 clusters Score -2331724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -2331727.250000 Penalty: 959.010925
	Iteration 35Q: 3 clusters Score -2331727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -2331733.500000 Penalty: 959.010925
	Iteration 36Q: 3 clusters Score -2331734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -2331740.250000 Penalty: 959.010925
	Iteration 37Q: 3 clusters Score -2331740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -2331743.000000 Penalty: 959.010925
	Iteration 38Q: 3 clusters Score -2331743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -2331743.250000 Penalty: 959.010925
	Iteration 39Q: 3 clusters Score -2331743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2331743.000000 Penalty: 959.010925
	Iteration 40F: 3 clusters Score -2331743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -2331744.000000 Penalty: 959.010925
	Iteration 41Q: 3 clusters Score -2331744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -2331745.250000 Penalty: 959.010925
	Iteration 42Q: 3 clusters Score -2331745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -2331745.250000 Penalty: 959.010925
	Iteration 43F: 3 clusters Score -2331745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -29230.365234 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -29230.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28734.443359 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -28734.44 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28948.466797 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -28948.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28992.230469 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -28992.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29017.279297 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -29017.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29052.345703 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -29052.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29077.353516 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -29077.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29114.333984 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -29114.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29150.587891 Penalty: 563.690918
	Iteration 7F: 3 clusters Score -29150.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29177.414062 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -29177.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29184.521484 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -29184.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29185.560547 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -29185.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29186.158203 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -29186.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29186.158203 Penalty: 563.690918
	Iteration 12F: 3 clusters Score -29186.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9724.152344 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9724.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9451.822266 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9451.822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9584.830078 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9584.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9623.742188 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9623.742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9632.940430 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9632.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9635.352539 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9635.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9635.352539 Penalty: 492.865143
	Iteration 5F: 3 clusters Score -9635.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -83647.429688 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -83647.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82576.476562 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -82576.48 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -82920.765625 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -82920.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -83019.437500 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -83019.44 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -83118.125000 Penalty: 658.637817
	Iteration 3F: 3 clusters Score -83118.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -83215.585938 Penalty: 658.637817
	Iteration 4F: 3 clusters Score -83215.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83319.281250 Penalty: 658.637817
	Iteration 5F: 3 clusters Score -83319.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -83379.007812 Penalty: 658.637817
	Iteration 6F: 3 clusters Score -83379.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83394.960938 Penalty: 658.637817
	Iteration 7Q: 3 clusters Score -83394.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -83400.390625 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -83400.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -83403.773438 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -83403.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -83409.351562 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -83409.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -83414.750000 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -83414.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -83421.773438 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -83421.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -83429.367188 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -83429.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -83433.289062 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -83433.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -83436.562500 Penalty: 658.637817
	Iteration 15Q: 3 clusters Score -83436.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -83437.460938 Penalty: 658.637817
	Iteration 16Q: 3 clusters Score -83437.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -83439.320312 Penalty: 658.637817
	Iteration 17Q: 3 clusters Score -83439.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -83443.718750 Penalty: 658.637817
	Iteration 18Q: 3 clusters Score -83443.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -83447.070312 Penalty: 658.637817
	Iteration 19Q: 3 clusters Score -83447.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -83454.867188 Penalty: 658.637817
	Iteration 20F: 3 clusters Score -83454.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -83464.476562 Penalty: 658.637817
	Iteration 21Q: 3 clusters Score -83464.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -83471.625000 Penalty: 658.637817
	Iteration 22Q: 3 clusters Score -83471.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -83477.546875 Penalty: 658.637817
	Iteration 23Q: 3 clusters Score -83477.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -83484.460938 Penalty: 658.637817
	Iteration 24Q: 3 clusters Score -83484.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -83488.406250 Penalty: 658.637817
	Iteration 25Q: 3 clusters Score -83488.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -83489.851562 Penalty: 658.637817
	Iteration 26Q: 3 clusters Score -83489.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -83491.898438 Penalty: 658.637817
	Iteration 27Q: 3 clusters Score -83491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -83495.328125 Penalty: 658.637817
	Iteration 28Q: 3 clusters Score -83495.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -83496.578125 Penalty: 658.637817
	Iteration 29Q: 3 clusters Score -83496.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -83498.937500 Penalty: 658.637817
	Iteration 30Q: 3 clusters Score -83498.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -83500.820312 Penalty: 658.637817
	Iteration 31Q: 3 clusters Score -83500.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -83502.296875 Penalty: 658.637817
	Iteration 32Q: 3 clusters Score -83502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -83502.531250 Penalty: 658.637817
	Iteration 33Q: 3 clusters Score -83502.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -83502.953125 Penalty: 658.637817
	Iteration 34Q: 3 clusters Score -83502.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -83503.281250 Penalty: 658.637817
	Iteration 35Q: 3 clusters Score -83503.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -83503.453125 Penalty: 658.637817
	Iteration 36Q: 3 clusters Score -83503.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -83503.453125 Penalty: 658.637817
	Iteration 37F: 3 clusters Score -83503.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Entering Unmasked Estep 
Score: -1012727.687500 Penalty: 442.961792
	Iteration 0F: 2 clusters Score -1012728 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 8443 members 
Entering Unmasked Estep 
Score: -1001378.562500 Penalty: 885.923584
	Iteration 0F: 3 clusters Score -1001379 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1006022.250000 Penalty: 885.923584
	Iteration 1F: 3 clusters Score -1006022 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1006262.625000 Penalty: 885.923584
	Iteration 2Q: 3 clusters Score -1006263 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1006626.187500 Penalty: 885.923584
	Iteration 3Q: 3 clusters Score -1006626 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1007221.750000 Penalty: 885.923584
	Iteration 4F: 3 clusters Score -1007222 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1008097.562500 Penalty: 885.923584
	Iteration 5F: 3 clusters Score -1008098 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1009248.312500 Penalty: 885.923584
	Iteration 6F: 3 clusters Score -1009248 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1010283.250000 Penalty: 885.923584
	Iteration 7F: 3 clusters Score -1010283 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1010822.437500 Penalty: 885.923584
	Iteration 8F: 3 clusters Score -1010822 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1011069.562500 Penalty: 885.923584
	Iteration 9Q: 3 clusters Score -1011070 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1011217.375000 Penalty: 885.923584
	Iteration 10Q: 3 clusters Score -1011217 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1011317.875000 Penalty: 885.923584
	Iteration 11Q: 3 clusters Score -1011318 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1011402.500000 Penalty: 885.923584
	Iteration 12Q: 3 clusters Score -1011402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1011448.562500 Penalty: 885.923584
	Iteration 13Q: 3 clusters Score -1011449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1011487.750000 Penalty: 885.923584
	Iteration 14Q: 3 clusters Score -1011488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1011521.375000 Penalty: 885.923584
	Iteration 15Q: 3 clusters Score -1011521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1011548.187500 Penalty: 885.923584
	Iteration 16Q: 3 clusters Score -1011548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1011570.562500 Penalty: 885.923584
	Iteration 17Q: 3 clusters Score -1011571 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1011597.687500 Penalty: 885.923584
	Iteration 18Q: 3 clusters Score -1011598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1011619.500000 Penalty: 885.923584
	Iteration 19Q: 3 clusters Score -1011620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1011631.062500 Penalty: 885.923584
	Iteration 20F: 3 clusters Score -1011631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1011638.312500 Penalty: 885.923584
	Iteration 21Q: 3 clusters Score -1011638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1011647.062500 Penalty: 885.923584
	Iteration 22Q: 3 clusters Score -1011647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1011649.062500 Penalty: 885.923584
	Iteration 23Q: 3 clusters Score -1011649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1011657.750000 Penalty: 885.923584
	Iteration 24Q: 3 clusters Score -1011658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1011663.375000 Penalty: 885.923584
	Iteration 25Q: 3 clusters Score -1011663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1011666.625000 Penalty: 885.923584
	Iteration 26Q: 3 clusters Score -1011667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1011668.750000 Penalty: 885.923584
	Iteration 27Q: 3 clusters Score -1011669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1011667.812500 Penalty: 885.923584
	Iteration 28Q: 3 clusters Score -1011668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1011669.125000 Penalty: 885.923584
	Iteration 29Q: 3 clusters Score -1011669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1011670.500000 Penalty: 885.923584
	Iteration 30Q: 3 clusters Score -1011670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1011671.187500 Penalty: 885.923584
	Iteration 31Q: 3 clusters Score -1011671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1011672.375000 Penalty: 885.923584
	Iteration 32Q: 3 clusters Score -1011672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1011671.250000 Penalty: 885.923584
	Iteration 33Q: 3 clusters Score -1011671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1011673.125000 Penalty: 885.923584
	Iteration 34Q: 3 clusters Score -1011673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1011674.000000 Penalty: 885.923584
	Iteration 35Q: 3 clusters Score -1011674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1011675.375000 Penalty: 885.923584
	Iteration 36Q: 3 clusters Score -1011675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1011675.750000 Penalty: 885.923584
	Iteration 37Q: 3 clusters Score -1011676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1011676.500000 Penalty: 885.923584
	Iteration 38Q: 3 clusters Score -1011676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1011674.500000 Penalty: 885.923584
	Iteration 39Q: 3 clusters Score -1011674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1011676.062500 Penalty: 885.923584
	Iteration 40F: 3 clusters Score -1011676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1011675.500000 Penalty: 885.923584
	Iteration 41Q: 3 clusters Score -1011676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1011674.687500 Penalty: 885.923584
	Iteration 42Q: 3 clusters Score -1011675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1011676.312500 Penalty: 885.923584
	Iteration 43Q: 3 clusters Score -1011676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1011678.687500 Penalty: 885.923584
	Iteration 44Q: 3 clusters Score -1011679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1011679.062500 Penalty: 885.923584
	Iteration 45Q: 3 clusters Score -1011679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1011678.375000 Penalty: 885.923584
	Iteration 46Q: 3 clusters Score -1011678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1011678.812500 Penalty: 885.923584
	Iteration 47Q: 3 clusters Score -1011679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1011678.687500 Penalty: 885.923584
	Iteration 48Q: 3 clusters Score -1011679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1011678.687500 Penalty: 885.923584
	Iteration 49F: 3 clusters Score -1011679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -117885.093750 Penalty: 344.548889
	Iteration 0F: 2 clusters Score -117885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -116440.617188 Penalty: 689.097778
	Iteration 0F: 3 clusters Score -116440.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -116954.726562 Penalty: 689.097778
	Iteration 1F: 3 clusters Score -116954.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117030.531250 Penalty: 689.097778
	Iteration 2F: 3 clusters Score -117030.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -117091.343750 Penalty: 689.097778
	Iteration 3F: 3 clusters Score -117091.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -117140.953125 Penalty: 689.097778
	Iteration 4Q: 3 clusters Score -117141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -117189.257812 Penalty: 689.097778
	Iteration 5Q: 3 clusters Score -117189.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -117237.804688 Penalty: 689.097778
	Iteration 6Q: 3 clusters Score -117237.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -117302.617188 Penalty: 689.097778
	Iteration 7Q: 3 clusters Score -117302.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -117381.234375 Penalty: 689.097778
	Iteration 8Q: 3 clusters Score -117381.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -117466.695312 Penalty: 689.097778
	Iteration 9F: 3 clusters Score -117466.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -117549.921875 Penalty: 689.097778
	Iteration 10Q: 3 clusters Score -117549.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117597.109375 Penalty: 689.097778
	Iteration 11Q: 3 clusters Score -117597.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -117630.867188 Penalty: 689.097778
	Iteration 12Q: 3 clusters Score -117630.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117656.515625 Penalty: 689.097778
	Iteration 13Q: 3 clusters Score -117656.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -117671.257812 Penalty: 689.097778
	Iteration 14Q: 3 clusters Score -117671.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -117684.492188 Penalty: 689.097778
	Iteration 15Q: 3 clusters Score -117684.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -117690.429688 Penalty: 689.097778
	Iteration 16Q: 3 clusters Score -117690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117694.742188 Penalty: 689.097778
	Iteration 17Q: 3 clusters Score -117694.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -117699.164062 Penalty: 689.097778
	Iteration 18Q: 3 clusters Score -117699.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -117702.710938 Penalty: 689.097778
	Iteration 19Q: 3 clusters Score -117702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -117707.039062 Penalty: 689.097778
	Iteration 20F: 3 clusters Score -117707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117708.656250 Penalty: 689.097778
	Iteration 21Q: 3 clusters Score -117708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -117710.015625 Penalty: 689.097778
	Iteration 22Q: 3 clusters Score -117710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117711.992188 Penalty: 689.097778
	Iteration 23Q: 3 clusters Score -117712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117713.578125 Penalty: 689.097778
	Iteration 24Q: 3 clusters Score -117713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117715.281250 Penalty: 689.097778
	Iteration 25Q: 3 clusters Score -117715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -117716.320312 Penalty: 689.097778
	Iteration 26Q: 3 clusters Score -117716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117718.296875 Penalty: 689.097778
	Iteration 27Q: 3 clusters Score -117718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -117720.929688 Penalty: 689.097778
	Iteration 28Q: 3 clusters Score -117720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117722.382812 Penalty: 689.097778
	Iteration 29Q: 3 clusters Score -117722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -117724.585938 Penalty: 689.097778
	Iteration 30Q: 3 clusters Score -117724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -117727.460938 Penalty: 689.097778
	Iteration 31Q: 3 clusters Score -117727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117730.523438 Penalty: 689.097778
	Iteration 32Q: 3 clusters Score -117730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -117731.828125 Penalty: 689.097778
	Iteration 33Q: 3 clusters Score -117731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -117733.109375 Penalty: 689.097778
	Iteration 34Q: 3 clusters Score -117733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117733.773438 Penalty: 689.097778
	Iteration 35Q: 3 clusters Score -117733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117734.101562 Penalty: 689.097778
	Iteration 36Q: 3 clusters Score -117734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -117734.992188 Penalty: 689.097778
	Iteration 37Q: 3 clusters Score -117735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -117735.890625 Penalty: 689.097778
	Iteration 38Q: 3 clusters Score -117735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -117736.000000 Penalty: 689.097778
	Iteration 39Q: 3 clusters Score -117736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -117736.000000 Penalty: 689.097778
	Iteration 40F: 3 clusters Score -117736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 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 426 members 
Entering Unmasked Estep 
Score: -51965.570312 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51965.57 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52305.242188 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52305.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52379.960938 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52379.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52441.324219 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52441.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52470.367188 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -52470.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52486.683594 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52486.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52506.589844 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52506.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52523.574219 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52523.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52533.226562 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52533.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52536.429688 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52536.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52538.476562 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52538.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52539.000000 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52539.000000 Penalty: 618.916748
	Iteration 12F: 3 clusters Score -52539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3129.086426 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3129.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3051.682129 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -3051.682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3064.749023 Penalty: 364.667328
	Iteration 1Q: 3 clusters Score -3064.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3064.749023 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -3064.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 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 185 members 
Entering Unmasked Estep 
Score: -19185.365234 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19185.37 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19292.816406 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19292.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19340.535156 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19340.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19414.044922 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19414.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19552.244141 Penalty: 528.267273
	Iteration 4F: 3 clusters Score -19552.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19589.505859 Penalty: 528.267273
	Iteration 5F: 3 clusters Score -19589.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19613.421875 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19613.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19640.990234 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19640.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19646.750000 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19646.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19647.962891 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19647.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19647.962891 Penalty: 528.267273
	Iteration 10F: 3 clusters Score -19647.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 101 members 
Entering Unmasked Estep 
Score: -58206952.000000 Penalty: 54754.117188
Splitting cluster 47 changes total score from -58207104.000000 to -58206952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10635.064453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10635.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10328.666992 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -10328.67 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10395.432617 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -10395.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10422.034180 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -10422.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10443.453125 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -10443.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10459.060547 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10459.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10465.178711 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10465.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10474.333984 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10474.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10484.814453 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10484.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10489.188477 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -10489.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10491.975586 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -10491.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10491.975586 Penalty: 491.232819
	Iteration 10F: 3 clusters Score -10491.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35201.230469 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35201.23 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35407.378906 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35407.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35490.015625 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35490.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35553.625000 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35553.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35588.804688 Penalty: 583.325928
	Iteration 4F: 3 clusters Score -35588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35597.054688 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35597.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35602.097656 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35606.046875 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35606.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35609.925781 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35609.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35615.742188 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35615.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35626.519531 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35626.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35639.371094 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35639.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35650.332031 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -35650.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35657.386719 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -35657.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35660.625000 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -35660.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35668.542969 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -35668.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35671.207031 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -35671.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35671.613281 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -35671.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35672.261719 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -35672.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35675.085938 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -35675.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35676.437500 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -35676.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35677.601562 Penalty: 583.325928
	Iteration 21Q: 3 clusters Score -35677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35680.578125 Penalty: 583.325928
	Iteration 22Q: 3 clusters Score -35680.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35681.812500 Penalty: 583.325928
	Iteration 23Q: 3 clusters Score -35681.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35682.808594 Penalty: 583.325928
	Iteration 24Q: 3 clusters Score -35682.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35683.542969 Penalty: 583.325928
	Iteration 25Q: 3 clusters Score -35683.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35684.125000 Penalty: 583.325928
	Iteration 26Q: 3 clusters Score -35684.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35684.125000 Penalty: 583.325928
	Iteration 27F: 3 clusters Score -35684.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 265 members 
Entering Unmasked Estep 
Score: -32295.966797 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32295.97 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32414.402344 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32414.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32465.414062 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32465.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32502.361328 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -32502.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32533.740234 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32533.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32554.404297 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32554.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32571.185547 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32571.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32581.675781 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32581.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32594.117188 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32594.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32604.722656 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32604.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32616.537109 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32616.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32630.914062 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32630.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32653.935547 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32653.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32690.500000 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -32690.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32722.367188 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -32722.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32741.722656 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -32741.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32748.353516 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -32748.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32751.273438 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -32751.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32752.125000 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -32752.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32752.125000 Penalty: 568.395691
	Iteration 19F: 3 clusters Score -32752.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2760.999268 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2760.999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2843.781494 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2843.781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2864.821045 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2864.821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2875.078613 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -2875.079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2879.728271 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2879.728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2881.052490 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -2881.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2882.260498 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -2882.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2882.260498 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -2882.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48743.171875 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48743.17 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49033.585938 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49033.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49110.980469 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49110.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49160.179688 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49160.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49216.820312 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49216.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49251.132812 Penalty: 610.213135
	Iteration 5F: 3 clusters Score -49251.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49269.285156 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49269.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49286.429688 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49286.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49302.800781 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49327.515625 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49327.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49338.144531 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49338.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -49341.281250 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49341.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49343.476562 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49343.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49344.152344 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49344.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -49344.496094 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -49344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -49344.496094 Penalty: 610.213135
	Iteration 15F: 3 clusters Score -49344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10959.072266 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10959.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10681.274414 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10681.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10785.817383 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10785.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10829.491211 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10829.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10845.656250 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -10845.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10852.488281 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10852.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10856.234375 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10856.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10859.033203 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10859.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10878.542969 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10878.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10894.208984 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10894.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10919.764648 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10919.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10931.042969 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10931.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10933.147461 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10933.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10933.147461 Penalty: 481.690735
	Iteration 12F: 3 clusters Score -10933.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -20763.964844 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -20763.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20395.810547 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -20395.81 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20595.539062 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -20595.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20645.595703 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -20645.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20672.171875 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -20672.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20690.806641 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -20690.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20706.951172 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -20706.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20710.343750 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -20710.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20713.576172 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -20713.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20715.152344 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -20715.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20716.396484 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -20716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20717.955078 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -20717.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20718.388672 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -20718.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20718.388672 Penalty: 535.128540
	Iteration 12F: 3 clusters Score -20718.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -8884.040039 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -8884.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8651.567383 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8651.567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8861.597656 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8861.598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8883.022461 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -8883.022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8891.723633 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -8891.724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8895.520508 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8895.521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8915.048828 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8915.049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8944.178711 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -8944.179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8957.636719 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -8957.637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8961.867188 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -8961.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8961.867188 Penalty: 475.052399
	Iteration 9F: 3 clusters Score -8961.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 77 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 108 members 
Entering Unmasked Estep 
Score: -58206888.000000 Penalty: 54754.117188
Splitting cluster 55 changes total score from -58207104.000000 to -58206888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (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: -86987.609375 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -86987.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85808.468750 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -85808.47 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86279.968750 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -86279.97 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86470.382812 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -86470.38 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86620.984375 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -86620.98 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -86723.312500 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -86723.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86762.562500 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -86762.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86794.359375 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -86794.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86827.398438 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -86827.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86835.500000 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -86835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86839.312500 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -86839.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86843.000000 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -86843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86844.375000 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -86844.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86845.625000 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -86845.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86846.007812 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -86846.01 nChanged 1
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: -86845.867188 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -86845.87 nChanged 0
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: -86845.867188 Penalty: 666.708374
	Iteration 15F: 3 clusters Score -86845.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20710.873047 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20710.87 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20828.947266 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20828.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20862.509766 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20862.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20880.113281 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20880.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20889.656250 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20889.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20900.361328 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20900.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20905.369141 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20905.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20908.433594 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20908.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20917.359375 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20917.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20920.335938 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20920.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20920.335938 Penalty: 537.387939
	Iteration 10F: 3 clusters Score -20920.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24465.765625 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24465.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24034.080078 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24034.08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24216.427734 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24216.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24312.826172 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24312.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24374.605469 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24374.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24396.556641 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -24396.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24406.054688 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -24406.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24413.326172 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24413.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24419.511719 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24419.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24425.011719 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24425.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24428.775391 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -24428.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24429.849609 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -24429.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24433.191406 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -24433.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24437.345703 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -24437.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24441.416016 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -24441.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24448.779297 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -24448.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24460.619141 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -24460.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24468.408203 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -24468.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24472.169922 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -24472.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24479.332031 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -24479.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24480.486328 Penalty: 555.332825
	Iteration 19Q: 3 clusters Score -24480.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24481.222656 Penalty: 555.332825
	Iteration 20F: 3 clusters Score -24481.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24495.783203 Penalty: 555.332825
	Iteration 21Q: 3 clusters Score -24495.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24499.144531 Penalty: 555.332825
	Iteration 22Q: 3 clusters Score -24499.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24499.144531 Penalty: 555.332825
	Iteration 23F: 3 clusters Score -24499.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 351 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 96 members 
Entering Unmasked Estep 
Score: -58206896.000000 Penalty: 54754.117188
Splitting cluster 58 changes total score from -58207104.000000 to -58206896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 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 150 members 
Entering Unmasked Estep 
Score: -17558.167969 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17558.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17671.097656 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17671.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17725.292969 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17725.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17768.968750 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17768.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17789.230469 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17789.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17805.648438 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17805.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17812.607422 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17812.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17816.283203 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17816.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17816.283203 Penalty: 517.822693
	Iteration 8F: 3 clusters Score -17816.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -21321.507812 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -21321.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20942.412109 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -20942.41 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21078.832031 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -21078.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21130.185547 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -21130.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21156.388672 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -21156.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21181.523438 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -21181.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21199.125000 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -21199.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21218.099609 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -21218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21230.314453 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -21230.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21234.902344 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -21234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21235.470703 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -21235.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21235.470703 Penalty: 527.164246
	Iteration 10F: 3 clusters Score -21235.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8222.677734 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8222.678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8270.634766 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8270.635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8278.483398 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -8278.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8280.584961 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8280.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8280.584961 Penalty: 450.980286
	Iteration 4F: 3 clusters Score -8280.585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3340.407227 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3340.407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3173.426758 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -3173.427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3182.952148 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -3182.952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3208.296387 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -3208.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3215.961670 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -3215.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3215.961670 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -3215.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -28900.689453 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -28900.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28447.056641 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -28447.06 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28685.908203 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -28685.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28818.623047 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -28818.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28900.583984 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -28900.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28929.566406 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -28929.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28958.093750 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -28958.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28996.773438 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -28996.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29008.826172 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -29008.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29014.333984 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -29014.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29019.478516 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -29019.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29021.246094 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -29021.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29022.662109 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -29022.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29023.140625 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -29023.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29023.308594 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -29023.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29023.509766 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -29023.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29023.509766 Penalty: 566.614868
	Iteration 15F: 3 clusters Score -29023.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 289 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 217 members 
Entering Unmasked Estep 
Score: -58206996.000000 Penalty: 54754.117188
Splitting cluster 64 changes total score from -58207104.000000 to -58206996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5815.128906 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5815.129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5886.518066 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5886.518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5912.311035 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5912.311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5932.750488 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5932.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5947.952148 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5947.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5949.524414 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5949.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5949.524414 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5949.524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -13713.994141 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -13713.99 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 148 members 
Entering Unmasked Estep 
Score: -13432.005859 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -13432.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13565.179688 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -13565.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13612.725586 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -13612.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13633.136719 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -13633.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13647.832031 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -13647.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13651.947266 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -13651.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13652.145508 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -13652.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13652.145508 Penalty: 517.822693
	Iteration 7F: 3 clusters Score -13652.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7599.369629 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7599.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7700.223145 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7700.223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7733.230957 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7733.231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7766.248535 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7766.249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7783.917480 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7783.917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7790.667480 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7790.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7793.802246 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7793.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7804.389160 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -7804.389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7813.092773 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -7813.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7815.509277 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -7815.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7818.877930 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -7818.878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7819.660156 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -7819.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7819.660156 Penalty: 489.150330
	Iteration 12F: 3 clusters Score -7819.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -308182.656250 Penalty: 388.012054
	Iteration 0F: 2 clusters Score -308182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -304808.187500 Penalty: 776.024109
	Iteration 0F: 3 clusters Score -304808.2 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -305988.968750 Penalty: 776.024109
	Iteration 1F: 3 clusters Score -305989 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -306072.031250 Penalty: 776.024109
	Iteration 2Q: 3 clusters Score -306072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -306159.656250 Penalty: 776.024109
	Iteration 3Q: 3 clusters Score -306159.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -306246.593750 Penalty: 776.024109
	Iteration 4Q: 3 clusters Score -306246.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -306336.531250 Penalty: 776.024109
	Iteration 5Q: 3 clusters Score -306336.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -306449.187500 Penalty: 776.024109
	Iteration 6Q: 3 clusters Score -306449.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -306572.968750 Penalty: 776.024109
	Iteration 7Q: 3 clusters Score -306573 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -306746.531250 Penalty: 776.024109
	Iteration 8Q: 3 clusters Score -306746.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -307001.593750 Penalty: 776.024109
	Iteration 9F: 3 clusters Score -307001.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -307240.031250 Penalty: 776.024109
	Iteration 10F: 3 clusters Score -307240 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -307363.531250 Penalty: 776.024109
	Iteration 11Q: 3 clusters Score -307363.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -307434.250000 Penalty: 776.024109
	Iteration 12Q: 3 clusters Score -307434.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -307523.468750 Penalty: 776.024109
	Iteration 13Q: 3 clusters Score -307523.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -307612.281250 Penalty: 776.024109
	Iteration 14Q: 3 clusters Score -307612.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -307677.750000 Penalty: 776.024109
	Iteration 15Q: 3 clusters Score -307677.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -307720.156250 Penalty: 776.024109
	Iteration 16Q: 3 clusters Score -307720.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -307756.437500 Penalty: 776.024109
	Iteration 17Q: 3 clusters Score -307756.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -307785.093750 Penalty: 776.024109
	Iteration 18Q: 3 clusters Score -307785.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -307807.312500 Penalty: 776.024109
	Iteration 19Q: 3 clusters Score -307807.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -307824.875000 Penalty: 776.024109
	Iteration 20F: 3 clusters Score -307824.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -307837.843750 Penalty: 776.024109
	Iteration 21Q: 3 clusters Score -307837.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -307848.906250 Penalty: 776.024109
	Iteration 22Q: 3 clusters Score -307848.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -307859.000000 Penalty: 776.024109
	Iteration 23Q: 3 clusters Score -307859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -307864.468750 Penalty: 776.024109
	Iteration 24Q: 3 clusters Score -307864.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -307867.312500 Penalty: 776.024109
	Iteration 25Q: 3 clusters Score -307867.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -307870.468750 Penalty: 776.024109
	Iteration 26Q: 3 clusters Score -307870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -307872.937500 Penalty: 776.024109
	Iteration 27Q: 3 clusters Score -307872.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -307877.437500 Penalty: 776.024109
	Iteration 28Q: 3 clusters Score -307877.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -307881.156250 Penalty: 776.024109
	Iteration 29Q: 3 clusters Score -307881.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -307885.687500 Penalty: 776.024109
	Iteration 30Q: 3 clusters Score -307885.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -307888.406250 Penalty: 776.024109
	Iteration 31Q: 3 clusters Score -307888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -307889.468750 Penalty: 776.024109
	Iteration 32Q: 3 clusters Score -307889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -307890.062500 Penalty: 776.024109
	Iteration 33Q: 3 clusters Score -307890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -307889.500000 Penalty: 776.024109
	Iteration 34Q: 3 clusters Score -307889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -307889.937500 Penalty: 776.024109
	Iteration 35Q: 3 clusters Score -307889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -307890.812500 Penalty: 776.024109
	Iteration 36Q: 3 clusters Score -307890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -307890.812500 Penalty: 776.024109
	Iteration 37Q: 3 clusters Score -307890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -307891.812500 Penalty: 776.024109
	Iteration 38Q: 3 clusters Score -307891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -307892.562500 Penalty: 776.024109
	Iteration 39Q: 3 clusters Score -307892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -307893.968750 Penalty: 776.024109
	Iteration 40F: 3 clusters Score -307894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -307896.156250 Penalty: 776.024109
	Iteration 41Q: 3 clusters Score -307896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -307897.062500 Penalty: 776.024109
	Iteration 42Q: 3 clusters Score -307897.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -307897.906250 Penalty: 776.024109
	Iteration 43Q: 3 clusters Score -307897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -307898.656250 Penalty: 776.024109
	Iteration 44Q: 3 clusters Score -307898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -307900.593750 Penalty: 776.024109
	Iteration 45Q: 3 clusters Score -307900.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -307902.187500 Penalty: 776.024109
	Iteration 46Q: 3 clusters Score -307902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -307904.093750 Penalty: 776.024109
	Iteration 47Q: 3 clusters Score -307904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -307904.187500 Penalty: 776.024109
	Iteration 48Q: 3 clusters Score -307904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -307906.312500 Penalty: 776.024109
	Iteration 49Q: 3 clusters Score -307906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -307907.875000 Penalty: 776.024109
	Iteration 50Q: 3 clusters Score -307907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -307908.343750 Penalty: 776.024109
	Iteration 51Q: 3 clusters Score -307908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -307909.250000 Penalty: 776.024109
	Iteration 52Q: 3 clusters Score -307909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -307910.406250 Penalty: 776.024109
	Iteration 53Q: 3 clusters Score -307910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -307910.812500 Penalty: 776.024109
	Iteration 54Q: 3 clusters Score -307910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -307911.031250 Penalty: 776.024109
	Iteration 55Q: 3 clusters Score -307911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -307911.687500 Penalty: 776.024109
	Iteration 56Q: 3 clusters Score -307911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -307911.906250 Penalty: 776.024109
	Iteration 57Q: 3 clusters Score -307911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -307912.812500 Penalty: 776.024109
	Iteration 58Q: 3 clusters Score -307912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -307912.687500 Penalty: 776.024109
	Iteration 59Q: 3 clusters Score -307912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -307912.750000 Penalty: 776.024109
	Iteration 60F: 3 clusters Score -307912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -307913.437500 Penalty: 776.024109
	Iteration 61Q: 3 clusters Score -307913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -307913.625000 Penalty: 776.024109
	Iteration 62Q: 3 clusters Score -307913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -307915.843750 Penalty: 776.024109
	Iteration 63Q: 3 clusters Score -307915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -307919.062500 Penalty: 776.024109
	Iteration 64Q: 3 clusters Score -307919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -307921.437500 Penalty: 776.024109
	Iteration 65Q: 3 clusters Score -307921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -307924.687500 Penalty: 776.024109
	Iteration 66Q: 3 clusters Score -307924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -307928.625000 Penalty: 776.024109
	Iteration 67Q: 3 clusters Score -307928.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -307933.000000 Penalty: 776.024109
	Iteration 68Q: 3 clusters Score -307933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -307937.468750 Penalty: 776.024109
	Iteration 69Q: 3 clusters Score -307937.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -307941.562500 Penalty: 776.024109
	Iteration 70Q: 3 clusters Score -307941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -307943.750000 Penalty: 776.024109
	Iteration 71Q: 3 clusters Score -307943.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -307946.125000 Penalty: 776.024109
	Iteration 72Q: 3 clusters Score -307946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -307948.156250 Penalty: 776.024109
	Iteration 73Q: 3 clusters Score -307948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -307950.437500 Penalty: 776.024109
	Iteration 74Q: 3 clusters Score -307950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -307951.906250 Penalty: 776.024109
	Iteration 75Q: 3 clusters Score -307951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -307953.687500 Penalty: 776.024109
	Iteration 76Q: 3 clusters Score -307953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -307954.656250 Penalty: 776.024109
	Iteration 77Q: 3 clusters Score -307954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -307955.281250 Penalty: 776.024109
	Iteration 78Q: 3 clusters Score -307955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -307955.281250 Penalty: 776.024109
	Iteration 79F: 3 clusters Score -307955.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -66193.453125 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -66193.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -65316.855469 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -65316.86 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -65630.726562 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -65630.73 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65706.078125 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -65706.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -65740.109375 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -65740.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65773.234375 Penalty: 637.030396
	Iteration 4Q: 3 clusters Score -65773.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65810.359375 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -65810.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65854.914062 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -65854.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65898.031250 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -65898.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -65921.875000 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -65921.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65939.281250 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -65939.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65963.101562 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -65963.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65992.289062 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -65992.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66017.796875 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -66017.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -66034.992188 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -66034.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66058.109375 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -66058.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66097.734375 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -66097.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66129.578125 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -66129.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -66146.664062 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -66146.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66161.062500 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -66161.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66172.226562 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -66172.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66181.273438 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -66181.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66187.187500 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -66187.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66190.414062 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -66190.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66192.968750 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -66192.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66195.515625 Penalty: 637.030396
	Iteration 24Q: 3 clusters Score -66195.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66198.671875 Penalty: 637.030396
	Iteration 25Q: 3 clusters Score -66198.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66200.187500 Penalty: 637.030396
	Iteration 26Q: 3 clusters Score -66200.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66200.921875 Penalty: 637.030396
	Iteration 27Q: 3 clusters Score -66200.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66201.460938 Penalty: 637.030396
	Iteration 28Q: 3 clusters Score -66201.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66201.656250 Penalty: 637.030396
	Iteration 29Q: 3 clusters Score -66201.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66201.656250 Penalty: 637.030396
	Iteration 30F: 3 clusters Score -66201.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 438 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 659 members 
Entering Unmasked Estep 
Score: -58206860.000000 Penalty: 54754.117188
Splitting cluster 69 changes total score from -58207104.000000 to -58206860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5716.671387 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5716.671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5754.041992 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5754.042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5774.975586 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5774.976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5791.118652 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -5791.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8839.929688 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8839.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8924.460938 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8924.461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8948.075195 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8948.075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8958.026367 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8958.026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8963.426758 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8963.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8963.753906 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8963.754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8963.753906 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -8963.754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -74942.015625 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74942.02 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75288.125000 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75288.12 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -75445.187500 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75445.19 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75552.351562 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75552.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -75609.710938 Penalty: 648.327515
	Iteration 4Q: 3 clusters Score -75609.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -75646.414062 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75646.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -75666.484375 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75666.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -75683.687500 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75683.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -75695.937500 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75695.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -75714.671875 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75714.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -75735.273438 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75735.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -75743.351562 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75743.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -75748.039062 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75748.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75750.523438 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75750.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75752.671875 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75752.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -75753.687500 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75753.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75753.796875 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75753.796875 Penalty: 648.327515
	Iteration 17F: 3 clusters Score -75753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -27227.855469 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -27227.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26766.708984 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -26766.71 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26903.062500 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -26903.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26941.072266 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -26941.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26971.640625 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -26971.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27033.460938 Penalty: 558.336426
	Iteration 4F: 3 clusters Score -27033.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27087.652344 Penalty: 558.336426
	Iteration 5F: 3 clusters Score -27087.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27111.041016 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -27111.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27141.380859 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -27141.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27154.812500 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -27154.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27162.226562 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -27162.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27163.947266 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -27163.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27167.150391 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -27167.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27167.794922 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -27167.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27168.291016 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -27168.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27168.291016 Penalty: 558.336426
	Iteration 14F: 3 clusters Score -27168.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4511.300781 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4511.301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4540.322266 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4540.322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4551.935059 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -4551.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4552.733398 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4552.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4552.733398 Penalty: 404.281281
	Iteration 4F: 3 clusters Score -4552.733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5257.292969 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5257.293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5357.834473 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5357.834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5385.867188 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -5385.867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5390.743164 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -5390.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5399.949219 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5399.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5403.573242 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5403.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5410.822754 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -5410.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5413.511230 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -5413.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5420.173828 Penalty: 438.645630
	Iteration 8Q: 3 clusters Score -5420.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5420.173828 Penalty: 438.645630
	Iteration 9F: 3 clusters Score -5420.174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4964.438965 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4964.439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5062.851562 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5062.852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5089.024902 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5089.025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5103.691406 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5103.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5104.611328 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5104.611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5107.197754 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5107.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5108.859375 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -5108.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5111.965332 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -5111.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5112.894531 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -5112.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5112.894531 Penalty: 472.052094
	Iteration 9F: 3 clusters Score -5112.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -82648.937500 Penalty: 330.032898
	Iteration 0F: 2 clusters Score -82648.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -81562.750000 Penalty: 660.065796
	Iteration 0F: 3 clusters Score -81562.75 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -81932.171875 Penalty: 660.065796
	Iteration 1F: 3 clusters Score -81932.17 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -82026.687500 Penalty: 660.065796
	Iteration 2F: 3 clusters Score -82026.69 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -82148.992188 Penalty: 660.065796
	Iteration 3F: 3 clusters Score -82148.99 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -82280.460938 Penalty: 660.065796
	Iteration 4F: 3 clusters Score -82280.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -82380.515625 Penalty: 660.065796
	Iteration 5F: 3 clusters Score -82380.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -82452.945312 Penalty: 660.065796
	Iteration 6Q: 3 clusters Score -82452.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -82495.796875 Penalty: 660.065796
	Iteration 7Q: 3 clusters Score -82495.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -82509.500000 Penalty: 660.065796
	Iteration 8Q: 3 clusters Score -82509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -82513.078125 Penalty: 660.065796
	Iteration 9Q: 3 clusters Score -82513.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -82515.687500 Penalty: 660.065796
	Iteration 10Q: 3 clusters Score -82515.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -82518.625000 Penalty: 660.065796
	Iteration 11Q: 3 clusters Score -82518.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -82522.484375 Penalty: 660.065796
	Iteration 12Q: 3 clusters Score -82522.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -82526.570312 Penalty: 660.065796
	Iteration 13Q: 3 clusters Score -82526.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -82530.257812 Penalty: 660.065796
	Iteration 14Q: 3 clusters Score -82530.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -82535.085938 Penalty: 660.065796
	Iteration 15Q: 3 clusters Score -82535.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -82540.257812 Penalty: 660.065796
	Iteration 16Q: 3 clusters Score -82540.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -82544.085938 Penalty: 660.065796
	Iteration 17Q: 3 clusters Score -82544.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -82548.820312 Penalty: 660.065796
	Iteration 18Q: 3 clusters Score -82548.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -82553.546875 Penalty: 660.065796
	Iteration 19Q: 3 clusters Score -82553.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -82554.914062 Penalty: 660.065796
	Iteration 20F: 3 clusters Score -82554.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -82555.695312 Penalty: 660.065796
	Iteration 21Q: 3 clusters Score -82555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82555.953125 Penalty: 660.065796
	Iteration 22Q: 3 clusters Score -82555.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82555.953125 Penalty: 660.065796
	Iteration 23F: 3 clusters Score -82555.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -23777.298828 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -23777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23392.644531 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -23392.64 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23538.357422 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -23538.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23600.681641 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -23600.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23649.818359 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -23649.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23693.779297 Penalty: 533.848572
	Iteration 4F: 3 clusters Score -23693.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23745.880859 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -23745.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23781.503906 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -23781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23810.732422 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -23810.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23844.558594 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -23844.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23855.410156 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -23855.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23862.205078 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -23862.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23862.859375 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -23862.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23863.484375 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -23863.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23863.484375 Penalty: 533.848572
	Iteration 13F: 3 clusters Score -23863.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 99 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 254 members 
Entering Unmasked Estep 
Score: -58206928.000000 Penalty: 54754.117188
Splitting cluster 78 changes total score from -58207104.000000 to -58206928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7268.128418 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7268.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7033.902832 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7033.903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7105.910645 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7105.911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7122.123047 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7122.123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7128.425781 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7128.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7134.717285 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7134.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7136.846191 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7136.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7138.731934 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7138.732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7140.529297 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -7140.529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7146.998047 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -7146.998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7148.536621 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -7148.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7152.707520 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -7152.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7161.321777 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -7161.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7161.321777 Penalty: 452.882751
	Iteration 12F: 3 clusters Score -7161.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9378.109375 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9378.109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9435.349609 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9435.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9451.199219 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -9451.199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9463.921875 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9463.922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9480.922852 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9480.923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9506.352539 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9506.353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9524.766602 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9524.767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9558.820312 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9558.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9625.768555 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9625.769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9732.097656 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -9732.098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9739.441406 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9739.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9740.612305 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -9740.612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9740.612305 Penalty: 473.564606
	Iteration 12F: 3 clusters Score -9740.612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 127419 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 119 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 63 members 
Entering Unmasked Estep 
Score: -58206952.000000 Penalty: 54754.117188
Splitting cluster 80 changes total score from -58207104.000000 to -58206952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -2330.134277 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2330.134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 0 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 1F: 2 clusters Score -2603.186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8604.861328 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8604.861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8676.420898 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8676.421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8693.726562 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8693.727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8710.525391 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8710.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8721.345703 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8721.346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8733.946289 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8733.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8743.055664 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8743.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8755.815430 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8755.815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8761.119141 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8761.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8765.179688 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -8765.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8765.179688 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -8765.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8045.261719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8045.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7804.921875 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7804.922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7888.074707 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7888.075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7912.593262 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7912.593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7942.574219 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7942.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7951.810059 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7951.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7953.376953 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7953.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7953.376953 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -7953.377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21591.132812 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -21591.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21219.462891 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21219.46 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21305.490234 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21305.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21332.488281 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21332.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21351.294922 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -21351.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21368.646484 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21368.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21381.917969 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21381.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21390.994141 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -21390.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21395.826172 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -21395.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21402.525391 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -21402.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21403.695312 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -21403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21405.082031 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -21405.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21405.781250 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -21405.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21405.781250 Penalty: 529.357117
	Iteration 12F: 3 clusters Score -21405.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14324.064453 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14324.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13988.760742 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -13988.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14077.713867 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14077.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14106.018555 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14106.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14120.792969 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14120.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14133.081055 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14133.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14136.708984 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14136.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14137.329102 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14137.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14139.866211 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14139.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14139.866211 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -14139.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3779.808594 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3779.809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3636.872803 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3636.873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3694.669678 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3694.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35409 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 131823 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122507 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113195 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141192 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37744 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 16906 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1413 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207676.000000 Penalty: 54124.761719
Iteration 359Q: 87 clusters Score -5.820768e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 35375 members 
Mstep: Class 6 contains 11646 members 
Mstep: Class 7 contains 131853 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14692 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8959 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122518 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113441 members 
Mstep: Class 17 contains 16789 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141319 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4178 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37740 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17070 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 126321 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5053 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1422 members 
Mstep: Class 78 contains 353 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208060.000000 Penalty: 54124.761719
Iteration 360F: 87 clusters Score -5.820806e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35230 members 
Mstep: Class 6 contains 11666 members 
Mstep: Class 7 contains 131728 members 
Mstep: Class 8 contains 94019 members 
Mstep: Class 9 contains 14693 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 122525 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113580 members 
Mstep: Class 17 contains 16746 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 3300 members 
Mstep: Class 25 contains 2917 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141400 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4173 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37736 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 17236 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 125758 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5055 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1426 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208144.000000 Penalty: 54124.761719
Iteration 361Q: 87 clusters Score -5.820814e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11279 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 35074 members 
Mstep: Class 6 contains 11682 members 
Mstep: Class 7 contains 131588 members 
Mstep: Class 8 contains 94012 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 72899 members 
Mstep: Class 14 contains 122525 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113601 members 
Mstep: Class 17 contains 16692 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 3813 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141433 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4174 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37746 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17375 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 125364 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5055 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1429 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208252.000000 Penalty: 54124.761719
Iteration 362Q: 87 clusters Score -5.820825e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 34911 members 
Mstep: Class 6 contains 11707 members 
Mstep: Class 7 contains 131410 members 
Mstep: Class 8 contains 93996 members 
Mstep: Class 9 contains 14699 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 122527 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113568 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 4364 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141437 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4169 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37762 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 17496 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 125117 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5058 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1432 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208424.000000 Penalty: 54124.761719
Iteration 363Q: 87 clusters Score -5.820842e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 34767 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 131195 members 
Mstep: Class 8 contains 93981 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122513 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 113478 members 
Mstep: Class 17 contains 16558 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 4937 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141436 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4167 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37791 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 17615 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124921 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5059 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1433 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208548.000000 Penalty: 54124.761719
Iteration 364Q: 87 clusters Score -5.820855e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 34618 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 130955 members 
Mstep: Class 8 contains 93971 members 
Mstep: Class 9 contains 14710 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122489 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113389 members 
Mstep: Class 17 contains 16504 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141397 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4165 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37824 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 17713 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124777 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5059 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1434 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208800.000000 Penalty: 54124.761719
Iteration 365Q: 87 clusters Score -5.82088e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 34481 members 
Mstep: Class 6 contains 11722 members 
Mstep: Class 7 contains 130719 members 
Mstep: Class 8 contains 93966 members 
Mstep: Class 9 contains 14711 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8940 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122464 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113312 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 2883 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141368 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4160 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37847 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 17780 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124649 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5065 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1436 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208892.000000 Penalty: 54124.761719
Iteration 366Q: 87 clusters Score -5.820889e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 34381 members 
Mstep: Class 6 contains 11728 members 
Mstep: Class 7 contains 130480 members 
Mstep: Class 8 contains 93969 members 
Mstep: Class 9 contains 14712 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8940 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122461 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 113214 members 
Mstep: Class 17 contains 16409 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5759 members 
Mstep: Class 24 contains 6722 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141339 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4159 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 37838 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 17841 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124506 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5064 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1440 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209024.000000 Penalty: 54124.761719
Iteration 367Q: 87 clusters Score -5.820902e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 34273 members 
Mstep: Class 6 contains 11730 members 
Mstep: Class 7 contains 130250 members 
Mstep: Class 8 contains 93961 members 
Mstep: Class 9 contains 14717 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122455 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 113092 members 
Mstep: Class 17 contains 16359 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5764 members 
Mstep: Class 24 contains 7307 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141318 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4154 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37848 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 17887 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124393 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5067 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1444 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209044.000000 Penalty: 54124.761719
Iteration 368Q: 87 clusters Score -5.820904e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11309 members 
Mstep: Class 3 contains 3291 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 34164 members 
Mstep: Class 6 contains 11735 members 
Mstep: Class 7 contains 129995 members 
Mstep: Class 8 contains 93949 members 
Mstep: Class 9 contains 14718 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122458 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 113009 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5778 members 
Mstep: Class 24 contains 7922 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141255 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4152 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37846 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17924 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124274 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5069 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1448 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209140.000000 Penalty: 54124.761719
Iteration 369Q: 87 clusters Score -5.820914e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11316 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 34058 members 
Mstep: Class 6 contains 11739 members 
Mstep: Class 7 contains 129753 members 
Mstep: Class 8 contains 93941 members 
Mstep: Class 9 contains 14719 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122469 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112937 members 
Mstep: Class 17 contains 16268 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 8548 members 
Mstep: Class 25 contains 2878 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141188 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4152 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 37832 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17958 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124140 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5069 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1449 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209080.000000 Penalty: 54124.761719
Iteration 370Q: 87 clusters Score -5.820908e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 33944 members 
Mstep: Class 6 contains 11741 members 
Mstep: Class 7 contains 129494 members 
Mstep: Class 8 contains 93950 members 
Mstep: Class 9 contains 14723 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122488 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112888 members 
Mstep: Class 17 contains 16228 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5783 members 
Mstep: Class 24 contains 9186 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141105 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4150 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 37801 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17995 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 124001 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5069 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1449 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209256.000000 Penalty: 54124.761719
Iteration 371Q: 87 clusters Score -5.820926e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 11742 members 
Mstep: Class 7 contains 129240 members 
Mstep: Class 8 contains 93968 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122502 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112858 members 
Mstep: Class 17 contains 16190 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5781 members 
Mstep: Class 24 contains 9823 members 
Mstep: Class 25 contains 2875 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 141029 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4143 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37772 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18017 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 123859 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5072 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1453 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209316.000000 Penalty: 54124.761719
Iteration 372Q: 87 clusters Score -5.820932e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 33700 members 
Mstep: Class 6 contains 11745 members 
Mstep: Class 7 contains 129039 members 
Mstep: Class 8 contains 93986 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122523 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112817 members 
Mstep: Class 17 contains 16168 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 10432 members 
Mstep: Class 25 contains 2873 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140979 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4143 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37731 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18035 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 123669 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5072 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1455 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209472.000000 Penalty: 54124.761719
Iteration 373Q: 87 clusters Score -5.820947e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 33580 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 128844 members 
Mstep: Class 8 contains 93988 members 
Mstep: Class 9 contains 14730 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 72897 members 
Mstep: Class 14 contains 122538 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112791 members 
Mstep: Class 17 contains 16141 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140936 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4139 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37710 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18055 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 123456 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5072 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1457 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209596.000000 Penalty: 54124.761719
Iteration 374Q: 87 clusters Score -5.82096e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 33469 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 128670 members 
Mstep: Class 8 contains 93997 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122554 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112744 members 
Mstep: Class 17 contains 16111 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5765 members 
Mstep: Class 24 contains 11635 members 
Mstep: Class 25 contains 2876 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140882 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4133 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37686 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18068 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 123243 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5073 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1457 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209648.000000 Penalty: 54124.761719
Iteration 375Q: 87 clusters Score -5.820965e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 33343 members 
Mstep: Class 6 contains 11779 members 
Mstep: Class 7 contains 128493 members 
Mstep: Class 8 contains 94002 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 72896 members 
Mstep: Class 14 contains 122565 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112711 members 
Mstep: Class 17 contains 16085 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 12237 members 
Mstep: Class 25 contains 2875 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140847 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37677 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18072 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 123027 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5074 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1457 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209524.000000 Penalty: 54124.761719
Iteration 376Q: 87 clusters Score -5.820952e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 11791 members 
Mstep: Class 7 contains 128322 members 
Mstep: Class 8 contains 93997 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 122580 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112710 members 
Mstep: Class 17 contains 16075 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 12804 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140812 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37671 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18061 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122831 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5076 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1456 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209480.000000 Penalty: 54124.761719
Iteration 377Q: 87 clusters Score -5.820948e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 33045 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 128169 members 
Mstep: Class 8 contains 94003 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 122592 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112701 members 
Mstep: Class 17 contains 16067 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140788 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37663 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18049 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122660 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5077 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1457 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209444.000000 Penalty: 54124.761719
Iteration 378Q: 87 clusters Score -5.820944e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 32896 members 
Mstep: Class 6 contains 11817 members 
Mstep: Class 7 contains 128023 members 
Mstep: Class 8 contains 94007 members 
Mstep: Class 9 contains 14728 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 122607 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112716 members 
Mstep: Class 17 contains 16055 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5738 members 
Mstep: Class 24 contains 13776 members 
Mstep: Class 25 contains 2861 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140756 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4101 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37662 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18037 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122531 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5077 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1461 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209464.000000 Penalty: 54124.761719
Iteration 379Q: 87 clusters Score -5.820946e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 11823 members 
Mstep: Class 7 contains 127916 members 
Mstep: Class 8 contains 93994 members 
Mstep: Class 9 contains 14731 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 122610 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112740 members 
Mstep: Class 17 contains 16037 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 14121 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140744 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4097 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37678 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18027 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122438 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5077 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209560.000000 Penalty: 54124.761719
Iteration 380F: 87 clusters Score -5.820956e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 32587 members 
Mstep: Class 6 contains 11832 members 
Mstep: Class 7 contains 127754 members 
Mstep: Class 8 contains 94001 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 72894 members 
Mstep: Class 14 contains 122609 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112654 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 14762 members 
Mstep: Class 25 contains 2853 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140722 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4090 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37681 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18011 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122260 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5078 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209644.000000 Penalty: 54124.761719
Iteration 381Q: 87 clusters Score -5.820964e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 32428 members 
Mstep: Class 6 contains 11844 members 
Mstep: Class 7 contains 127563 members 
Mstep: Class 8 contains 94023 members 
Mstep: Class 9 contains 14738 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122621 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112592 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 15445 members 
Mstep: Class 25 contains 2853 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140686 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4080 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37656 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17994 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 122063 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5080 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209668.000000 Penalty: 54124.761719
Iteration 382Q: 87 clusters Score -5.820967e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 32261 members 
Mstep: Class 6 contains 11851 members 
Mstep: Class 7 contains 127355 members 
Mstep: Class 8 contains 94041 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122648 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112530 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 16140 members 
Mstep: Class 25 contains 2851 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140644 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4066 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37617 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17980 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121897 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5090 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209848.000000 Penalty: 54124.761719
Iteration 383Q: 87 clusters Score -5.820985e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3280 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 32098 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 127160 members 
Mstep: Class 8 contains 94028 members 
Mstep: Class 9 contains 14736 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122659 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112475 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 16808 members 
Mstep: Class 25 contains 2852 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140579 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4047 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37628 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17951 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121760 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5097 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209940.000000 Penalty: 54124.761719
Iteration 384Q: 87 clusters Score -5.820994e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3280 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 126948 members 
Mstep: Class 8 contains 94017 members 
Mstep: Class 9 contains 14740 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9019 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122665 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112459 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 17442 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140502 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4036 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37638 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17931 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121616 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5099 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209876.000000 Penalty: 54124.761719
Iteration 385Q: 87 clusters Score -5.820988e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 11871 members 
Mstep: Class 7 contains 126751 members 
Mstep: Class 8 contains 93989 members 
Mstep: Class 9 contains 14744 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9026 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122640 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112447 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 18036 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140419 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4027 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37692 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1385 members 
Mstep: Class 43 contains 17912 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121476 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5105 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209920.000000 Penalty: 54124.761719
Iteration 386Q: 87 clusters Score -5.820992e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 31652 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 126545 members 
Mstep: Class 8 contains 94005 members 
Mstep: Class 9 contains 14745 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122642 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112440 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140325 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37681 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1384 members 
Mstep: Class 43 contains 17895 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121380 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5107 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209848.000000 Penalty: 54124.761719
Iteration 387Q: 87 clusters Score -5.820985e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 31532 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 126305 members 
Mstep: Class 8 contains 94024 members 
Mstep: Class 9 contains 14745 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122642 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112412 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 19159 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140274 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37663 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1384 members 
Mstep: Class 43 contains 17880 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121268 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5109 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210060.000000 Penalty: 54124.761719
Iteration 388Q: 87 clusters Score -5.821006e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 31403 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 126078 members 
Mstep: Class 8 contains 94031 members 
Mstep: Class 9 contains 14748 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122647 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112380 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 19699 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140238 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 4004 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37659 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1385 members 
Mstep: Class 43 contains 17873 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121150 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209912.000000 Penalty: 54124.761719
Iteration 389Q: 87 clusters Score -5.820991e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 31280 members 
Mstep: Class 6 contains 11889 members 
Mstep: Class 7 contains 125854 members 
Mstep: Class 8 contains 94007 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9077 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122623 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112341 members 
Mstep: Class 17 contains 15865 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 20255 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140194 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3994 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37713 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17872 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 121004 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5112 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209880.000000 Penalty: 54124.761719
Iteration 390Q: 87 clusters Score -5.820988e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 31171 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 125640 members 
Mstep: Class 8 contains 94015 members 
Mstep: Class 9 contains 14759 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9092 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122616 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112315 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 2849 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140129 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37717 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17881 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120865 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5118 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209948.000000 Penalty: 54124.761719
Iteration 391Q: 87 clusters Score -5.820995e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 31063 members 
Mstep: Class 6 contains 11908 members 
Mstep: Class 7 contains 125405 members 
Mstep: Class 8 contains 94017 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122616 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112308 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 21235 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140077 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3978 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37719 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1386 members 
Mstep: Class 43 contains 17888 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120746 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 298 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5120 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209924.000000 Penalty: 54124.761719
Iteration 392Q: 87 clusters Score -5.820992e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 11923 members 
Mstep: Class 7 contains 125165 members 
Mstep: Class 8 contains 94015 members 
Mstep: Class 9 contains 14772 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 72893 members 
Mstep: Class 14 contains 122612 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 112322 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 21685 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 140023 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3969 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37729 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17896 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120640 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5120 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209904.000000 Penalty: 54124.761719
Iteration 393Q: 87 clusters Score -5.82099e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3269 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30847 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 124921 members 
Mstep: Class 8 contains 94021 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122612 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 112316 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5732 members 
Mstep: Class 24 contains 22170 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139960 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3967 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37723 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 17888 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120552 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5119 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209852.000000 Penalty: 54124.761719
Iteration 394Q: 87 clusters Score -5.820985e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30754 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 124675 members 
Mstep: Class 8 contains 94021 members 
Mstep: Class 9 contains 14783 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9141 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122606 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 112315 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 22614 members 
Mstep: Class 25 contains 2847 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139911 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3965 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37730 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17884 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120483 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5118 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209932.000000 Penalty: 54124.761719
Iteration 395Q: 87 clusters Score -5.820993e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 11954 members 
Mstep: Class 7 contains 124439 members 
Mstep: Class 8 contains 94015 members 
Mstep: Class 9 contains 14791 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122588 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 112311 members 
Mstep: Class 17 contains 15903 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 2847 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139865 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3965 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37751 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17893 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120398 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5117 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209960.000000 Penalty: 54124.761719
Iteration 396Q: 87 clusters Score -5.820996e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30568 members 
Mstep: Class 6 contains 11956 members 
Mstep: Class 7 contains 124181 members 
Mstep: Class 8 contains 94018 members 
Mstep: Class 9 contains 14793 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122599 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 112318 members 
Mstep: Class 17 contains 15914 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5724 members 
Mstep: Class 24 contains 23500 members 
Mstep: Class 25 contains 2846 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139827 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3963 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37739 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17904 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120307 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5117 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209872.000000 Penalty: 54124.761719
Iteration 397Q: 87 clusters Score -5.820987e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30496 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123927 members 
Mstep: Class 8 contains 94005 members 
Mstep: Class 9 contains 14793 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122597 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112316 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 23944 members 
Mstep: Class 25 contains 2843 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139797 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37754 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 17913 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120196 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5119 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209908.000000 Penalty: 54124.761719
Iteration 398Q: 87 clusters Score -5.820991e+07 nChanged 953
Entering ConstructFrom: 
Score: -58209908.000000 Penalty: 54124.761719
Entering ConstructFrom: 
Trying to split cluster 1 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11667.276367 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11667.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11387.072266 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11387.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11584.389648 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11584.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11660.441406 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11660.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11678.884766 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11678.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11683.820312 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11683.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11685.011719 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11685.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11686.313477 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11686.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11686.313477 Penalty: 495.653107
	Iteration 7F: 3 clusters Score -11686.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 83 members 
Entering Unmasked Estep 
Score: -58209468.000000 Penalty: 54754.117188
Splitting cluster 1 changes total score from -58209908.000000 to -58209468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -692556.875000 Penalty: 424.562897
	Iteration 0F: 2 clusters Score -692556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -684986.750000 Penalty: 849.125793
	Iteration 0F: 3 clusters Score -684986.8 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -687945.125000 Penalty: 849.125793
	Iteration 1F: 3 clusters Score -687945.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -688024.125000 Penalty: 849.125793
	Iteration 2Q: 3 clusters Score -688024.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -688105.750000 Penalty: 849.125793
	Iteration 3Q: 3 clusters Score -688105.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -688191.187500 Penalty: 849.125793
	Iteration 4Q: 3 clusters Score -688191.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -688301.750000 Penalty: 849.125793
	Iteration 5Q: 3 clusters Score -688301.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -688506.500000 Penalty: 849.125793
	Iteration 6Q: 3 clusters Score -688506.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -688879.625000 Penalty: 849.125793
	Iteration 7F: 3 clusters Score -688879.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -689519.437500 Penalty: 849.125793
	Iteration 8F: 3 clusters Score -689519.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -690444.500000 Penalty: 849.125793
	Iteration 9F: 3 clusters Score -690444.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -691350.437500 Penalty: 849.125793
	Iteration 10F: 3 clusters Score -691350.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -691928.750000 Penalty: 849.125793
	Iteration 11Q: 3 clusters Score -691928.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -692099.375000 Penalty: 849.125793
	Iteration 12Q: 3 clusters Score -692099.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -692141.687500 Penalty: 849.125793
	Iteration 13Q: 3 clusters Score -692141.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -692165.937500 Penalty: 849.125793
	Iteration 14Q: 3 clusters Score -692165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -692167.250000 Penalty: 849.125793
	Iteration 15Q: 3 clusters Score -692167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -692174.937500 Penalty: 849.125793
	Iteration 16Q: 3 clusters Score -692174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -692182.062500 Penalty: 849.125793
	Iteration 17Q: 3 clusters Score -692182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -692186.937500 Penalty: 849.125793
	Iteration 18Q: 3 clusters Score -692186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -692186.937500 Penalty: 849.125793
	Iteration 19F: 3 clusters Score -692186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -169972.546875 Penalty: 368.127258
	Iteration 0F: 2 clusters Score -169972.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -167742.296875 Penalty: 736.254517
	Iteration 0F: 3 clusters Score -167742.3 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -168744.500000 Penalty: 736.254517
	Iteration 1F: 3 clusters Score -168744.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -168951.812500 Penalty: 736.254517
	Iteration 2F: 3 clusters Score -168951.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -169133.390625 Penalty: 736.254517
	Iteration 3F: 3 clusters Score -169133.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -169298.015625 Penalty: 736.254517
	Iteration 4F: 3 clusters Score -169298 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -169420.593750 Penalty: 736.254517
	Iteration 5F: 3 clusters Score -169420.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -169516.609375 Penalty: 736.254517
	Iteration 6Q: 3 clusters Score -169516.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -169558.750000 Penalty: 736.254517
	Iteration 7Q: 3 clusters Score -169558.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -169589.234375 Penalty: 736.254517
	Iteration 8Q: 3 clusters Score -169589.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -169620.843750 Penalty: 736.254517
	Iteration 9Q: 3 clusters Score -169620.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -169644.984375 Penalty: 736.254517
	Iteration 10Q: 3 clusters Score -169645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -169669.359375 Penalty: 736.254517
	Iteration 11Q: 3 clusters Score -169669.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -169684.703125 Penalty: 736.254517
	Iteration 12Q: 3 clusters Score -169684.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -169695.140625 Penalty: 736.254517
	Iteration 13Q: 3 clusters Score -169695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -169705.531250 Penalty: 736.254517
	Iteration 14Q: 3 clusters Score -169705.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -169717.937500 Penalty: 736.254517
	Iteration 15Q: 3 clusters Score -169717.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -169731.921875 Penalty: 736.254517
	Iteration 16Q: 3 clusters Score -169731.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -169746.125000 Penalty: 736.254517
	Iteration 17Q: 3 clusters Score -169746.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -169755.359375 Penalty: 736.254517
	Iteration 18Q: 3 clusters Score -169755.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -169764.218750 Penalty: 736.254517
	Iteration 19Q: 3 clusters Score -169764.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -169772.578125 Penalty: 736.254517
	Iteration 20F: 3 clusters Score -169772.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -169779.671875 Penalty: 736.254517
	Iteration 21Q: 3 clusters Score -169779.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -169788.359375 Penalty: 736.254517
	Iteration 22Q: 3 clusters Score -169788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -169794.515625 Penalty: 736.254517
	Iteration 23Q: 3 clusters Score -169794.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -169802.406250 Penalty: 736.254517
	Iteration 24Q: 3 clusters Score -169802.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -169807.968750 Penalty: 736.254517
	Iteration 25Q: 3 clusters Score -169808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -169810.250000 Penalty: 736.254517
	Iteration 26Q: 3 clusters Score -169810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -169812.765625 Penalty: 736.254517
	Iteration 27Q: 3 clusters Score -169812.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169817.578125 Penalty: 736.254517
	Iteration 28Q: 3 clusters Score -169817.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -169826.640625 Penalty: 736.254517
	Iteration 29Q: 3 clusters Score -169826.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -169837.031250 Penalty: 736.254517
	Iteration 30Q: 3 clusters Score -169837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -169847.828125 Penalty: 736.254517
	Iteration 31Q: 3 clusters Score -169847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169856.062500 Penalty: 736.254517
	Iteration 32Q: 3 clusters Score -169856.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169864.750000 Penalty: 736.254517
	Iteration 33Q: 3 clusters Score -169864.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169872.031250 Penalty: 736.254517
	Iteration 34Q: 3 clusters Score -169872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169877.984375 Penalty: 736.254517
	Iteration 35Q: 3 clusters Score -169878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169881.781250 Penalty: 736.254517
	Iteration 36Q: 3 clusters Score -169881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169885.078125 Penalty: 736.254517
	Iteration 37Q: 3 clusters Score -169885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169886.656250 Penalty: 736.254517
	Iteration 38Q: 3 clusters Score -169886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -169886.890625 Penalty: 736.254517
	Iteration 39Q: 3 clusters Score -169886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -169887.546875 Penalty: 736.254517
	Iteration 40F: 3 clusters Score -169887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -169889.093750 Penalty: 736.254517
	Iteration 41Q: 3 clusters Score -169889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -169891.296875 Penalty: 736.254517
	Iteration 42Q: 3 clusters Score -169891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -169895.468750 Penalty: 736.254517
	Iteration 43Q: 3 clusters Score -169895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -169900.093750 Penalty: 736.254517
	Iteration 44Q: 3 clusters Score -169900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169905.015625 Penalty: 736.254517
	Iteration 45Q: 3 clusters Score -169905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -169911.156250 Penalty: 736.254517
	Iteration 46Q: 3 clusters Score -169911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -169919.906250 Penalty: 736.254517
	Iteration 47Q: 3 clusters Score -169919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -169925.109375 Penalty: 736.254517
	Iteration 48Q: 3 clusters Score -169925.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -169931.406250 Penalty: 736.254517
	Iteration 49Q: 3 clusters Score -169931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -169935.734375 Penalty: 736.254517
	Iteration 50Q: 3 clusters Score -169935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -169943.578125 Penalty: 736.254517
	Iteration 51Q: 3 clusters Score -169943.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -169954.531250 Penalty: 736.254517
	Iteration 52Q: 3 clusters Score -169954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -169959.812500 Penalty: 736.254517
	Iteration 53Q: 3 clusters Score -169959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169967.421875 Penalty: 736.254517
	Iteration 54Q: 3 clusters Score -169967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169973.500000 Penalty: 736.254517
	Iteration 55Q: 3 clusters Score -169973.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -169979.328125 Penalty: 736.254517
	Iteration 56Q: 3 clusters Score -169979.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169984.187500 Penalty: 736.254517
	Iteration 57Q: 3 clusters Score -169984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169986.921875 Penalty: 736.254517
	Iteration 58Q: 3 clusters Score -169986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169988.328125 Penalty: 736.254517
	Iteration 59Q: 3 clusters Score -169988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -169991.187500 Penalty: 736.254517
	Iteration 60F: 3 clusters Score -169991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -169994.062500 Penalty: 736.254517
	Iteration 61Q: 3 clusters Score -169994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169998.218750 Penalty: 736.254517
	Iteration 62Q: 3 clusters Score -169998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -170003.046875 Penalty: 736.254517
	Iteration 63Q: 3 clusters Score -170003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -170009.109375 Penalty: 736.254517
	Iteration 64Q: 3 clusters Score -170009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170013.093750 Penalty: 736.254517
	Iteration 65Q: 3 clusters Score -170013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -170016.796875 Penalty: 736.254517
	Iteration 66Q: 3 clusters Score -170016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170018.203125 Penalty: 736.254517
	Iteration 67Q: 3 clusters Score -170018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -170018.625000 Penalty: 736.254517
	Iteration 68Q: 3 clusters Score -170018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -170018.796875 Penalty: 736.254517
	Iteration 69Q: 3 clusters Score -170018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170018.921875 Penalty: 736.254517
	Iteration 70Q: 3 clusters Score -170018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170018.921875 Penalty: 736.254517
	Iteration 71F: 3 clusters Score -170018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 588 members 
Entering Unmasked Estep 
Score: -58209660.000000 Penalty: 54754.117188
Splitting cluster 3 changes total score from -58209908.000000 to -58209660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -311198.406250 Penalty: 388.433319
	Iteration 0F: 2 clusters Score -311198.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -307802.718750 Penalty: 776.866638
	Iteration 0F: 3 clusters Score -307802.7 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -309012.437500 Penalty: 776.866638
	Iteration 1F: 3 clusters Score -309012.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -309092.781250 Penalty: 776.866638
	Iteration 2Q: 3 clusters Score -309092.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -309155.906250 Penalty: 776.866638
	Iteration 3Q: 3 clusters Score -309155.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -309225.500000 Penalty: 776.866638
	Iteration 4Q: 3 clusters Score -309225.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -309305.968750 Penalty: 776.866638
	Iteration 5Q: 3 clusters Score -309306 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -309416.968750 Penalty: 776.866638
	Iteration 6Q: 3 clusters Score -309417 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -309588.781250 Penalty: 776.866638
	Iteration 7F: 3 clusters Score -309588.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -309853.062500 Penalty: 776.866638
	Iteration 8F: 3 clusters Score -309853.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -310148.125000 Penalty: 776.866638
	Iteration 9F: 3 clusters Score -310148.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -310410.656250 Penalty: 776.866638
	Iteration 10F: 3 clusters Score -310410.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -310602.187500 Penalty: 776.866638
	Iteration 11Q: 3 clusters Score -310602.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -310716.281250 Penalty: 776.866638
	Iteration 12Q: 3 clusters Score -310716.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -310800.562500 Penalty: 776.866638
	Iteration 13Q: 3 clusters Score -310800.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -310828.687500 Penalty: 776.866638
	Iteration 14Q: 3 clusters Score -310828.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -310848.656250 Penalty: 776.866638
	Iteration 15Q: 3 clusters Score -310848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -310868.687500 Penalty: 776.866638
	Iteration 16Q: 3 clusters Score -310868.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -310878.968750 Penalty: 776.866638
	Iteration 17Q: 3 clusters Score -310879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -310885.031250 Penalty: 776.866638
	Iteration 18Q: 3 clusters Score -310885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -310887.750000 Penalty: 776.866638
	Iteration 19Q: 3 clusters Score -310887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -310889.343750 Penalty: 776.866638
	Iteration 20F: 3 clusters Score -310889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -310891.843750 Penalty: 776.866638
	Iteration 21Q: 3 clusters Score -310891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -310893.750000 Penalty: 776.866638
	Iteration 22Q: 3 clusters Score -310893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -310895.718750 Penalty: 776.866638
	Iteration 23Q: 3 clusters Score -310895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -310897.250000 Penalty: 776.866638
	Iteration 24Q: 3 clusters Score -310897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -310897.218750 Penalty: 776.866638
	Iteration 25Q: 3 clusters Score -310897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -310897.218750 Penalty: 776.866638
	Iteration 26F: 3 clusters Score -310897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Entering Unmasked Estep 
Score: -1831815.250000 Penalty: 469.657013
	Iteration 0F: 2 clusters Score -1831815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1811406.000000 Penalty: 939.314026
	Iteration 0F: 3 clusters Score -1811406 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1820097.000000 Penalty: 939.314026
	Iteration 1F: 3 clusters Score -1820097 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1820633.250000 Penalty: 939.314026
	Iteration 2Q: 3 clusters Score -1820633 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1821610.500000 Penalty: 939.314026
	Iteration 3F: 3 clusters Score -1821610 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1823379.125000 Penalty: 939.314026
	Iteration 4F: 3 clusters Score -1823379 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -1825855.125000 Penalty: 939.314026
	Iteration 5F: 3 clusters Score -1825855 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1828389.875000 Penalty: 939.314026
	Iteration 6F: 3 clusters Score -1828390 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -1830137.125000 Penalty: 939.314026
	Iteration 7F: 3 clusters Score -1830137 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -1830939.125000 Penalty: 939.314026
	Iteration 8Q: 3 clusters Score -1830939 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -1831194.000000 Penalty: 939.314026
	Iteration 9Q: 3 clusters Score -1831194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -1831312.000000 Penalty: 939.314026
	Iteration 10Q: 3 clusters Score -1831312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -1831348.625000 Penalty: 939.314026
	Iteration 11Q: 3 clusters Score -1831349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -1831361.125000 Penalty: 939.314026
	Iteration 12Q: 3 clusters Score -1831361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -1831370.000000 Penalty: 939.314026
	Iteration 13Q: 3 clusters Score -1831370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -1831381.125000 Penalty: 939.314026
	Iteration 14Q: 3 clusters Score -1831381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -1831390.125000 Penalty: 939.314026
	Iteration 15Q: 3 clusters Score -1831390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -1831394.000000 Penalty: 939.314026
	Iteration 16Q: 3 clusters Score -1831394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -1831398.125000 Penalty: 939.314026
	Iteration 17Q: 3 clusters Score -1831398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -1831404.500000 Penalty: 939.314026
	Iteration 18Q: 3 clusters Score -1831404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -1831406.500000 Penalty: 939.314026
	Iteration 19Q: 3 clusters Score -1831406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -1831406.500000 Penalty: 939.314026
	Iteration 20F: 3 clusters Score -1831406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -716804.625000 Penalty: 427.214203
	Iteration 0F: 2 clusters Score -716804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -708806.375000 Penalty: 854.428406
	Iteration 0F: 3 clusters Score -708806.4 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -712087.437500 Penalty: 854.428406
	Iteration 1F: 3 clusters Score -712087.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -712298.062500 Penalty: 854.428406
	Iteration 2F: 3 clusters Score -712298.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -712558.125000 Penalty: 854.428406
	Iteration 3F: 3 clusters Score -712558.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -712881.375000 Penalty: 854.428406
	Iteration 4F: 3 clusters Score -712881.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -713263.875000 Penalty: 854.428406
	Iteration 5F: 3 clusters Score -713263.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -713707.000000 Penalty: 854.428406
	Iteration 6F: 3 clusters Score -713707 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -714214.062500 Penalty: 854.428406
	Iteration 7F: 3 clusters Score -714214.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -714778.062500 Penalty: 854.428406
	Iteration 8F: 3 clusters Score -714778.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -715348.750000 Penalty: 854.428406
	Iteration 9F: 3 clusters Score -715348.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -715836.125000 Penalty: 854.428406
	Iteration 10Q: 3 clusters Score -715836.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -716147.500000 Penalty: 854.428406
	Iteration 11Q: 3 clusters Score -716147.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -716300.625000 Penalty: 854.428406
	Iteration 12Q: 3 clusters Score -716300.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -716356.812500 Penalty: 854.428406
	Iteration 13Q: 3 clusters Score -716356.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -716383.750000 Penalty: 854.428406
	Iteration 14Q: 3 clusters Score -716383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -716392.375000 Penalty: 854.428406
	Iteration 15Q: 3 clusters Score -716392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -716398.562500 Penalty: 854.428406
	Iteration 16Q: 3 clusters Score -716398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -716403.875000 Penalty: 854.428406
	Iteration 17Q: 3 clusters Score -716403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -716409.562500 Penalty: 854.428406
	Iteration 18Q: 3 clusters Score -716409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -716413.125000 Penalty: 854.428406
	Iteration 19Q: 3 clusters Score -716413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -716420.000000 Penalty: 854.428406
	Iteration 20F: 3 clusters Score -716420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -716425.062500 Penalty: 854.428406
	Iteration 21Q: 3 clusters Score -716425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -716430.062500 Penalty: 854.428406
	Iteration 22Q: 3 clusters Score -716430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -716434.062500 Penalty: 854.428406
	Iteration 23Q: 3 clusters Score -716434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -716435.812500 Penalty: 854.428406
	Iteration 24Q: 3 clusters Score -716435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -716437.937500 Penalty: 854.428406
	Iteration 25Q: 3 clusters Score -716437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -716437.937500 Penalty: 854.428406
	Iteration 26F: 3 clusters Score -716437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (123679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Entering Unmasked Estep 
Score: -7280853.500000 Penalty: 533.507751
	Iteration 0F: 2 clusters Score -7280854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -7197236.500000 Penalty: 1067.015503
	Iteration 0F: 3 clusters Score -7197236 nChanged 60814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -7235727.500000 Penalty: 1067.015503
	Iteration 1F: 3 clusters Score -7235728 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -7238672.500000 Penalty: 1067.015503
	Iteration 2Q: 3 clusters Score -7238672 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -7243529.500000 Penalty: 1067.015503
	Iteration 3F: 3 clusters Score -7243530 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -7250796.500000 Penalty: 1067.015503
	Iteration 4F: 3 clusters Score -7250796 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -7257837.500000 Penalty: 1067.015503
	Iteration 5F: 3 clusters Score -7257838 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -7261336.000000 Penalty: 1067.015503
	Iteration 6F: 3 clusters Score -7261336 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -7262443.500000 Penalty: 1067.015503
	Iteration 7Q: 3 clusters Score -7262444 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -7262826.000000 Penalty: 1067.015503
	Iteration 8Q: 3 clusters Score -7262826 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -7262973.000000 Penalty: 1067.015503
	Iteration 9Q: 3 clusters Score -7262973 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -7263060.500000 Penalty: 1067.015503
	Iteration 10Q: 3 clusters Score -7263060 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -7263098.500000 Penalty: 1067.015503
	Iteration 11Q: 3 clusters Score -7263098 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -7263206.500000 Penalty: 1067.015503
	Iteration 12Q: 3 clusters Score -7263206 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -7263332.500000 Penalty: 1067.015503
	Iteration 13Q: 3 clusters Score -7263332 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -7263473.000000 Penalty: 1067.015503
	Iteration 14Q: 3 clusters Score -7263473 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -7263619.000000 Penalty: 1067.015503
	Iteration 15Q: 3 clusters Score -7263619 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -7263686.000000 Penalty: 1067.015503
	Iteration 16Q: 3 clusters Score -7263686 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -7263790.000000 Penalty: 1067.015503
	Iteration 17Q: 3 clusters Score -7263790 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -7263877.000000 Penalty: 1067.015503
	Iteration 18Q: 3 clusters Score -7263877 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -7264022.000000 Penalty: 1067.015503
	Iteration 19Q: 3 clusters Score -7264022 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -7264120.500000 Penalty: 1067.015503
	Iteration 20F: 3 clusters Score -7264120 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -7264306.500000 Penalty: 1067.015503
	Iteration 21Q: 3 clusters Score -7264306 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -7264444.000000 Penalty: 1067.015503
	Iteration 22Q: 3 clusters Score -7264444 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -7264675.000000 Penalty: 1067.015503
	Iteration 23Q: 3 clusters Score -7264675 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -7264958.500000 Penalty: 1067.015503
	Iteration 24Q: 3 clusters Score -7264958 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -7265253.000000 Penalty: 1067.015503
	Iteration 25Q: 3 clusters Score -7265253 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -7265497.000000 Penalty: 1067.015503
	Iteration 26Q: 3 clusters Score -7265497 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7265759.500000 Penalty: 1067.015503
	Iteration 27Q: 3 clusters Score -7265760 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -7266011.000000 Penalty: 1067.015503
	Iteration 28Q: 3 clusters Score -7266011 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -7266295.000000 Penalty: 1067.015503
	Iteration 29Q: 3 clusters Score -7266295 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -7266531.500000 Penalty: 1067.015503
	Iteration 30Q: 3 clusters Score -7266532 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -7266757.500000 Penalty: 1067.015503
	Iteration 31Q: 3 clusters Score -7266758 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -7267022.500000 Penalty: 1067.015503
	Iteration 32Q: 3 clusters Score -7267022 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -7267227.500000 Penalty: 1067.015503
	Iteration 33Q: 3 clusters Score -7267228 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -7267385.000000 Penalty: 1067.015503
	Iteration 34Q: 3 clusters Score -7267385 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7267574.500000 Penalty: 1067.015503
	Iteration 35Q: 3 clusters Score -7267574 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -7267748.500000 Penalty: 1067.015503
	Iteration 36Q: 3 clusters Score -7267748 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -7267913.000000 Penalty: 1067.015503
	Iteration 37Q: 3 clusters Score -7267913 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -7268011.500000 Penalty: 1067.015503
	Iteration 38Q: 3 clusters Score -7268012 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -7268171.500000 Penalty: 1067.015503
	Iteration 39Q: 3 clusters Score -7268172 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -7268275.000000 Penalty: 1067.015503
	Iteration 40F: 3 clusters Score -7268275 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -7268385.000000 Penalty: 1067.015503
	Iteration 41Q: 3 clusters Score -7268385 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -7268496.000000 Penalty: 1067.015503
	Iteration 42Q: 3 clusters Score -7268496 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -7268676.000000 Penalty: 1067.015503
	Iteration 43Q: 3 clusters Score -7268676 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -7268837.500000 Penalty: 1067.015503
	Iteration 44Q: 3 clusters Score -7268838 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -7269024.000000 Penalty: 1067.015503
	Iteration 45Q: 3 clusters Score -7269024 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -7269212.500000 Penalty: 1067.015503
	Iteration 46Q: 3 clusters Score -7269212 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -7269437.500000 Penalty: 1067.015503
	Iteration 47Q: 3 clusters Score -7269438 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -7269658.500000 Penalty: 1067.015503
	Iteration 48Q: 3 clusters Score -7269658 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -7269923.500000 Penalty: 1067.015503
	Iteration 49Q: 3 clusters Score -7269924 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -7270174.500000 Penalty: 1067.015503
	Iteration 50Q: 3 clusters Score -7270174 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7270457.500000 Penalty: 1067.015503
	Iteration 51Q: 3 clusters Score -7270458 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7270863.000000 Penalty: 1067.015503
	Iteration 52Q: 3 clusters Score -7270863 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7271268.500000 Penalty: 1067.015503
	Iteration 53Q: 3 clusters Score -7271268 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7271685.000000 Penalty: 1067.015503
	Iteration 54Q: 3 clusters Score -7271685 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7272022.000000 Penalty: 1067.015503
	Iteration 55Q: 3 clusters Score -7272022 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -7272449.500000 Penalty: 1067.015503
	Iteration 56Q: 3 clusters Score -7272450 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -7272874.000000 Penalty: 1067.015503
	Iteration 57Q: 3 clusters Score -7272874 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7273254.500000 Penalty: 1067.015503
	Iteration 58Q: 3 clusters Score -7273254 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -7273628.000000 Penalty: 1067.015503
	Iteration 59Q: 3 clusters Score -7273628 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -7274046.000000 Penalty: 1067.015503
	Iteration 60F: 3 clusters Score -7274046 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7274421.500000 Penalty: 1067.015503
	Iteration 61Q: 3 clusters Score -7274422 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -7274819.000000 Penalty: 1067.015503
	Iteration 62Q: 3 clusters Score -7274819 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -7275174.500000 Penalty: 1067.015503
	Iteration 63Q: 3 clusters Score -7275174 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -7275550.000000 Penalty: 1067.015503
	Iteration 64Q: 3 clusters Score -7275550 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -7275927.000000 Penalty: 1067.015503
	Iteration 65Q: 3 clusters Score -7275927 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7276231.500000 Penalty: 1067.015503
	Iteration 66Q: 3 clusters Score -7276232 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -7276595.500000 Penalty: 1067.015503
	Iteration 67Q: 3 clusters Score -7276596 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -7276980.000000 Penalty: 1067.015503
	Iteration 68Q: 3 clusters Score -7276980 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -7277339.500000 Penalty: 1067.015503
	Iteration 69Q: 3 clusters Score -7277340 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -7277741.000000 Penalty: 1067.015503
	Iteration 70Q: 3 clusters Score -7277741 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -7278115.500000 Penalty: 1067.015503
	Iteration 71Q: 3 clusters Score -7278116 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -7278463.500000 Penalty: 1067.015503
	Iteration 72Q: 3 clusters Score -7278464 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114828 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -7278817.000000 Penalty: 1067.015503
	Iteration 73Q: 3 clusters Score -7278817 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7279120.000000 Penalty: 1067.015503
	Iteration 74Q: 3 clusters Score -7279120 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -7279410.500000 Penalty: 1067.015503
	Iteration 75Q: 3 clusters Score -7279410 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7279662.500000 Penalty: 1067.015503
	Iteration 76Q: 3 clusters Score -7279662 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -7279896.500000 Penalty: 1067.015503
	Iteration 77Q: 3 clusters Score -7279896 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7280072.500000 Penalty: 1067.015503
	Iteration 78Q: 3 clusters Score -7280072 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7280195.000000 Penalty: 1067.015503
	Iteration 79Q: 3 clusters Score -7280195 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7280346.000000 Penalty: 1067.015503
	Iteration 80F: 3 clusters Score -7280346 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7280436.500000 Penalty: 1067.015503
	Iteration 81Q: 3 clusters Score -7280436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7280505.500000 Penalty: 1067.015503
	Iteration 82Q: 3 clusters Score -7280506 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7280605.000000 Penalty: 1067.015503
	Iteration 83Q: 3 clusters Score -7280605 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121507 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7280639.500000 Penalty: 1067.015503
	Iteration 84Q: 3 clusters Score -7280640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7280696.500000 Penalty: 1067.015503
	Iteration 85Q: 3 clusters Score -7280696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7280725.500000 Penalty: 1067.015503
	Iteration 86Q: 3 clusters Score -7280726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7280734.000000 Penalty: 1067.015503
	Iteration 87Q: 3 clusters Score -7280734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122114 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7280735.000000 Penalty: 1067.015503
	Iteration 88Q: 3 clusters Score -7280735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7280725.000000 Penalty: 1067.015503
	Iteration 89Q: 3 clusters Score -7280725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122262 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7280764.500000 Penalty: 1067.015503
	Iteration 90Q: 3 clusters Score -7280764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7280770.500000 Penalty: 1067.015503
	Iteration 91Q: 3 clusters Score -7280770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7280782.000000 Penalty: 1067.015503
	Iteration 92Q: 3 clusters Score -7280782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7280771.500000 Penalty: 1067.015503
	Iteration 93Q: 3 clusters Score -7280772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7280770.000000 Penalty: 1067.015503
	Iteration 94Q: 3 clusters Score -7280770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7280774.500000 Penalty: 1067.015503
	Iteration 95Q: 3 clusters Score -7280774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7280767.500000 Penalty: 1067.015503
	Iteration 96Q: 3 clusters Score -7280768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7280757.000000 Penalty: 1067.015503
	Iteration 97Q: 3 clusters Score -7280757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7280772.500000 Penalty: 1067.015503
	Iteration 98Q: 3 clusters Score -7280772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7280772.500000 Penalty: 1067.015503
	Iteration 99Q: 3 clusters Score -7280772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7280765.000000 Penalty: 1067.015503
	Iteration 100F: 3 clusters Score -7280765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7280773.000000 Penalty: 1067.015503
	Iteration 101Q: 3 clusters Score -7280773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7280775.000000 Penalty: 1067.015503
	Iteration 102Q: 3 clusters Score -7280775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7280786.000000 Penalty: 1067.015503
	Iteration 103Q: 3 clusters Score -7280786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7280777.500000 Penalty: 1067.015503
	Iteration 104Q: 3 clusters Score -7280778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7280782.500000 Penalty: 1067.015503
	Iteration 105Q: 3 clusters Score -7280782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7280784.000000 Penalty: 1067.015503
	Iteration 106Q: 3 clusters Score -7280784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7280773.000000 Penalty: 1067.015503
	Iteration 107Q: 3 clusters Score -7280773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7280780.500000 Penalty: 1067.015503
	Iteration 108Q: 3 clusters Score -7280780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122845 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7280777.000000 Penalty: 1067.015503
	Iteration 109Q: 3 clusters Score -7280777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7280770.500000 Penalty: 1067.015503
	Iteration 110Q: 3 clusters Score -7280770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122886 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7280773.000000 Penalty: 1067.015503
	Iteration 111Q: 3 clusters Score -7280773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7280776.000000 Penalty: 1067.015503
	Iteration 112Q: 3 clusters Score -7280776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122895 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7280779.500000 Penalty: 1067.015503
	Iteration 113Q: 3 clusters Score -7280780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122895 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7280780.500000 Penalty: 1067.015503
	Iteration 114Q: 3 clusters Score -7280780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122894 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7280781.000000 Penalty: 1067.015503
	Iteration 115Q: 3 clusters Score -7280781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122893 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7280779.000000 Penalty: 1067.015503
	Iteration 116Q: 3 clusters Score -7280779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122892 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7280778.500000 Penalty: 1067.015503
	Iteration 117Q: 3 clusters Score -7280778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122892 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7280778.500000 Penalty: 1067.015503
	Iteration 118F: 3 clusters Score -7280778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Entering Unmasked Estep 
Score: -5683421.000000 Penalty: 521.015015
	Iteration 0F: 2 clusters Score -5683421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5619934.000000 Penalty: 1042.030029
	Iteration 0F: 3 clusters Score -5619934 nChanged 45858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -5648308.500000 Penalty: 1042.030029
	Iteration 1F: 3 clusters Score -5648308 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -5650987.500000 Penalty: 1042.030029
	Iteration 2F: 3 clusters Score -5650988 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -5656703.500000 Penalty: 1042.030029
	Iteration 3F: 3 clusters Score -5656704 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -5666241.000000 Penalty: 1042.030029
	Iteration 4F: 3 clusters Score -5666241 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -5676110.500000 Penalty: 1042.030029
	Iteration 5F: 3 clusters Score -5676110 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -5681278.500000 Penalty: 1042.030029
	Iteration 6F: 3 clusters Score -5681278 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -5682591.000000 Penalty: 1042.030029
	Iteration 7Q: 3 clusters Score -5682591 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -5682857.500000 Penalty: 1042.030029
	Iteration 8Q: 3 clusters Score -5682858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -5682938.000000 Penalty: 1042.030029
	Iteration 9Q: 3 clusters Score -5682938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -5682974.000000 Penalty: 1042.030029
	Iteration 10Q: 3 clusters Score -5682974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -5682982.500000 Penalty: 1042.030029
	Iteration 11Q: 3 clusters Score -5682982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -5682988.500000 Penalty: 1042.030029
	Iteration 12Q: 3 clusters Score -5682988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -5682992.000000 Penalty: 1042.030029
	Iteration 13Q: 3 clusters Score -5682992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -5682992.500000 Penalty: 1042.030029
	Iteration 14Q: 3 clusters Score -5682992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -5682997.500000 Penalty: 1042.030029
	Iteration 15Q: 3 clusters Score -5682998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -5682999.500000 Penalty: 1042.030029
	Iteration 16Q: 3 clusters Score -5683000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -5683005.500000 Penalty: 1042.030029
	Iteration 17Q: 3 clusters Score -5683006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -5683001.500000 Penalty: 1042.030029
	Iteration 18Q: 3 clusters Score -5683002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -5683003.000000 Penalty: 1042.030029
	Iteration 19F: 3 clusters Score -5683003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -5683001.000000 Penalty: 1042.030029
	Iteration 20F: 3 clusters Score -5683001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Entering Unmasked Estep 
Score: -898594.937500 Penalty: 436.902252
	Iteration 0F: 2 clusters Score -898594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -888710.437500 Penalty: 873.804504
	Iteration 0F: 3 clusters Score -888710.4 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -893059.812500 Penalty: 873.804504
	Iteration 1F: 3 clusters Score -893059.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -893547.500000 Penalty: 873.804504
	Iteration 2F: 3 clusters Score -893547.5 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -894225.375000 Penalty: 873.804504
	Iteration 3F: 3 clusters Score -894225.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -895006.250000 Penalty: 873.804504
	Iteration 4F: 3 clusters Score -895006.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -895793.687500 Penalty: 873.804504
	Iteration 5F: 3 clusters Score -895793.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -896473.750000 Penalty: 873.804504
	Iteration 6F: 3 clusters Score -896473.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -896990.437500 Penalty: 873.804504
	Iteration 7Q: 3 clusters Score -896990.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -897339.937500 Penalty: 873.804504
	Iteration 8Q: 3 clusters Score -897339.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -897566.125000 Penalty: 873.804504
	Iteration 9Q: 3 clusters Score -897566.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -897714.250000 Penalty: 873.804504
	Iteration 10Q: 3 clusters Score -897714.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -897818.000000 Penalty: 873.804504
	Iteration 11Q: 3 clusters Score -897818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -897895.187500 Penalty: 873.804504
	Iteration 12Q: 3 clusters Score -897895.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -897963.062500 Penalty: 873.804504
	Iteration 13Q: 3 clusters Score -897963.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -898017.812500 Penalty: 873.804504
	Iteration 14Q: 3 clusters Score -898017.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -898056.125000 Penalty: 873.804504
	Iteration 15Q: 3 clusters Score -898056.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -898093.187500 Penalty: 873.804504
	Iteration 16Q: 3 clusters Score -898093.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -898123.187500 Penalty: 873.804504
	Iteration 17Q: 3 clusters Score -898123.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -898149.687500 Penalty: 873.804504
	Iteration 18Q: 3 clusters Score -898149.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -898177.625000 Penalty: 873.804504
	Iteration 19Q: 3 clusters Score -898177.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -898201.000000 Penalty: 873.804504
	Iteration 20F: 3 clusters Score -898201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -898221.187500 Penalty: 873.804504
	Iteration 21Q: 3 clusters Score -898221.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -898234.000000 Penalty: 873.804504
	Iteration 22Q: 3 clusters Score -898234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -898239.500000 Penalty: 873.804504
	Iteration 23Q: 3 clusters Score -898239.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -898246.812500 Penalty: 873.804504
	Iteration 24Q: 3 clusters Score -898246.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -898252.312500 Penalty: 873.804504
	Iteration 25Q: 3 clusters Score -898252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -898259.312500 Penalty: 873.804504
	Iteration 26Q: 3 clusters Score -898259.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -898263.562500 Penalty: 873.804504
	Iteration 27Q: 3 clusters Score -898263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -898266.687500 Penalty: 873.804504
	Iteration 28Q: 3 clusters Score -898266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -898270.125000 Penalty: 873.804504
	Iteration 29Q: 3 clusters Score -898270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -898273.062500 Penalty: 873.804504
	Iteration 30Q: 3 clusters Score -898273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -898276.187500 Penalty: 873.804504
	Iteration 31Q: 3 clusters Score -898276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -898282.500000 Penalty: 873.804504
	Iteration 32Q: 3 clusters Score -898282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -898286.750000 Penalty: 873.804504
	Iteration 33Q: 3 clusters Score -898286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -898287.312500 Penalty: 873.804504
	Iteration 34Q: 3 clusters Score -898287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -898290.437500 Penalty: 873.804504
	Iteration 35Q: 3 clusters Score -898290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -898290.562500 Penalty: 873.804504
	Iteration 36Q: 3 clusters Score -898290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -898289.062500 Penalty: 873.804504
	Iteration 37Q: 3 clusters Score -898289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -898290.812500 Penalty: 873.804504
	Iteration 38Q: 3 clusters Score -898290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -898291.312500 Penalty: 873.804504
	Iteration 39Q: 3 clusters Score -898291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -898293.875000 Penalty: 873.804504
	Iteration 40F: 3 clusters Score -898293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -898299.000000 Penalty: 873.804504
	Iteration 41Q: 3 clusters Score -898299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -898299.125000 Penalty: 873.804504
	Iteration 42Q: 3 clusters Score -898299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -898299.500000 Penalty: 873.804504
	Iteration 43Q: 3 clusters Score -898299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -898301.750000 Penalty: 873.804504
	Iteration 44Q: 3 clusters Score -898301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -898302.250000 Penalty: 873.804504
	Iteration 45Q: 3 clusters Score -898302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -898304.125000 Penalty: 873.804504
	Iteration 46Q: 3 clusters Score -898304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -898305.187500 Penalty: 873.804504
	Iteration 47Q: 3 clusters Score -898305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -898305.687500 Penalty: 873.804504
	Iteration 48Q: 3 clusters Score -898305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -898305.437500 Penalty: 873.804504
	Iteration 49Q: 3 clusters Score -898305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -898307.187500 Penalty: 873.804504
	Iteration 50Q: 3 clusters Score -898307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -898306.875000 Penalty: 873.804504
	Iteration 51Q: 3 clusters Score -898306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -898311.250000 Penalty: 873.804504
	Iteration 52Q: 3 clusters Score -898311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -898316.687500 Penalty: 873.804504
	Iteration 53Q: 3 clusters Score -898316.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -898321.375000 Penalty: 873.804504
	Iteration 54Q: 3 clusters Score -898321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -898324.125000 Penalty: 873.804504
	Iteration 55Q: 3 clusters Score -898324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -898327.750000 Penalty: 873.804504
	Iteration 56Q: 3 clusters Score -898327.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -898330.937500 Penalty: 873.804504
	Iteration 57Q: 3 clusters Score -898330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -898333.125000 Penalty: 873.804504
	Iteration 58Q: 3 clusters Score -898333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -898332.250000 Penalty: 873.804504
	Iteration 59Q: 3 clusters Score -898332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -898332.750000 Penalty: 873.804504
	Iteration 60F: 3 clusters Score -898332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -898333.375000 Penalty: 873.804504
	Iteration 61Q: 3 clusters Score -898333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -898334.250000 Penalty: 873.804504
	Iteration 62Q: 3 clusters Score -898334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -898335.187500 Penalty: 873.804504
	Iteration 63Q: 3 clusters Score -898335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -898334.937500 Penalty: 873.804504
	Iteration 64Q: 3 clusters Score -898334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -898335.375000 Penalty: 873.804504
	Iteration 65Q: 3 clusters Score -898335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -898335.500000 Penalty: 873.804504
	Iteration 66Q: 3 clusters Score -898335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -898335.500000 Penalty: 873.804504
	Iteration 67F: 3 clusters Score -898335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11732.909180 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11732.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11462.017578 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -11462.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11528.066406 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -11528.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11535.847656 Penalty: 471.029633
	Iteration 2Q: 3 clusters Score -11535.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11539.115234 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11539.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11540.774414 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11540.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11542.274414 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11542.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11547.457031 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -11547.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11550.618164 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -11550.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11553.039062 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -11553.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11561.568359 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -11561.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11570.336914 Penalty: 471.029633
	Iteration 10Q: 3 clusters Score -11570.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11581.154297 Penalty: 471.029633
	Iteration 11Q: 3 clusters Score -11581.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11583.220703 Penalty: 471.029633
	Iteration 12Q: 3 clusters Score -11583.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11583.220703 Penalty: 471.029633
	Iteration 13F: 3 clusters Score -11583.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5988.874512 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5988.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5745.406250 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5745.406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5965.327148 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5965.327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6056.339844 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -6056.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6085.412598 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -6085.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6089.781738 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -6089.782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6089.781738 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -6089.782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 76 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 77 members 
Entering Unmasked Estep 
Score: -58209500.000000 Penalty: 54754.117188
Splitting cluster 11 changes total score from -58209908.000000 to -58209500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Entering Unmasked Estep 
Score: -552433.562500 Penalty: 415.063446
	Iteration 0F: 2 clusters Score -552433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -546264.937500 Penalty: 830.126892
	Iteration 0F: 3 clusters Score -546264.9 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -548858.000000 Penalty: 830.126892
	Iteration 1F: 3 clusters Score -548858 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -549083.187500 Penalty: 830.126892
	Iteration 2F: 3 clusters Score -549083.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -549368.312500 Penalty: 830.126892
	Iteration 3F: 3 clusters Score -549368.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -549710.437500 Penalty: 830.126892
	Iteration 4F: 3 clusters Score -549710.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -550113.812500 Penalty: 830.126892
	Iteration 5F: 3 clusters Score -550113.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -550507.500000 Penalty: 830.126892
	Iteration 6F: 3 clusters Score -550507.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -550840.187500 Penalty: 830.126892
	Iteration 7F: 3 clusters Score -550840.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -551045.750000 Penalty: 830.126892
	Iteration 8Q: 3 clusters Score -551045.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -551149.375000 Penalty: 830.126892
	Iteration 9Q: 3 clusters Score -551149.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -551218.187500 Penalty: 830.126892
	Iteration 10Q: 3 clusters Score -551218.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -551277.000000 Penalty: 830.126892
	Iteration 11Q: 3 clusters Score -551277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -551350.187500 Penalty: 830.126892
	Iteration 12Q: 3 clusters Score -551350.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -551428.250000 Penalty: 830.126892
	Iteration 13Q: 3 clusters Score -551428.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -551505.812500 Penalty: 830.126892
	Iteration 14Q: 3 clusters Score -551505.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -551574.250000 Penalty: 830.126892
	Iteration 15Q: 3 clusters Score -551574.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -551623.250000 Penalty: 830.126892
	Iteration 16Q: 3 clusters Score -551623.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -551664.812500 Penalty: 830.126892
	Iteration 17Q: 3 clusters Score -551664.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -551699.375000 Penalty: 830.126892
	Iteration 18Q: 3 clusters Score -551699.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -551726.000000 Penalty: 830.126892
	Iteration 19Q: 3 clusters Score -551726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -551753.250000 Penalty: 830.126892
	Iteration 20F: 3 clusters Score -551753.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -551776.812500 Penalty: 830.126892
	Iteration 21Q: 3 clusters Score -551776.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -551795.875000 Penalty: 830.126892
	Iteration 22Q: 3 clusters Score -551795.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -551806.750000 Penalty: 830.126892
	Iteration 23Q: 3 clusters Score -551806.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -551818.187500 Penalty: 830.126892
	Iteration 24Q: 3 clusters Score -551818.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -551826.437500 Penalty: 830.126892
	Iteration 25Q: 3 clusters Score -551826.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -551831.875000 Penalty: 830.126892
	Iteration 26Q: 3 clusters Score -551831.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -551839.000000 Penalty: 830.126892
	Iteration 27Q: 3 clusters Score -551839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -551844.687500 Penalty: 830.126892
	Iteration 28Q: 3 clusters Score -551844.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -551850.437500 Penalty: 830.126892
	Iteration 29Q: 3 clusters Score -551850.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -551854.437500 Penalty: 830.126892
	Iteration 30Q: 3 clusters Score -551854.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -551860.812500 Penalty: 830.126892
	Iteration 31Q: 3 clusters Score -551860.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -551862.500000 Penalty: 830.126892
	Iteration 32Q: 3 clusters Score -551862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -551864.875000 Penalty: 830.126892
	Iteration 33Q: 3 clusters Score -551864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -551866.250000 Penalty: 830.126892
	Iteration 34Q: 3 clusters Score -551866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -551867.125000 Penalty: 830.126892
	Iteration 35Q: 3 clusters Score -551867.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -551869.687500 Penalty: 830.126892
	Iteration 36Q: 3 clusters Score -551869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -551871.312500 Penalty: 830.126892
	Iteration 37Q: 3 clusters Score -551871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -551872.812500 Penalty: 830.126892
	Iteration 38Q: 3 clusters Score -551872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -551875.500000 Penalty: 830.126892
	Iteration 39Q: 3 clusters Score -551875.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -551876.500000 Penalty: 830.126892
	Iteration 40F: 3 clusters Score -551876.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -551878.125000 Penalty: 830.126892
	Iteration 41Q: 3 clusters Score -551878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -551878.937500 Penalty: 830.126892
	Iteration 42Q: 3 clusters Score -551878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -551879.625000 Penalty: 830.126892
	Iteration 43Q: 3 clusters Score -551879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -551880.187500 Penalty: 830.126892
	Iteration 44Q: 3 clusters Score -551880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -551882.500000 Penalty: 830.126892
	Iteration 45Q: 3 clusters Score -551882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -551884.437500 Penalty: 830.126892
	Iteration 46Q: 3 clusters Score -551884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -551885.062500 Penalty: 830.126892
	Iteration 47Q: 3 clusters Score -551885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -551887.062500 Penalty: 830.126892
	Iteration 48Q: 3 clusters Score -551887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -551889.000000 Penalty: 830.126892
	Iteration 49Q: 3 clusters Score -551889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -551889.000000 Penalty: 830.126892
	Iteration 50Q: 3 clusters Score -551889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -551889.187500 Penalty: 830.126892
	Iteration 51Q: 3 clusters Score -551889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -551891.937500 Penalty: 830.126892
	Iteration 52Q: 3 clusters Score -551891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -551893.062500 Penalty: 830.126892
	Iteration 53Q: 3 clusters Score -551893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -551895.625000 Penalty: 830.126892
	Iteration 54Q: 3 clusters Score -551895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -551897.062500 Penalty: 830.126892
	Iteration 55Q: 3 clusters Score -551897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -551897.312500 Penalty: 830.126892
	Iteration 56Q: 3 clusters Score -551897.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -551899.437500 Penalty: 830.126892
	Iteration 57Q: 3 clusters Score -551899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -551900.687500 Penalty: 830.126892
	Iteration 58Q: 3 clusters Score -551900.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -551902.250000 Penalty: 830.126892
	Iteration 59Q: 3 clusters Score -551902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -551903.687500 Penalty: 830.126892
	Iteration 60F: 3 clusters Score -551903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -551904.875000 Penalty: 830.126892
	Iteration 61Q: 3 clusters Score -551904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -551904.812500 Penalty: 830.126892
	Iteration 62Q: 3 clusters Score -551904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -551905.437500 Penalty: 830.126892
	Iteration 63Q: 3 clusters Score -551905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -551905.687500 Penalty: 830.126892
	Iteration 64Q: 3 clusters Score -551905.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -551907.562500 Penalty: 830.126892
	Iteration 65Q: 3 clusters Score -551907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -551908.187500 Penalty: 830.126892
	Iteration 66Q: 3 clusters Score -551908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -551908.687500 Penalty: 830.126892
	Iteration 67Q: 3 clusters Score -551908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -551908.812500 Penalty: 830.126892
	Iteration 68Q: 3 clusters Score -551908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -551909.312500 Penalty: 830.126892
	Iteration 69Q: 3 clusters Score -551909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -551910.625000 Penalty: 830.126892
	Iteration 70Q: 3 clusters Score -551910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -551910.625000 Penalty: 830.126892
	Iteration 71F: 3 clusters Score -551910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Entering Unmasked Estep 
Score: -4374211.500000 Penalty: 509.450775
	Iteration 0F: 2 clusters Score -4374212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4325128.500000 Penalty: 1018.901550
	Iteration 0F: 3 clusters Score -4325128 nChanged 35539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4346143.000000 Penalty: 1018.901550
	Iteration 1F: 3 clusters Score -4346143 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -4347463.000000 Penalty: 1018.901550
	Iteration 2Q: 3 clusters Score -4347463 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -4350048.500000 Penalty: 1018.901550
	Iteration 3F: 3 clusters Score -4350048 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -4354633.500000 Penalty: 1018.901550
	Iteration 4F: 3 clusters Score -4354634 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -4361416.500000 Penalty: 1018.901550
	Iteration 5F: 3 clusters Score -4361416 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -4367940.000000 Penalty: 1018.901550
	Iteration 6F: 3 clusters Score -4367940 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -4371661.500000 Penalty: 1018.901550
	Iteration 7Q: 3 clusters Score -4371662 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -4373021.000000 Penalty: 1018.901550
	Iteration 8Q: 3 clusters Score -4373021 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -4373484.500000 Penalty: 1018.901550
	Iteration 9Q: 3 clusters Score -4373484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -4373657.500000 Penalty: 1018.901550
	Iteration 10Q: 3 clusters Score -4373658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4373717.000000 Penalty: 1018.901550
	Iteration 11Q: 3 clusters Score -4373717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -4373750.000000 Penalty: 1018.901550
	Iteration 12Q: 3 clusters Score -4373750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -4373757.500000 Penalty: 1018.901550
	Iteration 13Q: 3 clusters Score -4373758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -4373767.000000 Penalty: 1018.901550
	Iteration 14Q: 3 clusters Score -4373767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -4373767.000000 Penalty: 1018.901550
	Iteration 15Q: 3 clusters Score -4373767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -4373767.000000 Penalty: 1018.901550
	Iteration 16F: 3 clusters Score -4373767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (122600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Entering Unmasked Estep 
Score: -7389683.500000 Penalty: 533.109070
	Iteration 0F: 2 clusters Score -7389684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -7308077.000000 Penalty: 1066.218140
	Iteration 0F: 3 clusters Score -7308077 nChanged 59931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -7347086.500000 Penalty: 1066.218140
	Iteration 1F: 3 clusters Score -7347086 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7352530.000000 Penalty: 1066.218140
	Iteration 2F: 3 clusters Score -7352530 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7361380.500000 Penalty: 1066.218140
	Iteration 3F: 3 clusters Score -7361380 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -7373073.000000 Penalty: 1066.218140
	Iteration 4F: 3 clusters Score -7373073 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -7383002.500000 Penalty: 1066.218140
	Iteration 5F: 3 clusters Score -7383002 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7387549.000000 Penalty: 1066.218140
	Iteration 6Q: 3 clusters Score -7387549 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7388788.000000 Penalty: 1066.218140
	Iteration 7Q: 3 clusters Score -7388788 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7389096.500000 Penalty: 1066.218140
	Iteration 8Q: 3 clusters Score -7389096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122407 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7389206.000000 Penalty: 1066.218140
	Iteration 9Q: 3 clusters Score -7389206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7389245.500000 Penalty: 1066.218140
	Iteration 10Q: 3 clusters Score -7389246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7389263.500000 Penalty: 1066.218140
	Iteration 11Q: 3 clusters Score -7389264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7389268.500000 Penalty: 1066.218140
	Iteration 12Q: 3 clusters Score -7389268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7389276.000000 Penalty: 1066.218140
	Iteration 13Q: 3 clusters Score -7389276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7389283.000000 Penalty: 1066.218140
	Iteration 14Q: 3 clusters Score -7389283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122492 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7389285.000000 Penalty: 1066.218140
	Iteration 15Q: 3 clusters Score -7389285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7389293.000000 Penalty: 1066.218140
	Iteration 16Q: 3 clusters Score -7389293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7389296.500000 Penalty: 1066.218140
	Iteration 17Q: 3 clusters Score -7389296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7389299.000000 Penalty: 1066.218140
	Iteration 18Q: 3 clusters Score -7389299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7389297.000000 Penalty: 1066.218140
	Iteration 19Q: 3 clusters Score -7389297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7389298.500000 Penalty: 1066.218140
	Iteration 20F: 3 clusters Score -7389298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -357659.281250 Penalty: 396.423126
	Iteration 0F: 2 clusters Score -357659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -353517.093750 Penalty: 792.846252
	Iteration 0F: 3 clusters Score -353517.1 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -355069.281250 Penalty: 792.846252
	Iteration 1F: 3 clusters Score -355069.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -355240.062500 Penalty: 792.846252
	Iteration 2F: 3 clusters Score -355240.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -355486.750000 Penalty: 792.846252
	Iteration 3F: 3 clusters Score -355486.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -355820.562500 Penalty: 792.846252
	Iteration 4F: 3 clusters Score -355820.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -356207.843750 Penalty: 792.846252
	Iteration 5F: 3 clusters Score -356207.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -356578.468750 Penalty: 792.846252
	Iteration 6F: 3 clusters Score -356578.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -356817.906250 Penalty: 792.846252
	Iteration 7F: 3 clusters Score -356817.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -356962.250000 Penalty: 792.846252
	Iteration 8Q: 3 clusters Score -356962.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -357067.468750 Penalty: 792.846252
	Iteration 9Q: 3 clusters Score -357067.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -357130.843750 Penalty: 792.846252
	Iteration 10Q: 3 clusters Score -357130.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -357177.968750 Penalty: 792.846252
	Iteration 11Q: 3 clusters Score -357178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -357211.687500 Penalty: 792.846252
	Iteration 12Q: 3 clusters Score -357211.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -357231.312500 Penalty: 792.846252
	Iteration 13Q: 3 clusters Score -357231.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -357241.625000 Penalty: 792.846252
	Iteration 14Q: 3 clusters Score -357241.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -357255.031250 Penalty: 792.846252
	Iteration 15Q: 3 clusters Score -357255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -357266.625000 Penalty: 792.846252
	Iteration 16Q: 3 clusters Score -357266.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -357276.750000 Penalty: 792.846252
	Iteration 17Q: 3 clusters Score -357276.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -357286.656250 Penalty: 792.846252
	Iteration 18Q: 3 clusters Score -357286.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -357299.750000 Penalty: 792.846252
	Iteration 19Q: 3 clusters Score -357299.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -357311.000000 Penalty: 792.846252
	Iteration 20F: 3 clusters Score -357311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -357318.812500 Penalty: 792.846252
	Iteration 21Q: 3 clusters Score -357318.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -357328.250000 Penalty: 792.846252
	Iteration 22Q: 3 clusters Score -357328.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -357342.531250 Penalty: 792.846252
	Iteration 23Q: 3 clusters Score -357342.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -357358.312500 Penalty: 792.846252
	Iteration 24Q: 3 clusters Score -357358.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -357372.531250 Penalty: 792.846252
	Iteration 25Q: 3 clusters Score -357372.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -357381.593750 Penalty: 792.846252
	Iteration 26Q: 3 clusters Score -357381.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -357384.750000 Penalty: 792.846252
	Iteration 27Q: 3 clusters Score -357384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -357389.312500 Penalty: 792.846252
	Iteration 28Q: 3 clusters Score -357389.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -357396.031250 Penalty: 792.846252
	Iteration 29Q: 3 clusters Score -357396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -357400.125000 Penalty: 792.846252
	Iteration 30Q: 3 clusters Score -357400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -357404.843750 Penalty: 792.846252
	Iteration 31Q: 3 clusters Score -357404.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -357410.125000 Penalty: 792.846252
	Iteration 32Q: 3 clusters Score -357410.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -357417.281250 Penalty: 792.846252
	Iteration 33Q: 3 clusters Score -357417.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -357424.250000 Penalty: 792.846252
	Iteration 34Q: 3 clusters Score -357424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -357431.656250 Penalty: 792.846252
	Iteration 35Q: 3 clusters Score -357431.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -357441.218750 Penalty: 792.846252
	Iteration 36Q: 3 clusters Score -357441.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -357452.812500 Penalty: 792.846252
	Iteration 37Q: 3 clusters Score -357452.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -357461.468750 Penalty: 792.846252
	Iteration 38Q: 3 clusters Score -357461.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -357468.156250 Penalty: 792.846252
	Iteration 39Q: 3 clusters Score -357468.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -357474.375000 Penalty: 792.846252
	Iteration 40F: 3 clusters Score -357474.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -357481.281250 Penalty: 792.846252
	Iteration 41Q: 3 clusters Score -357481.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -357485.937500 Penalty: 792.846252
	Iteration 42Q: 3 clusters Score -357485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -357492.062500 Penalty: 792.846252
	Iteration 43Q: 3 clusters Score -357492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -357494.468750 Penalty: 792.846252
	Iteration 44Q: 3 clusters Score -357494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -357500.968750 Penalty: 792.846252
	Iteration 45Q: 3 clusters Score -357501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -357505.875000 Penalty: 792.846252
	Iteration 46Q: 3 clusters Score -357505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -357509.906250 Penalty: 792.846252
	Iteration 47Q: 3 clusters Score -357509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -357514.406250 Penalty: 792.846252
	Iteration 48Q: 3 clusters Score -357514.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -357518.500000 Penalty: 792.846252
	Iteration 49Q: 3 clusters Score -357518.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -357523.843750 Penalty: 792.846252
	Iteration 50Q: 3 clusters Score -357523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -357529.281250 Penalty: 792.846252
	Iteration 51Q: 3 clusters Score -357529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -357533.406250 Penalty: 792.846252
	Iteration 52Q: 3 clusters Score -357533.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -357537.500000 Penalty: 792.846252
	Iteration 53Q: 3 clusters Score -357537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -357539.843750 Penalty: 792.846252
	Iteration 54Q: 3 clusters Score -357539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -357539.843750 Penalty: 792.846252
	Iteration 55Q: 3 clusters Score -357539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -357540.781250 Penalty: 792.846252
	Iteration 56Q: 3 clusters Score -357540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -357541.187500 Penalty: 792.846252
	Iteration 57Q: 3 clusters Score -357541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -357541.250000 Penalty: 792.846252
	Iteration 58Q: 3 clusters Score -357541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -357541.250000 Penalty: 792.846252
	Iteration 59F: 3 clusters Score -357541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Entering Unmasked Estep 
Score: -6756391.000000 Penalty: 529.119080
	Iteration 0F: 2 clusters Score -6756391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -6682542.500000 Penalty: 1058.238159
	Iteration 0F: 3 clusters Score -6682542 nChanged 55067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -6718050.000000 Penalty: 1058.238159
	Iteration 1F: 3 clusters Score -6718050 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -6721663.500000 Penalty: 1058.238159
	Iteration 2F: 3 clusters Score -6721664 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -6726956.500000 Penalty: 1058.238159
	Iteration 3F: 3 clusters Score -6726956 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -6733835.000000 Penalty: 1058.238159
	Iteration 4F: 3 clusters Score -6733835 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -6740194.500000 Penalty: 1058.238159
	Iteration 5F: 3 clusters Score -6740194 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -6743300.500000 Penalty: 1058.238159
	Iteration 6F: 3 clusters Score -6743300 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -6744435.000000 Penalty: 1058.238159
	Iteration 7Q: 3 clusters Score -6744435 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -6745204.000000 Penalty: 1058.238159
	Iteration 8Q: 3 clusters Score -6745204 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -6745859.500000 Penalty: 1058.238159
	Iteration 9Q: 3 clusters Score -6745860 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -6746599.500000 Penalty: 1058.238159
	Iteration 10Q: 3 clusters Score -6746600 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -6747372.500000 Penalty: 1058.238159
	Iteration 11Q: 3 clusters Score -6747372 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -6748066.500000 Penalty: 1058.238159
	Iteration 12Q: 3 clusters Score -6748066 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -6748823.000000 Penalty: 1058.238159
	Iteration 13Q: 3 clusters Score -6748823 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -6749457.500000 Penalty: 1058.238159
	Iteration 14Q: 3 clusters Score -6749458 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -6750030.500000 Penalty: 1058.238159
	Iteration 15Q: 3 clusters Score -6750030 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -6750405.000000 Penalty: 1058.238159
	Iteration 16Q: 3 clusters Score -6750405 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -6750740.500000 Penalty: 1058.238159
	Iteration 17Q: 3 clusters Score -6750740 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -6750958.000000 Penalty: 1058.238159
	Iteration 18Q: 3 clusters Score -6750958 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -6751131.000000 Penalty: 1058.238159
	Iteration 19Q: 3 clusters Score -6751131 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -6751301.500000 Penalty: 1058.238159
	Iteration 20F: 3 clusters Score -6751302 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -6751490.500000 Penalty: 1058.238159
	Iteration 21Q: 3 clusters Score -6751490 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -6751593.500000 Penalty: 1058.238159
	Iteration 22Q: 3 clusters Score -6751594 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -6751701.500000 Penalty: 1058.238159
	Iteration 23Q: 3 clusters Score -6751702 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -6751840.500000 Penalty: 1058.238159
	Iteration 24Q: 3 clusters Score -6751840 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -6751891.000000 Penalty: 1058.238159
	Iteration 25Q: 3 clusters Score -6751891 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -6752000.500000 Penalty: 1058.238159
	Iteration 26Q: 3 clusters Score -6752000 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -6752083.500000 Penalty: 1058.238159
	Iteration 27Q: 3 clusters Score -6752084 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -6752144.500000 Penalty: 1058.238159
	Iteration 28Q: 3 clusters Score -6752144 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -6752265.500000 Penalty: 1058.238159
	Iteration 29Q: 3 clusters Score -6752266 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -6752371.000000 Penalty: 1058.238159
	Iteration 30Q: 3 clusters Score -6752371 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -6752453.000000 Penalty: 1058.238159
	Iteration 31Q: 3 clusters Score -6752453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -6752569.500000 Penalty: 1058.238159
	Iteration 32Q: 3 clusters Score -6752570 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -6752678.000000 Penalty: 1058.238159
	Iteration 33Q: 3 clusters Score -6752678 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -6752860.000000 Penalty: 1058.238159
	Iteration 34Q: 3 clusters Score -6752860 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -6752982.000000 Penalty: 1058.238159
	Iteration 35Q: 3 clusters Score -6752982 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -6753135.000000 Penalty: 1058.238159
	Iteration 36Q: 3 clusters Score -6753135 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -6753298.500000 Penalty: 1058.238159
	Iteration 37Q: 3 clusters Score -6753298 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -6753520.000000 Penalty: 1058.238159
	Iteration 38Q: 3 clusters Score -6753520 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -6753689.500000 Penalty: 1058.238159
	Iteration 39Q: 3 clusters Score -6753690 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -6753896.000000 Penalty: 1058.238159
	Iteration 40F: 3 clusters Score -6753896 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -6754187.500000 Penalty: 1058.238159
	Iteration 41Q: 3 clusters Score -6754188 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -6754483.000000 Penalty: 1058.238159
	Iteration 42Q: 3 clusters Score -6754483 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -6754784.000000 Penalty: 1058.238159
	Iteration 43Q: 3 clusters Score -6754784 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -6755016.500000 Penalty: 1058.238159
	Iteration 44Q: 3 clusters Score -6755016 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -6755293.000000 Penalty: 1058.238159
	Iteration 45Q: 3 clusters Score -6755293 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -6755603.500000 Penalty: 1058.238159
	Iteration 46Q: 3 clusters Score -6755604 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -6755872.000000 Penalty: 1058.238159
	Iteration 47Q: 3 clusters Score -6755872 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -6756127.500000 Penalty: 1058.238159
	Iteration 48Q: 3 clusters Score -6756128 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -6756259.000000 Penalty: 1058.238159
	Iteration 49Q: 3 clusters Score -6756259 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -6756377.500000 Penalty: 1058.238159
	Iteration 50Q: 3 clusters Score -6756378 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -6756489.000000 Penalty: 1058.238159
	Iteration 51Q: 3 clusters Score -6756489 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -6756544.000000 Penalty: 1058.238159
	Iteration 52Q: 3 clusters Score -6756544 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -6756456.000000 Penalty: 1058.238159
	Iteration 53Q: 3 clusters Score -6756456 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 110161 members 
Entering Unmasked Estep 
Score: -6756441.000000 Penalty: 1058.238159
	Iteration 54Q: 3 clusters Score -6756441 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -6756420.500000 Penalty: 1058.238159
	Iteration 55Q: 3 clusters Score -6756420 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -6756359.000000 Penalty: 1058.238159
	Iteration 56Q: 3 clusters Score -6756359 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -6756359.000000 Penalty: 1058.238159
	Iteration 57Q: 3 clusters Score -6756359 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 111339 members 
Entering Unmasked Estep 
Score: -6756355.500000 Penalty: 1058.238159
	Iteration 58Q: 3 clusters Score -6756356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -6756334.500000 Penalty: 1058.238159
	Iteration 59Q: 3 clusters Score -6756334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -6756338.000000 Penalty: 1058.238159
	Iteration 60F: 3 clusters Score -6756338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -6756314.000000 Penalty: 1058.238159
	Iteration 61Q: 3 clusters Score -6756314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -6756295.000000 Penalty: 1058.238159
	Iteration 62Q: 3 clusters Score -6756295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -6756284.500000 Penalty: 1058.238159
	Iteration 63Q: 3 clusters Score -6756284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -6756260.000000 Penalty: 1058.238159
	Iteration 64Q: 3 clusters Score -6756260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 111862 members 
Entering Unmasked Estep 
Score: -6756259.500000 Penalty: 1058.238159
	Iteration 65Q: 3 clusters Score -6756260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -6756234.000000 Penalty: 1058.238159
	Iteration 66Q: 3 clusters Score -6756234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -6756227.000000 Penalty: 1058.238159
	Iteration 67Q: 3 clusters Score -6756227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -6756223.500000 Penalty: 1058.238159
	Iteration 68Q: 3 clusters Score -6756224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 111948 members 
Entering Unmasked Estep 
Score: -6756222.000000 Penalty: 1058.238159
	Iteration 69Q: 3 clusters Score -6756222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -6756218.000000 Penalty: 1058.238159
	Iteration 70Q: 3 clusters Score -6756218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -6756232.500000 Penalty: 1058.238159
	Iteration 71Q: 3 clusters Score -6756232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 111997 members 
Entering Unmasked Estep 
Score: -6756230.500000 Penalty: 1058.238159
	Iteration 72Q: 3 clusters Score -6756230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -6756201.000000 Penalty: 1058.238159
	Iteration 73Q: 3 clusters Score -6756201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -6756207.000000 Penalty: 1058.238159
	Iteration 74Q: 3 clusters Score -6756207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -6756205.500000 Penalty: 1058.238159
	Iteration 75Q: 3 clusters Score -6756206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -6756194.500000 Penalty: 1058.238159
	Iteration 76Q: 3 clusters Score -6756194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -6756193.500000 Penalty: 1058.238159
	Iteration 77Q: 3 clusters Score -6756194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -6756189.500000 Penalty: 1058.238159
	Iteration 78Q: 3 clusters Score -6756190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -6756193.000000 Penalty: 1058.238159
	Iteration 79Q: 3 clusters Score -6756193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -6756191.500000 Penalty: 1058.238159
	Iteration 80F: 3 clusters Score -6756192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -6756189.500000 Penalty: 1058.238159
	Iteration 81Q: 3 clusters Score -6756190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -6756186.500000 Penalty: 1058.238159
	Iteration 82Q: 3 clusters Score -6756186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -6756176.000000 Penalty: 1058.238159
	Iteration 83Q: 3 clusters Score -6756176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 112085 members 
Entering Unmasked Estep 
Score: -6756170.500000 Penalty: 1058.238159
	Iteration 84Q: 3 clusters Score -6756170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -6756164.500000 Penalty: 1058.238159
	Iteration 85Q: 3 clusters Score -6756164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
Score: -6756164.500000 Penalty: 1058.238159
	Iteration 86Q: 3 clusters Score -6756164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112096 members 
Entering Unmasked Estep 
Score: -6756162.000000 Penalty: 1058.238159
	Iteration 87Q: 3 clusters Score -6756162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -6756170.000000 Penalty: 1058.238159
	Iteration 88Q: 3 clusters Score -6756170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -6756174.000000 Penalty: 1058.238159
	Iteration 89Q: 3 clusters Score -6756174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -6756174.000000 Penalty: 1058.238159
	Iteration 90F: 3 clusters Score -6756174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Entering Unmasked Estep 
Score: -956921.937500 Penalty: 440.336060
	Iteration 0F: 2 clusters Score -956921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -946303.187500 Penalty: 880.672119
	Iteration 0F: 3 clusters Score -946303.2 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -950667.625000 Penalty: 880.672119
	Iteration 1F: 3 clusters Score -950667.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -951024.750000 Penalty: 880.672119
	Iteration 2F: 3 clusters Score -951024.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -951491.187500 Penalty: 880.672119
	Iteration 3F: 3 clusters Score -951491.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -952101.250000 Penalty: 880.672119
	Iteration 4F: 3 clusters Score -952101.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -952954.375000 Penalty: 880.672119
	Iteration 5F: 3 clusters Score -952954.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -953805.062500 Penalty: 880.672119
	Iteration 6F: 3 clusters Score -953805.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -954357.062500 Penalty: 880.672119
	Iteration 7F: 3 clusters Score -954357.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -954575.875000 Penalty: 880.672119
	Iteration 8Q: 3 clusters Score -954575.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -954660.500000 Penalty: 880.672119
	Iteration 9Q: 3 clusters Score -954660.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -954717.500000 Penalty: 880.672119
	Iteration 10Q: 3 clusters Score -954717.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -954755.187500 Penalty: 880.672119
	Iteration 11Q: 3 clusters Score -954755.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -954799.437500 Penalty: 880.672119
	Iteration 12Q: 3 clusters Score -954799.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -954833.750000 Penalty: 880.672119
	Iteration 13Q: 3 clusters Score -954833.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -954868.000000 Penalty: 880.672119
	Iteration 14Q: 3 clusters Score -954868 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -954892.812500 Penalty: 880.672119
	Iteration 15Q: 3 clusters Score -954892.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -954926.000000 Penalty: 880.672119
	Iteration 16Q: 3 clusters Score -954926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -954963.750000 Penalty: 880.672119
	Iteration 17Q: 3 clusters Score -954963.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -955002.187500 Penalty: 880.672119
	Iteration 18Q: 3 clusters Score -955002.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -955036.750000 Penalty: 880.672119
	Iteration 19Q: 3 clusters Score -955036.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -955068.125000 Penalty: 880.672119
	Iteration 20F: 3 clusters Score -955068.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -955099.500000 Penalty: 880.672119
	Iteration 21Q: 3 clusters Score -955099.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -955134.500000 Penalty: 880.672119
	Iteration 22Q: 3 clusters Score -955134.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -955178.062500 Penalty: 880.672119
	Iteration 23Q: 3 clusters Score -955178.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -955212.437500 Penalty: 880.672119
	Iteration 24Q: 3 clusters Score -955212.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -955250.562500 Penalty: 880.672119
	Iteration 25Q: 3 clusters Score -955250.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -955297.375000 Penalty: 880.672119
	Iteration 26Q: 3 clusters Score -955297.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -955340.437500 Penalty: 880.672119
	Iteration 27Q: 3 clusters Score -955340.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -955377.500000 Penalty: 880.672119
	Iteration 28Q: 3 clusters Score -955377.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -955416.500000 Penalty: 880.672119
	Iteration 29Q: 3 clusters Score -955416.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -955454.375000 Penalty: 880.672119
	Iteration 30Q: 3 clusters Score -955454.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -955499.250000 Penalty: 880.672119
	Iteration 31Q: 3 clusters Score -955499.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -955548.437500 Penalty: 880.672119
	Iteration 32Q: 3 clusters Score -955548.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -955597.625000 Penalty: 880.672119
	Iteration 33Q: 3 clusters Score -955597.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -955640.625000 Penalty: 880.672119
	Iteration 34Q: 3 clusters Score -955640.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -955685.937500 Penalty: 880.672119
	Iteration 35Q: 3 clusters Score -955685.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -955750.250000 Penalty: 880.672119
	Iteration 36Q: 3 clusters Score -955750.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -955824.750000 Penalty: 880.672119
	Iteration 37Q: 3 clusters Score -955824.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -955893.062500 Penalty: 880.672119
	Iteration 38Q: 3 clusters Score -955893.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -955963.812500 Penalty: 880.672119
	Iteration 39Q: 3 clusters Score -955963.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -956025.937500 Penalty: 880.672119
	Iteration 40F: 3 clusters Score -956025.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -956072.625000 Penalty: 880.672119
	Iteration 41Q: 3 clusters Score -956072.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -956125.000000 Penalty: 880.672119
	Iteration 42Q: 3 clusters Score -956125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -956176.312500 Penalty: 880.672119
	Iteration 43Q: 3 clusters Score -956176.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -956222.687500 Penalty: 880.672119
	Iteration 44Q: 3 clusters Score -956222.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -956278.500000 Penalty: 880.672119
	Iteration 45Q: 3 clusters Score -956278.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -956319.750000 Penalty: 880.672119
	Iteration 46Q: 3 clusters Score -956319.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -956358.562500 Penalty: 880.672119
	Iteration 47Q: 3 clusters Score -956358.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -956392.750000 Penalty: 880.672119
	Iteration 48Q: 3 clusters Score -956392.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -956417.500000 Penalty: 880.672119
	Iteration 49Q: 3 clusters Score -956417.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -956453.562500 Penalty: 880.672119
	Iteration 50Q: 3 clusters Score -956453.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -956477.125000 Penalty: 880.672119
	Iteration 51Q: 3 clusters Score -956477.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -956492.812500 Penalty: 880.672119
	Iteration 52Q: 3 clusters Score -956492.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -956505.562500 Penalty: 880.672119
	Iteration 53Q: 3 clusters Score -956505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -956519.437500 Penalty: 880.672119
	Iteration 54Q: 3 clusters Score -956519.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -956530.312500 Penalty: 880.672119
	Iteration 55Q: 3 clusters Score -956530.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -956537.187500 Penalty: 880.672119
	Iteration 56Q: 3 clusters Score -956537.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -956546.562500 Penalty: 880.672119
	Iteration 57Q: 3 clusters Score -956546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -956551.875000 Penalty: 880.672119
	Iteration 58Q: 3 clusters Score -956551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -956555.750000 Penalty: 880.672119
	Iteration 59Q: 3 clusters Score -956555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -956556.625000 Penalty: 880.672119
	Iteration 60F: 3 clusters Score -956556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -956559.625000 Penalty: 880.672119
	Iteration 61Q: 3 clusters Score -956559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -956563.000000 Penalty: 880.672119
	Iteration 62Q: 3 clusters Score -956563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -956568.375000 Penalty: 880.672119
	Iteration 63Q: 3 clusters Score -956568.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -956570.000000 Penalty: 880.672119
	Iteration 64Q: 3 clusters Score -956570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -956572.562500 Penalty: 880.672119
	Iteration 65Q: 3 clusters Score -956572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -956573.187500 Penalty: 880.672119
	Iteration 66Q: 3 clusters Score -956573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -956574.187500 Penalty: 880.672119
	Iteration 67Q: 3 clusters Score -956574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -956575.562500 Penalty: 880.672119
	Iteration 68Q: 3 clusters Score -956575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -956575.812500 Penalty: 880.672119
	Iteration 69Q: 3 clusters Score -956575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -956575.625000 Penalty: 880.672119
	Iteration 70Q: 3 clusters Score -956575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -956575.625000 Penalty: 880.672119
	Iteration 71F: 3 clusters Score -956575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -10752.821289 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -10752.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10478.794922 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -10478.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10554.244141 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -10554.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10585.343750 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -10585.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10591.662109 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -10591.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10594.111328 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -10594.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10594.503906 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -10594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10594.503906 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -10594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28005.986328 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28005.99 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28153.724609 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28153.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28235.535156 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28235.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28319.523438 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28319.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28369.164062 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -28369.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28396.246094 Penalty: 561.434570
	Iteration 5F: 3 clusters Score -28396.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28412.705078 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28412.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28420.277344 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28420.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28424.035156 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28424.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28430.539062 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28430.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28432.876953 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28432.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28433.531250 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28433.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28435.332031 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -28435.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28436.740234 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -28436.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28436.740234 Penalty: 561.434570
	Iteration 14F: 3 clusters Score -28436.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5445.134766 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5445.135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5498.128418 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5498.128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5510.660645 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -5510.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5514.338379 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5514.338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5516.190918 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -5516.191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5516.190918 Penalty: 409.482697
	Iteration 5F: 3 clusters Score -5516.191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7592.073242 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7592.073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7648.308105 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7648.308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7674.158203 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -7674.158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7681.379883 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7681.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7690.727539 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7690.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7690.727539 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -7690.728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11200.561523 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11200.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11311.783203 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11311.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11382.826172 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11382.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11408.800781 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11421.506836 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11421.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11425.813477 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11425.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11427.134766 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11427.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11427.984375 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11427.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11430.545898 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11430.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11432.337891 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11432.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11432.337891 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -11432.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -330503.781250 Penalty: 393.621643
	Iteration 0F: 2 clusters Score -330503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -326714.687500 Penalty: 787.243286
	Iteration 0F: 3 clusters Score -326714.7 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -328078.468750 Penalty: 787.243286
	Iteration 1F: 3 clusters Score -328078.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -328228.312500 Penalty: 787.243286
	Iteration 2F: 3 clusters Score -328228.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -328414.937500 Penalty: 787.243286
	Iteration 3F: 3 clusters Score -328414.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -328631.625000 Penalty: 787.243286
	Iteration 4F: 3 clusters Score -328631.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -328852.125000 Penalty: 787.243286
	Iteration 5F: 3 clusters Score -328852.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -329052.125000 Penalty: 787.243286
	Iteration 6Q: 3 clusters Score -329052.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329259.687500 Penalty: 787.243286
	Iteration 7F: 3 clusters Score -329259.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -329468.468750 Penalty: 787.243286
	Iteration 8F: 3 clusters Score -329468.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -329644.781250 Penalty: 787.243286
	Iteration 9Q: 3 clusters Score -329644.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -329788.687500 Penalty: 787.243286
	Iteration 10Q: 3 clusters Score -329788.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -329899.968750 Penalty: 787.243286
	Iteration 11Q: 3 clusters Score -329900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -329999.718750 Penalty: 787.243286
	Iteration 12Q: 3 clusters Score -329999.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -330069.375000 Penalty: 787.243286
	Iteration 13Q: 3 clusters Score -330069.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -330112.031250 Penalty: 787.243286
	Iteration 14Q: 3 clusters Score -330112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -330149.843750 Penalty: 787.243286
	Iteration 15Q: 3 clusters Score -330149.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -330172.468750 Penalty: 787.243286
	Iteration 16Q: 3 clusters Score -330172.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -330186.656250 Penalty: 787.243286
	Iteration 17Q: 3 clusters Score -330186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -330199.125000 Penalty: 787.243286
	Iteration 18Q: 3 clusters Score -330199.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -330210.000000 Penalty: 787.243286
	Iteration 19Q: 3 clusters Score -330210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -330214.781250 Penalty: 787.243286
	Iteration 20F: 3 clusters Score -330214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -330218.437500 Penalty: 787.243286
	Iteration 21Q: 3 clusters Score -330218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -330222.281250 Penalty: 787.243286
	Iteration 22Q: 3 clusters Score -330222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -330228.000000 Penalty: 787.243286
	Iteration 23Q: 3 clusters Score -330228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -330234.093750 Penalty: 787.243286
	Iteration 24Q: 3 clusters Score -330234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -330238.718750 Penalty: 787.243286
	Iteration 25Q: 3 clusters Score -330238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -330243.625000 Penalty: 787.243286
	Iteration 26Q: 3 clusters Score -330243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -330248.187500 Penalty: 787.243286
	Iteration 27Q: 3 clusters Score -330248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -330250.312500 Penalty: 787.243286
	Iteration 28Q: 3 clusters Score -330250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -330252.000000 Penalty: 787.243286
	Iteration 29Q: 3 clusters Score -330252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -330254.375000 Penalty: 787.243286
	Iteration 30Q: 3 clusters Score -330254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -330259.218750 Penalty: 787.243286
	Iteration 31Q: 3 clusters Score -330259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -330263.250000 Penalty: 787.243286
	Iteration 32Q: 3 clusters Score -330263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -330265.750000 Penalty: 787.243286
	Iteration 33Q: 3 clusters Score -330265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -330267.218750 Penalty: 787.243286
	Iteration 34Q: 3 clusters Score -330267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -330268.781250 Penalty: 787.243286
	Iteration 35Q: 3 clusters Score -330268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -330269.500000 Penalty: 787.243286
	Iteration 36Q: 3 clusters Score -330269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -330270.531250 Penalty: 787.243286
	Iteration 37Q: 3 clusters Score -330270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -330270.531250 Penalty: 787.243286
	Iteration 38F: 3 clusters Score -330270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Entering Unmasked Estep 
Score: -1516557.875000 Penalty: 459.620972
	Iteration 0F: 2 clusters Score -1516558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1500317.375000 Penalty: 919.241943
	Iteration 0F: 3 clusters Score -1500317 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1507082.375000 Penalty: 919.241943
	Iteration 1F: 3 clusters Score -1507082 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1507407.250000 Penalty: 919.241943
	Iteration 2Q: 3 clusters Score -1507407 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1507834.000000 Penalty: 919.241943
	Iteration 3Q: 3 clusters Score -1507834 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1508474.375000 Penalty: 919.241943
	Iteration 4F: 3 clusters Score -1508474 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1509513.250000 Penalty: 919.241943
	Iteration 5F: 3 clusters Score -1509513 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1510846.125000 Penalty: 919.241943
	Iteration 6F: 3 clusters Score -1510846 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1512170.875000 Penalty: 919.241943
	Iteration 7F: 3 clusters Score -1512171 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1513085.125000 Penalty: 919.241943
	Iteration 8Q: 3 clusters Score -1513085 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1513562.125000 Penalty: 919.241943
	Iteration 9Q: 3 clusters Score -1513562 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1513866.500000 Penalty: 919.241943
	Iteration 10Q: 3 clusters Score -1513866 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1514115.000000 Penalty: 919.241943
	Iteration 11Q: 3 clusters Score -1514115 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1514362.750000 Penalty: 919.241943
	Iteration 12Q: 3 clusters Score -1514363 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1514613.375000 Penalty: 919.241943
	Iteration 13Q: 3 clusters Score -1514613 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1514870.125000 Penalty: 919.241943
	Iteration 14Q: 3 clusters Score -1514870 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1515098.125000 Penalty: 919.241943
	Iteration 15Q: 3 clusters Score -1515098 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1515296.500000 Penalty: 919.241943
	Iteration 16Q: 3 clusters Score -1515296 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1515442.625000 Penalty: 919.241943
	Iteration 17Q: 3 clusters Score -1515443 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1515586.000000 Penalty: 919.241943
	Iteration 18Q: 3 clusters Score -1515586 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1515674.750000 Penalty: 919.241943
	Iteration 19Q: 3 clusters Score -1515675 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1515738.625000 Penalty: 919.241943
	Iteration 20F: 3 clusters Score -1515739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1515789.875000 Penalty: 919.241943
	Iteration 21Q: 3 clusters Score -1515790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1515828.250000 Penalty: 919.241943
	Iteration 22Q: 3 clusters Score -1515828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1515865.375000 Penalty: 919.241943
	Iteration 23Q: 3 clusters Score -1515865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1515890.750000 Penalty: 919.241943
	Iteration 24Q: 3 clusters Score -1515891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1515922.375000 Penalty: 919.241943
	Iteration 25Q: 3 clusters Score -1515922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1515951.625000 Penalty: 919.241943
	Iteration 26Q: 3 clusters Score -1515952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1515974.500000 Penalty: 919.241943
	Iteration 27Q: 3 clusters Score -1515974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1516008.500000 Penalty: 919.241943
	Iteration 28Q: 3 clusters Score -1516008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1516040.000000 Penalty: 919.241943
	Iteration 29Q: 3 clusters Score -1516040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1516070.500000 Penalty: 919.241943
	Iteration 30Q: 3 clusters Score -1516070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1516092.125000 Penalty: 919.241943
	Iteration 31Q: 3 clusters Score -1516092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1516111.625000 Penalty: 919.241943
	Iteration 32Q: 3 clusters Score -1516112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1516120.250000 Penalty: 919.241943
	Iteration 33Q: 3 clusters Score -1516120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1516128.125000 Penalty: 919.241943
	Iteration 34Q: 3 clusters Score -1516128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1516131.875000 Penalty: 919.241943
	Iteration 35Q: 3 clusters Score -1516132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1516134.625000 Penalty: 919.241943
	Iteration 36Q: 3 clusters Score -1516135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1516143.000000 Penalty: 919.241943
	Iteration 37Q: 3 clusters Score -1516143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1516145.750000 Penalty: 919.241943
	Iteration 38Q: 3 clusters Score -1516146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1516153.250000 Penalty: 919.241943
	Iteration 39Q: 3 clusters Score -1516153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1516159.625000 Penalty: 919.241943
	Iteration 40F: 3 clusters Score -1516160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1516165.125000 Penalty: 919.241943
	Iteration 41Q: 3 clusters Score -1516165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1516164.875000 Penalty: 919.241943
	Iteration 42Q: 3 clusters Score -1516165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1516166.750000 Penalty: 919.241943
	Iteration 43Q: 3 clusters Score -1516167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1516166.750000 Penalty: 919.241943
	Iteration 44Q: 3 clusters Score -1516167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1516167.750000 Penalty: 919.241943
	Iteration 45Q: 3 clusters Score -1516168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1516169.500000 Penalty: 919.241943
	Iteration 46Q: 3 clusters Score -1516170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1516173.125000 Penalty: 919.241943
	Iteration 47Q: 3 clusters Score -1516173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1516177.750000 Penalty: 919.241943
	Iteration 48Q: 3 clusters Score -1516178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1516177.375000 Penalty: 919.241943
	Iteration 49Q: 3 clusters Score -1516177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1516179.125000 Penalty: 919.241943
	Iteration 50Q: 3 clusters Score -1516179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1516180.875000 Penalty: 919.241943
	Iteration 51Q: 3 clusters Score -1516181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1516182.875000 Penalty: 919.241943
	Iteration 52Q: 3 clusters Score -1516183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1516186.500000 Penalty: 919.241943
	Iteration 53Q: 3 clusters Score -1516186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1516187.375000 Penalty: 919.241943
	Iteration 54Q: 3 clusters Score -1516187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1516188.875000 Penalty: 919.241943
	Iteration 55Q: 3 clusters Score -1516189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1516189.125000 Penalty: 919.241943
	Iteration 56Q: 3 clusters Score -1516189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1516190.250000 Penalty: 919.241943
	Iteration 57Q: 3 clusters Score -1516190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1516191.375000 Penalty: 919.241943
	Iteration 58Q: 3 clusters Score -1516191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1516192.750000 Penalty: 919.241943
	Iteration 59Q: 3 clusters Score -1516193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1516192.750000 Penalty: 919.241943
	Iteration 60F: 3 clusters Score -1516193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -169443.093750 Penalty: 361.795959
	Iteration 0F: 2 clusters Score -169443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -167430.437500 Penalty: 723.591919
	Iteration 0F: 3 clusters Score -167430.4 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -168170.921875 Penalty: 723.591919
	Iteration 1F: 3 clusters Score -168170.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -168257.906250 Penalty: 723.591919
	Iteration 2F: 3 clusters Score -168257.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -168318.515625 Penalty: 723.591919
	Iteration 3Q: 3 clusters Score -168318.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -168371.265625 Penalty: 723.591919
	Iteration 4Q: 3 clusters Score -168371.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -168407.046875 Penalty: 723.591919
	Iteration 5Q: 3 clusters Score -168407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -168443.000000 Penalty: 723.591919
	Iteration 6Q: 3 clusters Score -168443 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -168498.703125 Penalty: 723.591919
	Iteration 7Q: 3 clusters Score -168498.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -168546.062500 Penalty: 723.591919
	Iteration 8Q: 3 clusters Score -168546.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -168580.890625 Penalty: 723.591919
	Iteration 9Q: 3 clusters Score -168580.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -168609.171875 Penalty: 723.591919
	Iteration 10Q: 3 clusters Score -168609.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -168642.593750 Penalty: 723.591919
	Iteration 11Q: 3 clusters Score -168642.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -168673.031250 Penalty: 723.591919
	Iteration 12Q: 3 clusters Score -168673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -168698.734375 Penalty: 723.591919
	Iteration 13Q: 3 clusters Score -168698.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -168720.312500 Penalty: 723.591919
	Iteration 14Q: 3 clusters Score -168720.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -168737.718750 Penalty: 723.591919
	Iteration 15Q: 3 clusters Score -168737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -168762.390625 Penalty: 723.591919
	Iteration 16Q: 3 clusters Score -168762.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -168791.296875 Penalty: 723.591919
	Iteration 17Q: 3 clusters Score -168791.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -168812.109375 Penalty: 723.591919
	Iteration 18Q: 3 clusters Score -168812.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -168826.562500 Penalty: 723.591919
	Iteration 19Q: 3 clusters Score -168826.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -168838.000000 Penalty: 723.591919
	Iteration 20F: 3 clusters Score -168838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -168846.015625 Penalty: 723.591919
	Iteration 21Q: 3 clusters Score -168846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -168852.578125 Penalty: 723.591919
	Iteration 22Q: 3 clusters Score -168852.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -168863.015625 Penalty: 723.591919
	Iteration 23Q: 3 clusters Score -168863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -168878.328125 Penalty: 723.591919
	Iteration 24Q: 3 clusters Score -168878.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -168893.656250 Penalty: 723.591919
	Iteration 25Q: 3 clusters Score -168893.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -168905.890625 Penalty: 723.591919
	Iteration 26Q: 3 clusters Score -168905.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -168920.390625 Penalty: 723.591919
	Iteration 27Q: 3 clusters Score -168920.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -168933.203125 Penalty: 723.591919
	Iteration 28Q: 3 clusters Score -168933.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -168953.875000 Penalty: 723.591919
	Iteration 29Q: 3 clusters Score -168953.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -168977.234375 Penalty: 723.591919
	Iteration 30Q: 3 clusters Score -168977.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -168998.421875 Penalty: 723.591919
	Iteration 31Q: 3 clusters Score -168998.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -169017.609375 Penalty: 723.591919
	Iteration 32Q: 3 clusters Score -169017.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -169032.375000 Penalty: 723.591919
	Iteration 33Q: 3 clusters Score -169032.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -169045.281250 Penalty: 723.591919
	Iteration 34Q: 3 clusters Score -169045.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -169055.484375 Penalty: 723.591919
	Iteration 35Q: 3 clusters Score -169055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -169061.546875 Penalty: 723.591919
	Iteration 36Q: 3 clusters Score -169061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -169066.062500 Penalty: 723.591919
	Iteration 37Q: 3 clusters Score -169066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -169069.796875 Penalty: 723.591919
	Iteration 38Q: 3 clusters Score -169069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -169073.953125 Penalty: 723.591919
	Iteration 39Q: 3 clusters Score -169074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -169079.421875 Penalty: 723.591919
	Iteration 40F: 3 clusters Score -169079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -169087.109375 Penalty: 723.591919
	Iteration 41Q: 3 clusters Score -169087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -169095.593750 Penalty: 723.591919
	Iteration 42Q: 3 clusters Score -169095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -169100.156250 Penalty: 723.591919
	Iteration 43Q: 3 clusters Score -169100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -169104.000000 Penalty: 723.591919
	Iteration 44Q: 3 clusters Score -169104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -169113.312500 Penalty: 723.591919
	Iteration 45Q: 3 clusters Score -169113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -169118.671875 Penalty: 723.591919
	Iteration 46Q: 3 clusters Score -169118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -169121.140625 Penalty: 723.591919
	Iteration 47Q: 3 clusters Score -169121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -169122.968750 Penalty: 723.591919
	Iteration 48Q: 3 clusters Score -169123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -169123.515625 Penalty: 723.591919
	Iteration 49Q: 3 clusters Score -169123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -169123.515625 Penalty: 723.591919
	Iteration 50F: 3 clusters Score -169123.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -57454.304688 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57454.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57796.375000 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57796.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57905.074219 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57905.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57992.449219 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57992.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58063.363281 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -58063.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58127.949219 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -58127.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58201.308594 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58201.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58244.296875 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58262.906250 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58262.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58277.960938 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58277.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58286.820312 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58286.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58289.347656 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58289.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58289.699219 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58289.699219 Penalty: 623.554077
	Iteration 13F: 3 clusters Score -58289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 187 members 
Entering Unmasked Estep 
Score: -58209612.000000 Penalty: 54754.117188
Splitting cluster 26 changes total score from -58209908.000000 to -58209612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15579.791016 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15579.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15697.439453 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15697.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15721.715820 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15721.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15734.291016 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15734.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15737.086914 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15737.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15739.162109 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15739.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15739.162109 Penalty: 504.611145
	Iteration 6F: 3 clusters Score -15739.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6648.302246 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6648.302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6729.044922 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6729.045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6745.004395 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6745.004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6752.049316 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -6752.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6753.075195 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6753.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6756.441406 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6756.441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6760.080566 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6760.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6760.080566 Penalty: 505.671356
	Iteration 7F: 3 clusters Score -6760.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -38071.808594 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -38071.81 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 322 members 
Entering Unmasked Estep 
Score: -37466.867188 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -37466.87 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37585.519531 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -37585.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37609.292969 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -37609.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37632.167969 Penalty: 590.655823
	Iteration 3F: 3 clusters Score -37632.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37651.750000 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -37651.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37656.871094 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -37656.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37659.890625 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -37659.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37664.847656 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -37664.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37671.128906 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -37671.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37676.460938 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -37676.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37680.750000 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -37680.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37683.109375 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -37683.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37686.605469 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -37686.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37688.625000 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -37688.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37689.636719 Penalty: 590.655823
	Iteration 14Q: 3 clusters Score -37689.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37692.039062 Penalty: 590.655823
	Iteration 15Q: 3 clusters Score -37692.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37694.527344 Penalty: 590.655823
	Iteration 16Q: 3 clusters Score -37694.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37695.683594 Penalty: 590.655823
	Iteration 17Q: 3 clusters Score -37695.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37696.953125 Penalty: 590.655823
	Iteration 18Q: 3 clusters Score -37696.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37697.324219 Penalty: 590.655823
	Iteration 19Q: 3 clusters Score -37697.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37697.386719 Penalty: 590.655823
	Iteration 20F: 3 clusters Score -37697.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (139770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Entering Unmasked Estep 
Score: -8382699.500000 Penalty: 539.072815
	Iteration 0F: 2 clusters Score -8382700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -8292530.000000 Penalty: 1078.145630
	Iteration 0F: 3 clusters Score -8292530 nChanged 68590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -8334341.500000 Penalty: 1078.145630
	Iteration 1F: 3 clusters Score -8334342 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -8335686.500000 Penalty: 1078.145630
	Iteration 2Q: 3 clusters Score -8335686 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -8337297.500000 Penalty: 1078.145630
	Iteration 3Q: 3 clusters Score -8337298 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -8339708.000000 Penalty: 1078.145630
	Iteration 4Q: 3 clusters Score -8339708 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -8343528.000000 Penalty: 1078.145630
	Iteration 5Q: 3 clusters Score -8343528 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -8349322.000000 Penalty: 1078.145630
	Iteration 6F: 3 clusters Score -8349322 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -8356117.000000 Penalty: 1078.145630
	Iteration 7F: 3 clusters Score -8356117 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -8360407.000000 Penalty: 1078.145630
	Iteration 8F: 3 clusters Score -8360407 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 75060 members 
Entering Unmasked Estep 
Score: -8361688.500000 Penalty: 1078.145630
	Iteration 9Q: 3 clusters Score -8361688 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -8361994.500000 Penalty: 1078.145630
	Iteration 10Q: 3 clusters Score -8361994 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -8362155.000000 Penalty: 1078.145630
	Iteration 11Q: 3 clusters Score -8362155 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -8362246.000000 Penalty: 1078.145630
	Iteration 12Q: 3 clusters Score -8362246 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -8362295.500000 Penalty: 1078.145630
	Iteration 13Q: 3 clusters Score -8362296 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -8362388.000000 Penalty: 1078.145630
	Iteration 14Q: 3 clusters Score -8362388 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -8362487.500000 Penalty: 1078.145630
	Iteration 15Q: 3 clusters Score -8362488 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -8362581.000000 Penalty: 1078.145630
	Iteration 16Q: 3 clusters Score -8362581 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -8362699.500000 Penalty: 1078.145630
	Iteration 17Q: 3 clusters Score -8362700 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -8362887.000000 Penalty: 1078.145630
	Iteration 18Q: 3 clusters Score -8362887 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -8363095.500000 Penalty: 1078.145630
	Iteration 19Q: 3 clusters Score -8363096 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -8363344.500000 Penalty: 1078.145630
	Iteration 20F: 3 clusters Score -8363344 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -8363631.500000 Penalty: 1078.145630
	Iteration 21Q: 3 clusters Score -8363632 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -8363896.500000 Penalty: 1078.145630
	Iteration 22Q: 3 clusters Score -8363896 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -8364211.000000 Penalty: 1078.145630
	Iteration 23Q: 3 clusters Score -8364211 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -8364594.500000 Penalty: 1078.145630
	Iteration 24Q: 3 clusters Score -8364594 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -8365003.000000 Penalty: 1078.145630
	Iteration 25Q: 3 clusters Score -8365003 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -8365465.500000 Penalty: 1078.145630
	Iteration 26Q: 3 clusters Score -8365466 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -8365951.000000 Penalty: 1078.145630
	Iteration 27Q: 3 clusters Score -8365951 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -8366436.500000 Penalty: 1078.145630
	Iteration 28Q: 3 clusters Score -8366436 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -8367047.000000 Penalty: 1078.145630
	Iteration 29Q: 3 clusters Score -8367047 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -8367629.000000 Penalty: 1078.145630
	Iteration 30Q: 3 clusters Score -8367629 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -8368290.000000 Penalty: 1078.145630
	Iteration 31Q: 3 clusters Score -8368290 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -8369170.000000 Penalty: 1078.145630
	Iteration 32Q: 3 clusters Score -8369170 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 112192 members 
Entering Unmasked Estep 
Score: -8370055.000000 Penalty: 1078.145630
	Iteration 33Q: 3 clusters Score -8370055 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -8370947.500000 Penalty: 1078.145630
	Iteration 34Q: 3 clusters Score -8370948 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -8371951.000000 Penalty: 1078.145630
	Iteration 35Q: 3 clusters Score -8371951 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -8373007.500000 Penalty: 1078.145630
	Iteration 36Q: 3 clusters Score -8373008 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -8373874.000000 Penalty: 1078.145630
	Iteration 37Q: 3 clusters Score -8373874 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -8374924.000000 Penalty: 1078.145630
	Iteration 38Q: 3 clusters Score -8374924 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -8375780.000000 Penalty: 1078.145630
	Iteration 39Q: 3 clusters Score -8375780 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -8376819.000000 Penalty: 1078.145630
	Iteration 40F: 3 clusters Score -8376819 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -8377766.000000 Penalty: 1078.145630
	Iteration 41Q: 3 clusters Score -8377766 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -8378674.500000 Penalty: 1078.145630
	Iteration 42Q: 3 clusters Score -8378674 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 132694 members 
Entering Unmasked Estep 
Score: -8379354.500000 Penalty: 1078.145630
	Iteration 43Q: 3 clusters Score -8379354 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -8380002.500000 Penalty: 1078.145630
	Iteration 44Q: 3 clusters Score -8380002 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -8380426.000000 Penalty: 1078.145630
	Iteration 45Q: 3 clusters Score -8380426 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -8380803.500000 Penalty: 1078.145630
	Iteration 46Q: 3 clusters Score -8380804 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -8381102.500000 Penalty: 1078.145630
	Iteration 47Q: 3 clusters Score -8381102 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
Score: -8381298.500000 Penalty: 1078.145630
	Iteration 48Q: 3 clusters Score -8381298 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -8381440.000000 Penalty: 1078.145630
	Iteration 49Q: 3 clusters Score -8381440 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -8381590.500000 Penalty: 1078.145630
	Iteration 50Q: 3 clusters Score -8381590 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -8381669.000000 Penalty: 1078.145630
	Iteration 51Q: 3 clusters Score -8381669 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -8381770.000000 Penalty: 1078.145630
	Iteration 52Q: 3 clusters Score -8381770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 138148 members 
Entering Unmasked Estep 
Score: -8381828.000000 Penalty: 1078.145630
	Iteration 53Q: 3 clusters Score -8381828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -8381858.000000 Penalty: 1078.145630
	Iteration 54Q: 3 clusters Score -8381858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -8381909.000000 Penalty: 1078.145630
	Iteration 55Q: 3 clusters Score -8381909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -8381958.000000 Penalty: 1078.145630
	Iteration 56Q: 3 clusters Score -8381958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -8382011.500000 Penalty: 1078.145630
	Iteration 57Q: 3 clusters Score -8382012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 138668 members 
Entering Unmasked Estep 
Score: -8382031.500000 Penalty: 1078.145630
	Iteration 58Q: 3 clusters Score -8382032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 138730 members 
Entering Unmasked Estep 
Score: -8382052.500000 Penalty: 1078.145630
	Iteration 59Q: 3 clusters Score -8382052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -8382067.500000 Penalty: 1078.145630
	Iteration 60F: 3 clusters Score -8382068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -8382073.000000 Penalty: 1078.145630
	Iteration 61Q: 3 clusters Score -8382073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -8382093.000000 Penalty: 1078.145630
	Iteration 62Q: 3 clusters Score -8382093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 138889 members 
Entering Unmasked Estep 
Score: -8382106.000000 Penalty: 1078.145630
	Iteration 63Q: 3 clusters Score -8382106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -8382129.500000 Penalty: 1078.145630
	Iteration 64Q: 3 clusters Score -8382130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 138948 members 
Entering Unmasked Estep 
Score: -8382143.000000 Penalty: 1078.145630
	Iteration 65Q: 3 clusters Score -8382143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -8382148.500000 Penalty: 1078.145630
	Iteration 66Q: 3 clusters Score -8382148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -8382166.000000 Penalty: 1078.145630
	Iteration 67Q: 3 clusters Score -8382166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -8382176.000000 Penalty: 1078.145630
	Iteration 68Q: 3 clusters Score -8382176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -8382181.000000 Penalty: 1078.145630
	Iteration 69Q: 3 clusters Score -8382181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -8382190.000000 Penalty: 1078.145630
	Iteration 70Q: 3 clusters Score -8382190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -8382206.000000 Penalty: 1078.145630
	Iteration 71Q: 3 clusters Score -8382206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -8382209.500000 Penalty: 1078.145630
	Iteration 72Q: 3 clusters Score -8382210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 139084 members 
Entering Unmasked Estep 
Score: -8382207.500000 Penalty: 1078.145630
	Iteration 73Q: 3 clusters Score -8382208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -8382214.000000 Penalty: 1078.145630
	Iteration 74Q: 3 clusters Score -8382214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 139108 members 
Entering Unmasked Estep 
Score: -8382224.500000 Penalty: 1078.145630
	Iteration 75Q: 3 clusters Score -8382224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -8382230.500000 Penalty: 1078.145630
	Iteration 76Q: 3 clusters Score -8382230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -8382238.000000 Penalty: 1078.145630
	Iteration 77Q: 3 clusters Score -8382238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -8382237.000000 Penalty: 1078.145630
	Iteration 78Q: 3 clusters Score -8382237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 139153 members 
Entering Unmasked Estep 
Score: -8382248.500000 Penalty: 1078.145630
	Iteration 79Q: 3 clusters Score -8382248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -8382243.000000 Penalty: 1078.145630
	Iteration 80F: 3 clusters Score -8382243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -8382247.000000 Penalty: 1078.145630
	Iteration 81Q: 3 clusters Score -8382247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -8382246.500000 Penalty: 1078.145630
	Iteration 82Q: 3 clusters Score -8382246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -8382248.500000 Penalty: 1078.145630
	Iteration 83Q: 3 clusters Score -8382248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -8382248.000000 Penalty: 1078.145630
	Iteration 84Q: 3 clusters Score -8382248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -8382250.500000 Penalty: 1078.145630
	Iteration 85Q: 3 clusters Score -8382250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -8382257.000000 Penalty: 1078.145630
	Iteration 86Q: 3 clusters Score -8382257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -8382261.000000 Penalty: 1078.145630
	Iteration 87Q: 3 clusters Score -8382261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -8382260.500000 Penalty: 1078.145630
	Iteration 88Q: 3 clusters Score -8382260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 139189 members 
Entering Unmasked Estep 
Score: -8382267.500000 Penalty: 1078.145630
	Iteration 89Q: 3 clusters Score -8382268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -8382275.500000 Penalty: 1078.145630
	Iteration 90Q: 3 clusters Score -8382276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -8382277.000000 Penalty: 1078.145630
	Iteration 91Q: 3 clusters Score -8382277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -8382275.500000 Penalty: 1078.145630
	Iteration 92Q: 3 clusters Score -8382276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 139205 members 
Entering Unmasked Estep 
Score: -8382273.000000 Penalty: 1078.145630
	Iteration 93Q: 3 clusters Score -8382273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -8382267.000000 Penalty: 1078.145630
	Iteration 94Q: 3 clusters Score -8382267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -8382269.000000 Penalty: 1078.145630
	Iteration 95Q: 3 clusters Score -8382269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -8382275.000000 Penalty: 1078.145630
	Iteration 96Q: 3 clusters Score -8382275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -8382276.000000 Penalty: 1078.145630
	Iteration 97Q: 3 clusters Score -8382276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -8382274.500000 Penalty: 1078.145630
	Iteration 98Q: 3 clusters Score -8382274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 139209 members 
Entering Unmasked Estep 
Score: -8382272.500000 Penalty: 1078.145630
	Iteration 99Q: 3 clusters Score -8382272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -8382273.500000 Penalty: 1078.145630
	Iteration 100F: 3 clusters Score -8382274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -8382270.500000 Penalty: 1078.145630
	Iteration 101Q: 3 clusters Score -8382270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -8382273.000000 Penalty: 1078.145630
	Iteration 102Q: 3 clusters Score -8382273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
Score: -8382273.000000 Penalty: 1078.145630
	Iteration 103Q: 3 clusters Score -8382273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -8382273.500000 Penalty: 1078.145630
	Iteration 104Q: 3 clusters Score -8382274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -8382276.500000 Penalty: 1078.145630
	Iteration 105Q: 3 clusters Score -8382276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -8382275.000000 Penalty: 1078.145630
	Iteration 106Q: 3 clusters Score -8382275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -8382274.000000 Penalty: 1078.145630
	Iteration 107Q: 3 clusters Score -8382274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -8382275.000000 Penalty: 1078.145630
	Iteration 108Q: 3 clusters Score -8382275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -8382275.000000 Penalty: 1078.145630
	Iteration 109F: 3 clusters Score -8382275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21442.904297 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21442.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21621.382812 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21621.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21676.873047 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21676.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21701.996094 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -21702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21709.085938 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -21709.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21712.544922 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21712.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21718.630859 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21718.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21719.548828 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21719.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21720.019531 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21720.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21720.392578 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21720.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21720.392578 Penalty: 540.315796
	Iteration 10F: 3 clusters Score -21720.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -245497.468750 Penalty: 376.898987
	Iteration 0F: 2 clusters Score -245497.5 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 2005 members 
Entering Unmasked Estep 
Score: -242793.984375 Penalty: 753.797974
	Iteration 0F: 3 clusters Score -242794 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -243828.859375 Penalty: 753.797974
	Iteration 1F: 3 clusters Score -243828.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -243970.656250 Penalty: 753.797974
	Iteration 2F: 3 clusters Score -243970.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -244146.187500 Penalty: 753.797974
	Iteration 3F: 3 clusters Score -244146.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -244317.796875 Penalty: 753.797974
	Iteration 4F: 3 clusters Score -244317.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -244514.500000 Penalty: 753.797974
	Iteration 5F: 3 clusters Score -244514.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -244697.031250 Penalty: 753.797974
	Iteration 6F: 3 clusters Score -244697 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -244873.734375 Penalty: 753.797974
	Iteration 7Q: 3 clusters Score -244873.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -244988.031250 Penalty: 753.797974
	Iteration 8Q: 3 clusters Score -244988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -245055.890625 Penalty: 753.797974
	Iteration 9Q: 3 clusters Score -245055.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -245093.078125 Penalty: 753.797974
	Iteration 10Q: 3 clusters Score -245093.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -245117.765625 Penalty: 753.797974
	Iteration 11Q: 3 clusters Score -245117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -245135.296875 Penalty: 753.797974
	Iteration 12Q: 3 clusters Score -245135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -245144.281250 Penalty: 753.797974
	Iteration 13Q: 3 clusters Score -245144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -245148.859375 Penalty: 753.797974
	Iteration 14Q: 3 clusters Score -245148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -245152.031250 Penalty: 753.797974
	Iteration 15Q: 3 clusters Score -245152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -245154.984375 Penalty: 753.797974
	Iteration 16Q: 3 clusters Score -245155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -245157.890625 Penalty: 753.797974
	Iteration 17Q: 3 clusters Score -245157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -245165.109375 Penalty: 753.797974
	Iteration 18Q: 3 clusters Score -245165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -245170.890625 Penalty: 753.797974
	Iteration 19Q: 3 clusters Score -245170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -245172.750000 Penalty: 753.797974
	Iteration 20F: 3 clusters Score -245172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -245174.078125 Penalty: 753.797974
	Iteration 21Q: 3 clusters Score -245174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -245175.937500 Penalty: 753.797974
	Iteration 22Q: 3 clusters Score -245175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -245176.984375 Penalty: 753.797974
	Iteration 23Q: 3 clusters Score -245177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -245177.578125 Penalty: 753.797974
	Iteration 24Q: 3 clusters Score -245177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -245177.578125 Penalty: 753.797974
	Iteration 25F: 3 clusters Score -245177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11594.074219 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11594.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11291.841797 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11291.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11389.313477 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11389.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11463.662109 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11463.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11534.447266 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11534.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11557.420898 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -11557.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11567.656250 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11567.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11581.061523 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11581.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11585.784180 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11585.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11585.784180 Penalty: 488.303802
	Iteration 8F: 3 clusters Score -11585.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9618.981445 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9618.981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9719.494141 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9719.494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9780.491211 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9780.491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9834.918945 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9834.919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9864.456055 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9864.456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9885.602539 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9885.603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9897.340820 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9897.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9897.340820 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -9897.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19751.546875 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19751.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19861.404297 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19861.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19912.207031 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19912.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19942.841797 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -19942.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19964.345703 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19964.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19980.333984 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19980.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19995.804688 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20010.519531 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -20010.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20020.451172 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -20020.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20024.720703 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -20024.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20033.912109 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -20033.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20039.904297 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -20039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20041.128906 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -20041.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20042.855469 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -20042.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20042.855469 Penalty: 524.060059
	Iteration 14F: 3 clusters Score -20042.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16150.464844 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16150.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16232.958984 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16232.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16255.302734 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16269.841797 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16269.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16289.029297 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16289.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16308.383789 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16308.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16338.194336 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16338.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16352.745117 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16352.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16358.727539 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16358.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16359.640625 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16359.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16359.640625 Penalty: 510.461945
	Iteration 10F: 3 clusters Score -16359.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12255.367188 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12255.37 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 118 members 
Entering Unmasked Estep 
Score: -11939.227539 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11939.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12031.885742 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12031.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12065.024414 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12065.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12084.068359 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -12084.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12091.811523 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12091.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12094.127930 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12094.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12095.523438 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12095.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12095.523438 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -12095.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -54650.125000 Penalty: 309.911621
	Iteration 0F: 2 clusters Score -54650.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53885.183594 Penalty: 619.823242
	Iteration 0F: 3 clusters Score -53885.18 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54103.527344 Penalty: 619.823242
	Iteration 1F: 3 clusters Score -54103.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54152.925781 Penalty: 619.823242
	Iteration 2F: 3 clusters Score -54152.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54193.582031 Penalty: 619.823242
	Iteration 3F: 3 clusters Score -54193.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54217.355469 Penalty: 619.823242
	Iteration 4Q: 3 clusters Score -54217.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54243.265625 Penalty: 619.823242
	Iteration 5Q: 3 clusters Score -54243.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54260.476562 Penalty: 619.823242
	Iteration 6Q: 3 clusters Score -54260.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54277.828125 Penalty: 619.823242
	Iteration 7Q: 3 clusters Score -54277.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54290.480469 Penalty: 619.823242
	Iteration 8Q: 3 clusters Score -54290.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54301.664062 Penalty: 619.823242
	Iteration 9Q: 3 clusters Score -54301.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54307.152344 Penalty: 619.823242
	Iteration 10Q: 3 clusters Score -54307.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54309.699219 Penalty: 619.823242
	Iteration 11Q: 3 clusters Score -54309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54311.082031 Penalty: 619.823242
	Iteration 12Q: 3 clusters Score -54311.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54312.816406 Penalty: 619.823242
	Iteration 13Q: 3 clusters Score -54312.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54314.722656 Penalty: 619.823242
	Iteration 14Q: 3 clusters Score -54314.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54316.101562 Penalty: 619.823242
	Iteration 15Q: 3 clusters Score -54316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54317.664062 Penalty: 619.823242
	Iteration 16Q: 3 clusters Score -54317.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54317.664062 Penalty: 619.823242
	Iteration 17F: 3 clusters Score -54317.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Entering Unmasked Estep 
Score: -2333946.750000 Penalty: 479.541626
	Iteration 0F: 2 clusters Score -2333947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2308485.000000 Penalty: 959.083252
	Iteration 0F: 3 clusters Score -2308485 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2319203.000000 Penalty: 959.083252
	Iteration 1F: 3 clusters Score -2319203 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2319513.250000 Penalty: 959.083252
	Iteration 2Q: 3 clusters Score -2319513 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2319886.500000 Penalty: 959.083252
	Iteration 3Q: 3 clusters Score -2319886 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2320428.000000 Penalty: 959.083252
	Iteration 4Q: 3 clusters Score -2320428 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2321218.500000 Penalty: 959.083252
	Iteration 5Q: 3 clusters Score -2321218 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2322488.500000 Penalty: 959.083252
	Iteration 6F: 3 clusters Score -2322488 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2324288.750000 Penalty: 959.083252
	Iteration 7F: 3 clusters Score -2324289 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2325784.750000 Penalty: 959.083252
	Iteration 8F: 3 clusters Score -2325785 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2326425.500000 Penalty: 959.083252
	Iteration 9Q: 3 clusters Score -2326426 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2326645.250000 Penalty: 959.083252
	Iteration 10Q: 3 clusters Score -2326645 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2326828.750000 Penalty: 959.083252
	Iteration 11Q: 3 clusters Score -2326829 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2327051.500000 Penalty: 959.083252
	Iteration 12Q: 3 clusters Score -2327052 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2327345.750000 Penalty: 959.083252
	Iteration 13Q: 3 clusters Score -2327346 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2327807.250000 Penalty: 959.083252
	Iteration 14Q: 3 clusters Score -2327807 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2328516.000000 Penalty: 959.083252
	Iteration 15Q: 3 clusters Score -2328516 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2329397.250000 Penalty: 959.083252
	Iteration 16Q: 3 clusters Score -2329397 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2330408.000000 Penalty: 959.083252
	Iteration 17Q: 3 clusters Score -2330408 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2331403.500000 Penalty: 959.083252
	Iteration 18Q: 3 clusters Score -2331404 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2332163.250000 Penalty: 959.083252
	Iteration 19Q: 3 clusters Score -2332163 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2332674.500000 Penalty: 959.083252
	Iteration 20F: 3 clusters Score -2332674 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2332970.750000 Penalty: 959.083252
	Iteration 21Q: 3 clusters Score -2332971 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2333143.000000 Penalty: 959.083252
	Iteration 22Q: 3 clusters Score -2333143 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2333234.000000 Penalty: 959.083252
	Iteration 23Q: 3 clusters Score -2333234 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2333289.500000 Penalty: 959.083252
	Iteration 24Q: 3 clusters Score -2333290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2333311.250000 Penalty: 959.083252
	Iteration 25Q: 3 clusters Score -2333311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2333317.750000 Penalty: 959.083252
	Iteration 26Q: 3 clusters Score -2333318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2333338.500000 Penalty: 959.083252
	Iteration 27Q: 3 clusters Score -2333338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2333337.750000 Penalty: 959.083252
	Iteration 28Q: 3 clusters Score -2333338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2333338.250000 Penalty: 959.083252
	Iteration 29Q: 3 clusters Score -2333338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2333337.250000 Penalty: 959.083252
	Iteration 30Q: 3 clusters Score -2333337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2333346.000000 Penalty: 959.083252
	Iteration 31Q: 3 clusters Score -2333346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2333348.500000 Penalty: 959.083252
	Iteration 32Q: 3 clusters Score -2333348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2333348.500000 Penalty: 959.083252
	Iteration 33Q: 3 clusters Score -2333348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2333346.250000 Penalty: 959.083252
	Iteration 34Q: 3 clusters Score -2333346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2333349.750000 Penalty: 959.083252
	Iteration 35Q: 3 clusters Score -2333350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2333351.250000 Penalty: 959.083252
	Iteration 36Q: 3 clusters Score -2333351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2333350.250000 Penalty: 959.083252
	Iteration 37Q: 3 clusters Score -2333350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2333350.250000 Penalty: 959.083252
	Iteration 38F: 3 clusters Score -2333350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -29230.365234 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -29230.37 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 259 members 
Entering Unmasked Estep 
Score: -28764.119141 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -28764.12 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28951.761719 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -28951.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28994.349609 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -28994.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29013.386719 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -29013.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29028.779297 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -29028.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29035.445312 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -29035.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29042.222656 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -29042.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29046.052734 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -29046.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29049.419922 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -29049.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29050.562500 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -29050.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29051.992188 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -29051.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29052.656250 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -29052.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29054.572266 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -29054.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29055.214844 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -29055.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29055.355469 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -29055.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29055.355469 Penalty: 563.690918
	Iteration 15F: 3 clusters Score -29055.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9724.152344 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9724.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9463.716797 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9463.717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9586.108398 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9586.108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9603.883789 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9603.884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9610.006836 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9610.007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9622.799805 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9636.551758 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9636.552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9660.638672 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9660.639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9674.825195 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9674.825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9685.680664 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9685.681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9687.935547 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -9687.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9687.935547 Penalty: 492.865143
	Iteration 10F: 3 clusters Score -9687.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -83644.093750 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -83644.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82585.843750 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -82585.84 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82900.710938 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -82900.71 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82941.851562 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -82941.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82981.421875 Penalty: 658.637817
	Iteration 3Q: 3 clusters Score -82981.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83041.945312 Penalty: 658.637817
	Iteration 4F: 3 clusters Score -83041.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83103.789062 Penalty: 658.637817
	Iteration 5F: 3 clusters Score -83103.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83179.703125 Penalty: 658.637817
	Iteration 6F: 3 clusters Score -83179.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83251.914062 Penalty: 658.637817
	Iteration 7F: 3 clusters Score -83251.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -83326.710938 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -83326.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83358.984375 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -83358.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83379.523438 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -83379.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -83386.937500 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -83386.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -83395.804688 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -83395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -83410.976562 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -83410.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -83421.601562 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -83421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83427.710938 Penalty: 658.637817
	Iteration 15Q: 3 clusters Score -83427.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83435.843750 Penalty: 658.637817
	Iteration 16Q: 3 clusters Score -83435.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83441.132812 Penalty: 658.637817
	Iteration 17Q: 3 clusters Score -83441.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -83444.187500 Penalty: 658.637817
	Iteration 18Q: 3 clusters Score -83444.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -83446.859375 Penalty: 658.637817
	Iteration 19Q: 3 clusters Score -83446.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -83449.703125 Penalty: 658.637817
	Iteration 20F: 3 clusters Score -83449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -83452.906250 Penalty: 658.637817
	Iteration 21Q: 3 clusters Score -83452.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -83456.343750 Penalty: 658.637817
	Iteration 22Q: 3 clusters Score -83456.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83463.281250 Penalty: 658.637817
	Iteration 23Q: 3 clusters Score -83463.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83464.687500 Penalty: 658.637817
	Iteration 24Q: 3 clusters Score -83464.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -83465.554688 Penalty: 658.637817
	Iteration 25Q: 3 clusters Score -83465.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -83466.320312 Penalty: 658.637817
	Iteration 26Q: 3 clusters Score -83466.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83467.476562 Penalty: 658.637817
	Iteration 27Q: 3 clusters Score -83467.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83467.476562 Penalty: 658.637817
	Iteration 28F: 3 clusters Score -83467.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Entering Unmasked Estep 
Score: -1072104.000000 Penalty: 445.634979
	Iteration 0F: 2 clusters Score -1072104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1060112.625000 Penalty: 891.269958
	Iteration 0F: 3 clusters Score -1060113 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1065285.000000 Penalty: 891.269958
	Iteration 1F: 3 clusters Score -1065285 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1065768.875000 Penalty: 891.269958
	Iteration 2F: 3 clusters Score -1065769 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1066465.000000 Penalty: 891.269958
	Iteration 3F: 3 clusters Score -1066465 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1067500.875000 Penalty: 891.269958
	Iteration 4F: 3 clusters Score -1067501 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1068773.000000 Penalty: 891.269958
	Iteration 5F: 3 clusters Score -1068773 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1070039.625000 Penalty: 891.269958
	Iteration 6F: 3 clusters Score -1070040 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1070778.000000 Penalty: 891.269958
	Iteration 7Q: 3 clusters Score -1070778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1071017.375000 Penalty: 891.269958
	Iteration 8Q: 3 clusters Score -1071017 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1071106.625000 Penalty: 891.269958
	Iteration 9Q: 3 clusters Score -1071107 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1071155.500000 Penalty: 891.269958
	Iteration 10Q: 3 clusters Score -1071156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1071183.625000 Penalty: 891.269958
	Iteration 11Q: 3 clusters Score -1071184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1071206.000000 Penalty: 891.269958
	Iteration 12Q: 3 clusters Score -1071206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1071224.500000 Penalty: 891.269958
	Iteration 13Q: 3 clusters Score -1071224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1071245.375000 Penalty: 891.269958
	Iteration 14Q: 3 clusters Score -1071245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1071273.750000 Penalty: 891.269958
	Iteration 15Q: 3 clusters Score -1071274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1071307.000000 Penalty: 891.269958
	Iteration 16Q: 3 clusters Score -1071307 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1071331.000000 Penalty: 891.269958
	Iteration 17Q: 3 clusters Score -1071331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1071363.625000 Penalty: 891.269958
	Iteration 18Q: 3 clusters Score -1071364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1071393.875000 Penalty: 891.269958
	Iteration 19Q: 3 clusters Score -1071394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1071432.000000 Penalty: 891.269958
	Iteration 20F: 3 clusters Score -1071432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1071457.625000 Penalty: 891.269958
	Iteration 21Q: 3 clusters Score -1071458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1071485.500000 Penalty: 891.269958
	Iteration 22Q: 3 clusters Score -1071486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1071518.875000 Penalty: 891.269958
	Iteration 23Q: 3 clusters Score -1071519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1071546.500000 Penalty: 891.269958
	Iteration 24Q: 3 clusters Score -1071546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1071586.500000 Penalty: 891.269958
	Iteration 25Q: 3 clusters Score -1071586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1071618.375000 Penalty: 891.269958
	Iteration 26Q: 3 clusters Score -1071618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1071652.625000 Penalty: 891.269958
	Iteration 27Q: 3 clusters Score -1071653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1071693.500000 Penalty: 891.269958
	Iteration 28Q: 3 clusters Score -1071694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1071720.375000 Penalty: 891.269958
	Iteration 29Q: 3 clusters Score -1071720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1071752.375000 Penalty: 891.269958
	Iteration 30Q: 3 clusters Score -1071752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1071772.875000 Penalty: 891.269958
	Iteration 31Q: 3 clusters Score -1071773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1071790.250000 Penalty: 891.269958
	Iteration 32Q: 3 clusters Score -1071790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1071802.500000 Penalty: 891.269958
	Iteration 33Q: 3 clusters Score -1071802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1071814.125000 Penalty: 891.269958
	Iteration 34Q: 3 clusters Score -1071814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1071820.250000 Penalty: 891.269958
	Iteration 35Q: 3 clusters Score -1071820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1071825.375000 Penalty: 891.269958
	Iteration 36Q: 3 clusters Score -1071825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1071831.250000 Penalty: 891.269958
	Iteration 37Q: 3 clusters Score -1071831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1071834.500000 Penalty: 891.269958
	Iteration 38Q: 3 clusters Score -1071834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1071833.250000 Penalty: 891.269958
	Iteration 39Q: 3 clusters Score -1071833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1071835.875000 Penalty: 891.269958
	Iteration 40F: 3 clusters Score -1071836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1071836.125000 Penalty: 891.269958
	Iteration 41Q: 3 clusters Score -1071836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1071837.500000 Penalty: 891.269958
	Iteration 42Q: 3 clusters Score -1071838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1071839.375000 Penalty: 891.269958
	Iteration 43Q: 3 clusters Score -1071839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1071841.000000 Penalty: 891.269958
	Iteration 44Q: 3 clusters Score -1071841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1071841.750000 Penalty: 891.269958
	Iteration 45Q: 3 clusters Score -1071842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1071840.875000 Penalty: 891.269958
	Iteration 46Q: 3 clusters Score -1071841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1071841.250000 Penalty: 891.269958
	Iteration 47Q: 3 clusters Score -1071841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1071841.500000 Penalty: 891.269958
	Iteration 48Q: 3 clusters Score -1071842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1071840.375000 Penalty: 891.269958
	Iteration 49Q: 3 clusters Score -1071840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1071840.500000 Penalty: 891.269958
	Iteration 50Q: 3 clusters Score -1071840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1071840.500000 Penalty: 891.269958
	Iteration 51F: 3 clusters Score -1071840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -117885.093750 Penalty: 344.548889
	Iteration 0F: 2 clusters Score -117885.1 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 946 members 
Entering Unmasked Estep 
Score: -116501.789062 Penalty: 689.097778
	Iteration 0F: 3 clusters Score -116501.8 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -116990.085938 Penalty: 689.097778
	Iteration 1F: 3 clusters Score -116990.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -117087.117188 Penalty: 689.097778
	Iteration 2F: 3 clusters Score -117087.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -117156.484375 Penalty: 689.097778
	Iteration 3F: 3 clusters Score -117156.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -117208.281250 Penalty: 689.097778
	Iteration 4F: 3 clusters Score -117208.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -117254.312500 Penalty: 689.097778
	Iteration 5Q: 3 clusters Score -117254.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -117294.804688 Penalty: 689.097778
	Iteration 6Q: 3 clusters Score -117294.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -117333.867188 Penalty: 689.097778
	Iteration 7Q: 3 clusters Score -117333.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -117363.453125 Penalty: 689.097778
	Iteration 8Q: 3 clusters Score -117363.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -117390.390625 Penalty: 689.097778
	Iteration 9Q: 3 clusters Score -117390.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -117418.476562 Penalty: 689.097778
	Iteration 10Q: 3 clusters Score -117418.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -117439.304688 Penalty: 689.097778
	Iteration 11Q: 3 clusters Score -117439.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -117458.250000 Penalty: 689.097778
	Iteration 12Q: 3 clusters Score -117458.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -117482.093750 Penalty: 689.097778
	Iteration 13Q: 3 clusters Score -117482.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -117499.171875 Penalty: 689.097778
	Iteration 14Q: 3 clusters Score -117499.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -117513.445312 Penalty: 689.097778
	Iteration 15Q: 3 clusters Score -117513.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -117524.898438 Penalty: 689.097778
	Iteration 16Q: 3 clusters Score -117524.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -117534.484375 Penalty: 689.097778
	Iteration 17Q: 3 clusters Score -117534.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -117540.695312 Penalty: 689.097778
	Iteration 18Q: 3 clusters Score -117540.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -117544.796875 Penalty: 689.097778
	Iteration 19Q: 3 clusters Score -117544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -117548.906250 Penalty: 689.097778
	Iteration 20F: 3 clusters Score -117548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -117551.562500 Penalty: 689.097778
	Iteration 21Q: 3 clusters Score -117551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -117553.546875 Penalty: 689.097778
	Iteration 22Q: 3 clusters Score -117553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -117554.796875 Penalty: 689.097778
	Iteration 23Q: 3 clusters Score -117554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -117556.406250 Penalty: 689.097778
	Iteration 24Q: 3 clusters Score -117556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -117557.960938 Penalty: 689.097778
	Iteration 25Q: 3 clusters Score -117558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -117560.320312 Penalty: 689.097778
	Iteration 26Q: 3 clusters Score -117560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -117561.835938 Penalty: 689.097778
	Iteration 27Q: 3 clusters Score -117561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -117564.335938 Penalty: 689.097778
	Iteration 28Q: 3 clusters Score -117564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117566.148438 Penalty: 689.097778
	Iteration 29Q: 3 clusters Score -117566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -117566.796875 Penalty: 689.097778
	Iteration 30Q: 3 clusters Score -117566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -117566.757812 Penalty: 689.097778
	Iteration 31Q: 3 clusters Score -117566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -117566.757812 Penalty: 689.097778
	Iteration 32F: 3 clusters Score -117566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 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 438 members 
Entering Unmasked Estep 
Score: -51857.589844 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51857.59 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52191.464844 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52191.46 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52346.406250 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52346.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52427.945312 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52427.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52479.703125 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -52479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52503.441406 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52503.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52513.710938 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52513.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52524.855469 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52524.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52535.656250 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52535.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52545.707031 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52545.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52556.445312 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52556.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52565.171875 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52565.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52571.003906 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52574.343750 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -52574.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52577.105469 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -52577.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52579.796875 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -52579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52581.320312 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -52581.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52584.925781 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -52584.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52588.859375 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -52588.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -52591.265625 Penalty: 618.916748
	Iteration 19Q: 3 clusters Score -52591.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52592.261719 Penalty: 618.916748
	Iteration 20F: 3 clusters Score -52592.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3129.086426 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3129.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -3040.353271 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -3040.353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3045.734131 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -3045.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3049.286133 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -3049.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3054.879395 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -3054.879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3054.879395 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -3054.879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19221.658203 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19221.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19432.097656 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19432.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19507.908203 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19507.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19574.685547 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19574.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19622.128906 Penalty: 528.267273
	Iteration 4F: 3 clusters Score -19622.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19639.427734 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19639.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19640.494141 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19640.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19641.417969 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19641.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19643.808594 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19643.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19644.275391 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19644.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19644.275391 Penalty: 528.267273
	Iteration 10F: 3 clusters Score -19644.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 251 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 81 members 
Entering Unmasked Estep 
Score: -58209552.000000 Penalty: 54754.117188
Splitting cluster 47 changes total score from -58209908.000000 to -58209552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10635.064453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10635.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10344.720703 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -10344.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10418.836914 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -10418.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10453.472656 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -10453.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10472.922852 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -10472.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10484.773438 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10484.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10491.958008 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10491.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10501.526367 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10501.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10504.738281 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10504.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10504.738281 Penalty: 491.232819
	Iteration 8F: 3 clusters Score -10504.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 307 members 
Entering Unmasked Estep 
Score: -35226.539062 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35226.54 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35473.523438 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35473.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35578.242188 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35578.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35676.503906 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35676.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35740.351562 Penalty: 583.325928
	Iteration 4F: 3 clusters Score -35740.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35756.761719 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35756.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35764.386719 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35764.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35776.101562 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35782.789062 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35782.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35786.386719 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35786.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35787.644531 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35787.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35788.093750 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35788.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35788.093750 Penalty: 583.325928
	Iteration 12F: 3 clusters Score -35788.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 321 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 287 members 
Entering Unmasked Estep 
Score: -58209560.000000 Penalty: 54754.117188
Splitting cluster 49 changes total score from -58209908.000000 to -58209560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 261 members 
Entering Unmasked Estep 
Score: -32271.808594 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32271.81 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32428.898438 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32428.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32478.376953 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32478.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32511.292969 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -32511.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32524.146484 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32524.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32532.833984 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32532.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32539.587891 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32539.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32546.888672 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32546.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32554.777344 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32554.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32565.457031 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32565.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32573.626953 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32573.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32575.730469 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32575.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32577.173828 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32577.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32581.517578 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -32581.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32588.523438 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -32588.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32591.777344 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -32591.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32595.349609 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -32595.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32596.101562 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -32596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32596.451172 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -32596.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32597.328125 Penalty: 568.395691
	Iteration 19Q: 3 clusters Score -32597.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32600.642578 Penalty: 568.395691
	Iteration 20F: 3 clusters Score -32600.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32601.808594 Penalty: 568.395691
	Iteration 21Q: 3 clusters Score -32601.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32602.587891 Penalty: 568.395691
	Iteration 22Q: 3 clusters Score -32602.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32606.591797 Penalty: 568.395691
	Iteration 23Q: 3 clusters Score -32606.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32612.314453 Penalty: 568.395691
	Iteration 24Q: 3 clusters Score -32612.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32614.681641 Penalty: 568.395691
	Iteration 25Q: 3 clusters Score -32614.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32619.927734 Penalty: 568.395691
	Iteration 26Q: 3 clusters Score -32619.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32630.765625 Penalty: 568.395691
	Iteration 27Q: 3 clusters Score -32630.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32665.462891 Penalty: 568.395691
	Iteration 28Q: 3 clusters Score -32665.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32725.957031 Penalty: 568.395691
	Iteration 29Q: 3 clusters Score -32725.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32867.296875 Penalty: 568.395691
	Iteration 30Q: 3 clusters Score -32867.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32987.265625 Penalty: 568.395691
	Iteration 31Q: 3 clusters Score -32987.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32991.429688 Penalty: 568.395691
	Iteration 32Q: 3 clusters Score -32991.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33014.667969 Penalty: 568.395691
	Iteration 33Q: 3 clusters Score -33014.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33014.667969 Penalty: 568.395691
	Iteration 34F: 3 clusters Score -33014.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 278 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 238 members 
Entering Unmasked Estep 
Score: -58209632.000000 Penalty: 54754.117188
Splitting cluster 50 changes total score from -58209908.000000 to -58209632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2754.155029 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2754.155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2849.175781 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2849.176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2878.225586 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2878.226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2902.602539 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -2902.603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2910.900391 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2924.983643 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -2924.984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2931.005615 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -2931.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2931.005615 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -2931.006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48794.277344 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48794.28 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49143.593750 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49143.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49226.703125 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49226.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49271.785156 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49271.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49296.886719 Penalty: 610.213135
	Iteration 4Q: 3 clusters Score -49296.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49308.214844 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49308.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49320.875000 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49320.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49336.246094 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49336.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49341.460938 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49341.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49344.375000 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49344.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49346.906250 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49346.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49347.878906 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49347.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49347.878906 Penalty: 610.213135
	Iteration 12F: 3 clusters Score -49347.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10959.072266 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10959.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10706.974609 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10706.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10854.451172 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10854.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10954.430664 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10954.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10993.292969 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10993.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10998.916016 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10998.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11001.732422 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -11001.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11004.760742 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -11004.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11004.760742 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -11004.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 94 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 105 members 
Entering Unmasked Estep 
Score: -58209512.000000 Penalty: 54754.117188
Splitting cluster 53 changes total score from -58209908.000000 to -58209512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -20763.964844 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -20763.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20367.505859 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -20367.51 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20491.537109 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -20491.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20530.515625 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -20530.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20557.669922 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -20557.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20589.363281 Penalty: 535.128540
	Iteration 4F: 3 clusters Score -20589.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20604.847656 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -20604.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20619.222656 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -20619.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20631.455078 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -20631.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20643.205078 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -20643.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20646.751953 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -20646.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20648.621094 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -20648.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20648.621094 Penalty: 535.128540
	Iteration 11F: 3 clusters Score -20648.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -8884.040039 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -8884.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8625.503906 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8625.504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8759.250000 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8759.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8792.463867 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -8792.464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8800.605469 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -8800.605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8818.541016 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8818.541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8833.186523 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8833.187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8838.347656 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -8838.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8839.866211 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -8839.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8841.620117 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -8841.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8844.825195 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -8844.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8846.702148 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -8846.702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8846.778320 Penalty: 475.052399
	Iteration 11F: 3 clusters Score -8846.778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8851.180664 Penalty: 475.052399
	Iteration 12Q: 3 clusters Score -8851.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8860.251953 Penalty: 475.052399
	Iteration 13Q: 3 clusters Score -8860.252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8862.141602 Penalty: 475.052399
	Iteration 14Q: 3 clusters Score -8862.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8863.212891 Penalty: 475.052399
	Iteration 15Q: 3 clusters Score -8863.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8864.217773 Penalty: 475.052399
	Iteration 16Q: 3 clusters Score -8864.218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8864.217773 Penalty: 475.052399
	Iteration 17F: 3 clusters Score -8864.218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -86987.609375 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -86987.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85889.468750 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -85889.47 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -86514.531250 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -86514.53 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -86723.328125 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -86723.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -86826.171875 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -86826.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86883.953125 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -86883.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -86922.781250 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -86922.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -86936.226562 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -86936.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -86944.820312 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -86944.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -86957.000000 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -86957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -86965.773438 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -86965.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -86969.046875 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -86969.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -86971.804688 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -86971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -86972.906250 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -86972.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -86973.335938 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -86973.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -86973.867188 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -86973.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -86974.781250 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -86974.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -86975.023438 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -86975.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -86975.468750 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -86975.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -86975.671875 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -86975.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -86975.953125 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -86975.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -86976.406250 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -86976.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -86976.632812 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -86976.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -86977.000000 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -86977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -86977.343750 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -86977.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86977.734375 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -86977.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86977.734375 Penalty: 666.708374
	Iteration 25F: 3 clusters Score -86977.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20686.501953 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20686.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20853.371094 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20853.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20912.683594 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20912.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20940.710938 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -20940.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20953.591797 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20953.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20978.273438 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20978.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21015.398438 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -21015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21019.585938 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -21019.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21020.621094 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -21020.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21021.388672 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -21021.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21021.968750 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -21021.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21022.511719 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -21022.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21022.511719 Penalty: 537.387939
	Iteration 12F: 3 clusters Score -21022.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24465.765625 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24465.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24050.619141 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24050.62 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24254.548828 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24254.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24354.753906 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24354.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24403.593750 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24403.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24423.804688 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -24423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24427.169922 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -24427.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24430.992188 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24430.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24435.148438 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24435.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24439.953125 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24439.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24448.505859 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -24448.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24458.195312 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -24458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24465.785156 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -24465.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24492.427734 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -24492.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24512.259766 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -24512.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24522.699219 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -24522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24523.935547 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -24523.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24523.935547 Penalty: 555.332825
	Iteration 16F: 3 clusters Score -24523.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 114 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 333 members 
Entering Unmasked Estep 
Score: -58209520.000000 Penalty: 54754.117188
Splitting cluster 58 changes total score from -58209908.000000 to -58209520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 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 144 members 
Entering Unmasked Estep 
Score: -17584.423828 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17584.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17699.888672 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17699.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17745.980469 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17745.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17793.587891 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17793.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17836.710938 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -17836.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17863.427734 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17863.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17873.304688 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17877.419922 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17877.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17878.279297 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17878.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17879.574219 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17879.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17881.716797 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -17881.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17882.576172 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -17882.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17882.853516 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -17882.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17884.056641 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -17884.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17884.777344 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -17884.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17884.777344 Penalty: 517.822693
	Iteration 15F: 3 clusters Score -17884.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -21321.507812 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -21321.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20931.927734 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -20931.93 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21043.166016 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -21043.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21085.154297 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -21085.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21110.818359 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -21110.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21116.558594 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -21116.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21120.687500 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -21120.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21130.126953 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -21130.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21134.148438 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -21134.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21138.259766 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -21138.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21147.183594 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -21147.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21149.517578 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -21149.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21153.765625 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -21153.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21159.720703 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -21159.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21160.894531 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -21160.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21163.519531 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -21163.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21170.519531 Penalty: 527.164246
	Iteration 15Q: 3 clusters Score -21170.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21177.593750 Penalty: 527.164246
	Iteration 16Q: 3 clusters Score -21177.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21187.275391 Penalty: 527.164246
	Iteration 17Q: 3 clusters Score -21187.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21198.164062 Penalty: 527.164246
	Iteration 18Q: 3 clusters Score -21198.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21204.679688 Penalty: 527.164246
	Iteration 19Q: 3 clusters Score -21204.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21219.539062 Penalty: 527.164246
	Iteration 20F: 3 clusters Score -21219.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21223.367188 Penalty: 527.164246
	Iteration 21Q: 3 clusters Score -21223.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21227.265625 Penalty: 527.164246
	Iteration 22Q: 3 clusters Score -21227.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21232.912109 Penalty: 527.164246
	Iteration 23Q: 3 clusters Score -21232.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21235.785156 Penalty: 527.164246
	Iteration 24Q: 3 clusters Score -21235.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21236.343750 Penalty: 527.164246
	Iteration 25Q: 3 clusters Score -21236.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21236.552734 Penalty: 527.164246
	Iteration 26Q: 3 clusters Score -21236.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21237.345703 Penalty: 527.164246
	Iteration 27Q: 3 clusters Score -21237.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21237.345703 Penalty: 527.164246
	Iteration 28F: 3 clusters Score -21237.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (120097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120097 members 
Entering Unmasked Estep 
Score: -7180871.500000 Penalty: 532.170532
	Iteration 0F: 2 clusters Score -7180872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -7102672.500000 Penalty: 1064.341064
	Iteration 0F: 3 clusters Score -7102672 nChanged 58562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7139783.000000 Penalty: 1064.341064
	Iteration 1F: 3 clusters Score -7139783 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7142430.000000 Penalty: 1064.341064
	Iteration 2F: 3 clusters Score -7142430 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -7145939.000000 Penalty: 1064.341064
	Iteration 3F: 3 clusters Score -7145939 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -7150413.000000 Penalty: 1064.341064
	Iteration 4F: 3 clusters Score -7150413 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7156170.500000 Penalty: 1064.341064
	Iteration 5F: 3 clusters Score -7156170 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -7162705.500000 Penalty: 1064.341064
	Iteration 6F: 3 clusters Score -7162706 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -7168816.000000 Penalty: 1064.341064
	Iteration 7F: 3 clusters Score -7168816 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -7173212.000000 Penalty: 1064.341064
	Iteration 8Q: 3 clusters Score -7173212 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -7175461.500000 Penalty: 1064.341064
	Iteration 9Q: 3 clusters Score -7175462 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -7176847.000000 Penalty: 1064.341064
	Iteration 10Q: 3 clusters Score -7176847 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -7177949.500000 Penalty: 1064.341064
	Iteration 11Q: 3 clusters Score -7177950 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -7178733.000000 Penalty: 1064.341064
	Iteration 12Q: 3 clusters Score -7178733 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -7179310.000000 Penalty: 1064.341064
	Iteration 13Q: 3 clusters Score -7179310 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7179791.500000 Penalty: 1064.341064
	Iteration 14Q: 3 clusters Score -7179792 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7180265.000000 Penalty: 1064.341064
	Iteration 15Q: 3 clusters Score -7180265 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7180513.500000 Penalty: 1064.341064
	Iteration 16Q: 3 clusters Score -7180514 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7180685.000000 Penalty: 1064.341064
	Iteration 17Q: 3 clusters Score -7180685 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7180783.500000 Penalty: 1064.341064
	Iteration 18Q: 3 clusters Score -7180784 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118566 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7180818.000000 Penalty: 1064.341064
	Iteration 19Q: 3 clusters Score -7180818 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7180775.500000 Penalty: 1064.341064
	Iteration 20F: 3 clusters Score -7180776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7180708.000000 Penalty: 1064.341064
	Iteration 21Q: 3 clusters Score -7180708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7180689.500000 Penalty: 1064.341064
	Iteration 22Q: 3 clusters Score -7180690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7180663.500000 Penalty: 1064.341064
	Iteration 23Q: 3 clusters Score -7180664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7180653.500000 Penalty: 1064.341064
	Iteration 24Q: 3 clusters Score -7180654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7180660.000000 Penalty: 1064.341064
	Iteration 25Q: 3 clusters Score -7180660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7180670.000000 Penalty: 1064.341064
	Iteration 26Q: 3 clusters Score -7180670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7180676.500000 Penalty: 1064.341064
	Iteration 27Q: 3 clusters Score -7180676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119676 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7180683.000000 Penalty: 1064.341064
	Iteration 28Q: 3 clusters Score -7180683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7180678.500000 Penalty: 1064.341064
	Iteration 29Q: 3 clusters Score -7180678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7180676.000000 Penalty: 1064.341064
	Iteration 30Q: 3 clusters Score -7180676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7180669.000000 Penalty: 1064.341064
	Iteration 31Q: 3 clusters Score -7180669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7180675.000000 Penalty: 1064.341064
	Iteration 32Q: 3 clusters Score -7180675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7180681.500000 Penalty: 1064.341064
	Iteration 33Q: 3 clusters Score -7180682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7180683.000000 Penalty: 1064.341064
	Iteration 34Q: 3 clusters Score -7180683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7180680.500000 Penalty: 1064.341064
	Iteration 35Q: 3 clusters Score -7180680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7180680.000000 Penalty: 1064.341064
	Iteration 36Q: 3 clusters Score -7180680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7180686.500000 Penalty: 1064.341064
	Iteration 37Q: 3 clusters Score -7180686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7180681.500000 Penalty: 1064.341064
	Iteration 38Q: 3 clusters Score -7180682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119758 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7180682.000000 Penalty: 1064.341064
	Iteration 39Q: 3 clusters Score -7180682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7180681.500000 Penalty: 1064.341064
	Iteration 40F: 3 clusters Score -7180682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8218.971680 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8218.972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8270.476562 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8270.477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8279.626953 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -8279.627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8292.330078 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -8292.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8301.559570 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8301.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8311.538086 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8311.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8312.971680 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8312.972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8314.925781 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -8314.926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8314.925781 Penalty: 450.980286
	Iteration 8F: 3 clusters Score -8314.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3340.407227 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3340.407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3186.546143 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -3186.546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3200.398193 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -3200.398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3203.622070 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -3203.622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3203.622070 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -3203.622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -28900.689453 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -28900.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28407.625000 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -28407.62 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28649.900391 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -28649.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28722.080078 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -28722.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28794.429688 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -28794.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28856.970703 Penalty: 566.614868
	Iteration 4F: 3 clusters Score -28856.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28910.658203 Penalty: 566.614868
	Iteration 5F: 3 clusters Score -28910.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28934.978516 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -28934.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28944.570312 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -28944.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28953.298828 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -28953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28959.892578 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -28959.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28969.490234 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -28969.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28999.460938 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -28999.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29022.576172 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -29022.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29029.111328 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -29029.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29033.544922 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -29033.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29035.175781 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -29035.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29036.304688 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -29036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29038.791016 Penalty: 566.614868
	Iteration 17Q: 3 clusters Score -29038.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29041.810547 Penalty: 566.614868
	Iteration 18Q: 3 clusters Score -29041.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29048.121094 Penalty: 566.614868
	Iteration 19Q: 3 clusters Score -29048.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29053.544922 Penalty: 566.614868
	Iteration 20F: 3 clusters Score -29053.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29055.041016 Penalty: 566.614868
	Iteration 21Q: 3 clusters Score -29055.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29055.041016 Penalty: 566.614868
	Iteration 22F: 3 clusters Score -29055.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 132 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 374 members 
Entering Unmasked Estep 
Score: -58209624.000000 Penalty: 54754.117188
Splitting cluster 64 changes total score from -58209908.000000 to -58209624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5840.249023 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5840.249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5881.389648 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5881.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5893.373535 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5893.374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5916.800293 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5927.140137 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5927.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5933.237305 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5933.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5939.850586 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -5939.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5948.674805 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -5948.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5948.674805 Penalty: 422.639587
	Iteration 8F: 3 clusters Score -5948.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -13753.377930 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -13753.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13461.336914 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -13461.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13611.250000 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -13611.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13661.057617 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -13661.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13672.737305 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -13672.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13674.428711 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -13674.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13675.774414 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -13675.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13676.277344 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -13676.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13676.277344 Penalty: 518.129639
	Iteration 7F: 3 clusters Score -13676.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7606.612305 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7606.612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7686.430664 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7686.431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7696.748047 Penalty: 489.150330
	Iteration 2Q: 3 clusters Score -7696.748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7701.781738 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7701.782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7708.751953 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7708.752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7712.810059 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7712.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7714.851562 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7714.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7714.851562 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -7714.852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -311972.156250 Penalty: 388.575806
	Iteration 0F: 2 clusters Score -311972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -308523.187500 Penalty: 777.151611
	Iteration 0F: 3 clusters Score -308523.2 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -309854.343750 Penalty: 777.151611
	Iteration 1F: 3 clusters Score -309854.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -310024.437500 Penalty: 777.151611
	Iteration 2F: 3 clusters Score -310024.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -310230.625000 Penalty: 777.151611
	Iteration 3F: 3 clusters Score -310230.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -310446.812500 Penalty: 777.151611
	Iteration 4F: 3 clusters Score -310446.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -310645.906250 Penalty: 777.151611
	Iteration 5F: 3 clusters Score -310645.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -310835.250000 Penalty: 777.151611
	Iteration 6F: 3 clusters Score -310835.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -311005.593750 Penalty: 777.151611
	Iteration 7Q: 3 clusters Score -311005.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -311165.687500 Penalty: 777.151611
	Iteration 8Q: 3 clusters Score -311165.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -311295.750000 Penalty: 777.151611
	Iteration 9Q: 3 clusters Score -311295.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -311411.750000 Penalty: 777.151611
	Iteration 10Q: 3 clusters Score -311411.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -311487.593750 Penalty: 777.151611
	Iteration 11Q: 3 clusters Score -311487.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -311532.968750 Penalty: 777.151611
	Iteration 12Q: 3 clusters Score -311533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -311566.968750 Penalty: 777.151611
	Iteration 13Q: 3 clusters Score -311567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -311584.500000 Penalty: 777.151611
	Iteration 14Q: 3 clusters Score -311584.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -311597.625000 Penalty: 777.151611
	Iteration 15Q: 3 clusters Score -311597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -311604.531250 Penalty: 777.151611
	Iteration 16Q: 3 clusters Score -311604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -311613.687500 Penalty: 777.151611
	Iteration 17Q: 3 clusters Score -311613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -311619.937500 Penalty: 777.151611
	Iteration 18Q: 3 clusters Score -311619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -311626.437500 Penalty: 777.151611
	Iteration 19Q: 3 clusters Score -311626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -311633.875000 Penalty: 777.151611
	Iteration 20F: 3 clusters Score -311633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -311640.593750 Penalty: 777.151611
	Iteration 21Q: 3 clusters Score -311640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -311645.343750 Penalty: 777.151611
	Iteration 22Q: 3 clusters Score -311645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -311646.093750 Penalty: 777.151611
	Iteration 23Q: 3 clusters Score -311646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -311646.812500 Penalty: 777.151611
	Iteration 24Q: 3 clusters Score -311646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -311646.812500 Penalty: 777.151611
	Iteration 25F: 3 clusters Score -311646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -66193.453125 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -66193.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -65321.929688 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -65321.93 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65612.804688 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -65612.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65673.687500 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -65673.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -65709.117188 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -65709.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65733.476562 Penalty: 637.030396
	Iteration 4Q: 3 clusters Score -65733.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65756.835938 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -65756.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65774.890625 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -65774.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65786.625000 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -65786.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65795.210938 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -65795.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -65803.312500 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -65803.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65811.250000 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -65811.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65820.531250 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -65820.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65824.812500 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -65824.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65827.445312 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -65827.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65830.554688 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -65830.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65832.984375 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -65832.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65836.875000 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -65836.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65841.468750 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -65841.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65845.851562 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -65845.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65850.828125 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -65850.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65856.476562 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -65856.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65859.000000 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -65859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65860.570312 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -65860.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65861.820312 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -65861.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65863.562500 Penalty: 637.030396
	Iteration 24Q: 3 clusters Score -65863.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65866.046875 Penalty: 637.030396
	Iteration 25Q: 3 clusters Score -65866.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65868.679688 Penalty: 637.030396
	Iteration 26Q: 3 clusters Score -65868.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65872.492188 Penalty: 637.030396
	Iteration 27Q: 3 clusters Score -65872.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65878.070312 Penalty: 637.030396
	Iteration 28Q: 3 clusters Score -65878.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65882.882812 Penalty: 637.030396
	Iteration 29Q: 3 clusters Score -65882.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65886.859375 Penalty: 637.030396
	Iteration 30Q: 3 clusters Score -65886.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65889.140625 Penalty: 637.030396
	Iteration 31Q: 3 clusters Score -65889.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65890.234375 Penalty: 637.030396
	Iteration 32Q: 3 clusters Score -65890.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65891.000000 Penalty: 637.030396
	Iteration 33Q: 3 clusters Score -65891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65892.054688 Penalty: 637.030396
	Iteration 34Q: 3 clusters Score -65892.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65892.726562 Penalty: 637.030396
	Iteration 35Q: 3 clusters Score -65892.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65892.726562 Penalty: 637.030396
	Iteration 36F: 3 clusters Score -65892.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5717.296875 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5717.297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5769.234863 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5769.235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5783.698242 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5783.698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5785.608398 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5785.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5787.983398 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5787.983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5789.322754 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5789.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5789.322754 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -5789.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8843.569336 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8843.569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8930.960938 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8930.961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8972.109375 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8972.109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8991.320312 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8991.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9005.052734 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -9005.053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9016.204102 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -9016.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9016.204102 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -9016.204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 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 638 members 
Entering Unmasked Estep 
Score: -74948.875000 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74948.88 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75305.062500 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75305.06 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75368.125000 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75368.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75411.867188 Penalty: 648.327515
	Iteration 3Q: 3 clusters Score -75411.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75447.078125 Penalty: 648.327515
	Iteration 4Q: 3 clusters Score -75447.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -75476.289062 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75476.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75504.578125 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75504.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75529.968750 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75529.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75549.937500 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75549.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -75574.539062 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75574.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -75595.367188 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75595.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -75609.468750 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75609.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -75618.820312 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75618.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -75630.796875 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -75644.226562 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75644.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75651.601562 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -75655.718750 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75655.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -75658.015625 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -75658.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75658.398438 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -75658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -75658.593750 Penalty: 648.327515
	Iteration 19Q: 3 clusters Score -75658.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -75658.578125 Penalty: 648.327515
	Iteration 20F: 3 clusters Score -75658.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -27227.855469 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -27227.86 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 250 members 
Entering Unmasked Estep 
Score: -26770.302734 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -26770.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26982.023438 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -26982.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27061.494141 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -27061.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27099.181641 Penalty: 558.336426
	Iteration 3F: 3 clusters Score -27099.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27121.326172 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -27121.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27134.267578 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -27134.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27147.740234 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -27147.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27156.738281 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -27156.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27163.625000 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -27163.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27169.439453 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -27169.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27174.761719 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -27174.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27181.126953 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -27181.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27190.111328 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -27190.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27199.753906 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -27199.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27212.226562 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -27212.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27213.605469 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -27213.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27214.199219 Penalty: 558.336426
	Iteration 16Q: 3 clusters Score -27214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27214.199219 Penalty: 558.336426
	Iteration 17F: 3 clusters Score -27214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4526.185059 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4526.185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4557.680176 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4557.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4564.860840 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -4564.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4569.105957 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4569.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4570.498535 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -4570.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4570.498535 Penalty: 404.281281
	Iteration 5F: 3 clusters Score -4570.499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5283.457520 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5283.458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5372.179199 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5372.179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5402.807129 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5402.807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5433.885742 Penalty: 438.645630
	Iteration 3F: 3 clusters Score -5433.886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5460.482910 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -5460.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5475.614258 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5475.614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5488.873047 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -5488.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5501.308594 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -5501.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5507.696289 Penalty: 438.645630
	Iteration 8Q: 3 clusters Score -5507.696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5507.696289 Penalty: 438.645630
	Iteration 9F: 3 clusters Score -5507.696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 77 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 47 members 
Entering Unmasked Estep 
Score: -58209496.000000 Penalty: 54754.117188
Splitting cluster 75 changes total score from -58209908.000000 to -58209496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4953.930176 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4953.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5037.260254 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5037.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5065.467285 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5065.467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5074.374512 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5074.375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5078.713867 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5078.714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5082.314941 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5082.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5084.133789 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -5084.134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5086.627930 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -5086.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5096.445801 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -5096.446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5097.430176 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -5097.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5097.430176 Penalty: 472.052094
	Iteration 10F: 3 clusters Score -5097.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -85679.125000 Penalty: 331.677277
	Iteration 0F: 2 clusters Score -85679.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84573.992188 Penalty: 663.354553
	Iteration 0F: 3 clusters Score -84573.99 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84950.882812 Penalty: 663.354553
	Iteration 1F: 3 clusters Score -84950.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -85130.171875 Penalty: 663.354553
	Iteration 2F: 3 clusters Score -85130.17 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -85300.875000 Penalty: 663.354553
	Iteration 3F: 3 clusters Score -85300.88 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -85422.195312 Penalty: 663.354553
	Iteration 4F: 3 clusters Score -85422.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85508.882812 Penalty: 663.354553
	Iteration 5F: 3 clusters Score -85508.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -85561.687500 Penalty: 663.354553
	Iteration 6Q: 3 clusters Score -85561.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85581.015625 Penalty: 663.354553
	Iteration 7Q: 3 clusters Score -85581.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -85587.289062 Penalty: 663.354553
	Iteration 8Q: 3 clusters Score -85587.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -85590.859375 Penalty: 663.354553
	Iteration 9Q: 3 clusters Score -85590.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -85595.468750 Penalty: 663.354553
	Iteration 10Q: 3 clusters Score -85595.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -85598.914062 Penalty: 663.354553
	Iteration 11Q: 3 clusters Score -85598.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -85599.414062 Penalty: 663.354553
	Iteration 12Q: 3 clusters Score -85599.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -85600.039062 Penalty: 663.354553
	Iteration 13Q: 3 clusters Score -85600.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -85600.281250 Penalty: 663.354553
	Iteration 14Q: 3 clusters Score -85600.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -85600.281250 Penalty: 663.354553
	Iteration 15F: 3 clusters Score -85600.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -23711.343750 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -23711.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23315.375000 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -23315.38 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23445.972656 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -23445.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23490.470703 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -23490.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23512.304688 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -23512.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23530.451172 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -23530.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23561.203125 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -23561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23580.158203 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -23580.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23592.126953 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -23592.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23601.736328 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -23601.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23615.535156 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -23615.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23640.058594 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -23640.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23675.177734 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -23675.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23706.857422 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -23706.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23723.660156 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -23723.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23732.105469 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -23732.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23738.167969 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -23738.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23742.158203 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -23742.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23744.060547 Penalty: 533.590454
	Iteration 17Q: 3 clusters Score -23744.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23747.519531 Penalty: 533.590454
	Iteration 18F: 3 clusters Score -23747.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23776.025391 Penalty: 533.590454
	Iteration 19Q: 3 clusters Score -23776.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23803.445312 Penalty: 533.590454
	Iteration 20F: 3 clusters Score -23803.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23828.839844 Penalty: 533.590454
	Iteration 21Q: 3 clusters Score -23828.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23852.898438 Penalty: 533.590454
	Iteration 22Q: 3 clusters Score -23852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23857.826172 Penalty: 533.590454
	Iteration 23Q: 3 clusters Score -23857.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23867.128906 Penalty: 533.590454
	Iteration 24Q: 3 clusters Score -23867.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23869.128906 Penalty: 533.590454
	Iteration 25Q: 3 clusters Score -23869.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23869.962891 Penalty: 533.590454
	Iteration 26Q: 3 clusters Score -23869.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23872.093750 Penalty: 533.590454
	Iteration 27Q: 3 clusters Score -23872.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23873.656250 Penalty: 533.590454
	Iteration 28Q: 3 clusters Score -23873.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23873.656250 Penalty: 533.590454
	Iteration 29F: 3 clusters Score -23873.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 159 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 193 members 
Entering Unmasked Estep 
Score: -58209628.000000 Penalty: 54754.117188
Splitting cluster 78 changes total score from -58209908.000000 to -58209628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7268.128418 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7268.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7049.407227 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7049.407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7110.530762 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7110.531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7131.102539 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7131.103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7143.735352 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7143.735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7150.734375 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7150.734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7156.437988 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7156.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7159.233887 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7159.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7160.015625 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -7160.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7161.077148 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -7161.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7161.512207 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -7161.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7164.987793 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -7164.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7166.298828 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -7166.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7171.283691 Penalty: 452.882751
	Iteration 12Q: 3 clusters Score -7171.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7172.090820 Penalty: 452.882751
	Iteration 13Q: 3 clusters Score -7172.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7172.090820 Penalty: 452.882751
	Iteration 14F: 3 clusters Score -7172.091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9376.968750 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9376.969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9451.274414 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9451.274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9486.220703 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9486.221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9513.246094 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9513.246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9525.352539 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9525.353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9538.562500 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9538.562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9547.246094 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9547.246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9561.867188 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9561.867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9569.059570 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9569.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9576.599609 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9578.921875 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9578.922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9600.596680 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -9600.597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9666.967773 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -9666.968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9668.770508 Penalty: 473.564606
	Iteration 13Q: 3 clusters Score -9668.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9669.713867 Penalty: 473.564606
	Iteration 14Q: 3 clusters Score -9669.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9669.713867 Penalty: 473.564606
	Iteration 15F: 3 clusters Score -9669.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 85 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 97 members 
Entering Unmasked Estep 
Score: -58209504.000000 Penalty: 54754.117188
Splitting cluster 80 changes total score from -58209908.000000 to -58209504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2456.126709 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2456.127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2469.538086 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2469.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2480.652832 Penalty: 346.406281
	Iteration 2Q: 3 clusters Score -2480.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -2482.273193 Penalty: 346.406281
	Iteration 3Q: 3 clusters Score -2482.273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2496.765381 Penalty: 173.203140
	Iteration 4F: 2 clusters Score -2496.765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 5F: 2 clusters Score -2603.186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8575.481445 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8575.481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8639.856445 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8639.856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8682.580078 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8682.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8691.916016 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8691.916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8697.112305 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8697.112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8699.851562 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8699.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8701.148438 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8701.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8701.148438 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -8701.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8045.261719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8045.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7795.156738 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7795.157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7870.887207 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7870.887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7915.145020 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7915.145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7938.115234 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7938.115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7964.369629 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7964.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7968.229492 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7968.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7976.494629 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7976.495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7980.228516 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7980.229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7988.059082 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7988.059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7991.853027 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -7991.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7999.369141 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -7999.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8002.532227 Penalty: 454.746338
	Iteration 11Q: 3 clusters Score -8002.532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8011.962891 Penalty: 454.746338
	Iteration 12Q: 3 clusters Score -8011.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8017.217285 Penalty: 454.746338
	Iteration 13Q: 3 clusters Score -8017.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8019.000977 Penalty: 454.746338
	Iteration 14Q: 3 clusters Score -8019.001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8019.000977 Penalty: 454.746338
	Iteration 15F: 3 clusters Score -8019.001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21591.132812 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -21591.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21205.259766 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21205.26 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21310.052734 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21310.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21352.140625 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21352.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21378.423828 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -21378.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21386.841797 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21386.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21400.964844 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21400.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21414.886719 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -21414.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21431.945312 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -21431.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21467.480469 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -21467.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21498.261719 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -21498.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21533.697266 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -21533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21636.644531 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -21636.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21736.806641 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -21736.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21742.128906 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -21742.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21743.576172 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -21743.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21746.632812 Penalty: 529.357117
	Iteration 15Q: 3 clusters Score -21746.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21751.968750 Penalty: 529.357117
	Iteration 16Q: 3 clusters Score -21751.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21754.148438 Penalty: 529.357117
	Iteration 17Q: 3 clusters Score -21754.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21754.148438 Penalty: 529.357117
	Iteration 18F: 3 clusters Score -21754.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 195 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 141 members 
Entering Unmasked Estep 
Score: -58209564.000000 Penalty: 54754.117188
Splitting cluster 84 changes total score from -58209908.000000 to -58209564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 85 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14324.064453 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14324.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14000.679688 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14000.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14086.650391 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14086.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14107.186523 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14107.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14127.838867 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14127.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14138.619141 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14138.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14147.277344 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14147.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14159.545898 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14159.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14181.270508 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14181.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14201.310547 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -14201.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14212.641602 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -14212.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14216.415039 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -14216.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14222.317383 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -14222.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14222.924805 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -14222.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14222.924805 Penalty: 497.208710
	Iteration 13F: 3 clusters Score -14222.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3779.808594 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3779.809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3613.940430 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3613.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3634.777588 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3634.778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3635.408691 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3635.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3635.408691 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -3635.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30398 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 123679 members 
Mstep: Class 8 contains 93984 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122600 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112307 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5716 members 
Mstep: Class 24 contains 24381 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139770 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37774 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 17929 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 120097 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209860.000000 Penalty: 54124.761719
Iteration 399Q: 87 clusters Score -5.820986e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30326 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 123420 members 
Mstep: Class 8 contains 93962 members 
Mstep: Class 9 contains 14799 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9171 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122585 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112290 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 24822 members 
Mstep: Class 25 contains 2837 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139769 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3958 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37809 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 17943 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119966 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209844.000000 Penalty: 54124.761719
Iteration 400F: 87 clusters Score -5.820984e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 30265 members 
Mstep: Class 6 contains 11980 members 
Mstep: Class 7 contains 123163 members 
Mstep: Class 8 contains 93944 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9193 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122573 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112270 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 25263 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139762 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3956 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37839 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17952 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119822 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 297 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209668.000000 Penalty: 54124.761719
Iteration 401Q: 87 clusters Score -5.820967e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 30204 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 122930 members 
Mstep: Class 8 contains 93905 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122567 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112250 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 25675 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139753 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3950 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37886 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17962 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119704 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5112 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1466 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209656.000000 Penalty: 54124.761719
Iteration 402Q: 87 clusters Score -5.820966e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 30138 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 122700 members 
Mstep: Class 8 contains 93854 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122549 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112246 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 26094 members 
Mstep: Class 25 contains 2834 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139756 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3946 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37955 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17968 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119569 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5114 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1466 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209576.000000 Penalty: 54124.761719
Iteration 403Q: 87 clusters Score -5.820958e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 30071 members 
Mstep: Class 6 contains 12008 members 
Mstep: Class 7 contains 122484 members 
Mstep: Class 8 contains 93842 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122541 members 
Mstep: Class 15 contains 6080 members 
Mstep: Class 16 contains 112261 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5682 members 
Mstep: Class 24 contains 26489 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139742 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3944 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37973 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17977 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119454 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5115 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209664.000000 Penalty: 54124.761719
Iteration 404Q: 87 clusters Score -5.820966e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 29998 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 122286 members 
Mstep: Class 8 contains 93829 members 
Mstep: Class 9 contains 14808 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9219 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122547 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 112271 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 26879 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139728 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3942 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 37976 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 17986 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119339 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5114 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209756.000000 Penalty: 54124.761719
Iteration 405Q: 87 clusters Score -5.820976e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 29938 members 
Mstep: Class 6 contains 12017 members 
Mstep: Class 7 contains 122101 members 
Mstep: Class 8 contains 93801 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 122540 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112263 members 
Mstep: Class 17 contains 15950 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 27271 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139703 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3940 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38016 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 17996 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119228 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209808.000000 Penalty: 54124.761719
Iteration 406Q: 87 clusters Score -5.820981e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 29884 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 121919 members 
Mstep: Class 8 contains 93767 members 
Mstep: Class 9 contains 14809 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 122529 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112262 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 27649 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139650 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3938 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38059 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18002 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119161 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5114 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209920.000000 Penalty: 54124.761719
Iteration 407Q: 87 clusters Score -5.820992e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 29828 members 
Mstep: Class 6 contains 12017 members 
Mstep: Class 7 contains 121755 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 14809 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72889 members 
Mstep: Class 14 contains 122530 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112261 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 28008 members 
Mstep: Class 25 contains 2831 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139608 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3939 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38091 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 18006 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119093 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5110 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1466 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210188.000000 Penalty: 54124.761719
Iteration 408Q: 87 clusters Score -5.821019e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 29755 members 
Mstep: Class 6 contains 12019 members 
Mstep: Class 7 contains 121602 members 
Mstep: Class 8 contains 93666 members 
Mstep: Class 9 contains 14808 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122515 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112256 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 28358 members 
Mstep: Class 25 contains 2830 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139575 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38162 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 18020 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 119003 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5104 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210264.000000 Penalty: 54124.761719
Iteration 409Q: 87 clusters Score -5.821026e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 3260 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 29682 members 
Mstep: Class 6 contains 12017 members 
Mstep: Class 7 contains 121461 members 
Mstep: Class 8 contains 93593 members 
Mstep: Class 9 contains 14806 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122498 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112233 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 28685 members 
Mstep: Class 25 contains 2828 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139545 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3937 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38248 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 18028 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118937 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5105 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210256.000000 Penalty: 54124.761719
Iteration 410Q: 87 clusters Score -5.821026e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 29620 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 121311 members 
Mstep: Class 8 contains 93555 members 
Mstep: Class 9 contains 14809 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122514 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112223 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 29024 members 
Mstep: Class 25 contains 2827 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139524 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3922 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38278 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 18031 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118835 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 296 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5105 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210396.000000 Penalty: 54124.761719
Iteration 411Q: 87 clusters Score -5.82104e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 12019 members 
Mstep: Class 7 contains 121158 members 
Mstep: Class 8 contains 93523 members 
Mstep: Class 9 contains 14811 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122533 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112238 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 29329 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139501 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38301 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18037 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118759 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5105 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210336.000000 Penalty: 54124.761719
Iteration 412Q: 87 clusters Score -5.821034e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 29504 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 120995 members 
Mstep: Class 8 contains 93487 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9251 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122548 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 112255 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 29596 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139493 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3888 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 38332 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18042 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118703 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5107 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 351 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210328.000000 Penalty: 54124.761719
Iteration 413Q: 87 clusters Score -5.821033e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 29452 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 120850 members 
Mstep: Class 8 contains 93444 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122549 members 
Mstep: Class 15 contains 6077 members 
Mstep: Class 16 contains 112278 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 29857 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139477 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 38378 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18043 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118639 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5109 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210316.000000 Penalty: 54124.761719
Iteration 414Q: 87 clusters Score -5.821032e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 29399 members 
Mstep: Class 6 contains 12026 members 
Mstep: Class 7 contains 120694 members 
Mstep: Class 8 contains 93394 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9256 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122539 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112311 members 
Mstep: Class 17 contains 15869 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 30105 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139484 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3876 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38441 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18038 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118579 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5110 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210416.000000 Penalty: 54124.761719
Iteration 415Q: 87 clusters Score -5.821042e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 3254 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 29359 members 
Mstep: Class 6 contains 12029 members 
Mstep: Class 7 contains 120578 members 
Mstep: Class 8 contains 93356 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122526 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112326 members 
Mstep: Class 17 contains 15853 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 30366 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139482 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 910 members 
Mstep: Class 39 contains 38496 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18037 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118486 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1464 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210460.000000 Penalty: 54124.761719
Iteration 416Q: 87 clusters Score -5.821046e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 29304 members 
Mstep: Class 6 contains 12036 members 
Mstep: Class 7 contains 120451 members 
Mstep: Class 8 contains 93331 members 
Mstep: Class 9 contains 14813 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122539 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112338 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 30632 members 
Mstep: Class 25 contains 2810 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139482 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3857 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38507 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18039 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118401 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1465 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210396.000000 Penalty: 54124.761719
Iteration 417Q: 87 clusters Score -5.82104e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 29246 members 
Mstep: Class 6 contains 12043 members 
Mstep: Class 7 contains 120338 members 
Mstep: Class 8 contains 93305 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122546 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112341 members 
Mstep: Class 17 contains 15828 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 30878 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139479 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3850 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 18040 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118334 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5115 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210544.000000 Penalty: 54124.761719
Iteration 418Q: 87 clusters Score -5.821054e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11419 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 29186 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 120224 members 
Mstep: Class 8 contains 93293 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122561 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112370 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5621 members 
Mstep: Class 24 contains 31113 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139473 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38518 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 18047 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118250 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210420.000000 Penalty: 54124.761719
Iteration 419Q: 87 clusters Score -5.821042e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 29136 members 
Mstep: Class 6 contains 12061 members 
Mstep: Class 7 contains 120123 members 
Mstep: Class 8 contains 93259 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122570 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112388 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 31319 members 
Mstep: Class 25 contains 2805 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139466 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3832 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38534 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 18063 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118169 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 54124.761719
Iteration 420F: 87 clusters Score -5.821043e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 29089 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 120046 members 
Mstep: Class 8 contains 93204 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122566 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112418 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 31517 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139442 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3829 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38582 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 18073 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 118082 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5112 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210368.000000 Penalty: 54124.761719
Iteration 421Q: 87 clusters Score -5.821037e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 29061 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 119959 members 
Mstep: Class 8 contains 93162 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122580 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112460 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 31723 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139429 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3820 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38601 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 18078 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117961 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210380.000000 Penalty: 54124.761719
Iteration 422Q: 87 clusters Score -5.821038e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 29036 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 119854 members 
Mstep: Class 8 contains 93120 members 
Mstep: Class 9 contains 14817 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122585 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112484 members 
Mstep: Class 17 contains 15828 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 31936 members 
Mstep: Class 25 contains 2792 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139433 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3808 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 907 members 
Mstep: Class 39 contains 38626 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 18081 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117860 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1463 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210284.000000 Penalty: 54124.761719
Iteration 423Q: 87 clusters Score -5.821028e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 3238 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 29011 members 
Mstep: Class 6 contains 12082 members 
Mstep: Class 7 contains 119762 members 
Mstep: Class 8 contains 93106 members 
Mstep: Class 9 contains 14821 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122603 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112495 members 
Mstep: Class 17 contains 15827 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 32115 members 
Mstep: Class 25 contains 2792 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139435 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 38616 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 18084 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117785 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5117 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210368.000000 Penalty: 54124.761719
Iteration 424Q: 87 clusters Score -5.821037e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 28987 members 
Mstep: Class 6 contains 12089 members 
Mstep: Class 7 contains 119669 members 
Mstep: Class 8 contains 93102 members 
Mstep: Class 9 contains 14820 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122613 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112530 members 
Mstep: Class 17 contains 15829 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 32261 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139443 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3797 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 38606 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 18082 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117713 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5117 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210308.000000 Penalty: 54124.761719
Iteration 425Q: 87 clusters Score -5.821031e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 28960 members 
Mstep: Class 6 contains 12101 members 
Mstep: Class 7 contains 119594 members 
Mstep: Class 8 contains 93086 members 
Mstep: Class 9 contains 14820 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122612 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112566 members 
Mstep: Class 17 contains 15821 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 32411 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139442 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3789 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 38617 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 18075 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117648 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210276.000000 Penalty: 54124.761719
Iteration 426Q: 87 clusters Score -5.821028e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 28924 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 119517 members 
Mstep: Class 8 contains 93072 members 
Mstep: Class 9 contains 14821 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122622 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112585 members 
Mstep: Class 17 contains 15821 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 32589 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139446 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3780 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 901 members 
Mstep: Class 39 contains 38619 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1399 members 
Mstep: Class 43 contains 18058 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117571 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5114 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210328.000000 Penalty: 54124.761719
Iteration 427Q: 87 clusters Score -5.821033e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 28891 members 
Mstep: Class 6 contains 12118 members 
Mstep: Class 7 contains 119455 members 
Mstep: Class 8 contains 93048 members 
Mstep: Class 9 contains 14824 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9228 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122627 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 112599 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 32767 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139444 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 38628 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1400 members 
Mstep: Class 43 contains 18046 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117488 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5113 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210416.000000 Penalty: 54124.761719
Iteration 428Q: 87 clusters Score -5.821042e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 28854 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 119399 members 
Mstep: Class 8 contains 93035 members 
Mstep: Class 9 contains 14825 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122640 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 112609 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 32914 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139447 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 38620 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18049 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117415 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210376.000000 Penalty: 54124.761719
Iteration 429Q: 87 clusters Score -5.821038e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11589 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 28818 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 119342 members 
Mstep: Class 8 contains 92999 members 
Mstep: Class 9 contains 14828 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122646 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 112621 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 33066 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139448 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3756 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 38644 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18047 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117343 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5110 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210476.000000 Penalty: 54124.761719
Iteration 430Q: 87 clusters Score -5.821048e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11601 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 28778 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 119285 members 
Mstep: Class 8 contains 92960 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 72892 members 
Mstep: Class 14 contains 122652 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112639 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 33200 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139449 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3745 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38680 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18051 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117282 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5110 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 54124.761719
Iteration 431Q: 87 clusters Score -5.821044e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11608 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 28739 members 
Mstep: Class 6 contains 12144 members 
Mstep: Class 7 contains 119242 members 
Mstep: Class 8 contains 92937 members 
Mstep: Class 9 contains 14841 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 122658 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112641 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 33342 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139458 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3737 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38701 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18049 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117205 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5109 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210424.000000 Penalty: 54124.761719
Iteration 432Q: 87 clusters Score -5.821042e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 28700 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 119195 members 
Mstep: Class 8 contains 92921 members 
Mstep: Class 9 contains 14847 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122667 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112634 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 33500 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139466 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3728 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38720 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18046 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117127 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5109 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210484.000000 Penalty: 54124.761719
Iteration 433Q: 87 clusters Score -5.821048e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 28675 members 
Mstep: Class 6 contains 12144 members 
Mstep: Class 7 contains 119162 members 
Mstep: Class 8 contains 92899 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122683 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112612 members 
Mstep: Class 17 contains 15830 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 33632 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139479 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3717 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 38729 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18045 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 117049 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5109 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 54124.761719
Iteration 434Q: 87 clusters Score -5.821043e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 28648 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 119151 members 
Mstep: Class 8 contains 92878 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122697 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112592 members 
Mstep: Class 17 contains 15834 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 33738 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139489 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3706 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 38739 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18042 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116980 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5110 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210412.000000 Penalty: 54124.761719
Iteration 435Q: 87 clusters Score -5.821041e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11637 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 28624 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 119130 members 
Mstep: Class 8 contains 92857 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122711 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112576 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 33862 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139485 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3691 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 38753 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18045 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116903 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5111 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210464.000000 Penalty: 54124.761719
Iteration 436Q: 87 clusters Score -5.821046e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 119116 members 
Mstep: Class 8 contains 92839 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122717 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112562 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 33976 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139477 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3674 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 38778 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18050 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116822 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5116 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210444.000000 Penalty: 54124.761719
Iteration 437Q: 87 clusters Score -5.821044e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 119099 members 
Mstep: Class 8 contains 92811 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122740 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112546 members 
Mstep: Class 17 contains 15835 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 34102 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139474 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3652 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38794 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18061 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116750 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5120 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210548.000000 Penalty: 54124.761719
Iteration 438Q: 87 clusters Score -5.821055e+07 nChanged 363
Entering ConstructFrom: 
Score: -58210548.000000 Penalty: 54124.761719
Entering ConstructFrom: 
Trying to split cluster 1 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11667.276367 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11667.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11396.183594 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11396.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11548.481445 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11548.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11599.521484 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11599.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11614.972656 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11614.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11622.911133 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11622.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11626.760742 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11626.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11628.522461 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11628.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11629.247070 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11629.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11629.247070 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11629.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -715500.000000 Penalty: 426.073944
	Iteration 0F: 2 clusters Score -715500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -707635.812500 Penalty: 852.147888
	Iteration 0F: 3 clusters Score -707635.8 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -710769.812500 Penalty: 852.147888
	Iteration 1F: 3 clusters Score -710769.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -711130.437500 Penalty: 852.147888
	Iteration 2F: 3 clusters Score -711130.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -711748.500000 Penalty: 852.147888
	Iteration 3F: 3 clusters Score -711748.5 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -712744.875000 Penalty: 852.147888
	Iteration 4F: 3 clusters Score -712744.9 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -713861.187500 Penalty: 852.147888
	Iteration 5F: 3 clusters Score -713861.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -714703.375000 Penalty: 852.147888
	Iteration 6F: 3 clusters Score -714703.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -714998.187500 Penalty: 852.147888
	Iteration 7Q: 3 clusters Score -714998.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -715087.500000 Penalty: 852.147888
	Iteration 8Q: 3 clusters Score -715087.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -715128.500000 Penalty: 852.147888
	Iteration 9Q: 3 clusters Score -715128.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -715141.062500 Penalty: 852.147888
	Iteration 10Q: 3 clusters Score -715141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -715152.500000 Penalty: 852.147888
	Iteration 11Q: 3 clusters Score -715152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -715155.812500 Penalty: 852.147888
	Iteration 12Q: 3 clusters Score -715155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -715157.687500 Penalty: 852.147888
	Iteration 13Q: 3 clusters Score -715157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -715158.250000 Penalty: 852.147888
	Iteration 14Q: 3 clusters Score -715158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -715158.250000 Penalty: 852.147888
	Iteration 15F: 3 clusters Score -715158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -168262.765625 Penalty: 367.664917
	Iteration 0F: 2 clusters Score -168262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -166027.390625 Penalty: 735.329834
	Iteration 0F: 3 clusters Score -166027.4 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -166937.296875 Penalty: 735.329834
	Iteration 1F: 3 clusters Score -166937.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -167149.234375 Penalty: 735.329834
	Iteration 2F: 3 clusters Score -167149.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -167347.609375 Penalty: 735.329834
	Iteration 3F: 3 clusters Score -167347.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -167498.031250 Penalty: 735.329834
	Iteration 4F: 3 clusters Score -167498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -167599.359375 Penalty: 735.329834
	Iteration 5F: 3 clusters Score -167599.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -167683.734375 Penalty: 735.329834
	Iteration 6Q: 3 clusters Score -167683.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -167738.390625 Penalty: 735.329834
	Iteration 7Q: 3 clusters Score -167738.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -167793.812500 Penalty: 735.329834
	Iteration 8Q: 3 clusters Score -167793.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -167842.515625 Penalty: 735.329834
	Iteration 9Q: 3 clusters Score -167842.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -167889.640625 Penalty: 735.329834
	Iteration 10Q: 3 clusters Score -167889.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -167925.500000 Penalty: 735.329834
	Iteration 11Q: 3 clusters Score -167925.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -167953.203125 Penalty: 735.329834
	Iteration 12Q: 3 clusters Score -167953.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -167980.750000 Penalty: 735.329834
	Iteration 13Q: 3 clusters Score -167980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -167997.109375 Penalty: 735.329834
	Iteration 14Q: 3 clusters Score -167997.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -168004.796875 Penalty: 735.329834
	Iteration 15Q: 3 clusters Score -168004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -168011.062500 Penalty: 735.329834
	Iteration 16Q: 3 clusters Score -168011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -168013.843750 Penalty: 735.329834
	Iteration 17Q: 3 clusters Score -168013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -168017.921875 Penalty: 735.329834
	Iteration 18Q: 3 clusters Score -168017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -168020.750000 Penalty: 735.329834
	Iteration 19Q: 3 clusters Score -168020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -168022.671875 Penalty: 735.329834
	Iteration 20F: 3 clusters Score -168022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -168023.890625 Penalty: 735.329834
	Iteration 21Q: 3 clusters Score -168023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -168024.796875 Penalty: 735.329834
	Iteration 22Q: 3 clusters Score -168024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -168025.546875 Penalty: 735.329834
	Iteration 23Q: 3 clusters Score -168025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -168026.468750 Penalty: 735.329834
	Iteration 24Q: 3 clusters Score -168026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -168026.953125 Penalty: 735.329834
	Iteration 25Q: 3 clusters Score -168027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -168027.750000 Penalty: 735.329834
	Iteration 26Q: 3 clusters Score -168027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -168028.796875 Penalty: 735.329834
	Iteration 27Q: 3 clusters Score -168028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -168029.953125 Penalty: 735.329834
	Iteration 28Q: 3 clusters Score -168030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -168030.468750 Penalty: 735.329834
	Iteration 29Q: 3 clusters Score -168030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -168030.765625 Penalty: 735.329834
	Iteration 30Q: 3 clusters Score -168030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -168032.234375 Penalty: 735.329834
	Iteration 31Q: 3 clusters Score -168032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -168033.718750 Penalty: 735.329834
	Iteration 32Q: 3 clusters Score -168033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -168034.625000 Penalty: 735.329834
	Iteration 33Q: 3 clusters Score -168034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -168035.093750 Penalty: 735.329834
	Iteration 34Q: 3 clusters Score -168035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -168035.093750 Penalty: 735.329834
	Iteration 35F: 3 clusters Score -168035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -305530.937500 Penalty: 387.595917
	Iteration 0F: 2 clusters Score -305530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -302156.750000 Penalty: 775.191833
	Iteration 0F: 3 clusters Score -302156.8 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -303423.218750 Penalty: 775.191833
	Iteration 1F: 3 clusters Score -303423.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -303547.093750 Penalty: 775.191833
	Iteration 2F: 3 clusters Score -303547.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -303720.281250 Penalty: 775.191833
	Iteration 3F: 3 clusters Score -303720.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -303915.875000 Penalty: 775.191833
	Iteration 4F: 3 clusters Score -303915.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -304144.750000 Penalty: 775.191833
	Iteration 5F: 3 clusters Score -304144.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -304337.718750 Penalty: 775.191833
	Iteration 6Q: 3 clusters Score -304337.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -304514.218750 Penalty: 775.191833
	Iteration 7Q: 3 clusters Score -304514.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -304681.468750 Penalty: 775.191833
	Iteration 8Q: 3 clusters Score -304681.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -304812.750000 Penalty: 775.191833
	Iteration 9Q: 3 clusters Score -304812.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -304899.625000 Penalty: 775.191833
	Iteration 10Q: 3 clusters Score -304899.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -304962.781250 Penalty: 775.191833
	Iteration 11Q: 3 clusters Score -304962.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -304997.906250 Penalty: 775.191833
	Iteration 12Q: 3 clusters Score -304997.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -305019.281250 Penalty: 775.191833
	Iteration 13Q: 3 clusters Score -305019.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -305042.843750 Penalty: 775.191833
	Iteration 14Q: 3 clusters Score -305042.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -305059.125000 Penalty: 775.191833
	Iteration 15Q: 3 clusters Score -305059.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -305069.625000 Penalty: 775.191833
	Iteration 16Q: 3 clusters Score -305069.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -305075.031250 Penalty: 775.191833
	Iteration 17Q: 3 clusters Score -305075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -305079.031250 Penalty: 775.191833
	Iteration 18Q: 3 clusters Score -305079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -305084.625000 Penalty: 775.191833
	Iteration 19Q: 3 clusters Score -305084.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -305090.062500 Penalty: 775.191833
	Iteration 20F: 3 clusters Score -305090.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -305094.187500 Penalty: 775.191833
	Iteration 21Q: 3 clusters Score -305094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -305099.031250 Penalty: 775.191833
	Iteration 22Q: 3 clusters Score -305099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -305107.031250 Penalty: 775.191833
	Iteration 23Q: 3 clusters Score -305107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -305113.187500 Penalty: 775.191833
	Iteration 24Q: 3 clusters Score -305113.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -305117.500000 Penalty: 775.191833
	Iteration 25Q: 3 clusters Score -305117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -305121.781250 Penalty: 775.191833
	Iteration 26Q: 3 clusters Score -305121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -305126.000000 Penalty: 775.191833
	Iteration 27Q: 3 clusters Score -305126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -305130.406250 Penalty: 775.191833
	Iteration 28Q: 3 clusters Score -305130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -305135.593750 Penalty: 775.191833
	Iteration 29Q: 3 clusters Score -305135.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -305137.843750 Penalty: 775.191833
	Iteration 30Q: 3 clusters Score -305137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -305140.625000 Penalty: 775.191833
	Iteration 31Q: 3 clusters Score -305140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -305144.218750 Penalty: 775.191833
	Iteration 32Q: 3 clusters Score -305144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -305144.187500 Penalty: 775.191833
	Iteration 33Q: 3 clusters Score -305144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -305145.031250 Penalty: 775.191833
	Iteration 34Q: 3 clusters Score -305145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -305146.500000 Penalty: 775.191833
	Iteration 35Q: 3 clusters Score -305146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -305148.062500 Penalty: 775.191833
	Iteration 36Q: 3 clusters Score -305148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -305150.625000 Penalty: 775.191833
	Iteration 37Q: 3 clusters Score -305150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -305151.875000 Penalty: 775.191833
	Iteration 38Q: 3 clusters Score -305151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -305152.656250 Penalty: 775.191833
	Iteration 39Q: 3 clusters Score -305152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -305152.968750 Penalty: 775.191833
	Iteration 40F: 3 clusters Score -305153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -305152.906250 Penalty: 775.191833
	Iteration 41Q: 3 clusters Score -305152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -305153.468750 Penalty: 775.191833
	Iteration 42Q: 3 clusters Score -305153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -305153.750000 Penalty: 775.191833
	Iteration 43Q: 3 clusters Score -305153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -305153.843750 Penalty: 775.191833
	Iteration 44Q: 3 clusters Score -305153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -305155.031250 Penalty: 775.191833
	Iteration 45Q: 3 clusters Score -305155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -305155.031250 Penalty: 775.191833
	Iteration 46F: 3 clusters Score -305155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Entering Unmasked Estep 
Score: -1721311.625000 Penalty: 466.793701
	Iteration 0F: 2 clusters Score -1721312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1702342.375000 Penalty: 933.587402
	Iteration 0F: 3 clusters Score -1702342 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1710773.625000 Penalty: 933.587402
	Iteration 1F: 3 clusters Score -1710774 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1711500.250000 Penalty: 933.587402
	Iteration 2F: 3 clusters Score -1711500 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1712665.000000 Penalty: 933.587402
	Iteration 3F: 3 clusters Score -1712665 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1714415.250000 Penalty: 933.587402
	Iteration 4F: 3 clusters Score -1714415 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -1716457.000000 Penalty: 933.587402
	Iteration 5F: 3 clusters Score -1716457 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -1718303.375000 Penalty: 933.587402
	Iteration 6F: 3 clusters Score -1718303 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -1719585.875000 Penalty: 933.587402
	Iteration 7Q: 3 clusters Score -1719586 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -1720279.500000 Penalty: 933.587402
	Iteration 8Q: 3 clusters Score -1720280 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -1720621.125000 Penalty: 933.587402
	Iteration 9Q: 3 clusters Score -1720621 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1720772.125000 Penalty: 933.587402
	Iteration 10Q: 3 clusters Score -1720772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1720842.875000 Penalty: 933.587402
	Iteration 11Q: 3 clusters Score -1720843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -1720870.875000 Penalty: 933.587402
	Iteration 12Q: 3 clusters Score -1720871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -1720883.250000 Penalty: 933.587402
	Iteration 13Q: 3 clusters Score -1720883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -1720902.125000 Penalty: 933.587402
	Iteration 14Q: 3 clusters Score -1720902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -1720911.750000 Penalty: 933.587402
	Iteration 15Q: 3 clusters Score -1720912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1720917.500000 Penalty: 933.587402
	Iteration 16Q: 3 clusters Score -1720918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -1720921.125000 Penalty: 933.587402
	Iteration 17Q: 3 clusters Score -1720921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -1720926.000000 Penalty: 933.587402
	Iteration 18Q: 3 clusters Score -1720926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -1720931.125000 Penalty: 933.587402
	Iteration 19Q: 3 clusters Score -1720931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -1720934.125000 Penalty: 933.587402
	Iteration 20F: 3 clusters Score -1720934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -1720938.375000 Penalty: 933.587402
	Iteration 21Q: 3 clusters Score -1720938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -1720940.500000 Penalty: 933.587402
	Iteration 22Q: 3 clusters Score -1720940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -1720944.625000 Penalty: 933.587402
	Iteration 23Q: 3 clusters Score -1720945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -1720944.625000 Penalty: 933.587402
	Iteration 24Q: 3 clusters Score -1720945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -1720944.625000 Penalty: 933.587402
	Iteration 25F: 3 clusters Score -1720945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Entering Unmasked Estep 
Score: -729459.437500 Penalty: 428.017395
	Iteration 0F: 2 clusters Score -729459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -721362.750000 Penalty: 856.034790
	Iteration 0F: 3 clusters Score -721362.8 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -724945.375000 Penalty: 856.034790
	Iteration 1F: 3 clusters Score -724945.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -725277.750000 Penalty: 856.034790
	Iteration 2F: 3 clusters Score -725277.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -725682.687500 Penalty: 856.034790
	Iteration 3F: 3 clusters Score -725682.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -726158.937500 Penalty: 856.034790
	Iteration 4F: 3 clusters Score -726158.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -726763.625000 Penalty: 856.034790
	Iteration 5F: 3 clusters Score -726763.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -727422.375000 Penalty: 856.034790
	Iteration 6F: 3 clusters Score -727422.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -728050.187500 Penalty: 856.034790
	Iteration 7F: 3 clusters Score -728050.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -728542.937500 Penalty: 856.034790
	Iteration 8Q: 3 clusters Score -728542.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -728829.562500 Penalty: 856.034790
	Iteration 9Q: 3 clusters Score -728829.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -728967.562500 Penalty: 856.034790
	Iteration 10Q: 3 clusters Score -728967.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -729026.875000 Penalty: 856.034790
	Iteration 11Q: 3 clusters Score -729026.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -729061.812500 Penalty: 856.034790
	Iteration 12Q: 3 clusters Score -729061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -729074.750000 Penalty: 856.034790
	Iteration 13Q: 3 clusters Score -729074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -729083.625000 Penalty: 856.034790
	Iteration 14Q: 3 clusters Score -729083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -729089.312500 Penalty: 856.034790
	Iteration 15Q: 3 clusters Score -729089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -729093.812500 Penalty: 856.034790
	Iteration 16Q: 3 clusters Score -729093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -729095.000000 Penalty: 856.034790
	Iteration 17Q: 3 clusters Score -729095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -729095.000000 Penalty: 856.034790
	Iteration 18F: 3 clusters Score -729095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Entering Unmasked Estep 
Score: -7010290.500000 Penalty: 531.779358
	Iteration 0F: 2 clusters Score -7010290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -6930274.500000 Penalty: 1063.558716
	Iteration 0F: 3 clusters Score -6930274 nChanged 58370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -6966762.000000 Penalty: 1063.558716
	Iteration 1F: 3 clusters Score -6966762 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6968952.000000 Penalty: 1063.558716
	Iteration 2Q: 3 clusters Score -6968952 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -6971969.500000 Penalty: 1063.558716
	Iteration 3F: 3 clusters Score -6971970 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -6976056.000000 Penalty: 1063.558716
	Iteration 4F: 3 clusters Score -6976056 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6981490.500000 Penalty: 1063.558716
	Iteration 5F: 3 clusters Score -6981490 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6987298.500000 Penalty: 1063.558716
	Iteration 6F: 3 clusters Score -6987298 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -6991514.000000 Penalty: 1063.558716
	Iteration 7F: 3 clusters Score -6991514 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -6993634.500000 Penalty: 1063.558716
	Iteration 8Q: 3 clusters Score -6993634 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -6994666.500000 Penalty: 1063.558716
	Iteration 9Q: 3 clusters Score -6994666 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -6995563.000000 Penalty: 1063.558716
	Iteration 10Q: 3 clusters Score -6995563 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6996385.000000 Penalty: 1063.558716
	Iteration 11Q: 3 clusters Score -6996385 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6997260.500000 Penalty: 1063.558716
	Iteration 12Q: 3 clusters Score -6997260 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -6998117.500000 Penalty: 1063.558716
	Iteration 13Q: 3 clusters Score -6998118 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -6998958.000000 Penalty: 1063.558716
	Iteration 14Q: 3 clusters Score -6998958 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6999760.000000 Penalty: 1063.558716
	Iteration 15Q: 3 clusters Score -6999760 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7000652.500000 Penalty: 1063.558716
	Iteration 16Q: 3 clusters Score -7000652 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7001576.000000 Penalty: 1063.558716
	Iteration 17Q: 3 clusters Score -7001576 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -7002421.000000 Penalty: 1063.558716
	Iteration 18Q: 3 clusters Score -7002421 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -7003299.000000 Penalty: 1063.558716
	Iteration 19Q: 3 clusters Score -7003299 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105189 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -7004131.000000 Penalty: 1063.558716
	Iteration 20F: 3 clusters Score -7004131 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -7004877.000000 Penalty: 1063.558716
	Iteration 21Q: 3 clusters Score -7004877 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108316 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7005514.500000 Penalty: 1063.558716
	Iteration 22Q: 3 clusters Score -7005514 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -7006081.000000 Penalty: 1063.558716
	Iteration 23Q: 3 clusters Score -7006081 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7006662.500000 Penalty: 1063.558716
	Iteration 24Q: 3 clusters Score -7006662 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -7007153.000000 Penalty: 1063.558716
	Iteration 25Q: 3 clusters Score -7007153 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -7007553.500000 Penalty: 1063.558716
	Iteration 26Q: 3 clusters Score -7007554 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7007969.000000 Penalty: 1063.558716
	Iteration 27Q: 3 clusters Score -7007969 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7008327.500000 Penalty: 1063.558716
	Iteration 28Q: 3 clusters Score -7008328 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115462 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7008610.500000 Penalty: 1063.558716
	Iteration 29Q: 3 clusters Score -7008610 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7008854.500000 Penalty: 1063.558716
	Iteration 30Q: 3 clusters Score -7008854 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7009031.500000 Penalty: 1063.558716
	Iteration 31Q: 3 clusters Score -7009032 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7009218.500000 Penalty: 1063.558716
	Iteration 32Q: 3 clusters Score -7009218 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7009381.500000 Penalty: 1063.558716
	Iteration 33Q: 3 clusters Score -7009382 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7009521.000000 Penalty: 1063.558716
	Iteration 34Q: 3 clusters Score -7009521 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7009590.000000 Penalty: 1063.558716
	Iteration 35Q: 3 clusters Score -7009590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7009654.000000 Penalty: 1063.558716
	Iteration 36Q: 3 clusters Score -7009654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7009702.000000 Penalty: 1063.558716
	Iteration 37Q: 3 clusters Score -7009702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7009752.000000 Penalty: 1063.558716
	Iteration 38Q: 3 clusters Score -7009752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118379 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7009777.000000 Penalty: 1063.558716
	Iteration 39Q: 3 clusters Score -7009777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7009813.000000 Penalty: 1063.558716
	Iteration 40F: 3 clusters Score -7009813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7009825.500000 Penalty: 1063.558716
	Iteration 41Q: 3 clusters Score -7009826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7009846.500000 Penalty: 1063.558716
	Iteration 42Q: 3 clusters Score -7009846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7009867.500000 Penalty: 1063.558716
	Iteration 43Q: 3 clusters Score -7009868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118588 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7009879.000000 Penalty: 1063.558716
	Iteration 44Q: 3 clusters Score -7009879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7009883.500000 Penalty: 1063.558716
	Iteration 45Q: 3 clusters Score -7009884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7009893.000000 Penalty: 1063.558716
	Iteration 46Q: 3 clusters Score -7009893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7009896.000000 Penalty: 1063.558716
	Iteration 47Q: 3 clusters Score -7009896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118676 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7009901.500000 Penalty: 1063.558716
	Iteration 48Q: 3 clusters Score -7009902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7009909.500000 Penalty: 1063.558716
	Iteration 49Q: 3 clusters Score -7009910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118693 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7009907.500000 Penalty: 1063.558716
	Iteration 50Q: 3 clusters Score -7009908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7009903.500000 Penalty: 1063.558716
	Iteration 51Q: 3 clusters Score -7009904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7009908.000000 Penalty: 1063.558716
	Iteration 52Q: 3 clusters Score -7009908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7009911.000000 Penalty: 1063.558716
	Iteration 53Q: 3 clusters Score -7009911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7009912.500000 Penalty: 1063.558716
	Iteration 54Q: 3 clusters Score -7009912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118711 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7009914.500000 Penalty: 1063.558716
	Iteration 55Q: 3 clusters Score -7009914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7009927.000000 Penalty: 1063.558716
	Iteration 56Q: 3 clusters Score -7009927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7009921.000000 Penalty: 1063.558716
	Iteration 57Q: 3 clusters Score -7009921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7009923.000000 Penalty: 1063.558716
	Iteration 58Q: 3 clusters Score -7009923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7009923.000000 Penalty: 1063.558716
	Iteration 59F: 3 clusters Score -7009923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Entering Unmasked Estep 
Score: -5612419.000000 Penalty: 520.431824
	Iteration 0F: 2 clusters Score -5612419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5549850.000000 Penalty: 1040.863647
	Iteration 0F: 3 clusters Score -5549850 nChanged 45258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5577860.500000 Penalty: 1040.863647
	Iteration 1F: 3 clusters Score -5577860 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5581141.500000 Penalty: 1040.863647
	Iteration 2F: 3 clusters Score -5581142 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5587221.500000 Penalty: 1040.863647
	Iteration 3F: 3 clusters Score -5587222 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5595975.500000 Penalty: 1040.863647
	Iteration 4F: 3 clusters Score -5595976 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -5604242.000000 Penalty: 1040.863647
	Iteration 5F: 3 clusters Score -5604242 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5609268.500000 Penalty: 1040.863647
	Iteration 6F: 3 clusters Score -5609268 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5611279.500000 Penalty: 1040.863647
	Iteration 7Q: 3 clusters Score -5611280 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5611767.500000 Penalty: 1040.863647
	Iteration 8Q: 3 clusters Score -5611768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5611899.000000 Penalty: 1040.863647
	Iteration 9Q: 3 clusters Score -5611899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5611938.500000 Penalty: 1040.863647
	Iteration 10Q: 3 clusters Score -5611938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5611962.000000 Penalty: 1040.863647
	Iteration 11Q: 3 clusters Score -5611962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5611973.000000 Penalty: 1040.863647
	Iteration 12Q: 3 clusters Score -5611973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5611978.500000 Penalty: 1040.863647
	Iteration 13Q: 3 clusters Score -5611978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5611986.500000 Penalty: 1040.863647
	Iteration 14Q: 3 clusters Score -5611986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5611985.000000 Penalty: 1040.863647
	Iteration 15Q: 3 clusters Score -5611985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5611984.500000 Penalty: 1040.863647
	Iteration 16Q: 3 clusters Score -5611984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5611989.500000 Penalty: 1040.863647
	Iteration 17Q: 3 clusters Score -5611990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5611990.000000 Penalty: 1040.863647
	Iteration 18Q: 3 clusters Score -5611990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5611989.000000 Penalty: 1040.863647
	Iteration 19Q: 3 clusters Score -5611989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5611989.000000 Penalty: 1040.863647
	Iteration 20F: 3 clusters Score -5611989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Entering Unmasked Estep 
Score: -901898.937500 Penalty: 437.077148
	Iteration 0F: 2 clusters Score -901898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -891837.312500 Penalty: 874.154297
	Iteration 0F: 3 clusters Score -891837.3 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -895994.250000 Penalty: 874.154297
	Iteration 1F: 3 clusters Score -895994.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -896275.625000 Penalty: 874.154297
	Iteration 2Q: 3 clusters Score -896275.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -896704.875000 Penalty: 874.154297
	Iteration 3F: 3 clusters Score -896704.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -897403.625000 Penalty: 874.154297
	Iteration 4F: 3 clusters Score -897403.6 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -898272.625000 Penalty: 874.154297
	Iteration 5F: 3 clusters Score -898272.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -899134.562500 Penalty: 874.154297
	Iteration 6F: 3 clusters Score -899134.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -899798.562500 Penalty: 874.154297
	Iteration 7F: 3 clusters Score -899798.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -900217.437500 Penalty: 874.154297
	Iteration 8Q: 3 clusters Score -900217.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -900486.750000 Penalty: 874.154297
	Iteration 9Q: 3 clusters Score -900486.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -900667.125000 Penalty: 874.154297
	Iteration 10Q: 3 clusters Score -900667.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -900838.562500 Penalty: 874.154297
	Iteration 11Q: 3 clusters Score -900838.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -900971.187500 Penalty: 874.154297
	Iteration 12Q: 3 clusters Score -900971.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -901083.625000 Penalty: 874.154297
	Iteration 13Q: 3 clusters Score -901083.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -901175.250000 Penalty: 874.154297
	Iteration 14Q: 3 clusters Score -901175.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -901254.000000 Penalty: 874.154297
	Iteration 15Q: 3 clusters Score -901254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -901309.125000 Penalty: 874.154297
	Iteration 16Q: 3 clusters Score -901309.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -901356.187500 Penalty: 874.154297
	Iteration 17Q: 3 clusters Score -901356.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -901391.250000 Penalty: 874.154297
	Iteration 18Q: 3 clusters Score -901391.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -901418.062500 Penalty: 874.154297
	Iteration 19Q: 3 clusters Score -901418.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -901443.375000 Penalty: 874.154297
	Iteration 20F: 3 clusters Score -901443.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -901463.000000 Penalty: 874.154297
	Iteration 21Q: 3 clusters Score -901463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -901478.312500 Penalty: 874.154297
	Iteration 22Q: 3 clusters Score -901478.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -901494.250000 Penalty: 874.154297
	Iteration 23Q: 3 clusters Score -901494.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -901506.250000 Penalty: 874.154297
	Iteration 24Q: 3 clusters Score -901506.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -901518.500000 Penalty: 874.154297
	Iteration 25Q: 3 clusters Score -901518.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -901528.750000 Penalty: 874.154297
	Iteration 26Q: 3 clusters Score -901528.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -901542.750000 Penalty: 874.154297
	Iteration 27Q: 3 clusters Score -901542.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -901556.125000 Penalty: 874.154297
	Iteration 28Q: 3 clusters Score -901556.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -901564.250000 Penalty: 874.154297
	Iteration 29Q: 3 clusters Score -901564.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -901569.062500 Penalty: 874.154297
	Iteration 30Q: 3 clusters Score -901569.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -901571.625000 Penalty: 874.154297
	Iteration 31Q: 3 clusters Score -901571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -901572.750000 Penalty: 874.154297
	Iteration 32Q: 3 clusters Score -901572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -901573.250000 Penalty: 874.154297
	Iteration 33Q: 3 clusters Score -901573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -901574.750000 Penalty: 874.154297
	Iteration 34Q: 3 clusters Score -901574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -901575.000000 Penalty: 874.154297
	Iteration 35Q: 3 clusters Score -901575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -901578.437500 Penalty: 874.154297
	Iteration 36Q: 3 clusters Score -901578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -901579.750000 Penalty: 874.154297
	Iteration 37Q: 3 clusters Score -901579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -901578.937500 Penalty: 874.154297
	Iteration 38Q: 3 clusters Score -901578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -901580.250000 Penalty: 874.154297
	Iteration 39Q: 3 clusters Score -901580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -901582.937500 Penalty: 874.154297
	Iteration 40F: 3 clusters Score -901582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -901583.312500 Penalty: 874.154297
	Iteration 41Q: 3 clusters Score -901583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -901587.312500 Penalty: 874.154297
	Iteration 42Q: 3 clusters Score -901587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -901590.875000 Penalty: 874.154297
	Iteration 43Q: 3 clusters Score -901590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -901591.500000 Penalty: 874.154297
	Iteration 44Q: 3 clusters Score -901591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -901592.187500 Penalty: 874.154297
	Iteration 45Q: 3 clusters Score -901592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -901595.437500 Penalty: 874.154297
	Iteration 46Q: 3 clusters Score -901595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -901593.937500 Penalty: 874.154297
	Iteration 47Q: 3 clusters Score -901593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -901597.187500 Penalty: 874.154297
	Iteration 48Q: 3 clusters Score -901597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -901597.875000 Penalty: 874.154297
	Iteration 49Q: 3 clusters Score -901597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -901598.187500 Penalty: 874.154297
	Iteration 50Q: 3 clusters Score -901598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -901598.625000 Penalty: 874.154297
	Iteration 51Q: 3 clusters Score -901598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -901599.187500 Penalty: 874.154297
	Iteration 52Q: 3 clusters Score -901599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -901599.187500 Penalty: 874.154297
	Iteration 53F: 3 clusters Score -901599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11732.909180 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11732.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11459.365234 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -11459.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11520.687500 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -11520.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11530.304688 Penalty: 471.029633
	Iteration 2Q: 3 clusters Score -11530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11534.984375 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11534.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11537.632812 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11537.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11537.632812 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -11537.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5988.874512 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5988.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5738.014648 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5738.015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5821.910645 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5821.911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5897.081055 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5897.081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5931.543457 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -5931.543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5975.666992 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -5975.667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5995.458984 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -5995.459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6007.101074 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -6007.101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6008.181641 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -6008.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6008.181641 Penalty: 457.769867
	Iteration 8F: 3 clusters Score -6008.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 61 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 92 members 
Entering Unmasked Estep 
Score: -58210096.000000 Penalty: 54754.117188
Splitting cluster 11 changes total score from -58210548.000000 to -58210096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -556009.875000 Penalty: 415.360626
	Iteration 0F: 2 clusters Score -556009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -549861.625000 Penalty: 830.721252
	Iteration 0F: 3 clusters Score -549861.6 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -552307.000000 Penalty: 830.721252
	Iteration 1F: 3 clusters Score -552307 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -552563.312500 Penalty: 830.721252
	Iteration 2F: 3 clusters Score -552563.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -552910.812500 Penalty: 830.721252
	Iteration 3F: 3 clusters Score -552910.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -553470.187500 Penalty: 830.721252
	Iteration 4F: 3 clusters Score -553470.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -554038.500000 Penalty: 830.721252
	Iteration 5F: 3 clusters Score -554038.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -554355.812500 Penalty: 830.721252
	Iteration 6Q: 3 clusters Score -554355.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -554513.375000 Penalty: 830.721252
	Iteration 7Q: 3 clusters Score -554513.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -554612.500000 Penalty: 830.721252
	Iteration 8Q: 3 clusters Score -554612.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -554712.437500 Penalty: 830.721252
	Iteration 9Q: 3 clusters Score -554712.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -554815.062500 Penalty: 830.721252
	Iteration 10Q: 3 clusters Score -554815.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -554933.125000 Penalty: 830.721252
	Iteration 11Q: 3 clusters Score -554933.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -555037.125000 Penalty: 830.721252
	Iteration 12Q: 3 clusters Score -555037.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -555132.000000 Penalty: 830.721252
	Iteration 13Q: 3 clusters Score -555132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -555229.812500 Penalty: 830.721252
	Iteration 14Q: 3 clusters Score -555229.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -555311.687500 Penalty: 830.721252
	Iteration 15Q: 3 clusters Score -555311.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -555385.500000 Penalty: 830.721252
	Iteration 16Q: 3 clusters Score -555385.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -555447.250000 Penalty: 830.721252
	Iteration 17Q: 3 clusters Score -555447.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -555504.750000 Penalty: 830.721252
	Iteration 18Q: 3 clusters Score -555504.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -555539.812500 Penalty: 830.721252
	Iteration 19Q: 3 clusters Score -555539.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -555563.312500 Penalty: 830.721252
	Iteration 20F: 3 clusters Score -555563.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -555583.500000 Penalty: 830.721252
	Iteration 21Q: 3 clusters Score -555583.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -555599.500000 Penalty: 830.721252
	Iteration 22Q: 3 clusters Score -555599.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -555617.625000 Penalty: 830.721252
	Iteration 23Q: 3 clusters Score -555617.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -555629.562500 Penalty: 830.721252
	Iteration 24Q: 3 clusters Score -555629.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -555641.937500 Penalty: 830.721252
	Iteration 25Q: 3 clusters Score -555641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -555650.250000 Penalty: 830.721252
	Iteration 26Q: 3 clusters Score -555650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -555656.125000 Penalty: 830.721252
	Iteration 27Q: 3 clusters Score -555656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -555659.250000 Penalty: 830.721252
	Iteration 28Q: 3 clusters Score -555659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -555661.625000 Penalty: 830.721252
	Iteration 29Q: 3 clusters Score -555661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -555664.875000 Penalty: 830.721252
	Iteration 30Q: 3 clusters Score -555664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -555668.125000 Penalty: 830.721252
	Iteration 31Q: 3 clusters Score -555668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -555669.937500 Penalty: 830.721252
	Iteration 32Q: 3 clusters Score -555669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -555670.437500 Penalty: 830.721252
	Iteration 33Q: 3 clusters Score -555670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -555671.500000 Penalty: 830.721252
	Iteration 34Q: 3 clusters Score -555671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -555670.812500 Penalty: 830.721252
	Iteration 35Q: 3 clusters Score -555670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -555670.812500 Penalty: 830.721252
	Iteration 36F: 3 clusters Score -555670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Entering Unmasked Estep 
Score: -4374156.000000 Penalty: 509.450165
	Iteration 0F: 2 clusters Score -4374156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4324980.000000 Penalty: 1018.900330
	Iteration 0F: 3 clusters Score -4324980 nChanged 35574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4346357.500000 Penalty: 1018.900330
	Iteration 1F: 3 clusters Score -4346358 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4347562.500000 Penalty: 1018.900330
	Iteration 2Q: 3 clusters Score -4347562 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4350117.000000 Penalty: 1018.900330
	Iteration 3F: 3 clusters Score -4350117 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4354774.000000 Penalty: 1018.900330
	Iteration 4F: 3 clusters Score -4354774 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4361623.500000 Penalty: 1018.900330
	Iteration 5F: 3 clusters Score -4361624 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4368357.500000 Penalty: 1018.900330
	Iteration 6F: 3 clusters Score -4368358 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4372009.000000 Penalty: 1018.900330
	Iteration 7Q: 3 clusters Score -4372009 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4373160.000000 Penalty: 1018.900330
	Iteration 8Q: 3 clusters Score -4373160 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4373500.000000 Penalty: 1018.900330
	Iteration 9Q: 3 clusters Score -4373500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4373614.500000 Penalty: 1018.900330
	Iteration 10Q: 3 clusters Score -4373614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4373657.500000 Penalty: 1018.900330
	Iteration 11Q: 3 clusters Score -4373658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4373674.000000 Penalty: 1018.900330
	Iteration 12Q: 3 clusters Score -4373674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4373683.500000 Penalty: 1018.900330
	Iteration 13Q: 3 clusters Score -4373684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4373686.000000 Penalty: 1018.900330
	Iteration 14Q: 3 clusters Score -4373686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4373688.000000 Penalty: 1018.900330
	Iteration 15Q: 3 clusters Score -4373688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4373696.500000 Penalty: 1018.900330
	Iteration 16Q: 3 clusters Score -4373696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4373701.000000 Penalty: 1018.900330
	Iteration 17Q: 3 clusters Score -4373701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4373706.000000 Penalty: 1018.900330
	Iteration 18Q: 3 clusters Score -4373706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4373706.500000 Penalty: 1018.900330
	Iteration 19Q: 3 clusters Score -4373706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4373709.000000 Penalty: 1018.900330
	Iteration 20F: 3 clusters Score -4373709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (122759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Entering Unmasked Estep 
Score: -7398861.000000 Penalty: 533.168030
	Iteration 0F: 2 clusters Score -7398861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -7316851.000000 Penalty: 1066.336060
	Iteration 0F: 3 clusters Score -7316851 nChanged 60470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -7353900.000000 Penalty: 1066.336060
	Iteration 1F: 3 clusters Score -7353900 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -7355667.000000 Penalty: 1066.336060
	Iteration 2Q: 3 clusters Score -7355667 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -7358800.000000 Penalty: 1066.336060
	Iteration 3Q: 3 clusters Score -7358800 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -7364053.000000 Penalty: 1066.336060
	Iteration 4F: 3 clusters Score -7364053 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -7371496.500000 Penalty: 1066.336060
	Iteration 5F: 3 clusters Score -7371496 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -7378383.000000 Penalty: 1066.336060
	Iteration 6F: 3 clusters Score -7378383 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -7381763.500000 Penalty: 1066.336060
	Iteration 7F: 3 clusters Score -7381764 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -7383209.500000 Penalty: 1066.336060
	Iteration 8Q: 3 clusters Score -7383210 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -7384490.500000 Penalty: 1066.336060
	Iteration 9Q: 3 clusters Score -7384490 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -7386092.000000 Penalty: 1066.336060
	Iteration 10Q: 3 clusters Score -7386092 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -7388140.000000 Penalty: 1066.336060
	Iteration 11Q: 3 clusters Score -7388140 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -7390335.500000 Penalty: 1066.336060
	Iteration 12Q: 3 clusters Score -7390336 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -7392616.000000 Penalty: 1066.336060
	Iteration 13Q: 3 clusters Score -7392616 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -7394616.000000 Penalty: 1066.336060
	Iteration 14Q: 3 clusters Score -7394616 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -7396105.500000 Penalty: 1066.336060
	Iteration 15Q: 3 clusters Score -7396106 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -7397041.500000 Penalty: 1066.336060
	Iteration 16Q: 3 clusters Score -7397042 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -7397561.500000 Penalty: 1066.336060
	Iteration 17Q: 3 clusters Score -7397562 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -7397802.000000 Penalty: 1066.336060
	Iteration 18Q: 3 clusters Score -7397802 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -7397979.000000 Penalty: 1066.336060
	Iteration 19Q: 3 clusters Score -7397979 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -7398154.000000 Penalty: 1066.336060
	Iteration 20F: 3 clusters Score -7398154 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -7398222.500000 Penalty: 1066.336060
	Iteration 21Q: 3 clusters Score -7398222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -7398286.000000 Penalty: 1066.336060
	Iteration 22Q: 3 clusters Score -7398286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -7398345.500000 Penalty: 1066.336060
	Iteration 23Q: 3 clusters Score -7398346 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -7398380.000000 Penalty: 1066.336060
	Iteration 24Q: 3 clusters Score -7398380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -7398379.000000 Penalty: 1066.336060
	Iteration 25Q: 3 clusters Score -7398379 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -7398395.500000 Penalty: 1066.336060
	Iteration 26Q: 3 clusters Score -7398396 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -7398405.500000 Penalty: 1066.336060
	Iteration 27Q: 3 clusters Score -7398406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -7398438.000000 Penalty: 1066.336060
	Iteration 28Q: 3 clusters Score -7398438 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -7398451.000000 Penalty: 1066.336060
	Iteration 29Q: 3 clusters Score -7398451 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -7398437.500000 Penalty: 1066.336060
	Iteration 30Q: 3 clusters Score -7398438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -7398439.000000 Penalty: 1066.336060
	Iteration 31Q: 3 clusters Score -7398439 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -7398441.000000 Penalty: 1066.336060
	Iteration 32Q: 3 clusters Score -7398441 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -7398453.500000 Penalty: 1066.336060
	Iteration 33Q: 3 clusters Score -7398454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -7398435.500000 Penalty: 1066.336060
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Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 96070 members 
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Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 96117 members 
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Mstep: Class 2 contains 96187 members 
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Mstep: Class 1 contains 25953 members 
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Mstep: Class 1 contains 25900 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7398614 nChanged 47
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Mstep: Class 1 contains 24954 members 
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Mstep: Class 1 contains 24891 members 
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Mstep: Class 1 contains 24833 members 
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Mstep: Class 2 contains 97990 members 
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Mstep: Class 1 contains 24677 members 
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Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24473 members 
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	Iteration 100F: 3 clusters Score -7398631 nChanged 36
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Mstep: Class 1 contains 24396 members 
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	Iteration 104Q: 3 clusters Score -7398644 nChanged 46
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Mstep: Class 1 contains 24259 members 
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	Iteration 105Q: 3 clusters Score -7398647 nChanged 56
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	Iteration 106Q: 3 clusters Score -7398644 nChanged 46
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	Iteration 109Q: 3 clusters Score -7398655 nChanged 27
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	Iteration 110Q: 3 clusters Score -7398646 nChanged 28
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	Iteration 113Q: 3 clusters Score -7398659 nChanged 15
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	Iteration 114Q: 3 clusters Score -7398660 nChanged 10
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	Iteration 115Q: 3 clusters Score -7398662 nChanged 7
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	Iteration 116Q: 3 clusters Score -7398658 nChanged 5
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	Iteration 117Q: 3 clusters Score -7398660 nChanged 10
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	Iteration 118Q: 3 clusters Score -7398662 nChanged 6
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	Iteration 119Q: 3 clusters Score -7398658 nChanged 3
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	Iteration 120F: 3 clusters Score -7398651 nChanged 3
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	Iteration 121Q: 3 clusters Score -7398656 nChanged 2
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	Iteration 122Q: 3 clusters Score -7398655 nChanged 5
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7398652 nChanged 2
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	Iteration 124Q: 3 clusters Score -7398651 nChanged 3
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Entering Unmasked Estep 
Score: -7398652.500000 Penalty: 1066.336060
	Iteration 125Q: 3 clusters Score -7398652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -7398653.500000 Penalty: 1066.336060
	Iteration 126Q: 3 clusters Score -7398654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -7398652.500000 Penalty: 1066.336060
	Iteration 127Q: 3 clusters Score -7398652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -7398652.500000 Penalty: 1066.336060
	Iteration 128F: 3 clusters Score -7398652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -357386.406250 Penalty: 396.385681
	Iteration 0F: 2 clusters Score -357386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -353267.156250 Penalty: 792.771362
	Iteration 0F: 3 clusters Score -353267.2 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -354825.718750 Penalty: 792.771362
	Iteration 1F: 3 clusters Score -354825.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -355028.437500 Penalty: 792.771362
	Iteration 2F: 3 clusters Score -355028.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -355254.218750 Penalty: 792.771362
	Iteration 3F: 3 clusters Score -355254.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -355493.250000 Penalty: 792.771362
	Iteration 4F: 3 clusters Score -355493.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -355742.593750 Penalty: 792.771362
	Iteration 5F: 3 clusters Score -355742.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -355993.687500 Penalty: 792.771362
	Iteration 6F: 3 clusters Score -355993.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -356229.593750 Penalty: 792.771362
	Iteration 7F: 3 clusters Score -356229.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -356434.281250 Penalty: 792.771362
	Iteration 8Q: 3 clusters Score -356434.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -356572.937500 Penalty: 792.771362
	Iteration 9Q: 3 clusters Score -356572.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -356702.781250 Penalty: 792.771362
	Iteration 10Q: 3 clusters Score -356702.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -356799.500000 Penalty: 792.771362
	Iteration 11Q: 3 clusters Score -356799.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -356862.000000 Penalty: 792.771362
	Iteration 12Q: 3 clusters Score -356862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -356908.343750 Penalty: 792.771362
	Iteration 13Q: 3 clusters Score -356908.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -356941.625000 Penalty: 792.771362
	Iteration 14Q: 3 clusters Score -356941.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -356961.125000 Penalty: 792.771362
	Iteration 15Q: 3 clusters Score -356961.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356976.250000 Penalty: 792.771362
	Iteration 16Q: 3 clusters Score -356976.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -356987.906250 Penalty: 792.771362
	Iteration 17Q: 3 clusters Score -356987.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -356994.125000 Penalty: 792.771362
	Iteration 18Q: 3 clusters Score -356994.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -357002.625000 Penalty: 792.771362
	Iteration 19Q: 3 clusters Score -357002.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -357010.812500 Penalty: 792.771362
	Iteration 20F: 3 clusters Score -357010.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -357017.531250 Penalty: 792.771362
	Iteration 21Q: 3 clusters Score -357017.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -357025.437500 Penalty: 792.771362
	Iteration 22Q: 3 clusters Score -357025.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -357034.718750 Penalty: 792.771362
	Iteration 23Q: 3 clusters Score -357034.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -357043.406250 Penalty: 792.771362
	Iteration 24Q: 3 clusters Score -357043.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -357052.312500 Penalty: 792.771362
	Iteration 25Q: 3 clusters Score -357052.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -357061.437500 Penalty: 792.771362
	Iteration 26Q: 3 clusters Score -357061.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -357074.125000 Penalty: 792.771362
	Iteration 27Q: 3 clusters Score -357074.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -357089.031250 Penalty: 792.771362
	Iteration 28Q: 3 clusters Score -357089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -357099.562500 Penalty: 792.771362
	Iteration 29Q: 3 clusters Score -357099.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -357109.218750 Penalty: 792.771362
	Iteration 30Q: 3 clusters Score -357109.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -357114.281250 Penalty: 792.771362
	Iteration 31Q: 3 clusters Score -357114.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -357118.187500 Penalty: 792.771362
	Iteration 32Q: 3 clusters Score -357118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -357124.312500 Penalty: 792.771362
	Iteration 33Q: 3 clusters Score -357124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -357129.656250 Penalty: 792.771362
	Iteration 34Q: 3 clusters Score -357129.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -357133.000000 Penalty: 792.771362
	Iteration 35Q: 3 clusters Score -357133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -357137.906250 Penalty: 792.771362
	Iteration 36Q: 3 clusters Score -357137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -357142.500000 Penalty: 792.771362
	Iteration 37Q: 3 clusters Score -357142.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -357147.593750 Penalty: 792.771362
	Iteration 38Q: 3 clusters Score -357147.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -357156.312500 Penalty: 792.771362
	Iteration 39Q: 3 clusters Score -357156.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -357166.812500 Penalty: 792.771362
	Iteration 40F: 3 clusters Score -357166.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -357177.500000 Penalty: 792.771362
	Iteration 41Q: 3 clusters Score -357177.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -357183.656250 Penalty: 792.771362
	Iteration 42Q: 3 clusters Score -357183.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -357191.500000 Penalty: 792.771362
	Iteration 43Q: 3 clusters Score -357191.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -357198.812500 Penalty: 792.771362
	Iteration 44Q: 3 clusters Score -357198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -357205.625000 Penalty: 792.771362
	Iteration 45Q: 3 clusters Score -357205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -357210.312500 Penalty: 792.771362
	Iteration 46Q: 3 clusters Score -357210.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -357215.656250 Penalty: 792.771362
	Iteration 47Q: 3 clusters Score -357215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -357219.218750 Penalty: 792.771362
	Iteration 48Q: 3 clusters Score -357219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -357222.656250 Penalty: 792.771362
	Iteration 49Q: 3 clusters Score -357222.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -357227.312500 Penalty: 792.771362
	Iteration 50Q: 3 clusters Score -357227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -357232.625000 Penalty: 792.771362
	Iteration 51Q: 3 clusters Score -357232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -357236.531250 Penalty: 792.771362
	Iteration 52Q: 3 clusters Score -357236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -357239.187500 Penalty: 792.771362
	Iteration 53Q: 3 clusters Score -357239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -357242.468750 Penalty: 792.771362
	Iteration 54Q: 3 clusters Score -357242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -357248.312500 Penalty: 792.771362
	Iteration 55Q: 3 clusters Score -357248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -357252.750000 Penalty: 792.771362
	Iteration 56Q: 3 clusters Score -357252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -357258.250000 Penalty: 792.771362
	Iteration 57Q: 3 clusters Score -357258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -357262.562500 Penalty: 792.771362
	Iteration 58Q: 3 clusters Score -357262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -357264.468750 Penalty: 792.771362
	Iteration 59Q: 3 clusters Score -357264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -357265.250000 Penalty: 792.771362
	Iteration 60F: 3 clusters Score -357265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -357266.312500 Penalty: 792.771362
	Iteration 61Q: 3 clusters Score -357266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -357266.562500 Penalty: 792.771362
	Iteration 62Q: 3 clusters Score -357266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -357266.750000 Penalty: 792.771362
	Iteration 63Q: 3 clusters Score -357266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -357266.750000 Penalty: 792.771362
	Iteration 64F: 3 clusters Score -357266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Entering Unmasked Estep 
Score: -6771513.000000 Penalty: 529.208984
	Iteration 0F: 2 clusters Score -6771513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -6697204.500000 Penalty: 1058.417969
	Iteration 0F: 3 clusters Score -6697204 nChanged 55027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -6732143.000000 Penalty: 1058.417969
	Iteration 1F: 3 clusters Score -6732143 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -6735410.500000 Penalty: 1058.417969
	Iteration 2F: 3 clusters Score -6735410 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -6741117.000000 Penalty: 1058.417969
	Iteration 3F: 3 clusters Score -6741117 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -6749872.000000 Penalty: 1058.417969
	Iteration 4F: 3 clusters Score -6749872 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -6759390.000000 Penalty: 1058.417969
	Iteration 5F: 3 clusters Score -6759390 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 103963 members 
Entering Unmasked Estep 
Score: -6766268.000000 Penalty: 1058.417969
	Iteration 6F: 3 clusters Score -6766268 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -6769506.500000 Penalty: 1058.417969
	Iteration 7Q: 3 clusters Score -6769506 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -6770676.500000 Penalty: 1058.417969
	Iteration 8Q: 3 clusters Score -6770676 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 111445 members 
Entering Unmasked Estep 
Score: -6771048.500000 Penalty: 1058.417969
	Iteration 9Q: 3 clusters Score -6771048 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -6771147.000000 Penalty: 1058.417969
	Iteration 10Q: 3 clusters Score -6771147 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 112079 members 
Entering Unmasked Estep 
Score: -6771177.000000 Penalty: 1058.417969
	Iteration 11Q: 3 clusters Score -6771177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -6771195.000000 Penalty: 1058.417969
	Iteration 12Q: 3 clusters Score -6771195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -6771225.000000 Penalty: 1058.417969
	Iteration 13Q: 3 clusters Score -6771225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 112251 members 
Entering Unmasked Estep 
Score: -6771238.500000 Penalty: 1058.417969
	Iteration 14Q: 3 clusters Score -6771238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -6771261.000000 Penalty: 1058.417969
	Iteration 15Q: 3 clusters Score -6771261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -6771255.500000 Penalty: 1058.417969
	Iteration 16Q: 3 clusters Score -6771256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -6771262.000000 Penalty: 1058.417969
	Iteration 17Q: 3 clusters Score -6771262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -6771263.500000 Penalty: 1058.417969
	Iteration 18Q: 3 clusters Score -6771264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -6771259.000000 Penalty: 1058.417969
	Iteration 19Q: 3 clusters Score -6771259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -6771259.000000 Penalty: 1058.417969
	Iteration 20F: 3 clusters Score -6771259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -6771256.000000 Penalty: 1058.417969
	Iteration 21Q: 3 clusters Score -6771256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -6771253.500000 Penalty: 1058.417969
	Iteration 22Q: 3 clusters Score -6771254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 112315 members 
Entering Unmasked Estep 
Score: -6771256.500000 Penalty: 1058.417969
	Iteration 23Q: 3 clusters Score -6771256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -6771249.500000 Penalty: 1058.417969
	Iteration 24Q: 3 clusters Score -6771250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -6771254.000000 Penalty: 1058.417969
	Iteration 25Q: 3 clusters Score -6771254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -6771253.000000 Penalty: 1058.417969
	Iteration 26Q: 3 clusters Score -6771253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -6771256.000000 Penalty: 1058.417969
	Iteration 27Q: 3 clusters Score -6771256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -6771251.500000 Penalty: 1058.417969
	Iteration 28Q: 3 clusters Score -6771252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -6771253.000000 Penalty: 1058.417969
	Iteration 29Q: 3 clusters Score -6771253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -6771249.500000 Penalty: 1058.417969
	Iteration 30Q: 3 clusters Score -6771250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -6771249.500000 Penalty: 1058.417969
	Iteration 31F: 3 clusters Score -6771250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Entering Unmasked Estep 
Score: -949743.000000 Penalty: 439.972504
	Iteration 0F: 2 clusters Score -949743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -939273.187500 Penalty: 879.945007
	Iteration 0F: 3 clusters Score -939273.2 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -943649.437500 Penalty: 879.945007
	Iteration 1F: 3 clusters Score -943649.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -944039.562500 Penalty: 879.945007
	Iteration 2F: 3 clusters Score -944039.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -944627.062500 Penalty: 879.945007
	Iteration 3F: 3 clusters Score -944627.1 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -945505.000000 Penalty: 879.945007
	Iteration 4F: 3 clusters Score -945505 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -946428.562500 Penalty: 879.945007
	Iteration 5F: 3 clusters Score -946428.6 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -947137.250000 Penalty: 879.945007
	Iteration 6F: 3 clusters Score -947137.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -947462.125000 Penalty: 879.945007
	Iteration 7Q: 3 clusters Score -947462.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -947583.375000 Penalty: 879.945007
	Iteration 8Q: 3 clusters Score -947583.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -947638.625000 Penalty: 879.945007
	Iteration 9Q: 3 clusters Score -947638.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -947671.000000 Penalty: 879.945007
	Iteration 10Q: 3 clusters Score -947671 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -947699.687500 Penalty: 879.945007
	Iteration 11Q: 3 clusters Score -947699.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -947719.812500 Penalty: 879.945007
	Iteration 12Q: 3 clusters Score -947719.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -947739.187500 Penalty: 879.945007
	Iteration 13Q: 3 clusters Score -947739.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -947762.000000 Penalty: 879.945007
	Iteration 14Q: 3 clusters Score -947762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -947774.125000 Penalty: 879.945007
	Iteration 15Q: 3 clusters Score -947774.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -947794.062500 Penalty: 879.945007
	Iteration 16Q: 3 clusters Score -947794.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -947804.500000 Penalty: 879.945007
	Iteration 17Q: 3 clusters Score -947804.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -947813.562500 Penalty: 879.945007
	Iteration 18Q: 3 clusters Score -947813.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -947824.375000 Penalty: 879.945007
	Iteration 19Q: 3 clusters Score -947824.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -947832.125000 Penalty: 879.945007
	Iteration 20F: 3 clusters Score -947832.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -947837.562500 Penalty: 879.945007
	Iteration 21Q: 3 clusters Score -947837.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -947848.312500 Penalty: 879.945007
	Iteration 22Q: 3 clusters Score -947848.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -947868.437500 Penalty: 879.945007
	Iteration 23Q: 3 clusters Score -947868.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -947890.187500 Penalty: 879.945007
	Iteration 24Q: 3 clusters Score -947890.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -947917.937500 Penalty: 879.945007
	Iteration 25Q: 3 clusters Score -947917.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -947948.125000 Penalty: 879.945007
	Iteration 26Q: 3 clusters Score -947948.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -947981.937500 Penalty: 879.945007
	Iteration 27Q: 3 clusters Score -947981.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -948011.187500 Penalty: 879.945007
	Iteration 28Q: 3 clusters Score -948011.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -948036.937500 Penalty: 879.945007
	Iteration 29Q: 3 clusters Score -948036.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -948061.312500 Penalty: 879.945007
	Iteration 30Q: 3 clusters Score -948061.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -948077.625000 Penalty: 879.945007
	Iteration 31Q: 3 clusters Score -948077.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -948095.437500 Penalty: 879.945007
	Iteration 32Q: 3 clusters Score -948095.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -948114.000000 Penalty: 879.945007
	Iteration 33Q: 3 clusters Score -948114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -948131.875000 Penalty: 879.945007
	Iteration 34Q: 3 clusters Score -948131.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -948149.062500 Penalty: 879.945007
	Iteration 35Q: 3 clusters Score -948149.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -948161.312500 Penalty: 879.945007
	Iteration 36Q: 3 clusters Score -948161.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -948178.625000 Penalty: 879.945007
	Iteration 37Q: 3 clusters Score -948178.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -948190.437500 Penalty: 879.945007
	Iteration 38Q: 3 clusters Score -948190.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -948202.875000 Penalty: 879.945007
	Iteration 39Q: 3 clusters Score -948202.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -948211.187500 Penalty: 879.945007
	Iteration 40F: 3 clusters Score -948211.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -948223.562500 Penalty: 879.945007
	Iteration 41Q: 3 clusters Score -948223.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -948235.812500 Penalty: 879.945007
	Iteration 42Q: 3 clusters Score -948235.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -948245.937500 Penalty: 879.945007
	Iteration 43Q: 3 clusters Score -948245.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -948262.625000 Penalty: 879.945007
	Iteration 44Q: 3 clusters Score -948262.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -948273.750000 Penalty: 879.945007
	Iteration 45Q: 3 clusters Score -948273.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -948286.687500 Penalty: 879.945007
	Iteration 46Q: 3 clusters Score -948286.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -948300.937500 Penalty: 879.945007
	Iteration 47Q: 3 clusters Score -948300.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -948311.312500 Penalty: 879.945007
	Iteration 48Q: 3 clusters Score -948311.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -948322.250000 Penalty: 879.945007
	Iteration 49Q: 3 clusters Score -948322.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -948332.250000 Penalty: 879.945007
	Iteration 50Q: 3 clusters Score -948332.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -948344.312500 Penalty: 879.945007
	Iteration 51Q: 3 clusters Score -948344.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -948352.687500 Penalty: 879.945007
	Iteration 52Q: 3 clusters Score -948352.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -948358.187500 Penalty: 879.945007
	Iteration 53Q: 3 clusters Score -948358.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -948367.250000 Penalty: 879.945007
	Iteration 54Q: 3 clusters Score -948367.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -948373.937500 Penalty: 879.945007
	Iteration 55Q: 3 clusters Score -948373.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -948380.187500 Penalty: 879.945007
	Iteration 56Q: 3 clusters Score -948380.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -948390.875000 Penalty: 879.945007
	Iteration 57Q: 3 clusters Score -948390.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -948401.187500 Penalty: 879.945007
	Iteration 58Q: 3 clusters Score -948401.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -948410.250000 Penalty: 879.945007
	Iteration 59Q: 3 clusters Score -948410.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -948410.750000 Penalty: 879.945007
	Iteration 60F: 3 clusters Score -948410.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -948413.250000 Penalty: 879.945007
	Iteration 61Q: 3 clusters Score -948413.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -948418.625000 Penalty: 879.945007
	Iteration 62Q: 3 clusters Score -948418.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -948423.125000 Penalty: 879.945007
	Iteration 63Q: 3 clusters Score -948423.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -948427.625000 Penalty: 879.945007
	Iteration 64Q: 3 clusters Score -948427.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -948429.625000 Penalty: 879.945007
	Iteration 65Q: 3 clusters Score -948429.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -948433.250000 Penalty: 879.945007
	Iteration 66Q: 3 clusters Score -948433.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -948437.250000 Penalty: 879.945007
	Iteration 67Q: 3 clusters Score -948437.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -948439.625000 Penalty: 879.945007
	Iteration 68Q: 3 clusters Score -948439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -948442.750000 Penalty: 879.945007
	Iteration 69Q: 3 clusters Score -948442.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -948449.687500 Penalty: 879.945007
	Iteration 70Q: 3 clusters Score -948449.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -948456.000000 Penalty: 879.945007
	Iteration 71Q: 3 clusters Score -948456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -948461.187500 Penalty: 879.945007
	Iteration 72Q: 3 clusters Score -948461.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -948468.812500 Penalty: 879.945007
	Iteration 73Q: 3 clusters Score -948468.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -948483.937500 Penalty: 879.945007
	Iteration 74Q: 3 clusters Score -948483.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -948494.562500 Penalty: 879.945007
	Iteration 75Q: 3 clusters Score -948494.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -948507.625000 Penalty: 879.945007
	Iteration 76Q: 3 clusters Score -948507.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -948521.687500 Penalty: 879.945007
	Iteration 77Q: 3 clusters Score -948521.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -948535.375000 Penalty: 879.945007
	Iteration 78Q: 3 clusters Score -948535.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -948556.250000 Penalty: 879.945007
	Iteration 79Q: 3 clusters Score -948556.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -948577.812500 Penalty: 879.945007
	Iteration 80F: 3 clusters Score -948577.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -948598.812500 Penalty: 879.945007
	Iteration 81Q: 3 clusters Score -948598.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -948623.187500 Penalty: 879.945007
	Iteration 82Q: 3 clusters Score -948623.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -948651.937500 Penalty: 879.945007
	Iteration 83Q: 3 clusters Score -948651.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -948679.375000 Penalty: 879.945007
	Iteration 84Q: 3 clusters Score -948679.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -948701.875000 Penalty: 879.945007
	Iteration 85Q: 3 clusters Score -948701.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -948728.437500 Penalty: 879.945007
	Iteration 86Q: 3 clusters Score -948728.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -948765.187500 Penalty: 879.945007
	Iteration 87Q: 3 clusters Score -948765.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -948797.000000 Penalty: 879.945007
	Iteration 88Q: 3 clusters Score -948797 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -948828.375000 Penalty: 879.945007
	Iteration 89Q: 3 clusters Score -948828.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -948849.937500 Penalty: 879.945007
	Iteration 90Q: 3 clusters Score -948849.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -948870.125000 Penalty: 879.945007
	Iteration 91Q: 3 clusters Score -948870.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -948884.625000 Penalty: 879.945007
	Iteration 92Q: 3 clusters Score -948884.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -948898.812500 Penalty: 879.945007
	Iteration 93Q: 3 clusters Score -948898.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -948910.000000 Penalty: 879.945007
	Iteration 94Q: 3 clusters Score -948910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -948931.500000 Penalty: 879.945007
	Iteration 95Q: 3 clusters Score -948931.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -948944.437500 Penalty: 879.945007
	Iteration 96Q: 3 clusters Score -948944.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -948958.875000 Penalty: 879.945007
	Iteration 97Q: 3 clusters Score -948958.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -948979.000000 Penalty: 879.945007
	Iteration 98Q: 3 clusters Score -948979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -949000.062500 Penalty: 879.945007
	Iteration 99Q: 3 clusters Score -949000.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -949020.750000 Penalty: 879.945007
	Iteration 100F: 3 clusters Score -949020.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -949037.000000 Penalty: 879.945007
	Iteration 101Q: 3 clusters Score -949037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -949054.812500 Penalty: 879.945007
	Iteration 102Q: 3 clusters Score -949054.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -949080.437500 Penalty: 879.945007
	Iteration 103Q: 3 clusters Score -949080.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -949100.437500 Penalty: 879.945007
	Iteration 104Q: 3 clusters Score -949100.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -949115.750000 Penalty: 879.945007
	Iteration 105Q: 3 clusters Score -949115.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -949130.812500 Penalty: 879.945007
	Iteration 106Q: 3 clusters Score -949130.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -949145.937500 Penalty: 879.945007
	Iteration 107Q: 3 clusters Score -949145.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -949154.500000 Penalty: 879.945007
	Iteration 108Q: 3 clusters Score -949154.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -949167.500000 Penalty: 879.945007
	Iteration 109Q: 3 clusters Score -949167.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -949182.750000 Penalty: 879.945007
	Iteration 110Q: 3 clusters Score -949182.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -949200.250000 Penalty: 879.945007
	Iteration 111Q: 3 clusters Score -949200.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -949219.375000 Penalty: 879.945007
	Iteration 112Q: 3 clusters Score -949219.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -949235.000000 Penalty: 879.945007
	Iteration 113Q: 3 clusters Score -949235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -949243.500000 Penalty: 879.945007
	Iteration 114Q: 3 clusters Score -949243.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -949249.000000 Penalty: 879.945007
	Iteration 115Q: 3 clusters Score -949249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -949255.562500 Penalty: 879.945007
	Iteration 116Q: 3 clusters Score -949255.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -949262.750000 Penalty: 879.945007
	Iteration 117Q: 3 clusters Score -949262.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -949268.000000 Penalty: 879.945007
	Iteration 118Q: 3 clusters Score -949268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -949275.000000 Penalty: 879.945007
	Iteration 119Q: 3 clusters Score -949275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -949285.000000 Penalty: 879.945007
	Iteration 120F: 3 clusters Score -949285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -949292.687500 Penalty: 879.945007
	Iteration 121Q: 3 clusters Score -949292.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -949297.187500 Penalty: 879.945007
	Iteration 122Q: 3 clusters Score -949297.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -949303.687500 Penalty: 879.945007
	Iteration 123Q: 3 clusters Score -949303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -949305.750000 Penalty: 879.945007
	Iteration 124Q: 3 clusters Score -949305.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -949309.250000 Penalty: 879.945007
	Iteration 125Q: 3 clusters Score -949309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -949312.250000 Penalty: 879.945007
	Iteration 126Q: 3 clusters Score -949312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -949312.125000 Penalty: 879.945007
	Iteration 127Q: 3 clusters Score -949312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -949312.312500 Penalty: 879.945007
	Iteration 128Q: 3 clusters Score -949312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -949312.062500 Penalty: 879.945007
	Iteration 129Q: 3 clusters Score -949312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -949312.812500 Penalty: 879.945007
	Iteration 130Q: 3 clusters Score -949312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -949313.562500 Penalty: 879.945007
	Iteration 131Q: 3 clusters Score -949313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -949314.875000 Penalty: 879.945007
	Iteration 132Q: 3 clusters Score -949314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -949315.000000 Penalty: 879.945007
	Iteration 133Q: 3 clusters Score -949315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -949316.687500 Penalty: 879.945007
	Iteration 134Q: 3 clusters Score -949316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -949320.875000 Penalty: 879.945007
	Iteration 135Q: 3 clusters Score -949320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -949322.750000 Penalty: 879.945007
	Iteration 136Q: 3 clusters Score -949322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -949325.000000 Penalty: 879.945007
	Iteration 137Q: 3 clusters Score -949325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -949324.500000 Penalty: 879.945007
	Iteration 138Q: 3 clusters Score -949324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -949323.000000 Penalty: 879.945007
	Iteration 139Q: 3 clusters Score -949323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -949324.562500 Penalty: 879.945007
	Iteration 140F: 3 clusters Score -949324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -949324.812500 Penalty: 879.945007
	Iteration 141Q: 3 clusters Score -949324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -949326.000000 Penalty: 879.945007
	Iteration 142Q: 3 clusters Score -949326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -949324.437500 Penalty: 879.945007
	Iteration 143Q: 3 clusters Score -949324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -949327.375000 Penalty: 879.945007
	Iteration 144Q: 3 clusters Score -949327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -949328.687500 Penalty: 879.945007
	Iteration 145Q: 3 clusters Score -949328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -949329.937500 Penalty: 879.945007
	Iteration 146Q: 3 clusters Score -949329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -949330.187500 Penalty: 879.945007
	Iteration 147Q: 3 clusters Score -949330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -949330.187500 Penalty: 879.945007
	Iteration 148Q: 3 clusters Score -949330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -949330.250000 Penalty: 879.945007
	Iteration 149Q: 3 clusters Score -949330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -949330.437500 Penalty: 879.945007
	Iteration 150Q: 3 clusters Score -949330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -949329.937500 Penalty: 879.945007
	Iteration 151Q: 3 clusters Score -949329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -949330.937500 Penalty: 879.945007
	Iteration 152Q: 3 clusters Score -949330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -949331.375000 Penalty: 879.945007
	Iteration 153Q: 3 clusters Score -949331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -949333.000000 Penalty: 879.945007
	Iteration 154Q: 3 clusters Score -949333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -949334.187500 Penalty: 879.945007
	Iteration 155Q: 3 clusters Score -949334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -949334.187500 Penalty: 879.945007
	Iteration 156Q: 3 clusters Score -949334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -949334.312500 Penalty: 879.945007
	Iteration 157Q: 3 clusters Score -949334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -949335.125000 Penalty: 879.945007
	Iteration 158Q: 3 clusters Score -949335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -949337.250000 Penalty: 879.945007
	Iteration 159Q: 3 clusters Score -949337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -949336.687500 Penalty: 879.945007
	Iteration 160F: 3 clusters Score -949336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -949338.562500 Penalty: 879.945007
	Iteration 161Q: 3 clusters Score -949338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -949338.062500 Penalty: 879.945007
	Iteration 162Q: 3 clusters Score -949338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -949340.437500 Penalty: 879.945007
	Iteration 163Q: 3 clusters Score -949340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -949339.687500 Penalty: 879.945007
	Iteration 164Q: 3 clusters Score -949339.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -949341.187500 Penalty: 879.945007
	Iteration 165Q: 3 clusters Score -949341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -949341.937500 Penalty: 879.945007
	Iteration 166Q: 3 clusters Score -949341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -949342.562500 Penalty: 879.945007
	Iteration 167Q: 3 clusters Score -949342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -949342.125000 Penalty: 879.945007
	Iteration 168Q: 3 clusters Score -949342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -949342.125000 Penalty: 879.945007
	Iteration 169F: 3 clusters Score -949342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -10752.821289 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -10752.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10496.032227 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -10496.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10559.976562 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -10559.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10570.167969 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -10570.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10579.606445 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -10579.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10586.200195 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -10586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10588.830078 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -10588.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10594.243164 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -10594.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10607.293945 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -10607.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10608.442383 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -10608.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10609.976562 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -10609.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10611.028320 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -10611.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10614.858398 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -10614.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10615.110352 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -10615.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10615.110352 Penalty: 473.564606
	Iteration 13F: 3 clusters Score -10615.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28018.541016 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28018.54 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28259.605469 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28259.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28329.781250 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28329.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28362.470703 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28362.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28395.925781 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -28395.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28423.945312 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -28423.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28440.699219 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28450.433594 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28450.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28454.396484 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28456.029297 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28456.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28458.003906 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28458.003906 Penalty: 561.434570
	Iteration 11F: 3 clusters Score -28458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5458.547852 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5458.548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5514.791016 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5514.791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5516.729980 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5516.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5522.974121 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5522.974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5525.575684 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -5525.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5525.575684 Penalty: 409.482697
	Iteration 5F: 3 clusters Score -5525.576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7604.374512 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7604.375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7664.244141 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7664.244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7675.175781 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -7675.176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7681.908691 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7681.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7685.258301 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7685.258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7688.341309 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7688.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7694.643066 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7694.643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7708.160645 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7708.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7718.001465 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7718.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7720.801758 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -7720.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7720.801758 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -7720.802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11207.473633 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11207.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11283.886719 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11283.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11316.985352 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11316.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11343.400391 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11361.116211 Penalty: 499.116516
	Iteration 4F: 3 clusters Score -11361.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11392.526367 Penalty: 499.116516
	Iteration 5F: 3 clusters Score -11392.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11408.442383 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11408.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11415.243164 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11415.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11418.559570 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11418.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11419.249023 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11419.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11419.249023 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -11419.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -323706.093750 Penalty: 392.713135
	Iteration 0F: 2 clusters Score -323706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -320000.625000 Penalty: 785.426270
	Iteration 0F: 3 clusters Score -320000.6 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -321543.437500 Penalty: 785.426270
	Iteration 1F: 3 clusters Score -321543.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -321737.906250 Penalty: 785.426270
	Iteration 2F: 3 clusters Score -321737.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -321916.875000 Penalty: 785.426270
	Iteration 3F: 3 clusters Score -321916.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -322137.562500 Penalty: 785.426270
	Iteration 4F: 3 clusters Score -322137.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -322383.281250 Penalty: 785.426270
	Iteration 5F: 3 clusters Score -322383.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -322653.218750 Penalty: 785.426270
	Iteration 6F: 3 clusters Score -322653.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322864.625000 Penalty: 785.426270
	Iteration 7Q: 3 clusters Score -322864.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -322990.031250 Penalty: 785.426270
	Iteration 8Q: 3 clusters Score -322990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -323070.375000 Penalty: 785.426270
	Iteration 9Q: 3 clusters Score -323070.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -323135.500000 Penalty: 785.426270
	Iteration 10Q: 3 clusters Score -323135.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -323183.312500 Penalty: 785.426270
	Iteration 11Q: 3 clusters Score -323183.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -323219.062500 Penalty: 785.426270
	Iteration 12Q: 3 clusters Score -323219.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -323245.718750 Penalty: 785.426270
	Iteration 13Q: 3 clusters Score -323245.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -323257.500000 Penalty: 785.426270
	Iteration 14Q: 3 clusters Score -323257.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -323268.656250 Penalty: 785.426270
	Iteration 15Q: 3 clusters Score -323268.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -323278.437500 Penalty: 785.426270
	Iteration 16Q: 3 clusters Score -323278.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -323287.750000 Penalty: 785.426270
	Iteration 17Q: 3 clusters Score -323287.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -323300.968750 Penalty: 785.426270
	Iteration 18Q: 3 clusters Score -323301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -323315.875000 Penalty: 785.426270
	Iteration 19Q: 3 clusters Score -323315.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -323326.781250 Penalty: 785.426270
	Iteration 20F: 3 clusters Score -323326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -323336.218750 Penalty: 785.426270
	Iteration 21Q: 3 clusters Score -323336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -323348.000000 Penalty: 785.426270
	Iteration 22Q: 3 clusters Score -323348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -323357.187500 Penalty: 785.426270
	Iteration 23Q: 3 clusters Score -323357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -323363.531250 Penalty: 785.426270
	Iteration 24Q: 3 clusters Score -323363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -323369.562500 Penalty: 785.426270
	Iteration 25Q: 3 clusters Score -323369.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -323377.218750 Penalty: 785.426270
	Iteration 26Q: 3 clusters Score -323377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -323382.062500 Penalty: 785.426270
	Iteration 27Q: 3 clusters Score -323382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -323384.937500 Penalty: 785.426270
	Iteration 28Q: 3 clusters Score -323384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -323387.375000 Penalty: 785.426270
	Iteration 29Q: 3 clusters Score -323387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -323387.656250 Penalty: 785.426270
	Iteration 30Q: 3 clusters Score -323387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -323390.781250 Penalty: 785.426270
	Iteration 31Q: 3 clusters Score -323390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -323394.718750 Penalty: 785.426270
	Iteration 32Q: 3 clusters Score -323394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -323397.187500 Penalty: 785.426270
	Iteration 33Q: 3 clusters Score -323397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -323397.468750 Penalty: 785.426270
	Iteration 34Q: 3 clusters Score -323397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -323398.218750 Penalty: 785.426270
	Iteration 35Q: 3 clusters Score -323398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -323399.156250 Penalty: 785.426270
	Iteration 36Q: 3 clusters Score -323399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -323400.312500 Penalty: 785.426270
	Iteration 37Q: 3 clusters Score -323400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -323401.375000 Penalty: 785.426270
	Iteration 38Q: 3 clusters Score -323401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -323401.625000 Penalty: 785.426270
	Iteration 39Q: 3 clusters Score -323401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -323402.343750 Penalty: 785.426270
	Iteration 40F: 3 clusters Score -323402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -323404.531250 Penalty: 785.426270
	Iteration 41Q: 3 clusters Score -323404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -323406.250000 Penalty: 785.426270
	Iteration 42Q: 3 clusters Score -323406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -323408.593750 Penalty: 785.426270
	Iteration 43Q: 3 clusters Score -323408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -323411.031250 Penalty: 785.426270
	Iteration 44Q: 3 clusters Score -323411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -323411.968750 Penalty: 785.426270
	Iteration 45Q: 3 clusters Score -323412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -323413.593750 Penalty: 785.426270
	Iteration 46Q: 3 clusters Score -323413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -323414.968750 Penalty: 785.426270
	Iteration 47Q: 3 clusters Score -323415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -323416.187500 Penalty: 785.426270
	Iteration 48Q: 3 clusters Score -323416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -323416.750000 Penalty: 785.426270
	Iteration 49Q: 3 clusters Score -323416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -323418.281250 Penalty: 785.426270
	Iteration 50Q: 3 clusters Score -323418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -323420.656250 Penalty: 785.426270
	Iteration 51Q: 3 clusters Score -323420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -323422.312500 Penalty: 785.426270
	Iteration 52Q: 3 clusters Score -323422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -323424.312500 Penalty: 785.426270
	Iteration 53Q: 3 clusters Score -323424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -323425.906250 Penalty: 785.426270
	Iteration 54Q: 3 clusters Score -323425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -323426.437500 Penalty: 785.426270
	Iteration 55Q: 3 clusters Score -323426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -323427.656250 Penalty: 785.426270
	Iteration 56Q: 3 clusters Score -323427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -323428.562500 Penalty: 785.426270
	Iteration 57Q: 3 clusters Score -323428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -323428.187500 Penalty: 785.426270
	Iteration 58Q: 3 clusters Score -323428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -323429.468750 Penalty: 785.426270
	Iteration 59Q: 3 clusters Score -323429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -323430.937500 Penalty: 785.426270
	Iteration 60F: 3 clusters Score -323430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -323432.875000 Penalty: 785.426270
	Iteration 61Q: 3 clusters Score -323432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -323435.593750 Penalty: 785.426270
	Iteration 62Q: 3 clusters Score -323435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -323436.875000 Penalty: 785.426270
	Iteration 63Q: 3 clusters Score -323436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -323437.531250 Penalty: 785.426270
	Iteration 64Q: 3 clusters Score -323437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -323437.531250 Penalty: 785.426270
	Iteration 65Q: 3 clusters Score -323437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -323438.031250 Penalty: 785.426270
	Iteration 66Q: 3 clusters Score -323438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -323438.031250 Penalty: 785.426270
	Iteration 67F: 3 clusters Score -323438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Entering Unmasked Estep 
Score: -2113256.000000 Penalty: 475.048401
	Iteration 0F: 2 clusters Score -2113256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2090298.125000 Penalty: 950.096802
	Iteration 0F: 3 clusters Score -2090298 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2100466.500000 Penalty: 950.096802
	Iteration 1F: 3 clusters Score -2100466 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2101323.250000 Penalty: 950.096802
	Iteration 2F: 3 clusters Score -2101323 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2102723.750000 Penalty: 950.096802
	Iteration 3F: 3 clusters Score -2102724 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2104803.250000 Penalty: 950.096802
	Iteration 4F: 3 clusters Score -2104803 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -2107441.000000 Penalty: 950.096802
	Iteration 5F: 3 clusters Score -2107441 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -2109834.000000 Penalty: 950.096802
	Iteration 6F: 3 clusters Score -2109834 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2111464.000000 Penalty: 950.096802
	Iteration 7Q: 3 clusters Score -2111464 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -2112264.250000 Penalty: 950.096802
	Iteration 8Q: 3 clusters Score -2112264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -2112565.000000 Penalty: 950.096802
	Iteration 9Q: 3 clusters Score -2112565 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -2112700.750000 Penalty: 950.096802
	Iteration 10Q: 3 clusters Score -2112701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -2112758.000000 Penalty: 950.096802
	Iteration 11Q: 3 clusters Score -2112758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -2112791.000000 Penalty: 950.096802
	Iteration 12Q: 3 clusters Score -2112791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -2112818.250000 Penalty: 950.096802
	Iteration 13Q: 3 clusters Score -2112818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -2112837.750000 Penalty: 950.096802
	Iteration 14Q: 3 clusters Score -2112838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -2112849.750000 Penalty: 950.096802
	Iteration 15Q: 3 clusters Score -2112850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -2112853.500000 Penalty: 950.096802
	Iteration 16Q: 3 clusters Score -2112854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -2112855.500000 Penalty: 950.096802
	Iteration 17Q: 3 clusters Score -2112856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -2112856.250000 Penalty: 950.096802
	Iteration 18Q: 3 clusters Score -2112856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -2112856.250000 Penalty: 950.096802
	Iteration 19F: 3 clusters Score -2112856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -166476.140625 Penalty: 360.987762
	Iteration 0F: 2 clusters Score -166476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -164517.062500 Penalty: 721.975525
	Iteration 0F: 3 clusters Score -164517.1 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -165171.187500 Penalty: 721.975525
	Iteration 1F: 3 clusters Score -165171.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165260.515625 Penalty: 721.975525
	Iteration 2F: 3 clusters Score -165260.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -165330.546875 Penalty: 721.975525
	Iteration 3F: 3 clusters Score -165330.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -165389.015625 Penalty: 721.975525
	Iteration 4Q: 3 clusters Score -165389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -165436.000000 Penalty: 721.975525
	Iteration 5Q: 3 clusters Score -165436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165487.203125 Penalty: 721.975525
	Iteration 6Q: 3 clusters Score -165487.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165547.078125 Penalty: 721.975525
	Iteration 7Q: 3 clusters Score -165547.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165605.562500 Penalty: 721.975525
	Iteration 8Q: 3 clusters Score -165605.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165657.625000 Penalty: 721.975525
	Iteration 9Q: 3 clusters Score -165657.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165699.687500 Penalty: 721.975525
	Iteration 10Q: 3 clusters Score -165699.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -165739.406250 Penalty: 721.975525
	Iteration 11Q: 3 clusters Score -165739.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -165773.468750 Penalty: 721.975525
	Iteration 12Q: 3 clusters Score -165773.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -165815.031250 Penalty: 721.975525
	Iteration 13Q: 3 clusters Score -165815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -165861.921875 Penalty: 721.975525
	Iteration 14Q: 3 clusters Score -165861.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -165893.421875 Penalty: 721.975525
	Iteration 15Q: 3 clusters Score -165893.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165916.140625 Penalty: 721.975525
	Iteration 16Q: 3 clusters Score -165916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165948.875000 Penalty: 721.975525
	Iteration 17Q: 3 clusters Score -165948.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -165975.468750 Penalty: 721.975525
	Iteration 18Q: 3 clusters Score -165975.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -166004.781250 Penalty: 721.975525
	Iteration 19Q: 3 clusters Score -166004.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -166037.171875 Penalty: 721.975525
	Iteration 20F: 3 clusters Score -166037.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -166074.015625 Penalty: 721.975525
	Iteration 21Q: 3 clusters Score -166074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -166103.390625 Penalty: 721.975525
	Iteration 22Q: 3 clusters Score -166103.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -166117.828125 Penalty: 721.975525
	Iteration 23Q: 3 clusters Score -166117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -166129.984375 Penalty: 721.975525
	Iteration 24Q: 3 clusters Score -166130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -166134.937500 Penalty: 721.975525
	Iteration 25Q: 3 clusters Score -166134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -166140.718750 Penalty: 721.975525
	Iteration 26Q: 3 clusters Score -166140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -166154.468750 Penalty: 721.975525
	Iteration 27Q: 3 clusters Score -166154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -166159.296875 Penalty: 721.975525
	Iteration 28Q: 3 clusters Score -166159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -166168.625000 Penalty: 721.975525
	Iteration 29Q: 3 clusters Score -166168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -166171.078125 Penalty: 721.975525
	Iteration 30Q: 3 clusters Score -166171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -166171.078125 Penalty: 721.975525
	Iteration 31F: 3 clusters Score -166171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57447.371094 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57447.37 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57730.226562 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57730.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57860.511719 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57860.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57951.558594 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57951.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58016.457031 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -58016.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58047.917969 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -58047.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -58058.726562 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -58058.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58067.925781 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58067.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -58077.781250 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58077.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58085.007812 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58085.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58088.003906 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58092.089844 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58092.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58093.339844 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58093.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58095.859375 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58095.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58098.941406 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58098.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58102.304688 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58106.554688 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58106.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58110.617188 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58110.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58114.003906 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58116.667969 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58116.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58118.160156 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58118.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58119.042969 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -58119.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58119.492188 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -58119.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58119.765625 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -58119.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58119.765625 Penalty: 623.554077
	Iteration 24F: 3 clusters Score -58119.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15588.270508 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15588.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15671.306641 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15671.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15702.497070 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15712.524414 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15712.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15735.134766 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15735.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15755.739258 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15755.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15773.811523 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15773.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15792.172852 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15792.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15797.705078 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -15797.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15807.654297 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -15807.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15810.097656 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -15810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15813.085938 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -15813.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15816.130859 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -15816.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15816.835938 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -15816.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15818.148438 Penalty: 504.611145
	Iteration 14Q: 3 clusters Score -15818.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15818.148438 Penalty: 504.611145
	Iteration 15F: 3 clusters Score -15818.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6630.122070 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6630.122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6725.541992 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6725.542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6778.899902 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6778.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6808.000977 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -6808.001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6837.890137 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -6837.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6856.115234 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6856.115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6858.164551 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6858.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6859.223145 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6859.223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6859.858887 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -6859.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6859.858887 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -6859.859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -38071.808594 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -38071.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37471.578125 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -37471.58 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37601.113281 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -37601.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37636.378906 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -37636.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37648.203125 Penalty: 590.655823
	Iteration 3Q: 3 clusters Score -37648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37653.550781 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -37653.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37658.878906 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -37658.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37665.582031 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -37665.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37674.089844 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -37674.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37678.195312 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -37678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37680.175781 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -37680.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37681.101562 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -37681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37682.027344 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -37682.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37683.164062 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -37683.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37684.207031 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -37684.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37684.320312 Penalty: 590.655823
	Iteration 14Q: 3 clusters Score -37684.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37684.890625 Penalty: 590.655823
	Iteration 15Q: 3 clusters Score -37684.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37688.078125 Penalty: 590.655823
	Iteration 16Q: 3 clusters Score -37688.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37692.109375 Penalty: 590.655823
	Iteration 17Q: 3 clusters Score -37692.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37697.242188 Penalty: 590.655823
	Iteration 18Q: 3 clusters Score -37697.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37699.984375 Penalty: 590.655823
	Iteration 19Q: 3 clusters Score -37699.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37701.347656 Penalty: 590.655823
	Iteration 20F: 3 clusters Score -37701.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37702.437500 Penalty: 590.655823
	Iteration 21Q: 3 clusters Score -37702.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -37705.218750 Penalty: 590.655823
	Iteration 22Q: 3 clusters Score -37705.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37710.480469 Penalty: 590.655823
	Iteration 23Q: 3 clusters Score -37710.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37716.839844 Penalty: 590.655823
	Iteration 24Q: 3 clusters Score -37716.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37720.941406 Penalty: 590.655823
	Iteration 25Q: 3 clusters Score -37720.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37722.476562 Penalty: 590.655823
	Iteration 26Q: 3 clusters Score -37722.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37724.683594 Penalty: 590.655823
	Iteration 27Q: 3 clusters Score -37724.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37727.875000 Penalty: 590.655823
	Iteration 28Q: 3 clusters Score -37727.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37730.507812 Penalty: 590.655823
	Iteration 29Q: 3 clusters Score -37730.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37732.621094 Penalty: 590.655823
	Iteration 30Q: 3 clusters Score -37732.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37737.863281 Penalty: 590.655823
	Iteration 31Q: 3 clusters Score -37737.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37739.972656 Penalty: 590.655823
	Iteration 32Q: 3 clusters Score -37739.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37742.410156 Penalty: 590.655823
	Iteration 33Q: 3 clusters Score -37742.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37744.562500 Penalty: 590.655823
	Iteration 34Q: 3 clusters Score -37744.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37746.105469 Penalty: 590.655823
	Iteration 35Q: 3 clusters Score -37746.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37746.105469 Penalty: 590.655823
	Iteration 36F: 3 clusters Score -37746.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (139468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139468 members 
Entering Unmasked Estep 
Score: -8363580.500000 Penalty: 538.974365
	Iteration 0F: 2 clusters Score -8363580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -8273698.500000 Penalty: 1077.948730
	Iteration 0F: 3 clusters Score -8273698 nChanged 68299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -8316089.500000 Penalty: 1077.948730
	Iteration 1F: 3 clusters Score -8316090 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -8319930.500000 Penalty: 1077.948730
	Iteration 2F: 3 clusters Score -8319930 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8326907.500000 Penalty: 1077.948730
	Iteration 3F: 3 clusters Score -8326908 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -8337478.000000 Penalty: 1077.948730
	Iteration 4F: 3 clusters Score -8337478 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -8350090.000000 Penalty: 1077.948730
	Iteration 5F: 3 clusters Score -8350090 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8358896.000000 Penalty: 1077.948730
	Iteration 6F: 3 clusters Score -8358896 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8362195.500000 Penalty: 1077.948730
	Iteration 7Q: 3 clusters Score -8362196 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8362937.000000 Penalty: 1077.948730
	Iteration 8Q: 3 clusters Score -8362937 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8363081.500000 Penalty: 1077.948730
	Iteration 9Q: 3 clusters Score -8363082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139364 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8363112.000000 Penalty: 1077.948730
	Iteration 10Q: 3 clusters Score -8363112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8363138.500000 Penalty: 1077.948730
	Iteration 11Q: 3 clusters Score -8363138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8363143.000000 Penalty: 1077.948730
	Iteration 12Q: 3 clusters Score -8363143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8363141.500000 Penalty: 1077.948730
	Iteration 13Q: 3 clusters Score -8363142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8363148.500000 Penalty: 1077.948730
	Iteration 14Q: 3 clusters Score -8363148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8363144.500000 Penalty: 1077.948730
	Iteration 15Q: 3 clusters Score -8363144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8363144.500000 Penalty: 1077.948730
	Iteration 16F: 3 clusters Score -8363144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21427.509766 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21427.51 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21556.955078 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21556.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21588.724609 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21588.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21617.693359 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -21617.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21652.937500 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -21652.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21685.123047 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -21685.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21708.939453 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21708.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21721.867188 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21721.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21731.755859 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21731.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21739.162109 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21739.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21742.208984 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -21742.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21742.650391 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -21742.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21744.712891 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -21744.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21746.849609 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -21746.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21747.621094 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -21747.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21747.849609 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -21747.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21747.849609 Penalty: 540.315796
	Iteration 16F: 3 clusters Score -21747.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -225421.578125 Penalty: 372.975494
	Iteration 0F: 2 clusters Score -225421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -222940.875000 Penalty: 745.950989
	Iteration 0F: 3 clusters Score -222940.9 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -223806.281250 Penalty: 745.950989
	Iteration 1F: 3 clusters Score -223806.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -223853.359375 Penalty: 745.950989
	Iteration 2Q: 3 clusters Score -223853.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -223893.687500 Penalty: 745.950989
	Iteration 3Q: 3 clusters Score -223893.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -223937.484375 Penalty: 745.950989
	Iteration 4Q: 3 clusters Score -223937.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -223981.187500 Penalty: 745.950989
	Iteration 5Q: 3 clusters Score -223981.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -224022.515625 Penalty: 745.950989
	Iteration 6Q: 3 clusters Score -224022.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224064.531250 Penalty: 745.950989
	Iteration 7Q: 3 clusters Score -224064.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -224120.000000 Penalty: 745.950989
	Iteration 8Q: 3 clusters Score -224120 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -224175.328125 Penalty: 745.950989
	Iteration 9Q: 3 clusters Score -224175.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -224252.953125 Penalty: 745.950989
	Iteration 10Q: 3 clusters Score -224253 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224339.000000 Penalty: 745.950989
	Iteration 11Q: 3 clusters Score -224339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -224451.203125 Penalty: 745.950989
	Iteration 12Q: 3 clusters Score -224451.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -224564.156250 Penalty: 745.950989
	Iteration 13Q: 3 clusters Score -224564.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -224644.687500 Penalty: 745.950989
	Iteration 14Q: 3 clusters Score -224644.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224684.906250 Penalty: 745.950989
	Iteration 15Q: 3 clusters Score -224684.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -224718.062500 Penalty: 745.950989
	Iteration 16Q: 3 clusters Score -224718.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -224750.750000 Penalty: 745.950989
	Iteration 17Q: 3 clusters Score -224750.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -224783.312500 Penalty: 745.950989
	Iteration 18Q: 3 clusters Score -224783.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -224818.250000 Penalty: 745.950989
	Iteration 19Q: 3 clusters Score -224818.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -224859.234375 Penalty: 745.950989
	Iteration 20F: 3 clusters Score -224859.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -224897.765625 Penalty: 745.950989
	Iteration 21Q: 3 clusters Score -224897.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -224937.546875 Penalty: 745.950989
	Iteration 22Q: 3 clusters Score -224937.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -224967.484375 Penalty: 745.950989
	Iteration 23Q: 3 clusters Score -224967.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -224994.421875 Penalty: 745.950989
	Iteration 24Q: 3 clusters Score -224994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -225022.140625 Penalty: 745.950989
	Iteration 25Q: 3 clusters Score -225022.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -225049.828125 Penalty: 745.950989
	Iteration 26Q: 3 clusters Score -225049.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -225072.000000 Penalty: 745.950989
	Iteration 27Q: 3 clusters Score -225072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -225082.515625 Penalty: 745.950989
	Iteration 28Q: 3 clusters Score -225082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -225091.578125 Penalty: 745.950989
	Iteration 29Q: 3 clusters Score -225091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -225104.187500 Penalty: 745.950989
	Iteration 30Q: 3 clusters Score -225104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -225109.546875 Penalty: 745.950989
	Iteration 31Q: 3 clusters Score -225109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -225109.546875 Penalty: 745.950989
	Iteration 32F: 3 clusters Score -225109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11594.074219 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11594.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11297.361328 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11297.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11401.513672 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11401.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11430.611328 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11430.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11466.441406 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -11466.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11505.541016 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -11505.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11553.583984 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11553.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11599.288086 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11599.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11610.205078 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11610.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11611.238281 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -11611.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11611.238281 Penalty: 488.303802
	Iteration 9F: 3 clusters Score -11611.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 77 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 137 members 
Entering Unmasked Estep 
Score: -58210216.000000 Penalty: 54754.117188
Splitting cluster 33 changes total score from -58210548.000000 to -58210216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9660.429688 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9660.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9826.475586 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9826.476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9892.452148 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9892.452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9933.245117 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -9933.245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9951.058594 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9951.059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9963.410156 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9963.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9980.375000 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9980.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9992.692383 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9992.692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10017.091797 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -10017.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10018.547852 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -10018.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10018.547852 Penalty: 478.904785
	Iteration 10F: 3 clusters Score -10018.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 101 members 
Entering Unmasked Estep 
Score: -58210228.000000 Penalty: 54754.117188
Splitting cluster 34 changes total score from -58210548.000000 to -58210228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19764.054688 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19764.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19882.443359 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19882.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19908.468750 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19908.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19929.373047 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19929.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19954.666016 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19954.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19966.179688 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19966.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19974.267578 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19974.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19985.384766 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19985.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19991.458984 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19991.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19999.201172 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20002.029297 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -20002.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20005.669922 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -20005.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20005.669922 Penalty: 524.060059
	Iteration 12F: 3 clusters Score -20005.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16149.669922 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16149.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16270.660156 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16270.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16299.284180 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16299.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16327.737305 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16327.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16366.171875 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16366.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16393.480469 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16393.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16412.892578 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16412.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16424.548828 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16424.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16430.783203 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16430.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16442.365234 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -16442.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16447.275391 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -16447.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16452.386719 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -16452.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16463.224609 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -16463.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16467.359375 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -16467.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16468.351562 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -16468.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16469.203125 Penalty: 510.461945
	Iteration 15Q: 3 clusters Score -16469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16469.203125 Penalty: 510.461945
	Iteration 16F: 3 clusters Score -16469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12255.367188 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12255.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11975.815430 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11975.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12072.813477 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12072.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12109.585938 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12109.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12129.575195 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -12129.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12137.065430 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12137.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12149.222656 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12149.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12159.729492 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12159.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12173.958008 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12173.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12180.332031 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12180.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12185.460938 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12185.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12185.460938 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -12185.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -53758.921875 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -53758.92 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 453 members 
Entering Unmasked Estep 
Score: -53005.609375 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -53005.61 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -53185.300781 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -53185.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53225.843750 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -53225.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53267.406250 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -53267.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53308.230469 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -53308.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53340.304688 Penalty: 618.307373
	Iteration 5F: 3 clusters Score -53340.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53363.257812 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -53363.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53386.597656 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -53386.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53419.746094 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -53419.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53446.609375 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -53446.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53459.960938 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -53459.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53467.960938 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -53467.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53478.453125 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -53478.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53484.121094 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -53484.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53487.507812 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -53487.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53489.488281 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -53489.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53489.683594 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -53489.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53489.683594 Penalty: 618.307373
	Iteration 17F: 3 clusters Score -53489.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Entering Unmasked Estep 
Score: -2396187.000000 Penalty: 480.770355
	Iteration 0F: 2 clusters Score -2396187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2370144.500000 Penalty: 961.540710
	Iteration 0F: 3 clusters Score -2370144 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2380973.500000 Penalty: 961.540710
	Iteration 1F: 3 clusters Score -2380974 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2381331.000000 Penalty: 961.540710
	Iteration 2Q: 3 clusters Score -2381331 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2381902.750000 Penalty: 961.540710
	Iteration 3Q: 3 clusters Score -2381903 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2383003.500000 Penalty: 961.540710
	Iteration 4F: 3 clusters Score -2383004 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2385104.000000 Penalty: 961.540710
	Iteration 5F: 3 clusters Score -2385104 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -2388420.000000 Penalty: 961.540710
	Iteration 6F: 3 clusters Score -2388420 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -2391997.000000 Penalty: 961.540710
	Iteration 7F: 3 clusters Score -2391997 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -2394335.250000 Penalty: 961.540710
	Iteration 8F: 3 clusters Score -2394335 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -2395369.500000 Penalty: 961.540710
	Iteration 9Q: 3 clusters Score -2395370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -2395659.250000 Penalty: 961.540710
	Iteration 10Q: 3 clusters Score -2395659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -2395721.000000 Penalty: 961.540710
	Iteration 11Q: 3 clusters Score -2395721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -2395745.250000 Penalty: 961.540710
	Iteration 12Q: 3 clusters Score -2395745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -2395756.250000 Penalty: 961.540710
	Iteration 13Q: 3 clusters Score -2395756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -2395760.250000 Penalty: 961.540710
	Iteration 14Q: 3 clusters Score -2395760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -2395764.000000 Penalty: 961.540710
	Iteration 15Q: 3 clusters Score -2395764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -2395767.750000 Penalty: 961.540710
	Iteration 16Q: 3 clusters Score -2395768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -2395776.750000 Penalty: 961.540710
	Iteration 17Q: 3 clusters Score -2395777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -2395779.000000 Penalty: 961.540710
	Iteration 18Q: 3 clusters Score -2395779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -2395779.500000 Penalty: 961.540710
	Iteration 19Q: 3 clusters Score -2395780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -2395779.500000 Penalty: 961.540710
	Iteration 20F: 3 clusters Score -2395780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -29230.365234 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -29230.37 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 237 members 
Entering Unmasked Estep 
Score: -28769.339844 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -28769.34 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28958.386719 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -28958.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29011.562500 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -29011.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29032.220703 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -29032.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29043.126953 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -29043.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29048.544922 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -29048.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29053.419922 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -29053.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29055.164062 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -29055.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29055.371094 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -29055.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29055.371094 Penalty: 563.690918
	Iteration 9F: 3 clusters Score -29055.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9724.152344 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9724.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9400.724609 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9400.725 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9538.975586 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9538.976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9624.205078 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9624.205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9697.857422 Penalty: 492.865143
	Iteration 3F: 3 clusters Score -9697.857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9735.810547 Penalty: 492.865143
	Iteration 4F: 3 clusters Score -9735.811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9760.816406 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9760.816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9774.126953 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9774.127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9778.314453 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9778.314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9778.927734 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9778.928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9779.641602 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -9779.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9779.641602 Penalty: 492.865143
	Iteration 10F: 3 clusters Score -9779.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 129 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 96 members 
Entering Unmasked Estep 
Score: -58210200.000000 Penalty: 54754.117188
Splitting cluster 41 changes total score from -58210548.000000 to -58210200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -84235.218750 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -84235.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -83152.046875 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -83152.05 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -83571.781250 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -83571.78 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -83655.406250 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -83655.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -83727.203125 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -83727.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83784.437500 Penalty: 659.289673
	Iteration 4F: 3 clusters Score -83784.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -83836.718750 Penalty: 659.289673
	Iteration 5F: 3 clusters Score -83836.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83884.765625 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -83884.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83931.835938 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -83931.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83980.234375 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -83980.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84013.570312 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -84013.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84029.984375 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -84029.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84045.398438 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -84045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84052.210938 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -84052.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84056.156250 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -84056.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84058.007812 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -84058.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84061.039062 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -84061.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84065.453125 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -84065.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84072.703125 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -84072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84075.539062 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -84075.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84081.046875 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -84081.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84083.843750 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -84083.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84086.804688 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -84086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84089.437500 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -84089.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84092.835938 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -84092.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84094.500000 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -84094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84096.734375 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -84096.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84099.140625 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -84099.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84101.500000 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -84101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84102.687500 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -84102.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84104.156250 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -84104.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84104.382812 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -84104.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84104.382812 Penalty: 659.289673
	Iteration 31F: 3 clusters Score -84104.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Entering Unmasked Estep 
Score: -1080386.000000 Penalty: 445.993896
	Iteration 0F: 2 clusters Score -1080386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1068348.625000 Penalty: 891.987793
	Iteration 0F: 3 clusters Score -1068349 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1073274.750000 Penalty: 891.987793
	Iteration 1F: 3 clusters Score -1073275 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1073651.500000 Penalty: 891.987793
	Iteration 2F: 3 clusters Score -1073652 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1074161.375000 Penalty: 891.987793
	Iteration 3F: 3 clusters Score -1074161 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1074919.250000 Penalty: 891.987793
	Iteration 4F: 3 clusters Score -1074919 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1076022.375000 Penalty: 891.987793
	Iteration 5F: 3 clusters Score -1076022 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1077318.000000 Penalty: 891.987793
	Iteration 6F: 3 clusters Score -1077318 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1078448.000000 Penalty: 891.987793
	Iteration 7F: 3 clusters Score -1078448 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1079222.375000 Penalty: 891.987793
	Iteration 8Q: 3 clusters Score -1079222 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1079647.000000 Penalty: 891.987793
	Iteration 9Q: 3 clusters Score -1079647 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1079854.500000 Penalty: 891.987793
	Iteration 10Q: 3 clusters Score -1079854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1079926.750000 Penalty: 891.987793
	Iteration 11Q: 3 clusters Score -1079927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1079967.125000 Penalty: 891.987793
	Iteration 12Q: 3 clusters Score -1079967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1079997.625000 Penalty: 891.987793
	Iteration 13Q: 3 clusters Score -1079998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1080016.125000 Penalty: 891.987793
	Iteration 14Q: 3 clusters Score -1080016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1080026.000000 Penalty: 891.987793
	Iteration 15Q: 3 clusters Score -1080026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1080031.000000 Penalty: 891.987793
	Iteration 16Q: 3 clusters Score -1080031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1080037.000000 Penalty: 891.987793
	Iteration 17Q: 3 clusters Score -1080037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1080041.875000 Penalty: 891.987793
	Iteration 18Q: 3 clusters Score -1080042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1080044.000000 Penalty: 891.987793
	Iteration 19Q: 3 clusters Score -1080044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1080047.000000 Penalty: 891.987793
	Iteration 20F: 3 clusters Score -1080047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1080047.000000 Penalty: 891.987793
	Iteration 21Q: 3 clusters Score -1080047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1080047.375000 Penalty: 891.987793
	Iteration 22Q: 3 clusters Score -1080047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1080046.125000 Penalty: 891.987793
	Iteration 23Q: 3 clusters Score -1080046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 891.987793
	Iteration 24Q: 3 clusters Score -1080048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1080047.750000 Penalty: 891.987793
	Iteration 25Q: 3 clusters Score -1080048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 891.987793
	Iteration 26Q: 3 clusters Score -1080048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1080048.375000 Penalty: 891.987793
	Iteration 27Q: 3 clusters Score -1080048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1080048.375000 Penalty: 891.987793
	Iteration 28F: 3 clusters Score -1080048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -117885.093750 Penalty: 344.548889
	Iteration 0F: 2 clusters Score -117885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -116449.882812 Penalty: 689.097778
	Iteration 0F: 3 clusters Score -116449.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -116978.539062 Penalty: 689.097778
	Iteration 1F: 3 clusters Score -116978.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -117102.664062 Penalty: 689.097778
	Iteration 2F: 3 clusters Score -117102.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -117231.062500 Penalty: 689.097778
	Iteration 3F: 3 clusters Score -117231.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -117342.054688 Penalty: 689.097778
	Iteration 4F: 3 clusters Score -117342.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -117413.234375 Penalty: 689.097778
	Iteration 5Q: 3 clusters Score -117413.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -117447.125000 Penalty: 689.097778
	Iteration 6Q: 3 clusters Score -117447.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -117473.765625 Penalty: 689.097778
	Iteration 7Q: 3 clusters Score -117473.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -117495.687500 Penalty: 689.097778
	Iteration 8Q: 3 clusters Score -117495.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -117504.359375 Penalty: 689.097778
	Iteration 9Q: 3 clusters Score -117504.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -117514.460938 Penalty: 689.097778
	Iteration 10Q: 3 clusters Score -117514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -117523.812500 Penalty: 689.097778
	Iteration 11Q: 3 clusters Score -117523.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -117531.359375 Penalty: 689.097778
	Iteration 12Q: 3 clusters Score -117531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -117538.640625 Penalty: 689.097778
	Iteration 13Q: 3 clusters Score -117538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -117546.898438 Penalty: 689.097778
	Iteration 14Q: 3 clusters Score -117546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -117552.593750 Penalty: 689.097778
	Iteration 15Q: 3 clusters Score -117552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -117557.507812 Penalty: 689.097778
	Iteration 16Q: 3 clusters Score -117557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -117559.804688 Penalty: 689.097778
	Iteration 17Q: 3 clusters Score -117559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -117560.937500 Penalty: 689.097778
	Iteration 18Q: 3 clusters Score -117560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -117560.937500 Penalty: 689.097778
	Iteration 19F: 3 clusters Score -117560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -51894.964844 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51894.96 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52197.308594 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52197.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52365.765625 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52365.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -52463.500000 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52463.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52515.351562 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -52515.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52565.148438 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -52565.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52585.117188 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -52585.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52607.089844 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52607.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52628.628906 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52628.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52636.074219 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52636.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52638.757812 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52638.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52643.011719 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52643.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52644.042969 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52644.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52645.992188 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -52645.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52646.453125 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -52646.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -52647.050781 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -52647.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52647.250000 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -52647.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52647.250000 Penalty: 618.916748
	Iteration 17F: 3 clusters Score -52647.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 462 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 437 members 
Entering Unmasked Estep 
Score: -58210212.000000 Penalty: 54754.117188
Splitting cluster 45 changes total score from -58210548.000000 to -58210212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3129.086426 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3129.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3003.464111 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -3003.464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3014.908691 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -3014.909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 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 169 members 
Entering Unmasked Estep 
Score: -19168.494141 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19168.49 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19312.595703 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19312.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19361.939453 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19361.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19384.908203 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19384.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19395.132812 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19395.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19401.826172 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19401.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19412.541016 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19412.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19420.457031 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19420.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19420.923828 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19420.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19421.724609 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19421.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19422.570312 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -19422.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19424.720703 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -19424.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19427.693359 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -19427.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19430.935547 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -19430.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19431.980469 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -19431.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19436.296875 Penalty: 528.267273
	Iteration 15Q: 3 clusters Score -19436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19437.000000 Penalty: 528.267273
	Iteration 16Q: 3 clusters Score -19437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19437.000000 Penalty: 528.267273
	Iteration 17F: 3 clusters Score -19437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10635.064453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10635.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10355.586914 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -10355.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10440.734375 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -10440.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10469.990234 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -10469.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10500.833008 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -10500.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10516.682617 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10516.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10526.115234 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10526.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10530.218750 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10530.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10532.295898 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10532.295898 Penalty: 491.232819
	Iteration 8F: 3 clusters Score -10532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 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 326 members 
Entering Unmasked Estep 
Score: -35221.734375 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35221.73 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35483.691406 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35483.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35546.609375 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35546.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35566.449219 Penalty: 583.325928
	Iteration 3Q: 3 clusters Score -35566.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35585.687500 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35585.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35609.007812 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35609.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35614.660156 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35614.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35621.707031 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35621.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35628.804688 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35635.125000 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35635.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35640.003906 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35644.132812 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35644.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35645.601562 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -35645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35645.601562 Penalty: 583.325928
	Iteration 13F: 3 clusters Score -35645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 256 members 
Entering Unmasked Estep 
Score: -32296.998047 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32297 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32413.037109 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32413.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32441.525391 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32441.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32449.847656 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -32449.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32453.876953 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32453.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32457.121094 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32457.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32460.431641 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32460.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32466.013672 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32466.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32472.119141 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32472.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32485.630859 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32485.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32496.205078 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32496.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32500.755859 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32500.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32506.478516 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32506.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32509.876953 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -32509.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32511.228516 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -32511.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32512.429688 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -32512.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32514.214844 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -32514.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32516.505859 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -32516.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32517.632812 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -32517.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32519.919922 Penalty: 568.395691
	Iteration 19Q: 3 clusters Score -32519.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32522.296875 Penalty: 568.395691
	Iteration 20F: 3 clusters Score -32522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32524.429688 Penalty: 568.395691
	Iteration 21Q: 3 clusters Score -32524.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32526.722656 Penalty: 568.395691
	Iteration 22Q: 3 clusters Score -32526.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32530.552734 Penalty: 568.395691
	Iteration 23Q: 3 clusters Score -32530.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32532.332031 Penalty: 568.395691
	Iteration 24Q: 3 clusters Score -32532.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32535.503906 Penalty: 568.395691
	Iteration 25Q: 3 clusters Score -32535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32537.593750 Penalty: 568.395691
	Iteration 26Q: 3 clusters Score -32537.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32541.062500 Penalty: 568.395691
	Iteration 27Q: 3 clusters Score -32541.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32545.714844 Penalty: 568.395691
	Iteration 28Q: 3 clusters Score -32545.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32552.416016 Penalty: 568.395691
	Iteration 29Q: 3 clusters Score -32552.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32557.962891 Penalty: 568.395691
	Iteration 30Q: 3 clusters Score -32557.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32566.414062 Penalty: 568.395691
	Iteration 31Q: 3 clusters Score -32566.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32568.486328 Penalty: 568.395691
	Iteration 32Q: 3 clusters Score -32568.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32569.560547 Penalty: 568.395691
	Iteration 33Q: 3 clusters Score -32569.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32573.687500 Penalty: 568.395691
	Iteration 34Q: 3 clusters Score -32573.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32581.406250 Penalty: 568.395691
	Iteration 35Q: 3 clusters Score -32581.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32590.992188 Penalty: 568.395691
	Iteration 36Q: 3 clusters Score -32590.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32596.232422 Penalty: 568.395691
	Iteration 37Q: 3 clusters Score -32596.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32600.980469 Penalty: 568.395691
	Iteration 38Q: 3 clusters Score -32600.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32605.341797 Penalty: 568.395691
	Iteration 39Q: 3 clusters Score -32605.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32605.341797 Penalty: 568.395691
	Iteration 40F: 3 clusters Score -32605.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2745.770508 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2745.771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2791.208496 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2791.208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2808.786865 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2808.787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2821.097412 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -2821.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2821.524658 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2821.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2821.524658 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -2821.525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 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 423 members 
Entering Unmasked Estep 
Score: -48769.742188 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48769.74 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49060.371094 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49060.37 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49171.011719 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49171.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49245.652344 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49245.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -49290.644531 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49290.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -49321.664062 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49321.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -49332.105469 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49332.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -49341.683594 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49341.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -49344.968750 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49344.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -49349.812500 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49349.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -49354.406250 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49354.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -49355.617188 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49355.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -49356.066406 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49356.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -49356.066406 Penalty: 610.213135
	Iteration 13F: 3 clusters Score -49356.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10959.072266 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10959.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10695.597656 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10695.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10789.391602 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10789.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10846.896484 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10860.274414 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -10860.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10869.229492 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10869.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10877.000977 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10882.416992 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10882.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10885.773438 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10885.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10900.144531 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10900.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10907.995117 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10919.796875 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10927.138672 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10927.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10933.190430 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -10933.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10935.908203 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -10935.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10940.879883 Penalty: 481.690735
	Iteration 14Q: 3 clusters Score -10940.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10941.745117 Penalty: 481.690735
	Iteration 15Q: 3 clusters Score -10941.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10942.148438 Penalty: 481.690735
	Iteration 16F: 3 clusters Score -10942.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10946.062500 Penalty: 481.690735
	Iteration 17Q: 3 clusters Score -10946.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10946.754883 Penalty: 481.690735
	Iteration 18Q: 3 clusters Score -10946.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10946.754883 Penalty: 481.690735
	Iteration 19F: 3 clusters Score -10946.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -20763.964844 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -20763.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20367.523438 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -20367.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20507.919922 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -20507.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20579.582031 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -20579.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20622.197266 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -20622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20639.755859 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -20639.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20680.880859 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -20680.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20707.275391 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -20707.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20712.746094 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -20712.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20713.375000 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -20713.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20713.375000 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -20713.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -8884.040039 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -8884.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8626.589844 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8626.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8782.890625 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8782.891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8831.276367 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -8831.276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8890.362305 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -8890.362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8960.814453 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8960.814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8965.963867 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8965.964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8973.806641 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -8973.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8980.988281 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -8980.988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8983.659180 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -8983.659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8991.519531 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -8991.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8998.211914 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -8998.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9005.305664 Penalty: 475.052399
	Iteration 11Q: 3 clusters Score -9005.306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9013.070312 Penalty: 475.052399
	Iteration 12Q: 3 clusters Score -9013.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9023.802734 Penalty: 475.052399
	Iteration 13Q: 3 clusters Score -9023.803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9023.802734 Penalty: 475.052399
	Iteration 14F: 3 clusters Score -9023.803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 79 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 106 members 
Entering Unmasked Estep 
Score: -58210216.000000 Penalty: 54754.117188
Splitting cluster 55 changes total score from -58210548.000000 to -58210216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (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: -86987.609375 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -86987.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -85866.234375 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -85866.23 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86312.695312 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -86312.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -86457.593750 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -86457.59 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -86561.515625 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -86561.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -86609.375000 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -86609.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -86648.210938 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -86648.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -86677.039062 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -86677.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -86699.789062 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -86699.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86727.000000 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -86727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86748.656250 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -86748.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -86764.460938 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -86764.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86772.734375 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -86772.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86782.023438 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -86782.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86791.585938 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -86791.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -86800.406250 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -86800.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86809.304688 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -86809.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86822.648438 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -86822.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86838.296875 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -86838.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86852.289062 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -86852.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86866.406250 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -86866.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86880.406250 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -86880.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86892.851562 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -86892.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -86922.968750 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -86922.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -86955.195312 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -86955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -86972.367188 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -86972.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -86984.695312 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -86984.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -86992.421875 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -86992.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -86996.664062 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -86996.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -87001.445312 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -87001.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87003.257812 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -87003.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87005.312500 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -87005.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -87006.460938 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -87006.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87007.101562 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -87007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87007.500000 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -87007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87007.500000 Penalty: 666.708374
	Iteration 34Q: 3 clusters Score -87007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87007.812500 Penalty: 666.708374
	Iteration 35Q: 3 clusters Score -87007.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87007.812500 Penalty: 666.708374
	Iteration 36F: 3 clusters Score -87007.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 797 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 723 members 
Entering Unmasked Estep 
Score: -58210272.000000 Penalty: 54754.117188
Splitting cluster 56 changes total score from -58210548.000000 to -58210272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20673.328125 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20673.33 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20832.140625 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20832.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20877.406250 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20877.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20896.697266 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20904.994141 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20904.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20916.265625 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20916.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20928.781250 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -20928.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20941.115234 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20941.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20951.746094 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20951.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20958.333984 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20958.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20961.681641 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20961.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20963.419922 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20963.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20963.419922 Penalty: 537.387939
	Iteration 12F: 3 clusters Score -20963.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24465.765625 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24465.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24059.046875 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24059.05 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24252.642578 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24252.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24301.664062 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24301.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24310.628906 Penalty: 555.332825
	Iteration 3Q: 3 clusters Score -24310.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24316.660156 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -24316.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24320.384766 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -24320.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24322.123047 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24322.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24322.830078 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24322.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24322.830078 Penalty: 555.332825
	Iteration 8F: 3 clusters Score -24322.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 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 150 members 
Entering Unmasked Estep 
Score: -17599.390625 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17599.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17712.361328 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17712.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17778.849609 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17778.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17805.537109 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17805.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17820.429688 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17820.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17834.548828 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17834.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17846.642578 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17846.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17855.539062 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17855.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17860.369141 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17860.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17862.316406 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17862.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17862.316406 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -17862.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -21321.507812 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -21321.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20961.548828 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -20961.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21057.033203 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -21057.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21114.300781 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -21114.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21145.460938 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -21145.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21171.486328 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -21171.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21183.113281 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -21183.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21191.378906 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -21191.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21199.658203 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -21199.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21200.884766 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -21200.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21202.875000 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -21202.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21203.429688 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -21203.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21205.751953 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -21205.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21206.822266 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -21206.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21207.410156 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -21207.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21207.410156 Penalty: 527.164246
	Iteration 14F: 3 clusters Score -21207.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (116702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116702 members 
Entering Unmasked Estep 
Score: -6974847.500000 Penalty: 530.865784
	Iteration 0F: 2 clusters Score -6974848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -6897914.000000 Penalty: 1061.731567
	Iteration 0F: 3 clusters Score -6897914 nChanged 57004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -6931777.000000 Penalty: 1061.731567
	Iteration 1F: 3 clusters Score -6931777 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -6932679.500000 Penalty: 1061.731567
	Iteration 2Q: 3 clusters Score -6932680 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -6933806.000000 Penalty: 1061.731567
	Iteration 3Q: 3 clusters Score -6933806 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -6935655.500000 Penalty: 1061.731567
	Iteration 4Q: 3 clusters Score -6935656 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -6938646.500000 Penalty: 1061.731567
	Iteration 5F: 3 clusters Score -6938646 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -6943673.500000 Penalty: 1061.731567
	Iteration 6F: 3 clusters Score -6943674 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -6951169.000000 Penalty: 1061.731567
	Iteration 7F: 3 clusters Score -6951169 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -6960085.500000 Penalty: 1061.731567
	Iteration 8F: 3 clusters Score -6960086 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -6967388.500000 Penalty: 1061.731567
	Iteration 9F: 3 clusters Score -6967388 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -6971464.500000 Penalty: 1061.731567
	Iteration 10Q: 3 clusters Score -6971464 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -6973315.000000 Penalty: 1061.731567
	Iteration 11Q: 3 clusters Score -6973315 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -6974045.000000 Penalty: 1061.731567
	Iteration 12Q: 3 clusters Score -6974045 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -6974297.500000 Penalty: 1061.731567
	Iteration 13Q: 3 clusters Score -6974298 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -6974372.500000 Penalty: 1061.731567
	Iteration 14Q: 3 clusters Score -6974372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -6974431.000000 Penalty: 1061.731567
	Iteration 15Q: 3 clusters Score -6974431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -6974463.000000 Penalty: 1061.731567
	Iteration 16Q: 3 clusters Score -6974463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -6974485.000000 Penalty: 1061.731567
	Iteration 17Q: 3 clusters Score -6974485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -6974496.500000 Penalty: 1061.731567
	Iteration 18Q: 3 clusters Score -6974496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -6974510.000000 Penalty: 1061.731567
	Iteration 19Q: 3 clusters Score -6974510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -6974520.000000 Penalty: 1061.731567
	Iteration 20F: 3 clusters Score -6974520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -6974528.500000 Penalty: 1061.731567
	Iteration 21Q: 3 clusters Score -6974528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -6974533.000000 Penalty: 1061.731567
	Iteration 22Q: 3 clusters Score -6974533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -6974538.000000 Penalty: 1061.731567
	Iteration 23Q: 3 clusters Score -6974538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -6974534.000000 Penalty: 1061.731567
	Iteration 24Q: 3 clusters Score -6974534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -6974537.500000 Penalty: 1061.731567
	Iteration 25Q: 3 clusters Score -6974538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -6974537.500000 Penalty: 1061.731567
	Iteration 26F: 3 clusters Score -6974538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8220.816406 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8220.816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8281.013672 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8281.014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8359.563477 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8359.563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8384.041016 Penalty: 450.980286
	Iteration 3F: 3 clusters Score -8384.041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8399.873047 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -8399.873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8410.884766 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8410.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8412.966797 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8412.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8412.966797 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -8412.967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3340.407227 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3340.407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3184.118408 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -3184.118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3205.229492 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -3205.229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3276.100586 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -3276.101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -28900.689453 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -28900.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28429.052734 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -28429.05 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28640.125000 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -28640.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28713.263672 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -28713.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28799.378906 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -28799.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28841.900391 Penalty: 566.614868
	Iteration 4F: 3 clusters Score -28841.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28866.611328 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -28866.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28882.005859 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -28882.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28887.363281 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -28887.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28888.453125 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -28888.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28888.662109 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -28888.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28888.662109 Penalty: 566.614868
	Iteration 10F: 3 clusters Score -28888.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5830.228027 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5830.228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5866.801758 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5866.802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5876.093262 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5876.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5881.859375 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5881.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5882.097168 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5882.097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5882.097168 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -5882.097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -13655.863281 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -13655.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13324.802734 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -13324.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13431.014648 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -13431.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13482.785156 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -13482.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13512.634766 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -13512.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13532.414062 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -13532.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13559.076172 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -13559.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13580.079102 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -13580.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13597.512695 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -13597.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13603.421875 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -13603.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13608.730469 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -13608.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13622.567383 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -13622.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13635.683594 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -13635.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13656.149414 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -13656.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13661.999023 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -13662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13664.801758 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -13664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13665.187500 Penalty: 517.514771
	Iteration 15Q: 3 clusters Score -13665.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13665.187500 Penalty: 517.514771
	Iteration 16F: 3 clusters Score -13665.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 106 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 189 members 
Entering Unmasked Estep 
Score: -58210168.000000 Penalty: 54754.117188
Splitting cluster 66 changes total score from -58210548.000000 to -58210168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7598.312988 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7598.313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7670.698242 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7670.698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7692.591797 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7692.592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7697.690430 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -7697.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7699.235840 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7699.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7700.186523 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7700.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7702.374023 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7702.374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7708.828613 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -7708.829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7721.399902 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -7721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7732.654297 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -7732.654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7747.770020 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -7747.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7752.617676 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -7752.618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7758.425781 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -7758.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7763.926758 Penalty: 489.150330
	Iteration 13Q: 3 clusters Score -7763.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7771.858398 Penalty: 489.150330
	Iteration 14Q: 3 clusters Score -7771.858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7790.134277 Penalty: 489.150330
	Iteration 15Q: 3 clusters Score -7790.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7805.572266 Penalty: 489.150330
	Iteration 16Q: 3 clusters Score -7805.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7809.183105 Penalty: 489.150330
	Iteration 17Q: 3 clusters Score -7809.183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7813.709961 Penalty: 489.150330
	Iteration 18Q: 3 clusters Score -7813.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7820.722656 Penalty: 489.150330
	Iteration 19Q: 3 clusters Score -7820.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7821.177734 Penalty: 489.150330
	Iteration 20F: 3 clusters Score -7821.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -312533.562500 Penalty: 388.646942
	Iteration 0F: 2 clusters Score -312533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -309021.843750 Penalty: 777.293884
	Iteration 0F: 3 clusters Score -309021.8 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -310289.062500 Penalty: 777.293884
	Iteration 1F: 3 clusters Score -310289.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -310396.625000 Penalty: 777.293884
	Iteration 2F: 3 clusters Score -310396.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -310511.531250 Penalty: 777.293884
	Iteration 3F: 3 clusters Score -310511.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -310651.812500 Penalty: 777.293884
	Iteration 4F: 3 clusters Score -310651.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -310832.906250 Penalty: 777.293884
	Iteration 5F: 3 clusters Score -310832.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -311084.843750 Penalty: 777.293884
	Iteration 6F: 3 clusters Score -311084.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -311389.093750 Penalty: 777.293884
	Iteration 7F: 3 clusters Score -311389.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -311694.875000 Penalty: 777.293884
	Iteration 8F: 3 clusters Score -311694.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -311905.843750 Penalty: 777.293884
	Iteration 9Q: 3 clusters Score -311905.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -312033.843750 Penalty: 777.293884
	Iteration 10Q: 3 clusters Score -312033.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -312132.718750 Penalty: 777.293884
	Iteration 11Q: 3 clusters Score -312132.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -312164.312500 Penalty: 777.293884
	Iteration 12Q: 3 clusters Score -312164.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -312187.500000 Penalty: 777.293884
	Iteration 13Q: 3 clusters Score -312187.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -312208.875000 Penalty: 777.293884
	Iteration 14Q: 3 clusters Score -312208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -312222.625000 Penalty: 777.293884
	Iteration 15Q: 3 clusters Score -312222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -312226.000000 Penalty: 777.293884
	Iteration 16Q: 3 clusters Score -312226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -312228.937500 Penalty: 777.293884
	Iteration 17Q: 3 clusters Score -312228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -312231.031250 Penalty: 777.293884
	Iteration 18Q: 3 clusters Score -312231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -312232.343750 Penalty: 777.293884
	Iteration 19Q: 3 clusters Score -312232.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -312232.343750 Penalty: 777.293884
	Iteration 20F: 3 clusters Score -312232.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -66193.453125 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -66193.45 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 526 members 
Entering Unmasked Estep 
Score: -65347.808594 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -65347.81 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65645.601562 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -65645.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -65761.898438 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -65761.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65854.695312 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -65854.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -65929.593750 Penalty: 637.030396
	Iteration 4F: 3 clusters Score -65929.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65985.242188 Penalty: 637.030396
	Iteration 5F: 3 clusters Score -65985.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66026.578125 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -66026.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -66050.750000 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -66050.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -66061.609375 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -66061.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -66072.656250 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -66072.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66087.273438 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -66087.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -66099.867188 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -66099.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66106.351562 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -66106.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -66108.500000 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -66108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66110.351562 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -66110.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -66111.664062 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -66111.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -66112.562500 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -66112.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66112.875000 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -66112.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66113.085938 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -66113.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66113.382812 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -66113.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66113.382812 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -66113.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5706.986328 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5706.986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5740.460938 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5740.461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5770.702637 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5770.703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5892.812988 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -5892.813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5923.525391 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -5923.525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5937.555664 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5937.556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5943.204590 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -5943.205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5950.443359 Penalty: 417.232056
	Iteration 7Q: 3 clusters Score -5950.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5958.612793 Penalty: 417.232056
	Iteration 8Q: 3 clusters Score -5958.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5958.612793 Penalty: 417.232056
	Iteration 9F: 3 clusters Score -5958.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 23 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 75 members 
Entering Unmasked Estep 
Score: -58210108.000000 Penalty: 54754.117188
Splitting cluster 70 changes total score from -58210548.000000 to -58210108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8854.741211 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8854.741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8931.940430 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8931.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8954.164062 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8954.164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8966.128906 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8966.129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8980.180664 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8980.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8990.569336 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8990.569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9001.630859 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -9001.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9004.253906 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -9004.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9004.253906 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -9004.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74967.398438 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74967.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -75404.203125 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75404.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75512.601562 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75512.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -75596.304688 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75596.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -75659.234375 Penalty: 648.327515
	Iteration 4Q: 3 clusters Score -75659.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -75704.453125 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75704.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75740.460938 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75740.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -75760.718750 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75760.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -75773.609375 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75773.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75777.843750 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75777.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75784.171875 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75784.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75789.953125 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75789.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75795.015625 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75795.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -75797.007812 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75797.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -75804.007812 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75804.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -75808.968750 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75808.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -75813.703125 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75815.281250 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -75815.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75815.281250 Penalty: 648.327515
	Iteration 18F: 3 clusters Score -75815.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -27227.855469 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -27227.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26792.533203 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -26792.53 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26943.830078 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -26943.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27002.386719 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -27002.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27025.179688 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -27025.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27052.423828 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -27052.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27082.457031 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -27082.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27113.015625 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -27113.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27129.347656 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -27129.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27142.458984 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -27142.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27162.085938 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -27162.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27172.156250 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -27172.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27184.691406 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -27184.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27190.554688 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -27190.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27193.978516 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -27193.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27197.697266 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -27197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27197.925781 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -27197.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27197.925781 Penalty: 558.336426
	Iteration 16F: 3 clusters Score -27197.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4521.479980 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4521.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4571.001465 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4571.001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4593.023926 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -4593.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4599.792969 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -4599.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4602.662598 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -4602.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4602.662598 Penalty: 404.281281
	Iteration 5F: 3 clusters Score -4602.663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5253.793457 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5253.793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5374.670898 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5374.671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5410.838379 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5410.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5419.098633 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -5419.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5420.804199 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5420.804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5423.691406 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5423.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5423.691406 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -5423.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4974.193359 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4974.193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5065.682129 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5065.682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5074.515625 Penalty: 472.052094
	Iteration 2Q: 3 clusters Score -5074.516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5077.148438 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5077.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5081.119629 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5081.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5087.733887 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5087.734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5087.733887 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -5087.734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -85509.007812 Penalty: 331.584015
	Iteration 0F: 2 clusters Score -85509.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84383.406250 Penalty: 663.168030
	Iteration 0F: 3 clusters Score -84383.41 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -84834.414062 Penalty: 663.168030
	Iteration 1F: 3 clusters Score -84834.41 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -85013.671875 Penalty: 663.168030
	Iteration 2F: 3 clusters Score -85013.67 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -85188.375000 Penalty: 663.168030
	Iteration 3F: 3 clusters Score -85188.38 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -85314.007812 Penalty: 663.168030
	Iteration 4F: 3 clusters Score -85314.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -85392.343750 Penalty: 663.168030
	Iteration 5Q: 3 clusters Score -85392.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -85419.531250 Penalty: 663.168030
	Iteration 6Q: 3 clusters Score -85419.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85429.929688 Penalty: 663.168030
	Iteration 7Q: 3 clusters Score -85429.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85433.937500 Penalty: 663.168030
	Iteration 8Q: 3 clusters Score -85433.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -85434.695312 Penalty: 663.168030
	Iteration 9Q: 3 clusters Score -85434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -85435.304688 Penalty: 663.168030
	Iteration 10Q: 3 clusters Score -85435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -85435.515625 Penalty: 663.168030
	Iteration 11Q: 3 clusters Score -85435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -85435.515625 Penalty: 663.168030
	Iteration 12F: 3 clusters Score -85435.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -23712.955078 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -23712.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23353.154297 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -23353.15 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23498.296875 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -23498.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23555.298828 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -23555.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23612.998047 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -23613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23652.650391 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -23652.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23687.966797 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -23687.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23727.382812 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -23727.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23749.587891 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -23749.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23764.392578 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -23764.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23769.583984 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -23769.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23772.810547 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -23772.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23778.226562 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -23778.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23784.648438 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -23784.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23787.355469 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -23787.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23793.615234 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -23793.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23799.130859 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -23799.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23803.261719 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -23803.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23803.753906 Penalty: 533.590454
	Iteration 17Q: 3 clusters Score -23803.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23803.753906 Penalty: 533.590454
	Iteration 18F: 3 clusters Score -23803.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 106 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 246 members 
Entering Unmasked Estep 
Score: -58210208.000000 Penalty: 54754.117188
Splitting cluster 78 changes total score from -58210548.000000 to -58210208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7268.128418 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7268.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7050.127930 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7050.128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7090.937012 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7090.937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7114.622559 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7114.623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7128.364746 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7128.365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7134.392578 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7134.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7135.873047 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7135.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7137.014160 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7137.014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7137.014160 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -7137.014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9369.088867 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9369.089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9457.553711 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9457.554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9464.712891 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -9464.713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9472.697266 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9472.697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9475.940430 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9475.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9479.338867 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9479.339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9485.543945 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9485.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9485.543945 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -9485.544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2483.223389 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2483.223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2501.605469 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2501.605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8576.345703 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8576.346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8648.345703 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8648.346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8659.977539 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -8659.978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8679.304688 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8679.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8680.186523 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8680.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8680.186523 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8680.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8045.261719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8045.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7795.170898 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7795.171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7857.726562 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7857.727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7883.451660 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7883.452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7905.454102 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7905.454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7920.358887 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7920.359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7929.323730 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7929.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7934.468262 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7934.468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7938.027832 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7938.028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7938.027832 Penalty: 454.746338
	Iteration 8F: 3 clusters Score -7938.028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21591.132812 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -21591.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21200.341797 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21200.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21283.892578 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21283.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21321.341797 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21321.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21336.832031 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -21336.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21344.232422 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21344.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21349.416016 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21349.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21359.078125 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -21359.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21368.349609 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -21368.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21380.306641 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -21380.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21387.320312 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -21387.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21392.292969 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -21392.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21399.498047 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -21399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21408.804688 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -21408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21411.779297 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -21411.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21413.408203 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -21413.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21413.408203 Penalty: 529.357117
	Iteration 15F: 3 clusters Score -21413.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14324.064453 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14324.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14003.423828 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14003.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14104.223633 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14104.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14131.242188 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14131.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14147.445312 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -14147.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14164.286133 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14164.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14175.307617 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14175.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14183.160156 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14183.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14185.138672 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14185.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14185.138672 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -14185.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3779.808594 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3779.809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3622.070801 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3622.071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3647.562012 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3647.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3652.145020 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3652.145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3653.716309 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -3653.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3653.716309 Penalty: 378.458374
	Iteration 4F: 3 clusters Score -3653.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122759 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112529 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 34222 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139468 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38808 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18071 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116702 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210516.000000 Penalty: 54124.761719
Iteration 439Q: 87 clusters Score -5.821052e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 28509 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 119037 members 
Mstep: Class 8 contains 92772 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122781 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 15835 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 34341 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139457 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38813 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18081 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116654 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5124 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210540.000000 Penalty: 54124.761719
Iteration 440F: 87 clusters Score -5.821054e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 28482 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 119012 members 
Mstep: Class 8 contains 92771 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122792 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112508 members 
Mstep: Class 17 contains 15836 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 34442 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139449 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3591 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38817 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18084 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116611 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5128 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210488.000000 Penalty: 54124.761719
Iteration 441Q: 87 clusters Score -5.821049e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 28446 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 118985 members 
Mstep: Class 8 contains 92764 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9211 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122812 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112498 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 34543 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139441 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3567 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 38817 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18082 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116584 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5132 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210472.000000 Penalty: 54124.761719
Iteration 442Q: 87 clusters Score -5.821047e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 28411 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 118960 members 
Mstep: Class 8 contains 92760 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122816 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112486 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 34658 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139424 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 38827 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18093 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116533 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5135 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210536.000000 Penalty: 54124.761719
Iteration 443Q: 87 clusters Score -5.821054e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 28378 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 118951 members 
Mstep: Class 8 contains 92751 members 
Mstep: Class 9 contains 14856 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122833 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112473 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5611 members 
Mstep: Class 24 contains 34764 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139401 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3538 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38828 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18094 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116493 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210592.000000 Penalty: 54124.761719
Iteration 444Q: 87 clusters Score -5.821059e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 28352 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 118932 members 
Mstep: Class 8 contains 92744 members 
Mstep: Class 9 contains 14859 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122849 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112468 members 
Mstep: Class 17 contains 15860 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 34851 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139382 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3526 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 38826 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 18103 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116453 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5137 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210572.000000 Penalty: 54124.761719
Iteration 445Q: 87 clusters Score -5.821057e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 28323 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 118919 members 
Mstep: Class 8 contains 92731 members 
Mstep: Class 9 contains 14861 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122859 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112464 members 
Mstep: Class 17 contains 15863 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 34927 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139367 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3516 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38834 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18105 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116428 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5137 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210556.000000 Penalty: 54124.761719
Iteration 446Q: 87 clusters Score -5.821056e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 28297 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 118898 members 
Mstep: Class 8 contains 92719 members 
Mstep: Class 9 contains 14862 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122868 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112465 members 
Mstep: Class 17 contains 15869 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 35003 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139347 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3505 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38847 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18111 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116397 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210456.000000 Penalty: 54124.761719
Iteration 447Q: 87 clusters Score -5.821046e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 28274 members 
Mstep: Class 6 contains 12225 members 
Mstep: Class 7 contains 118873 members 
Mstep: Class 8 contains 92713 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122879 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112471 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 35082 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139326 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3491 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 38857 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1405 members 
Mstep: Class 43 contains 18118 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116365 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210420.000000 Penalty: 54124.761719
Iteration 448Q: 87 clusters Score -5.821042e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 28254 members 
Mstep: Class 6 contains 12233 members 
Mstep: Class 7 contains 118856 members 
Mstep: Class 8 contains 92700 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122889 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112472 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5611 members 
Mstep: Class 24 contains 35153 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139302 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 18119 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116333 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 54124.761719
Iteration 449Q: 87 clusters Score -5.821044e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 28230 members 
Mstep: Class 6 contains 12238 members 
Mstep: Class 7 contains 118844 members 
Mstep: Class 8 contains 92693 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122906 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112475 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35224 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139280 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38868 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 18120 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116294 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210408.000000 Penalty: 54124.761719
Iteration 450Q: 87 clusters Score -5.821041e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 28212 members 
Mstep: Class 6 contains 12245 members 
Mstep: Class 7 contains 118830 members 
Mstep: Class 8 contains 92679 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9227 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122923 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112472 members 
Mstep: Class 17 contains 15904 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35288 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139254 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3446 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38879 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 18123 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116261 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210496.000000 Penalty: 54124.761719
Iteration 451Q: 87 clusters Score -5.82105e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 28193 members 
Mstep: Class 6 contains 12249 members 
Mstep: Class 7 contains 118819 members 
Mstep: Class 8 contains 92675 members 
Mstep: Class 9 contains 14865 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122947 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112460 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35358 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139236 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3424 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38872 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 18128 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116228 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210516.000000 Penalty: 54124.761719
Iteration 452Q: 87 clusters Score -5.821052e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 28186 members 
Mstep: Class 6 contains 12253 members 
Mstep: Class 7 contains 118803 members 
Mstep: Class 8 contains 92667 members 
Mstep: Class 9 contains 14867 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122963 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112461 members 
Mstep: Class 17 contains 15910 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35432 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139214 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3406 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38876 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1406 members 
Mstep: Class 43 contains 18134 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116186 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5144 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210540.000000 Penalty: 54124.761719
Iteration 453Q: 87 clusters Score -5.821054e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 28174 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 118784 members 
Mstep: Class 8 contains 92648 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122975 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112468 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35491 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139199 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3387 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38891 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1405 members 
Mstep: Class 43 contains 18142 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116147 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5148 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210596.000000 Penalty: 54124.761719
Iteration 454Q: 87 clusters Score -5.82106e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 28161 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 118759 members 
Mstep: Class 8 contains 92637 members 
Mstep: Class 9 contains 14870 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 122996 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112485 members 
Mstep: Class 17 contains 15913 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35556 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139175 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38894 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18149 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116115 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5148 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210572.000000 Penalty: 54124.761719
Iteration 455Q: 87 clusters Score -5.821057e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 3231 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 28144 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 118749 members 
Mstep: Class 8 contains 92633 members 
Mstep: Class 9 contains 14870 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123012 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112495 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 35611 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139151 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38894 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18155 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116091 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5145 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210556.000000 Penalty: 54124.761719
Iteration 456Q: 87 clusters Score -5.821056e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 28128 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 118747 members 
Mstep: Class 8 contains 92633 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123030 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112501 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 35680 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139123 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38882 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18157 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116063 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5142 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210480.000000 Penalty: 54124.761719
Iteration 457Q: 87 clusters Score -5.821048e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 3227 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 28117 members 
Mstep: Class 6 contains 12256 members 
Mstep: Class 7 contains 118740 members 
Mstep: Class 8 contains 92620 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123042 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 35750 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139099 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 38883 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18155 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116026 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210576.000000 Penalty: 54124.761719
Iteration 458Q: 87 clusters Score -5.821058e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 3227 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 28105 members 
Mstep: Class 6 contains 12257 members 
Mstep: Class 7 contains 118725 members 
Mstep: Class 8 contains 92609 members 
Mstep: Class 9 contains 14868 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123048 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112525 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 35800 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139082 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3333 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 38882 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18157 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 116001 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5142 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 54124.761719
Iteration 459Q: 87 clusters Score -5.821053e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 28090 members 
Mstep: Class 6 contains 12258 members 
Mstep: Class 7 contains 118714 members 
Mstep: Class 8 contains 92591 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123054 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112533 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5611 members 
Mstep: Class 24 contains 35846 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139073 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3328 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38881 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18161 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115971 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 54124.761719
Iteration 460F: 87 clusters Score -5.821053e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 28081 members 
Mstep: Class 6 contains 12260 members 
Mstep: Class 7 contains 118704 members 
Mstep: Class 8 contains 92573 members 
Mstep: Class 9 contains 14870 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9231 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123065 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112537 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5614 members 
Mstep: Class 24 contains 35889 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139068 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3323 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38877 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18165 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115941 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210500.000000 Penalty: 54124.761719
Iteration 461Q: 87 clusters Score -5.82105e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 28072 members 
Mstep: Class 6 contains 12265 members 
Mstep: Class 7 contains 118698 members 
Mstep: Class 8 contains 92557 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123071 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112544 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 35924 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139059 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3320 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38873 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18165 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115912 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210588.000000 Penalty: 54124.761719
Iteration 462Q: 87 clusters Score -5.821059e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11885 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 28061 members 
Mstep: Class 6 contains 12268 members 
Mstep: Class 7 contains 118689 members 
Mstep: Class 8 contains 92543 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123071 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112555 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 35954 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139046 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38877 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18165 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115894 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5141 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210600.000000 Penalty: 54124.761719
Iteration 463Q: 87 clusters Score -5.82106e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 28053 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 118683 members 
Mstep: Class 8 contains 92524 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123070 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112556 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 35979 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139035 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3315 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38887 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18167 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115884 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5140 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210560.000000 Penalty: 54124.761719
Iteration 464Q: 87 clusters Score -5.821056e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 28041 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 118676 members 
Mstep: Class 8 contains 92517 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123085 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112559 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 35994 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139024 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3314 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38876 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18174 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115883 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 54124.761719
Iteration 465Q: 87 clusters Score -5.821053e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11931 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 28026 members 
Mstep: Class 6 contains 12273 members 
Mstep: Class 7 contains 118667 members 
Mstep: Class 8 contains 92508 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123091 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112564 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 36011 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139010 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3309 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38872 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18189 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115875 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210560.000000 Penalty: 54124.761719
Iteration 466Q: 87 clusters Score -5.821056e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 28018 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 118657 members 
Mstep: Class 8 contains 92516 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123100 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112568 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 36024 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139004 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3306 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38854 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18198 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115869 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210484.000000 Penalty: 54124.761719
Iteration 467Q: 87 clusters Score -5.821048e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 28008 members 
Mstep: Class 6 contains 12279 members 
Mstep: Class 7 contains 118654 members 
Mstep: Class 8 contains 92507 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123101 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112567 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 36035 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139004 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3303 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18206 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115860 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5137 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 54124.761719
Iteration 468Q: 87 clusters Score -5.821049e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 27996 members 
Mstep: Class 6 contains 12282 members 
Mstep: Class 7 contains 118651 members 
Mstep: Class 8 contains 92513 members 
Mstep: Class 9 contains 14872 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123109 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112569 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 36059 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139001 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3299 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38857 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18209 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115845 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5138 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210516.000000 Penalty: 54124.761719
Iteration 469Q: 87 clusters Score -5.821052e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11942 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 27981 members 
Mstep: Class 6 contains 12289 members 
Mstep: Class 7 contains 118651 members 
Mstep: Class 8 contains 92513 members 
Mstep: Class 9 contains 14874 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123120 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112567 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 36080 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139004 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3291 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38849 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18205 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115833 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5140 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 54124.761719
Iteration 470Q: 87 clusters Score -5.821049e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11945 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 27966 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 118651 members 
Mstep: Class 8 contains 92505 members 
Mstep: Class 9 contains 14877 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123133 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112567 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 36092 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139005 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3277 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38852 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18202 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115830 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5142 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 54124.761719
Iteration 471Q: 87 clusters Score -5.821043e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4954 members 
Mstep: Class 5 contains 27945 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92498 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123145 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112565 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 36111 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139006 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38852 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18198 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115840 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5147 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210388.000000 Penalty: 54124.761719
Iteration 472Q: 87 clusters Score -5.821039e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 118640 members 
Mstep: Class 8 contains 92493 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123163 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112562 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 36132 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139007 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3249 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38844 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18197 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115846 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5151 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210400.000000 Penalty: 54124.761719
Iteration 473Q: 87 clusters Score -5.82104e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11966 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 27904 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 118643 members 
Mstep: Class 8 contains 92490 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123163 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112564 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 36150 members 
Mstep: Class 25 contains 2787 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139006 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3242 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 38847 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18188 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115852 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5154 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210344.000000 Penalty: 54124.761719
Iteration 474Q: 87 clusters Score -5.821034e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 27879 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 118640 members 
Mstep: Class 8 contains 92482 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123168 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112570 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 36169 members 
Mstep: Class 25 contains 2785 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139003 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3232 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38854 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18185 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115858 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5158 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210316.000000 Penalty: 54124.761719
Iteration 475Q: 87 clusters Score -5.821032e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 118643 members 
Mstep: Class 8 contains 92476 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123173 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 36183 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 139002 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38859 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18186 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115865 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5159 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210368.000000 Penalty: 54124.761719
Iteration 476Q: 87 clusters Score -5.821037e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 27831 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118639 members 
Mstep: Class 8 contains 92468 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123178 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 36198 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138999 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38861 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18185 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115867 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5158 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210376.000000 Penalty: 54124.761719
Iteration 477Q: 87 clusters Score -5.821038e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 27818 members 
Mstep: Class 6 contains 12300 members 
Mstep: Class 7 contains 118642 members 
Mstep: Class 8 contains 92464 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123188 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 36207 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138990 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3207 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38862 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18190 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115868 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5159 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210364.000000 Penalty: 54124.761719
Iteration 478Q: 87 clusters Score -5.821036e+07 nChanged 90
Entering ConstructFrom: 
Score: -58210364.000000 Penalty: 54124.761719
Entering ConstructFrom: 
Trying to split cluster 1 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11667.276367 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11667.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11377.586914 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11377.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11490.440430 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11490.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11520.844727 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11520.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11533.320312 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11533.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11544.791992 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11544.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11564.372070 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11564.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11569.174805 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11569.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11569.620117 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11569.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11569.620117 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11569.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Entering Unmasked Estep 
Score: -735875.812500 Penalty: 427.366119
	Iteration 0F: 2 clusters Score -735875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -727896.750000 Penalty: 854.732239
	Iteration 0F: 3 clusters Score -727896.8 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -731175.687500 Penalty: 854.732239
	Iteration 1F: 3 clusters Score -731175.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -731340.937500 Penalty: 854.732239
	Iteration 2Q: 3 clusters Score -731340.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -731511.312500 Penalty: 854.732239
	Iteration 3Q: 3 clusters Score -731511.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -731722.125000 Penalty: 854.732239
	Iteration 4Q: 3 clusters Score -731722.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -731969.187500 Penalty: 854.732239
	Iteration 5Q: 3 clusters Score -731969.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -732318.000000 Penalty: 854.732239
	Iteration 6Q: 3 clusters Score -732318 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -732863.375000 Penalty: 854.732239
	Iteration 7F: 3 clusters Score -732863.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -733573.187500 Penalty: 854.732239
	Iteration 8F: 3 clusters Score -733573.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -734162.000000 Penalty: 854.732239
	Iteration 9F: 3 clusters Score -734162 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -734509.812500 Penalty: 854.732239
	Iteration 10Q: 3 clusters Score -734509.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -734719.125000 Penalty: 854.732239
	Iteration 11Q: 3 clusters Score -734719.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -734889.500000 Penalty: 854.732239
	Iteration 12Q: 3 clusters Score -734889.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -735038.375000 Penalty: 854.732239
	Iteration 13Q: 3 clusters Score -735038.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -735174.250000 Penalty: 854.732239
	Iteration 14Q: 3 clusters Score -735174.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -735268.562500 Penalty: 854.732239
	Iteration 15Q: 3 clusters Score -735268.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -735313.875000 Penalty: 854.732239
	Iteration 16Q: 3 clusters Score -735313.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -735340.187500 Penalty: 854.732239
	Iteration 17Q: 3 clusters Score -735340.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -735356.000000 Penalty: 854.732239
	Iteration 18Q: 3 clusters Score -735356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -735362.125000 Penalty: 854.732239
	Iteration 19Q: 3 clusters Score -735362.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -735373.250000 Penalty: 854.732239
	Iteration 20F: 3 clusters Score -735373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -735377.375000 Penalty: 854.732239
	Iteration 21Q: 3 clusters Score -735377.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -735379.875000 Penalty: 854.732239
	Iteration 22Q: 3 clusters Score -735379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -735380.250000 Penalty: 854.732239
	Iteration 23Q: 3 clusters Score -735380.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -735380.937500 Penalty: 854.732239
	Iteration 24Q: 3 clusters Score -735380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -735382.500000 Penalty: 854.732239
	Iteration 25Q: 3 clusters Score -735382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -735382.500000 Penalty: 854.732239
	Iteration 26Q: 3 clusters Score -735382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -735383.250000 Penalty: 854.732239
	Iteration 27Q: 3 clusters Score -735383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -735382.625000 Penalty: 854.732239
	Iteration 28Q: 3 clusters Score -735382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -735381.437500 Penalty: 854.732239
	Iteration 29Q: 3 clusters Score -735381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -735381.312500 Penalty: 854.732239
	Iteration 30Q: 3 clusters Score -735381.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -735380.875000 Penalty: 854.732239
	Iteration 31Q: 3 clusters Score -735380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -735381.937500 Penalty: 854.732239
	Iteration 32Q: 3 clusters Score -735381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -735381.250000 Penalty: 854.732239
	Iteration 33Q: 3 clusters Score -735381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -735383.062500 Penalty: 854.732239
	Iteration 34Q: 3 clusters Score -735383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -735381.437500 Penalty: 854.732239
	Iteration 35Q: 3 clusters Score -735381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -735382.125000 Penalty: 854.732239
	Iteration 36Q: 3 clusters Score -735382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -735380.937500 Penalty: 854.732239
	Iteration 37Q: 3 clusters Score -735380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -735382.125000 Penalty: 854.732239
	Iteration 38Q: 3 clusters Score -735382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -735382.500000 Penalty: 854.732239
	Iteration 39Q: 3 clusters Score -735382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -735383.312500 Penalty: 854.732239
	Iteration 40F: 3 clusters Score -735383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -735382.625000 Penalty: 854.732239
	Iteration 41Q: 3 clusters Score -735382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -735382.812500 Penalty: 854.732239
	Iteration 42Q: 3 clusters Score -735382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -735384.062500 Penalty: 854.732239
	Iteration 43Q: 3 clusters Score -735384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -735384.000000 Penalty: 854.732239
	Iteration 44Q: 3 clusters Score -735384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -735383.875000 Penalty: 854.732239
	Iteration 45Q: 3 clusters Score -735383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -735383.937500 Penalty: 854.732239
	Iteration 46Q: 3 clusters Score -735383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -735381.687500 Penalty: 854.732239
	Iteration 47Q: 3 clusters Score -735381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -735382.562500 Penalty: 854.732239
	Iteration 48Q: 3 clusters Score -735382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -735382.437500 Penalty: 854.732239
	Iteration 49Q: 3 clusters Score -735382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -735382.375000 Penalty: 854.732239
	Iteration 50Q: 3 clusters Score -735382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -735384.000000 Penalty: 854.732239
	Iteration 51Q: 3 clusters Score -735384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -735382.062500 Penalty: 854.732239
	Iteration 52Q: 3 clusters Score -735382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -735382.375000 Penalty: 854.732239
	Iteration 53Q: 3 clusters Score -735382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -735381.500000 Penalty: 854.732239
	Iteration 54Q: 3 clusters Score -735381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -735382.000000 Penalty: 854.732239
	Iteration 55Q: 3 clusters Score -735382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -735381.312500 Penalty: 854.732239
	Iteration 56Q: 3 clusters Score -735381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -735383.500000 Penalty: 854.732239
	Iteration 57Q: 3 clusters Score -735383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -735383.500000 Penalty: 854.732239
	Iteration 58F: 3 clusters Score -735383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -167521.375000 Penalty: 367.467285
	Iteration 0F: 2 clusters Score -167521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -165281.015625 Penalty: 734.934570
	Iteration 0F: 3 clusters Score -165281 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -166315.296875 Penalty: 734.934570
	Iteration 1F: 3 clusters Score -166315.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -166596.453125 Penalty: 734.934570
	Iteration 2F: 3 clusters Score -166596.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -166858.968750 Penalty: 734.934570
	Iteration 3F: 3 clusters Score -166859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -167022.359375 Penalty: 734.934570
	Iteration 4F: 3 clusters Score -167022.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -167119.921875 Penalty: 734.934570
	Iteration 5Q: 3 clusters Score -167119.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -167208.687500 Penalty: 734.934570
	Iteration 6Q: 3 clusters Score -167208.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -167272.187500 Penalty: 734.934570
	Iteration 7Q: 3 clusters Score -167272.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167312.234375 Penalty: 734.934570
	Iteration 8Q: 3 clusters Score -167312.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -167334.359375 Penalty: 734.934570
	Iteration 9Q: 3 clusters Score -167334.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167347.750000 Penalty: 734.934570
	Iteration 10Q: 3 clusters Score -167347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167355.328125 Penalty: 734.934570
	Iteration 11Q: 3 clusters Score -167355.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167364.015625 Penalty: 734.934570
	Iteration 12Q: 3 clusters Score -167364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -167373.437500 Penalty: 734.934570
	Iteration 13Q: 3 clusters Score -167373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167385.656250 Penalty: 734.934570
	Iteration 14Q: 3 clusters Score -167385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -167396.968750 Penalty: 734.934570
	Iteration 15Q: 3 clusters Score -167397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167403.359375 Penalty: 734.934570
	Iteration 16Q: 3 clusters Score -167403.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -167414.312500 Penalty: 734.934570
	Iteration 17Q: 3 clusters Score -167414.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167426.109375 Penalty: 734.934570
	Iteration 18Q: 3 clusters Score -167426.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167435.125000 Penalty: 734.934570
	Iteration 19Q: 3 clusters Score -167435.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167442.015625 Penalty: 734.934570
	Iteration 20F: 3 clusters Score -167442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -167448.468750 Penalty: 734.934570
	Iteration 21Q: 3 clusters Score -167448.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167455.093750 Penalty: 734.934570
	Iteration 22Q: 3 clusters Score -167455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167460.078125 Penalty: 734.934570
	Iteration 23Q: 3 clusters Score -167460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167465.953125 Penalty: 734.934570
	Iteration 24Q: 3 clusters Score -167466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -167475.656250 Penalty: 734.934570
	Iteration 25Q: 3 clusters Score -167475.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -167492.546875 Penalty: 734.934570
	Iteration 26Q: 3 clusters Score -167492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167496.671875 Penalty: 734.934570
	Iteration 27Q: 3 clusters Score -167496.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -167500.359375 Penalty: 734.934570
	Iteration 28Q: 3 clusters Score -167500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167501.437500 Penalty: 734.934570
	Iteration 29Q: 3 clusters Score -167501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167503.796875 Penalty: 734.934570
	Iteration 30Q: 3 clusters Score -167503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -167508.093750 Penalty: 734.934570
	Iteration 31Q: 3 clusters Score -167508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -167510.953125 Penalty: 734.934570
	Iteration 32Q: 3 clusters Score -167511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -167512.546875 Penalty: 734.934570
	Iteration 33Q: 3 clusters Score -167512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -167513.796875 Penalty: 734.934570
	Iteration 34Q: 3 clusters Score -167513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167514.140625 Penalty: 734.934570
	Iteration 35Q: 3 clusters Score -167514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -167514.140625 Penalty: 734.934570
	Iteration 36Q: 3 clusters Score -167514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -167514.765625 Penalty: 734.934570
	Iteration 37Q: 3 clusters Score -167514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167514.859375 Penalty: 734.934570
	Iteration 38Q: 3 clusters Score -167514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -167514.921875 Penalty: 734.934570
	Iteration 39Q: 3 clusters Score -167514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -167515.203125 Penalty: 734.934570
	Iteration 40F: 3 clusters Score -167515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -167515.562500 Penalty: 734.934570
	Iteration 41Q: 3 clusters Score -167515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167516.203125 Penalty: 734.934570
	Iteration 42Q: 3 clusters Score -167516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -167517.703125 Penalty: 734.934570
	Iteration 43Q: 3 clusters Score -167517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -167518.421875 Penalty: 734.934570
	Iteration 44Q: 3 clusters Score -167518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -167518.734375 Penalty: 734.934570
	Iteration 45Q: 3 clusters Score -167518.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -167518.734375 Penalty: 734.934570
	Iteration 46F: 3 clusters Score -167518.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -301395.593750 Penalty: 386.964569
	Iteration 0F: 2 clusters Score -301395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -298023.781250 Penalty: 773.929138
	Iteration 0F: 3 clusters Score -298023.8 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -299318.843750 Penalty: 773.929138
	Iteration 1F: 3 clusters Score -299318.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -299460.468750 Penalty: 773.929138
	Iteration 2F: 3 clusters Score -299460.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -299635.968750 Penalty: 773.929138
	Iteration 3F: 3 clusters Score -299636 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -299838.531250 Penalty: 773.929138
	Iteration 4F: 3 clusters Score -299838.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -300080.437500 Penalty: 773.929138
	Iteration 5F: 3 clusters Score -300080.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -300322.687500 Penalty: 773.929138
	Iteration 6F: 3 clusters Score -300322.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -300533.343750 Penalty: 773.929138
	Iteration 7Q: 3 clusters Score -300533.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -300681.312500 Penalty: 773.929138
	Iteration 8Q: 3 clusters Score -300681.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -300791.562500 Penalty: 773.929138
	Iteration 9Q: 3 clusters Score -300791.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -300864.968750 Penalty: 773.929138
	Iteration 10Q: 3 clusters Score -300865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -300922.437500 Penalty: 773.929138
	Iteration 11Q: 3 clusters Score -300922.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -300984.000000 Penalty: 773.929138
	Iteration 12Q: 3 clusters Score -300984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -301045.531250 Penalty: 773.929138
	Iteration 13Q: 3 clusters Score -301045.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -301087.343750 Penalty: 773.929138
	Iteration 14Q: 3 clusters Score -301087.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -301106.062500 Penalty: 773.929138
	Iteration 15Q: 3 clusters Score -301106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -301122.062500 Penalty: 773.929138
	Iteration 16Q: 3 clusters Score -301122.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -301130.781250 Penalty: 773.929138
	Iteration 17Q: 3 clusters Score -301130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -301134.906250 Penalty: 773.929138
	Iteration 18Q: 3 clusters Score -301134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -301135.500000 Penalty: 773.929138
	Iteration 19Q: 3 clusters Score -301135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -301136.625000 Penalty: 773.929138
	Iteration 20F: 3 clusters Score -301136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -301138.531250 Penalty: 773.929138
	Iteration 21Q: 3 clusters Score -301138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -301139.718750 Penalty: 773.929138
	Iteration 22Q: 3 clusters Score -301139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -301141.437500 Penalty: 773.929138
	Iteration 23Q: 3 clusters Score -301141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -301143.781250 Penalty: 773.929138
	Iteration 24Q: 3 clusters Score -301143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -301147.031250 Penalty: 773.929138
	Iteration 25Q: 3 clusters Score -301147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -301150.656250 Penalty: 773.929138
	Iteration 26Q: 3 clusters Score -301150.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -301152.937500 Penalty: 773.929138
	Iteration 27Q: 3 clusters Score -301152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -301154.312500 Penalty: 773.929138
	Iteration 28Q: 3 clusters Score -301154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -301154.625000 Penalty: 773.929138
	Iteration 29Q: 3 clusters Score -301154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -301154.625000 Penalty: 773.929138
	Iteration 30Q: 3 clusters Score -301154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -301156.656250 Penalty: 773.929138
	Iteration 31Q: 3 clusters Score -301156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -301156.968750 Penalty: 773.929138
	Iteration 32Q: 3 clusters Score -301157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -301158.281250 Penalty: 773.929138
	Iteration 33Q: 3 clusters Score -301158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -301159.687500 Penalty: 773.929138
	Iteration 34Q: 3 clusters Score -301159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -301159.875000 Penalty: 773.929138
	Iteration 35Q: 3 clusters Score -301159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -301161.562500 Penalty: 773.929138
	Iteration 36Q: 3 clusters Score -301161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -301161.843750 Penalty: 773.929138
	Iteration 37Q: 3 clusters Score -301161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -301162.531250 Penalty: 773.929138
	Iteration 38Q: 3 clusters Score -301162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -301162.531250 Penalty: 773.929138
	Iteration 39F: 3 clusters Score -301162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Entering Unmasked Estep 
Score: -1677449.125000 Penalty: 465.598541
	Iteration 0F: 2 clusters Score -1677449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1658810.375000 Penalty: 931.197083
	Iteration 0F: 3 clusters Score -1658810 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1666490.250000 Penalty: 931.197083
	Iteration 1F: 3 clusters Score -1666490 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1666927.375000 Penalty: 931.197083
	Iteration 2Q: 3 clusters Score -1666927 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1667594.125000 Penalty: 931.197083
	Iteration 3Q: 3 clusters Score -1667594 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1668610.250000 Penalty: 931.197083
	Iteration 4F: 3 clusters Score -1668610 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1670068.750000 Penalty: 931.197083
	Iteration 5F: 3 clusters Score -1670069 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1671734.000000 Penalty: 931.197083
	Iteration 6F: 3 clusters Score -1671734 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1673018.500000 Penalty: 931.197083
	Iteration 7F: 3 clusters Score -1673018 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1673635.000000 Penalty: 931.197083
	Iteration 8Q: 3 clusters Score -1673635 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1673924.125000 Penalty: 931.197083
	Iteration 9Q: 3 clusters Score -1673924 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1674125.250000 Penalty: 931.197083
	Iteration 10Q: 3 clusters Score -1674125 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1674305.250000 Penalty: 931.197083
	Iteration 11Q: 3 clusters Score -1674305 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1674464.625000 Penalty: 931.197083
	Iteration 12Q: 3 clusters Score -1674465 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1674569.875000 Penalty: 931.197083
	Iteration 13Q: 3 clusters Score -1674570 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1674683.375000 Penalty: 931.197083
	Iteration 14Q: 3 clusters Score -1674683 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1674780.500000 Penalty: 931.197083
	Iteration 15Q: 3 clusters Score -1674780 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1674865.500000 Penalty: 931.197083
	Iteration 16Q: 3 clusters Score -1674866 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1674927.500000 Penalty: 931.197083
	Iteration 17Q: 3 clusters Score -1674928 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1674998.750000 Penalty: 931.197083
	Iteration 18Q: 3 clusters Score -1674999 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1675069.500000 Penalty: 931.197083
	Iteration 19Q: 3 clusters Score -1675070 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1675141.750000 Penalty: 931.197083
	Iteration 20F: 3 clusters Score -1675142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1675203.125000 Penalty: 931.197083
	Iteration 21Q: 3 clusters Score -1675203 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1675251.250000 Penalty: 931.197083
	Iteration 22Q: 3 clusters Score -1675251 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1675318.750000 Penalty: 931.197083
	Iteration 23Q: 3 clusters Score -1675319 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1675377.250000 Penalty: 931.197083
	Iteration 24Q: 3 clusters Score -1675377 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1675427.125000 Penalty: 931.197083
	Iteration 25Q: 3 clusters Score -1675427 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1675462.125000 Penalty: 931.197083
	Iteration 26Q: 3 clusters Score -1675462 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1675521.125000 Penalty: 931.197083
	Iteration 27Q: 3 clusters Score -1675521 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1675566.500000 Penalty: 931.197083
	Iteration 28Q: 3 clusters Score -1675566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1675612.500000 Penalty: 931.197083
	Iteration 29Q: 3 clusters Score -1675612 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1675648.375000 Penalty: 931.197083
	Iteration 30Q: 3 clusters Score -1675648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1675680.750000 Penalty: 931.197083
	Iteration 31Q: 3 clusters Score -1675681 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1675708.500000 Penalty: 931.197083
	Iteration 32Q: 3 clusters Score -1675708 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1675745.500000 Penalty: 931.197083
	Iteration 33Q: 3 clusters Score -1675746 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1675772.000000 Penalty: 931.197083
	Iteration 34Q: 3 clusters Score -1675772 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1675818.125000 Penalty: 931.197083
	Iteration 35Q: 3 clusters Score -1675818 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1675872.750000 Penalty: 931.197083
	Iteration 36Q: 3 clusters Score -1675873 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1675910.375000 Penalty: 931.197083
	Iteration 37Q: 3 clusters Score -1675910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1675960.250000 Penalty: 931.197083
	Iteration 38Q: 3 clusters Score -1675960 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1676019.125000 Penalty: 931.197083
	Iteration 39Q: 3 clusters Score -1676019 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1676072.125000 Penalty: 931.197083
	Iteration 40F: 3 clusters Score -1676072 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1676134.750000 Penalty: 931.197083
	Iteration 41Q: 3 clusters Score -1676135 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1676199.125000 Penalty: 931.197083
	Iteration 42Q: 3 clusters Score -1676199 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1676262.125000 Penalty: 931.197083
	Iteration 43Q: 3 clusters Score -1676262 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1676334.625000 Penalty: 931.197083
	Iteration 44Q: 3 clusters Score -1676335 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1676384.625000 Penalty: 931.197083
	Iteration 45Q: 3 clusters Score -1676385 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1676438.750000 Penalty: 931.197083
	Iteration 46Q: 3 clusters Score -1676439 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1676483.250000 Penalty: 931.197083
	Iteration 47Q: 3 clusters Score -1676483 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1676536.500000 Penalty: 931.197083
	Iteration 48Q: 3 clusters Score -1676536 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1676582.500000 Penalty: 931.197083
	Iteration 49Q: 3 clusters Score -1676582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1676634.250000 Penalty: 931.197083
	Iteration 50Q: 3 clusters Score -1676634 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1676661.125000 Penalty: 931.197083
	Iteration 51Q: 3 clusters Score -1676661 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1676695.375000 Penalty: 931.197083
	Iteration 52Q: 3 clusters Score -1676695 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1676735.250000 Penalty: 931.197083
	Iteration 53Q: 3 clusters Score -1676735 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1676776.500000 Penalty: 931.197083
	Iteration 54Q: 3 clusters Score -1676776 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1676818.875000 Penalty: 931.197083
	Iteration 55Q: 3 clusters Score -1676819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1676848.000000 Penalty: 931.197083
	Iteration 56Q: 3 clusters Score -1676848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1676884.625000 Penalty: 931.197083
	Iteration 57Q: 3 clusters Score -1676885 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1676909.375000 Penalty: 931.197083
	Iteration 58Q: 3 clusters Score -1676909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1676936.625000 Penalty: 931.197083
	Iteration 59Q: 3 clusters Score -1676937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1676948.125000 Penalty: 931.197083
	Iteration 60F: 3 clusters Score -1676948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1676962.125000 Penalty: 931.197083
	Iteration 61Q: 3 clusters Score -1676962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1676975.875000 Penalty: 931.197083
	Iteration 62Q: 3 clusters Score -1676976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1676995.000000 Penalty: 931.197083
	Iteration 63Q: 3 clusters Score -1676995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1677017.500000 Penalty: 931.197083
	Iteration 64Q: 3 clusters Score -1677018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1677025.625000 Penalty: 931.197083
	Iteration 65Q: 3 clusters Score -1677026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1677038.875000 Penalty: 931.197083
	Iteration 66Q: 3 clusters Score -1677039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1677042.750000 Penalty: 931.197083
	Iteration 67Q: 3 clusters Score -1677043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1677054.000000 Penalty: 931.197083
	Iteration 68Q: 3 clusters Score -1677054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1677061.000000 Penalty: 931.197083
	Iteration 69Q: 3 clusters Score -1677061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1677066.875000 Penalty: 931.197083
	Iteration 70Q: 3 clusters Score -1677067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1677075.125000 Penalty: 931.197083
	Iteration 71Q: 3 clusters Score -1677075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1677080.125000 Penalty: 931.197083
	Iteration 72Q: 3 clusters Score -1677080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1677091.500000 Penalty: 931.197083
	Iteration 73Q: 3 clusters Score -1677092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1677094.000000 Penalty: 931.197083
	Iteration 74Q: 3 clusters Score -1677094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1677102.625000 Penalty: 931.197083
	Iteration 75Q: 3 clusters Score -1677103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1677106.125000 Penalty: 931.197083
	Iteration 76Q: 3 clusters Score -1677106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1677109.125000 Penalty: 931.197083
	Iteration 77Q: 3 clusters Score -1677109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1677110.875000 Penalty: 931.197083
	Iteration 78Q: 3 clusters Score -1677111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1677112.625000 Penalty: 931.197083
	Iteration 79Q: 3 clusters Score -1677113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1677114.500000 Penalty: 931.197083
	Iteration 80F: 3 clusters Score -1677114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1677113.750000 Penalty: 931.197083
	Iteration 81Q: 3 clusters Score -1677114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1677116.875000 Penalty: 931.197083
	Iteration 82Q: 3 clusters Score -1677117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1677116.625000 Penalty: 931.197083
	Iteration 83Q: 3 clusters Score -1677117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1677119.375000 Penalty: 931.197083
	Iteration 84Q: 3 clusters Score -1677119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1677122.125000 Penalty: 931.197083
	Iteration 85Q: 3 clusters Score -1677122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1677124.250000 Penalty: 931.197083
	Iteration 86Q: 3 clusters Score -1677124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1677129.125000 Penalty: 931.197083
	Iteration 87Q: 3 clusters Score -1677129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1677131.500000 Penalty: 931.197083
	Iteration 88Q: 3 clusters Score -1677132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1677134.500000 Penalty: 931.197083
	Iteration 89Q: 3 clusters Score -1677134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1677137.250000 Penalty: 931.197083
	Iteration 90Q: 3 clusters Score -1677137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1677137.625000 Penalty: 931.197083
	Iteration 91Q: 3 clusters Score -1677138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1677137.875000 Penalty: 931.197083
	Iteration 92Q: 3 clusters Score -1677138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1677138.250000 Penalty: 931.197083
	Iteration 93Q: 3 clusters Score -1677138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1677140.125000 Penalty: 931.197083
	Iteration 94Q: 3 clusters Score -1677140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1677141.750000 Penalty: 931.197083
	Iteration 95Q: 3 clusters Score -1677142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1677143.750000 Penalty: 931.197083
	Iteration 96Q: 3 clusters Score -1677144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1677147.000000 Penalty: 931.197083
	Iteration 97Q: 3 clusters Score -1677147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1677144.875000 Penalty: 931.197083
	Iteration 98Q: 3 clusters Score -1677145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1677146.125000 Penalty: 931.197083
	Iteration 99Q: 3 clusters Score -1677146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1677147.000000 Penalty: 931.197083
	Iteration 100F: 3 clusters Score -1677147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1677148.375000 Penalty: 931.197083
	Iteration 101Q: 3 clusters Score -1677148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1677146.875000 Penalty: 931.197083
	Iteration 102Q: 3 clusters Score -1677147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1677149.250000 Penalty: 931.197083
	Iteration 103Q: 3 clusters Score -1677149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1677149.250000 Penalty: 931.197083
	Iteration 104F: 3 clusters Score -1677149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -736806.250000 Penalty: 428.485931
	Iteration 0F: 2 clusters Score -736806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -728639.062500 Penalty: 856.971863
	Iteration 0F: 3 clusters Score -728639.1 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -731975.000000 Penalty: 856.971863
	Iteration 1F: 3 clusters Score -731975 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -732283.187500 Penalty: 856.971863
	Iteration 2F: 3 clusters Score -732283.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -732749.250000 Penalty: 856.971863
	Iteration 3F: 3 clusters Score -732749.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -733439.125000 Penalty: 856.971863
	Iteration 4F: 3 clusters Score -733439.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -734355.437500 Penalty: 856.971863
	Iteration 5F: 3 clusters Score -734355.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -735251.062500 Penalty: 856.971863
	Iteration 6F: 3 clusters Score -735251.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -735874.312500 Penalty: 856.971863
	Iteration 7F: 3 clusters Score -735874.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -736195.937500 Penalty: 856.971863
	Iteration 8Q: 3 clusters Score -736195.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -736316.500000 Penalty: 856.971863
	Iteration 9Q: 3 clusters Score -736316.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -736364.000000 Penalty: 856.971863
	Iteration 10Q: 3 clusters Score -736364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -736394.937500 Penalty: 856.971863
	Iteration 11Q: 3 clusters Score -736394.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -736410.000000 Penalty: 856.971863
	Iteration 12Q: 3 clusters Score -736410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -736423.875000 Penalty: 856.971863
	Iteration 13Q: 3 clusters Score -736423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -736424.937500 Penalty: 856.971863
	Iteration 14Q: 3 clusters Score -736424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -736428.375000 Penalty: 856.971863
	Iteration 15Q: 3 clusters Score -736428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -736433.375000 Penalty: 856.971863
	Iteration 16Q: 3 clusters Score -736433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -736433.375000 Penalty: 856.971863
	Iteration 17F: 3 clusters Score -736433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Entering Unmasked Estep 
Score: -6985649.000000 Penalty: 531.617432
	Iteration 0F: 2 clusters Score -6985649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -6905577.500000 Penalty: 1063.234863
	Iteration 0F: 3 clusters Score -6905578 nChanged 58190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -6942869.000000 Penalty: 1063.234863
	Iteration 1F: 3 clusters Score -6942869 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -6946098.000000 Penalty: 1063.234863
	Iteration 2F: 3 clusters Score -6946098 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -6950851.000000 Penalty: 1063.234863
	Iteration 3F: 3 clusters Score -6950851 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6957509.500000 Penalty: 1063.234863
	Iteration 4F: 3 clusters Score -6957510 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6964066.500000 Penalty: 1063.234863
	Iteration 5F: 3 clusters Score -6964066 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6967682.500000 Penalty: 1063.234863
	Iteration 6F: 3 clusters Score -6967682 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6969071.500000 Penalty: 1063.234863
	Iteration 7Q: 3 clusters Score -6969072 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -6969757.500000 Penalty: 1063.234863
	Iteration 8Q: 3 clusters Score -6969758 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -6970360.500000 Penalty: 1063.234863
	Iteration 9Q: 3 clusters Score -6970360 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -6970973.000000 Penalty: 1063.234863
	Iteration 10Q: 3 clusters Score -6970973 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6971622.000000 Penalty: 1063.234863
	Iteration 11Q: 3 clusters Score -6971622 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6972218.500000 Penalty: 1063.234863
	Iteration 12Q: 3 clusters Score -6972218 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6972762.000000 Penalty: 1063.234863
	Iteration 13Q: 3 clusters Score -6972762 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -6973320.000000 Penalty: 1063.234863
	Iteration 14Q: 3 clusters Score -6973320 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -6973878.500000 Penalty: 1063.234863
	Iteration 15Q: 3 clusters Score -6973878 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -6974311.500000 Penalty: 1063.234863
	Iteration 16Q: 3 clusters Score -6974312 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -6974791.000000 Penalty: 1063.234863
	Iteration 17Q: 3 clusters Score -6974791 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -6975239.000000 Penalty: 1063.234863
	Iteration 18Q: 3 clusters Score -6975239 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6975613.000000 Penalty: 1063.234863
	Iteration 19Q: 3 clusters Score -6975613 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -6976003.500000 Penalty: 1063.234863
	Iteration 20F: 3 clusters Score -6976004 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6976331.000000 Penalty: 1063.234863
	Iteration 21Q: 3 clusters Score -6976331 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6976625.000000 Penalty: 1063.234863
	Iteration 22Q: 3 clusters Score -6976625 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6976881.000000 Penalty: 1063.234863
	Iteration 23Q: 3 clusters Score -6976881 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -6977165.000000 Penalty: 1063.234863
	Iteration 24Q: 3 clusters Score -6977165 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6977443.000000 Penalty: 1063.234863
	Iteration 25Q: 3 clusters Score -6977443 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -6977799.000000 Penalty: 1063.234863
	Iteration 26Q: 3 clusters Score -6977799 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6978119.500000 Penalty: 1063.234863
	Iteration 27Q: 3 clusters Score -6978120 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6978466.000000 Penalty: 1063.234863
	Iteration 28Q: 3 clusters Score -6978466 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6978854.000000 Penalty: 1063.234863
	Iteration 29Q: 3 clusters Score -6978854 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6979241.500000 Penalty: 1063.234863
	Iteration 30Q: 3 clusters Score -6979242 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -6979596.500000 Penalty: 1063.234863
	Iteration 31Q: 3 clusters Score -6979596 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -6979864.000000 Penalty: 1063.234863
	Iteration 32Q: 3 clusters Score -6979864 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -6980250.000000 Penalty: 1063.234863
	Iteration 33Q: 3 clusters Score -6980250 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -6980701.000000 Penalty: 1063.234863
	Iteration 34Q: 3 clusters Score -6980701 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -6981153.000000 Penalty: 1063.234863
	Iteration 35Q: 3 clusters Score -6981153 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -6981600.500000 Penalty: 1063.234863
	Iteration 36Q: 3 clusters Score -6981600 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -6981983.500000 Penalty: 1063.234863
	Iteration 37Q: 3 clusters Score -6981984 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -6982317.000000 Penalty: 1063.234863
	Iteration 38Q: 3 clusters Score -6982317 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -6982632.500000 Penalty: 1063.234863
	Iteration 39Q: 3 clusters Score -6982632 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -6983004.000000 Penalty: 1063.234863
	Iteration 40F: 3 clusters Score -6983004 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -6983302.500000 Penalty: 1063.234863
	Iteration 41Q: 3 clusters Score -6983302 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -6983598.000000 Penalty: 1063.234863
	Iteration 42Q: 3 clusters Score -6983598 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111492 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -6983882.000000 Penalty: 1063.234863
	Iteration 43Q: 3 clusters Score -6983882 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6984189.000000 Penalty: 1063.234863
	Iteration 44Q: 3 clusters Score -6984189 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -6984403.000000 Penalty: 1063.234863
	Iteration 45Q: 3 clusters Score -6984403 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6984600.000000 Penalty: 1063.234863
	Iteration 46Q: 3 clusters Score -6984600 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6984760.500000 Penalty: 1063.234863
	Iteration 47Q: 3 clusters Score -6984760 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114828 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6984930.000000 Penalty: 1063.234863
	Iteration 48Q: 3 clusters Score -6984930 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6985050.000000 Penalty: 1063.234863
	Iteration 49Q: 3 clusters Score -6985050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6985171.000000 Penalty: 1063.234863
	Iteration 50Q: 3 clusters Score -6985171 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6985298.000000 Penalty: 1063.234863
	Iteration 51Q: 3 clusters Score -6985298 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6985373.000000 Penalty: 1063.234863
	Iteration 52Q: 3 clusters Score -6985373 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6985394.000000 Penalty: 1063.234863
	Iteration 53Q: 3 clusters Score -6985394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6985436.500000 Penalty: 1063.234863
	Iteration 54Q: 3 clusters Score -6985436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6985464.500000 Penalty: 1063.234863
	Iteration 55Q: 3 clusters Score -6985464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116979 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6985481.000000 Penalty: 1063.234863
	Iteration 56Q: 3 clusters Score -6985481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6985510.000000 Penalty: 1063.234863
	Iteration 57Q: 3 clusters Score -6985510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6985521.000000 Penalty: 1063.234863
	Iteration 58Q: 3 clusters Score -6985521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6985542.500000 Penalty: 1063.234863
	Iteration 59Q: 3 clusters Score -6985542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6985545.500000 Penalty: 1063.234863
	Iteration 60F: 3 clusters Score -6985546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6985564.000000 Penalty: 1063.234863
	Iteration 61Q: 3 clusters Score -6985564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6985571.500000 Penalty: 1063.234863
	Iteration 62Q: 3 clusters Score -6985572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117448 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6985569.500000 Penalty: 1063.234863
	Iteration 63Q: 3 clusters Score -6985570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6985569.000000 Penalty: 1063.234863
	Iteration 64Q: 3 clusters Score -6985569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117524 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6985576.000000 Penalty: 1063.234863
	Iteration 65Q: 3 clusters Score -6985576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6985582.500000 Penalty: 1063.234863
	Iteration 66Q: 3 clusters Score -6985582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6985583.000000 Penalty: 1063.234863
	Iteration 67Q: 3 clusters Score -6985583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6985592.500000 Penalty: 1063.234863
	Iteration 68Q: 3 clusters Score -6985592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6985592.000000 Penalty: 1063.234863
	Iteration 69Q: 3 clusters Score -6985592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117670 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6985595.000000 Penalty: 1063.234863
	Iteration 70Q: 3 clusters Score -6985595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6985591.500000 Penalty: 1063.234863
	Iteration 71Q: 3 clusters Score -6985592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6985587.000000 Penalty: 1063.234863
	Iteration 72Q: 3 clusters Score -6985587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117706 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6985600.000000 Penalty: 1063.234863
	Iteration 73Q: 3 clusters Score -6985600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6985599.000000 Penalty: 1063.234863
	Iteration 74Q: 3 clusters Score -6985599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6985597.000000 Penalty: 1063.234863
	Iteration 75Q: 3 clusters Score -6985597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6985600.000000 Penalty: 1063.234863
	Iteration 76Q: 3 clusters Score -6985600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6985605.500000 Penalty: 1063.234863
	Iteration 77Q: 3 clusters Score -6985606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117751 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6985612.000000 Penalty: 1063.234863
	Iteration 78Q: 3 clusters Score -6985612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6985600.000000 Penalty: 1063.234863
	Iteration 79Q: 3 clusters Score -6985600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6985601.000000 Penalty: 1063.234863
	Iteration 80F: 3 clusters Score -6985601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117789 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6985598.000000 Penalty: 1063.234863
	Iteration 81Q: 3 clusters Score -6985598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6985600.500000 Penalty: 1063.234863
	Iteration 82Q: 3 clusters Score -6985600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6985601.500000 Penalty: 1063.234863
	Iteration 83Q: 3 clusters Score -6985602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6985604.500000 Penalty: 1063.234863
	Iteration 84Q: 3 clusters Score -6985604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6985603.000000 Penalty: 1063.234863
	Iteration 85Q: 3 clusters Score -6985603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6985599.500000 Penalty: 1063.234863
	Iteration 86Q: 3 clusters Score -6985600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6985606.000000 Penalty: 1063.234863
	Iteration 87Q: 3 clusters Score -6985606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6985606.500000 Penalty: 1063.234863
	Iteration 88Q: 3 clusters Score -6985606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6985601.000000 Penalty: 1063.234863
	Iteration 89Q: 3 clusters Score -6985601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6985598.500000 Penalty: 1063.234863
	Iteration 90Q: 3 clusters Score -6985598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117856 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6985609.500000 Penalty: 1063.234863
	Iteration 91Q: 3 clusters Score -6985610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6985607.000000 Penalty: 1063.234863
	Iteration 92Q: 3 clusters Score -6985607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6985602.500000 Penalty: 1063.234863
	Iteration 93Q: 3 clusters Score -6985602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117861 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6985600.000000 Penalty: 1063.234863
	Iteration 94Q: 3 clusters Score -6985600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6985603.500000 Penalty: 1063.234863
	Iteration 95Q: 3 clusters Score -6985604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6985603.500000 Penalty: 1063.234863
	Iteration 96F: 3 clusters Score -6985604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Entering Unmasked Estep 
Score: -5593029.500000 Penalty: 520.270691
	Iteration 0F: 2 clusters Score -5593030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5530617.500000 Penalty: 1040.541382
	Iteration 0F: 3 clusters Score -5530618 nChanged 45170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -5558891.000000 Penalty: 1040.541382
	Iteration 1F: 3 clusters Score -5558891 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -5561615.500000 Penalty: 1040.541382
	Iteration 2F: 3 clusters Score -5561616 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -5566840.500000 Penalty: 1040.541382
	Iteration 3F: 3 clusters Score -5566840 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -5575065.000000 Penalty: 1040.541382
	Iteration 4F: 3 clusters Score -5575065 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -5584136.500000 Penalty: 1040.541382
	Iteration 5F: 3 clusters Score -5584136 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -5589807.500000 Penalty: 1040.541382
	Iteration 6F: 3 clusters Score -5589808 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -5591858.000000 Penalty: 1040.541382
	Iteration 7Q: 3 clusters Score -5591858 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -5592366.000000 Penalty: 1040.541382
	Iteration 8Q: 3 clusters Score -5592366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -5592500.500000 Penalty: 1040.541382
	Iteration 9Q: 3 clusters Score -5592500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -5592556.500000 Penalty: 1040.541382
	Iteration 10Q: 3 clusters Score -5592556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -5592565.500000 Penalty: 1040.541382
	Iteration 11Q: 3 clusters Score -5592566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -5592573.500000 Penalty: 1040.541382
	Iteration 12Q: 3 clusters Score -5592574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -5592579.500000 Penalty: 1040.541382
	Iteration 13Q: 3 clusters Score -5592580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -5592583.000000 Penalty: 1040.541382
	Iteration 14Q: 3 clusters Score -5592583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -5592581.000000 Penalty: 1040.541382
	Iteration 15Q: 3 clusters Score -5592581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -5592596.000000 Penalty: 1040.541382
	Iteration 16Q: 3 clusters Score -5592596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -5592601.500000 Penalty: 1040.541382
	Iteration 17Q: 3 clusters Score -5592602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -5592600.500000 Penalty: 1040.541382
	Iteration 18Q: 3 clusters Score -5592600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -5592603.000000 Penalty: 1040.541382
	Iteration 19Q: 3 clusters Score -5592603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -5592602.000000 Penalty: 1040.541382
	Iteration 20F: 3 clusters Score -5592602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -5592605.500000 Penalty: 1040.541382
	Iteration 21Q: 3 clusters Score -5592606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -5592607.000000 Penalty: 1040.541382
	Iteration 22Q: 3 clusters Score -5592607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -5592607.000000 Penalty: 1040.541382
	Iteration 23F: 3 clusters Score -5592607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Entering Unmasked Estep 
Score: -903586.375000 Penalty: 437.165894
	Iteration 0F: 2 clusters Score -903586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -893718.125000 Penalty: 874.331787
	Iteration 0F: 3 clusters Score -893718.1 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -897928.812500 Penalty: 874.331787
	Iteration 1F: 3 clusters Score -897928.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -898483.000000 Penalty: 874.331787
	Iteration 2F: 3 clusters Score -898483 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -899320.312500 Penalty: 874.331787
	Iteration 3F: 3 clusters Score -899320.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -900411.500000 Penalty: 874.331787
	Iteration 4F: 3 clusters Score -900411.5 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -901548.625000 Penalty: 874.331787
	Iteration 5F: 3 clusters Score -901548.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -902380.625000 Penalty: 874.331787
	Iteration 6F: 3 clusters Score -902380.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -902849.875000 Penalty: 874.331787
	Iteration 7Q: 3 clusters Score -902849.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -903057.687500 Penalty: 874.331787
	Iteration 8Q: 3 clusters Score -903057.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -903154.437500 Penalty: 874.331787
	Iteration 9Q: 3 clusters Score -903154.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -903207.687500 Penalty: 874.331787
	Iteration 10Q: 3 clusters Score -903207.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -903240.625000 Penalty: 874.331787
	Iteration 11Q: 3 clusters Score -903240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -903245.625000 Penalty: 874.331787
	Iteration 12Q: 3 clusters Score -903245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -903251.187500 Penalty: 874.331787
	Iteration 13Q: 3 clusters Score -903251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -903254.375000 Penalty: 874.331787
	Iteration 14Q: 3 clusters Score -903254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -903255.937500 Penalty: 874.331787
	Iteration 15Q: 3 clusters Score -903255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -903255.750000 Penalty: 874.331787
	Iteration 16Q: 3 clusters Score -903255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -903255.750000 Penalty: 874.331787
	Iteration 17F: 3 clusters Score -903255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11732.909180 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11732.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11441.772461 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -11441.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11514.784180 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -11514.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11543.577148 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11543.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11559.262695 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11559.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11564.475586 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11564.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11566.916992 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11566.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11568.917969 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -11568.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11570.986328 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -11570.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11572.207031 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -11572.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11572.207031 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -11572.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5988.874512 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5988.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5746.291992 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5746.292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5850.070801 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5850.071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5876.925781 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5876.926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5910.674805 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5910.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5916.548828 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -5916.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5919.675781 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -5919.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5920.777832 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -5920.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5920.777832 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -5920.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -557098.375000 Penalty: 415.449371
	Iteration 0F: 2 clusters Score -557098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -550917.437500 Penalty: 830.898743
	Iteration 0F: 3 clusters Score -550917.4 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -553372.312500 Penalty: 830.898743
	Iteration 1F: 3 clusters Score -553372.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -553635.750000 Penalty: 830.898743
	Iteration 2F: 3 clusters Score -553635.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -553940.375000 Penalty: 830.898743
	Iteration 3F: 3 clusters Score -553940.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -554321.812500 Penalty: 830.898743
	Iteration 4F: 3 clusters Score -554321.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -554775.062500 Penalty: 830.898743
	Iteration 5F: 3 clusters Score -554775.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -555256.437500 Penalty: 830.898743
	Iteration 6F: 3 clusters Score -555256.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -555652.875000 Penalty: 830.898743
	Iteration 7F: 3 clusters Score -555652.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -555949.937500 Penalty: 830.898743
	Iteration 8Q: 3 clusters Score -555949.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -556175.250000 Penalty: 830.898743
	Iteration 9Q: 3 clusters Score -556175.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -556329.562500 Penalty: 830.898743
	Iteration 10Q: 3 clusters Score -556329.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -556465.687500 Penalty: 830.898743
	Iteration 11Q: 3 clusters Score -556465.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -556550.375000 Penalty: 830.898743
	Iteration 12Q: 3 clusters Score -556550.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -556608.187500 Penalty: 830.898743
	Iteration 13Q: 3 clusters Score -556608.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -556657.625000 Penalty: 830.898743
	Iteration 14Q: 3 clusters Score -556657.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -556689.812500 Penalty: 830.898743
	Iteration 15Q: 3 clusters Score -556689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -556708.062500 Penalty: 830.898743
	Iteration 16Q: 3 clusters Score -556708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -556716.250000 Penalty: 830.898743
	Iteration 17Q: 3 clusters Score -556716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -556730.187500 Penalty: 830.898743
	Iteration 18Q: 3 clusters Score -556730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -556736.937500 Penalty: 830.898743
	Iteration 19Q: 3 clusters Score -556736.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -556742.187500 Penalty: 830.898743
	Iteration 20F: 3 clusters Score -556742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -556744.500000 Penalty: 830.898743
	Iteration 21Q: 3 clusters Score -556744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -556746.375000 Penalty: 830.898743
	Iteration 22Q: 3 clusters Score -556746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -556748.875000 Penalty: 830.898743
	Iteration 23Q: 3 clusters Score -556748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -556755.625000 Penalty: 830.898743
	Iteration 24Q: 3 clusters Score -556755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -556765.125000 Penalty: 830.898743
	Iteration 25Q: 3 clusters Score -556765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -556767.562500 Penalty: 830.898743
	Iteration 26Q: 3 clusters Score -556767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -556767.750000 Penalty: 830.898743
	Iteration 27Q: 3 clusters Score -556767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -556767.875000 Penalty: 830.898743
	Iteration 28Q: 3 clusters Score -556767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -556768.750000 Penalty: 830.898743
	Iteration 29Q: 3 clusters Score -556768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -556770.750000 Penalty: 830.898743
	Iteration 30Q: 3 clusters Score -556770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -556770.750000 Penalty: 830.898743
	Iteration 31F: 3 clusters Score -556770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Entering Unmasked Estep 
Score: -4374156.000000 Penalty: 509.450165
	Iteration 0F: 2 clusters Score -4374156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4324998.500000 Penalty: 1018.900330
	Iteration 0F: 3 clusters Score -4324998 nChanged 35530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4345851.000000 Penalty: 1018.900330
	Iteration 1F: 3 clusters Score -4345851 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4346332.500000 Penalty: 1018.900330
	Iteration 2Q: 3 clusters Score -4346332 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4346982.000000 Penalty: 1018.900330
	Iteration 3Q: 3 clusters Score -4346982 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4348043.500000 Penalty: 1018.900330
	Iteration 4Q: 3 clusters Score -4348044 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4349800.500000 Penalty: 1018.900330
	Iteration 5Q: 3 clusters Score -4349800 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4352610.000000 Penalty: 1018.900330
	Iteration 6F: 3 clusters Score -4352610 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4356391.500000 Penalty: 1018.900330
	Iteration 7F: 3 clusters Score -4356392 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4359187.500000 Penalty: 1018.900330
	Iteration 8F: 3 clusters Score -4359188 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4360116.500000 Penalty: 1018.900330
	Iteration 9Q: 3 clusters Score -4360116 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4360337.500000 Penalty: 1018.900330
	Iteration 10Q: 3 clusters Score -4360338 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4360451.500000 Penalty: 1018.900330
	Iteration 11Q: 3 clusters Score -4360452 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4360572.000000 Penalty: 1018.900330
	Iteration 12Q: 3 clusters Score -4360572 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4360693.500000 Penalty: 1018.900330
	Iteration 13Q: 3 clusters Score -4360694 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4360813.000000 Penalty: 1018.900330
	Iteration 14Q: 3 clusters Score -4360813 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -4360974.000000 Penalty: 1018.900330
	Iteration 15Q: 3 clusters Score -4360974 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4361117.500000 Penalty: 1018.900330
	Iteration 16Q: 3 clusters Score -4361118 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4361289.500000 Penalty: 1018.900330
	Iteration 17Q: 3 clusters Score -4361290 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4361536.500000 Penalty: 1018.900330
	Iteration 18Q: 3 clusters Score -4361536 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4361770.500000 Penalty: 1018.900330
	Iteration 19Q: 3 clusters Score -4361770 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4362048.500000 Penalty: 1018.900330
	Iteration 20F: 3 clusters Score -4362048 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4362360.500000 Penalty: 1018.900330
	Iteration 21Q: 3 clusters Score -4362360 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4362677.500000 Penalty: 1018.900330
	Iteration 22Q: 3 clusters Score -4362678 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4363113.000000 Penalty: 1018.900330
	Iteration 23Q: 3 clusters Score -4363113 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4363547.500000 Penalty: 1018.900330
	Iteration 24Q: 3 clusters Score -4363548 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4364078.000000 Penalty: 1018.900330
	Iteration 25Q: 3 clusters Score -4364078 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4364692.000000 Penalty: 1018.900330
	Iteration 26Q: 3 clusters Score -4364692 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4365397.000000 Penalty: 1018.900330
	Iteration 27Q: 3 clusters Score -4365397 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4366257.500000 Penalty: 1018.900330
	Iteration 28Q: 3 clusters Score -4366258 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4367230.000000 Penalty: 1018.900330
	Iteration 29Q: 3 clusters Score -4367230 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4368168.500000 Penalty: 1018.900330
	Iteration 30Q: 3 clusters Score -4368168 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4369135.000000 Penalty: 1018.900330
	Iteration 31Q: 3 clusters Score -4369135 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4370128.500000 Penalty: 1018.900330
	Iteration 32Q: 3 clusters Score -4370128 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4371027.500000 Penalty: 1018.900330
	Iteration 33Q: 3 clusters Score -4371028 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4371816.500000 Penalty: 1018.900330
	Iteration 34Q: 3 clusters Score -4371816 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4372490.000000 Penalty: 1018.900330
	Iteration 35Q: 3 clusters Score -4372490 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4373009.000000 Penalty: 1018.900330
	Iteration 36Q: 3 clusters Score -4373009 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4373429.500000 Penalty: 1018.900330
	Iteration 37Q: 3 clusters Score -4373430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4373609.500000 Penalty: 1018.900330
	Iteration 38Q: 3 clusters Score -4373610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4373674.000000 Penalty: 1018.900330
	Iteration 39Q: 3 clusters Score -4373674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4373702.000000 Penalty: 1018.900330
	Iteration 40F: 3 clusters Score -4373702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4373707.500000 Penalty: 1018.900330
	Iteration 41Q: 3 clusters Score -4373708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4373716.000000 Penalty: 1018.900330
	Iteration 42Q: 3 clusters Score -4373716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4373716.500000 Penalty: 1018.900330
	Iteration 43Q: 3 clusters Score -4373716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4373716.500000 Penalty: 1018.900330
	Iteration 44F: 3 clusters Score -4373716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (123196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Entering Unmasked Estep 
Score: -7424099.000000 Penalty: 533.329712
	Iteration 0F: 2 clusters Score -7424099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -7342283.000000 Penalty: 1066.659424
	Iteration 0F: 3 clusters Score -7342283 nChanged 60024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -7380376.000000 Penalty: 1066.659424
	Iteration 1F: 3 clusters Score -7380376 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7383615.000000 Penalty: 1066.659424
	Iteration 2F: 3 clusters Score -7383615 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -7388679.500000 Penalty: 1066.659424
	Iteration 3F: 3 clusters Score -7388680 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -7395966.000000 Penalty: 1066.659424
	Iteration 4F: 3 clusters Score -7395966 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7405250.500000 Penalty: 1066.659424
	Iteration 5F: 3 clusters Score -7405250 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7413836.000000 Penalty: 1066.659424
	Iteration 6F: 3 clusters Score -7413836 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -7418699.000000 Penalty: 1066.659424
	Iteration 7Q: 3 clusters Score -7418699 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -7420896.500000 Penalty: 1066.659424
	Iteration 8Q: 3 clusters Score -7420896 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -7422151.000000 Penalty: 1066.659424
	Iteration 9Q: 3 clusters Score -7422151 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -7422885.500000 Penalty: 1066.659424
	Iteration 10Q: 3 clusters Score -7422886 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -7423246.000000 Penalty: 1066.659424
	Iteration 11Q: 3 clusters Score -7423246 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -7423501.500000 Penalty: 1066.659424
	Iteration 12Q: 3 clusters Score -7423502 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7423649.500000 Penalty: 1066.659424
	Iteration 13Q: 3 clusters Score -7423650 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -7423762.500000 Penalty: 1066.659424
	Iteration 14Q: 3 clusters Score -7423762 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7423790.500000 Penalty: 1066.659424
	Iteration 15Q: 3 clusters Score -7423790 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -7423791.500000 Penalty: 1066.659424
	Iteration 16Q: 3 clusters Score -7423792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -7423829.500000 Penalty: 1066.659424
	Iteration 17Q: 3 clusters Score -7423830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7423817.500000 Penalty: 1066.659424
	Iteration 18Q: 3 clusters Score -7423818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -7423835.000000 Penalty: 1066.659424
	Iteration 19Q: 3 clusters Score -7423835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -7423845.000000 Penalty: 1066.659424
	Iteration 20F: 3 clusters Score -7423845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7423845.500000 Penalty: 1066.659424
	Iteration 21Q: 3 clusters Score -7423846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -7423852.000000 Penalty: 1066.659424
	Iteration 22Q: 3 clusters Score -7423852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7423851.000000 Penalty: 1066.659424
	Iteration 23Q: 3 clusters Score -7423851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -7423859.500000 Penalty: 1066.659424
	Iteration 24Q: 3 clusters Score -7423860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -7423858.000000 Penalty: 1066.659424
	Iteration 25Q: 3 clusters Score -7423858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -7423866.000000 Penalty: 1066.659424
	Iteration 26Q: 3 clusters Score -7423866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -7423874.500000 Penalty: 1066.659424
	Iteration 27Q: 3 clusters Score -7423874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -7423879.000000 Penalty: 1066.659424
	Iteration 28Q: 3 clusters Score -7423879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -7423866.500000 Penalty: 1066.659424
	Iteration 29Q: 3 clusters Score -7423866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -7423863.500000 Penalty: 1066.659424
	Iteration 30Q: 3 clusters Score -7423864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7423877.000000 Penalty: 1066.659424
	Iteration 31Q: 3 clusters Score -7423877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -7423881.500000 Penalty: 1066.659424
	Iteration 32Q: 3 clusters Score -7423882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -7423890.500000 Penalty: 1066.659424
	Iteration 33Q: 3 clusters Score -7423890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -7423894.000000 Penalty: 1066.659424
	Iteration 34Q: 3 clusters Score -7423894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7423912.000000 Penalty: 1066.659424
	Iteration 35Q: 3 clusters Score -7423912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -7423903.000000 Penalty: 1066.659424
	Iteration 36Q: 3 clusters Score -7423903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7423895.000000 Penalty: 1066.659424
	Iteration 37Q: 3 clusters Score -7423895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -7423899.000000 Penalty: 1066.659424
	Iteration 38Q: 3 clusters Score -7423899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -7423894.000000 Penalty: 1066.659424
	Iteration 39Q: 3 clusters Score -7423894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -7423896.000000 Penalty: 1066.659424
	Iteration 40F: 3 clusters Score -7423896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -7423900.000000 Penalty: 1066.659424
	Iteration 41Q: 3 clusters Score -7423900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -7423896.000000 Penalty: 1066.659424
	Iteration 42Q: 3 clusters Score -7423896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -7423901.000000 Penalty: 1066.659424
	Iteration 43Q: 3 clusters Score -7423901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -7423906.000000 Penalty: 1066.659424
	Iteration 44Q: 3 clusters Score -7423906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -7423909.500000 Penalty: 1066.659424
	Iteration 45Q: 3 clusters Score -7423910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -7423908.500000 Penalty: 1066.659424
	Iteration 46Q: 3 clusters Score -7423908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7423907.500000 Penalty: 1066.659424
	Iteration 47Q: 3 clusters Score -7423908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -7423900.000000 Penalty: 1066.659424
	Iteration 48Q: 3 clusters Score -7423900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -7423900.000000 Penalty: 1066.659424
	Iteration 49Q: 3 clusters Score -7423900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -7423895.000000 Penalty: 1066.659424
	Iteration 50Q: 3 clusters Score -7423895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -7423900.000000 Penalty: 1066.659424
	Iteration 51Q: 3 clusters Score -7423900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -7423893.500000 Penalty: 1066.659424
	Iteration 52Q: 3 clusters Score -7423894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -7423889.000000 Penalty: 1066.659424
	Iteration 53Q: 3 clusters Score -7423889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -7423892.000000 Penalty: 1066.659424
	Iteration 54Q: 3 clusters Score -7423892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7423890.500000 Penalty: 1066.659424
	Iteration 55Q: 3 clusters Score -7423890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7423902.000000 Penalty: 1066.659424
	Iteration 56Q: 3 clusters Score -7423902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -7423898.000000 Penalty: 1066.659424
	Iteration 57Q: 3 clusters Score -7423898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -7423902.000000 Penalty: 1066.659424
	Iteration 58Q: 3 clusters Score -7423902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7423901.500000 Penalty: 1066.659424
	Iteration 59Q: 3 clusters Score -7423902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7423905.500000 Penalty: 1066.659424
	Iteration 60F: 3 clusters Score -7423906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -7423899.000000 Penalty: 1066.659424
	Iteration 61Q: 3 clusters Score -7423899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7423898.000000 Penalty: 1066.659424
	Iteration 62Q: 3 clusters Score -7423898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -7423899.000000 Penalty: 1066.659424
	Iteration 63Q: 3 clusters Score -7423899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -7423896.000000 Penalty: 1066.659424
	Iteration 64Q: 3 clusters Score -7423896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -7423895.500000 Penalty: 1066.659424
	Iteration 65Q: 3 clusters Score -7423896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -7423896.500000 Penalty: 1066.659424
	Iteration 66Q: 3 clusters Score -7423896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -7423896.500000 Penalty: 1066.659424
	Iteration 67F: 3 clusters Score -7423896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -357386.062500 Penalty: 396.385681
	Iteration 0F: 2 clusters Score -357386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -353291.500000 Penalty: 792.771362
	Iteration 0F: 3 clusters Score -353291.5 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -354826.656250 Penalty: 792.771362
	Iteration 1F: 3 clusters Score -354826.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -354947.125000 Penalty: 792.771362
	Iteration 2F: 3 clusters Score -354947.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -355045.062500 Penalty: 792.771362
	Iteration 3Q: 3 clusters Score -355045.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -355131.156250 Penalty: 792.771362
	Iteration 4Q: 3 clusters Score -355131.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -355225.843750 Penalty: 792.771362
	Iteration 5Q: 3 clusters Score -355225.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -355343.031250 Penalty: 792.771362
	Iteration 6Q: 3 clusters Score -355343 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -355496.093750 Penalty: 792.771362
	Iteration 7Q: 3 clusters Score -355496.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -355698.093750 Penalty: 792.771362
	Iteration 8Q: 3 clusters Score -355698.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -355927.312500 Penalty: 792.771362
	Iteration 9F: 3 clusters Score -355927.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -356169.437500 Penalty: 792.771362
	Iteration 10Q: 3 clusters Score -356169.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -356428.156250 Penalty: 792.771362
	Iteration 11Q: 3 clusters Score -356428.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -356629.218750 Penalty: 792.771362
	Iteration 12Q: 3 clusters Score -356629.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -356751.343750 Penalty: 792.771362
	Iteration 13Q: 3 clusters Score -356751.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -356829.500000 Penalty: 792.771362
	Iteration 14Q: 3 clusters Score -356829.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -356912.593750 Penalty: 792.771362
	Iteration 15Q: 3 clusters Score -356912.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -356991.343750 Penalty: 792.771362
	Iteration 16Q: 3 clusters Score -356991.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -357052.187500 Penalty: 792.771362
	Iteration 17Q: 3 clusters Score -357052.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -357103.687500 Penalty: 792.771362
	Iteration 18Q: 3 clusters Score -357103.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -357134.187500 Penalty: 792.771362
	Iteration 19Q: 3 clusters Score -357134.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -357165.250000 Penalty: 792.771362
	Iteration 20F: 3 clusters Score -357165.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -357193.781250 Penalty: 792.771362
	Iteration 21Q: 3 clusters Score -357193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -357205.750000 Penalty: 792.771362
	Iteration 22Q: 3 clusters Score -357205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -357215.562500 Penalty: 792.771362
	Iteration 23Q: 3 clusters Score -357215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -357220.500000 Penalty: 792.771362
	Iteration 24Q: 3 clusters Score -357220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -357224.125000 Penalty: 792.771362
	Iteration 25Q: 3 clusters Score -357224.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -357231.281250 Penalty: 792.771362
	Iteration 26Q: 3 clusters Score -357231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -357240.093750 Penalty: 792.771362
	Iteration 27Q: 3 clusters Score -357240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -357247.187500 Penalty: 792.771362
	Iteration 28Q: 3 clusters Score -357247.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -357251.781250 Penalty: 792.771362
	Iteration 29Q: 3 clusters Score -357251.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -357260.125000 Penalty: 792.771362
	Iteration 30Q: 3 clusters Score -357260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -357262.562500 Penalty: 792.771362
	Iteration 31Q: 3 clusters Score -357262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -357266.218750 Penalty: 792.771362
	Iteration 32Q: 3 clusters Score -357266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -357268.875000 Penalty: 792.771362
	Iteration 33Q: 3 clusters Score -357268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -357271.031250 Penalty: 792.771362
	Iteration 34Q: 3 clusters Score -357271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -357270.906250 Penalty: 792.771362
	Iteration 35Q: 3 clusters Score -357270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -357271.343750 Penalty: 792.771362
	Iteration 36Q: 3 clusters Score -357271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -357283.093750 Penalty: 792.771362
	Iteration 37F: 3 clusters Score -357283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -357286.875000 Penalty: 792.771362
	Iteration 38Q: 3 clusters Score -357286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -357289.812500 Penalty: 792.771362
	Iteration 39Q: 3 clusters Score -357289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -357292.875000 Penalty: 792.771362
	Iteration 40F: 3 clusters Score -357292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -357294.906250 Penalty: 792.771362
	Iteration 41Q: 3 clusters Score -357294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -357297.281250 Penalty: 792.771362
	Iteration 42Q: 3 clusters Score -357297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -357299.187500 Penalty: 792.771362
	Iteration 43Q: 3 clusters Score -357299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -357299.375000 Penalty: 792.771362
	Iteration 44Q: 3 clusters Score -357299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -357299.250000 Penalty: 792.771362
	Iteration 45Q: 3 clusters Score -357299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -357299.250000 Penalty: 792.771362
	Iteration 46F: 3 clusters Score -357299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Entering Unmasked Estep 
Score: -6774600.500000 Penalty: 529.227173
	Iteration 0F: 2 clusters Score -6774600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -6700573.500000 Penalty: 1058.454346
	Iteration 0F: 3 clusters Score -6700574 nChanged 54961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -6739605.000000 Penalty: 1058.454346
	Iteration 1F: 3 clusters Score -6739605 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -6745137.000000 Penalty: 1058.454346
	Iteration 2F: 3 clusters Score -6745137 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -6752647.000000 Penalty: 1058.454346
	Iteration 3F: 3 clusters Score -6752647 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -6760842.000000 Penalty: 1058.454346
	Iteration 4F: 3 clusters Score -6760842 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -6767756.000000 Penalty: 1058.454346
	Iteration 5F: 3 clusters Score -6767756 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -6771335.000000 Penalty: 1058.454346
	Iteration 6Q: 3 clusters Score -6771335 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -6772428.500000 Penalty: 1058.454346
	Iteration 7Q: 3 clusters Score -6772428 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -6772932.000000 Penalty: 1058.454346
	Iteration 8Q: 3 clusters Score -6772932 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -6773373.500000 Penalty: 1058.454346
	Iteration 9Q: 3 clusters Score -6773374 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 103045 members 
Entering Unmasked Estep 
Score: -6773793.500000 Penalty: 1058.454346
	Iteration 10Q: 3 clusters Score -6773794 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -6774223.500000 Penalty: 1058.454346
	Iteration 11Q: 3 clusters Score -6774224 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -6774478.500000 Penalty: 1058.454346
	Iteration 12Q: 3 clusters Score -6774478 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -6774571.000000 Penalty: 1058.454346
	Iteration 13Q: 3 clusters Score -6774571 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -6774666.000000 Penalty: 1058.454346
	Iteration 14Q: 3 clusters Score -6774666 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -6774698.500000 Penalty: 1058.454346
	Iteration 15Q: 3 clusters Score -6774698 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -6774741.000000 Penalty: 1058.454346
	Iteration 16Q: 3 clusters Score -6774741 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -6774693.500000 Penalty: 1058.454346
	Iteration 17Q: 3 clusters Score -6774694 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -6774641.000000 Penalty: 1058.454346
	Iteration 18Q: 3 clusters Score -6774641 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -6774603.000000 Penalty: 1058.454346
	Iteration 19Q: 3 clusters Score -6774603 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -6774571.500000 Penalty: 1058.454346
	Iteration 20F: 3 clusters Score -6774572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -6774554.500000 Penalty: 1058.454346
	Iteration 21Q: 3 clusters Score -6774554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -6774536.500000 Penalty: 1058.454346
	Iteration 22Q: 3 clusters Score -6774536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -6774522.000000 Penalty: 1058.454346
	Iteration 23Q: 3 clusters Score -6774522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -6774477.500000 Penalty: 1058.454346
	Iteration 24Q: 3 clusters Score -6774478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -6774458.500000 Penalty: 1058.454346
	Iteration 25Q: 3 clusters Score -6774458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -6774434.500000 Penalty: 1058.454346
	Iteration 26Q: 3 clusters Score -6774434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -6774439.500000 Penalty: 1058.454346
	Iteration 27Q: 3 clusters Score -6774440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -6774426.500000 Penalty: 1058.454346
	Iteration 28Q: 3 clusters Score -6774426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 112182 members 
Entering Unmasked Estep 
Score: -6774414.000000 Penalty: 1058.454346
	Iteration 29Q: 3 clusters Score -6774414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -6774408.000000 Penalty: 1058.454346
	Iteration 30Q: 3 clusters Score -6774408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -6774393.500000 Penalty: 1058.454346
	Iteration 31Q: 3 clusters Score -6774394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -6774393.000000 Penalty: 1058.454346
	Iteration 32Q: 3 clusters Score -6774393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -6774393.000000 Penalty: 1058.454346
	Iteration 33Q: 3 clusters Score -6774393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -6774388.000000 Penalty: 1058.454346
	Iteration 34Q: 3 clusters Score -6774388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -6774386.000000 Penalty: 1058.454346
	Iteration 35Q: 3 clusters Score -6774386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -6774385.500000 Penalty: 1058.454346
	Iteration 36Q: 3 clusters Score -6774386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -6774376.000000 Penalty: 1058.454346
	Iteration 37Q: 3 clusters Score -6774376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -6774369.000000 Penalty: 1058.454346
	Iteration 38Q: 3 clusters Score -6774369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -6774363.500000 Penalty: 1058.454346
	Iteration 39Q: 3 clusters Score -6774364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -6774363.500000 Penalty: 1058.454346
	Iteration 40F: 3 clusters Score -6774364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -6774364.000000 Penalty: 1058.454346
	Iteration 41Q: 3 clusters Score -6774364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -6774362.500000 Penalty: 1058.454346
	Iteration 42Q: 3 clusters Score -6774362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -6774364.000000 Penalty: 1058.454346
	Iteration 43Q: 3 clusters Score -6774364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -6774354.000000 Penalty: 1058.454346
	Iteration 44Q: 3 clusters Score -6774354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112342 members 
Entering Unmasked Estep 
Score: -6774359.000000 Penalty: 1058.454346
	Iteration 45Q: 3 clusters Score -6774359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -6774355.500000 Penalty: 1058.454346
	Iteration 46Q: 3 clusters Score -6774356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112354 members 
Entering Unmasked Estep 
Score: -6774357.000000 Penalty: 1058.454346
	Iteration 47Q: 3 clusters Score -6774357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -6774356.000000 Penalty: 1058.454346
	Iteration 48Q: 3 clusters Score -6774356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -6774354.000000 Penalty: 1058.454346
	Iteration 49Q: 3 clusters Score -6774354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -6774354.000000 Penalty: 1058.454346
	Iteration 50Q: 3 clusters Score -6774354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -6774355.500000 Penalty: 1058.454346
	Iteration 51Q: 3 clusters Score -6774356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -6774355.500000 Penalty: 1058.454346
	Iteration 52F: 3 clusters Score -6774356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Entering Unmasked Estep 
Score: -956687.625000 Penalty: 440.304688
	Iteration 0F: 2 clusters Score -956687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -946024.812500 Penalty: 880.609375
	Iteration 0F: 3 clusters Score -946024.8 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -951040.625000 Penalty: 880.609375
	Iteration 1F: 3 clusters Score -951040.6 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -951721.812500 Penalty: 880.609375
	Iteration 2F: 3 clusters Score -951721.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -952588.312500 Penalty: 880.609375
	Iteration 3F: 3 clusters Score -952588.3 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -953413.312500 Penalty: 880.609375
	Iteration 4F: 3 clusters Score -953413.3 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -954126.875000 Penalty: 880.609375
	Iteration 5F: 3 clusters Score -954126.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -954673.312500 Penalty: 880.609375
	Iteration 6Q: 3 clusters Score -954673.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -955031.062500 Penalty: 880.609375
	Iteration 7Q: 3 clusters Score -955031.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -955262.250000 Penalty: 880.609375
	Iteration 8Q: 3 clusters Score -955262.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -955462.375000 Penalty: 880.609375
	Iteration 9Q: 3 clusters Score -955462.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -955645.375000 Penalty: 880.609375
	Iteration 10Q: 3 clusters Score -955645.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -955770.062500 Penalty: 880.609375
	Iteration 11Q: 3 clusters Score -955770.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -955867.812500 Penalty: 880.609375
	Iteration 12Q: 3 clusters Score -955867.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -955954.062500 Penalty: 880.609375
	Iteration 13Q: 3 clusters Score -955954.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -956032.875000 Penalty: 880.609375
	Iteration 14Q: 3 clusters Score -956032.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -956106.062500 Penalty: 880.609375
	Iteration 15Q: 3 clusters Score -956106.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -956184.312500 Penalty: 880.609375
	Iteration 16Q: 3 clusters Score -956184.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -956225.125000 Penalty: 880.609375
	Iteration 17Q: 3 clusters Score -956225.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -956252.812500 Penalty: 880.609375
	Iteration 18Q: 3 clusters Score -956252.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -956285.312500 Penalty: 880.609375
	Iteration 19Q: 3 clusters Score -956285.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -956307.625000 Penalty: 880.609375
	Iteration 20F: 3 clusters Score -956307.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -956328.625000 Penalty: 880.609375
	Iteration 21Q: 3 clusters Score -956328.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -956343.250000 Penalty: 880.609375
	Iteration 22Q: 3 clusters Score -956343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -956365.687500 Penalty: 880.609375
	Iteration 23Q: 3 clusters Score -956365.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -956385.875000 Penalty: 880.609375
	Iteration 24Q: 3 clusters Score -956385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -956392.125000 Penalty: 880.609375
	Iteration 25Q: 3 clusters Score -956392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -956395.187500 Penalty: 880.609375
	Iteration 26Q: 3 clusters Score -956395.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -956403.250000 Penalty: 880.609375
	Iteration 27Q: 3 clusters Score -956403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -956405.375000 Penalty: 880.609375
	Iteration 28Q: 3 clusters Score -956405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -956406.750000 Penalty: 880.609375
	Iteration 29Q: 3 clusters Score -956406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -956409.187500 Penalty: 880.609375
	Iteration 30Q: 3 clusters Score -956409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -956413.000000 Penalty: 880.609375
	Iteration 31Q: 3 clusters Score -956413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -956414.250000 Penalty: 880.609375
	Iteration 32Q: 3 clusters Score -956414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -956415.562500 Penalty: 880.609375
	Iteration 33Q: 3 clusters Score -956415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -956419.625000 Penalty: 880.609375
	Iteration 34Q: 3 clusters Score -956419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -956421.875000 Penalty: 880.609375
	Iteration 35Q: 3 clusters Score -956421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -956422.750000 Penalty: 880.609375
	Iteration 36Q: 3 clusters Score -956422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -956424.500000 Penalty: 880.609375
	Iteration 37Q: 3 clusters Score -956424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -956427.937500 Penalty: 880.609375
	Iteration 38Q: 3 clusters Score -956427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -956427.687500 Penalty: 880.609375
	Iteration 39Q: 3 clusters Score -956427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -956429.625000 Penalty: 880.609375
	Iteration 40F: 3 clusters Score -956429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -956431.500000 Penalty: 880.609375
	Iteration 41Q: 3 clusters Score -956431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -956432.062500 Penalty: 880.609375
	Iteration 42Q: 3 clusters Score -956432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -956432.187500 Penalty: 880.609375
	Iteration 43Q: 3 clusters Score -956432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -956434.937500 Penalty: 880.609375
	Iteration 44Q: 3 clusters Score -956434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -956437.062500 Penalty: 880.609375
	Iteration 45Q: 3 clusters Score -956437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -956436.937500 Penalty: 880.609375
	Iteration 46Q: 3 clusters Score -956436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -956436.937500 Penalty: 880.609375
	Iteration 47F: 3 clusters Score -956436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -10752.821289 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -10752.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10471.901367 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -10471.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10542.659180 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -10542.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10577.388672 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -10577.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10608.664062 Penalty: 473.564606
	Iteration 3F: 3 clusters Score -10608.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10616.596680 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -10616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10618.625977 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -10618.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10621.704102 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -10621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10626.861328 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -10626.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10630.010742 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -10630.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10633.169922 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -10633.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10634.432617 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -10634.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10636.625977 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -10636.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10637.879883 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -10637.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10640.529297 Penalty: 473.564606
	Iteration 13Q: 3 clusters Score -10640.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10641.416016 Penalty: 473.564606
	Iteration 14Q: 3 clusters Score -10641.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10642.177734 Penalty: 473.564606
	Iteration 15Q: 3 clusters Score -10642.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10643.097656 Penalty: 473.564606
	Iteration 16Q: 3 clusters Score -10643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10643.097656 Penalty: 473.564606
	Iteration 17F: 3 clusters Score -10643.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -28478.474609 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -28478.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28020.890625 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -28020.89 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28205.818359 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -28205.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28299.492188 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -28299.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28390.675781 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -28390.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28464.591797 Penalty: 561.434570
	Iteration 4F: 3 clusters Score -28464.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28493.546875 Penalty: 561.434570
	Iteration 5F: 3 clusters Score -28493.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28519.445312 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -28519.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28537.496094 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -28537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28539.439453 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -28539.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28545.347656 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -28545.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28553.992188 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -28553.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28572.019531 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -28572.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28583.140625 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -28583.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28585.521484 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -28585.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28588.193359 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -28588.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28590.128906 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -28590.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28591.861328 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -28591.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28594.994141 Penalty: 561.434570
	Iteration 17Q: 3 clusters Score -28594.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28598.638672 Penalty: 561.434570
	Iteration 18Q: 3 clusters Score -28598.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28598.638672 Penalty: 561.434570
	Iteration 19F: 3 clusters Score -28598.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 338 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 140 members 
Entering Unmasked Estep 
Score: -58210088.000000 Penalty: 54754.117188
Splitting cluster 19 changes total score from -58210364.000000 to -58210088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5651.109375 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5651.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5457.032715 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5457.033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5490.272949 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5490.273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5494.945801 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5494.946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5494.945801 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -5494.946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7833.441895 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7833.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7583.801758 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7583.802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7662.166992 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7662.167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7696.120605 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7696.121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7697.945801 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7697.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7701.215820 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7701.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7704.056641 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7704.057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7707.345703 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7707.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7712.703125 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7712.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7714.736816 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7714.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7714.736816 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -7714.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -11516.075195 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11516.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11209.704102 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11209.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11312.242188 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11312.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11340.134766 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11340.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11375.167969 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11375.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11392.162109 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11392.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11397.104492 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11397.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11397.104492 Penalty: 499.116516
	Iteration 6F: 3 clusters Score -11397.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -325043.093750 Penalty: 392.923767
	Iteration 0F: 2 clusters Score -325043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -321193.000000 Penalty: 785.847534
	Iteration 0F: 3 clusters Score -321193 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -322742.656250 Penalty: 785.847534
	Iteration 1F: 3 clusters Score -322742.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -322993.093750 Penalty: 785.847534
	Iteration 2F: 3 clusters Score -322993.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -323272.937500 Penalty: 785.847534
	Iteration 3F: 3 clusters Score -323272.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -323576.593750 Penalty: 785.847534
	Iteration 4F: 3 clusters Score -323576.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -323904.531250 Penalty: 785.847534
	Iteration 5F: 3 clusters Score -323904.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -324163.562500 Penalty: 785.847534
	Iteration 6F: 3 clusters Score -324163.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -324329.937500 Penalty: 785.847534
	Iteration 7Q: 3 clusters Score -324329.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -324428.843750 Penalty: 785.847534
	Iteration 8Q: 3 clusters Score -324428.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -324490.250000 Penalty: 785.847534
	Iteration 9Q: 3 clusters Score -324490.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -324540.031250 Penalty: 785.847534
	Iteration 10Q: 3 clusters Score -324540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -324577.500000 Penalty: 785.847534
	Iteration 11Q: 3 clusters Score -324577.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -324610.250000 Penalty: 785.847534
	Iteration 12Q: 3 clusters Score -324610.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -324650.968750 Penalty: 785.847534
	Iteration 13Q: 3 clusters Score -324651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -324682.750000 Penalty: 785.847534
	Iteration 14Q: 3 clusters Score -324682.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -324708.687500 Penalty: 785.847534
	Iteration 15Q: 3 clusters Score -324708.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -324726.406250 Penalty: 785.847534
	Iteration 16Q: 3 clusters Score -324726.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -324732.687500 Penalty: 785.847534
	Iteration 17Q: 3 clusters Score -324732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -324738.062500 Penalty: 785.847534
	Iteration 18Q: 3 clusters Score -324738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -324740.125000 Penalty: 785.847534
	Iteration 19Q: 3 clusters Score -324740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -324743.937500 Penalty: 785.847534
	Iteration 20F: 3 clusters Score -324743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -324749.281250 Penalty: 785.847534
	Iteration 21Q: 3 clusters Score -324749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -324757.062500 Penalty: 785.847534
	Iteration 22Q: 3 clusters Score -324757.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -324764.500000 Penalty: 785.847534
	Iteration 23Q: 3 clusters Score -324764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -324768.375000 Penalty: 785.847534
	Iteration 24Q: 3 clusters Score -324768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -324773.875000 Penalty: 785.847534
	Iteration 25Q: 3 clusters Score -324773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -324778.750000 Penalty: 785.847534
	Iteration 26Q: 3 clusters Score -324778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -324781.312500 Penalty: 785.847534
	Iteration 27Q: 3 clusters Score -324781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -324784.093750 Penalty: 785.847534
	Iteration 28Q: 3 clusters Score -324784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -324785.062500 Penalty: 785.847534
	Iteration 29Q: 3 clusters Score -324785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -324785.906250 Penalty: 785.847534
	Iteration 30Q: 3 clusters Score -324785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -324786.343750 Penalty: 785.847534
	Iteration 31Q: 3 clusters Score -324786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -324786.343750 Penalty: 785.847534
	Iteration 32F: 3 clusters Score -324786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Entering Unmasked Estep 
Score: -2234225.000000 Penalty: 477.641479
	Iteration 0F: 2 clusters Score -2234225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2209853.250000 Penalty: 955.282959
	Iteration 0F: 3 clusters Score -2209853 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2220553.750000 Penalty: 955.282959
	Iteration 1F: 3 clusters Score -2220554 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2221329.750000 Penalty: 955.282959
	Iteration 2Q: 3 clusters Score -2221330 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2222519.000000 Penalty: 955.282959
	Iteration 3F: 3 clusters Score -2222519 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2224276.250000 Penalty: 955.282959
	Iteration 4F: 3 clusters Score -2224276 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2226550.500000 Penalty: 955.282959
	Iteration 5F: 3 clusters Score -2226550 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2228839.500000 Penalty: 955.282959
	Iteration 6F: 3 clusters Score -2228840 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -2230379.500000 Penalty: 955.282959
	Iteration 7Q: 3 clusters Score -2230380 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2231151.750000 Penalty: 955.282959
	Iteration 8Q: 3 clusters Score -2231152 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2231593.750000 Penalty: 955.282959
	Iteration 9Q: 3 clusters Score -2231594 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2231895.750000 Penalty: 955.282959
	Iteration 10Q: 3 clusters Score -2231896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -2232101.250000 Penalty: 955.282959
	Iteration 11Q: 3 clusters Score -2232101 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -2232272.500000 Penalty: 955.282959
	Iteration 12Q: 3 clusters Score -2232272 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2232423.000000 Penalty: 955.282959
	Iteration 13Q: 3 clusters Score -2232423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -2232551.750000 Penalty: 955.282959
	Iteration 14Q: 3 clusters Score -2232552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2232651.500000 Penalty: 955.282959
	Iteration 15Q: 3 clusters Score -2232652 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -2232747.000000 Penalty: 955.282959
	Iteration 16Q: 3 clusters Score -2232747 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -2232821.000000 Penalty: 955.282959
	Iteration 17Q: 3 clusters Score -2232821 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -2232882.500000 Penalty: 955.282959
	Iteration 18Q: 3 clusters Score -2232882 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -2232928.250000 Penalty: 955.282959
	Iteration 19Q: 3 clusters Score -2232928 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -2233000.250000 Penalty: 955.282959
	Iteration 20F: 3 clusters Score -2233000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -2233041.250000 Penalty: 955.282959
	Iteration 21Q: 3 clusters Score -2233041 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -2233089.250000 Penalty: 955.282959
	Iteration 22Q: 3 clusters Score -2233089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -2233137.500000 Penalty: 955.282959
	Iteration 23Q: 3 clusters Score -2233138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -2233176.250000 Penalty: 955.282959
	Iteration 24Q: 3 clusters Score -2233176 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -2233213.250000 Penalty: 955.282959
	Iteration 25Q: 3 clusters Score -2233213 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -2233258.250000 Penalty: 955.282959
	Iteration 26Q: 3 clusters Score -2233258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2233289.500000 Penalty: 955.282959
	Iteration 27Q: 3 clusters Score -2233290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -2233326.750000 Penalty: 955.282959
	Iteration 28Q: 3 clusters Score -2233327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -2233355.750000 Penalty: 955.282959
	Iteration 29Q: 3 clusters Score -2233356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -2233388.250000 Penalty: 955.282959
	Iteration 30Q: 3 clusters Score -2233388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -2233419.250000 Penalty: 955.282959
	Iteration 31Q: 3 clusters Score -2233419 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -2233449.000000 Penalty: 955.282959
	Iteration 32Q: 3 clusters Score -2233449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -2233477.000000 Penalty: 955.282959
	Iteration 33Q: 3 clusters Score -2233477 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2233497.000000 Penalty: 955.282959
	Iteration 34Q: 3 clusters Score -2233497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -2233509.500000 Penalty: 955.282959
	Iteration 35Q: 3 clusters Score -2233510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -2233530.500000 Penalty: 955.282959
	Iteration 36Q: 3 clusters Score -2233530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -2233544.500000 Penalty: 955.282959
	Iteration 37Q: 3 clusters Score -2233544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2233569.500000 Penalty: 955.282959
	Iteration 38Q: 3 clusters Score -2233570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -2233583.500000 Penalty: 955.282959
	Iteration 39Q: 3 clusters Score -2233584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -2233605.500000 Penalty: 955.282959
	Iteration 40F: 3 clusters Score -2233606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2233616.500000 Penalty: 955.282959
	Iteration 41Q: 3 clusters Score -2233616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -2233633.750000 Penalty: 955.282959
	Iteration 42Q: 3 clusters Score -2233634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2233654.250000 Penalty: 955.282959
	Iteration 43Q: 3 clusters Score -2233654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -2233672.000000 Penalty: 955.282959
	Iteration 44Q: 3 clusters Score -2233672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -2233695.500000 Penalty: 955.282959
	Iteration 45Q: 3 clusters Score -2233696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -2233719.000000 Penalty: 955.282959
	Iteration 46Q: 3 clusters Score -2233719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2233733.750000 Penalty: 955.282959
	Iteration 47Q: 3 clusters Score -2233734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2233747.000000 Penalty: 955.282959
	Iteration 48Q: 3 clusters Score -2233747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -2233755.750000 Penalty: 955.282959
	Iteration 49Q: 3 clusters Score -2233756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -2233763.500000 Penalty: 955.282959
	Iteration 50Q: 3 clusters Score -2233764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -2233770.500000 Penalty: 955.282959
	Iteration 51Q: 3 clusters Score -2233770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -2233776.500000 Penalty: 955.282959
	Iteration 52Q: 3 clusters Score -2233776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -2233783.500000 Penalty: 955.282959
	Iteration 53Q: 3 clusters Score -2233784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -2233787.750000 Penalty: 955.282959
	Iteration 54Q: 3 clusters Score -2233788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -2233789.500000 Penalty: 955.282959
	Iteration 55Q: 3 clusters Score -2233790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -2233789.500000 Penalty: 955.282959
	Iteration 56Q: 3 clusters Score -2233790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2233795.500000 Penalty: 955.282959
	Iteration 57Q: 3 clusters Score -2233796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -2233797.250000 Penalty: 955.282959
	Iteration 58Q: 3 clusters Score -2233797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -2233796.000000 Penalty: 955.282959
	Iteration 59Q: 3 clusters Score -2233796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -2233797.250000 Penalty: 955.282959
	Iteration 60F: 3 clusters Score -2233797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -2233798.500000 Penalty: 955.282959
	Iteration 61Q: 3 clusters Score -2233798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -2233804.750000 Penalty: 955.282959
	Iteration 62Q: 3 clusters Score -2233805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -2233807.250000 Penalty: 955.282959
	Iteration 63Q: 3 clusters Score -2233807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -2233812.250000 Penalty: 955.282959
	Iteration 64Q: 3 clusters Score -2233812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -2233814.250000 Penalty: 955.282959
	Iteration 65Q: 3 clusters Score -2233814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -2233818.250000 Penalty: 955.282959
	Iteration 66Q: 3 clusters Score -2233818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -2233818.500000 Penalty: 955.282959
	Iteration 67Q: 3 clusters Score -2233818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -2233818.750000 Penalty: 955.282959
	Iteration 68Q: 3 clusters Score -2233819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -2233818.500000 Penalty: 955.282959
	Iteration 69Q: 3 clusters Score -2233818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -2233819.750000 Penalty: 955.282959
	Iteration 70Q: 3 clusters Score -2233820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -2233820.750000 Penalty: 955.282959
	Iteration 71Q: 3 clusters Score -2233821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -2233823.250000 Penalty: 955.282959
	Iteration 72Q: 3 clusters Score -2233823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -2233824.750000 Penalty: 955.282959
	Iteration 73Q: 3 clusters Score -2233825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -2233826.500000 Penalty: 955.282959
	Iteration 74Q: 3 clusters Score -2233826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -2233827.500000 Penalty: 955.282959
	Iteration 75Q: 3 clusters Score -2233828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -2233826.750000 Penalty: 955.282959
	Iteration 76Q: 3 clusters Score -2233827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -2233826.750000 Penalty: 955.282959
	Iteration 77Q: 3 clusters Score -2233827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -2233825.000000 Penalty: 955.282959
	Iteration 78Q: 3 clusters Score -2233825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -2233826.750000 Penalty: 955.282959
	Iteration 79Q: 3 clusters Score -2233827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -2233827.000000 Penalty: 955.282959
	Iteration 80F: 3 clusters Score -2233827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2233827.750000 Penalty: 955.282959
	Iteration 81Q: 3 clusters Score -2233828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -2233826.500000 Penalty: 955.282959
	Iteration 82Q: 3 clusters Score -2233826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -2233826.750000 Penalty: 955.282959
	Iteration 83Q: 3 clusters Score -2233827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -2233828.000000 Penalty: 955.282959
	Iteration 84Q: 3 clusters Score -2233828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -2233827.500000 Penalty: 955.282959
	Iteration 85Q: 3 clusters Score -2233828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -2233825.500000 Penalty: 955.282959
	Iteration 86Q: 3 clusters Score -2233826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -2233826.000000 Penalty: 955.282959
	Iteration 87Q: 3 clusters Score -2233826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -2233826.500000 Penalty: 955.282959
	Iteration 88Q: 3 clusters Score -2233826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -2233825.500000 Penalty: 955.282959
	Iteration 89Q: 3 clusters Score -2233826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -2233827.500000 Penalty: 955.282959
	Iteration 90Q: 3 clusters Score -2233828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -2233827.500000 Penalty: 955.282959
	Iteration 91F: 3 clusters Score -2233828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -165802.281250 Penalty: 360.791626
	Iteration 0F: 2 clusters Score -165802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -163889.921875 Penalty: 721.583252
	Iteration 0F: 3 clusters Score -163889.9 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -164518.593750 Penalty: 721.583252
	Iteration 1F: 3 clusters Score -164518.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -164585.515625 Penalty: 721.583252
	Iteration 2F: 3 clusters Score -164585.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -164646.890625 Penalty: 721.583252
	Iteration 3Q: 3 clusters Score -164646.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -164708.437500 Penalty: 721.583252
	Iteration 4Q: 3 clusters Score -164708.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164765.390625 Penalty: 721.583252
	Iteration 5Q: 3 clusters Score -164765.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -164826.984375 Penalty: 721.583252
	Iteration 6Q: 3 clusters Score -164827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164905.406250 Penalty: 721.583252
	Iteration 7Q: 3 clusters Score -164905.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164997.031250 Penalty: 721.583252
	Iteration 8Q: 3 clusters Score -164997 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165075.546875 Penalty: 721.583252
	Iteration 9Q: 3 clusters Score -165075.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165149.500000 Penalty: 721.583252
	Iteration 10Q: 3 clusters Score -165149.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -165227.031250 Penalty: 721.583252
	Iteration 11Q: 3 clusters Score -165227 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -165311.812500 Penalty: 721.583252
	Iteration 12Q: 3 clusters Score -165311.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -165367.343750 Penalty: 721.583252
	Iteration 13Q: 3 clusters Score -165367.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -165391.625000 Penalty: 721.583252
	Iteration 14Q: 3 clusters Score -165391.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -165406.796875 Penalty: 721.583252
	Iteration 15Q: 3 clusters Score -165406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -165426.046875 Penalty: 721.583252
	Iteration 16Q: 3 clusters Score -165426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -165441.000000 Penalty: 721.583252
	Iteration 17Q: 3 clusters Score -165441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -165450.265625 Penalty: 721.583252
	Iteration 18Q: 3 clusters Score -165450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -165453.734375 Penalty: 721.583252
	Iteration 19Q: 3 clusters Score -165453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -165458.171875 Penalty: 721.583252
	Iteration 20F: 3 clusters Score -165458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -165463.578125 Penalty: 721.583252
	Iteration 21Q: 3 clusters Score -165463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -165465.093750 Penalty: 721.583252
	Iteration 22Q: 3 clusters Score -165465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -165466.562500 Penalty: 721.583252
	Iteration 23Q: 3 clusters Score -165466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -165466.562500 Penalty: 721.583252
	Iteration 24F: 3 clusters Score -165466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -58207.437500 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -58207.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -57416.074219 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -57416.07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57702.347656 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57702.35 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57782.335938 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57782.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57849.585938 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57849.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -57901.304688 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -57901.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57945.406250 Penalty: 623.554077
	Iteration 5F: 3 clusters Score -57945.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -57974.843750 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -57974.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -58001.187500 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58001.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -58018.968750 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58018.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -58040.917969 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58040.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -58059.515625 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58059.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -58067.398438 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -58071.925781 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58071.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58073.789062 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58073.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -58074.996094 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -58075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -58076.093750 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -58076.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -58078.167969 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -58078.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -58079.425781 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -58079.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -58081.222656 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -58081.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -58082.070312 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -58082.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -58082.210938 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -58082.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -58083.546875 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -58083.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -58084.839844 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -58084.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58085.156250 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -58085.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -58085.570312 Penalty: 623.554077
	Iteration 24Q: 3 clusters Score -58085.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -58086.773438 Penalty: 623.554077
	Iteration 25Q: 3 clusters Score -58086.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -58087.796875 Penalty: 623.554077
	Iteration 26Q: 3 clusters Score -58087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -58090.437500 Penalty: 623.554077
	Iteration 27Q: 3 clusters Score -58090.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -58094.921875 Penalty: 623.554077
	Iteration 28Q: 3 clusters Score -58094.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58099.863281 Penalty: 623.554077
	Iteration 29Q: 3 clusters Score -58099.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -58106.988281 Penalty: 623.554077
	Iteration 30Q: 3 clusters Score -58106.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -58114.339844 Penalty: 623.554077
	Iteration 31Q: 3 clusters Score -58114.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -58116.968750 Penalty: 623.554077
	Iteration 32Q: 3 clusters Score -58116.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -58130.816406 Penalty: 623.554077
	Iteration 33Q: 3 clusters Score -58130.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58134.976562 Penalty: 623.554077
	Iteration 34Q: 3 clusters Score -58134.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -58139.296875 Penalty: 623.554077
	Iteration 35Q: 3 clusters Score -58139.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -58143.289062 Penalty: 623.554077
	Iteration 36Q: 3 clusters Score -58143.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -58148.460938 Penalty: 623.554077
	Iteration 37Q: 3 clusters Score -58148.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58152.164062 Penalty: 623.554077
	Iteration 38Q: 3 clusters Score -58152.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -58155.019531 Penalty: 623.554077
	Iteration 39Q: 3 clusters Score -58155.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -58156.992188 Penalty: 623.554077
	Iteration 40F: 3 clusters Score -58156.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -58158.781250 Penalty: 623.554077
	Iteration 41Q: 3 clusters Score -58158.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -58159.683594 Penalty: 623.554077
	Iteration 42Q: 3 clusters Score -58159.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -58161.218750 Penalty: 623.554077
	Iteration 43Q: 3 clusters Score -58161.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58161.929688 Penalty: 623.554077
	Iteration 44Q: 3 clusters Score -58161.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58161.929688 Penalty: 623.554077
	Iteration 45F: 3 clusters Score -58161.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -15903.195312 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15903.2 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 125 members 
Entering Unmasked Estep 
Score: -15613.230469 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15613.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15713.616211 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15713.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15729.530273 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15729.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15739.322266 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15739.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15745.948242 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15745.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15748.787109 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15748.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15755.932617 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15755.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15759.979492 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15759.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15759.979492 Penalty: 504.611145
	Iteration 8F: 3 clusters Score -15759.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -6946.165527 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -6946.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6665.603516 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -6665.604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6778.334473 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -6778.334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6799.051758 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -6799.052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6806.520020 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -6806.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6812.933105 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -6812.933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6815.927246 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -6815.927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6818.130859 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -6818.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6819.101562 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -6819.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6820.914062 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -6820.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6820.914062 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -6820.914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -38071.808594 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -38071.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37474.160156 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -37474.16 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37624.546875 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -37624.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37648.828125 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -37648.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37658.449219 Penalty: 590.655823
	Iteration 3Q: 3 clusters Score -37658.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37660.003906 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -37660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37661.492188 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -37661.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37661.835938 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -37661.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37662.453125 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -37662.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37662.679688 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -37662.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37662.898438 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -37662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37663.082031 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -37663.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37663.187500 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -37663.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37663.468750 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -37663.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37663.468750 Penalty: 590.655823
	Iteration 13F: 3 clusters Score -37663.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (138978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Entering Unmasked Estep 
Score: -8334440.500000 Penalty: 538.814209
	Iteration 0F: 2 clusters Score -8334440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -8244847.000000 Penalty: 1077.628418
	Iteration 0F: 3 clusters Score -8244847 nChanged 68026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -8287172.000000 Penalty: 1077.628418
	Iteration 1F: 3 clusters Score -8287172 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -8289794.500000 Penalty: 1077.628418
	Iteration 2Q: 3 clusters Score -8289794 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -8294006.000000 Penalty: 1077.628418
	Iteration 3F: 3 clusters Score -8294006 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -8300611.500000 Penalty: 1077.628418
	Iteration 4F: 3 clusters Score -8300612 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -8308494.500000 Penalty: 1077.628418
	Iteration 5F: 3 clusters Score -8308494 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -8313967.500000 Penalty: 1077.628418
	Iteration 6F: 3 clusters Score -8313968 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -8316144.000000 Penalty: 1077.628418
	Iteration 7Q: 3 clusters Score -8316144 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -8316927.000000 Penalty: 1077.628418
	Iteration 8Q: 3 clusters Score -8316927 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62600 members 
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Mstep: Class 1 contains 62394 members 
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8318788 nChanged 2012
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8319171 nChanged 1984
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8320036 nChanged 1998
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Mstep: Class 2 contains 77255 members 
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	Iteration 16Q: 3 clusters Score -8320480 nChanged 2081
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8320961 nChanged 2106
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Mstep: Class 2 contains 77286 members 
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	Iteration 18Q: 3 clusters Score -8321533 nChanged 2046
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Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8322058 nChanged 2023
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Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8322591 nChanged 2019
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Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8323060 nChanged 1810
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Mstep: Class 2 contains 77580 members 
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	Iteration 22Q: 3 clusters Score -8323458 nChanged 1747
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Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8323818 nChanged 1617
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Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8324142 nChanged 1455
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	Iteration 25Q: 3 clusters Score -8324411 nChanged 1301
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Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8324581 nChanged 1115
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Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8324766 nChanged 1003
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8324907 nChanged 922
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8324957 nChanged 819
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8324975 nChanged 770
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	Iteration 31Q: 3 clusters Score -8325032 nChanged 805
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	Iteration 32Q: 3 clusters Score -8325107 nChanged 805
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	Iteration 33Q: 3 clusters Score -8325154 nChanged 820
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	Iteration 34Q: 3 clusters Score -8325242 nChanged 833
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	Iteration 35Q: 3 clusters Score -8325248 nChanged 801
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Mstep: Class 1 contains 54033 members 
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	Iteration 36Q: 3 clusters Score -8325270 nChanged 757
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	Iteration 37Q: 3 clusters Score -8325266 nChanged 736
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	Iteration 38Q: 3 clusters Score -8325344 nChanged 782
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	Iteration 39Q: 3 clusters Score -8325350 nChanged 824
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	Iteration 40F: 3 clusters Score -8325455 nChanged 739
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	Iteration 41Q: 3 clusters Score -8325472 nChanged 781
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	Iteration 42Q: 3 clusters Score -8325514 nChanged 730
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	Iteration 43Q: 3 clusters Score -8325593 nChanged 707
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	Iteration 50Q: 3 clusters Score -8325819 nChanged 307
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	Iteration 51Q: 3 clusters Score -8325810 nChanged 298
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	Iteration 53Q: 3 clusters Score -8325827 nChanged 190
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Mstep: Class 1 contains 44100 members 
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	Iteration 54Q: 3 clusters Score -8325808 nChanged 148
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	Iteration 55Q: 3 clusters Score -8325824 nChanged 137
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	Iteration 56Q: 3 clusters Score -8325828 nChanged 118
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	Iteration 57Q: 3 clusters Score -8325827 nChanged 122
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	Iteration 58Q: 3 clusters Score -8325822 nChanged 125
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	Iteration 59Q: 3 clusters Score -8325823 nChanged 117
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	Iteration 60F: 3 clusters Score -8325838 nChanged 105
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	Iteration 61Q: 3 clusters Score -8325822 nChanged 94
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	Iteration 62Q: 3 clusters Score -8325820 nChanged 85
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	Iteration 63Q: 3 clusters Score -8325826 nChanged 78
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	Iteration 64Q: 3 clusters Score -8325827 nChanged 53
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	Iteration 65Q: 3 clusters Score -8325840 nChanged 66
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	Iteration 66Q: 3 clusters Score -8325832 nChanged 60
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	Iteration 67Q: 3 clusters Score -8325840 nChanged 49
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	Iteration 68Q: 3 clusters Score -8325831 nChanged 44
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	Iteration 69Q: 3 clusters Score -8325829 nChanged 48
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	Iteration 70Q: 3 clusters Score -8325816 nChanged 32
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	Iteration 71Q: 3 clusters Score -8325807 nChanged 26
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	Iteration 72Q: 3 clusters Score -8325803 nChanged 31
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	Iteration 73Q: 3 clusters Score -8325803 nChanged 20
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	Iteration 74Q: 3 clusters Score -8325813 nChanged 13
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	Iteration 75Q: 3 clusters Score -8325803 nChanged 15
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	Iteration 76Q: 3 clusters Score -8325806 nChanged 9
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	Iteration 77Q: 3 clusters Score -8325803 nChanged 7
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	Iteration 78Q: 3 clusters Score -8325807 nChanged 5
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	Iteration 79Q: 3 clusters Score -8325807 nChanged 7
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	Iteration 80F: 3 clusters Score -8325811 nChanged 8
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	Iteration 81Q: 3 clusters Score -8325810 nChanged 8
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	Iteration 82Q: 3 clusters Score -8325805 nChanged 11
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	Iteration 83Q: 3 clusters Score -8325812 nChanged 6
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	Iteration 84Q: 3 clusters Score -8325813 nChanged 4
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	Iteration 85Q: 3 clusters Score -8325814 nChanged 6
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	Iteration 86Q: 3 clusters Score -8325813 nChanged 7
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	Iteration 87Q: 3 clusters Score -8325820 nChanged 11
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	Iteration 88Q: 3 clusters Score -8325817 nChanged 14
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	Iteration 89Q: 3 clusters Score -8325816 nChanged 9
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	Iteration 90Q: 3 clusters Score -8325822 nChanged 11
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	Iteration 91Q: 3 clusters Score -8325820 nChanged 12
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	Iteration 92Q: 3 clusters Score -8325815 nChanged 13
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	Iteration 93Q: 3 clusters Score -8325816 nChanged 13
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	Iteration 94Q: 3 clusters Score -8325816 nChanged 19
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	Iteration 95Q: 3 clusters Score -8325806 nChanged 12
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	Iteration 96Q: 3 clusters Score -8325802 nChanged 13
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	Iteration 97Q: 3 clusters Score -8325797 nChanged 17
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	Iteration 98Q: 3 clusters Score -8325796 nChanged 14
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	Iteration 99Q: 3 clusters Score -8325806 nChanged 16
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	Iteration 100F: 3 clusters Score -8325802 nChanged 13
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Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -8325802.000000 Penalty: 1077.628418
	Iteration 101Q: 3 clusters Score -8325802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -8325802.500000 Penalty: 1077.628418
	Iteration 102Q: 3 clusters Score -8325802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -8325784.500000 Penalty: 1077.628418
	Iteration 103Q: 3 clusters Score -8325784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -8325785.000000 Penalty: 1077.628418
	Iteration 104Q: 3 clusters Score -8325785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -8325787.000000 Penalty: 1077.628418
	Iteration 105Q: 3 clusters Score -8325787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -8325788.500000 Penalty: 1077.628418
	Iteration 106Q: 3 clusters Score -8325788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -8325785.000000 Penalty: 1077.628418
	Iteration 107Q: 3 clusters Score -8325785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -8325787.000000 Penalty: 1077.628418
	Iteration 108Q: 3 clusters Score -8325787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -8325786.500000 Penalty: 1077.628418
	Iteration 109Q: 3 clusters Score -8325786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -8325794.500000 Penalty: 1077.628418
	Iteration 110Q: 3 clusters Score -8325794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -8325788.500000 Penalty: 1077.628418
	Iteration 111Q: 3 clusters Score -8325788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -8325777.500000 Penalty: 1077.628418
	Iteration 112Q: 3 clusters Score -8325778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -8325788.500000 Penalty: 1077.628418
	Iteration 113Q: 3 clusters Score -8325788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -8325793.500000 Penalty: 1077.628418
	Iteration 114Q: 3 clusters Score -8325794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -8325788.000000 Penalty: 1077.628418
	Iteration 115Q: 3 clusters Score -8325788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -8325791.500000 Penalty: 1077.628418
	Iteration 116Q: 3 clusters Score -8325792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -8325796.000000 Penalty: 1077.628418
	Iteration 117Q: 3 clusters Score -8325796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -8325795.500000 Penalty: 1077.628418
	Iteration 118Q: 3 clusters Score -8325796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -8325794.500000 Penalty: 1077.628418
	Iteration 119Q: 3 clusters Score -8325794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -8325796.000000 Penalty: 1077.628418
	Iteration 120F: 3 clusters Score -8325796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -8325796.000000 Penalty: 1077.628418
	Iteration 121Q: 3 clusters Score -8325796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -8325794.000000 Penalty: 1077.628418
	Iteration 122Q: 3 clusters Score -8325794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -8325802.000000 Penalty: 1077.628418
	Iteration 123Q: 3 clusters Score -8325802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -8325799.000000 Penalty: 1077.628418
	Iteration 124Q: 3 clusters Score -8325799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -8325798.500000 Penalty: 1077.628418
	Iteration 125Q: 3 clusters Score -8325798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -8325790.000000 Penalty: 1077.628418
	Iteration 126Q: 3 clusters Score -8325790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -8325796.000000 Penalty: 1077.628418
	Iteration 127Q: 3 clusters Score -8325796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -8325797.500000 Penalty: 1077.628418
	Iteration 128Q: 3 clusters Score -8325798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -8325795.500000 Penalty: 1077.628418
	Iteration 129Q: 3 clusters Score -8325796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -8325789.000000 Penalty: 1077.628418
	Iteration 130Q: 3 clusters Score -8325789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -8325789.500000 Penalty: 1077.628418
	Iteration 131Q: 3 clusters Score -8325790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -8325789.500000 Penalty: 1077.628418
	Iteration 132F: 3 clusters Score -8325790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -21827.148438 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -21827.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21430.947266 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -21430.95 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21525.138672 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -21525.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21559.871094 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -21559.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21605.421875 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -21605.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21654.431641 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -21654.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21698.808594 Penalty: 540.315796
	Iteration 5F: 3 clusters Score -21698.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21738.058594 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -21738.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21745.402344 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -21745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21748.673828 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -21748.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21751.681641 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -21751.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21754.820312 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -21754.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21759.498047 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -21759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21761.613281 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -21761.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21762.283203 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -21762.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21764.345703 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -21764.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21764.871094 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -21764.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21765.626953 Penalty: 540.315796
	Iteration 16Q: 3 clusters Score -21765.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21765.626953 Penalty: 540.315796
	Iteration 17F: 3 clusters Score -21765.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -198498.812500 Penalty: 367.126587
	Iteration 0F: 2 clusters Score -198498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -196281.359375 Penalty: 734.253174
	Iteration 0F: 3 clusters Score -196281.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -196993.171875 Penalty: 734.253174
	Iteration 1F: 3 clusters Score -196993.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -197067.812500 Penalty: 734.253174
	Iteration 2F: 3 clusters Score -197067.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -197131.656250 Penalty: 734.253174
	Iteration 3F: 3 clusters Score -197131.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -197189.500000 Penalty: 734.253174
	Iteration 4Q: 3 clusters Score -197189.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -197234.203125 Penalty: 734.253174
	Iteration 5Q: 3 clusters Score -197234.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -197272.046875 Penalty: 734.253174
	Iteration 6Q: 3 clusters Score -197272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -197321.890625 Penalty: 734.253174
	Iteration 7Q: 3 clusters Score -197321.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -197393.640625 Penalty: 734.253174
	Iteration 8Q: 3 clusters Score -197393.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -197510.812500 Penalty: 734.253174
	Iteration 9F: 3 clusters Score -197510.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -197677.625000 Penalty: 734.253174
	Iteration 10F: 3 clusters Score -197677.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -197871.953125 Penalty: 734.253174
	Iteration 11F: 3 clusters Score -197872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -198002.328125 Penalty: 734.253174
	Iteration 12Q: 3 clusters Score -198002.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -198084.046875 Penalty: 734.253174
	Iteration 13Q: 3 clusters Score -198084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -198114.437500 Penalty: 734.253174
	Iteration 14Q: 3 clusters Score -198114.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -198137.968750 Penalty: 734.253174
	Iteration 15Q: 3 clusters Score -198138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -198153.406250 Penalty: 734.253174
	Iteration 16Q: 3 clusters Score -198153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -198160.546875 Penalty: 734.253174
	Iteration 17Q: 3 clusters Score -198160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -198163.968750 Penalty: 734.253174
	Iteration 18Q: 3 clusters Score -198164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -198167.015625 Penalty: 734.253174
	Iteration 19Q: 3 clusters Score -198167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -198169.500000 Penalty: 734.253174
	Iteration 20F: 3 clusters Score -198169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -198171.578125 Penalty: 734.253174
	Iteration 21Q: 3 clusters Score -198171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -198174.640625 Penalty: 734.253174
	Iteration 22Q: 3 clusters Score -198174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -198176.437500 Penalty: 734.253174
	Iteration 23Q: 3 clusters Score -198176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -198179.562500 Penalty: 734.253174
	Iteration 24Q: 3 clusters Score -198179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -198181.281250 Penalty: 734.253174
	Iteration 25Q: 3 clusters Score -198181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -198182.796875 Penalty: 734.253174
	Iteration 26Q: 3 clusters Score -198182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -198182.796875 Penalty: 734.253174
	Iteration 27F: 3 clusters Score -198182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11594.074219 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11594.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11331.746094 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11331.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11494.837891 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11494.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11528.499023 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11552.738281 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11552.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11561.548828 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -11561.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11575.382812 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -11575.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11576.727539 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -11576.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11578.475586 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -11578.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11578.475586 Penalty: 488.303802
	Iteration 8F: 3 clusters Score -11578.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9909.493164 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9909.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9636.523438 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9636.523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9799.255859 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9799.256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9869.892578 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9869.893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9913.367188 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9913.367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9916.576172 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9916.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9919.259766 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9919.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9923.568359 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9923.568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9924.676758 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9924.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9924.676758 Penalty: 478.904785
	Iteration 8F: 3 clusters Score -9924.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 117 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 76 members 
Entering Unmasked Estep 
Score: -58209944.000000 Penalty: 54754.117188
Splitting cluster 34 changes total score from -58210364.000000 to -58209944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -20119.697266 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -20119.7 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 165 members 
Entering Unmasked Estep 
Score: -19755.425781 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19755.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19848.638672 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19848.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19873.908203 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19873.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19886.060547 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19886.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19896.583984 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19896.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19906.162109 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19906.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19914.283203 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19914.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19917.958984 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19917.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19917.958984 Penalty: 524.060059
	Iteration 8F: 3 clusters Score -19917.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16475.650391 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -16475.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16139.694336 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -16139.69 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16240.667969 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -16240.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16265.296875 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -16265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16277.064453 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -16277.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16287.371094 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -16287.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16297.453125 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -16297.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16303.077148 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -16303.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16304.354492 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -16304.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16304.923828 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -16304.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16304.923828 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -16304.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12255.367188 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12255.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11947.699219 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11947.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12006.715820 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12006.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12027.179688 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12027.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12047.695312 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -12047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12095.928711 Penalty: 502.088196
	Iteration 4F: 3 clusters Score -12095.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12172.316406 Penalty: 502.088196
	Iteration 5F: 3 clusters Score -12172.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12200.545898 Penalty: 502.088196
	Iteration 6F: 3 clusters Score -12200.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12223.207031 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12223.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12259.370117 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12259.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12280.208984 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12280.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12288.125000 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -12288.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12295.173828 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -12295.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12303.195312 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -12303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12305.291016 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -12305.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12316.301758 Penalty: 502.088196
	Iteration 14F: 3 clusters Score -12316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12331.083984 Penalty: 502.088196
	Iteration 15Q: 3 clusters Score -12331.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12331.083984 Penalty: 502.088196
	Iteration 16F: 3 clusters Score -12331.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 97 members 
Entering Unmasked Estep 
Score: -58210036.000000 Penalty: 54754.117188
Splitting cluster 37 changes total score from -58210364.000000 to -58210036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -53459.804688 Penalty: 308.898224
	Iteration 0F: 2 clusters Score -53459.8 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 443 members 
Entering Unmasked Estep 
Score: -52711.550781 Penalty: 617.796448
	Iteration 0F: 3 clusters Score -52711.55 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52917.476562 Penalty: 617.796448
	Iteration 1F: 3 clusters Score -52917.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52966.312500 Penalty: 617.796448
	Iteration 2F: 3 clusters Score -52966.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53006.292969 Penalty: 617.796448
	Iteration 3F: 3 clusters Score -53006.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53036.652344 Penalty: 617.796448
	Iteration 4Q: 3 clusters Score -53036.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53061.714844 Penalty: 617.796448
	Iteration 5Q: 3 clusters Score -53061.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53083.011719 Penalty: 617.796448
	Iteration 6Q: 3 clusters Score -53083.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53110.949219 Penalty: 617.796448
	Iteration 7Q: 3 clusters Score -53110.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53136.781250 Penalty: 617.796448
	Iteration 8Q: 3 clusters Score -53136.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53151.199219 Penalty: 617.796448
	Iteration 9Q: 3 clusters Score -53151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53155.992188 Penalty: 617.796448
	Iteration 10Q: 3 clusters Score -53155.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53159.062500 Penalty: 617.796448
	Iteration 11Q: 3 clusters Score -53159.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53166.621094 Penalty: 617.796448
	Iteration 12Q: 3 clusters Score -53166.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53177.054688 Penalty: 617.796448
	Iteration 13Q: 3 clusters Score -53177.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53188.074219 Penalty: 617.796448
	Iteration 14Q: 3 clusters Score -53188.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53202.613281 Penalty: 617.796448
	Iteration 15Q: 3 clusters Score -53202.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53209.457031 Penalty: 617.796448
	Iteration 16Q: 3 clusters Score -53209.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53214.855469 Penalty: 617.796448
	Iteration 17Q: 3 clusters Score -53214.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53224.457031 Penalty: 617.796448
	Iteration 18Q: 3 clusters Score -53224.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53235.156250 Penalty: 617.796448
	Iteration 19Q: 3 clusters Score -53235.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53248.640625 Penalty: 617.796448
	Iteration 20F: 3 clusters Score -53248.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53253.613281 Penalty: 617.796448
	Iteration 21Q: 3 clusters Score -53253.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53256.281250 Penalty: 617.796448
	Iteration 22Q: 3 clusters Score -53256.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53260.191406 Penalty: 617.796448
	Iteration 23Q: 3 clusters Score -53260.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53263.789062 Penalty: 617.796448
	Iteration 24Q: 3 clusters Score -53263.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53264.839844 Penalty: 617.796448
	Iteration 25Q: 3 clusters Score -53264.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53265.613281 Penalty: 617.796448
	Iteration 26Q: 3 clusters Score -53265.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53265.742188 Penalty: 617.796448
	Iteration 27Q: 3 clusters Score -53265.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53265.742188 Penalty: 617.796448
	Iteration 28F: 3 clusters Score -53265.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Entering Unmasked Estep 
Score: -2399744.750000 Penalty: 480.838318
	Iteration 0F: 2 clusters Score -2399745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2373750.500000 Penalty: 961.676636
	Iteration 0F: 3 clusters Score -2373750 nChanged 18668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2385474.250000 Penalty: 961.676636
	Iteration 1F: 3 clusters Score -2385474 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2386832.750000 Penalty: 961.676636
	Iteration 2F: 3 clusters Score -2386833 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2389441.250000 Penalty: 961.676636
	Iteration 3F: 3 clusters Score -2389441 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2393638.250000 Penalty: 961.676636
	Iteration 4F: 3 clusters Score -2393638 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2396754.500000 Penalty: 961.676636
	Iteration 5F: 3 clusters Score -2396754 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2397989.500000 Penalty: 961.676636
	Iteration 6Q: 3 clusters Score -2397990 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2398549.500000 Penalty: 961.676636
	Iteration 7Q: 3 clusters Score -2398550 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2398847.250000 Penalty: 961.676636
	Iteration 8Q: 3 clusters Score -2398847 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2398997.250000 Penalty: 961.676636
	Iteration 9Q: 3 clusters Score -2398997 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2399055.000000 Penalty: 961.676636
	Iteration 10Q: 3 clusters Score -2399055 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2399090.750000 Penalty: 961.676636
	Iteration 11Q: 3 clusters Score -2399091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2399098.250000 Penalty: 961.676636
	Iteration 12Q: 3 clusters Score -2399098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2399108.250000 Penalty: 961.676636
	Iteration 13Q: 3 clusters Score -2399108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2399110.000000 Penalty: 961.676636
	Iteration 14Q: 3 clusters Score -2399110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2399119.750000 Penalty: 961.676636
	Iteration 15Q: 3 clusters Score -2399120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2399123.500000 Penalty: 961.676636
	Iteration 16Q: 3 clusters Score -2399124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2399128.250000 Penalty: 961.676636
	Iteration 17Q: 3 clusters Score -2399128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2399129.250000 Penalty: 961.676636
	Iteration 18Q: 3 clusters Score -2399129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2399134.250000 Penalty: 961.676636
	Iteration 19Q: 3 clusters Score -2399134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2399135.500000 Penalty: 961.676636
	Iteration 20F: 3 clusters Score -2399136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2399141.750000 Penalty: 961.676636
	Iteration 21Q: 3 clusters Score -2399142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2399141.750000 Penalty: 961.676636
	Iteration 22Q: 3 clusters Score -2399142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2399135.500000 Penalty: 961.676636
	Iteration 23Q: 3 clusters Score -2399136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2399132.750000 Penalty: 961.676636
	Iteration 24Q: 3 clusters Score -2399133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2399144.500000 Penalty: 961.676636
	Iteration 25Q: 3 clusters Score -2399144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2399147.500000 Penalty: 961.676636
	Iteration 26Q: 3 clusters Score -2399148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2399149.250000 Penalty: 961.676636
	Iteration 27Q: 3 clusters Score -2399149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2399149.000000 Penalty: 961.676636
	Iteration 28Q: 3 clusters Score -2399149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2399153.250000 Penalty: 961.676636
	Iteration 29Q: 3 clusters Score -2399153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2399160.000000 Penalty: 961.676636
	Iteration 30Q: 3 clusters Score -2399160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2399160.750000 Penalty: 961.676636
	Iteration 31Q: 3 clusters Score -2399161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2399162.000000 Penalty: 961.676636
	Iteration 32Q: 3 clusters Score -2399162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2399164.000000 Penalty: 961.676636
	Iteration 33Q: 3 clusters Score -2399164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2399168.250000 Penalty: 961.676636
	Iteration 34Q: 3 clusters Score -2399168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2399177.500000 Penalty: 961.676636
	Iteration 35Q: 3 clusters Score -2399178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2399180.000000 Penalty: 961.676636
	Iteration 36Q: 3 clusters Score -2399180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2399183.500000 Penalty: 961.676636
	Iteration 37Q: 3 clusters Score -2399184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2399177.250000 Penalty: 961.676636
	Iteration 38Q: 3 clusters Score -2399177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2399175.500000 Penalty: 961.676636
	Iteration 39Q: 3 clusters Score -2399176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2399172.500000 Penalty: 961.676636
	Iteration 40F: 3 clusters Score -2399172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2399171.750000 Penalty: 961.676636
	Iteration 41Q: 3 clusters Score -2399172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2399175.750000 Penalty: 961.676636
	Iteration 42Q: 3 clusters Score -2399176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2399173.500000 Penalty: 961.676636
	Iteration 43Q: 3 clusters Score -2399174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2399174.000000 Penalty: 961.676636
	Iteration 44Q: 3 clusters Score -2399174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2399176.500000 Penalty: 961.676636
	Iteration 45Q: 3 clusters Score -2399176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2399173.250000 Penalty: 961.676636
	Iteration 46Q: 3 clusters Score -2399173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2399181.000000 Penalty: 961.676636
	Iteration 47Q: 3 clusters Score -2399181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2399179.250000 Penalty: 961.676636
	Iteration 48Q: 3 clusters Score -2399179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2399187.750000 Penalty: 961.676636
	Iteration 49Q: 3 clusters Score -2399188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2399181.750000 Penalty: 961.676636
	Iteration 50Q: 3 clusters Score -2399182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2399183.500000 Penalty: 961.676636
	Iteration 51Q: 3 clusters Score -2399184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2399183.500000 Penalty: 961.676636
	Iteration 52Q: 3 clusters Score -2399184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2399185.500000 Penalty: 961.676636
	Iteration 53Q: 3 clusters Score -2399186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2399177.000000 Penalty: 961.676636
	Iteration 54Q: 3 clusters Score -2399177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2399184.000000 Penalty: 961.676636
	Iteration 55Q: 3 clusters Score -2399184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2399181.500000 Penalty: 961.676636
	Iteration 56Q: 3 clusters Score -2399182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2399179.000000 Penalty: 961.676636
	Iteration 57Q: 3 clusters Score -2399179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2399180.250000 Penalty: 961.676636
	Iteration 58Q: 3 clusters Score -2399180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2399182.250000 Penalty: 961.676636
	Iteration 59Q: 3 clusters Score -2399182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2399181.000000 Penalty: 961.676636
	Iteration 60F: 3 clusters Score -2399181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2399175.500000 Penalty: 961.676636
	Iteration 61Q: 3 clusters Score -2399176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2399175.500000 Penalty: 961.676636
	Iteration 62Q: 3 clusters Score -2399176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2399175.250000 Penalty: 961.676636
	Iteration 63Q: 3 clusters Score -2399175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2399176.750000 Penalty: 961.676636
	Iteration 64Q: 3 clusters Score -2399177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2399170.750000 Penalty: 961.676636
	Iteration 65Q: 3 clusters Score -2399171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2399170.000000 Penalty: 961.676636
	Iteration 66Q: 3 clusters Score -2399170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2399171.250000 Penalty: 961.676636
	Iteration 67Q: 3 clusters Score -2399171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2399172.250000 Penalty: 961.676636
	Iteration 68Q: 3 clusters Score -2399172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2399172.250000 Penalty: 961.676636
	Iteration 69F: 3 clusters Score -2399172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -29230.365234 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -29230.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28730.666016 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -28730.67 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28883.892578 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -28883.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28951.226562 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -28951.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29002.234375 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -29002.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29027.355469 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -29027.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29047.677734 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -29047.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29072.517578 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -29072.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29084.255859 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -29084.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29090.919922 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -29090.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29093.025391 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -29093.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29093.410156 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -29093.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29093.410156 Penalty: 563.690918
	Iteration 11F: 3 clusters Score -29093.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9724.152344 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9724.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9471.279297 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9471.279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9589.290039 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9589.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9622.014648 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9622.015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9638.215820 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9638.216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9649.625977 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9649.626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9657.621094 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9657.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9664.084961 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9664.085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9664.817383 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9664.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9665.298828 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9665.299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9667.650391 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -9667.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9677.786133 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -9677.786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9686.435547 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -9686.436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9702.183594 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -9702.184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9706.127930 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -9706.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9706.127930 Penalty: 492.865143
	Iteration 14F: 3 clusters Score -9706.128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -84348.960938 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -84348.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -83311.906250 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -83311.91 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -83615.312500 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -83615.31 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -83678.132812 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -83678.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -83738.812500 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -83738.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -83801.062500 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -83801.06 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -83891.531250 Penalty: 659.419495
	Iteration 5F: 3 clusters Score -83891.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -83986.804688 Penalty: 659.419495
	Iteration 6F: 3 clusters Score -83986.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -84060.593750 Penalty: 659.419495
	Iteration 7F: 3 clusters Score -84060.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -84123.109375 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -84123.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -84165.984375 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -84165.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -84206.703125 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -84206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -84219.796875 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -84219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -84225.476562 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -84225.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -84226.273438 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -84226.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -84226.453125 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -84226.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -84226.453125 Penalty: 659.419495
	Iteration 15F: 3 clusters Score -84226.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Entering Unmasked Estep 
Score: -1087417.750000 Penalty: 446.295044
	Iteration 0F: 2 clusters Score -1087418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1075368.625000 Penalty: 892.590088
	Iteration 0F: 3 clusters Score -1075369 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1080069.625000 Penalty: 892.590088
	Iteration 1F: 3 clusters Score -1080070 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1080350.750000 Penalty: 892.590088
	Iteration 2Q: 3 clusters Score -1080351 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1080763.000000 Penalty: 892.590088
	Iteration 3Q: 3 clusters Score -1080763 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1081369.125000 Penalty: 892.590088
	Iteration 4F: 3 clusters Score -1081369 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1082239.500000 Penalty: 892.590088
	Iteration 5F: 3 clusters Score -1082240 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1083318.875000 Penalty: 892.590088
	Iteration 6F: 3 clusters Score -1083319 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1084253.500000 Penalty: 892.590088
	Iteration 7F: 3 clusters Score -1084254 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1084754.125000 Penalty: 892.590088
	Iteration 8Q: 3 clusters Score -1084754 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1084992.875000 Penalty: 892.590088
	Iteration 9Q: 3 clusters Score -1084993 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1085174.500000 Penalty: 892.590088
	Iteration 10Q: 3 clusters Score -1085174 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1085334.625000 Penalty: 892.590088
	Iteration 11Q: 3 clusters Score -1085335 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1085487.750000 Penalty: 892.590088
	Iteration 12Q: 3 clusters Score -1085488 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1085645.625000 Penalty: 892.590088
	Iteration 13Q: 3 clusters Score -1085646 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1085804.500000 Penalty: 892.590088
	Iteration 14Q: 3 clusters Score -1085804 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1085949.375000 Penalty: 892.590088
	Iteration 15Q: 3 clusters Score -1085949 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1086085.625000 Penalty: 892.590088
	Iteration 16Q: 3 clusters Score -1086086 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1086229.000000 Penalty: 892.590088
	Iteration 17Q: 3 clusters Score -1086229 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1086358.500000 Penalty: 892.590088
	Iteration 18Q: 3 clusters Score -1086358 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1086471.375000 Penalty: 892.590088
	Iteration 19Q: 3 clusters Score -1086471 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1086578.625000 Penalty: 892.590088
	Iteration 20F: 3 clusters Score -1086579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1086660.875000 Penalty: 892.590088
	Iteration 21Q: 3 clusters Score -1086661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1086720.875000 Penalty: 892.590088
	Iteration 22Q: 3 clusters Score -1086721 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1086783.125000 Penalty: 892.590088
	Iteration 23Q: 3 clusters Score -1086783 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1086836.625000 Penalty: 892.590088
	Iteration 24Q: 3 clusters Score -1086837 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1086881.875000 Penalty: 892.590088
	Iteration 25Q: 3 clusters Score -1086882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1086920.625000 Penalty: 892.590088
	Iteration 26Q: 3 clusters Score -1086921 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1086960.000000 Penalty: 892.590088
	Iteration 27Q: 3 clusters Score -1086960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1086985.250000 Penalty: 892.590088
	Iteration 28Q: 3 clusters Score -1086985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1087006.000000 Penalty: 892.590088
	Iteration 29Q: 3 clusters Score -1087006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1087020.750000 Penalty: 892.590088
	Iteration 30Q: 3 clusters Score -1087021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1087029.750000 Penalty: 892.590088
	Iteration 31Q: 3 clusters Score -1087030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1087039.500000 Penalty: 892.590088
	Iteration 32Q: 3 clusters Score -1087040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1087046.625000 Penalty: 892.590088
	Iteration 33Q: 3 clusters Score -1087047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1087052.625000 Penalty: 892.590088
	Iteration 34Q: 3 clusters Score -1087053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1087060.250000 Penalty: 892.590088
	Iteration 35Q: 3 clusters Score -1087060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1087069.250000 Penalty: 892.590088
	Iteration 36Q: 3 clusters Score -1087069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1087074.500000 Penalty: 892.590088
	Iteration 37Q: 3 clusters Score -1087074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1087078.750000 Penalty: 892.590088
	Iteration 38Q: 3 clusters Score -1087079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1087083.625000 Penalty: 892.590088
	Iteration 39Q: 3 clusters Score -1087084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1087091.375000 Penalty: 892.590088
	Iteration 40F: 3 clusters Score -1087091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1087096.750000 Penalty: 892.590088
	Iteration 41Q: 3 clusters Score -1087097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1087098.625000 Penalty: 892.590088
	Iteration 42Q: 3 clusters Score -1087099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1087099.625000 Penalty: 892.590088
	Iteration 43Q: 3 clusters Score -1087100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1087100.375000 Penalty: 892.590088
	Iteration 44Q: 3 clusters Score -1087100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1087102.000000 Penalty: 892.590088
	Iteration 45Q: 3 clusters Score -1087102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1087103.250000 Penalty: 892.590088
	Iteration 46Q: 3 clusters Score -1087103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1087102.500000 Penalty: 892.590088
	Iteration 47Q: 3 clusters Score -1087102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1087105.000000 Penalty: 892.590088
	Iteration 48Q: 3 clusters Score -1087105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1087107.500000 Penalty: 892.590088
	Iteration 49Q: 3 clusters Score -1087108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1087109.500000 Penalty: 892.590088
	Iteration 50Q: 3 clusters Score -1087110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1087113.500000 Penalty: 892.590088
	Iteration 51Q: 3 clusters Score -1087114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1087116.000000 Penalty: 892.590088
	Iteration 52Q: 3 clusters Score -1087116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1087118.750000 Penalty: 892.590088
	Iteration 53Q: 3 clusters Score -1087119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1087121.500000 Penalty: 892.590088
	Iteration 54Q: 3 clusters Score -1087122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1087122.875000 Penalty: 892.590088
	Iteration 55Q: 3 clusters Score -1087123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1087125.625000 Penalty: 892.590088
	Iteration 56Q: 3 clusters Score -1087126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1087127.125000 Penalty: 892.590088
	Iteration 57Q: 3 clusters Score -1087127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1087132.125000 Penalty: 892.590088
	Iteration 58Q: 3 clusters Score -1087132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1087136.250000 Penalty: 892.590088
	Iteration 59Q: 3 clusters Score -1087136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1087141.250000 Penalty: 892.590088
	Iteration 60F: 3 clusters Score -1087141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1087143.125000 Penalty: 892.590088
	Iteration 61Q: 3 clusters Score -1087143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1087145.000000 Penalty: 892.590088
	Iteration 62Q: 3 clusters Score -1087145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1087146.375000 Penalty: 892.590088
	Iteration 63Q: 3 clusters Score -1087146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1087150.750000 Penalty: 892.590088
	Iteration 64Q: 3 clusters Score -1087151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1087151.000000 Penalty: 892.590088
	Iteration 65Q: 3 clusters Score -1087151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1087155.750000 Penalty: 892.590088
	Iteration 66Q: 3 clusters Score -1087156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1087158.375000 Penalty: 892.590088
	Iteration 67Q: 3 clusters Score -1087158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1087161.750000 Penalty: 892.590088
	Iteration 68Q: 3 clusters Score -1087162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1087161.875000 Penalty: 892.590088
	Iteration 69Q: 3 clusters Score -1087162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1087164.000000 Penalty: 892.590088
	Iteration 70Q: 3 clusters Score -1087164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1087165.500000 Penalty: 892.590088
	Iteration 71Q: 3 clusters Score -1087166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1087170.250000 Penalty: 892.590088
	Iteration 72Q: 3 clusters Score -1087170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1087174.250000 Penalty: 892.590088
	Iteration 73Q: 3 clusters Score -1087174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1087174.125000 Penalty: 892.590088
	Iteration 74Q: 3 clusters Score -1087174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1087174.875000 Penalty: 892.590088
	Iteration 75Q: 3 clusters Score -1087175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1087176.250000 Penalty: 892.590088
	Iteration 76Q: 3 clusters Score -1087176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1087178.125000 Penalty: 892.590088
	Iteration 77Q: 3 clusters Score -1087178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1087178.000000 Penalty: 892.590088
	Iteration 78Q: 3 clusters Score -1087178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1087179.375000 Penalty: 892.590088
	Iteration 79Q: 3 clusters Score -1087179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1087179.125000 Penalty: 892.590088
	Iteration 80F: 3 clusters Score -1087179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1087181.250000 Penalty: 892.590088
	Iteration 81Q: 3 clusters Score -1087181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1087182.875000 Penalty: 892.590088
	Iteration 82Q: 3 clusters Score -1087183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1087185.750000 Penalty: 892.590088
	Iteration 83Q: 3 clusters Score -1087186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1087187.250000 Penalty: 892.590088
	Iteration 84Q: 3 clusters Score -1087187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1087186.500000 Penalty: 892.590088
	Iteration 85Q: 3 clusters Score -1087186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1087186.500000 Penalty: 892.590088
	Iteration 86F: 3 clusters Score -1087186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -117885.093750 Penalty: 344.548889
	Iteration 0F: 2 clusters Score -117885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116477.390625 Penalty: 689.097778
	Iteration 0F: 3 clusters Score -116477.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -116965.375000 Penalty: 689.097778
	Iteration 1F: 3 clusters Score -116965.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -117081.398438 Penalty: 689.097778
	Iteration 2F: 3 clusters Score -117081.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -117169.382812 Penalty: 689.097778
	Iteration 3F: 3 clusters Score -117169.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -117226.101562 Penalty: 689.097778
	Iteration 4Q: 3 clusters Score -117226.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -117276.273438 Penalty: 689.097778
	Iteration 5Q: 3 clusters Score -117276.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -117316.179688 Penalty: 689.097778
	Iteration 6Q: 3 clusters Score -117316.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -117353.023438 Penalty: 689.097778
	Iteration 7Q: 3 clusters Score -117353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -117393.085938 Penalty: 689.097778
	Iteration 8Q: 3 clusters Score -117393.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -117435.382812 Penalty: 689.097778
	Iteration 9Q: 3 clusters Score -117435.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -117468.335938 Penalty: 689.097778
	Iteration 10Q: 3 clusters Score -117468.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -117498.695312 Penalty: 689.097778
	Iteration 11Q: 3 clusters Score -117498.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -117528.507812 Penalty: 689.097778
	Iteration 12Q: 3 clusters Score -117528.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -117553.085938 Penalty: 689.097778
	Iteration 13Q: 3 clusters Score -117553.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -117572.210938 Penalty: 689.097778
	Iteration 14Q: 3 clusters Score -117572.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -117588.898438 Penalty: 689.097778
	Iteration 15Q: 3 clusters Score -117588.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -117596.554688 Penalty: 689.097778
	Iteration 16Q: 3 clusters Score -117596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -117601.437500 Penalty: 689.097778
	Iteration 17Q: 3 clusters Score -117601.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -117605.414062 Penalty: 689.097778
	Iteration 18Q: 3 clusters Score -117605.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -117608.507812 Penalty: 689.097778
	Iteration 19Q: 3 clusters Score -117608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -117612.195312 Penalty: 689.097778
	Iteration 20F: 3 clusters Score -117612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -117617.812500 Penalty: 689.097778
	Iteration 21Q: 3 clusters Score -117617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -117624.296875 Penalty: 689.097778
	Iteration 22Q: 3 clusters Score -117624.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -117630.921875 Penalty: 689.097778
	Iteration 23Q: 3 clusters Score -117630.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -117639.007812 Penalty: 689.097778
	Iteration 24Q: 3 clusters Score -117639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -117647.593750 Penalty: 689.097778
	Iteration 25Q: 3 clusters Score -117647.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -117655.195312 Penalty: 689.097778
	Iteration 26Q: 3 clusters Score -117655.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -117660.554688 Penalty: 689.097778
	Iteration 27Q: 3 clusters Score -117660.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -117663.882812 Penalty: 689.097778
	Iteration 28Q: 3 clusters Score -117663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -117667.523438 Penalty: 689.097778
	Iteration 29Q: 3 clusters Score -117667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -117669.992188 Penalty: 689.097778
	Iteration 30Q: 3 clusters Score -117670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -117673.101562 Penalty: 689.097778
	Iteration 31Q: 3 clusters Score -117673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -117675.679688 Penalty: 689.097778
	Iteration 32Q: 3 clusters Score -117675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -117679.531250 Penalty: 689.097778
	Iteration 33Q: 3 clusters Score -117679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -117682.750000 Penalty: 689.097778
	Iteration 34Q: 3 clusters Score -117682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -117687.632812 Penalty: 689.097778
	Iteration 35Q: 3 clusters Score -117687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -117691.390625 Penalty: 689.097778
	Iteration 36Q: 3 clusters Score -117691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -117694.406250 Penalty: 689.097778
	Iteration 37Q: 3 clusters Score -117694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -117701.304688 Penalty: 689.097778
	Iteration 38Q: 3 clusters Score -117701.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -117710.304688 Penalty: 689.097778
	Iteration 39Q: 3 clusters Score -117710.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -117713.859375 Penalty: 689.097778
	Iteration 40F: 3 clusters Score -117713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -117715.539062 Penalty: 689.097778
	Iteration 41Q: 3 clusters Score -117715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -117715.882812 Penalty: 689.097778
	Iteration 42Q: 3 clusters Score -117715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -117716.093750 Penalty: 689.097778
	Iteration 43Q: 3 clusters Score -117716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -117716.093750 Penalty: 689.097778
	Iteration 44F: 3 clusters Score -117716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -52593.097656 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -52593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -51845.789062 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -51845.79 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52149.289062 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -52149.29 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -52250.062500 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -52250.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -52323.601562 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -52323.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52386.074219 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -52386.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52433.433594 Penalty: 618.916748
	Iteration 5F: 3 clusters Score -52433.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52500.835938 Penalty: 618.916748
	Iteration 6F: 3 clusters Score -52500.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52545.781250 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -52545.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52575.347656 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -52575.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52584.464844 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -52584.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52590.085938 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -52590.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52592.523438 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -52592.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52593.039062 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -52593.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52595.226562 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -52595.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52596.761719 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -52596.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -52597.976562 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -52597.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -52598.761719 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -52598.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52599.613281 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -52599.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52601.394531 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -52601.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52602.324219 Penalty: 618.916748
	Iteration 19Q: 3 clusters Score -52602.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52603.167969 Penalty: 618.916748
	Iteration 20F: 3 clusters Score -52603.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52605.750000 Penalty: 618.916748
	Iteration 21Q: 3 clusters Score -52605.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -52610.546875 Penalty: 618.916748
	Iteration 22Q: 3 clusters Score -52610.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52612.238281 Penalty: 618.916748
	Iteration 23Q: 3 clusters Score -52612.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -52613.890625 Penalty: 618.916748
	Iteration 24Q: 3 clusters Score -52613.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52614.441406 Penalty: 618.916748
	Iteration 25Q: 3 clusters Score -52614.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52614.933594 Penalty: 618.916748
	Iteration 26Q: 3 clusters Score -52614.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52614.933594 Penalty: 618.916748
	Iteration 27F: 3 clusters Score -52614.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 473 members 
Entering Unmasked Estep 
Score: -58210016.000000 Penalty: 54754.117188
Splitting cluster 45 changes total score from -58210364.000000 to -58210016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3129.086426 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3129.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2981.684082 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2981.684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3009.274414 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -3009.274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3014.781006 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -3014.781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3014.781006 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -3014.781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -19543.240234 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -19543.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19158.259766 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -19158.26 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19310.583984 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -19310.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19362.710938 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -19362.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19390.572266 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -19390.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19417.003906 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -19417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19456.173828 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -19456.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19530.878906 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -19530.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19581.697266 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -19581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19594.291016 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -19594.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19598.992188 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -19598.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19600.291016 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -19600.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19600.753906 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -19600.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19600.908203 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -19600.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19600.908203 Penalty: 528.267273
	Iteration 13F: 3 clusters Score -19600.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 144 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 188 members 
Entering Unmasked Estep 
Score: -58210036.000000 Penalty: 54754.117188
Splitting cluster 47 changes total score from -58210364.000000 to -58210036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10635.064453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10635.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10387.603516 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -10387.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10467.930664 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -10467.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10502.129883 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -10502.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10512.303711 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -10512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10524.549805 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10524.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10538.731445 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10538.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10543.462891 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10543.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10551.686523 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10551.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10556.051758 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -10556.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10556.051758 Penalty: 491.232819
	Iteration 9F: 3 clusters Score -10556.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -35759.035156 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -35759.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35195.105469 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -35195.11 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35376.480469 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -35376.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35427.562500 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -35427.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35470.398438 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -35470.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35510.429688 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -35510.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35558.738281 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -35558.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35610.191406 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -35610.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35639.476562 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -35639.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35648.113281 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -35648.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35653.792969 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -35653.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35654.292969 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -35654.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35655.117188 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -35655.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35655.332031 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -35655.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35655.332031 Penalty: 583.325928
	Iteration 13F: 3 clusters Score -35655.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -32798.195312 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -32798.2 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 273 members 
Entering Unmasked Estep 
Score: -32272.167969 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -32272.17 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32390.816406 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -32390.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32444.158203 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -32444.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32481.439453 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -32481.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32498.966797 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -32498.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32507.380859 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -32507.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32516.060547 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -32516.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32521.072266 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -32521.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32528.037109 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -32528.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32534.255859 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -32534.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32543.474609 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -32543.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32553.572266 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -32553.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32562.812500 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -32562.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32570.408203 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -32570.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32573.966797 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -32573.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32575.193359 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -32575.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32577.107422 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -32577.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32579.474609 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -32579.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32580.349609 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -32580.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32581.687500 Penalty: 568.395691
	Iteration 19Q: 3 clusters Score -32581.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32582.341797 Penalty: 568.395691
	Iteration 20F: 3 clusters Score -32582.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -2991.865479 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -2991.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2736.879150 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -2736.879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2807.344727 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -2807.345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2833.270752 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -2833.271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2850.354248 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -2850.354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2855.639893 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -2855.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2860.504883 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -2860.505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2869.004639 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -2869.005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2876.740479 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -2876.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2880.372314 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -2880.372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2892.794678 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -2892.795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2898.038086 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -2898.038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2899.576172 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -2899.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2904.911621 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -2904.912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2909.426270 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -2909.426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2914.334229 Penalty: 469.474030
	Iteration 14Q: 3 clusters Score -2914.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2914.334229 Penalty: 469.474030
	Iteration 15F: 3 clusters Score -2914.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -49431.789062 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -49431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -48734.871094 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -48734.87 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49025.886719 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -49025.89 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49111.285156 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -49111.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49172.371094 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -49172.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49213.066406 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -49213.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49235.250000 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -49235.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49247.578125 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -49247.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49255.792969 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -49255.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49260.285156 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -49260.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49265.558594 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -49265.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49270.839844 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -49270.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49272.101562 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -49272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49274.070312 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -49274.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49279.105469 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -49279.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49294.425781 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -49294.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49300.242188 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -49300.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49302.394531 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -49302.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49304.621094 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -49304.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49306.539062 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -49306.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49312.980469 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -49312.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49320.308594 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -49320.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49324.207031 Penalty: 610.213135
	Iteration 21Q: 3 clusters Score -49324.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49329.378906 Penalty: 610.213135
	Iteration 22Q: 3 clusters Score -49329.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49330.218750 Penalty: 610.213135
	Iteration 23Q: 3 clusters Score -49330.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49332.347656 Penalty: 610.213135
	Iteration 24Q: 3 clusters Score -49332.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49332.816406 Penalty: 610.213135
	Iteration 25Q: 3 clusters Score -49332.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49335.242188 Penalty: 610.213135
	Iteration 26Q: 3 clusters Score -49335.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49337.726562 Penalty: 610.213135
	Iteration 27Q: 3 clusters Score -49337.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49339.339844 Penalty: 610.213135
	Iteration 28Q: 3 clusters Score -49339.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49342.750000 Penalty: 610.213135
	Iteration 29Q: 3 clusters Score -49342.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49344.621094 Penalty: 610.213135
	Iteration 30Q: 3 clusters Score -49344.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49344.621094 Penalty: 610.213135
	Iteration 31F: 3 clusters Score -49344.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10959.072266 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10959.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10684.573242 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10684.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10791.337891 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10791.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10872.510742 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10872.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10913.534180 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10913.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10972.531250 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10972.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11012.296875 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -11012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11014.268555 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -11014.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11014.268555 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -11014.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 80 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 119 members 
Entering Unmasked Estep 
Score: -58210036.000000 Penalty: 54754.117188
Splitting cluster 53 changes total score from -58210364.000000 to -58210036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -20763.964844 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -20763.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20389.193359 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -20389.19 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20504.287109 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -20504.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20563.140625 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -20563.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20592.021484 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -20592.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20600.687500 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -20600.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20606.388672 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -20606.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20609.939453 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -20609.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20612.060547 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -20612.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20614.833984 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -20614.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20617.830078 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -20617.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20620.246094 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -20620.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20623.138672 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -20623.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20626.783203 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -20626.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20634.402344 Penalty: 535.128540
	Iteration 13Q: 3 clusters Score -20634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20639.943359 Penalty: 535.128540
	Iteration 14Q: 3 clusters Score -20639.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20644.804688 Penalty: 535.128540
	Iteration 15Q: 3 clusters Score -20644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20654.144531 Penalty: 535.128540
	Iteration 16Q: 3 clusters Score -20654.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20658.556641 Penalty: 535.128540
	Iteration 17Q: 3 clusters Score -20658.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20661.613281 Penalty: 535.128540
	Iteration 18Q: 3 clusters Score -20661.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20668.392578 Penalty: 535.128540
	Iteration 19Q: 3 clusters Score -20668.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20673.074219 Penalty: 535.128540
	Iteration 20F: 3 clusters Score -20673.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20681.388672 Penalty: 535.128540
	Iteration 21Q: 3 clusters Score -20681.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20685.857422 Penalty: 535.128540
	Iteration 22Q: 3 clusters Score -20685.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20686.107422 Penalty: 535.128540
	Iteration 23Q: 3 clusters Score -20686.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20686.107422 Penalty: 535.128540
	Iteration 24F: 3 clusters Score -20686.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -8884.040039 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -8884.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8646.717773 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8646.718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8838.752930 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8838.753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8886.224609 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -8886.225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8918.435547 Penalty: 475.052399
	Iteration 3F: 3 clusters Score -8918.436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8961.016602 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8961.017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8986.230469 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8986.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9004.696289 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -9004.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9024.969727 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -9024.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9045.453125 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -9045.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9052.377930 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -9052.378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9057.996094 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -9057.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9057.996094 Penalty: 475.052399
	Iteration 11F: 3 clusters Score -9057.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 64 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 121 members 
Entering Unmasked Estep 
Score: -58210108.000000 Penalty: 54754.117188
Splitting cluster 55 changes total score from -58210364.000000 to -58210108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (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: -86987.609375 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -86987.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85814.500000 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -85814.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86287.578125 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -86287.58 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86485.578125 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -86485.58 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86664.242188 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -86664.24 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86777.570312 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -86777.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86876.718750 Penalty: 666.708374
	Iteration 5F: 3 clusters Score -86876.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86952.906250 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -86952.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87006.414062 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -87006.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87020.507812 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -87020.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87027.210938 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -87027.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87032.484375 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -87032.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87035.125000 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -87035.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87035.882812 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -87035.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -87037.429688 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -87037.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87037.593750 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -87037.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87037.593750 Penalty: 666.708374
	Iteration 15F: 3 clusters Score -87037.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 517 members 
Entering Unmasked Estep 
Score: -58210152.000000 Penalty: 54754.117188
Splitting cluster 56 changes total score from -58210364.000000 to -58210152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21075.160156 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21075.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20680.060547 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -20680.06 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20827.722656 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -20827.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20868.867188 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -20868.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20889.937500 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -20889.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20915.468750 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -20915.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20944.966797 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -20944.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20975.423828 Penalty: 537.387939
	Iteration 6F: 3 clusters Score -20975.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20981.697266 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -20981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20984.431641 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -20984.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20985.755859 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -20985.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20986.564453 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -20986.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20987.003906 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -20987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20988.523438 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -20988.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20989.019531 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -20989.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20990.988281 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -20990.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20995.218750 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -20995.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20997.513672 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -20997.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20999.298828 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -20999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20999.964844 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -20999.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21002.892578 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -21002.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21008.519531 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -21008.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21021.603516 Penalty: 537.387939
	Iteration 21Q: 3 clusters Score -21021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21032.462891 Penalty: 537.387939
	Iteration 22Q: 3 clusters Score -21032.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21043.916016 Penalty: 537.387939
	Iteration 23Q: 3 clusters Score -21043.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21052.947266 Penalty: 537.387939
	Iteration 24Q: 3 clusters Score -21052.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21055.060547 Penalty: 537.387939
	Iteration 25Q: 3 clusters Score -21055.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21055.060547 Penalty: 537.387939
	Iteration 26F: 3 clusters Score -21055.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -24465.765625 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -24465.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24015.259766 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -24015.26 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24189.908203 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -24189.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24278.656250 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -24278.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24329.261719 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -24329.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24354.886719 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -24354.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24358.878906 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -24358.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24362.785156 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -24362.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24364.748047 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -24364.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24366.107422 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -24366.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24366.730469 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -24366.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24366.730469 Penalty: 555.332825
	Iteration 10F: 3 clusters Score -24366.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -17924.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -17924.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17562.611328 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17562.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17682.119141 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17682.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17735.125000 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17735.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17778.376953 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17778.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17836.146484 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -17836.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17869.259766 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -17869.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17895.982422 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17895.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17903.939453 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17903.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17910.697266 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17915.250000 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17915.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17917.306641 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -17917.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17917.306641 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -17917.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -21321.507812 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -21321.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20941.650391 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -20941.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21044.689453 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -21044.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21105.875000 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -21105.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21140.189453 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -21140.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21167.371094 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -21167.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21181.326172 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -21181.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21189.291016 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -21189.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21195.066406 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -21195.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21209.130859 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -21209.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21218.140625 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -21218.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21224.533203 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -21224.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21229.746094 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -21229.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21230.335938 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -21230.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21230.861328 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -21230.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21231.218750 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -21231.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21231.218750 Penalty: 527.164246
	Iteration 15F: 3 clusters Score -21231.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (115862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Entering Unmasked Estep 
Score: -6924682.000000 Penalty: 530.537048
	Iteration 0F: 2 clusters Score -6924682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -6848208.500000 Penalty: 1061.074097
	Iteration 0F: 3 clusters Score -6848208 nChanged 56591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6884705.500000 Penalty: 1061.074097
	Iteration 1F: 3 clusters Score -6884706 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -6889157.500000 Penalty: 1061.074097
	Iteration 2F: 3 clusters Score -6889158 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6896501.500000 Penalty: 1061.074097
	Iteration 3F: 3 clusters Score -6896502 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -6905598.500000 Penalty: 1061.074097
	Iteration 4F: 3 clusters Score -6905598 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -6913380.000000 Penalty: 1061.074097
	Iteration 5F: 3 clusters Score -6913380 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -6917780.000000 Penalty: 1061.074097
	Iteration 6Q: 3 clusters Score -6917780 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -6920028.000000 Penalty: 1061.074097
	Iteration 7Q: 3 clusters Score -6920028 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6921378.000000 Penalty: 1061.074097
	Iteration 8Q: 3 clusters Score -6921378 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6922204.000000 Penalty: 1061.074097
	Iteration 9Q: 3 clusters Score -6922204 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6922758.500000 Penalty: 1061.074097
	Iteration 10Q: 3 clusters Score -6922758 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6923131.500000 Penalty: 1061.074097
	Iteration 11Q: 3 clusters Score -6923132 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6923387.500000 Penalty: 1061.074097
	Iteration 12Q: 3 clusters Score -6923388 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6923616.500000 Penalty: 1061.074097
	Iteration 13Q: 3 clusters Score -6923616 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114663 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6923805.500000 Penalty: 1061.074097
	Iteration 14Q: 3 clusters Score -6923806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6923928.000000 Penalty: 1061.074097
	Iteration 15Q: 3 clusters Score -6923928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6924003.500000 Penalty: 1061.074097
	Iteration 16Q: 3 clusters Score -6924004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6924049.000000 Penalty: 1061.074097
	Iteration 17Q: 3 clusters Score -6924049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115184 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6924074.000000 Penalty: 1061.074097
	Iteration 18Q: 3 clusters Score -6924074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6924108.500000 Penalty: 1061.074097
	Iteration 19Q: 3 clusters Score -6924108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6924135.500000 Penalty: 1061.074097
	Iteration 20F: 3 clusters Score -6924136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6924154.500000 Penalty: 1061.074097
	Iteration 21Q: 3 clusters Score -6924154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6924175.500000 Penalty: 1061.074097
	Iteration 22Q: 3 clusters Score -6924176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6924192.000000 Penalty: 1061.074097
	Iteration 23Q: 3 clusters Score -6924192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6924193.500000 Penalty: 1061.074097
	Iteration 24Q: 3 clusters Score -6924194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6924201.500000 Penalty: 1061.074097
	Iteration 25Q: 3 clusters Score -6924202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6924213.500000 Penalty: 1061.074097
	Iteration 26Q: 3 clusters Score -6924214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6924229.000000 Penalty: 1061.074097
	Iteration 27Q: 3 clusters Score -6924229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6924229.500000 Penalty: 1061.074097
	Iteration 28Q: 3 clusters Score -6924230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6924238.000000 Penalty: 1061.074097
	Iteration 29Q: 3 clusters Score -6924238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6924233.000000 Penalty: 1061.074097
	Iteration 30Q: 3 clusters Score -6924233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6924241.000000 Penalty: 1061.074097
	Iteration 31Q: 3 clusters Score -6924241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6924253.500000 Penalty: 1061.074097
	Iteration 32Q: 3 clusters Score -6924254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6924259.500000 Penalty: 1061.074097
	Iteration 33Q: 3 clusters Score -6924260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6924263.000000 Penalty: 1061.074097
	Iteration 34Q: 3 clusters Score -6924263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6924265.500000 Penalty: 1061.074097
	Iteration 35Q: 3 clusters Score -6924266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6924268.000000 Penalty: 1061.074097
	Iteration 36Q: 3 clusters Score -6924268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6924268.500000 Penalty: 1061.074097
	Iteration 37Q: 3 clusters Score -6924268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6924273.500000 Penalty: 1061.074097
	Iteration 38Q: 3 clusters Score -6924274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6924272.000000 Penalty: 1061.074097
	Iteration 39Q: 3 clusters Score -6924272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6924274.000000 Penalty: 1061.074097
	Iteration 40F: 3 clusters Score -6924274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6924269.000000 Penalty: 1061.074097
	Iteration 41Q: 3 clusters Score -6924269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6924274.000000 Penalty: 1061.074097
	Iteration 42Q: 3 clusters Score -6924274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6924274.000000 Penalty: 1061.074097
	Iteration 43F: 3 clusters Score -6924274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -8453.209961 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -8453.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8217.744141 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -8217.744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8260.168945 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -8260.169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8284.688477 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -8284.688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8310.329102 Penalty: 450.980286
	Iteration 3F: 3 clusters Score -8310.329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8338.812500 Penalty: 450.980286
	Iteration 4F: 3 clusters Score -8338.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8347.922852 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -8347.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8357.685547 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -8357.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8363.676758 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -8363.677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8397.793945 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -8397.794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8420.063477 Penalty: 450.980286
	Iteration 9Q: 3 clusters Score -8420.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8420.063477 Penalty: 450.980286
	Iteration 10F: 3 clusters Score -8420.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3340.407227 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3340.407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3180.732422 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -3180.732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3230.875732 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -3230.876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3238.501465 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -3238.501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -28900.689453 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -28900.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28439.314453 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -28439.31 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28712.625000 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -28712.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28777.919922 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -28777.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28826.666016 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -28826.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28890.283203 Penalty: 566.614868
	Iteration 4F: 3 clusters Score -28890.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28903.800781 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -28903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28914.943359 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -28914.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28920.654297 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -28920.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28924.710938 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -28924.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28926.837891 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -28926.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28928.476562 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -28928.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28928.476562 Penalty: 566.614868
	Iteration 11F: 3 clusters Score -28928.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 412 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 94 members 
Entering Unmasked Estep 
Score: -58209996.000000 Penalty: 54754.117188
Splitting cluster 64 changes total score from -58210364.000000 to -58209996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6025.423828 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6025.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5819.241699 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5819.242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5878.334961 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5878.335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5905.818848 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5905.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5920.603516 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5920.604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5925.328125 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5925.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5928.800781 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5928.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5928.800781 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5928.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -13655.863281 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -13655.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13342.473633 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -13342.47 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13476.729492 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -13476.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13513.436523 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -13513.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13556.963867 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -13556.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13577.290039 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -13577.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13597.829102 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -13597.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13602.287109 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -13602.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13604.702148 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -13604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13605.633789 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -13605.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13606.704102 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -13606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13606.704102 Penalty: 517.514771
	Iteration 10F: 3 clusters Score -13606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -7898.321289 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -7898.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7585.425293 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -7585.425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7653.228516 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -7653.229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7690.655273 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -7690.655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7712.211914 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -7712.212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7719.168945 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -7719.169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7725.604492 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -7725.604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7730.353516 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -7730.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7731.099609 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -7731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7731.291504 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -7731.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7731.291504 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -7731.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -314931.625000 Penalty: 388.991943
	Iteration 0F: 2 clusters Score -314931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -311461.937500 Penalty: 777.983887
	Iteration 0F: 3 clusters Score -311461.9 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -312757.093750 Penalty: 777.983887
	Iteration 1F: 3 clusters Score -312757.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -312895.656250 Penalty: 777.983887
	Iteration 2F: 3 clusters Score -312895.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -313028.500000 Penalty: 777.983887
	Iteration 3F: 3 clusters Score -313028.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -313178.906250 Penalty: 777.983887
	Iteration 4F: 3 clusters Score -313178.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -313386.593750 Penalty: 777.983887
	Iteration 5F: 3 clusters Score -313386.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -313664.031250 Penalty: 777.983887
	Iteration 6F: 3 clusters Score -313664 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -313966.656250 Penalty: 777.983887
	Iteration 7F: 3 clusters Score -313966.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -314247.812500 Penalty: 777.983887
	Iteration 8F: 3 clusters Score -314247.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -314418.781250 Penalty: 777.983887
	Iteration 9Q: 3 clusters Score -314418.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -314493.156250 Penalty: 777.983887
	Iteration 10Q: 3 clusters Score -314493.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -314536.250000 Penalty: 777.983887
	Iteration 11Q: 3 clusters Score -314536.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -314564.125000 Penalty: 777.983887
	Iteration 12Q: 3 clusters Score -314564.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -314579.843750 Penalty: 777.983887
	Iteration 13Q: 3 clusters Score -314579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -314596.968750 Penalty: 777.983887
	Iteration 14Q: 3 clusters Score -314597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -314607.562500 Penalty: 777.983887
	Iteration 15Q: 3 clusters Score -314607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -314613.375000 Penalty: 777.983887
	Iteration 16Q: 3 clusters Score -314613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -314614.375000 Penalty: 777.983887
	Iteration 17Q: 3 clusters Score -314614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -314615.343750 Penalty: 777.983887
	Iteration 18Q: 3 clusters Score -314615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -314616.468750 Penalty: 777.983887
	Iteration 19Q: 3 clusters Score -314616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -314616.125000 Penalty: 777.983887
	Iteration 20F: 3 clusters Score -314616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -66193.453125 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -66193.45 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 541 members 
Entering Unmasked Estep 
Score: -65344.421875 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -65344.42 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65659.140625 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -65659.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65736.789062 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -65736.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65795.648438 Penalty: 637.030396
	Iteration 3Q: 3 clusters Score -65795.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65907.765625 Penalty: 637.030396
	Iteration 4F: 3 clusters Score -65907.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -65997.382812 Penalty: 637.030396
	Iteration 5F: 3 clusters Score -65997.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66038.109375 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -66038.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66065.265625 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -66065.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66083.867188 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -66083.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -66103.468750 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -66103.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66112.406250 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -66112.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66116.187500 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -66116.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66119.367188 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -66119.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66123.328125 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -66123.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -66126.585938 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -66126.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66127.953125 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -66127.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66130.218750 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -66130.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66130.906250 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -66130.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -66130.960938 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -66130.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66131.265625 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -66131.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -66131.695312 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -66131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66132.843750 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -66132.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66134.640625 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -66134.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66139.054688 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -66139.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66141.789062 Penalty: 637.030396
	Iteration 24Q: 3 clusters Score -66141.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66144.437500 Penalty: 637.030396
	Iteration 25Q: 3 clusters Score -66144.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -66147.671875 Penalty: 637.030396
	Iteration 26Q: 3 clusters Score -66147.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66152.585938 Penalty: 637.030396
	Iteration 27Q: 3 clusters Score -66152.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66155.992188 Penalty: 637.030396
	Iteration 28Q: 3 clusters Score -66155.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -66161.484375 Penalty: 637.030396
	Iteration 29Q: 3 clusters Score -66161.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66165.656250 Penalty: 637.030396
	Iteration 30Q: 3 clusters Score -66165.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -66170.492188 Penalty: 637.030396
	Iteration 31Q: 3 clusters Score -66170.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -66174.148438 Penalty: 637.030396
	Iteration 32Q: 3 clusters Score -66174.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66177.101562 Penalty: 637.030396
	Iteration 33Q: 3 clusters Score -66177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66178.757812 Penalty: 637.030396
	Iteration 34Q: 3 clusters Score -66178.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66180.289062 Penalty: 637.030396
	Iteration 35Q: 3 clusters Score -66180.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66180.507812 Penalty: 637.030396
	Iteration 36Q: 3 clusters Score -66180.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66180.468750 Penalty: 637.030396
	Iteration 37Q: 3 clusters Score -66180.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66181.539062 Penalty: 637.030396
	Iteration 38Q: 3 clusters Score -66181.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -66182.976562 Penalty: 637.030396
	Iteration 39Q: 3 clusters Score -66182.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66183.773438 Penalty: 637.030396
	Iteration 40F: 3 clusters Score -66183.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66185.070312 Penalty: 637.030396
	Iteration 41Q: 3 clusters Score -66185.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66185.257812 Penalty: 637.030396
	Iteration 42Q: 3 clusters Score -66185.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66186.101562 Penalty: 637.030396
	Iteration 43Q: 3 clusters Score -66186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66186.226562 Penalty: 637.030396
	Iteration 44Q: 3 clusters Score -66186.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66186.226562 Penalty: 637.030396
	Iteration 45F: 3 clusters Score -66186.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5919.188965 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5919.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5708.207031 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5708.207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5748.862305 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5748.862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5752.783691 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5752.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5759.522461 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5759.522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5766.480469 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5766.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5778.198730 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5778.199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5791.559082 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -5791.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5792.961914 Penalty: 417.232056
	Iteration 7Q: 3 clusters Score -5792.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5794.243164 Penalty: 417.232056
	Iteration 8Q: 3 clusters Score -5794.243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5794.243164 Penalty: 417.232056
	Iteration 9F: 3 clusters Score -5794.243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9099.751953 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9099.752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8859.971680 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8859.972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8950.054688 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8950.055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8975.222656 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8975.223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8989.617188 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8989.617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8998.914062 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8998.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9000.359375 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -9000.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9002.760742 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -9002.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9002.760742 Penalty: 464.087830
	Iteration 7F: 3 clusters Score -9002.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -75905.914062 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -75905.91 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 624 members 
Entering Unmasked Estep 
Score: -74955.328125 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -74955.33 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75262.921875 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -75262.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75381.046875 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -75381.05 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -75484.257812 Penalty: 648.327515
	Iteration 3F: 3 clusters Score -75484.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75562.132812 Penalty: 648.327515
	Iteration 4F: 3 clusters Score -75562.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75616.984375 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -75616.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -75656.226562 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -75656.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -75685.898438 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -75685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -75700.398438 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -75700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -75708.382812 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -75708.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -75710.726562 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -75710.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -75714.312500 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -75714.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -75718.492188 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -75718.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -75723.507812 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -75723.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75736.148438 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -75736.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -75745.414062 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -75745.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -75750.945312 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -75750.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -75753.382812 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -75753.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -75753.679688 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -75753.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -75753.679688 Penalty: 648.327515
	Iteration 19F: 3 clusters Score -75753.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -27227.855469 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -27227.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26748.542969 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -26748.54 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26910.255859 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -26910.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27015.048828 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -27015.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27061.513672 Penalty: 558.336426
	Iteration 3F: 3 clusters Score -27061.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27081.962891 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -27081.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27092.259766 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -27092.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27107.330078 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -27107.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27133.947266 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -27133.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27149.238281 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -27149.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27154.685547 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -27154.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27159.021484 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -27159.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27160.472656 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -27160.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27161.378906 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -27161.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27161.966797 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -27161.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27162.324219 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -27162.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27162.324219 Penalty: 558.336426
	Iteration 15F: 3 clusters Score -27162.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -4708.282227 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -4708.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4555.792480 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -4555.792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4607.314941 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -4607.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4613.087402 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -4613.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4613.087402 Penalty: 404.281281
	Iteration 3F: 3 clusters Score -4613.087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -5470.889648 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -5470.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5254.411621 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -5254.412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5347.487793 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -5347.488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5384.254883 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -5384.255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5424.256836 Penalty: 438.645630
	Iteration 3F: 3 clusters Score -5424.257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5442.139160 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -5442.139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5455.901367 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -5455.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5458.067871 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -5458.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5463.801758 Penalty: 438.645630
	Iteration 7Q: 3 clusters Score -5463.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5467.000488 Penalty: 438.645630
	Iteration 8Q: 3 clusters Score -5467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5467.000488 Penalty: 438.645630
	Iteration 9F: 3 clusters Score -5467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5210.887207 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5210.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4941.411133 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -4941.411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5024.628906 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5024.629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5045.701660 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5045.702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5060.302246 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5060.302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5070.577148 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5070.577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5075.747559 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5075.748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5082.751465 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -5082.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5086.895996 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -5086.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5086.895996 Penalty: 472.052094
	Iteration 8F: 3 clusters Score -5086.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -85509.007812 Penalty: 331.584015
	Iteration 0F: 2 clusters Score -85509.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -84445.078125 Penalty: 663.168030
	Iteration 0F: 3 clusters Score -84445.08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84903.984375 Penalty: 663.168030
	Iteration 1F: 3 clusters Score -84903.98 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -85084.984375 Penalty: 663.168030
	Iteration 2F: 3 clusters Score -85084.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85244.812500 Penalty: 663.168030
	Iteration 3F: 3 clusters Score -85244.81 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85345.921875 Penalty: 663.168030
	Iteration 4F: 3 clusters Score -85345.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85398.398438 Penalty: 663.168030
	Iteration 5Q: 3 clusters Score -85398.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85430.828125 Penalty: 663.168030
	Iteration 6Q: 3 clusters Score -85430.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85437.906250 Penalty: 663.168030
	Iteration 7Q: 3 clusters Score -85437.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85442.304688 Penalty: 663.168030
	Iteration 8Q: 3 clusters Score -85442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85444.289062 Penalty: 663.168030
	Iteration 9Q: 3 clusters Score -85444.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85445.234375 Penalty: 663.168030
	Iteration 10Q: 3 clusters Score -85445.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85445.429688 Penalty: 663.168030
	Iteration 11Q: 3 clusters Score -85445.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85445.429688 Penalty: 663.168030
	Iteration 12F: 3 clusters Score -85445.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -23712.955078 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -23712.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23378.712891 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -23378.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23619.003906 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -23619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23733.710938 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -23733.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -23757.326172 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -23757.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -23763.740234 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -23763.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23774.910156 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -23774.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23780.236328 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -23780.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23781.556641 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -23781.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23783.496094 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -23783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23784.361328 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -23784.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23789.871094 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -23789.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23793.849609 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -23793.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23799.378906 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -23799.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23801.683594 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -23801.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23801.984375 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -23801.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23801.984375 Penalty: 533.590454
	Iteration 15F: 3 clusters Score -23801.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 255 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Mstep: Class 87 contains 97 members 
Entering Unmasked Estep 
Score: -58210104.000000 Penalty: 54754.117188
Splitting cluster 78 changes total score from -58210364.000000 to -58210104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7268.128418 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7268.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7038.972168 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7038.972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7127.632324 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7127.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7129.020020 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7129.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7133.192871 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7133.193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7152.900391 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7162.958496 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7162.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7164.246582 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7164.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7164.246582 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -7164.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9632.711914 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9632.712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9358.484375 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9358.484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9393.931641 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9393.932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9414.107422 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9414.107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9436.433594 Penalty: 473.564606
	Iteration 3F: 3 clusters Score -9436.434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9472.346680 Penalty: 473.564606
	Iteration 4F: 3 clusters Score -9472.347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9494.423828 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9494.424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9519.392578 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9519.393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9547.091797 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9547.092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9560.106445 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9560.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9563.126953 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9563.127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9577.008789 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9577.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9578.948242 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -9578.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9578.948242 Penalty: 473.564606
	Iteration 12F: 3 clusters Score -9578.948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2603.186035 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2603.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2467.265625 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2467.266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2479.278564 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2479.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2481.707031 Penalty: 346.406281
	Iteration 2Q: 3 clusters Score -2481.707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2481.707031 Penalty: 346.406281
	Iteration 3F: 3 clusters Score -2481.707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -8813.499023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8813.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8567.980469 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8567.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8638.907227 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8638.907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8669.877930 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8669.878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8677.162109 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8677.162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8690.347656 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8690.348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8706.659180 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8706.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8725.887695 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8725.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8726.497070 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8726.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8728.374023 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8728.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8728.374023 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8728.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8045.261719 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8045.262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7793.224609 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7793.225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7879.211426 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7879.211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7912.002930 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7912.003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7930.525879 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7930.526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7949.226562 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7949.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7956.762207 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7956.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7957.525391 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7957.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7957.525391 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -7957.525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21591.132812 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -21591.13 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 179 members 
Entering Unmasked Estep 
Score: -21213.818359 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21213.82 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21285.421875 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21285.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21307.541016 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21307.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21333.400391 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -21333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21342.214844 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21342.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21348.642578 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21348.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21358.923828 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -21358.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21379.500000 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -21379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21387.677734 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -21387.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21391.285156 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -21391.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21393.804688 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -21393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21398.042969 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -21398.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21402.910156 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -21402.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21408.810547 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -21408.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21410.060547 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -21410.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21411.470703 Penalty: 529.357117
	Iteration 15Q: 3 clusters Score -21411.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21413.298828 Penalty: 529.357117
	Iteration 16Q: 3 clusters Score -21413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21416.289062 Penalty: 529.357117
	Iteration 17Q: 3 clusters Score -21416.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21418.382812 Penalty: 529.357117
	Iteration 18Q: 3 clusters Score -21418.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21419.892578 Penalty: 529.357117
	Iteration 19Q: 3 clusters Score -21419.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21423.619141 Penalty: 529.357117
	Iteration 20F: 3 clusters Score -21423.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21424.419922 Penalty: 529.357117
	Iteration 21Q: 3 clusters Score -21424.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21427.875000 Penalty: 529.357117
	Iteration 22Q: 3 clusters Score -21427.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21433.583984 Penalty: 529.357117
	Iteration 23Q: 3 clusters Score -21433.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21439.003906 Penalty: 529.357117
	Iteration 24Q: 3 clusters Score -21439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21448.513672 Penalty: 529.357117
	Iteration 25Q: 3 clusters Score -21448.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21459.451172 Penalty: 529.357117
	Iteration 26Q: 3 clusters Score -21459.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21468.173828 Penalty: 529.357117
	Iteration 27Q: 3 clusters Score -21468.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21473.240234 Penalty: 529.357117
	Iteration 28Q: 3 clusters Score -21473.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21488.716797 Penalty: 529.357117
	Iteration 29Q: 3 clusters Score -21488.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21500.212891 Penalty: 529.357117
	Iteration 30Q: 3 clusters Score -21500.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21500.212891 Penalty: 529.357117
	Iteration 31F: 3 clusters Score -21500.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14324.064453 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14324.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14011.865234 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14011.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14071.897461 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14112.205078 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14112.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14153.965820 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14153.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14168.846680 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14168.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14178.362305 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14178.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14180.127930 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14180.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14181.443359 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14181.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14183.062500 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -14183.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14185.026367 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -14185.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14186.772461 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -14186.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14189.184570 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -14189.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14189.184570 Penalty: 497.208710
	Iteration 12F: 3 clusters Score -14189.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3779.808594 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3779.809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3601.564941 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -3601.565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3644.341553 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -3644.342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3659.730713 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -3659.731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3669.589600 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -3669.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3682.612793 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -3682.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3689.232178 Penalty: 378.458374
	Iteration 5Q: 3 clusters Score -3689.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3689.232178 Penalty: 378.458374
	Iteration 6F: 3 clusters Score -3689.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92459 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123196 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112574 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36229 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138978 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3193 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18191 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115862 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210344.000000 Penalty: 54124.761719
Iteration 479Q: 87 clusters Score -5.821034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12003 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 27792 members 
Mstep: Class 6 contains 12300 members 
Mstep: Class 7 contains 118640 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14884 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123214 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112578 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36243 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138974 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3174 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 889 members 
Mstep: Class 39 contains 38867 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18195 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115857 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5164 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210292.000000 Penalty: 54124.761719
Iteration 480F: 87 clusters Score -5.821029e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12005 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 27774 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118641 members 
Mstep: Class 8 contains 92456 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123236 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112582 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36261 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138970 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 38862 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18202 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115851 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210284.000000 Penalty: 54124.761719
Iteration 481Q: 87 clusters Score -5.821028e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12005 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 27759 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 118649 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123245 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112582 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36275 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138967 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 38861 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18209 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115838 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210264.000000 Penalty: 54124.761719
Iteration 482Q: 87 clusters Score -5.821026e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12005 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 27748 members 
Mstep: Class 6 contains 12301 members 
Mstep: Class 7 contains 118647 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14881 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9241 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123256 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112582 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 36287 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138963 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 38862 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18211 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115840 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5163 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210348.000000 Penalty: 54124.761719
Iteration 483Q: 87 clusters Score -5.821035e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 27738 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 118645 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123264 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 112588 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 36298 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138956 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3127 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 38862 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18213 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115839 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5162 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210340.000000 Penalty: 54124.761719
Iteration 484Q: 87 clusters Score -5.821034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 27734 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 7 contains 118648 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123274 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112584 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36307 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138958 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 896 members 
Mstep: Class 39 contains 38863 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18214 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115834 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5161 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210364.000000 Penalty: 54124.761719
Iteration 485Q: 87 clusters Score -5.821036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 3215 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 27727 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 118648 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123283 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112581 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36317 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138957 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 38864 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18218 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115834 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5157 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210356.000000 Penalty: 54124.761719
Iteration 486Q: 87 clusters Score -5.821036e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 27721 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 118644 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123290 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112580 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36333 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138954 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3111 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 899 members 
Mstep: Class 39 contains 38865 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18222 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115833 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5147 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210388.000000 Penalty: 54124.761719
Iteration 487Q: 87 clusters Score -5.821039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 27715 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118645 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123295 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112579 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36352 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138950 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 900 members 
Mstep: Class 39 contains 38865 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 18225 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115827 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5142 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 54124.761719
Iteration 488Q: 87 clusters Score -5.821043e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12012 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 27710 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118648 members 
Mstep: Class 8 contains 92456 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123296 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112576 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36366 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138948 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 901 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18227 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115820 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5140 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 54124.761719
Iteration 489Q: 87 clusters Score -5.821044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 27705 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92456 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123298 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112575 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36382 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138947 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3111 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 902 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18228 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115812 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5137 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 54124.761719
Iteration 490Q: 87 clusters Score -5.821045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 27701 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118646 members 
Mstep: Class 8 contains 92454 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123301 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112572 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36397 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138945 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3109 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 903 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18230 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115806 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 54124.761719
Iteration 491Q: 87 clusters Score -5.821044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 27695 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118637 members 
Mstep: Class 8 contains 92453 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123303 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112569 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36424 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138947 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3107 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18231 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115801 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 54124.761719
Iteration 492Q: 87 clusters Score -5.821043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12017 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 27686 members 
Mstep: Class 6 contains 12305 members 
Mstep: Class 7 contains 118628 members 
Mstep: Class 8 contains 92452 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123305 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112570 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36455 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138943 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18231 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115792 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 54124.761719
Iteration 493Q: 87 clusters Score -5.821044e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 27670 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 118616 members 
Mstep: Class 8 contains 92451 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123305 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112569 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36493 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138944 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 38866 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18232 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115781 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210472.000000 Penalty: 54124.761719
Iteration 494Q: 87 clusters Score -5.821047e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12015 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 27651 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 118610 members 
Mstep: Class 8 contains 92451 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123303 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112563 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 36521 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138945 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 906 members 
Mstep: Class 39 contains 38868 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18234 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115782 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 54124.761719
Iteration 495Q: 87 clusters Score -5.821043e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12015 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 27640 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 118604 members 
Mstep: Class 8 contains 92449 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123300 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112556 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 36547 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138949 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 908 members 
Mstep: Class 39 contains 38873 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18236 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115774 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 54124.761719
Iteration 496Q: 87 clusters Score -5.821044e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 27629 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 118600 members 
Mstep: Class 8 contains 92445 members 
Mstep: Class 9 contains 14878 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123297 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 112549 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 36568 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138950 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 910 members 
Mstep: Class 39 contains 38879 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18240 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115769 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210452.000000 Penalty: 54124.761719
Iteration 497Q: 87 clusters Score -5.821045e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 27622 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 7 contains 118592 members 
Mstep: Class 8 contains 92440 members 
Mstep: Class 9 contains 14876 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123295 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112547 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 36584 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138953 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38886 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18245 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115765 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210508.000000 Penalty: 54124.761719
Iteration 498Q: 87 clusters Score -5.821051e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12019 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 27615 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 118587 members 
Mstep: Class 8 contains 92432 members 
Mstep: Class 9 contains 14875 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123289 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112550 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 36601 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138953 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38899 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18248 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115756 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210504.000000 Penalty: 54124.761719
Iteration 499Q: 87 clusters Score -5.82105e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12022 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 27608 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 118588 members 
Mstep: Class 8 contains 92418 members 
Mstep: Class 9 contains 14875 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 72890 members 
Mstep: Class 14 contains 123291 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 112547 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 90 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 241 members 
Mstep: Class 23 contains 5622 members 
Mstep: Class 24 contains 36614 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 138956 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 214 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 273 members 
Mstep: Class 37 contains 249 members 
Mstep: Class 38 contains 911 members 
Mstep: Class 39 contains 38908 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 225 members 
Mstep: Class 42 contains 1402 members 
Mstep: Class 43 contains 18248 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 899 members 
Mstep: Class 46 contains 55 members 
Mstep: Class 47 contains 332 members 
Mstep: Class 48 contains 221 members 
Mstep: Class 49 contains 608 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 817 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 55 contains 185 members 
Mstep: Class 56 contains 1520 members 
Mstep: Class 57 contains 367 members 
Mstep: Class 58 contains 447 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 115752 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 59 members 
Mstep: Class 64 contains 506 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 295 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 5136 members 
Mstep: Class 69 contains 1097 members 
Mstep: Class 70 contains 98 members 
Mstep: Class 71 contains 164 members 
Mstep: Class 72 contains 1242 members 
Mstep: Class 73 contains 462 members 
Mstep: Class 74 contains 85 members 
Mstep: Class 75 contains 124 members 
Mstep: Class 76 contains 179 members 
Mstep: Class 77 contains 1462 members 
Mstep: Class 78 contains 352 members 
Mstep: Class 79 contains 145 members 
Mstep: Class 80 contains 182 members 
Mstep: Class 81 contains 45 members 
Mstep: Class 82 contains 147 members 
Mstep: Class 83 contains 148 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 236 members 
Mstep: Class 86 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210452.000000 Penalty: 54124.761719
Iteration 500F: 87 clusters Score -5.821045e+07 nChanged 97
Maximum iterations exceeded
21->87 Clusters: Score -58210452.000000, best is -58211396.000000

Starting from 22 clusters...
--- Clustering full data set of 1016664 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 48296 members 
Mstep: Class 3 contains 48016 members 
Mstep: Class 4 contains 48597 members 
Mstep: Class 5 contains 48319 members 
Mstep: Class 6 contains 48604 members 
Mstep: Class 7 contains 48546 members 
Mstep: Class 8 contains 48278 members 
Mstep: Class 9 contains 48585 members 
Mstep: Class 10 contains 48516 members 
Mstep: Class 11 contains 48498 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 48337 members 
Mstep: Class 15 contains 48629 members 
Mstep: Class 16 contains 48010 members 
Mstep: Class 17 contains 48334 members 
Mstep: Class 18 contains 48273 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 48465 members 
Mstep: Class 21 contains 48525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 14.029480 but Gain 629.358398
Score: -49018020.000000 Penalty: 12587.153320
Iteration 0F: 21 clusters Score -4.901802e+07 nChanged 968797
Entering Unmasked Mstep 
Mstep: Class 0 contains 10775 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 43838 members 
Mstep: Class 4 contains 60425 members 
Mstep: Class 5 contains 119771 members 
Mstep: Class 6 contains 31359 members 
Mstep: Class 7 contains 37589 members 
Mstep: Class 8 contains 71837 members 
Mstep: Class 9 contains 8175 members 
Mstep: Class 10 contains 21534 members 
Mstep: Class 11 contains 241804 members 
Mstep: Class 12 contains 40183 members 
Mstep: Class 13 contains 33451 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 116966 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 74633 members 
Mstep: Class 21 contains 16215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -55577188.000000 Penalty: 12587.153320
Iteration 1F: 21 clusters Score -5.557719e+07 nChanged 355200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5850 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11940 members 
Mstep: Class 3 contains 40340 members 
Mstep: Class 4 contains 53648 members 
Mstep: Class 5 contains 136085 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 60301 members 
Mstep: Class 9 contains 4299 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 368098 members 
Mstep: Class 12 contains 35822 members 
Mstep: Class 13 contains 9368 members 
Mstep: Class 14 contains 12508 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 113551 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 35676 members 
Mstep: Class 20 contains 83256 members 
Mstep: Class 21 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56420776.000000 Penalty: 12587.153320
Iteration 2F: 21 clusters Score -5.642078e+07 nChanged 234589
Entering Unmasked Mstep 
Mstep: Class 0 contains 1887 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13513 members 
Mstep: Class 3 contains 34799 members 
Mstep: Class 4 contains 36332 members 
Mstep: Class 5 contains 121990 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 47480 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 6211 members 
Mstep: Class 11 contains 446097 members 
Mstep: Class 12 contains 33882 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 24300 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 89653 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 92845 members 
Mstep: Class 21 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56737428.000000 Penalty: 12587.153320
Iteration 3F: 21 clusters Score -5.673743e+07 nChanged 178117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1028 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 16661 members 
Mstep: Class 3 contains 31338 members 
Mstep: Class 4 contains 26369 members 
Mstep: Class 5 contains 122410 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 3351 members 
Mstep: Class 8 contains 44026 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 11 contains 437739 members 
Mstep: Class 12 contains 47859 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 41602 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 65680 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 32008 members 
Mstep: Class 20 contains 108966 members 
Mstep: Class 21 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57001036.000000 Penalty: 12587.153320
Iteration 4F: 21 clusters Score -5.700104e+07 nChanged 166249
Entering Unmasked Mstep 
Mstep: Class 0 contains 874 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 18619 members 
Mstep: Class 3 contains 27909 members 
Mstep: Class 4 contains 24602 members 
Mstep: Class 5 contains 125460 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 41765 members 
Mstep: Class 9 contains 6970 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 392028 members 
Mstep: Class 12 contains 70806 members 
Mstep: Class 13 contains 8345 members 
Mstep: Class 14 contains 53558 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 52414 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 47523 members 
Mstep: Class 20 contains 122274 members 
Mstep: Class 21 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57247428.000000 Penalty: 12587.153320
Iteration 5F: 21 clusters Score -5.724743e+07 nChanged 154328
Entering Unmasked Mstep 
Mstep: Class 0 contains 745 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 18578 members 
Mstep: Class 3 contains 25506 members 
Mstep: Class 4 contains 26658 members 
Mstep: Class 5 contains 117920 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 45756 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 341781 members 
Mstep: Class 12 contains 94837 members 
Mstep: Class 13 contains 8923 members 
Mstep: Class 14 contains 61397 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 44796 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 74566 members 
Mstep: Class 20 contains 126450 members 
Mstep: Class 21 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 405.416626 but Gain 629.357422
Score: -57443428.000000 Penalty: 11957.795898
Iteration 6F: 20 clusters Score -5.744343e+07 nChanged 132764
Entering Unmasked Mstep 
Mstep: Class 0 contains 681 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 17755 members 
Mstep: Class 3 contains 24311 members 
Mstep: Class 4 contains 27062 members 
Mstep: Class 5 contains 106371 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 50984 members 
Mstep: Class 9 contains 5817 members 
Mstep: Class 11 contains 302682 members 
Mstep: Class 12 contains 116312 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 14 contains 66733 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 39295 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 105271 members 
Mstep: Class 20 contains 121750 members 
Mstep: Class 21 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 207.050125 but Gain 629.357422
Score: -57577912.000000 Penalty: 11328.438477
Iteration 7F: 19 clusters Score -5.757791e+07 nChanged 107402
Entering Unmasked Mstep 
Mstep: Class 0 contains 681 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16986 members 
Mstep: Class 3 contains 23084 members 
Mstep: Class 4 contains 26523 members 
Mstep: Class 5 contains 95897 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 54421 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 11 contains 272709 members 
Mstep: Class 12 contains 134495 members 
Mstep: Class 13 contains 9615 members 
Mstep: Class 14 contains 69941 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 36664 members 
Mstep: Class 19 contains 132121 members 
Mstep: Class 20 contains 113988 members 
Mstep: Class 21 contains 6718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57681420.000000 Penalty: 11328.438477
Iteration 8F: 19 clusters Score -5.768142e+07 nChanged 90419
Entering Unmasked Mstep 
Mstep: Class 0 contains 678 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 21394 members 
Mstep: Class 4 contains 25538 members 
Mstep: Class 5 contains 86296 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 56752 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 11 contains 248493 members 
Mstep: Class 12 contains 149510 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 72052 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 35648 members 
Mstep: Class 19 contains 155644 members 
Mstep: Class 20 contains 105659 members 
Mstep: Class 21 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57791776.000000 Penalty: 11328.438477
Iteration 9F: 19 clusters Score -5.779178e+07 nChanged 73338
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 19619 members 
Mstep: Class 4 contains 24390 members 
Mstep: Class 5 contains 82100 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 58133 members 
Mstep: Class 9 contains 5173 members 
Mstep: Class 11 contains 234094 members 
Mstep: Class 12 contains 160409 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 73717 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 33662 members 
Mstep: Class 19 contains 171883 members 
Mstep: Class 20 contains 96163 members 
Mstep: Class 21 contains 11208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57897428.000000 Penalty: 11328.438477
Iteration 10F: 19 clusters Score -5.789743e+07 nChanged 57564
Entering Unmasked Mstep 
Mstep: Class 0 contains 691 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 18070 members 
Mstep: Class 4 contains 22632 members 
Mstep: Class 5 contains 84327 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 58618 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 11 contains 232743 members 
Mstep: Class 12 contains 166798 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 75117 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 29223 members 
Mstep: Class 19 contains 179988 members 
Mstep: Class 20 contains 85386 members 
Mstep: Class 21 contains 12035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57950740.000000 Penalty: 11328.438477
Iteration 11F: 19 clusters Score -5.795074e+07 nChanged 44347
Entering Unmasked Mstep 
Mstep: Class 0 contains 705 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 15327 members 
Mstep: Class 3 contains 16576 members 
Mstep: Class 4 contains 21067 members 
Mstep: Class 5 contains 86708 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 58838 members 
Mstep: Class 9 contains 5123 members 
Mstep: Class 11 contains 237358 members 
Mstep: Class 12 contains 169782 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 76258 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 24521 members 
Mstep: Class 19 contains 185058 members 
Mstep: Class 20 contains 76347 members 
Mstep: Class 21 contains 12079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57967080.000000 Penalty: 11328.438477
Iteration 12Q: 19 clusters Score -5.796708e+07 nChanged 34067
Entering Unmasked Mstep 
Mstep: Class 0 contains 709 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 15268 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 19911 members 
Mstep: Class 5 contains 88955 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 58872 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 11 contains 242265 members 
Mstep: Class 12 contains 171319 members 
Mstep: Class 13 contains 14446 members 
Mstep: Class 14 contains 77126 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 20580 members 
Mstep: Class 19 contains 188485 members 
Mstep: Class 20 contains 69394 members 
Mstep: Class 21 contains 11992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57977132.000000 Penalty: 11328.438477
Iteration 13Q: 19 clusters Score -5.797713e+07 nChanged 28301
Entering Unmasked Mstep 
Mstep: Class 0 contains 701 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15245 members 
Mstep: Class 3 contains 14338 members 
Mstep: Class 4 contains 19215 members 
Mstep: Class 5 contains 91245 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 58897 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 11 contains 246671 members 
Mstep: Class 12 contains 171925 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 77757 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 17163 members 
Mstep: Class 19 contains 190936 members 
Mstep: Class 20 contains 63877 members 
Mstep: Class 21 contains 11969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57984608.000000 Penalty: 11328.438477
Iteration 14Q: 19 clusters Score -5.798461e+07 nChanged 24324
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15262 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 93610 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 2438 members 
Mstep: Class 8 contains 59120 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 11 contains 250549 members 
Mstep: Class 12 contains 172091 members 
Mstep: Class 13 contains 15233 members 
Mstep: Class 14 contains 78195 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 14105 members 
Mstep: Class 19 contains 192565 members 
Mstep: Class 20 contains 59253 members 
Mstep: Class 21 contains 11934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57991056.000000 Penalty: 11328.438477
Iteration 15Q: 19 clusters Score -5.799106e+07 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 696 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15300 members 
Mstep: Class 3 contains 12817 members 
Mstep: Class 4 contains 18670 members 
Mstep: Class 5 contains 96019 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 59336 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 11 contains 254016 members 
Mstep: Class 12 contains 172163 members 
Mstep: Class 13 contains 15540 members 
Mstep: Class 14 contains 78466 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 11428 members 
Mstep: Class 19 contains 193429 members 
Mstep: Class 20 contains 55262 members 
Mstep: Class 21 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57996912.000000 Penalty: 11328.438477
Iteration 16Q: 19 clusters Score -5.799691e+07 nChanged 19295
Entering Unmasked Mstep 
Mstep: Class 0 contains 699 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 18779 members 
Mstep: Class 5 contains 98593 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 59669 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 11 contains 257095 members 
Mstep: Class 12 contains 172099 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 14 contains 78561 members 
Mstep: Class 16 contains 5767 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 19 contains 193654 members 
Mstep: Class 20 contains 51661 members 
Mstep: Class 21 contains 11944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58002160.000000 Penalty: 11328.438477
Iteration 17Q: 19 clusters Score -5.800216e+07 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 700 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 11731 members 
Mstep: Class 4 contains 19129 members 
Mstep: Class 5 contains 101141 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 59958 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 11 contains 259627 members 
Mstep: Class 12 contains 172145 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 78548 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 19 contains 193428 members 
Mstep: Class 20 contains 48354 members 
Mstep: Class 21 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58006436.000000 Penalty: 11328.438477
Iteration 18Q: 19 clusters Score -5.800644e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 702 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 19609 members 
Mstep: Class 5 contains 103620 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1997 members 
Mstep: Class 8 contains 60244 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 11 contains 261364 members 
Mstep: Class 12 contains 172180 members 
Mstep: Class 13 contains 15845 members 
Mstep: Class 14 contains 78448 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 19 contains 193083 members 
Mstep: Class 20 contains 45201 members 
Mstep: Class 21 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58010344.000000 Penalty: 11328.438477
Iteration 19Q: 19 clusters Score -5.801034e+07 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 708 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 20352 members 
Mstep: Class 5 contains 105844 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 60403 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 11 contains 262332 members 
Mstep: Class 12 contains 172400 members 
Mstep: Class 13 contains 15703 members 
Mstep: Class 14 contains 78333 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 19 contains 192660 members 
Mstep: Class 20 contains 42295 members 
Mstep: Class 21 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58013944.000000 Penalty: 11328.438477
Iteration 20F: 19 clusters Score -5.801394e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 15810 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 21309 members 
Mstep: Class 5 contains 107773 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 60575 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 11 contains 262811 members 
Mstep: Class 12 contains 172702 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 14 contains 78164 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 19 contains 192121 members 
Mstep: Class 20 contains 39466 members 
Mstep: Class 21 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58018056.000000 Penalty: 11328.438477
Iteration 21Q: 19 clusters Score -5.801806e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 15923 members 
Mstep: Class 3 contains 10469 members 
Mstep: Class 4 contains 22504 members 
Mstep: Class 5 contains 109440 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 60640 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 11 contains 263004 members 
Mstep: Class 12 contains 173020 members 
Mstep: Class 13 contains 15294 members 
Mstep: Class 14 contains 78029 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 36804 members 
Mstep: Class 21 contains 12771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58022680.000000 Penalty: 11328.438477
Iteration 22Q: 19 clusters Score -5.802268e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 10259 members 
Mstep: Class 4 contains 23864 members 
Mstep: Class 5 contains 110869 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 60652 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 11 contains 263017 members 
Mstep: Class 12 contains 173411 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 77856 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 19 contains 190782 members 
Mstep: Class 20 contains 34327 members 
Mstep: Class 21 contains 12968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58026244.000000 Penalty: 11328.438477
Iteration 23Q: 19 clusters Score -5.802624e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16154 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 25395 members 
Mstep: Class 5 contains 112042 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 60551 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 11 contains 262875 members 
Mstep: Class 12 contains 173883 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 77724 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 19 contains 189884 members 
Mstep: Class 20 contains 32166 members 
Mstep: Class 21 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58028968.000000 Penalty: 11328.438477
Iteration 24Q: 19 clusters Score -5.802897e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 655 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 9828 members 
Mstep: Class 4 contains 27052 members 
Mstep: Class 5 contains 112841 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 60390 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 11 contains 262619 members 
Mstep: Class 12 contains 174398 members 
Mstep: Class 13 contains 14937 members 
Mstep: Class 14 contains 77681 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 6937 members 
Mstep: Class 19 contains 189052 members 
Mstep: Class 20 contains 30357 members 
Mstep: Class 21 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58030432.000000 Penalty: 11328.438477
Iteration 25Q: 19 clusters Score -5.803043e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 667 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16363 members 
Mstep: Class 3 contains 9647 members 
Mstep: Class 4 contains 28816 members 
Mstep: Class 5 contains 113403 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 60144 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 11 contains 262302 members 
Mstep: Class 12 contains 174798 members 
Mstep: Class 13 contains 14981 members 
Mstep: Class 14 contains 77673 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 19 contains 188273 members 
Mstep: Class 20 contains 28832 members 
Mstep: Class 21 contains 13469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58033180.000000 Penalty: 11328.438477
Iteration 26Q: 19 clusters Score -5.803318e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16453 members 
Mstep: Class 3 contains 9469 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 113612 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 8 contains 59877 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 11 contains 261873 members 
Mstep: Class 12 contains 175028 members 
Mstep: Class 13 contains 15164 members 
Mstep: Class 14 contains 77695 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 19 contains 187605 members 
Mstep: Class 20 contains 27626 members 
Mstep: Class 21 contains 13659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58034952.000000 Penalty: 11328.438477
Iteration 27Q: 19 clusters Score -5.803495e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 16545 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 32506 members 
Mstep: Class 5 contains 113663 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 59585 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 11 contains 261427 members 
Mstep: Class 12 contains 175147 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 77709 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 19 contains 186950 members 
Mstep: Class 20 contains 26695 members 
Mstep: Class 21 contains 13821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58036128.000000 Penalty: 11328.438477
Iteration 28Q: 19 clusters Score -5.803613e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 668 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16619 members 
Mstep: Class 3 contains 9183 members 
Mstep: Class 4 contains 34426 members 
Mstep: Class 5 contains 113678 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 59305 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 11 contains 260981 members 
Mstep: Class 12 contains 174961 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 14 contains 77717 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 19 contains 186337 members 
Mstep: Class 20 contains 25962 members 
Mstep: Class 21 contains 13972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58037580.000000 Penalty: 11328.438477
Iteration 29Q: 19 clusters Score -5.803758e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 667 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16713 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 36372 members 
Mstep: Class 5 contains 113654 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 59047 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 11 contains 260564 members 
Mstep: Class 12 contains 174571 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 77727 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 19 contains 185655 members 
Mstep: Class 20 contains 25421 members 
Mstep: Class 21 contains 14091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58039676.000000 Penalty: 11328.438477
Iteration 30Q: 19 clusters Score -5.803968e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16814 members 
Mstep: Class 3 contains 8990 members 
Mstep: Class 4 contains 38325 members 
Mstep: Class 5 contains 113531 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 58775 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 11 contains 260147 members 
Mstep: Class 12 contains 174109 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 77740 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 19 contains 184955 members 
Mstep: Class 20 contains 25050 members 
Mstep: Class 21 contains 14188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58040220.000000 Penalty: 11328.438477
Iteration 31Q: 19 clusters Score -5.804022e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 675 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 16911 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 113255 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 58598 members 
Mstep: Class 9 contains 5771 members 
Mstep: Class 11 contains 259725 members 
Mstep: Class 12 contains 173624 members 
Mstep: Class 13 contains 16572 members 
Mstep: Class 14 contains 77752 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 19 contains 184204 members 
Mstep: Class 20 contains 24841 members 
Mstep: Class 21 contains 14291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58041124.000000 Penalty: 11328.438477
Iteration 32Q: 19 clusters Score -5.804112e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16986 members 
Mstep: Class 3 contains 8860 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 5 contains 112946 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 58473 members 
Mstep: Class 9 contains 5775 members 
Mstep: Class 11 contains 259311 members 
Mstep: Class 12 contains 172985 members 
Mstep: Class 13 contains 16851 members 
Mstep: Class 14 contains 77764 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 19 contains 183529 members 
Mstep: Class 20 contains 24747 members 
Mstep: Class 21 contains 14384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58041660.000000 Penalty: 11328.438477
Iteration 33Q: 19 clusters Score -5.804166e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17055 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 43966 members 
Mstep: Class 5 contains 112799 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 58367 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 11 contains 258935 members 
Mstep: Class 12 contains 172052 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 77774 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 19 contains 182954 members 
Mstep: Class 20 contains 24722 members 
Mstep: Class 21 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58042152.000000 Penalty: 11328.438477
Iteration 34Q: 19 clusters Score -5.804215e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 675 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17137 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 112647 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 58319 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 11 contains 258581 members 
Mstep: Class 12 contains 171003 members 
Mstep: Class 13 contains 17418 members 
Mstep: Class 14 contains 77780 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 19 contains 182287 members 
Mstep: Class 20 contains 24784 members 
Mstep: Class 21 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58042220.000000 Penalty: 11328.438477
Iteration 35Q: 19 clusters Score -5.804222e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 676 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17226 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 47667 members 
Mstep: Class 5 contains 112576 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 58302 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 11 contains 258213 members 
Mstep: Class 12 contains 169906 members 
Mstep: Class 13 contains 17687 members 
Mstep: Class 14 contains 77787 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 19 contains 181537 members 
Mstep: Class 20 contains 24873 members 
Mstep: Class 21 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58042928.000000 Penalty: 11328.438477
Iteration 36Q: 19 clusters Score -5.804293e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 679 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17289 members 
Mstep: Class 3 contains 8667 members 
Mstep: Class 4 contains 49477 members 
Mstep: Class 5 contains 112564 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 58301 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 11 contains 257869 members 
Mstep: Class 12 contains 168801 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 77794 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 19 contains 180759 members 
Mstep: Class 20 contains 24977 members 
Mstep: Class 21 contains 14620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58043752.000000 Penalty: 11328.438477
Iteration 37Q: 19 clusters Score -5.804375e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 683 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 17355 members 
Mstep: Class 3 contains 8627 members 
Mstep: Class 4 contains 51192 members 
Mstep: Class 5 contains 112591 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 58331 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 11 contains 257536 members 
Mstep: Class 12 contains 167693 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 77801 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 6619 members 
Mstep: Class 19 contains 179948 members 
Mstep: Class 20 contains 25124 members 
Mstep: Class 21 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58044196.000000 Penalty: 11328.438477
Iteration 38Q: 19 clusters Score -5.80442e+07 nChanged 4498
Entering ConstructFrom: 
Score: -58044196.000000 Penalty: 11328.438477
Entering ConstructFrom: 
Trying to split cluster 1 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -170098.625000 Penalty: 368.446747
	Iteration 0F: 2 clusters Score -170098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -168292.875000 Penalty: 736.893494
	Iteration 0F: 3 clusters Score -168292.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -173173.468750 Penalty: 736.893494
	Iteration 1F: 3 clusters Score -173173.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -177496.812500 Penalty: 736.893494
	Iteration 2F: 3 clusters Score -177496.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -181383.968750 Penalty: 736.893494
	Iteration 3F: 3 clusters Score -181384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -181925.562500 Penalty: 736.893494
	Iteration 4Q: 3 clusters Score -181925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -182000.640625 Penalty: 736.893494
	Iteration 5Q: 3 clusters Score -182000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -181970.640625 Penalty: 736.893494
	Iteration 6Q: 3 clusters Score -181970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -182020.328125 Penalty: 736.893494
	Iteration 7Q: 3 clusters Score -182020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -182023.734375 Penalty: 736.893494
	Iteration 8Q: 3 clusters Score -182023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -182019.015625 Penalty: 736.893494
	Iteration 9Q: 3 clusters Score -182019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -182008.187500 Penalty: 736.893494
	Iteration 10Q: 3 clusters Score -182008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -182027.125000 Penalty: 736.893494
	Iteration 11Q: 3 clusters Score -182027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -182009.046875 Penalty: 736.893494
	Iteration 12Q: 3 clusters Score -182009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -181990.406250 Penalty: 736.893494
	Iteration 13Q: 3 clusters Score -181990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -181972.875000 Penalty: 736.893494
	Iteration 14Q: 3 clusters Score -181972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -182023.953125 Penalty: 736.893494
	Iteration 15Q: 3 clusters Score -182024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -182014.281250 Penalty: 736.893494
	Iteration 16Q: 3 clusters Score -182014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -182032.734375 Penalty: 736.893494
	Iteration 17Q: 3 clusters Score -182032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -182037.031250 Penalty: 736.893494
	Iteration 18Q: 3 clusters Score -182037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -182036.921875 Penalty: 736.893494
	Iteration 19Q: 3 clusters Score -182036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -182031.562500 Penalty: 736.893494
	Iteration 20F: 3 clusters Score -182031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 112617 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 257219 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Entering Unmasked Estep 
Score: -58056120.000000 Penalty: 11957.795898
Splitting cluster 1 changes total score from -58044196.000000 to -58056120.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (17425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Entering Unmasked Estep 
Score: -1056100.250000 Penalty: 444.337585
	Iteration 0F: 2 clusters Score -1056100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1044389.000000 Penalty: 888.675171
	Iteration 0F: 3 clusters Score -1044389 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1048918.750000 Penalty: 888.675171
	Iteration 1F: 3 clusters Score -1048919 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1049262.875000 Penalty: 888.675171
	Iteration 2Q: 3 clusters Score -1049263 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1049820.500000 Penalty: 888.675171
	Iteration 3F: 3 clusters Score -1049820 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1050601.375000 Penalty: 888.675171
	Iteration 4F: 3 clusters Score -1050601 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1051569.375000 Penalty: 888.675171
	Iteration 5F: 3 clusters Score -1051569 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1052486.500000 Penalty: 888.675171
	Iteration 6F: 3 clusters Score -1052486 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1053094.750000 Penalty: 888.675171
	Iteration 7F: 3 clusters Score -1053095 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1053467.875000 Penalty: 888.675171
	Iteration 8Q: 3 clusters Score -1053468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1053682.125000 Penalty: 888.675171
	Iteration 9Q: 3 clusters Score -1053682 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1053838.875000 Penalty: 888.675171
	Iteration 10Q: 3 clusters Score -1053839 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1053966.625000 Penalty: 888.675171
	Iteration 11Q: 3 clusters Score -1053967 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1054088.250000 Penalty: 888.675171
	Iteration 12Q: 3 clusters Score -1054088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1054227.250000 Penalty: 888.675171
	Iteration 13Q: 3 clusters Score -1054227 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1054364.750000 Penalty: 888.675171
	Iteration 14Q: 3 clusters Score -1054365 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1054493.625000 Penalty: 888.675171
	Iteration 15Q: 3 clusters Score -1054494 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1054633.500000 Penalty: 888.675171
	Iteration 16Q: 3 clusters Score -1054634 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1054759.625000 Penalty: 888.675171
	Iteration 17Q: 3 clusters Score -1054760 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1054875.625000 Penalty: 888.675171
	Iteration 18Q: 3 clusters Score -1054876 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1054991.000000 Penalty: 888.675171
	Iteration 19Q: 3 clusters Score -1054991 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1055086.250000 Penalty: 888.675171
	Iteration 20F: 3 clusters Score -1055086 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1055174.250000 Penalty: 888.675171
	Iteration 21Q: 3 clusters Score -1055174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1055259.875000 Penalty: 888.675171
	Iteration 22Q: 3 clusters Score -1055260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1055356.750000 Penalty: 888.675171
	Iteration 23Q: 3 clusters Score -1055357 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1055440.125000 Penalty: 888.675171
	Iteration 24Q: 3 clusters Score -1055440 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1055545.375000 Penalty: 888.675171
	Iteration 25Q: 3 clusters Score -1055545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1055622.750000 Penalty: 888.675171
	Iteration 26Q: 3 clusters Score -1055623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1055681.875000 Penalty: 888.675171
	Iteration 27Q: 3 clusters Score -1055682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1055711.125000 Penalty: 888.675171
	Iteration 28Q: 3 clusters Score -1055711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1055733.125000 Penalty: 888.675171
	Iteration 29Q: 3 clusters Score -1055733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1055750.875000 Penalty: 888.675171
	Iteration 30Q: 3 clusters Score -1055751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1055760.500000 Penalty: 888.675171
	Iteration 31Q: 3 clusters Score -1055760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1055764.500000 Penalty: 888.675171
	Iteration 32Q: 3 clusters Score -1055764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1055769.625000 Penalty: 888.675171
	Iteration 33Q: 3 clusters Score -1055770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1055773.500000 Penalty: 888.675171
	Iteration 34Q: 3 clusters Score -1055774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1055780.375000 Penalty: 888.675171
	Iteration 35Q: 3 clusters Score -1055780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1055783.500000 Penalty: 888.675171
	Iteration 36Q: 3 clusters Score -1055784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1055788.750000 Penalty: 888.675171
	Iteration 37Q: 3 clusters Score -1055789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1055800.000000 Penalty: 888.675171
	Iteration 38Q: 3 clusters Score -1055800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1055812.250000 Penalty: 888.675171
	Iteration 39Q: 3 clusters Score -1055812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1055820.875000 Penalty: 888.675171
	Iteration 40F: 3 clusters Score -1055821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1055827.375000 Penalty: 888.675171
	Iteration 41Q: 3 clusters Score -1055827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1055830.500000 Penalty: 888.675171
	Iteration 42Q: 3 clusters Score -1055830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1055831.250000 Penalty: 888.675171
	Iteration 43Q: 3 clusters Score -1055831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1055835.000000 Penalty: 888.675171
	Iteration 44Q: 3 clusters Score -1055835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1055836.250000 Penalty: 888.675171
	Iteration 45Q: 3 clusters Score -1055836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1055836.250000 Penalty: 888.675171
	Iteration 46Q: 3 clusters Score -1055836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1055836.250000 Penalty: 888.675171
	Iteration 47F: 3 clusters Score -1055836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -517998.968750 Penalty: 412.213348
	Iteration 0F: 2 clusters Score -517999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -512265.750000 Penalty: 824.426697
	Iteration 0F: 3 clusters Score -512265.8 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -514719.156250 Penalty: 824.426697
	Iteration 1F: 3 clusters Score -514719.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -515087.218750 Penalty: 824.426697
	Iteration 2F: 3 clusters Score -515087.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -515524.093750 Penalty: 824.426697
	Iteration 3F: 3 clusters Score -515524.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -515978.937500 Penalty: 824.426697
	Iteration 4F: 3 clusters Score -515978.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -516337.250000 Penalty: 824.426697
	Iteration 5F: 3 clusters Score -516337.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -516543.718750 Penalty: 824.426697
	Iteration 6Q: 3 clusters Score -516543.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -516669.312500 Penalty: 824.426697
	Iteration 7Q: 3 clusters Score -516669.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -516746.031250 Penalty: 824.426697
	Iteration 8Q: 3 clusters Score -516746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -516801.531250 Penalty: 824.426697
	Iteration 9Q: 3 clusters Score -516801.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -516845.625000 Penalty: 824.426697
	Iteration 10Q: 3 clusters Score -516845.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -516881.781250 Penalty: 824.426697
	Iteration 11Q: 3 clusters Score -516881.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -516910.718750 Penalty: 824.426697
	Iteration 12Q: 3 clusters Score -516910.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -516938.500000 Penalty: 824.426697
	Iteration 13Q: 3 clusters Score -516938.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -516956.687500 Penalty: 824.426697
	Iteration 14Q: 3 clusters Score -516956.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -516974.718750 Penalty: 824.426697
	Iteration 15Q: 3 clusters Score -516974.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -516995.062500 Penalty: 824.426697
	Iteration 16Q: 3 clusters Score -516995.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -517017.531250 Penalty: 824.426697
	Iteration 17Q: 3 clusters Score -517017.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -517035.468750 Penalty: 824.426697
	Iteration 18Q: 3 clusters Score -517035.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -517045.312500 Penalty: 824.426697
	Iteration 19Q: 3 clusters Score -517045.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -517052.812500 Penalty: 824.426697
	Iteration 20F: 3 clusters Score -517052.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -517061.093750 Penalty: 824.426697
	Iteration 21Q: 3 clusters Score -517061.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -517066.062500 Penalty: 824.426697
	Iteration 22Q: 3 clusters Score -517066.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -517073.656250 Penalty: 824.426697
	Iteration 23Q: 3 clusters Score -517073.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -517084.781250 Penalty: 824.426697
	Iteration 24Q: 3 clusters Score -517084.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -517100.468750 Penalty: 824.426697
	Iteration 25Q: 3 clusters Score -517100.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -517112.343750 Penalty: 824.426697
	Iteration 26Q: 3 clusters Score -517112.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -517124.156250 Penalty: 824.426697
	Iteration 27Q: 3 clusters Score -517124.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -517135.187500 Penalty: 824.426697
	Iteration 28Q: 3 clusters Score -517135.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -517143.437500 Penalty: 824.426697
	Iteration 29Q: 3 clusters Score -517143.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -517151.031250 Penalty: 824.426697
	Iteration 30Q: 3 clusters Score -517151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -517157.343750 Penalty: 824.426697
	Iteration 31Q: 3 clusters Score -517157.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -517165.625000 Penalty: 824.426697
	Iteration 32Q: 3 clusters Score -517165.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517175.375000 Penalty: 824.426697
	Iteration 33Q: 3 clusters Score -517175.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -517184.343750 Penalty: 824.426697
	Iteration 34Q: 3 clusters Score -517184.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -517190.812500 Penalty: 824.426697
	Iteration 35Q: 3 clusters Score -517190.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -517195.562500 Penalty: 824.426697
	Iteration 36Q: 3 clusters Score -517195.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -517203.343750 Penalty: 824.426697
	Iteration 37Q: 3 clusters Score -517203.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -517210.625000 Penalty: 824.426697
	Iteration 38Q: 3 clusters Score -517210.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -517219.312500 Penalty: 824.426697
	Iteration 39Q: 3 clusters Score -517219.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -517226.406250 Penalty: 824.426697
	Iteration 40F: 3 clusters Score -517226.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -517234.218750 Penalty: 824.426697
	Iteration 41Q: 3 clusters Score -517234.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -517243.625000 Penalty: 824.426697
	Iteration 42Q: 3 clusters Score -517243.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -517251.781250 Penalty: 824.426697
	Iteration 43Q: 3 clusters Score -517251.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -517264.343750 Penalty: 824.426697
	Iteration 44Q: 3 clusters Score -517264.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -517275.500000 Penalty: 824.426697
	Iteration 45Q: 3 clusters Score -517275.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -517285.562500 Penalty: 824.426697
	Iteration 46Q: 3 clusters Score -517285.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -517294.906250 Penalty: 824.426697
	Iteration 47Q: 3 clusters Score -517294.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -517299.906250 Penalty: 824.426697
	Iteration 48Q: 3 clusters Score -517299.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -517304.812500 Penalty: 824.426697
	Iteration 49Q: 3 clusters Score -517304.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -517313.562500 Penalty: 824.426697
	Iteration 50Q: 3 clusters Score -517313.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -517324.750000 Penalty: 824.426697
	Iteration 51Q: 3 clusters Score -517324.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -517334.093750 Penalty: 824.426697
	Iteration 52Q: 3 clusters Score -517334.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -517341.156250 Penalty: 824.426697
	Iteration 53Q: 3 clusters Score -517341.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -517350.000000 Penalty: 824.426697
	Iteration 54Q: 3 clusters Score -517350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -517358.937500 Penalty: 824.426697
	Iteration 55Q: 3 clusters Score -517358.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -517367.031250 Penalty: 824.426697
	Iteration 56Q: 3 clusters Score -517367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -517371.125000 Penalty: 824.426697
	Iteration 57Q: 3 clusters Score -517371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -517375.312500 Penalty: 824.426697
	Iteration 58Q: 3 clusters Score -517375.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -517380.062500 Penalty: 824.426697
	Iteration 59Q: 3 clusters Score -517380.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -517384.718750 Penalty: 824.426697
	Iteration 60F: 3 clusters Score -517384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -517388.937500 Penalty: 824.426697
	Iteration 61Q: 3 clusters Score -517388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -517391.531250 Penalty: 824.426697
	Iteration 62Q: 3 clusters Score -517391.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -517397.187500 Penalty: 824.426697
	Iteration 63Q: 3 clusters Score -517397.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -517402.593750 Penalty: 824.426697
	Iteration 64Q: 3 clusters Score -517402.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -517408.781250 Penalty: 824.426697
	Iteration 65Q: 3 clusters Score -517408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -517416.031250 Penalty: 824.426697
	Iteration 66Q: 3 clusters Score -517416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -517426.343750 Penalty: 824.426697
	Iteration 67Q: 3 clusters Score -517426.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -517445.437500 Penalty: 824.426697
	Iteration 68Q: 3 clusters Score -517445.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -517463.312500 Penalty: 824.426697
	Iteration 69Q: 3 clusters Score -517463.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -517472.468750 Penalty: 824.426697
	Iteration 70Q: 3 clusters Score -517472.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -517480.156250 Penalty: 824.426697
	Iteration 71Q: 3 clusters Score -517480.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -517488.500000 Penalty: 824.426697
	Iteration 72Q: 3 clusters Score -517488.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -517502.437500 Penalty: 824.426697
	Iteration 73Q: 3 clusters Score -517502.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -517509.812500 Penalty: 824.426697
	Iteration 74Q: 3 clusters Score -517509.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -517516.468750 Penalty: 824.426697
	Iteration 75Q: 3 clusters Score -517516.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -517521.218750 Penalty: 824.426697
	Iteration 76Q: 3 clusters Score -517521.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -517526.281250 Penalty: 824.426697
	Iteration 77Q: 3 clusters Score -517526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -517534.750000 Penalty: 824.426697
	Iteration 78Q: 3 clusters Score -517534.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -517541.812500 Penalty: 824.426697
	Iteration 79Q: 3 clusters Score -517541.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -517552.406250 Penalty: 824.426697
	Iteration 80F: 3 clusters Score -517552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -517564.343750 Penalty: 824.426697
	Iteration 81Q: 3 clusters Score -517564.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -517572.562500 Penalty: 824.426697
	Iteration 82Q: 3 clusters Score -517572.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -517580.656250 Penalty: 824.426697
	Iteration 83Q: 3 clusters Score -517580.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -517591.781250 Penalty: 824.426697
	Iteration 84Q: 3 clusters Score -517591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -517597.156250 Penalty: 824.426697
	Iteration 85Q: 3 clusters Score -517597.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -517599.468750 Penalty: 824.426697
	Iteration 86Q: 3 clusters Score -517599.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -517603.281250 Penalty: 824.426697
	Iteration 87Q: 3 clusters Score -517603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -517605.875000 Penalty: 824.426697
	Iteration 88Q: 3 clusters Score -517605.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -517609.937500 Penalty: 824.426697
	Iteration 89Q: 3 clusters Score -517609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -517612.156250 Penalty: 824.426697
	Iteration 90Q: 3 clusters Score -517612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -517614.000000 Penalty: 824.426697
	Iteration 91Q: 3 clusters Score -517614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -517616.468750 Penalty: 824.426697
	Iteration 92Q: 3 clusters Score -517616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -517618.593750 Penalty: 824.426697
	Iteration 93Q: 3 clusters Score -517618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -517621.843750 Penalty: 824.426697
	Iteration 94Q: 3 clusters Score -517621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -517623.187500 Penalty: 824.426697
	Iteration 95Q: 3 clusters Score -517623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -517625.906250 Penalty: 824.426697
	Iteration 96Q: 3 clusters Score -517625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -517626.625000 Penalty: 824.426697
	Iteration 97Q: 3 clusters Score -517626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -517626.625000 Penalty: 824.426697
	Iteration 98Q: 3 clusters Score -517626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -517630.718750 Penalty: 824.426697
	Iteration 99Q: 3 clusters Score -517630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -517634.156250 Penalty: 824.426697
	Iteration 100F: 3 clusters Score -517634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -517635.281250 Penalty: 824.426697
	Iteration 101Q: 3 clusters Score -517635.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -517638.593750 Penalty: 824.426697
	Iteration 102Q: 3 clusters Score -517638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -517642.250000 Penalty: 824.426697
	Iteration 103Q: 3 clusters Score -517642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -517647.562500 Penalty: 824.426697
	Iteration 104Q: 3 clusters Score -517647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -517655.875000 Penalty: 824.426697
	Iteration 105Q: 3 clusters Score -517655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -517660.718750 Penalty: 824.426697
	Iteration 106Q: 3 clusters Score -517660.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -517668.218750 Penalty: 824.426697
	Iteration 107Q: 3 clusters Score -517668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -517672.468750 Penalty: 824.426697
	Iteration 108Q: 3 clusters Score -517672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -517676.312500 Penalty: 824.426697
	Iteration 109Q: 3 clusters Score -517676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -517680.218750 Penalty: 824.426697
	Iteration 110Q: 3 clusters Score -517680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -517682.218750 Penalty: 824.426697
	Iteration 111Q: 3 clusters Score -517682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -517684.562500 Penalty: 824.426697
	Iteration 112Q: 3 clusters Score -517684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -517686.031250 Penalty: 824.426697
	Iteration 113Q: 3 clusters Score -517686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -517687.000000 Penalty: 824.426697
	Iteration 114Q: 3 clusters Score -517687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -517687.343750 Penalty: 824.426697
	Iteration 115Q: 3 clusters Score -517687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -517688.031250 Penalty: 824.426697
	Iteration 116Q: 3 clusters Score -517688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -517688.625000 Penalty: 824.426697
	Iteration 117Q: 3 clusters Score -517688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -517688.625000 Penalty: 824.426697
	Iteration 118F: 3 clusters Score -517688.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Entering Unmasked Estep 
Score: -3244076.000000 Penalty: 494.839417
	Iteration 0F: 2 clusters Score -3244076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3208520.750000 Penalty: 989.678833
	Iteration 0F: 3 clusters Score -3208521 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3224202.500000 Penalty: 989.678833
	Iteration 1F: 3 clusters Score -3224202 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3225156.500000 Penalty: 989.678833
	Iteration 2Q: 3 clusters Score -3225156 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3226607.750000 Penalty: 989.678833
	Iteration 3F: 3 clusters Score -3226608 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3228908 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3232058.250000 Penalty: 989.678833
	Iteration 5F: 3 clusters Score -3232058 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3235406.750000 Penalty: 989.678833
	Iteration 6F: 3 clusters Score -3235407 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3238014.250000 Penalty: 989.678833
	Iteration 7F: 3 clusters Score -3238014 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3239233.750000 Penalty: 989.678833
	Iteration 8Q: 3 clusters Score -3239234 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3239624.500000 Penalty: 989.678833
	Iteration 9Q: 3 clusters Score -3239624 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3239781.500000 Penalty: 989.678833
	Iteration 10Q: 3 clusters Score -3239782 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3239915.000000 Penalty: 989.678833
	Iteration 11Q: 3 clusters Score -3239915 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3240036.250000 Penalty: 989.678833
	Iteration 12Q: 3 clusters Score -3240036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3240167.750000 Penalty: 989.678833
	Iteration 13Q: 3 clusters Score -3240168 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3240305.500000 Penalty: 989.678833
	Iteration 14Q: 3 clusters Score -3240306 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3240452.500000 Penalty: 989.678833
	Iteration 15Q: 3 clusters Score -3240452 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3240594.750000 Penalty: 989.678833
	Iteration 16Q: 3 clusters Score -3240595 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3240743.250000 Penalty: 989.678833
	Iteration 17Q: 3 clusters Score -3240743 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3240901.250000 Penalty: 989.678833
	Iteration 18Q: 3 clusters Score -3240901 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3241068.250000 Penalty: 989.678833
	Iteration 19Q: 3 clusters Score -3241068 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3241251.250000 Penalty: 989.678833
	Iteration 20F: 3 clusters Score -3241251 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3241429.000000 Penalty: 989.678833
	Iteration 21Q: 3 clusters Score -3241429 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3241595.250000 Penalty: 989.678833
	Iteration 22Q: 3 clusters Score -3241595 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3241744.750000 Penalty: 989.678833
	Iteration 23Q: 3 clusters Score -3241745 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3241917.750000 Penalty: 989.678833
	Iteration 24Q: 3 clusters Score -3241918 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3242083.000000 Penalty: 989.678833
	Iteration 25Q: 3 clusters Score -3242083 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3242245.250000 Penalty: 989.678833
	Iteration 26Q: 3 clusters Score -3242245 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3242401.500000 Penalty: 989.678833
	Iteration 27Q: 3 clusters Score -3242402 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3242526.750000 Penalty: 989.678833
	Iteration 28Q: 3 clusters Score -3242527 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3242682.750000 Penalty: 989.678833
	Iteration 29Q: 3 clusters Score -3242683 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3242812.250000 Penalty: 989.678833
	Iteration 30Q: 3 clusters Score -3242812 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3242944.000000 Penalty: 989.678833
	Iteration 31Q: 3 clusters Score -3242944 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3243036.250000 Penalty: 989.678833
	Iteration 32Q: 3 clusters Score -3243036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3243137.500000 Penalty: 989.678833
	Iteration 33Q: 3 clusters Score -3243138 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3243217.750000 Penalty: 989.678833
	Iteration 34Q: 3 clusters Score -3243218 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3243282.750000 Penalty: 989.678833
	Iteration 35Q: 3 clusters Score -3243283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3243328.250000 Penalty: 989.678833
	Iteration 36Q: 3 clusters Score -3243328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3243395.500000 Penalty: 989.678833
	Iteration 37Q: 3 clusters Score -3243396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3243459.250000 Penalty: 989.678833
	Iteration 38Q: 3 clusters Score -3243459 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3243531.500000 Penalty: 989.678833
	Iteration 39Q: 3 clusters Score -3243532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3243586.000000 Penalty: 989.678833
	Iteration 40F: 3 clusters Score -3243586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3243622.000000 Penalty: 989.678833
	Iteration 41Q: 3 clusters Score -3243622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3243667.250000 Penalty: 989.678833
	Iteration 42Q: 3 clusters Score -3243667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3243705.000000 Penalty: 989.678833
	Iteration 43Q: 3 clusters Score -3243705 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3243729.000000 Penalty: 989.678833
	Iteration 44Q: 3 clusters Score -3243729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3243750.500000 Penalty: 989.678833
	Iteration 45Q: 3 clusters Score -3243750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3243774.000000 Penalty: 989.678833
	Iteration 46Q: 3 clusters Score -3243774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3243804.500000 Penalty: 989.678833
	Iteration 47Q: 3 clusters Score -3243804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3243832.250000 Penalty: 989.678833
	Iteration 48Q: 3 clusters Score -3243832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3243846.000000 Penalty: 989.678833
	Iteration 49Q: 3 clusters Score -3243846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3243851.500000 Penalty: 989.678833
	Iteration 50Q: 3 clusters Score -3243852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3243874.250000 Penalty: 989.678833
	Iteration 51Q: 3 clusters Score -3243874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3243899.250000 Penalty: 989.678833
	Iteration 52Q: 3 clusters Score -3243899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3243918.000000 Penalty: 989.678833
	Iteration 53Q: 3 clusters Score -3243918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3243931.250000 Penalty: 989.678833
	Iteration 54Q: 3 clusters Score -3243931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3243935.750000 Penalty: 989.678833
	Iteration 55Q: 3 clusters Score -3243936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3243939.750000 Penalty: 989.678833
	Iteration 56Q: 3 clusters Score -3243940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3243957.000000 Penalty: 989.678833
	Iteration 57Q: 3 clusters Score -3243957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3243966.750000 Penalty: 989.678833
	Iteration 58Q: 3 clusters Score -3243967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3243966.000000 Penalty: 989.678833
	Iteration 59Q: 3 clusters Score -3243966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3243967.500000 Penalty: 989.678833
	Iteration 60F: 3 clusters Score -3243968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3243971.000000 Penalty: 989.678833
	Iteration 61Q: 3 clusters Score -3243971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3243968.250000 Penalty: 989.678833
	Iteration 62Q: 3 clusters Score -3243968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3243970.750000 Penalty: 989.678833
	Iteration 63Q: 3 clusters Score -3243971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3243970.250000 Penalty: 989.678833
	Iteration 64Q: 3 clusters Score -3243970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3243969.500000 Penalty: 989.678833
	Iteration 65Q: 3 clusters Score -3243970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3243973.750000 Penalty: 989.678833
	Iteration 66Q: 3 clusters Score -3243974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3243975.250000 Penalty: 989.678833
	Iteration 67Q: 3 clusters Score -3243975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3243974.250000 Penalty: 989.678833
	Iteration 68Q: 3 clusters Score -3243974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3243975.000000 Penalty: 989.678833
	Iteration 69Q: 3 clusters Score -3243975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3243978.750000 Penalty: 989.678833
	Iteration 70Q: 3 clusters Score -3243979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3243972.750000 Penalty: 989.678833
	Iteration 71Q: 3 clusters Score -3243973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3243973.750000 Penalty: 989.678833
	Iteration 72Q: 3 clusters Score -3243974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3243977.250000 Penalty: 989.678833
	Iteration 73Q: 3 clusters Score -3243977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3243976.500000 Penalty: 989.678833
	Iteration 74Q: 3 clusters Score -3243976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3243974.000000 Penalty: 989.678833
	Iteration 75Q: 3 clusters Score -3243974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3243976.500000 Penalty: 989.678833
	Iteration 76Q: 3 clusters Score -3243976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3243974.750000 Penalty: 989.678833
	Iteration 77Q: 3 clusters Score -3243975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3243978.250000 Penalty: 989.678833
	Iteration 78Q: 3 clusters Score -3243978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3243980.500000 Penalty: 989.678833
	Iteration 79Q: 3 clusters Score -3243980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3243980.500000 Penalty: 989.678833
	Iteration 80F: 3 clusters Score -3243980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Entering Unmasked Estep 
Score: -6770409.500000 Penalty: 529.244568
	Iteration 0F: 2 clusters Score -6770410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -6695896.000000 Penalty: 1058.489136
	Iteration 0F: 3 clusters Score -6695896 nChanged 55202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -6730038.500000 Penalty: 1058.489136
	Iteration 1F: 3 clusters Score -6730038 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -6733080.500000 Penalty: 1058.489136
	Iteration 2F: 3 clusters Score -6733080 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -6738576.500000 Penalty: 1058.489136
	Iteration 3F: 3 clusters Score -6738576 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -6746759.000000 Penalty: 1058.489136
	Iteration 4F: 3 clusters Score -6746759 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -6755834.000000 Penalty: 1058.489136
	Iteration 5F: 3 clusters Score -6755834 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -6763167.000000 Penalty: 1058.489136
	Iteration 6F: 3 clusters Score -6763167 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -6767140.500000 Penalty: 1058.489136
	Iteration 7Q: 3 clusters Score -6767140 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -6768972.000000 Penalty: 1058.489136
	Iteration 8Q: 3 clusters Score -6768972 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -6769737.500000 Penalty: 1058.489136
	Iteration 9Q: 3 clusters Score -6769738 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -6770135.500000 Penalty: 1058.489136
	Iteration 10Q: 3 clusters Score -6770136 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -6770290.000000 Penalty: 1058.489136
	Iteration 11Q: 3 clusters Score -6770290 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -6770368.000000 Penalty: 1058.489136
	Iteration 12Q: 3 clusters Score -6770368 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -6770478.500000 Penalty: 1058.489136
	Iteration 13Q: 3 clusters Score -6770478 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -6770512.500000 Penalty: 1058.489136
	Iteration 14Q: 3 clusters Score -6770512 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -6770488.000000 Penalty: 1058.489136
	Iteration 15Q: 3 clusters Score -6770488 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -6770470.500000 Penalty: 1058.489136
	Iteration 16Q: 3 clusters Score -6770470 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -6770482.000000 Penalty: 1058.489136
	Iteration 17Q: 3 clusters Score -6770482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -6770435.500000 Penalty: 1058.489136
	Iteration 18Q: 3 clusters Score -6770436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -6770421.000000 Penalty: 1058.489136
	Iteration 19Q: 3 clusters Score -6770421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -6770424.000000 Penalty: 1058.489136
	Iteration 20F: 3 clusters Score -6770424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -6770437.000000 Penalty: 1058.489136
	Iteration 21Q: 3 clusters Score -6770437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -6770436.500000 Penalty: 1058.489136
	Iteration 22Q: 3 clusters Score -6770436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -6770432.000000 Penalty: 1058.489136
	Iteration 23Q: 3 clusters Score -6770432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -6770434.500000 Penalty: 1058.489136
	Iteration 24Q: 3 clusters Score -6770434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 111926 members 
Entering Unmasked Estep 
Score: -6770433.000000 Penalty: 1058.489136
	Iteration 25Q: 3 clusters Score -6770433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -6770431.000000 Penalty: 1058.489136
	Iteration 26Q: 3 clusters Score -6770431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -6770434.000000 Penalty: 1058.489136
	Iteration 27Q: 3 clusters Score -6770434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -6770421.500000 Penalty: 1058.489136
	Iteration 28Q: 3 clusters Score -6770422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -6770423.500000 Penalty: 1058.489136
	Iteration 29Q: 3 clusters Score -6770424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 111987 members 
Entering Unmasked Estep 
Score: -6770435.000000 Penalty: 1058.489136
	Iteration 30Q: 3 clusters Score -6770435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -6770437.000000 Penalty: 1058.489136
	Iteration 31Q: 3 clusters Score -6770437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -6770443.500000 Penalty: 1058.489136
	Iteration 32Q: 3 clusters Score -6770444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -6770449.000000 Penalty: 1058.489136
	Iteration 33Q: 3 clusters Score -6770449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -6770454.500000 Penalty: 1058.489136
	Iteration 34Q: 3 clusters Score -6770454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -6770469.000000 Penalty: 1058.489136
	Iteration 35Q: 3 clusters Score -6770469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -6770463.500000 Penalty: 1058.489136
	Iteration 36Q: 3 clusters Score -6770464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -6770462.000000 Penalty: 1058.489136
	Iteration 37Q: 3 clusters Score -6770462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -6770464.500000 Penalty: 1058.489136
	Iteration 38Q: 3 clusters Score -6770464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -6770460.500000 Penalty: 1058.489136
	Iteration 39Q: 3 clusters Score -6770460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -6770461.000000 Penalty: 1058.489136
	Iteration 40F: 3 clusters Score -6770461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -6770465.500000 Penalty: 1058.489136
	Iteration 41Q: 3 clusters Score -6770466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -6770471.500000 Penalty: 1058.489136
	Iteration 42Q: 3 clusters Score -6770472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -6770480.000000 Penalty: 1058.489136
	Iteration 43Q: 3 clusters Score -6770480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -6770478.500000 Penalty: 1058.489136
	Iteration 44Q: 3 clusters Score -6770478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -6770481.500000 Penalty: 1058.489136
	Iteration 45Q: 3 clusters Score -6770482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -6770486.000000 Penalty: 1058.489136
	Iteration 46Q: 3 clusters Score -6770486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -6770485.000000 Penalty: 1058.489136
	Iteration 47Q: 3 clusters Score -6770485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -6770488.000000 Penalty: 1058.489136
	Iteration 48Q: 3 clusters Score -6770488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -6770494.500000 Penalty: 1058.489136
	Iteration 49Q: 3 clusters Score -6770494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -6770489.500000 Penalty: 1058.489136
	Iteration 50Q: 3 clusters Score -6770490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -6770491.500000 Penalty: 1058.489136
	Iteration 51Q: 3 clusters Score -6770492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -6770488.000000 Penalty: 1058.489136
	Iteration 52Q: 3 clusters Score -6770488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -6770494.000000 Penalty: 1058.489136
	Iteration 53Q: 3 clusters Score -6770494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -6770487.000000 Penalty: 1058.489136
	Iteration 54Q: 3 clusters Score -6770487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -6770481.500000 Penalty: 1058.489136
	Iteration 55Q: 3 clusters Score -6770482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -6770476.500000 Penalty: 1058.489136
	Iteration 56Q: 3 clusters Score -6770476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -6770477.500000 Penalty: 1058.489136
	Iteration 57Q: 3 clusters Score -6770478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -6770484.000000 Penalty: 1058.489136
	Iteration 58Q: 3 clusters Score -6770484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -6770478.000000 Penalty: 1058.489136
	Iteration 59Q: 3 clusters Score -6770478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -6770474.500000 Penalty: 1058.489136
	Iteration 60F: 3 clusters Score -6770474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -6770478.500000 Penalty: 1058.489136
	Iteration 61Q: 3 clusters Score -6770478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -6770467.000000 Penalty: 1058.489136
	Iteration 62Q: 3 clusters Score -6770467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -6770472.000000 Penalty: 1058.489136
	Iteration 63Q: 3 clusters Score -6770472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -6770476.000000 Penalty: 1058.489136
	Iteration 64Q: 3 clusters Score -6770476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -6770472.000000 Penalty: 1058.489136
	Iteration 65Q: 3 clusters Score -6770472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -6770475.500000 Penalty: 1058.489136
	Iteration 66Q: 3 clusters Score -6770476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -6770477.000000 Penalty: 1058.489136
	Iteration 67Q: 3 clusters Score -6770477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -6770487.000000 Penalty: 1058.489136
	Iteration 68Q: 3 clusters Score -6770487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -6770481.500000 Penalty: 1058.489136
	Iteration 69Q: 3 clusters Score -6770482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -6770485.000000 Penalty: 1058.489136
	Iteration 70Q: 3 clusters Score -6770485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -6770483.500000 Penalty: 1058.489136
	Iteration 71Q: 3 clusters Score -6770484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -6770484.500000 Penalty: 1058.489136
	Iteration 72Q: 3 clusters Score -6770484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -6770484.500000 Penalty: 1058.489136
	Iteration 73F: 3 clusters Score -6770484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 257219 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Entering Unmasked Estep 
Score: -58056004.000000 Penalty: 12587.153320
Splitting cluster 5 changes total score from -58044196.000000 to -58056004.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -251484.843750 Penalty: 382.413696
	Iteration 0F: 2 clusters Score -251484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -248489.578125 Penalty: 764.827393
	Iteration 0F: 3 clusters Score -248489.6 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -250539.453125 Penalty: 764.827393
	Iteration 1F: 3 clusters Score -250539.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -251346.531250 Penalty: 764.827393
	Iteration 2F: 3 clusters Score -251346.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -252049.796875 Penalty: 764.827393
	Iteration 3F: 3 clusters Score -252049.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -252398.296875 Penalty: 764.827393
	Iteration 4F: 3 clusters Score -252398.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -252527.984375 Penalty: 764.827393
	Iteration 5Q: 3 clusters Score -252528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -252624.421875 Penalty: 764.827393
	Iteration 6Q: 3 clusters Score -252624.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -252779.953125 Penalty: 764.827393
	Iteration 7Q: 3 clusters Score -252780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -252851.125000 Penalty: 764.827393
	Iteration 8Q: 3 clusters Score -252851.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -252896.609375 Penalty: 764.827393
	Iteration 9Q: 3 clusters Score -252896.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -252950.578125 Penalty: 764.827393
	Iteration 10Q: 3 clusters Score -252950.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -253060.562500 Penalty: 764.827393
	Iteration 11Q: 3 clusters Score -253060.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -253318.734375 Penalty: 764.827393
	Iteration 12Q: 3 clusters Score -253318.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -253921.359375 Penalty: 764.827393
	Iteration 13Q: 3 clusters Score -253921.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -254214.062500 Penalty: 764.827393
	Iteration 14Q: 3 clusters Score -254214.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -254293.875000 Penalty: 764.827393
	Iteration 15Q: 3 clusters Score -254293.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -254332.328125 Penalty: 764.827393
	Iteration 16Q: 3 clusters Score -254332.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -254351.890625 Penalty: 764.827393
	Iteration 17Q: 3 clusters Score -254351.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -254365.812500 Penalty: 764.827393
	Iteration 18Q: 3 clusters Score -254365.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -254373.593750 Penalty: 764.827393
	Iteration 19Q: 3 clusters Score -254373.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -254395.031250 Penalty: 764.827393
	Iteration 20F: 3 clusters Score -254395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -254402.468750 Penalty: 764.827393
	Iteration 21Q: 3 clusters Score -254402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -254403.656250 Penalty: 764.827393
	Iteration 22Q: 3 clusters Score -254403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -254405.203125 Penalty: 764.827393
	Iteration 23Q: 3 clusters Score -254405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -254406.781250 Penalty: 764.827393
	Iteration 24Q: 3 clusters Score -254406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -254404.046875 Penalty: 764.827393
	Iteration 25Q: 3 clusters Score -254404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -254405.609375 Penalty: 764.827393
	Iteration 26Q: 3 clusters Score -254405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -254408.531250 Penalty: 764.827393
	Iteration 27Q: 3 clusters Score -254408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -254406.890625 Penalty: 764.827393
	Iteration 28Q: 3 clusters Score -254406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -254407.375000 Penalty: 764.827393
	Iteration 29Q: 3 clusters Score -254407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -254402.421875 Penalty: 764.827393
	Iteration 30Q: 3 clusters Score -254402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -254402.421875 Penalty: 764.827393
	Iteration 31F: 3 clusters Score -254402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 257219 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Entering Unmasked Estep 
Score: -58058840.000000 Penalty: 13216.511719
Splitting cluster 6 changes total score from -58044196.000000 to -58058840.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35907.019531 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35907.02 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 455 members 
Entering Unmasked Estep 
Score: -35251.296875 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -35251.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35805.488281 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35805.49 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -36018.007812 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -36018.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36234.621094 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -36234.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36367.980469 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -36367.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36458.640625 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -36458.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36496.796875 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -36496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36504.824219 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -36504.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36510.421875 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -36510.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36513.539062 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -36513.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36515.984375 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -36515.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36516.250000 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -36516.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36516.250000 Penalty: 618.205444
	Iteration 12F: 3 clusters Score -36516.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 257219 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Entering Unmasked Estep 
Score: -58059220.000000 Penalty: 13845.869141
Splitting cluster 7 changes total score from -58044196.000000 to -58059220.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (58380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Entering Unmasked Estep 
Score: -3478683.750000 Penalty: 499.350159
	Iteration 0F: 2 clusters Score -3478684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3439421.750000 Penalty: 998.700317
	Iteration 0F: 3 clusters Score -3439422 nChanged 28429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3456809.250000 Penalty: 998.700317
	Iteration 1F: 3 clusters Score -3456809 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3458902.500000 Penalty: 998.700317
	Iteration 2F: 3 clusters Score -3458902 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3462082.250000 Penalty: 998.700317
	Iteration 3F: 3 clusters Score -3462082 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -3466390.750000 Penalty: 998.700317
	Iteration 4F: 3 clusters Score -3466391 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -3471198.250000 Penalty: 998.700317
	Iteration 5F: 3 clusters Score -3471198 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -3474708.500000 Penalty: 998.700317
	Iteration 6F: 3 clusters Score -3474708 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -3476052.250000 Penalty: 998.700317
	Iteration 7Q: 3 clusters Score -3476052 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -3476515.000000 Penalty: 998.700317
	Iteration 8Q: 3 clusters Score -3476515 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -3476793.250000 Penalty: 998.700317
	Iteration 9Q: 3 clusters Score -3476793 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -3477015.250000 Penalty: 998.700317
	Iteration 10Q: 3 clusters Score -3477015 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -3477218.750000 Penalty: 998.700317
	Iteration 11Q: 3 clusters Score -3477219 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -3477398.250000 Penalty: 998.700317
	Iteration 12Q: 3 clusters Score -3477398 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -3477559.000000 Penalty: 998.700317
	Iteration 13Q: 3 clusters Score -3477559 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -3477683.750000 Penalty: 998.700317
	Iteration 14Q: 3 clusters Score -3477684 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -3477801.750000 Penalty: 998.700317
	Iteration 15Q: 3 clusters Score -3477802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -3477892.250000 Penalty: 998.700317
	Iteration 16Q: 3 clusters Score -3477892 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -3477973.750000 Penalty: 998.700317
	Iteration 17Q: 3 clusters Score -3477974 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -3478033.250000 Penalty: 998.700317
	Iteration 18Q: 3 clusters Score -3478033 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -3478075.500000 Penalty: 998.700317
	Iteration 19Q: 3 clusters Score -3478076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -3478132.250000 Penalty: 998.700317
	Iteration 20F: 3 clusters Score -3478132 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -3478183.250000 Penalty: 998.700317
	Iteration 21Q: 3 clusters Score -3478183 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -3478228.000000 Penalty: 998.700317
	Iteration 22Q: 3 clusters Score -3478228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -3478265.000000 Penalty: 998.700317
	Iteration 23Q: 3 clusters Score -3478265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -3478310.000000 Penalty: 998.700317
	Iteration 24Q: 3 clusters Score -3478310 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -3478370.500000 Penalty: 998.700317
	Iteration 25Q: 3 clusters Score -3478370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -3478405.500000 Penalty: 998.700317
	Iteration 26Q: 3 clusters Score -3478406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -3478438.500000 Penalty: 998.700317
	Iteration 27Q: 3 clusters Score -3478438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -3478463.750000 Penalty: 998.700317
	Iteration 28Q: 3 clusters Score -3478464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -3478475.000000 Penalty: 998.700317
	Iteration 29Q: 3 clusters Score -3478475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -3478494.500000 Penalty: 998.700317
	Iteration 30Q: 3 clusters Score -3478494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -3478515.250000 Penalty: 998.700317
	Iteration 31Q: 3 clusters Score -3478515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -3478527.250000 Penalty: 998.700317
	Iteration 32Q: 3 clusters Score -3478527 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -3478543.250000 Penalty: 998.700317
	Iteration 33Q: 3 clusters Score -3478543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -3478557.500000 Penalty: 998.700317
	Iteration 34Q: 3 clusters Score -3478558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -3478575.750000 Penalty: 998.700317
	Iteration 35Q: 3 clusters Score -3478576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -3478597.000000 Penalty: 998.700317
	Iteration 36Q: 3 clusters Score -3478597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -3478616.750000 Penalty: 998.700317
	Iteration 37Q: 3 clusters Score -3478617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -3478625.500000 Penalty: 998.700317
	Iteration 38Q: 3 clusters Score -3478626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -3478627.000000 Penalty: 998.700317
	Iteration 39Q: 3 clusters Score -3478627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -3478645.500000 Penalty: 998.700317
	Iteration 40F: 3 clusters Score -3478646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -3478654.250000 Penalty: 998.700317
	Iteration 41Q: 3 clusters Score -3478654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -3478657.000000 Penalty: 998.700317
	Iteration 42Q: 3 clusters Score -3478657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -3478654.500000 Penalty: 998.700317
	Iteration 43Q: 3 clusters Score -3478654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -3478657.500000 Penalty: 998.700317
	Iteration 44Q: 3 clusters Score -3478658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -3478659.000000 Penalty: 998.700317
	Iteration 45Q: 3 clusters Score -3478659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -3478652.500000 Penalty: 998.700317
	Iteration 46Q: 3 clusters Score -3478652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -3478651.250000 Penalty: 998.700317
	Iteration 47Q: 3 clusters Score -3478651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -3478654.250000 Penalty: 998.700317
	Iteration 48Q: 3 clusters Score -3478654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -3478654.750000 Penalty: 998.700317
	Iteration 49Q: 3 clusters Score -3478655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -3478652.250000 Penalty: 998.700317
	Iteration 50Q: 3 clusters Score -3478652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -3478656.500000 Penalty: 998.700317
	Iteration 51Q: 3 clusters Score -3478656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -3478658.000000 Penalty: 998.700317
	Iteration 52Q: 3 clusters Score -3478658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -3478657.250000 Penalty: 998.700317
	Iteration 53Q: 3 clusters Score -3478657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -3478658.750000 Penalty: 998.700317
	Iteration 54Q: 3 clusters Score -3478659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -3478659.500000 Penalty: 998.700317
	Iteration 55Q: 3 clusters Score -3478660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -3478660.250000 Penalty: 998.700317
	Iteration 56Q: 3 clusters Score -3478660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -3478663.750000 Penalty: 998.700317
	Iteration 57Q: 3 clusters Score -3478664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -3478660.500000 Penalty: 998.700317
	Iteration 58Q: 3 clusters Score -3478660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -3478661.000000 Penalty: 998.700317
	Iteration 59Q: 3 clusters Score -3478661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -3478662.750000 Penalty: 998.700317
	Iteration 60F: 3 clusters Score -3478663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -3478663.500000 Penalty: 998.700317
	Iteration 61Q: 3 clusters Score -3478664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -3478662.500000 Penalty: 998.700317
	Iteration 62Q: 3 clusters Score -3478662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -3478662.000000 Penalty: 998.700317
	Iteration 63Q: 3 clusters Score -3478662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -3478662.750000 Penalty: 998.700317
	Iteration 64Q: 3 clusters Score -3478663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -3478667.750000 Penalty: 998.700317
	Iteration 65Q: 3 clusters Score -3478668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -3478668.500000 Penalty: 998.700317
	Iteration 66Q: 3 clusters Score -3478668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -3478669.500000 Penalty: 998.700317
	Iteration 67Q: 3 clusters Score -3478670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -3478668.750000 Penalty: 998.700317
	Iteration 68Q: 3 clusters Score -3478669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -3478665.750000 Penalty: 998.700317
	Iteration 69Q: 3 clusters Score -3478666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -3478662.500000 Penalty: 998.700317
	Iteration 70Q: 3 clusters Score -3478662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -3478662.750000 Penalty: 998.700317
	Iteration 71Q: 3 clusters Score -3478663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -3478658.500000 Penalty: 998.700317
	Iteration 72Q: 3 clusters Score -3478658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -3478664.750000 Penalty: 998.700317
	Iteration 73Q: 3 clusters Score -3478665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -3478664.000000 Penalty: 998.700317
	Iteration 74Q: 3 clusters Score -3478664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -3478668.750000 Penalty: 998.700317
	Iteration 75Q: 3 clusters Score -3478669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -3478665.250000 Penalty: 998.700317
	Iteration 76Q: 3 clusters Score -3478665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -3478661.750000 Penalty: 998.700317
	Iteration 77Q: 3 clusters Score -3478662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -3478667.250000 Penalty: 998.700317
	Iteration 78Q: 3 clusters Score -3478667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -3478665.250000 Penalty: 998.700317
	Iteration 79Q: 3 clusters Score -3478665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -3478663.750000 Penalty: 998.700317
	Iteration 80F: 3 clusters Score -3478664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -3478665.250000 Penalty: 998.700317
	Iteration 81Q: 3 clusters Score -3478665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -3478667.750000 Penalty: 998.700317
	Iteration 82Q: 3 clusters Score -3478668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -3478663.500000 Penalty: 998.700317
	Iteration 83Q: 3 clusters Score -3478664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -3478665.000000 Penalty: 998.700317
	Iteration 84Q: 3 clusters Score -3478665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -3478665.000000 Penalty: 998.700317
	Iteration 85F: 3 clusters Score -3478665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -252264.078125 Penalty: 394.637054
	Iteration 0F: 2 clusters Score -252264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -249172.812500 Penalty: 789.274109
	Iteration 0F: 3 clusters Score -249172.8 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -259895.421875 Penalty: 789.274109
	Iteration 1F: 3 clusters Score -259895.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -269283.125000 Penalty: 789.274109
	Iteration 2F: 3 clusters Score -269283.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270013.906250 Penalty: 789.274109
	Iteration 3F: 3 clusters Score -270013.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -270958.968750 Penalty: 789.274109
	Iteration 4Q: 3 clusters Score -270959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -270935.500000 Penalty: 789.274109
	Iteration 5Q: 3 clusters Score -270935.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -271188.156250 Penalty: 789.274109
	Iteration 6Q: 3 clusters Score -271188.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -271362.750000 Penalty: 789.274109
	Iteration 7Q: 3 clusters Score -271362.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -270778.843750 Penalty: 789.274109
	Iteration 8Q: 3 clusters Score -270778.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -271491.031250 Penalty: 789.274109
	Iteration 9Q: 3 clusters Score -271491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -271770.750000 Penalty: 789.274109
	Iteration 10Q: 3 clusters Score -271770.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -271767.750000 Penalty: 789.274109
	Iteration 11Q: 3 clusters Score -271767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -271745.843750 Penalty: 789.274109
	Iteration 12Q: 3 clusters Score -271745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -271818.437500 Penalty: 789.274109
	Iteration 13Q: 3 clusters Score -271818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -271652.500000 Penalty: 789.274109
	Iteration 14Q: 3 clusters Score -271652.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -271776.500000 Penalty: 789.274109
	Iteration 15Q: 3 clusters Score -271776.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -271754.656250 Penalty: 789.274109
	Iteration 16Q: 3 clusters Score -271754.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -271815.406250 Penalty: 789.274109
	Iteration 17Q: 3 clusters Score -271815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -271793.500000 Penalty: 789.274109
	Iteration 18Q: 3 clusters Score -271793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -271764.187500 Penalty: 789.274109
	Iteration 19Q: 3 clusters Score -271764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -271925.343750 Penalty: 789.274109
	Iteration 20F: 3 clusters Score -271925.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -272050.062500 Penalty: 789.274109
	Iteration 21Q: 3 clusters Score -272050.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -272143.968750 Penalty: 789.274109
	Iteration 22Q: 3 clusters Score -272144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -272385.343750 Penalty: 789.274109
	Iteration 23Q: 3 clusters Score -272385.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -272462.812500 Penalty: 789.274109
	Iteration 24Q: 3 clusters Score -272462.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -272335.625000 Penalty: 789.274109
	Iteration 25Q: 3 clusters Score -272335.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -272170.062500 Penalty: 789.274109
	Iteration 26Q: 3 clusters Score -272170.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -272330.437500 Penalty: 789.274109
	Iteration 27Q: 3 clusters Score -272330.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -272552.281250 Penalty: 789.274109
	Iteration 28Q: 3 clusters Score -272552.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -272396.406250 Penalty: 789.274109
	Iteration 29Q: 3 clusters Score -272396.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -272013.906250 Penalty: 789.274109
	Iteration 30Q: 3 clusters Score -272013.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -272580.656250 Penalty: 789.274109
	Iteration 31Q: 3 clusters Score -272580.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -272178.531250 Penalty: 789.274109
	Iteration 32Q: 3 clusters Score -272178.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -272344.718750 Penalty: 789.274109
	Iteration 33Q: 3 clusters Score -272344.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -272758.906250 Penalty: 789.274109
	Iteration 34Q: 3 clusters Score -272758.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -272771.343750 Penalty: 789.274109
	Iteration 35Q: 3 clusters Score -272771.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -273286.843750 Penalty: 789.274109
	Iteration 36Q: 3 clusters Score -273286.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -274589.437500 Penalty: 789.274109
	Iteration 37Q: 3 clusters Score -274589.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -274976.343750 Penalty: 789.274109
	Iteration 38Q: 3 clusters Score -274976.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -274923.093750 Penalty: 789.274109
	Iteration 39Q: 3 clusters Score -274923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -275150.781250 Penalty: 789.274109
	Iteration 40F: 3 clusters Score -275150.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -273616.625000 Penalty: 789.274109
	Iteration 41Q: 3 clusters Score -273616.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -275189.437500 Penalty: 789.274109
	Iteration 42Q: 3 clusters Score -275189.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -275114.781250 Penalty: 789.274109
	Iteration 43Q: 3 clusters Score -275114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -275157.187500 Penalty: 789.274109
	Iteration 44Q: 3 clusters Score -275157.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -275098.750000 Penalty: 789.274109
	Iteration 45Q: 3 clusters Score -275098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -275136.687500 Penalty: 789.274109
	Iteration 46Q: 3 clusters Score -275136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -274889.312500 Penalty: 789.274109
	Iteration 47Q: 3 clusters Score -274889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -273679.437500 Penalty: 789.274109
	Iteration 48Q: 3 clusters Score -273679.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -274676.250000 Penalty: 789.274109
	Iteration 49Q: 3 clusters Score -274676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -275035.125000 Penalty: 789.274109
	Iteration 50Q: 3 clusters Score -275035.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -270675.562500 Penalty: 789.274109
	Iteration 51Q: 3 clusters Score -270675.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -274882.687500 Penalty: 789.274109
	Iteration 52Q: 3 clusters Score -274882.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -274381.031250 Penalty: 789.274109
	Iteration 53Q: 3 clusters Score -274381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -273934.875000 Penalty: 789.274109
	Iteration 54Q: 3 clusters Score -273934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -275036.093750 Penalty: 789.274109
	Iteration 55Q: 3 clusters Score -275036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -275042.281250 Penalty: 789.274109
	Iteration 56Q: 3 clusters Score -275042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -275114.968750 Penalty: 789.274109
	Iteration 57Q: 3 clusters Score -275115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -275119.906250 Penalty: 789.274109
	Iteration 58Q: 3 clusters Score -275119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -275178.562500 Penalty: 789.274109
	Iteration 59Q: 3 clusters Score -275178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -275206.156250 Penalty: 789.274109
	Iteration 60F: 3 clusters Score -275206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275234.062500 Penalty: 789.274109
	Iteration 61Q: 3 clusters Score -275234.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275227.656250 Penalty: 789.274109
	Iteration 62Q: 3 clusters Score -275227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275148.375000 Penalty: 789.274109
	Iteration 63Q: 3 clusters Score -275148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275199.125000 Penalty: 789.274109
	Iteration 64Q: 3 clusters Score -275199.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275163.187500 Penalty: 789.274109
	Iteration 65Q: 3 clusters Score -275163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -274814.093750 Penalty: 789.274109
	Iteration 66Q: 3 clusters Score -274814.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -274046.468750 Penalty: 789.274109
	Iteration 67Q: 3 clusters Score -274046.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -275237.750000 Penalty: 789.274109
	Iteration 68Q: 3 clusters Score -275237.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -274872.718750 Penalty: 789.274109
	Iteration 69Q: 3 clusters Score -274872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -275135.437500 Penalty: 789.274109
	Iteration 70Q: 3 clusters Score -275135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -275139.437500 Penalty: 789.274109
	Iteration 71Q: 3 clusters Score -275139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -274216.437500 Penalty: 789.274109
	Iteration 72Q: 3 clusters Score -274216.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -274923.125000 Penalty: 789.274109
	Iteration 73Q: 3 clusters Score -274923.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -275228.218750 Penalty: 789.274109
	Iteration 74Q: 3 clusters Score -275228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -275050.062500 Penalty: 789.274109
	Iteration 75Q: 3 clusters Score -275050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275144.093750 Penalty: 789.274109
	Iteration 76Q: 3 clusters Score -275144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275177.968750 Penalty: 789.274109
	Iteration 77Q: 3 clusters Score -275178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275205.062500 Penalty: 789.274109
	Iteration 78Q: 3 clusters Score -275205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275242.562500 Penalty: 789.274109
	Iteration 79Q: 3 clusters Score -275242.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275233.187500 Penalty: 789.274109
	Iteration 80F: 3 clusters Score -275233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275079.156250 Penalty: 789.274109
	Iteration 81Q: 3 clusters Score -275079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -274964.187500 Penalty: 789.274109
	Iteration 82Q: 3 clusters Score -274964.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275186.750000 Penalty: 789.274109
	Iteration 83Q: 3 clusters Score -275186.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275160.468750 Penalty: 789.274109
	Iteration 84Q: 3 clusters Score -275160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275216.687500 Penalty: 789.274109
	Iteration 85Q: 3 clusters Score -275216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275188.937500 Penalty: 789.274109
	Iteration 86Q: 3 clusters Score -275188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275112.500000 Penalty: 789.274109
	Iteration 87Q: 3 clusters Score -275112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -275178.968750 Penalty: 789.274109
	Iteration 88Q: 3 clusters Score -275179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -275166.812500 Penalty: 789.274109
	Iteration 89Q: 3 clusters Score -275166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -275222.093750 Penalty: 789.274109
	Iteration 90Q: 3 clusters Score -275222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -275176.812500 Penalty: 789.274109
	Iteration 91Q: 3 clusters Score -275176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -275130.281250 Penalty: 789.274109
	Iteration 92Q: 3 clusters Score -275130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -274912.031250 Penalty: 789.274109
	Iteration 93Q: 3 clusters Score -274912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -274680.125000 Penalty: 789.274109
	Iteration 94Q: 3 clusters Score -274680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -275214.875000 Penalty: 789.274109
	Iteration 95Q: 3 clusters Score -275214.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -274842.656250 Penalty: 789.274109
	Iteration 96Q: 3 clusters Score -274842.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -275161.468750 Penalty: 789.274109
	Iteration 97Q: 3 clusters Score -275161.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275235.218750 Penalty: 789.274109
	Iteration 98Q: 3 clusters Score -275235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275072.343750 Penalty: 789.274109
	Iteration 99Q: 3 clusters Score -275072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -274995.125000 Penalty: 789.274109
	Iteration 100F: 3 clusters Score -274995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275250.281250 Penalty: 789.274109
	Iteration 101Q: 3 clusters Score -275250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275265.656250 Penalty: 789.274109
	Iteration 102Q: 3 clusters Score -275265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -273170.000000 Penalty: 789.274109
	Iteration 103Q: 3 clusters Score -273170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -275201.468750 Penalty: 789.274109
	Iteration 104Q: 3 clusters Score -275201.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275207.187500 Penalty: 789.274109
	Iteration 105Q: 3 clusters Score -275207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275189.281250 Penalty: 789.274109
	Iteration 106Q: 3 clusters Score -275189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275191.312500 Penalty: 789.274109
	Iteration 107Q: 3 clusters Score -275191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -262897.156250 Penalty: 789.274109
	Iteration 108Q: 3 clusters Score -262897.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -274379.281250 Penalty: 789.274109
	Iteration 109F: 3 clusters Score -274379.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -275174.468750 Penalty: 789.274109
	Iteration 110F: 3 clusters Score -275174.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -275151.625000 Penalty: 789.274109
	Iteration 111Q: 3 clusters Score -275151.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -275191.531250 Penalty: 789.274109
	Iteration 112Q: 3 clusters Score -275191.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -275080.062500 Penalty: 789.274109
	Iteration 113Q: 3 clusters Score -275080.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275222.625000 Penalty: 789.274109
	Iteration 114Q: 3 clusters Score -275222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -274579.156250 Penalty: 789.274109
	Iteration 115Q: 3 clusters Score -274579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -275217.687500 Penalty: 789.274109
	Iteration 116Q: 3 clusters Score -275217.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -275067.406250 Penalty: 789.274109
	Iteration 117Q: 3 clusters Score -275067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275220.718750 Penalty: 789.274109
	Iteration 118Q: 3 clusters Score -275220.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275049.218750 Penalty: 789.274109
	Iteration 119Q: 3 clusters Score -275049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275054.093750 Penalty: 789.274109
	Iteration 120F: 3 clusters Score -275054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275147.218750 Penalty: 789.274109
	Iteration 121Q: 3 clusters Score -275147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275210.718750 Penalty: 789.274109
	Iteration 122Q: 3 clusters Score -275210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -274977.937500 Penalty: 789.274109
	Iteration 123Q: 3 clusters Score -274977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275175.718750 Penalty: 789.274109
	Iteration 124Q: 3 clusters Score -275175.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275253.843750 Penalty: 789.274109
	Iteration 125Q: 3 clusters Score -275253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275239.593750 Penalty: 789.274109
	Iteration 126Q: 3 clusters Score -275239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -274513.250000 Penalty: 789.274109
	Iteration 127Q: 3 clusters Score -274513.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275233.250000 Penalty: 789.274109
	Iteration 128Q: 3 clusters Score -275233.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275195.000000 Penalty: 789.274109
	Iteration 129Q: 3 clusters Score -275195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -275224.468750 Penalty: 789.274109
	Iteration 130Q: 3 clusters Score -275224.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275195.156250 Penalty: 789.274109
	Iteration 131Q: 3 clusters Score -275195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -274373.156250 Penalty: 789.274109
	Iteration 132Q: 3 clusters Score -274373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -275220.281250 Penalty: 789.274109
	Iteration 133Q: 3 clusters Score -275220.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275103.875000 Penalty: 789.274109
	Iteration 134Q: 3 clusters Score -275103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275265.437500 Penalty: 789.274109
	Iteration 135Q: 3 clusters Score -275265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275208.687500 Penalty: 789.274109
	Iteration 136Q: 3 clusters Score -275208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275233.187500 Penalty: 789.274109
	Iteration 137Q: 3 clusters Score -275233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -275088.218750 Penalty: 789.274109
	Iteration 138Q: 3 clusters Score -275088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275233.562500 Penalty: 789.274109
	Iteration 139Q: 3 clusters Score -275233.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275168.062500 Penalty: 789.274109
	Iteration 140F: 3 clusters Score -275168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275184.750000 Penalty: 789.274109
	Iteration 141Q: 3 clusters Score -275184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275187.062500 Penalty: 789.274109
	Iteration 142Q: 3 clusters Score -275187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -275087.437500 Penalty: 789.274109
	Iteration 143Q: 3 clusters Score -275087.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275174.125000 Penalty: 789.274109
	Iteration 144Q: 3 clusters Score -275174.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -272263.562500 Penalty: 789.274109
	Iteration 145Q: 3 clusters Score -272263.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -275197.218750 Penalty: 789.274109
	Iteration 146Q: 3 clusters Score -275197.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275182.156250 Penalty: 789.274109
	Iteration 147Q: 3 clusters Score -275182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -273131.000000 Penalty: 789.274109
	Iteration 148Q: 3 clusters Score -273131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -275196.250000 Penalty: 789.274109
	Iteration 149Q: 3 clusters Score -275196.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -272848.812500 Penalty: 789.274109
	Iteration 150Q: 3 clusters Score -272848.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -275120.312500 Penalty: 789.274109
	Iteration 151Q: 3 clusters Score -275120.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -273900.437500 Penalty: 789.274109
	Iteration 152Q: 3 clusters Score -273900.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -274821.281250 Penalty: 789.274109
	Iteration 153Q: 3 clusters Score -274821.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -275104.468750 Penalty: 789.274109
	Iteration 154Q: 3 clusters Score -275104.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -275206.781250 Penalty: 789.274109
	Iteration 155Q: 3 clusters Score -275206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -275181.312500 Penalty: 789.274109
	Iteration 156Q: 3 clusters Score -275181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -274699.875000 Penalty: 789.274109
	Iteration 157Q: 3 clusters Score -274699.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -274677.718750 Penalty: 789.274109
	Iteration 158Q: 3 clusters Score -274677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -275225.281250 Penalty: 789.274109
	Iteration 159Q: 3 clusters Score -275225.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -275168.031250 Penalty: 789.274109
	Iteration 160F: 3 clusters Score -275168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275212.468750 Penalty: 789.274109
	Iteration 161Q: 3 clusters Score -275212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -275207.156250 Penalty: 789.274109
	Iteration 162Q: 3 clusters Score -275207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275172.156250 Penalty: 789.274109
	Iteration 163Q: 3 clusters Score -275172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275197.125000 Penalty: 789.274109
	Iteration 164Q: 3 clusters Score -275197.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275179.843750 Penalty: 789.274109
	Iteration 165Q: 3 clusters Score -275179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275220.343750 Penalty: 789.274109
	Iteration 166Q: 3 clusters Score -275220.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275066.500000 Penalty: 789.274109
	Iteration 167Q: 3 clusters Score -275066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275179.593750 Penalty: 789.274109
	Iteration 168Q: 3 clusters Score -275179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274910.312500 Penalty: 789.274109
	Iteration 169Q: 3 clusters Score -274910.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -274938.687500 Penalty: 789.274109
	Iteration 170Q: 3 clusters Score -274938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -275238.781250 Penalty: 789.274109
	Iteration 171Q: 3 clusters Score -275238.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275238.750000 Penalty: 789.274109
	Iteration 172Q: 3 clusters Score -275238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275238.062500 Penalty: 789.274109
	Iteration 173Q: 3 clusters Score -275238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -275238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275155.906250 Penalty: 789.274109
	Iteration 175Q: 3 clusters Score -275155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275039.968750 Penalty: 789.274109
	Iteration 176Q: 3 clusters Score -275040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275199.406250 Penalty: 789.274109
	Iteration 177Q: 3 clusters Score -275199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275189.125000 Penalty: 789.274109
	Iteration 178Q: 3 clusters Score -275189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275225.750000 Penalty: 789.274109
	Iteration 179Q: 3 clusters Score -275225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -274015.468750 Penalty: 789.274109
	Iteration 180F: 3 clusters Score -274015.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -274801.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -275051.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275244.312500 Penalty: 789.274109
	Iteration 183Q: 3 clusters Score -275244.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -275144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -275222.2 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -275129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -267617.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -274965.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -275216.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -275070.937500 Penalty: 789.274109
	Iteration 190Q: 3 clusters Score -275070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -275202.875000 Penalty: 789.274109
	Iteration 191Q: 3 clusters Score -275202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -275249.562500 Penalty: 789.274109
	Iteration 192Q: 3 clusters Score -275249.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -275152.187500 Penalty: 789.274109
	Iteration 193Q: 3 clusters Score -275152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -272891.437500 Penalty: 789.274109
	Iteration 194Q: 3 clusters Score -272891.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -275162.843750 Penalty: 789.274109
	Iteration 195Q: 3 clusters Score -275162.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -275222.187500 Penalty: 789.274109
	Iteration 196Q: 3 clusters Score -275222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -275187.593750 Penalty: 789.274109
	Iteration 197Q: 3 clusters Score -275187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -275090.343750 Penalty: 789.274109
	Iteration 198Q: 3 clusters Score -275090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -275111.625000 Penalty: 789.274109
	Iteration 199Q: 3 clusters Score -275111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -275102.375000 Penalty: 789.274109
	Iteration 200F: 3 clusters Score -275102.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -275138.375000 Penalty: 789.274109
	Iteration 201Q: 3 clusters Score -275138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275226.593750 Penalty: 789.274109
	Iteration 202Q: 3 clusters Score -275226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -274137.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -275248.687500 Penalty: 789.274109
	Iteration 204Q: 3 clusters Score -275248.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275219.750000 Penalty: 789.274109
	Iteration 205Q: 3 clusters Score -275219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275074.031250 Penalty: 789.274109
	Iteration 206Q: 3 clusters Score -275074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275118.875000 Penalty: 789.274109
	Iteration 207Q: 3 clusters Score -275118.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -275231.968750 Penalty: 789.274109
	Iteration 208Q: 3 clusters Score -275232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -274701.187500 Penalty: 789.274109
	Iteration 209Q: 3 clusters Score -274701.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -275214.687500 Penalty: 789.274109
	Iteration 210Q: 3 clusters Score -275214.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275253.062500 Penalty: 789.274109
	Iteration 211Q: 3 clusters Score -275253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275132.125000 Penalty: 789.274109
	Iteration 212Q: 3 clusters Score -275132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -274802.2 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275208.000000 Penalty: 789.274109
	Iteration 214Q: 3 clusters Score -275208 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275109.218750 Penalty: 789.274109
	Iteration 215Q: 3 clusters Score -275109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275050.500000 Penalty: 789.274109
	Iteration 216Q: 3 clusters Score -275050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275216.250000 Penalty: 789.274109
	Iteration 217Q: 3 clusters Score -275216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -275095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275148.281250 Penalty: 789.274109
	Iteration 219Q: 3 clusters Score -275148.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275257.312500 Penalty: 789.274109
	Iteration 220F: 3 clusters Score -275257.3 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275222.406250 Penalty: 789.274109
	Iteration 221Q: 3 clusters Score -275222.4 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -275236.312500 Penalty: 789.274109
	Iteration 222Q: 3 clusters Score -275236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275216.906250 Penalty: 789.274109
	Iteration 223Q: 3 clusters Score -275216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -274958.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275142.656250 Penalty: 789.274109
	Iteration 225Q: 3 clusters Score -275142.7 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -274999.3 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -275232.1 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275212.156250 Penalty: 789.274109
	Iteration 228Q: 3 clusters Score -275212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275023.093750 Penalty: 789.274109
	Iteration 229Q: 3 clusters Score -275023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275053.437500 Penalty: 789.274109
	Iteration 230Q: 3 clusters Score -275053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -275111.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275204.656250 Penalty: 789.274109
	Iteration 232Q: 3 clusters Score -275204.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -273018.000000 Penalty: 789.274109
	Iteration 233Q: 3 clusters Score -273018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -275208.625000 Penalty: 789.274109
	Iteration 234Q: 3 clusters Score -275208.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -275220.8 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -274598.718750 Penalty: 789.274109
	Iteration 236Q: 3 clusters Score -274598.7 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -274742.375000 Penalty: 789.274109
	Iteration 237Q: 3 clusters Score -274742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -274915.281250 Penalty: 789.274109
	Iteration 238Q: 3 clusters Score -274915.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275082.156250 Penalty: 789.274109
	Iteration 239Q: 3 clusters Score -275082.2 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275180.187500 Penalty: 789.274109
	Iteration 240F: 3 clusters Score -275180.2 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275073.875000 Penalty: 789.274109
	Iteration 241Q: 3 clusters Score -275073.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275220.031250 Penalty: 789.274109
	Iteration 242Q: 3 clusters Score -275220 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -274766.437500 Penalty: 789.274109
	Iteration 243Q: 3 clusters Score -274766.4 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -274661.625000 Penalty: 789.274109
	Iteration 244Q: 3 clusters Score -274661.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -275222.875000 Penalty: 789.274109
	Iteration 245Q: 3 clusters Score -275222.9 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275140.656250 Penalty: 789.274109
	Iteration 246Q: 3 clusters Score -275140.7 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275167.468750 Penalty: 789.274109
	Iteration 247Q: 3 clusters Score -275167.5 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275235.968750 Penalty: 789.274109
	Iteration 248Q: 3 clusters Score -275236 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275095.437500 Penalty: 789.274109
	Iteration 249Q: 3 clusters Score -275095.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -274722.343750 Penalty: 789.274109
	Iteration 250Q: 3 clusters Score -274722.3 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275207.250000 Penalty: 789.274109
	Iteration 251Q: 3 clusters Score -275207.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275229.968750 Penalty: 789.274109
	Iteration 252Q: 3 clusters Score -275230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275127.250000 Penalty: 789.274109
	Iteration 253Q: 3 clusters Score -275127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -273842.937500 Penalty: 789.274109
	Iteration 254Q: 3 clusters Score -273842.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -274993.812500 Penalty: 789.274109
	Iteration 255Q: 3 clusters Score -274993.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -275194.906250 Penalty: 789.274109
	Iteration 256Q: 3 clusters Score -275194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -275220.375000 Penalty: 789.274109
	Iteration 257Q: 3 clusters Score -275220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275208.812500 Penalty: 789.274109
	Iteration 258Q: 3 clusters Score -275208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275045.375000 Penalty: 789.274109
	Iteration 259Q: 3 clusters Score -275045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275210.125000 Penalty: 789.274109
	Iteration 260F: 3 clusters Score -275210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -274866.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -275215.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275232.750000 Penalty: 789.274109
	Iteration 263Q: 3 clusters Score -275232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -273980.406250 Penalty: 789.274109
	Iteration 264Q: 3 clusters Score -273980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -275097.062500 Penalty: 789.274109
	Iteration 265Q: 3 clusters Score -275097.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -275143.406250 Penalty: 789.274109
	Iteration 266Q: 3 clusters Score -275143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275080.500000 Penalty: 789.274109
	Iteration 267Q: 3 clusters Score -275080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275069.281250 Penalty: 789.274109
	Iteration 268Q: 3 clusters Score -275069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275241.312500 Penalty: 789.274109
	Iteration 269Q: 3 clusters Score -275241.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -275035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -274749.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -275249.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275151.531250 Penalty: 789.274109
	Iteration 273Q: 3 clusters Score -275151.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -275194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275259.000000 Penalty: 789.274109
	Iteration 275Q: 3 clusters Score -275259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275116.500000 Penalty: 789.274109
	Iteration 276Q: 3 clusters Score -275116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -273649.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -272929.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -275172.906250 Penalty: 789.274109
	Iteration 279Q: 3 clusters Score -275172.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -275158.843750 Penalty: 789.274109
	Iteration 280F: 3 clusters Score -275158.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -275162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -275161.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275152.687500 Penalty: 789.274109
	Iteration 283Q: 3 clusters Score -275152.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -275206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275130.187500 Penalty: 789.274109
	Iteration 285Q: 3 clusters Score -275130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275145.531250 Penalty: 789.274109
	Iteration 286Q: 3 clusters Score -275145.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -275212.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -275235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -275043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -275150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275032.968750 Penalty: 789.274109
	Iteration 291Q: 3 clusters Score -275033 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -275101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -275120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -275029.8 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -275179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -275074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275250.312500 Penalty: 789.274109
	Iteration 297Q: 3 clusters Score -275250.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -275219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275140.281250 Penalty: 789.274109
	Iteration 299Q: 3 clusters Score -275140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275233.031250 Penalty: 789.274109
	Iteration 300F: 3 clusters Score -275233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -275216.875000 Penalty: 789.274109
	Iteration 301Q: 3 clusters Score -275216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275153.343750 Penalty: 789.274109
	Iteration 302Q: 3 clusters Score -275153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -275053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275242.812500 Penalty: 789.274109
	Iteration 304Q: 3 clusters Score -275242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -274844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275043.437500 Penalty: 789.274109
	Iteration 306Q: 3 clusters Score -275043.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -275210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275190.218750 Penalty: 789.274109
	Iteration 308Q: 3 clusters Score -275190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275223.156250 Penalty: 789.274109
	Iteration 309Q: 3 clusters Score -275223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -275212.406250 Penalty: 789.274109
	Iteration 310Q: 3 clusters Score -275212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -264285.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 312F: 3 clusters Score -274514.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -275114.593750 Penalty: 789.274109
	Iteration 313F: 3 clusters Score -275114.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -275167.031250 Penalty: 789.274109
	Iteration 314Q: 3 clusters Score -275167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -275156.562500 Penalty: 789.274109
	Iteration 315Q: 3 clusters Score -275156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275215.312500 Penalty: 789.274109
	Iteration 316Q: 3 clusters Score -275215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -275190.031250 Penalty: 789.274109
	Iteration 317Q: 3 clusters Score -275190 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275222.375000 Penalty: 789.274109
	Iteration 318Q: 3 clusters Score -275222.4 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275128.156250 Penalty: 789.274109
	Iteration 319Q: 3 clusters Score -275128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275218.500000 Penalty: 789.274109
	Iteration 320F: 3 clusters Score -275218.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -274736.1 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -275219.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -271408.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -275122.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -259169.437500 Penalty: 789.274109
	Iteration 325Q: 3 clusters Score -259169.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -272178.406250 Penalty: 789.274109
	Iteration 326F: 3 clusters Score -272178.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -274977.500000 Penalty: 789.274109
	Iteration 327F: 3 clusters Score -274977.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -275065.625000 Penalty: 789.274109
	Iteration 328Q: 3 clusters Score -275065.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -275138.781250 Penalty: 789.274109
	Iteration 329Q: 3 clusters Score -275138.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -274994.406250 Penalty: 789.274109
	Iteration 330Q: 3 clusters Score -274994.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -274988.281250 Penalty: 789.274109
	Iteration 331Q: 3 clusters Score -274988.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -275090.968750 Penalty: 789.274109
	Iteration 332Q: 3 clusters Score -275091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -275084.187500 Penalty: 789.274109
	Iteration 333Q: 3 clusters Score -275084.2 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275138.812500 Penalty: 789.274109
	Iteration 334Q: 3 clusters Score -275138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -275080.781250 Penalty: 789.274109
	Iteration 335Q: 3 clusters Score -275080.8 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275185.937500 Penalty: 789.274109
	Iteration 336Q: 3 clusters Score -275185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275174.687500 Penalty: 789.274109
	Iteration 337Q: 3 clusters Score -275174.7 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275093.937500 Penalty: 789.274109
	Iteration 338Q: 3 clusters Score -275093.9 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -274884.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -275077.312500 Penalty: 789.274109
	Iteration 340F: 3 clusters Score -275077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -275203.656250 Penalty: 789.274109
	Iteration 341Q: 3 clusters Score -275203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -275249.7 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -275156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -274969.968750 Penalty: 789.274109
	Iteration 344Q: 3 clusters Score -274970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -274765.593750 Penalty: 789.274109
	Iteration 345Q: 3 clusters Score -274765.6 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -275144.281250 Penalty: 789.274109
	Iteration 346Q: 3 clusters Score -275144.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -275204.281250 Penalty: 789.274109
	Iteration 347Q: 3 clusters Score -275204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275108.781250 Penalty: 789.274109
	Iteration 348Q: 3 clusters Score -275108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -275227.468750 Penalty: 789.274109
	Iteration 349Q: 3 clusters Score -275227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -274645.750000 Penalty: 789.274109
	Iteration 350Q: 3 clusters Score -274645.8 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275178.156250 Penalty: 789.274109
	Iteration 351Q: 3 clusters Score -275178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275138.843750 Penalty: 789.274109
	Iteration 352Q: 3 clusters Score -275138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -275176.500000 Penalty: 789.274109
	Iteration 353Q: 3 clusters Score -275176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -275101.562500 Penalty: 789.274109
	Iteration 354Q: 3 clusters Score -275101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275165.718750 Penalty: 789.274109
	Iteration 355Q: 3 clusters Score -275165.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275246.281250 Penalty: 789.274109
	Iteration 356Q: 3 clusters Score -275246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275032.718750 Penalty: 789.274109
	Iteration 357Q: 3 clusters Score -275032.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275168.531250 Penalty: 789.274109
	Iteration 358Q: 3 clusters Score -275168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -274768.562500 Penalty: 789.274109
	Iteration 359Q: 3 clusters Score -274768.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -275219.156250 Penalty: 789.274109
	Iteration 360F: 3 clusters Score -275219.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -274788.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -275133.906250 Penalty: 789.274109
	Iteration 362Q: 3 clusters Score -275133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275059.500000 Penalty: 789.274109
	Iteration 363Q: 3 clusters Score -275059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275106.562500 Penalty: 789.274109
	Iteration 364Q: 3 clusters Score -275106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -275232.093750 Penalty: 789.274109
	Iteration 365Q: 3 clusters Score -275232.1 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275202.375000 Penalty: 789.274109
	Iteration 366Q: 3 clusters Score -275202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -274867.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275176.437500 Penalty: 789.274109
	Iteration 368Q: 3 clusters Score -275176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -274548.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -275246.125000 Penalty: 789.274109
	Iteration 370Q: 3 clusters Score -275246.1 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -274262.687500 Penalty: 789.274109
	Iteration 371Q: 3 clusters Score -274262.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -275142.312500 Penalty: 789.274109
	Iteration 372Q: 3 clusters Score -275142.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -274821.593750 Penalty: 789.274109
	Iteration 373Q: 3 clusters Score -274821.6 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -275146.375000 Penalty: 789.274109
	Iteration 374Q: 3 clusters Score -275146.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275223.718750 Penalty: 789.274109
	Iteration 375Q: 3 clusters Score -275223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -274581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -275177.718750 Penalty: 789.274109
	Iteration 377Q: 3 clusters Score -275177.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275192.281250 Penalty: 789.274109
	Iteration 378Q: 3 clusters Score -275192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -275231.843750 Penalty: 789.274109
	Iteration 379Q: 3 clusters Score -275231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274938.062500 Penalty: 789.274109
	Iteration 380F: 3 clusters Score -274938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275202.062500 Penalty: 789.274109
	Iteration 381Q: 3 clusters Score -275202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -275077.7 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275252.687500 Penalty: 789.274109
	Iteration 383Q: 3 clusters Score -275252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275108.718750 Penalty: 789.274109
	Iteration 384Q: 3 clusters Score -275108.7 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275195.218750 Penalty: 789.274109
	Iteration 385Q: 3 clusters Score -275195.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -275023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -275255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275120.312500 Penalty: 789.274109
	Iteration 388Q: 3 clusters Score -275120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -274251.468750 Penalty: 789.274109
	Iteration 389Q: 3 clusters Score -274251.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -275182.625000 Penalty: 789.274109
	Iteration 390Q: 3 clusters Score -275182.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -274881.750000 Penalty: 789.274109
	Iteration 391Q: 3 clusters Score -274881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -275148.875000 Penalty: 789.274109
	Iteration 392Q: 3 clusters Score -275148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275130.468750 Penalty: 789.274109
	Iteration 393Q: 3 clusters Score -275130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275121.937500 Penalty: 789.274109
	Iteration 394Q: 3 clusters Score -275121.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275035.437500 Penalty: 789.274109
	Iteration 395Q: 3 clusters Score -275035.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275213.812500 Penalty: 789.274109
	Iteration 396Q: 3 clusters Score -275213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275045.031250 Penalty: 789.274109
	Iteration 397Q: 3 clusters Score -275045 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275223.156250 Penalty: 789.274109
	Iteration 398Q: 3 clusters Score -275223.2 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275111.562500 Penalty: 789.274109
	Iteration 399Q: 3 clusters Score -275111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -274989.406250 Penalty: 789.274109
	Iteration 400F: 3 clusters Score -274989.4 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275206.875000 Penalty: 789.274109
	Iteration 401Q: 3 clusters Score -275206.9 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275103.937500 Penalty: 789.274109
	Iteration 402Q: 3 clusters Score -275103.9 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275164.093750 Penalty: 789.274109
	Iteration 403Q: 3 clusters Score -275164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275203.500000 Penalty: 789.274109
	Iteration 404Q: 3 clusters Score -275203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -274809.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -275223.093750 Penalty: 789.274109
	Iteration 406Q: 3 clusters Score -275223.1 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -275108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275171.187500 Penalty: 789.274109
	Iteration 408Q: 3 clusters Score -275171.2 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275231.781250 Penalty: 789.274109
	Iteration 409Q: 3 clusters Score -275231.8 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -274750.2 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -271955.343750 Penalty: 789.274109
	Iteration 411Q: 3 clusters Score -271955.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -274813.187500 Penalty: 789.274109
	Iteration 412Q: 3 clusters Score -274813.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -275075.500000 Penalty: 789.274109
	Iteration 413Q: 3 clusters Score -275075.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275019.843750 Penalty: 789.274109
	Iteration 414Q: 3 clusters Score -275019.8 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -274457.000000 Penalty: 789.274109
	Iteration 415Q: 3 clusters Score -274457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -274945.406250 Penalty: 789.274109
	Iteration 416Q: 3 clusters Score -274945.4 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275128.718750 Penalty: 789.274109
	Iteration 417Q: 3 clusters Score -275128.7 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275160.281250 Penalty: 789.274109
	Iteration 418Q: 3 clusters Score -275160.3 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -274578.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -272600.843750 Penalty: 789.274109
	Iteration 420F: 3 clusters Score -272600.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -275181.625000 Penalty: 789.274109
	Iteration 421Q: 3 clusters Score -275181.6 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -275168.906250 Penalty: 789.274109
	Iteration 422Q: 3 clusters Score -275168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -274980.125000 Penalty: 789.274109
	Iteration 423Q: 3 clusters Score -274980.1 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -275164.6 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -275176.2 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -275170 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275133.156250 Penalty: 789.274109
	Iteration 427Q: 3 clusters Score -275133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -275113.156250 Penalty: 789.274109
	Iteration 428Q: 3 clusters Score -275113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -275202.656250 Penalty: 789.274109
	Iteration 429Q: 3 clusters Score -275202.7 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -275093.281250 Penalty: 789.274109
	Iteration 430Q: 3 clusters Score -275093.3 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -273440.437500 Penalty: 789.274109
	Iteration 431Q: 3 clusters Score -273440.4 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -273060.3 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -274849.437500 Penalty: 789.274109
	Iteration 433Q: 3 clusters Score -274849.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -275092.968750 Penalty: 789.274109
	Iteration 434Q: 3 clusters Score -275093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -274798.250000 Penalty: 789.274109
	Iteration 435Q: 3 clusters Score -274798.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -275166.312500 Penalty: 789.274109
	Iteration 436Q: 3 clusters Score -275166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -275189.875000 Penalty: 789.274109
	Iteration 437Q: 3 clusters Score -275189.9 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -274988.9 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -274897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -274107.375000 Penalty: 789.274109
	Iteration 440F: 3 clusters Score -274107.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -275176.656250 Penalty: 789.274109
	Iteration 441Q: 3 clusters Score -275176.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275185.156250 Penalty: 789.274109
	Iteration 442Q: 3 clusters Score -275185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -274543.343750 Penalty: 789.274109
	Iteration 443Q: 3 clusters Score -274543.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -275174.906250 Penalty: 789.274109
	Iteration 444Q: 3 clusters Score -275174.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -274702.718750 Penalty: 789.274109
	Iteration 445Q: 3 clusters Score -274702.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -274190.625000 Penalty: 789.274109
	Iteration 446Q: 3 clusters Score -274190.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -275160.625000 Penalty: 789.274109
	Iteration 447Q: 3 clusters Score -275160.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -275005.593750 Penalty: 789.274109
	Iteration 448Q: 3 clusters Score -275005.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -275205.187500 Penalty: 789.274109
	Iteration 449Q: 3 clusters Score -275205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -275136.750000 Penalty: 789.274109
	Iteration 450Q: 3 clusters Score -275136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -275204.218750 Penalty: 789.274109
	Iteration 451Q: 3 clusters Score -275204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -274993.687500 Penalty: 789.274109
	Iteration 452Q: 3 clusters Score -274993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275066.906250 Penalty: 789.274109
	Iteration 453Q: 3 clusters Score -275066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -275018.625000 Penalty: 789.274109
	Iteration 454Q: 3 clusters Score -275018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -275194.156250 Penalty: 789.274109
	Iteration 455Q: 3 clusters Score -275194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275186.531250 Penalty: 789.274109
	Iteration 456Q: 3 clusters Score -275186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275158.156250 Penalty: 789.274109
	Iteration 457Q: 3 clusters Score -275158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -274198.812500 Penalty: 789.274109
	Iteration 458Q: 3 clusters Score -274198.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -273339.781250 Penalty: 789.274109
	Iteration 459Q: 3 clusters Score -273339.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -274480.531250 Penalty: 789.274109
	Iteration 460F: 3 clusters Score -274480.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -275196.687500 Penalty: 789.274109
	Iteration 461Q: 3 clusters Score -275196.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -275210.468750 Penalty: 789.274109
	Iteration 462Q: 3 clusters Score -275210.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -275234.718750 Penalty: 789.274109
	Iteration 463Q: 3 clusters Score -275234.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -275204.625000 Penalty: 789.274109
	Iteration 464Q: 3 clusters Score -275204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -275027.937500 Penalty: 789.274109
	Iteration 465Q: 3 clusters Score -275027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -275126.312500 Penalty: 789.274109
	Iteration 466Q: 3 clusters Score -275126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275231.437500 Penalty: 789.274109
	Iteration 467Q: 3 clusters Score -275231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275226.968750 Penalty: 789.274109
	Iteration 468Q: 3 clusters Score -275227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275227.437500 Penalty: 789.274109
	Iteration 469Q: 3 clusters Score -275227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -275176.625000 Penalty: 789.274109
	Iteration 470Q: 3 clusters Score -275176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -275227.750000 Penalty: 789.274109
	Iteration 471Q: 3 clusters Score -275227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275185.187500 Penalty: 789.274109
	Iteration 472Q: 3 clusters Score -275185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275081.937500 Penalty: 789.274109
	Iteration 473Q: 3 clusters Score -275081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275247.468750 Penalty: 789.274109
	Iteration 474Q: 3 clusters Score -275247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -275159.562500 Penalty: 789.274109
	Iteration 475Q: 3 clusters Score -275159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275092.156250 Penalty: 789.274109
	Iteration 476Q: 3 clusters Score -275092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -275023.781250 Penalty: 789.274109
	Iteration 477Q: 3 clusters Score -275023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -275140.156250 Penalty: 789.274109
	Iteration 478Q: 3 clusters Score -275140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275137.593750 Penalty: 789.274109
	Iteration 479Q: 3 clusters Score -275137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275176.093750 Penalty: 789.274109
	Iteration 480F: 3 clusters Score -275176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275049.500000 Penalty: 789.274109
	Iteration 481Q: 3 clusters Score -275049.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -275154.875000 Penalty: 789.274109
	Iteration 482Q: 3 clusters Score -275154.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275042.437500 Penalty: 789.274109
	Iteration 483Q: 3 clusters Score -275042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -275233.687500 Penalty: 789.274109
	Iteration 484Q: 3 clusters Score -275233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275064.031250 Penalty: 789.274109
	Iteration 485Q: 3 clusters Score -275064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -275149.531250 Penalty: 789.274109
	Iteration 486Q: 3 clusters Score -275149.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -275198.968750 Penalty: 789.274109
	Iteration 487Q: 3 clusters Score -275199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -275256.468750 Penalty: 789.274109
	Iteration 488Q: 3 clusters Score -275256.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -275260.437500 Penalty: 789.274109
	Iteration 489Q: 3 clusters Score -275260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -275146.343750 Penalty: 789.274109
	Iteration 490Q: 3 clusters Score -275146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -275064.718750 Penalty: 789.274109
	Iteration 491Q: 3 clusters Score -275064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -275231.656250 Penalty: 789.274109
	Iteration 492Q: 3 clusters Score -275231.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -275114.843750 Penalty: 789.274109
	Iteration 493Q: 3 clusters Score -275114.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275228.156250 Penalty: 789.274109
	Iteration 494Q: 3 clusters Score -275228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -274991.312500 Penalty: 789.274109
	Iteration 495Q: 3 clusters Score -274991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -274905.968750 Penalty: 789.274109
	Iteration 496Q: 3 clusters Score -274906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -275192.093750 Penalty: 789.274109
	Iteration 497Q: 3 clusters Score -275192.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -274954.687500 Penalty: 789.274109
	Iteration 498Q: 3 clusters Score -274954.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275222.500000 Penalty: 789.274109
	Iteration 499Q: 3 clusters Score -275222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -275197.937500 Penalty: 789.274109
	Iteration 500F: 3 clusters Score -275197.9 nChanged 7
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 257219 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Entering Unmasked Estep 
Score: -58081604.000000 Penalty: 14475.226562
Splitting cluster 9 changes total score from -58044196.000000 to -58081604.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (257219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257219 members 
Entering Unmasked Estep 
Score: -15278743.000000 Penalty: 566.824585
	Iteration 0F: 2 clusters Score -1.527874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -15167157.000000 Penalty: 1133.649170
	Iteration 0F: 3 clusters Score -1.516716e+07 nChanged 126628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -15244455.000000 Penalty: 1133.649170
	Iteration 1F: 3 clusters Score -1.524446e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -15246810.000000 Penalty: 1133.649170
	Iteration 2Q: 3 clusters Score -1.524681e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -15250445.000000 Penalty: 1133.649170
	Iteration 3Q: 3 clusters Score -1.525044e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 131445 members 
Entering Unmasked Estep 
Score: -15255256.000000 Penalty: 1133.649170
	Iteration 4F: 3 clusters Score -1.525526e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -15261916.000000 Penalty: 1133.649170
	Iteration 5F: 3 clusters Score -1.526192e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -15270694.000000 Penalty: 1133.649170
	Iteration 6F: 3 clusters Score -1.527069e+07 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -15279822.000000 Penalty: 1133.649170
	Iteration 7F: 3 clusters Score -1.527982e+07 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -15287101.000000 Penalty: 1133.649170
	Iteration 8F: 3 clusters Score -1.52871e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -15292316.000000 Penalty: 1133.649170
	Iteration 9F: 3 clusters Score -1.529232e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 167980 members 
Entering Unmasked Estep 
Score: -15294182.000000 Penalty: 1133.649170
	Iteration 10Q: 3 clusters Score -1.529418e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -15294446.000000 Penalty: 1133.649170
	Iteration 11Q: 3 clusters Score -1.529445e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 171346 members 
Entering Unmasked Estep 
Score: -15293880.000000 Penalty: 1133.649170
	Iteration 12Q: 3 clusters Score -1.529388e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 171967 members 
Entering Unmasked Estep 
Score: -15293280.000000 Penalty: 1133.649170
	Iteration 13Q: 3 clusters Score -1.529328e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 172004 members 
Entering Unmasked Estep 
Score: -15292878.000000 Penalty: 1133.649170
	Iteration 14Q: 3 clusters Score -1.529288e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -15292631.000000 Penalty: 1133.649170
	Iteration 15Q: 3 clusters Score -1.529263e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -15292479.000000 Penalty: 1133.649170
	Iteration 16Q: 3 clusters Score -1.529248e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -15292504.000000 Penalty: 1133.649170
	Iteration 17Q: 3 clusters Score -1.52925e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -15292531.000000 Penalty: 1133.649170
	Iteration 18Q: 3 clusters Score -1.529253e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -15292436.000000 Penalty: 1133.649170
	Iteration 19Q: 3 clusters Score -1.529244e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -15292718.000000 Penalty: 1133.649170
	Iteration 20F: 3 clusters Score -1.529272e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -15293010.000000 Penalty: 1133.649170
	Iteration 21Q: 3 clusters Score -1.529301e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -15293341.000000 Penalty: 1133.649170
	Iteration 22Q: 3 clusters Score -1.529334e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -15293672.000000 Penalty: 1133.649170
	Iteration 23Q: 3 clusters Score -1.529367e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -15293796.000000 Penalty: 1133.649170
	Iteration 24Q: 3 clusters Score -1.52938e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -15293964.000000 Penalty: 1133.649170
	Iteration 25Q: 3 clusters Score -1.529396e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112272 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -15294211.000000 Penalty: 1133.649170
	Iteration 26Q: 3 clusters Score -1.529421e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -15294195.000000 Penalty: 1133.649170
	Iteration 27Q: 3 clusters Score -1.52942e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 130185 members 
Entering Unmasked Estep 
Score: -15293381.000000 Penalty: 1133.649170
	Iteration 28Q: 3 clusters Score -1.529338e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139278 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -15292318.000000 Penalty: 1133.649170
	Iteration 29Q: 3 clusters Score -1.529232e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -15290978.000000 Penalty: 1133.649170
	Iteration 30F: 3 clusters Score -1.529098e+07 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -15289199.000000 Penalty: 1133.649170
	Iteration 31F: 3 clusters Score -1.52892e+07 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -15291234.000000 Penalty: 1133.649170
	Iteration 32F: 3 clusters Score -1.529123e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196475 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -15292811.000000 Penalty: 1133.649170
	Iteration 33F: 3 clusters Score -1.529281e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209849 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -15293018.000000 Penalty: 1133.649170
	Iteration 34F: 3 clusters Score -1.529302e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222220 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -15290266.000000 Penalty: 1133.649170
	Iteration 35F: 3 clusters Score -1.529027e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233802 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -15285803.000000 Penalty: 1133.649170
	Iteration 36Q: 3 clusters Score -1.52858e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242515 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -15283264.000000 Penalty: 1133.649170
	Iteration 37Q: 3 clusters Score -1.528326e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248089 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -15281624.000000 Penalty: 1133.649170
	Iteration 38Q: 3 clusters Score -1.528162e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251452 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -15280320.000000 Penalty: 1133.649170
	Iteration 39Q: 3 clusters Score -1.528032e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253447 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -15279712.000000 Penalty: 1133.649170
	Iteration 40F: 3 clusters Score -1.527971e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254666 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -15279361.000000 Penalty: 1133.649170
	Iteration 41Q: 3 clusters Score -1.527936e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255399 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15279140.000000 Penalty: 1133.649170
	Iteration 42Q: 3 clusters Score -1.527914e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255802 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15279085.000000 Penalty: 1133.649170
	Iteration 43Q: 3 clusters Score -1.527908e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256040 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15279016.000000 Penalty: 1133.649170
	Iteration 44Q: 3 clusters Score -1.527902e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256200 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15278978.000000 Penalty: 1133.649170
	Iteration 45Q: 3 clusters Score -1.527898e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256306 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15278970.000000 Penalty: 1133.649170
	Iteration 46Q: 3 clusters Score -1.527897e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256394 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15279002.000000 Penalty: 1133.649170
	Iteration 47Q: 3 clusters Score -1.5279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256464 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15279031.000000 Penalty: 1133.649170
	Iteration 48Q: 3 clusters Score -1.527903e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256501 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15279040.000000 Penalty: 1133.649170
	Iteration 49Q: 3 clusters Score -1.527904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15279058.000000 Penalty: 1133.649170
	Iteration 50Q: 3 clusters Score -1.527906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256561 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -15279076.000000 Penalty: 1133.649170
	Iteration 51Q: 3 clusters Score -1.527908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15279077.000000 Penalty: 1133.649170
	Iteration 52Q: 3 clusters Score -1.527908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15279074.000000 Penalty: 1133.649170
	Iteration 53Q: 3 clusters Score -1.527907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15279072.000000 Penalty: 1133.649170
	Iteration 54Q: 3 clusters Score -1.527907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256641 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15279051.000000 Penalty: 1133.649170
	Iteration 55Q: 3 clusters Score -1.527905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256652 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15279044.000000 Penalty: 1133.649170
	Iteration 56Q: 3 clusters Score -1.527904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15279051.000000 Penalty: 1133.649170
	Iteration 57Q: 3 clusters Score -1.527905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256665 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15279030.000000 Penalty: 1133.649170
	Iteration 58Q: 3 clusters Score -1.527903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256663 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15279029.000000 Penalty: 1133.649170
	Iteration 59Q: 3 clusters Score -1.527903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256664 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15279062.000000 Penalty: 1133.649170
	Iteration 60F: 3 clusters Score -1.527906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15279101.000000 Penalty: 1133.649170
	Iteration 61Q: 3 clusters Score -1.52791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256651 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15279113.000000 Penalty: 1133.649170
	Iteration 62Q: 3 clusters Score -1.527911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256651 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15279125.000000 Penalty: 1133.649170
	Iteration 63Q: 3 clusters Score -1.527912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15279130.000000 Penalty: 1133.649170
	Iteration 64Q: 3 clusters Score -1.527913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15279105.000000 Penalty: 1133.649170
	Iteration 65Q: 3 clusters Score -1.52791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15279099.000000 Penalty: 1133.649170
	Iteration 66Q: 3 clusters Score -1.52791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15279098.000000 Penalty: 1133.649170
	Iteration 67Q: 3 clusters Score -1.52791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256656 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15279099.000000 Penalty: 1133.649170
	Iteration 68Q: 3 clusters Score -1.52791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15279094.000000 Penalty: 1133.649170
	Iteration 69Q: 3 clusters Score -1.527909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15279094.000000 Penalty: 1133.649170
	Iteration 70F: 3 clusters Score -1.527909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 560 members 
Entering Unmasked Estep 
Score: -58081756.000000 Penalty: 15104.583984
Splitting cluster 11 changes total score from -58044196.000000 to -58081756.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (166611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Entering Unmasked Estep 
Score: -9756877.000000 Penalty: 547.065491
	Iteration 0F: 2 clusters Score -9756877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -9645047.000000 Penalty: 1094.130981
	Iteration 0F: 3 clusters Score -9645047 nChanged 82095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -9699107.000000 Penalty: 1094.130981
	Iteration 1F: 3 clusters Score -9699107 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -9705823.000000 Penalty: 1094.130981
	Iteration 2F: 3 clusters Score -9705823 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -9716326.000000 Penalty: 1094.130981
	Iteration 3F: 3 clusters Score -9716326 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -9727956.000000 Penalty: 1094.130981
	Iteration 4F: 3 clusters Score -9727956 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -9736051.000000 Penalty: 1094.130981
	Iteration 5F: 3 clusters Score -9736051 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -9740018.000000 Penalty: 1094.130981
	Iteration 6Q: 3 clusters Score -9740018 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -9741986.000000 Penalty: 1094.130981
	Iteration 7Q: 3 clusters Score -9741986 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -9743575.000000 Penalty: 1094.130981
	Iteration 8Q: 3 clusters Score -9743575 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 139586 members 
Entering Unmasked Estep 
Score: -9745019.000000 Penalty: 1094.130981
	Iteration 9Q: 3 clusters Score -9745019 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -9746395.000000 Penalty: 1094.130981
	Iteration 10Q: 3 clusters Score -9746395 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -9747941.000000 Penalty: 1094.130981
	Iteration 11Q: 3 clusters Score -9747941 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 150897 members 
Entering Unmasked Estep 
Score: -9749584.000000 Penalty: 1094.130981
	Iteration 12Q: 3 clusters Score -9749584 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 154217 members 
Entering Unmasked Estep 
Score: -9751139.000000 Penalty: 1094.130981
	Iteration 13Q: 3 clusters Score -9751139 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -9752718.000000 Penalty: 1094.130981
	Iteration 14Q: 3 clusters Score -9752718 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -9754039.000000 Penalty: 1094.130981
	Iteration 15Q: 3 clusters Score -9754039 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -9755155.000000 Penalty: 1094.130981
	Iteration 16Q: 3 clusters Score -9755155 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -9755997.000000 Penalty: 1094.130981
	Iteration 17Q: 3 clusters Score -9755997 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -9756482.000000 Penalty: 1094.130981
	Iteration 18Q: 3 clusters Score -9756482 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -9756801.000000 Penalty: 1094.130981
	Iteration 19Q: 3 clusters Score -9756801 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -9756924.000000 Penalty: 1094.130981
	Iteration 20F: 3 clusters Score -9756924 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -9757014.000000 Penalty: 1094.130981
	Iteration 21Q: 3 clusters Score -9757014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -9757060.000000 Penalty: 1094.130981
	Iteration 22Q: 3 clusters Score -9757060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -9757128.000000 Penalty: 1094.130981
	Iteration 23Q: 3 clusters Score -9757128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -9757150.000000 Penalty: 1094.130981
	Iteration 24Q: 3 clusters Score -9757150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -9757137.000000 Penalty: 1094.130981
	Iteration 25Q: 3 clusters Score -9757137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -9757139.000000 Penalty: 1094.130981
	Iteration 26Q: 3 clusters Score -9757139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -9757139.000000 Penalty: 1094.130981
	Iteration 27Q: 3 clusters Score -9757139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -9757142.000000 Penalty: 1094.130981
	Iteration 28Q: 3 clusters Score -9757142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -9757148.000000 Penalty: 1094.130981
	Iteration 29Q: 3 clusters Score -9757148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -9757153.000000 Penalty: 1094.130981
	Iteration 30Q: 3 clusters Score -9757153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -9757163.000000 Penalty: 1094.130981
	Iteration 31Q: 3 clusters Score -9757163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -9757166.000000 Penalty: 1094.130981
	Iteration 32Q: 3 clusters Score -9757166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -9757168.000000 Penalty: 1094.130981
	Iteration 33Q: 3 clusters Score -9757168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -9757164.000000 Penalty: 1094.130981
	Iteration 34Q: 3 clusters Score -9757164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -9757160.000000 Penalty: 1094.130981
	Iteration 35Q: 3 clusters Score -9757160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -9757166.000000 Penalty: 1094.130981
	Iteration 36Q: 3 clusters Score -9757166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -9757163.000000 Penalty: 1094.130981
	Iteration 37Q: 3 clusters Score -9757163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -9757158.000000 Penalty: 1094.130981
	Iteration 38Q: 3 clusters Score -9757158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -9757156.000000 Penalty: 1094.130981
	Iteration 39Q: 3 clusters Score -9757156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -9757159.000000 Penalty: 1094.130981
	Iteration 40F: 3 clusters Score -9757159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -9757155.000000 Penalty: 1094.130981
	Iteration 41Q: 3 clusters Score -9757155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -9757160.000000 Penalty: 1094.130981
	Iteration 42Q: 3 clusters Score -9757160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -9757160.000000 Penalty: 1094.130981
	Iteration 43Q: 3 clusters Score -9757160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -9757160.000000 Penalty: 1094.130981
	Iteration 44Q: 3 clusters Score -9757160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 165665 members 
Entering Unmasked Estep 
Score: -9757159.000000 Penalty: 1094.130981
	Iteration 45Q: 3 clusters Score -9757159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -9757155.000000 Penalty: 1094.130981
	Iteration 46Q: 3 clusters Score -9757155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -9757152.000000 Penalty: 1094.130981
	Iteration 47Q: 3 clusters Score -9757152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -9757152.000000 Penalty: 1094.130981
	Iteration 48F: 3 clusters Score -9757152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 165670 members 
Entering Unmasked Estep 
Score: -58081872.000000 Penalty: 15733.942383
Splitting cluster 12 changes total score from -58044196.000000 to -58081872.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (18411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Entering Unmasked Estep 
Score: -1111716.625000 Penalty: 446.842010
	Iteration 0F: 2 clusters Score -1111717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1099442.125000 Penalty: 893.684021
	Iteration 0F: 3 clusters Score -1099442 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1104978.000000 Penalty: 893.684021
	Iteration 1F: 3 clusters Score -1104978 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1105802.000000 Penalty: 893.684021
	Iteration 2F: 3 clusters Score -1105802 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1106983.625000 Penalty: 893.684021
	Iteration 3F: 3 clusters Score -1106984 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1108220.375000 Penalty: 893.684021
	Iteration 4F: 3 clusters Score -1108220 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1109009.000000 Penalty: 893.684021
	Iteration 5F: 3 clusters Score -1109009 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1109306.375000 Penalty: 893.684021
	Iteration 6Q: 3 clusters Score -1109306 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1109417.750000 Penalty: 893.684021
	Iteration 7Q: 3 clusters Score -1109418 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1109479.000000 Penalty: 893.684021
	Iteration 8Q: 3 clusters Score -1109479 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1109532.500000 Penalty: 893.684021
	Iteration 9Q: 3 clusters Score -1109532 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1109575.000000 Penalty: 893.684021
	Iteration 10Q: 3 clusters Score -1109575 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1109609.375000 Penalty: 893.684021
	Iteration 11Q: 3 clusters Score -1109609 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1109630.625000 Penalty: 893.684021
	Iteration 12Q: 3 clusters Score -1109631 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1109649.500000 Penalty: 893.684021
	Iteration 13Q: 3 clusters Score -1109650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1109670.750000 Penalty: 893.684021
	Iteration 14Q: 3 clusters Score -1109671 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1109680.000000 Penalty: 893.684021
	Iteration 15Q: 3 clusters Score -1109680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1109694.750000 Penalty: 893.684021
	Iteration 16Q: 3 clusters Score -1109695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1109709.500000 Penalty: 893.684021
	Iteration 17Q: 3 clusters Score -1109710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1109724.750000 Penalty: 893.684021
	Iteration 18Q: 3 clusters Score -1109725 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1109736.500000 Penalty: 893.684021
	Iteration 19Q: 3 clusters Score -1109736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1109756.250000 Penalty: 893.684021
	Iteration 20F: 3 clusters Score -1109756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1109769.875000 Penalty: 893.684021
	Iteration 21Q: 3 clusters Score -1109770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1109775.625000 Penalty: 893.684021
	Iteration 22Q: 3 clusters Score -1109776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1109783.625000 Penalty: 893.684021
	Iteration 23Q: 3 clusters Score -1109784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1109795.500000 Penalty: 893.684021
	Iteration 24Q: 3 clusters Score -1109796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1109797.250000 Penalty: 893.684021
	Iteration 25Q: 3 clusters Score -1109797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1109808.125000 Penalty: 893.684021
	Iteration 26Q: 3 clusters Score -1109808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1109812.250000 Penalty: 893.684021
	Iteration 27Q: 3 clusters Score -1109812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1109818.375000 Penalty: 893.684021
	Iteration 28Q: 3 clusters Score -1109818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1109828.750000 Penalty: 893.684021
	Iteration 29Q: 3 clusters Score -1109829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1109831.500000 Penalty: 893.684021
	Iteration 30Q: 3 clusters Score -1109832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1109836.125000 Penalty: 893.684021
	Iteration 31Q: 3 clusters Score -1109836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1109834.125000 Penalty: 893.684021
	Iteration 32Q: 3 clusters Score -1109834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1109839.375000 Penalty: 893.684021
	Iteration 33Q: 3 clusters Score -1109839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1109841.875000 Penalty: 893.684021
	Iteration 34Q: 3 clusters Score -1109842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1109842.750000 Penalty: 893.684021
	Iteration 35Q: 3 clusters Score -1109843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1109843.125000 Penalty: 893.684021
	Iteration 36Q: 3 clusters Score -1109843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1109845.500000 Penalty: 893.684021
	Iteration 37Q: 3 clusters Score -1109846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1109848.625000 Penalty: 893.684021
	Iteration 38Q: 3 clusters Score -1109849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1109854.750000 Penalty: 893.684021
	Iteration 39Q: 3 clusters Score -1109855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1109857.125000 Penalty: 893.684021
	Iteration 40F: 3 clusters Score -1109857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1109869.250000 Penalty: 893.684021
	Iteration 41Q: 3 clusters Score -1109869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1109873.875000 Penalty: 893.684021
	Iteration 42Q: 3 clusters Score -1109874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1109882.625000 Penalty: 893.684021
	Iteration 43Q: 3 clusters Score -1109883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1109888.875000 Penalty: 893.684021
	Iteration 44Q: 3 clusters Score -1109889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1109896.250000 Penalty: 893.684021
	Iteration 45Q: 3 clusters Score -1109896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1109902.250000 Penalty: 893.684021
	Iteration 46Q: 3 clusters Score -1109902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1109908.875000 Penalty: 893.684021
	Iteration 47Q: 3 clusters Score -1109909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1109917.000000 Penalty: 893.684021
	Iteration 48Q: 3 clusters Score -1109917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1109921.625000 Penalty: 893.684021
	Iteration 49Q: 3 clusters Score -1109922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1109925.250000 Penalty: 893.684021
	Iteration 50Q: 3 clusters Score -1109925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1109933.875000 Penalty: 893.684021
	Iteration 51Q: 3 clusters Score -1109934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1109947.125000 Penalty: 893.684021
	Iteration 52Q: 3 clusters Score -1109947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1109960.875000 Penalty: 893.684021
	Iteration 53Q: 3 clusters Score -1109961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1109970.000000 Penalty: 893.684021
	Iteration 54Q: 3 clusters Score -1109970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1109979.625000 Penalty: 893.684021
	Iteration 55Q: 3 clusters Score -1109980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1109996.625000 Penalty: 893.684021
	Iteration 56Q: 3 clusters Score -1109997 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1110002.750000 Penalty: 893.684021
	Iteration 57Q: 3 clusters Score -1110003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1110028.500000 Penalty: 893.684021
	Iteration 58Q: 3 clusters Score -1110028 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1110047.375000 Penalty: 893.684021
	Iteration 59Q: 3 clusters Score -1110047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1110068.375000 Penalty: 893.684021
	Iteration 60F: 3 clusters Score -1110068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1110087.625000 Penalty: 893.684021
	Iteration 61Q: 3 clusters Score -1110088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1110115.875000 Penalty: 893.684021
	Iteration 62Q: 3 clusters Score -1110116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1110147.750000 Penalty: 893.684021
	Iteration 63Q: 3 clusters Score -1110148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1110189.000000 Penalty: 893.684021
	Iteration 64Q: 3 clusters Score -1110189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1110219.500000 Penalty: 893.684021
	Iteration 65Q: 3 clusters Score -1110220 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1110263.000000 Penalty: 893.684021
	Iteration 66Q: 3 clusters Score -1110263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1110313.125000 Penalty: 893.684021
	Iteration 67Q: 3 clusters Score -1110313 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1110359.250000 Penalty: 893.684021
	Iteration 68Q: 3 clusters Score -1110359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1110412.000000 Penalty: 893.684021
	Iteration 69Q: 3 clusters Score -1110412 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1110463.000000 Penalty: 893.684021
	Iteration 70Q: 3 clusters Score -1110463 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1110519.125000 Penalty: 893.684021
	Iteration 71Q: 3 clusters Score -1110519 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1110564.750000 Penalty: 893.684021
	Iteration 72Q: 3 clusters Score -1110565 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1110616.500000 Penalty: 893.684021
	Iteration 73Q: 3 clusters Score -1110616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1110673.125000 Penalty: 893.684021
	Iteration 74Q: 3 clusters Score -1110673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1110727.000000 Penalty: 893.684021
	Iteration 75Q: 3 clusters Score -1110727 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1110790.750000 Penalty: 893.684021
	Iteration 76Q: 3 clusters Score -1110791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1110847.875000 Penalty: 893.684021
	Iteration 77Q: 3 clusters Score -1110848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1110900.375000 Penalty: 893.684021
	Iteration 78Q: 3 clusters Score -1110900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1110954.875000 Penalty: 893.684021
	Iteration 79Q: 3 clusters Score -1110955 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1111007.250000 Penalty: 893.684021
	Iteration 80F: 3 clusters Score -1111007 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1111063.250000 Penalty: 893.684021
	Iteration 81Q: 3 clusters Score -1111063 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1111097.375000 Penalty: 893.684021
	Iteration 82Q: 3 clusters Score -1111097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1111126.000000 Penalty: 893.684021
	Iteration 83Q: 3 clusters Score -1111126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1111163.000000 Penalty: 893.684021
	Iteration 84Q: 3 clusters Score -1111163 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1111205.375000 Penalty: 893.684021
	Iteration 85Q: 3 clusters Score -1111205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1111242.375000 Penalty: 893.684021
	Iteration 86Q: 3 clusters Score -1111242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1111278.750000 Penalty: 893.684021
	Iteration 87Q: 3 clusters Score -1111279 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1111308.625000 Penalty: 893.684021
	Iteration 88Q: 3 clusters Score -1111309 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1111329.625000 Penalty: 893.684021
	Iteration 89Q: 3 clusters Score -1111330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1111349.625000 Penalty: 893.684021
	Iteration 90Q: 3 clusters Score -1111350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1111361.750000 Penalty: 893.684021
	Iteration 91Q: 3 clusters Score -1111362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1111373.375000 Penalty: 893.684021
	Iteration 92Q: 3 clusters Score -1111373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1111380.500000 Penalty: 893.684021
	Iteration 93Q: 3 clusters Score -1111380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1111393.375000 Penalty: 893.684021
	Iteration 94Q: 3 clusters Score -1111393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1111402.250000 Penalty: 893.684021
	Iteration 95Q: 3 clusters Score -1111402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1111411.500000 Penalty: 893.684021
	Iteration 96Q: 3 clusters Score -1111412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1111422.750000 Penalty: 893.684021
	Iteration 97Q: 3 clusters Score -1111423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1111432.875000 Penalty: 893.684021
	Iteration 98Q: 3 clusters Score -1111433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1111440.625000 Penalty: 893.684021
	Iteration 99Q: 3 clusters Score -1111441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1111449.375000 Penalty: 893.684021
	Iteration 100F: 3 clusters Score -1111449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1111456.500000 Penalty: 893.684021
	Iteration 101Q: 3 clusters Score -1111456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1111462.125000 Penalty: 893.684021
	Iteration 102Q: 3 clusters Score -1111462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1111470.000000 Penalty: 893.684021
	Iteration 103Q: 3 clusters Score -1111470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1111474.625000 Penalty: 893.684021
	Iteration 104Q: 3 clusters Score -1111475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1111481.500000 Penalty: 893.684021
	Iteration 105Q: 3 clusters Score -1111482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1111484.750000 Penalty: 893.684021
	Iteration 106Q: 3 clusters Score -1111485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1111492.125000 Penalty: 893.684021
	Iteration 107Q: 3 clusters Score -1111492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1111499.375000 Penalty: 893.684021
	Iteration 108Q: 3 clusters Score -1111499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1111504.250000 Penalty: 893.684021
	Iteration 109Q: 3 clusters Score -1111504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1111509.625000 Penalty: 893.684021
	Iteration 110Q: 3 clusters Score -1111510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1111518.375000 Penalty: 893.684021
	Iteration 111Q: 3 clusters Score -1111518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1111521.125000 Penalty: 893.684021
	Iteration 112Q: 3 clusters Score -1111521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1111529.625000 Penalty: 893.684021
	Iteration 113Q: 3 clusters Score -1111530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1111540.000000 Penalty: 893.684021
	Iteration 114Q: 3 clusters Score -1111540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1111547.000000 Penalty: 893.684021
	Iteration 115Q: 3 clusters Score -1111547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1111552.375000 Penalty: 893.684021
	Iteration 116Q: 3 clusters Score -1111552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1111557.625000 Penalty: 893.684021
	Iteration 117Q: 3 clusters Score -1111558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1111563.000000 Penalty: 893.684021
	Iteration 118Q: 3 clusters Score -1111563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1111568.750000 Penalty: 893.684021
	Iteration 119Q: 3 clusters Score -1111569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1111579.500000 Penalty: 893.684021
	Iteration 120F: 3 clusters Score -1111580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1111584.125000 Penalty: 893.684021
	Iteration 121Q: 3 clusters Score -1111584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1111589.250000 Penalty: 893.684021
	Iteration 122Q: 3 clusters Score -1111589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1111594.250000 Penalty: 893.684021
	Iteration 123Q: 3 clusters Score -1111594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1111598.500000 Penalty: 893.684021
	Iteration 124Q: 3 clusters Score -1111598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1111604.000000 Penalty: 893.684021
	Iteration 125Q: 3 clusters Score -1111604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1111602.875000 Penalty: 893.684021
	Iteration 126Q: 3 clusters Score -1111603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1111606.875000 Penalty: 893.684021
	Iteration 127Q: 3 clusters Score -1111607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1111607.250000 Penalty: 893.684021
	Iteration 128Q: 3 clusters Score -1111607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1111608.125000 Penalty: 893.684021
	Iteration 129Q: 3 clusters Score -1111608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1111609.125000 Penalty: 893.684021
	Iteration 130Q: 3 clusters Score -1111609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1111609.125000 Penalty: 893.684021
	Iteration 131Q: 3 clusters Score -1111609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1111610.125000 Penalty: 893.684021
	Iteration 132Q: 3 clusters Score -1111610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1111611.375000 Penalty: 893.684021
	Iteration 133Q: 3 clusters Score -1111611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1111611.250000 Penalty: 893.684021
	Iteration 134Q: 3 clusters Score -1111611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1111610.500000 Penalty: 893.684021
	Iteration 135Q: 3 clusters Score -1111610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1111610.500000 Penalty: 893.684021
	Iteration 136F: 3 clusters Score -1111610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Entering Unmasked Estep 
Score: -4646662.500000 Penalty: 512.418030
	Iteration 0F: 2 clusters Score -4646662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4594293.000000 Penalty: 1024.836060
	Iteration 0F: 3 clusters Score -4594293 nChanged 37986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4616934.000000 Penalty: 1024.836060
	Iteration 1F: 3 clusters Score -4616934 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -4618325.500000 Penalty: 1024.836060
	Iteration 2Q: 3 clusters Score -4618326 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -4620720.500000 Penalty: 1024.836060
	Iteration 3F: 3 clusters Score -4620720 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -4624499.000000 Penalty: 1024.836060
	Iteration 4F: 3 clusters Score -4624499 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -4629433.500000 Penalty: 1024.836060
	Iteration 5F: 3 clusters Score -4629434 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -4633861.500000 Penalty: 1024.836060
	Iteration 6F: 3 clusters Score -4633862 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -4636928.000000 Penalty: 1024.836060
	Iteration 7Q: 3 clusters Score -4636928 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -4638852.500000 Penalty: 1024.836060
	Iteration 8Q: 3 clusters Score -4638852 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -4640301.000000 Penalty: 1024.836060
	Iteration 9Q: 3 clusters Score -4640301 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -4641580.500000 Penalty: 1024.836060
	Iteration 10Q: 3 clusters Score -4641580 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -4642699.000000 Penalty: 1024.836060
	Iteration 11Q: 3 clusters Score -4642699 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -4643643.000000 Penalty: 1024.836060
	Iteration 12Q: 3 clusters Score -4643643 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -4644366.500000 Penalty: 1024.836060
	Iteration 13Q: 3 clusters Score -4644366 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -4645004.000000 Penalty: 1024.836060
	Iteration 14Q: 3 clusters Score -4645004 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -4645544.000000 Penalty: 1024.836060
	Iteration 15Q: 3 clusters Score -4645544 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -4645910.000000 Penalty: 1024.836060
	Iteration 16Q: 3 clusters Score -4645910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -4646065.500000 Penalty: 1024.836060
	Iteration 17Q: 3 clusters Score -4646066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -4646159.000000 Penalty: 1024.836060
	Iteration 18Q: 3 clusters Score -4646159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -4646202.000000 Penalty: 1024.836060
	Iteration 19Q: 3 clusters Score -4646202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -4646215.000000 Penalty: 1024.836060
	Iteration 20F: 3 clusters Score -4646215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -4646222.500000 Penalty: 1024.836060
	Iteration 21Q: 3 clusters Score -4646222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -4646229.000000 Penalty: 1024.836060
	Iteration 22Q: 3 clusters Score -4646229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -4646234.000000 Penalty: 1024.836060
	Iteration 23Q: 3 clusters Score -4646234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -4646236.500000 Penalty: 1024.836060
	Iteration 24Q: 3 clusters Score -4646236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -4646243.500000 Penalty: 1024.836060
	Iteration 25Q: 3 clusters Score -4646244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -4646243.500000 Penalty: 1024.836060
	Iteration 26F: 3 clusters Score -4646244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -322025.937500 Penalty: 394.308929
	Iteration 0F: 2 clusters Score -322025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -318246.875000 Penalty: 788.617859
	Iteration 0F: 3 clusters Score -318246.9 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -321707.812500 Penalty: 788.617859
	Iteration 1F: 3 clusters Score -321707.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -323423.625000 Penalty: 788.617859
	Iteration 2F: 3 clusters Score -323423.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -324614.218750 Penalty: 788.617859
	Iteration 3F: 3 clusters Score -324614.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325289.656250 Penalty: 788.617859
	Iteration 4F: 3 clusters Score -325289.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -325574.968750 Penalty: 788.617859
	Iteration 5Q: 3 clusters Score -325575 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -325932.031250 Penalty: 788.617859
	Iteration 6Q: 3 clusters Score -325932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -326093.812500 Penalty: 788.617859
	Iteration 7Q: 3 clusters Score -326093.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -326262.718750 Penalty: 788.617859
	Iteration 8Q: 3 clusters Score -326262.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -326329.562500 Penalty: 788.617859
	Iteration 9Q: 3 clusters Score -326329.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -326339.218750 Penalty: 788.617859
	Iteration 10Q: 3 clusters Score -326339.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -326341.062500 Penalty: 788.617859
	Iteration 11Q: 3 clusters Score -326341.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -326336.531250 Penalty: 788.617859
	Iteration 12Q: 3 clusters Score -326336.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -326345.093750 Penalty: 788.617859
	Iteration 13Q: 3 clusters Score -326345.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -326360.812500 Penalty: 788.617859
	Iteration 14Q: 3 clusters Score -326360.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -326367.812500 Penalty: 788.617859
	Iteration 15Q: 3 clusters Score -326367.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -326373.125000 Penalty: 788.617859
	Iteration 16Q: 3 clusters Score -326373.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326379.093750 Penalty: 788.617859
	Iteration 17Q: 3 clusters Score -326379.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -326386.187500 Penalty: 788.617859
	Iteration 18Q: 3 clusters Score -326386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -326380.562500 Penalty: 788.617859
	Iteration 19Q: 3 clusters Score -326380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -326395.468750 Penalty: 788.617859
	Iteration 20F: 3 clusters Score -326395.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326399.687500 Penalty: 788.617859
	Iteration 21Q: 3 clusters Score -326399.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -326415.656250 Penalty: 788.617859
	Iteration 22Q: 3 clusters Score -326415.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326421.093750 Penalty: 788.617859
	Iteration 23Q: 3 clusters Score -326421.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -326430.468750 Penalty: 788.617859
	Iteration 24Q: 3 clusters Score -326430.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -326432.750000 Penalty: 788.617859
	Iteration 25Q: 3 clusters Score -326432.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -326454.125000 Penalty: 788.617859
	Iteration 26Q: 3 clusters Score -326454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -326466.531250 Penalty: 788.617859
	Iteration 27Q: 3 clusters Score -326466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326478.187500 Penalty: 788.617859
	Iteration 28Q: 3 clusters Score -326478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326489.437500 Penalty: 788.617859
	Iteration 29Q: 3 clusters Score -326489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -326502.343750 Penalty: 788.617859
	Iteration 30Q: 3 clusters Score -326502.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -326519.406250 Penalty: 788.617859
	Iteration 31Q: 3 clusters Score -326519.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -326554.281250 Penalty: 788.617859
	Iteration 32Q: 3 clusters Score -326554.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -326647.000000 Penalty: 788.617859
	Iteration 33Q: 3 clusters Score -326647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326781.156250 Penalty: 788.617859
	Iteration 34Q: 3 clusters Score -326781.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -326910.656250 Penalty: 788.617859
	Iteration 35Q: 3 clusters Score -326910.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -327037.062500 Penalty: 788.617859
	Iteration 36Q: 3 clusters Score -327037.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -327088.000000 Penalty: 788.617859
	Iteration 37Q: 3 clusters Score -327088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -327108.781250 Penalty: 788.617859
	Iteration 38Q: 3 clusters Score -327108.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327093.000000 Penalty: 788.617859
	Iteration 39Q: 3 clusters Score -327093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327112.406250 Penalty: 788.617859
	Iteration 40F: 3 clusters Score -327112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -327115.593750 Penalty: 788.617859
	Iteration 41Q: 3 clusters Score -327115.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -327113.531250 Penalty: 788.617859
	Iteration 42Q: 3 clusters Score -327113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -327112.218750 Penalty: 788.617859
	Iteration 43Q: 3 clusters Score -327112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -327093.406250 Penalty: 788.617859
	Iteration 44Q: 3 clusters Score -327093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327117.656250 Penalty: 788.617859
	Iteration 45Q: 3 clusters Score -327117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -327121.593750 Penalty: 788.617859
	Iteration 46Q: 3 clusters Score -327121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -327112.218750 Penalty: 788.617859
	Iteration 47Q: 3 clusters Score -327112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -327122.062500 Penalty: 788.617859
	Iteration 48Q: 3 clusters Score -327122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327088.968750 Penalty: 788.617859
	Iteration 49Q: 3 clusters Score -327089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327110.187500 Penalty: 788.617859
	Iteration 50Q: 3 clusters Score -327110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327118.781250 Penalty: 788.617859
	Iteration 51Q: 3 clusters Score -327118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327122.343750 Penalty: 788.617859
	Iteration 52Q: 3 clusters Score -327122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327112.343750 Penalty: 788.617859
	Iteration 53Q: 3 clusters Score -327112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327086.187500 Penalty: 788.617859
	Iteration 54Q: 3 clusters Score -327086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -327116.593750 Penalty: 788.617859
	Iteration 55Q: 3 clusters Score -327116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -327117.500000 Penalty: 788.617859
	Iteration 56Q: 3 clusters Score -327117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -327111.031250 Penalty: 788.617859
	Iteration 57Q: 3 clusters Score -327111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -327114.468750 Penalty: 788.617859
	Iteration 58Q: 3 clusters Score -327114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -327109.281250 Penalty: 788.617859
	Iteration 59Q: 3 clusters Score -327109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -327113.187500 Penalty: 788.617859
	Iteration 60F: 3 clusters Score -327113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -327092.812500 Penalty: 788.617859
	Iteration 61Q: 3 clusters Score -327092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327122.218750 Penalty: 788.617859
	Iteration 62Q: 3 clusters Score -327122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327111.656250 Penalty: 788.617859
	Iteration 63Q: 3 clusters Score -327111.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -327101.656250 Penalty: 788.617859
	Iteration 64Q: 3 clusters Score -327101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327117.843750 Penalty: 788.617859
	Iteration 65Q: 3 clusters Score -327117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327102.250000 Penalty: 788.617859
	Iteration 66Q: 3 clusters Score -327102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327109.968750 Penalty: 788.617859
	Iteration 67Q: 3 clusters Score -327110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327113.406250 Penalty: 788.617859
	Iteration 68Q: 3 clusters Score -327113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327114.187500 Penalty: 788.617859
	Iteration 69Q: 3 clusters Score -327114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327110.156250 Penalty: 788.617859
	Iteration 70Q: 3 clusters Score -327110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327119.593750 Penalty: 788.617859
	Iteration 71Q: 3 clusters Score -327119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327116.375000 Penalty: 788.617859
	Iteration 72Q: 3 clusters Score -327116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327119.000000 Penalty: 788.617859
	Iteration 73Q: 3 clusters Score -327119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327117.187500 Penalty: 788.617859
	Iteration 74Q: 3 clusters Score -327117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327119.875000 Penalty: 788.617859
	Iteration 75Q: 3 clusters Score -327119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327119.000000 Penalty: 788.617859
	Iteration 76Q: 3 clusters Score -327119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327102.937500 Penalty: 788.617859
	Iteration 77Q: 3 clusters Score -327102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327120.593750 Penalty: 788.617859
	Iteration 78Q: 3 clusters Score -327120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327120.562500 Penalty: 788.617859
	Iteration 79Q: 3 clusters Score -327120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327106.218750 Penalty: 788.617859
	Iteration 80F: 3 clusters Score -327106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327105.281250 Penalty: 788.617859
	Iteration 81Q: 3 clusters Score -327105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327118.218750 Penalty: 788.617859
	Iteration 82Q: 3 clusters Score -327118.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327113.906250 Penalty: 788.617859
	Iteration 83Q: 3 clusters Score -327113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327114.656250 Penalty: 788.617859
	Iteration 84Q: 3 clusters Score -327114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327114.093750 Penalty: 788.617859
	Iteration 85Q: 3 clusters Score -327114.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327112.312500 Penalty: 788.617859
	Iteration 86Q: 3 clusters Score -327112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327113.093750 Penalty: 788.617859
	Iteration 87Q: 3 clusters Score -327113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327105.500000 Penalty: 788.617859
	Iteration 88Q: 3 clusters Score -327105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327118.843750 Penalty: 788.617859
	Iteration 89Q: 3 clusters Score -327118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327109.218750 Penalty: 788.617859
	Iteration 90Q: 3 clusters Score -327109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327118.656250 Penalty: 788.617859
	Iteration 91Q: 3 clusters Score -327118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327111.937500 Penalty: 788.617859
	Iteration 92Q: 3 clusters Score -327111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327118.750000 Penalty: 788.617859
	Iteration 93Q: 3 clusters Score -327118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327115.093750 Penalty: 788.617859
	Iteration 94Q: 3 clusters Score -327115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327118.031250 Penalty: 788.617859
	Iteration 95Q: 3 clusters Score -327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
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Entering Unmasked Estep 
Score: -327114.562500 Penalty: 788.617859
	Iteration 96Q: 3 clusters Score -327114.6 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -327116.8 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -327095.5 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -327113.2 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -327113.5 nChanged 6
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	Iteration 101Q: 3 clusters Score -327109.2 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -327108.9 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -327116.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -327108 nChanged 8
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -327117.6 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -327114.6 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 108Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 109Q: 3 clusters Score -327118.3 nChanged 9
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -327090.8 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 112Q: 3 clusters Score -327119 nChanged 1
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	Iteration 113Q: 3 clusters Score -327117 nChanged 1
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	Iteration 114Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 115Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 116Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 117Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 118Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 119Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 120F: 3 clusters Score -327101 nChanged 13
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	Iteration 121Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 122Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 123Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 124Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 125Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 126Q: 3 clusters Score -327118 nChanged 1
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	Iteration 127Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 128Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 129Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 130Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 131Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 132Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 133Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 134Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 135Q: 3 clusters Score -327108 nChanged 8
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	Iteration 136Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 137Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 138Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 139Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 140F: 3 clusters Score -327118.3 nChanged 9
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	Iteration 141Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 142Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 143Q: 3 clusters Score -327119 nChanged 1
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	Iteration 144Q: 3 clusters Score -327117 nChanged 1
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	Iteration 145Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 146Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 147Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 148Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 149Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 150Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 151Q: 3 clusters Score -327101 nChanged 13
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	Iteration 152Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 153Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 154Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 155Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 156Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 157Q: 3 clusters Score -327118 nChanged 1
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	Iteration 158Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 159Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 160F: 3 clusters Score -327095.5 nChanged 8
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	Iteration 161Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 162Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 163Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 164Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 165Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 166Q: 3 clusters Score -327108 nChanged 8
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	Iteration 167Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 168Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 169Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 170Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 171Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 172Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 173Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 174Q: 3 clusters Score -327119 nChanged 1
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	Iteration 175Q: 3 clusters Score -327117 nChanged 1
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	Iteration 176Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 177Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 178Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 179Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 180F: 3 clusters Score -327104.6 nChanged 3
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	Iteration 181Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 182Q: 3 clusters Score -327101 nChanged 13
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	Iteration 183Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 184Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 185Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 186Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 187Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 188Q: 3 clusters Score -327118 nChanged 1
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	Iteration 189Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 190Q: 3 clusters Score -327116.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -327095.5 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -327113.2 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -327113.5 nChanged 6
Entering Unmasked Mstep 
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	Iteration 194Q: 3 clusters Score -327109.2 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -327108.9 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -327116.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -327108 nChanged 8
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -327117.6 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -327114.6 nChanged 6
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Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -327115.3 nChanged 6
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	Iteration 201Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 202Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 203Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 204Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 205Q: 3 clusters Score -327119 nChanged 1
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	Iteration 206Q: 3 clusters Score -327117 nChanged 1
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	Iteration 207Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 208Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 209Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 210Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 211Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 212Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 213Q: 3 clusters Score -327101 nChanged 13
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	Iteration 214Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 215Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 216Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 217Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 218Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 219Q: 3 clusters Score -327118 nChanged 1
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	Iteration 220F: 3 clusters Score -327114.6 nChanged 4
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	Iteration 221Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 222Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 223Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 224Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 225Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 226Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 227Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 228Q: 3 clusters Score -327108 nChanged 8
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	Iteration 229Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 230Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 231Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 232Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 233Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 234Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 235Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 236Q: 3 clusters Score -327119 nChanged 1
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	Iteration 237Q: 3 clusters Score -327117 nChanged 1
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	Iteration 238Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 239Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 240F: 3 clusters Score -327119.2 nChanged 4
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	Iteration 241Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 242Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 243Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 244Q: 3 clusters Score -327101 nChanged 13
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	Iteration 245Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 246Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 247Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 248Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 249Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 250Q: 3 clusters Score -327118 nChanged 1
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	Iteration 251Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 252Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 253Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 254Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 255Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 256Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 257Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 258Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 259Q: 3 clusters Score -327108 nChanged 8
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	Iteration 260F: 3 clusters Score -327117.6 nChanged 6
Entering Unmasked Mstep 
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	Iteration 261Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 262Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 263Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 264Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 265Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 266Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 267Q: 3 clusters Score -327119 nChanged 1
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	Iteration 268Q: 3 clusters Score -327117 nChanged 1
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	Iteration 269Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 270Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 271Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 272Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 273Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 274Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 275Q: 3 clusters Score -327101 nChanged 13
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	Iteration 276Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 277Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 278Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 279Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 280F: 3 clusters Score -327120.2 nChanged 1
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	Iteration 281Q: 3 clusters Score -327118 nChanged 1
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	Iteration 282Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 283Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 284Q: 3 clusters Score -327095.5 nChanged 8
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Mstep: Class 2 contains 2055 members 
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	Iteration 285Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 286Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 287Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 288Q: 3 clusters Score -327108.9 nChanged 12
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 290Q: 3 clusters Score -327108 nChanged 8
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	Iteration 291Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 292Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 293Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 294Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 295Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 296Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 297Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 298Q: 3 clusters Score -327119 nChanged 1
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	Iteration 299Q: 3 clusters Score -327117 nChanged 1
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	Iteration 300F: 3 clusters Score -327115.8 nChanged 6
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	Iteration 301Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 302Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 303Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 304Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 305Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 306Q: 3 clusters Score -327101 nChanged 13
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	Iteration 307Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 308Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 309Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 310Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 311Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 312Q: 3 clusters Score -327118 nChanged 1
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	Iteration 313Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 314Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 315Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 316Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 317Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 318Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 319Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 320F: 3 clusters Score -327116.8 nChanged 11
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	Iteration 321Q: 3 clusters Score -327108 nChanged 8
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	Iteration 322Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 323Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 324Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 325Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 326Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 327Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 328Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 329Q: 3 clusters Score -327119 nChanged 1
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	Iteration 330Q: 3 clusters Score -327117 nChanged 1
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	Iteration 331Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 332Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 333Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 334Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 335Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 336Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 337Q: 3 clusters Score -327101 nChanged 13
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	Iteration 338Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 339Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 340F: 3 clusters Score -327120.5 nChanged 5
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	Iteration 341Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 342Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 343Q: 3 clusters Score -327118 nChanged 1
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	Iteration 344Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 345Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 346Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 347Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 348Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 349Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 350Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 351Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 352Q: 3 clusters Score -327108 nChanged 8
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	Iteration 353Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 354Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 355Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 356Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 357Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 358Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 359Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 360F: 3 clusters Score -327119 nChanged 1
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	Iteration 361Q: 3 clusters Score -327117 nChanged 1
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	Iteration 362Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 363Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 364Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 365Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 366Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 367Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 368Q: 3 clusters Score -327101 nChanged 13
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	Iteration 369Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 370Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 371Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 372Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 373Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 374Q: 3 clusters Score -327118 nChanged 1
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	Iteration 376Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 377Q: 3 clusters Score -327095.5 nChanged 8
Entering Unmasked Mstep 
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	Iteration 378Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 379Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 380F: 3 clusters Score -327109.2 nChanged 6
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Mstep: Class 2 contains 2060 members 
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	Iteration 381Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 382Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 383Q: 3 clusters Score -327108 nChanged 8
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	Iteration 384Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 385Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 386Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 387Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 388Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 389Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 390Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 391Q: 3 clusters Score -327119 nChanged 1
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	Iteration 392Q: 3 clusters Score -327117 nChanged 1
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	Iteration 393Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 394Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 395Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 396Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 397Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 398Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 399Q: 3 clusters Score -327101 nChanged 13
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	Iteration 400F: 3 clusters Score -327115.1 nChanged 9
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	Iteration 401Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 402Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 403Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 404Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 405Q: 3 clusters Score -327118 nChanged 1
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	Iteration 406Q: 3 clusters Score -327114.6 nChanged 4
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	Iteration 407Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 409Q: 3 clusters Score -327113.2 nChanged 9
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	Iteration 410Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 411Q: 3 clusters Score -327109.2 nChanged 6
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	Iteration 412Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 413Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 414Q: 3 clusters Score -327108 nChanged 8
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	Iteration 415Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 416Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 417Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 418Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 419Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 420F: 3 clusters Score -327090.8 nChanged 8
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	Iteration 421Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 422Q: 3 clusters Score -327119 nChanged 1
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	Iteration 423Q: 3 clusters Score -327117 nChanged 1
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	Iteration 424Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 425Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 426Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 427Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 428Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 429Q: 3 clusters Score -327111.4 nChanged 11
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	Iteration 430Q: 3 clusters Score -327101 nChanged 13
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	Iteration 431Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 432Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 433Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 434Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 436Q: 3 clusters Score -327118 nChanged 1
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	Iteration 438Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 439Q: 3 clusters Score -327095.5 nChanged 8
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	Iteration 440F: 3 clusters Score -327113.2 nChanged 9
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	Iteration 441Q: 3 clusters Score -327113.5 nChanged 6
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	Iteration 443Q: 3 clusters Score -327108.9 nChanged 12
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	Iteration 444Q: 3 clusters Score -327116.8 nChanged 11
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	Iteration 445Q: 3 clusters Score -327108 nChanged 8
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	Iteration 446Q: 3 clusters Score -327117.6 nChanged 6
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	Iteration 447Q: 3 clusters Score -327114.6 nChanged 6
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	Iteration 448Q: 3 clusters Score -327115.3 nChanged 6
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	Iteration 449Q: 3 clusters Score -327106.3 nChanged 7
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	Iteration 450Q: 3 clusters Score -327118.3 nChanged 9
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	Iteration 451Q: 3 clusters Score -327090.8 nChanged 8
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	Iteration 452Q: 3 clusters Score -327116.2 nChanged 9
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	Iteration 453Q: 3 clusters Score -327119 nChanged 1
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	Iteration 454Q: 3 clusters Score -327117 nChanged 1
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	Iteration 455Q: 3 clusters Score -327115.8 nChanged 6
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	Iteration 456Q: 3 clusters Score -327117.4 nChanged 4
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	Iteration 457Q: 3 clusters Score -327119.2 nChanged 4
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	Iteration 458Q: 3 clusters Score -327120.2 nChanged 4
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	Iteration 459Q: 3 clusters Score -327104.6 nChanged 3
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	Iteration 460F: 3 clusters Score -327111.4 nChanged 11
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	Iteration 461Q: 3 clusters Score -327101 nChanged 13
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	Iteration 462Q: 3 clusters Score -327115.1 nChanged 9
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	Iteration 463Q: 3 clusters Score -327114.4 nChanged 4
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	Iteration 464Q: 3 clusters Score -327120.5 nChanged 5
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	Iteration 465Q: 3 clusters Score -327124.5 nChanged 5
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	Iteration 466Q: 3 clusters Score -327120.2 nChanged 1
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	Iteration 467Q: 3 clusters Score -327118 nChanged 1
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	Iteration 469Q: 3 clusters Score -327116.8 nChanged 7
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	Iteration 470Q: 3 clusters Score -327095.5 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327113.156250 Penalty: 788.617859
	Iteration 471Q: 3 clusters Score -327113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327113.531250 Penalty: 788.617859
	Iteration 472Q: 3 clusters Score -327113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327109.156250 Penalty: 788.617859
	Iteration 473Q: 3 clusters Score -327109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -327108.906250 Penalty: 788.617859
	Iteration 474Q: 3 clusters Score -327108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -327116.843750 Penalty: 788.617859
	Iteration 475Q: 3 clusters Score -327116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327108.000000 Penalty: 788.617859
	Iteration 476Q: 3 clusters Score -327108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -327117.593750 Penalty: 788.617859
	Iteration 477Q: 3 clusters Score -327117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -327114.593750 Penalty: 788.617859
	Iteration 478Q: 3 clusters Score -327114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327115.281250 Penalty: 788.617859
	Iteration 479Q: 3 clusters Score -327115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327106.312500 Penalty: 788.617859
	Iteration 480F: 3 clusters Score -327106.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -327118.312500 Penalty: 788.617859
	Iteration 481Q: 3 clusters Score -327118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -327090.843750 Penalty: 788.617859
	Iteration 482Q: 3 clusters Score -327090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -327116.156250 Penalty: 788.617859
	Iteration 483Q: 3 clusters Score -327116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -327119.000000 Penalty: 788.617859
	Iteration 484Q: 3 clusters Score -327119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -327117.000000 Penalty: 788.617859
	Iteration 485Q: 3 clusters Score -327117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -327115.781250 Penalty: 788.617859
	Iteration 486Q: 3 clusters Score -327115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327117.437500 Penalty: 788.617859
	Iteration 487Q: 3 clusters Score -327117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327119.187500 Penalty: 788.617859
	Iteration 488Q: 3 clusters Score -327119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327120.218750 Penalty: 788.617859
	Iteration 489Q: 3 clusters Score -327120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327104.562500 Penalty: 788.617859
	Iteration 490Q: 3 clusters Score -327104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327111.375000 Penalty: 788.617859
	Iteration 491Q: 3 clusters Score -327111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327101.000000 Penalty: 788.617859
	Iteration 492Q: 3 clusters Score -327101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -327115.125000 Penalty: 788.617859
	Iteration 493Q: 3 clusters Score -327115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327114.375000 Penalty: 788.617859
	Iteration 494Q: 3 clusters Score -327114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327120.500000 Penalty: 788.617859
	Iteration 495Q: 3 clusters Score -327120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327124.531250 Penalty: 788.617859
	Iteration 496Q: 3 clusters Score -327124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327120.156250 Penalty: 788.617859
	Iteration 497Q: 3 clusters Score -327120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -327118.031250 Penalty: 788.617859
	Iteration 498Q: 3 clusters Score -327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -327114.562500 Penalty: 788.617859
	Iteration 499Q: 3 clusters Score -327114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327116.812500 Penalty: 788.617859
	Iteration 500F: 3 clusters Score -327116.8 nChanged 7
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 165670 members 
Mstep: Class 26 contains 2053 members 
Entering Unmasked Estep 
Score: -58087192.000000 Penalty: 16363.299805
Splitting cluster 16 changes total score from -58044196.000000 to -58087192.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -352522.812500 Penalty: 400.260925
	Iteration 0F: 2 clusters Score -352522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -348046.125000 Penalty: 800.521851
	Iteration 0F: 3 clusters Score -348046.1 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -349860.718750 Penalty: 800.521851
	Iteration 1F: 3 clusters Score -349860.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -350277.781250 Penalty: 800.521851
	Iteration 2F: 3 clusters Score -350277.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -350731.750000 Penalty: 800.521851
	Iteration 3F: 3 clusters Score -350731.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -351220.781250 Penalty: 800.521851
	Iteration 4F: 3 clusters Score -351220.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -351629.812500 Penalty: 800.521851
	Iteration 5F: 3 clusters Score -351629.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -351923.375000 Penalty: 800.521851
	Iteration 6F: 3 clusters Score -351923.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -352129.687500 Penalty: 800.521851
	Iteration 7Q: 3 clusters Score -352129.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -352276.031250 Penalty: 800.521851
	Iteration 8Q: 3 clusters Score -352276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -352438.812500 Penalty: 800.521851
	Iteration 9Q: 3 clusters Score -352438.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -352592.031250 Penalty: 800.521851
	Iteration 10Q: 3 clusters Score -352592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -352672.125000 Penalty: 800.521851
	Iteration 11Q: 3 clusters Score -352672.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -352723.281250 Penalty: 800.521851
	Iteration 12Q: 3 clusters Score -352723.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -352763.531250 Penalty: 800.521851
	Iteration 13Q: 3 clusters Score -352763.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -352787.656250 Penalty: 800.521851
	Iteration 14Q: 3 clusters Score -352787.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -352802.375000 Penalty: 800.521851
	Iteration 15Q: 3 clusters Score -352802.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -352811.343750 Penalty: 800.521851
	Iteration 16Q: 3 clusters Score -352811.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -352818.312500 Penalty: 800.521851
	Iteration 17Q: 3 clusters Score -352818.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -352822.875000 Penalty: 800.521851
	Iteration 18Q: 3 clusters Score -352822.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -352826.250000 Penalty: 800.521851
	Iteration 19Q: 3 clusters Score -352826.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -352829.062500 Penalty: 800.521851
	Iteration 20F: 3 clusters Score -352829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -352830.468750 Penalty: 800.521851
	Iteration 21Q: 3 clusters Score -352830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -352830.687500 Penalty: 800.521851
	Iteration 22Q: 3 clusters Score -352830.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -352831.375000 Penalty: 800.521851
	Iteration 23Q: 3 clusters Score -352831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -352833.312500 Penalty: 800.521851
	Iteration 24Q: 3 clusters Score -352833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -352832.968750 Penalty: 800.521851
	Iteration 25Q: 3 clusters Score -352833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -352833.593750 Penalty: 800.521851
	Iteration 26Q: 3 clusters Score -352833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -352833.781250 Penalty: 800.521851
	Iteration 27Q: 3 clusters Score -352833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -352834.125000 Penalty: 800.521851
	Iteration 28Q: 3 clusters Score -352834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -352833.625000 Penalty: 800.521851
	Iteration 29Q: 3 clusters Score -352833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -352833.625000 Penalty: 800.521851
	Iteration 30F: 3 clusters Score -352833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 179089 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 165670 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 3633 members 
Entering Unmasked Estep 
Score: -58087172.000000 Penalty: 16992.658203
Splitting cluster 17 changes total score from -58044196.000000 to -58087172.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (179089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Entering Unmasked Estep 
Score: -10633112.000000 Penalty: 550.351562
	Iteration 0F: 2 clusters Score -1.063311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -10518791.000000 Penalty: 1100.703125
	Iteration 0F: 3 clusters Score -1.051879e+07 nChanged 88250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -10573187.000000 Penalty: 1100.703125
	Iteration 1F: 3 clusters Score -1.057319e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -10575831.000000 Penalty: 1100.703125
	Iteration 2Q: 3 clusters Score -1.057583e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -10579829.000000 Penalty: 1100.703125
	Iteration 3Q: 3 clusters Score -1.057983e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -10585541.000000 Penalty: 1100.703125
	Iteration 4F: 3 clusters Score -1.058554e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -10593018.000000 Penalty: 1100.703125
	Iteration 5F: 3 clusters Score -1.059302e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -10600922.000000 Penalty: 1100.703125
	Iteration 6F: 3 clusters Score -1.060092e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -10607738.000000 Penalty: 1100.703125
	Iteration 7F: 3 clusters Score -1.060774e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -10612512.000000 Penalty: 1100.703125
	Iteration 8Q: 3 clusters Score -1.061251e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -10615163.000000 Penalty: 1100.703125
	Iteration 9Q: 3 clusters Score -1.061516e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -10616965.000000 Penalty: 1100.703125
	Iteration 10Q: 3 clusters Score -1.061696e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -10618423.000000 Penalty: 1100.703125
	Iteration 11Q: 3 clusters Score -1.061842e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139947 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -10619678.000000 Penalty: 1100.703125
	Iteration 12Q: 3 clusters Score -1.061968e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146458 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -10621292.000000 Penalty: 1100.703125
	Iteration 13Q: 3 clusters Score -1.062129e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -10623041.000000 Penalty: 1100.703125
	Iteration 14Q: 3 clusters Score -1.062304e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -10625171.000000 Penalty: 1100.703125
	Iteration 15Q: 3 clusters Score -1.062517e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -10627164.000000 Penalty: 1100.703125
	Iteration 16Q: 3 clusters Score -1.062716e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -10628719.000000 Penalty: 1100.703125
	Iteration 17Q: 3 clusters Score -1.062872e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -10630211.000000 Penalty: 1100.703125
	Iteration 18Q: 3 clusters Score -1.063021e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174008 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -10631452.000000 Penalty: 1100.703125
	Iteration 19Q: 3 clusters Score -1.063145e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10632576.000000 Penalty: 1100.703125
	Iteration 20F: 3 clusters Score -1.063258e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176882 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10633124.000000 Penalty: 1100.703125
	Iteration 21Q: 3 clusters Score -1.063312e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10633282.000000 Penalty: 1100.703125
	Iteration 22Q: 3 clusters Score -1.063328e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10633425.000000 Penalty: 1100.703125
	Iteration 23Q: 3 clusters Score -1.063342e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10633514.000000 Penalty: 1100.703125
	Iteration 24Q: 3 clusters Score -1.063351e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10633592.000000 Penalty: 1100.703125
	Iteration 25Q: 3 clusters Score -1.063359e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10633606.000000 Penalty: 1100.703125
	Iteration 26Q: 3 clusters Score -1.063361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10633659.000000 Penalty: 1100.703125
	Iteration 27Q: 3 clusters Score -1.063366e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178222 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10633704.000000 Penalty: 1100.703125
	Iteration 28Q: 3 clusters Score -1.06337e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10633705.000000 Penalty: 1100.703125
	Iteration 29Q: 3 clusters Score -1.06337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10633703.000000 Penalty: 1100.703125
	Iteration 30Q: 3 clusters Score -1.06337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178232 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10633708.000000 Penalty: 1100.703125
	Iteration 31Q: 3 clusters Score -1.063371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178230 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10633710.000000 Penalty: 1100.703125
	Iteration 32Q: 3 clusters Score -1.063371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10633708.000000 Penalty: 1100.703125
	Iteration 33Q: 3 clusters Score -1.063371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10633713.000000 Penalty: 1100.703125
	Iteration 34Q: 3 clusters Score -1.063371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10633713.000000 Penalty: 1100.703125
	Iteration 35Q: 3 clusters Score -1.063371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10633729.000000 Penalty: 1100.703125
	Iteration 36Q: 3 clusters Score -1.063373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178207 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10633716.000000 Penalty: 1100.703125
	Iteration 37Q: 3 clusters Score -1.063372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178204 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10633722.000000 Penalty: 1100.703125
	Iteration 38Q: 3 clusters Score -1.063372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178206 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10633724.000000 Penalty: 1100.703125
	Iteration 39Q: 3 clusters Score -1.063372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178203 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10633756.000000 Penalty: 1100.703125
	Iteration 40F: 3 clusters Score -1.063376e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178172 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10633807.000000 Penalty: 1100.703125
	Iteration 41Q: 3 clusters Score -1.063381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10633823.000000 Penalty: 1100.703125
	Iteration 42Q: 3 clusters Score -1.063382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10633847.000000 Penalty: 1100.703125
	Iteration 43Q: 3 clusters Score -1.063385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178121 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10633851.000000 Penalty: 1100.703125
	Iteration 44Q: 3 clusters Score -1.063385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178109 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10633862.000000 Penalty: 1100.703125
	Iteration 45Q: 3 clusters Score -1.063386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10633869.000000 Penalty: 1100.703125
	Iteration 46Q: 3 clusters Score -1.063387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10633866.000000 Penalty: 1100.703125
	Iteration 47Q: 3 clusters Score -1.063387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10633875.000000 Penalty: 1100.703125
	Iteration 48Q: 3 clusters Score -1.063388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10633875.000000 Penalty: 1100.703125
	Iteration 49F: 3 clusters Score -1.063388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 178103 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 165670 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 986 members 
Entering Unmasked Estep 
Score: -58087716.000000 Penalty: 17622.015625
Splitting cluster 19 changes total score from -58044196.000000 to -58087716.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1500532.625000 Penalty: 461.291870
	Iteration 0F: 2 clusters Score -1500533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1483575.875000 Penalty: 922.583740
	Iteration 0F: 3 clusters Score -1483576 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1490825.250000 Penalty: 922.583740
	Iteration 1F: 3 clusters Score -1490825 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1491381.625000 Penalty: 922.583740
	Iteration 2Q: 3 clusters Score -1491382 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1492304.375000 Penalty: 922.583740
	Iteration 3F: 3 clusters Score -1492304 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1493801.125000 Penalty: 922.583740
	Iteration 4F: 3 clusters Score -1493801 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1495701.500000 Penalty: 922.583740
	Iteration 5F: 3 clusters Score -1495702 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1497347.875000 Penalty: 922.583740
	Iteration 6F: 3 clusters Score -1497348 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1498251.375000 Penalty: 922.583740
	Iteration 7F: 3 clusters Score -1498251 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1498737.125000 Penalty: 922.583740
	Iteration 8Q: 3 clusters Score -1498737 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1499157.500000 Penalty: 922.583740
	Iteration 9Q: 3 clusters Score -1499158 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1499419.750000 Penalty: 922.583740
	Iteration 10Q: 3 clusters Score -1499420 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1499613.500000 Penalty: 922.583740
	Iteration 11Q: 3 clusters Score -1499614 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1499749.000000 Penalty: 922.583740
	Iteration 12Q: 3 clusters Score -1499749 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1499829.625000 Penalty: 922.583740
	Iteration 13Q: 3 clusters Score -1499830 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1499882.750000 Penalty: 922.583740
	Iteration 14Q: 3 clusters Score -1499883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1499905.250000 Penalty: 922.583740
	Iteration 15Q: 3 clusters Score -1499905 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1499915.875000 Penalty: 922.583740
	Iteration 16Q: 3 clusters Score -1499916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1499923.375000 Penalty: 922.583740
	Iteration 17Q: 3 clusters Score -1499923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1499927.000000 Penalty: 922.583740
	Iteration 18Q: 3 clusters Score -1499927 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1499932.625000 Penalty: 922.583740
	Iteration 19Q: 3 clusters Score -1499933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1499938.875000 Penalty: 922.583740
	Iteration 20F: 3 clusters Score -1499939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1499939.125000 Penalty: 922.583740
	Iteration 21Q: 3 clusters Score -1499939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1499938.625000 Penalty: 922.583740
	Iteration 22Q: 3 clusters Score -1499939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1499951.500000 Penalty: 922.583740
	Iteration 23Q: 3 clusters Score -1499952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1499951.500000 Penalty: 922.583740
	Iteration 24Q: 3 clusters Score -1499952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1499950.750000 Penalty: 922.583740
	Iteration 25Q: 3 clusters Score -1499951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1499952.750000 Penalty: 922.583740
	Iteration 26Q: 3 clusters Score -1499953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1499957.500000 Penalty: 922.583740
	Iteration 27Q: 3 clusters Score -1499958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1499959.000000 Penalty: 922.583740
	Iteration 28Q: 3 clusters Score -1499959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1499966.750000 Penalty: 922.583740
	Iteration 29Q: 3 clusters Score -1499967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1499982.625000 Penalty: 922.583740
	Iteration 30Q: 3 clusters Score -1499983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1499987.250000 Penalty: 922.583740
	Iteration 31Q: 3 clusters Score -1499987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1499993.875000 Penalty: 922.583740
	Iteration 32Q: 3 clusters Score -1499994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1500001.500000 Penalty: 922.583740
	Iteration 33Q: 3 clusters Score -1500002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1500005.875000 Penalty: 922.583740
	Iteration 34Q: 3 clusters Score -1500006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1500014.000000 Penalty: 922.583740
	Iteration 35Q: 3 clusters Score -1500014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1500017.250000 Penalty: 922.583740
	Iteration 36Q: 3 clusters Score -1500017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1500028.250000 Penalty: 922.583740
	Iteration 37Q: 3 clusters Score -1500028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1500034.125000 Penalty: 922.583740
	Iteration 38Q: 3 clusters Score -1500034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1500040.000000 Penalty: 922.583740
	Iteration 39Q: 3 clusters Score -1500040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1500037.500000 Penalty: 922.583740
	Iteration 40F: 3 clusters Score -1500038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1500044.125000 Penalty: 922.583740
	Iteration 41Q: 3 clusters Score -1500044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1500053.250000 Penalty: 922.583740
	Iteration 42Q: 3 clusters Score -1500053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1500058.000000 Penalty: 922.583740
	Iteration 43Q: 3 clusters Score -1500058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1500059.500000 Penalty: 922.583740
	Iteration 44Q: 3 clusters Score -1500060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1500070.875000 Penalty: 922.583740
	Iteration 45Q: 3 clusters Score -1500071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1500071.375000 Penalty: 922.583740
	Iteration 46Q: 3 clusters Score -1500071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1500075.000000 Penalty: 922.583740
	Iteration 47Q: 3 clusters Score -1500075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1500076.750000 Penalty: 922.583740
	Iteration 48Q: 3 clusters Score -1500077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1500082.625000 Penalty: 922.583740
	Iteration 49Q: 3 clusters Score -1500083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1500081.625000 Penalty: 922.583740
	Iteration 50Q: 3 clusters Score -1500082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1500082.375000 Penalty: 922.583740
	Iteration 51Q: 3 clusters Score -1500082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1500084.250000 Penalty: 922.583740
	Iteration 52Q: 3 clusters Score -1500084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1500086.750000 Penalty: 922.583740
	Iteration 53Q: 3 clusters Score -1500087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1500088.250000 Penalty: 922.583740
	Iteration 54Q: 3 clusters Score -1500088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1500089.750000 Penalty: 922.583740
	Iteration 55Q: 3 clusters Score -1500090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1500088.375000 Penalty: 922.583740
	Iteration 56Q: 3 clusters Score -1500088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1500091.125000 Penalty: 922.583740
	Iteration 57Q: 3 clusters Score -1500091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1500090.625000 Penalty: 922.583740
	Iteration 58Q: 3 clusters Score -1500091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1500088.625000 Penalty: 922.583740
	Iteration 59Q: 3 clusters Score -1500089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1500090.250000 Penalty: 922.583740
	Iteration 60F: 3 clusters Score -1500090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1500090.750000 Penalty: 922.583740
	Iteration 61Q: 3 clusters Score -1500091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1500088.750000 Penalty: 922.583740
	Iteration 62Q: 3 clusters Score -1500089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1500091.125000 Penalty: 922.583740
	Iteration 63Q: 3 clusters Score -1500091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1500095.125000 Penalty: 922.583740
	Iteration 64Q: 3 clusters Score -1500095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1500091.500000 Penalty: 922.583740
	Iteration 65Q: 3 clusters Score -1500092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1500089.125000 Penalty: 922.583740
	Iteration 66Q: 3 clusters Score -1500089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1500092.250000 Penalty: 922.583740
	Iteration 67Q: 3 clusters Score -1500092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1500094.375000 Penalty: 922.583740
	Iteration 68Q: 3 clusters Score -1500094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1500094.625000 Penalty: 922.583740
	Iteration 69Q: 3 clusters Score -1500095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1500095.375000 Penalty: 922.583740
	Iteration 70Q: 3 clusters Score -1500095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1500094.250000 Penalty: 922.583740
	Iteration 71Q: 3 clusters Score -1500094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1500094.125000 Penalty: 922.583740
	Iteration 72Q: 3 clusters Score -1500094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1500094.750000 Penalty: 922.583740
	Iteration 73Q: 3 clusters Score -1500095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1500091.000000 Penalty: 922.583740
	Iteration 74Q: 3 clusters Score -1500091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1500090.500000 Penalty: 922.583740
	Iteration 75Q: 3 clusters Score -1500090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1500093.125000 Penalty: 922.583740
	Iteration 76Q: 3 clusters Score -1500093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1500093.375000 Penalty: 922.583740
	Iteration 77Q: 3 clusters Score -1500093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1500094.000000 Penalty: 922.583740
	Iteration 78Q: 3 clusters Score -1500094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1500095.750000 Penalty: 922.583740
	Iteration 79Q: 3 clusters Score -1500096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1500094.875000 Penalty: 922.583740
	Iteration 80F: 3 clusters Score -1500095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Entering Unmasked Estep 
Score: -893386.375000 Penalty: 436.751343
	Iteration 0F: 2 clusters Score -893386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -883531.000000 Penalty: 873.502686
	Iteration 0F: 3 clusters Score -883531 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -887741.750000 Penalty: 873.502686
	Iteration 1F: 3 clusters Score -887741.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -888163.437500 Penalty: 873.502686
	Iteration 2F: 3 clusters Score -888163.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -888765.375000 Penalty: 873.502686
	Iteration 3F: 3 clusters Score -888765.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -889570.250000 Penalty: 873.502686
	Iteration 4F: 3 clusters Score -889570.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -890424.187500 Penalty: 873.502686
	Iteration 5F: 3 clusters Score -890424.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -890972.250000 Penalty: 873.502686
	Iteration 6F: 3 clusters Score -890972.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -891228.500000 Penalty: 873.502686
	Iteration 7Q: 3 clusters Score -891228.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -891382.250000 Penalty: 873.502686
	Iteration 8Q: 3 clusters Score -891382.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -891499.125000 Penalty: 873.502686
	Iteration 9Q: 3 clusters Score -891499.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -891595.875000 Penalty: 873.502686
	Iteration 10Q: 3 clusters Score -891595.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -891699.375000 Penalty: 873.502686
	Iteration 11Q: 3 clusters Score -891699.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -891814.625000 Penalty: 873.502686
	Iteration 12Q: 3 clusters Score -891814.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -891936.875000 Penalty: 873.502686
	Iteration 13Q: 3 clusters Score -891936.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -892046.125000 Penalty: 873.502686
	Iteration 14Q: 3 clusters Score -892046.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -892149.625000 Penalty: 873.502686
	Iteration 15Q: 3 clusters Score -892149.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -892229.312500 Penalty: 873.502686
	Iteration 16Q: 3 clusters Score -892229.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -892307.312500 Penalty: 873.502686
	Iteration 17Q: 3 clusters Score -892307.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -892384.937500 Penalty: 873.502686
	Iteration 18Q: 3 clusters Score -892384.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -892459.812500 Penalty: 873.502686
	Iteration 19Q: 3 clusters Score -892459.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -892526.687500 Penalty: 873.502686
	Iteration 20F: 3 clusters Score -892526.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -892588.000000 Penalty: 873.502686
	Iteration 21Q: 3 clusters Score -892588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -892646.062500 Penalty: 873.502686
	Iteration 22Q: 3 clusters Score -892646.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -892703.187500 Penalty: 873.502686
	Iteration 23Q: 3 clusters Score -892703.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -892755.812500 Penalty: 873.502686
	Iteration 24Q: 3 clusters Score -892755.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -892797.062500 Penalty: 873.502686
	Iteration 25Q: 3 clusters Score -892797.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -892834.687500 Penalty: 873.502686
	Iteration 26Q: 3 clusters Score -892834.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -892857.875000 Penalty: 873.502686
	Iteration 27Q: 3 clusters Score -892857.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -892886.750000 Penalty: 873.502686
	Iteration 28Q: 3 clusters Score -892886.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -892912.375000 Penalty: 873.502686
	Iteration 29Q: 3 clusters Score -892912.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -892928.062500 Penalty: 873.502686
	Iteration 30Q: 3 clusters Score -892928.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -892936.625000 Penalty: 873.502686
	Iteration 31Q: 3 clusters Score -892936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -892948.125000 Penalty: 873.502686
	Iteration 32Q: 3 clusters Score -892948.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -892965.937500 Penalty: 873.502686
	Iteration 33Q: 3 clusters Score -892965.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -892976.937500 Penalty: 873.502686
	Iteration 34Q: 3 clusters Score -892976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -892988.312500 Penalty: 873.502686
	Iteration 35Q: 3 clusters Score -892988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -892992.750000 Penalty: 873.502686
	Iteration 36Q: 3 clusters Score -892992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -892996.500000 Penalty: 873.502686
	Iteration 37Q: 3 clusters Score -892996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -893000.062500 Penalty: 873.502686
	Iteration 38Q: 3 clusters Score -893000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -893002.312500 Penalty: 873.502686
	Iteration 39Q: 3 clusters Score -893002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -893003.375000 Penalty: 873.502686
	Iteration 40F: 3 clusters Score -893003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -893003.875000 Penalty: 873.502686
	Iteration 41Q: 3 clusters Score -893003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -893005.062500 Penalty: 873.502686
	Iteration 42Q: 3 clusters Score -893005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -893004.750000 Penalty: 873.502686
	Iteration 43Q: 3 clusters Score -893004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -893005.625000 Penalty: 873.502686
	Iteration 44Q: 3 clusters Score -893005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -893004.687500 Penalty: 873.502686
	Iteration 45Q: 3 clusters Score -893004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -893007.750000 Penalty: 873.502686
	Iteration 46Q: 3 clusters Score -893007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -893011.750000 Penalty: 873.502686
	Iteration 47Q: 3 clusters Score -893011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -893016.937500 Penalty: 873.502686
	Iteration 48Q: 3 clusters Score -893016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -893019.687500 Penalty: 873.502686
	Iteration 49Q: 3 clusters Score -893019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -893023.500000 Penalty: 873.502686
	Iteration 50Q: 3 clusters Score -893023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -893024.000000 Penalty: 873.502686
	Iteration 51Q: 3 clusters Score -893024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -893028.875000 Penalty: 873.502686
	Iteration 52Q: 3 clusters Score -893028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -893031.312500 Penalty: 873.502686
	Iteration 53Q: 3 clusters Score -893031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -893030.625000 Penalty: 873.502686
	Iteration 54Q: 3 clusters Score -893030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -893033.312500 Penalty: 873.502686
	Iteration 55Q: 3 clusters Score -893033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -893034.437500 Penalty: 873.502686
	Iteration 56Q: 3 clusters Score -893034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -893035.125000 Penalty: 873.502686
	Iteration 57Q: 3 clusters Score -893035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -893035.125000 Penalty: 873.502686
	Iteration 58F: 3 clusters Score -893035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17425 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 11 contains 256659 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 77803 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 19 contains 178103 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 14749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58090520.000000 Penalty: 17622.015625
Iteration 39Q: 29 clusters Score -5.809052e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 682 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8590 members 
Mstep: Class 4 contains 55197 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 58796 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 256436 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 18713 members 
Mstep: Class 14 contains 77991 members 
Mstep: Class 15 contains 111026 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 177310 members 
Mstep: Class 20 contains 25593 members 
Mstep: Class 21 contains 14815 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 164000 members 
Mstep: Class 26 contains 2208 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58095708.000000 Penalty: 17622.015625
Iteration 40F: 29 clusters Score -5.809571e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17559 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 57542 members 
Mstep: Class 5 contains 899 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 58989 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 255978 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 77919 members 
Mstep: Class 15 contains 110587 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 175766 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 14867 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 162959 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58098328.000000 Penalty: 17622.015625
Iteration 41Q: 29 clusters Score -5.809833e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17618 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 59857 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 59207 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 255562 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 19105 members 
Mstep: Class 14 contains 77918 members 
Mstep: Class 15 contains 110218 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 174293 members 
Mstep: Class 20 contains 26037 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 467 members 
Mstep: Class 23 contains 1914 members 
Mstep: Class 24 contains 709 members 
Mstep: Class 25 contains 161848 members 
Mstep: Class 26 contains 2420 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58099536.000000 Penalty: 17622.015625
Iteration 42Q: 29 clusters Score -5.809954e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 62272 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 59437 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 255150 members 
Mstep: Class 12 contains 980 members 
Mstep: Class 13 contains 19269 members 
Mstep: Class 14 contains 77929 members 
Mstep: Class 15 contains 109915 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 172834 members 
Mstep: Class 20 contains 26203 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 1878 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 160590 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58099608.000000 Penalty: 17622.015625
Iteration 43Q: 29 clusters Score -5.809961e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 8513 members 
Mstep: Class 4 contains 64635 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 59653 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 254778 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 19375 members 
Mstep: Class 14 contains 77951 members 
Mstep: Class 15 contains 109726 members 
Mstep: Class 16 contains 3823 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 171396 members 
Mstep: Class 20 contains 26333 members 
Mstep: Class 21 contains 15115 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 159328 members 
Mstep: Class 26 contains 2406 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58100524.000000 Penalty: 17622.015625
Iteration 44Q: 29 clusters Score -5.810052e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17756 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 67070 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 59930 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 254359 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 19470 members 
Mstep: Class 14 contains 77963 members 
Mstep: Class 15 contains 109501 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 169934 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 15268 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 887 members 
Mstep: Class 25 contains 158021 members 
Mstep: Class 26 contains 2389 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58101176.000000 Penalty: 17622.015625
Iteration 45Q: 29 clusters Score -5.810118e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 69528 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 60160 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 253972 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 19511 members 
Mstep: Class 14 contains 77973 members 
Mstep: Class 15 contains 109456 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 168384 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 15413 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 156711 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58101524.000000 Penalty: 17622.015625
Iteration 46Q: 29 clusters Score -5.810152e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17792 members 
Mstep: Class 3 contains 8495 members 
Mstep: Class 4 contains 71985 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 60380 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 253590 members 
Mstep: Class 12 contains 1033 members 
Mstep: Class 13 contains 19548 members 
Mstep: Class 14 contains 77990 members 
Mstep: Class 15 contains 109490 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 166902 members 
Mstep: Class 20 contains 26704 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1869 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 155295 members 
Mstep: Class 26 contains 2378 members 
Mstep: Class 27 contains 3546 members 
Mstep: Class 28 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58101880.000000 Penalty: 17622.015625
Iteration 47Q: 29 clusters Score -5.810188e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17793 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 74528 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 60534 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 253215 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 19560 members 
Mstep: Class 14 contains 78001 members 
Mstep: Class 15 contains 109580 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 165437 members 
Mstep: Class 20 contains 26833 members 
Mstep: Class 21 contains 15743 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 153817 members 
Mstep: Class 26 contains 2371 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58101608.000000 Penalty: 17622.015625
Iteration 48Q: 29 clusters Score -5.810161e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17794 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 77308 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 60746 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 252865 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 19553 members 
Mstep: Class 14 contains 77999 members 
Mstep: Class 15 contains 109676 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 163913 members 
Mstep: Class 20 contains 26931 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1896 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 152163 members 
Mstep: Class 26 contains 2365 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58102472.000000 Penalty: 17622.015625
Iteration 49Q: 29 clusters Score -5.810247e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17801 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 80104 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 60939 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 252503 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 19527 members 
Mstep: Class 14 contains 77999 members 
Mstep: Class 15 contains 109839 members 
Mstep: Class 16 contains 3867 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 162379 members 
Mstep: Class 20 contains 27044 members 
Mstep: Class 21 contains 16086 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 1875 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 150462 members 
Mstep: Class 26 contains 2363 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58102804.000000 Penalty: 17622.015625
Iteration 50Q: 29 clusters Score -5.81028e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17817 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 83023 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61090 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 252143 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 19482 members 
Mstep: Class 14 contains 78001 members 
Mstep: Class 15 contains 110033 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 160798 members 
Mstep: Class 20 contains 27156 members 
Mstep: Class 21 contains 16274 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 1054 members 
Mstep: Class 25 contains 148735 members 
Mstep: Class 26 contains 2367 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58103640.000000 Penalty: 17622.015625
Iteration 51Q: 29 clusters Score -5.810364e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 8485 members 
Mstep: Class 4 contains 86132 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61237 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 251787 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 19410 members 
Mstep: Class 14 contains 78000 members 
Mstep: Class 15 contains 110191 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 159155 members 
Mstep: Class 20 contains 27294 members 
Mstep: Class 21 contains 16449 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 146942 members 
Mstep: Class 26 contains 2368 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58104144.000000 Penalty: 17622.015625
Iteration 52Q: 29 clusters Score -5.810414e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17859 members 
Mstep: Class 3 contains 8481 members 
Mstep: Class 4 contains 89376 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61370 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 251416 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 19340 members 
Mstep: Class 14 contains 78002 members 
Mstep: Class 15 contains 110307 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 157424 members 
Mstep: Class 20 contains 27438 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 145139 members 
Mstep: Class 26 contains 2362 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58104504.000000 Penalty: 17622.015625
Iteration 53Q: 29 clusters Score -5.81045e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17870 members 
Mstep: Class 3 contains 8485 members 
Mstep: Class 4 contains 92762 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61497 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 251033 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 19272 members 
Mstep: Class 14 contains 78004 members 
Mstep: Class 15 contains 110479 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 155592 members 
Mstep: Class 20 contains 27581 members 
Mstep: Class 21 contains 16839 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 143271 members 
Mstep: Class 26 contains 2365 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58105176.000000 Penalty: 17622.015625
Iteration 54Q: 29 clusters Score -5.810518e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 96213 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61617 members 
Mstep: Class 9 contains 3492 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 250646 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 19179 members 
Mstep: Class 14 contains 78008 members 
Mstep: Class 15 contains 110642 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 153929 members 
Mstep: Class 20 contains 27718 members 
Mstep: Class 21 contains 17047 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 1073 members 
Mstep: Class 25 contains 141230 members 
Mstep: Class 26 contains 2367 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58105840.000000 Penalty: 17622.015625
Iteration 55Q: 29 clusters Score -5.810584e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17880 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 99618 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61776 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 250256 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 78010 members 
Mstep: Class 15 contains 110775 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 152391 members 
Mstep: Class 20 contains 27836 members 
Mstep: Class 21 contains 17270 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 139129 members 
Mstep: Class 26 contains 2364 members 
Mstep: Class 27 contains 3575 members 
Mstep: Class 28 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58106180.000000 Penalty: 17622.015625
Iteration 56Q: 29 clusters Score -5.810618e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17875 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 103022 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 61937 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 249843 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 78010 members 
Mstep: Class 15 contains 110914 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 150979 members 
Mstep: Class 20 contains 27975 members 
Mstep: Class 21 contains 17508 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 1073 members 
Mstep: Class 25 contains 136926 members 
Mstep: Class 26 contains 2366 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58107040.000000 Penalty: 17622.015625
Iteration 57Q: 29 clusters Score -5.810704e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17865 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 106366 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 62053 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 249443 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 14 contains 78013 members 
Mstep: Class 15 contains 111112 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 149712 members 
Mstep: Class 20 contains 28127 members 
Mstep: Class 21 contains 17728 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 134624 members 
Mstep: Class 26 contains 2370 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58107068.000000 Penalty: 17622.015625
Iteration 58Q: 29 clusters Score -5.810707e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 8482 members 
Mstep: Class 4 contains 109433 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 62133 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 249042 members 
Mstep: Class 12 contains 1385 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 78014 members 
Mstep: Class 15 contains 111332 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 148643 members 
Mstep: Class 20 contains 28266 members 
Mstep: Class 21 contains 17947 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 1875 members 
Mstep: Class 24 contains 1077 members 
Mstep: Class 25 contains 132447 members 
Mstep: Class 26 contains 2368 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58108472.000000 Penalty: 17622.015625
Iteration 59Q: 29 clusters Score -5.810847e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17799 members 
Mstep: Class 3 contains 8490 members 
Mstep: Class 4 contains 111803 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 62303 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 248646 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 18624 members 
Mstep: Class 14 contains 78017 members 
Mstep: Class 15 contains 111667 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 147934 members 
Mstep: Class 20 contains 28401 members 
Mstep: Class 21 contains 18167 members 
Mstep: Class 22 contains 509 members 
Mstep: Class 23 contains 1855 members 
Mstep: Class 24 contains 1080 members 
Mstep: Class 25 contains 130369 members 
Mstep: Class 26 contains 2371 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58111288.000000 Penalty: 17622.015625
Iteration 60F: 29 clusters Score -5.811129e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 113622 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 481 members 
Mstep: Class 8 contains 62525 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 248207 members 
Mstep: Class 12 contains 1421 members 
Mstep: Class 13 contains 18558 members 
Mstep: Class 14 contains 78020 members 
Mstep: Class 15 contains 112193 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 147431 members 
Mstep: Class 20 contains 28534 members 
Mstep: Class 21 contains 18392 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 1812 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 128327 members 
Mstep: Class 26 contains 2425 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58114576.000000 Penalty: 17622.015625
Iteration 61Q: 29 clusters Score -5.811458e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17693 members 
Mstep: Class 3 contains 8505 members 
Mstep: Class 4 contains 115039 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 62887 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 247709 members 
Mstep: Class 12 contains 1428 members 
Mstep: Class 13 contains 18537 members 
Mstep: Class 14 contains 78015 members 
Mstep: Class 15 contains 112793 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147007 members 
Mstep: Class 20 contains 28675 members 
Mstep: Class 21 contains 18654 members 
Mstep: Class 22 contains 519 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1155 members 
Mstep: Class 25 contains 126423 members 
Mstep: Class 26 contains 2479 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58115616.000000 Penalty: 17622.015625
Iteration 62Q: 29 clusters Score -5.811562e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17631 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 116171 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 63284 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 247215 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 18518 members 
Mstep: Class 14 contains 78007 members 
Mstep: Class 15 contains 113462 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 3436 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146689 members 
Mstep: Class 20 contains 28803 members 
Mstep: Class 21 contains 18915 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 124610 members 
Mstep: Class 26 contains 2516 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58116096.000000 Penalty: 17622.015625
Iteration 63Q: 29 clusters Score -5.81161e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17573 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 116988 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 63764 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 246711 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 78006 members 
Mstep: Class 15 contains 114137 members 
Mstep: Class 16 contains 3922 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146436 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 19179 members 
Mstep: Class 22 contains 575 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 1190 members 
Mstep: Class 25 contains 122989 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58116784.000000 Penalty: 17622.015625
Iteration 64Q: 29 clusters Score -5.811678e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17529 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 117470 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 64289 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 246203 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 18430 members 
Mstep: Class 14 contains 78000 members 
Mstep: Class 15 contains 114931 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146292 members 
Mstep: Class 20 contains 29102 members 
Mstep: Class 21 contains 19443 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 1616 members 
Mstep: Class 24 contains 1206 members 
Mstep: Class 25 contains 121477 members 
Mstep: Class 26 contains 2506 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58117220.000000 Penalty: 17622.015625
Iteration 65Q: 29 clusters Score -5.811722e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17478 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 117681 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 64868 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 245672 members 
Mstep: Class 12 contains 1409 members 
Mstep: Class 13 contains 18349 members 
Mstep: Class 14 contains 78000 members 
Mstep: Class 15 contains 115760 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146355 members 
Mstep: Class 20 contains 29250 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 1599 members 
Mstep: Class 24 contains 1225 members 
Mstep: Class 25 contains 120009 members 
Mstep: Class 26 contains 2501 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58117680.000000 Penalty: 17622.015625
Iteration 66Q: 29 clusters Score -5.811768e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17423 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 117811 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 65459 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 245140 members 
Mstep: Class 12 contains 1385 members 
Mstep: Class 13 contains 18294 members 
Mstep: Class 14 contains 78001 members 
Mstep: Class 15 contains 116586 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 3211 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146363 members 
Mstep: Class 20 contains 29410 members 
Mstep: Class 21 contains 20028 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 1243 members 
Mstep: Class 25 contains 118614 members 
Mstep: Class 26 contains 2491 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58117824.000000 Penalty: 17622.015625
Iteration 67Q: 29 clusters Score -5.811782e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17372 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 117818 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 66143 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 244579 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 18244 members 
Mstep: Class 14 contains 77998 members 
Mstep: Class 15 contains 117285 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146405 members 
Mstep: Class 20 contains 29581 members 
Mstep: Class 21 contains 20331 members 
Mstep: Class 22 contains 588 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 1265 members 
Mstep: Class 25 contains 117335 members 
Mstep: Class 26 contains 2486 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58118204.000000 Penalty: 17622.015625
Iteration 68Q: 29 clusters Score -5.81182e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17322 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 117610 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 66910 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 244063 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 18191 members 
Mstep: Class 14 contains 78000 members 
Mstep: Class 15 contains 117931 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146542 members 
Mstep: Class 20 contains 29737 members 
Mstep: Class 21 contains 20615 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 1595 members 
Mstep: Class 24 contains 1291 members 
Mstep: Class 25 contains 116134 members 
Mstep: Class 26 contains 2487 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58119172.000000 Penalty: 17622.015625
Iteration 69Q: 29 clusters Score -5.811917e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17279 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 117276 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 67791 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 243546 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 18184 members 
Mstep: Class 14 contains 78004 members 
Mstep: Class 15 contains 118503 members 
Mstep: Class 16 contains 3993 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146724 members 
Mstep: Class 20 contains 29907 members 
Mstep: Class 21 contains 20897 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 114942 members 
Mstep: Class 26 contains 2480 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58119512.000000 Penalty: 17622.015625
Iteration 70Q: 29 clusters Score -5.811951e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17231 members 
Mstep: Class 3 contains 8584 members 
Mstep: Class 4 contains 116964 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 68704 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 243018 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 14 contains 78005 members 
Mstep: Class 15 contains 119033 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 146917 members 
Mstep: Class 20 contains 30084 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 113708 members 
Mstep: Class 26 contains 2469 members 
Mstep: Class 27 contains 3540 members 
Mstep: Class 28 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58119844.000000 Penalty: 17622.015625
Iteration 71Q: 29 clusters Score -5.811984e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17200 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 116634 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 69738 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 242506 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 14 contains 78008 members 
Mstep: Class 15 contains 119536 members 
Mstep: Class 16 contains 4015 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147060 members 
Mstep: Class 20 contains 30251 members 
Mstep: Class 21 contains 21460 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 112432 members 
Mstep: Class 26 contains 2458 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58120440.000000 Penalty: 17622.015625
Iteration 72Q: 29 clusters Score -5.812044e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17170 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 116267 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 70813 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 241967 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 18215 members 
Mstep: Class 14 contains 78009 members 
Mstep: Class 15 contains 120000 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 2920 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147185 members 
Mstep: Class 20 contains 30409 members 
Mstep: Class 21 contains 21761 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 1418 members 
Mstep: Class 25 contains 111197 members 
Mstep: Class 26 contains 2454 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58120860.000000 Penalty: 17622.015625
Iteration 73Q: 29 clusters Score -5.812086e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17132 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 115889 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 71984 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 241467 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 18227 members 
Mstep: Class 14 contains 78009 members 
Mstep: Class 15 contains 120451 members 
Mstep: Class 16 contains 4026 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147337 members 
Mstep: Class 20 contains 30578 members 
Mstep: Class 21 contains 22037 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 109890 members 
Mstep: Class 26 contains 2447 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58121736.000000 Penalty: 17622.015625
Iteration 74Q: 29 clusters Score -5.812174e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17106 members 
Mstep: Class 3 contains 8673 members 
Mstep: Class 4 contains 115557 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 73176 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 241015 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 18232 members 
Mstep: Class 14 contains 78004 members 
Mstep: Class 15 contains 120865 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 2818 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147436 members 
Mstep: Class 20 contains 30737 members 
Mstep: Class 21 contains 22282 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 108601 members 
Mstep: Class 26 contains 2442 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58122160.000000 Penalty: 17622.015625
Iteration 75Q: 29 clusters Score -5.812216e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17094 members 
Mstep: Class 3 contains 8680 members 
Mstep: Class 4 contains 115218 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 74406 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 240578 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 18197 members 
Mstep: Class 14 contains 77999 members 
Mstep: Class 15 contains 121252 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147579 members 
Mstep: Class 20 contains 30874 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 585 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 107286 members 
Mstep: Class 26 contains 2434 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58121768.000000 Penalty: 17622.015625
Iteration 76Q: 29 clusters Score -5.812177e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17078 members 
Mstep: Class 3 contains 8686 members 
Mstep: Class 4 contains 114870 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 75647 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 240163 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 13 contains 18175 members 
Mstep: Class 14 contains 77993 members 
Mstep: Class 15 contains 121637 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147734 members 
Mstep: Class 20 contains 31037 members 
Mstep: Class 21 contains 22735 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1618 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 105924 members 
Mstep: Class 26 contains 2417 members 
Mstep: Class 27 contains 3514 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58122752.000000 Penalty: 17622.015625
Iteration 77Q: 29 clusters Score -5.812275e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17074 members 
Mstep: Class 3 contains 8687 members 
Mstep: Class 4 contains 114582 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 76909 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 239756 members 
Mstep: Class 12 contains 1157 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 77988 members 
Mstep: Class 15 contains 121996 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147845 members 
Mstep: Class 20 contains 31193 members 
Mstep: Class 21 contains 22953 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 104546 members 
Mstep: Class 26 contains 2413 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58123420.000000 Penalty: 17622.015625
Iteration 78Q: 29 clusters Score -5.812342e+07 nChanged 3517
Entering ConstructFrom: 
Score: -58123420.000000 Penalty: 17622.015625
Entering ConstructFrom: 
Trying to split cluster 1 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -46972.191406 Penalty: 313.197540
	Iteration 0F: 2 clusters Score -46972.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46294.316406 Penalty: 626.395081
	Iteration 0F: 3 clusters Score -46294.32 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47105.515625 Penalty: 626.395081
	Iteration 1F: 3 clusters Score -47105.52 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47549.781250 Penalty: 626.395081
	Iteration 2F: 3 clusters Score -47549.78 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48111.296875 Penalty: 626.395081
	Iteration 3F: 3 clusters Score -48111.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48750.429688 Penalty: 626.395081
	Iteration 4F: 3 clusters Score -48750.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49163.128906 Penalty: 626.395081
	Iteration 5Q: 3 clusters Score -49163.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49403.488281 Penalty: 626.395081
	Iteration 6F: 3 clusters Score -49403.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49670.746094 Penalty: 626.395081
	Iteration 7F: 3 clusters Score -49670.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49938.839844 Penalty: 626.395081
	Iteration 8Q: 3 clusters Score -49938.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50128.632812 Penalty: 626.395081
	Iteration 9Q: 3 clusters Score -50128.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50229.136719 Penalty: 626.395081
	Iteration 10Q: 3 clusters Score -50229.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50257.636719 Penalty: 626.395081
	Iteration 11Q: 3 clusters Score -50257.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50260.546875 Penalty: 626.395081
	Iteration 12Q: 3 clusters Score -50260.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50262.988281 Penalty: 626.395081
	Iteration 13Q: 3 clusters Score -50262.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50267.285156 Penalty: 626.395081
	Iteration 14Q: 3 clusters Score -50267.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50269.066406 Penalty: 626.395081
	Iteration 15Q: 3 clusters Score -50269.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50271.082031 Penalty: 626.395081
	Iteration 16Q: 3 clusters Score -50271.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50274.863281 Penalty: 626.395081
	Iteration 17Q: 3 clusters Score -50274.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50272.902344 Penalty: 626.395081
	Iteration 18Q: 3 clusters Score -50272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50272.902344 Penalty: 626.395081
	Iteration 19F: 3 clusters Score -50272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 77987 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Entering Unmasked Estep 
Score: -58127268.000000 Penalty: 18251.373047
Splitting cluster 1 changes total score from -58123420.000000 to -58127268.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (17072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Entering Unmasked Estep 
Score: -1035553.750000 Penalty: 443.406403
	Iteration 0F: 2 clusters Score -1035554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1024238.562500 Penalty: 886.812805
	Iteration 0F: 3 clusters Score -1024239 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1029207.562500 Penalty: 886.812805
	Iteration 1F: 3 clusters Score -1029208 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1030063.687500 Penalty: 886.812805
	Iteration 2F: 3 clusters Score -1030064 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1031220.750000 Penalty: 886.812805
	Iteration 3F: 3 clusters Score -1031221 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1032527.375000 Penalty: 886.812805
	Iteration 4F: 3 clusters Score -1032527 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1033612.000000 Penalty: 886.812805
	Iteration 5F: 3 clusters Score -1033612 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1034361.312500 Penalty: 886.812805
	Iteration 6Q: 3 clusters Score -1034361 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1034803.000000 Penalty: 886.812805
	Iteration 7Q: 3 clusters Score -1034803 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1035075.875000 Penalty: 886.812805
	Iteration 8Q: 3 clusters Score -1035076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1035193.000000 Penalty: 886.812805
	Iteration 9Q: 3 clusters Score -1035193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1035227.625000 Penalty: 886.812805
	Iteration 10Q: 3 clusters Score -1035228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1035238.625000 Penalty: 886.812805
	Iteration 11Q: 3 clusters Score -1035239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1035247.562500 Penalty: 886.812805
	Iteration 12Q: 3 clusters Score -1035248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1035253.062500 Penalty: 886.812805
	Iteration 13Q: 3 clusters Score -1035253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1035258.187500 Penalty: 886.812805
	Iteration 14Q: 3 clusters Score -1035258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1035261.312500 Penalty: 886.812805
	Iteration 15Q: 3 clusters Score -1035261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1035261.562500 Penalty: 886.812805
	Iteration 16Q: 3 clusters Score -1035262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1035263.750000 Penalty: 886.812805
	Iteration 17Q: 3 clusters Score -1035264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1035268.500000 Penalty: 886.812805
	Iteration 18Q: 3 clusters Score -1035268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1035270.875000 Penalty: 886.812805
	Iteration 19Q: 3 clusters Score -1035271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1035272.000000 Penalty: 886.812805
	Iteration 20F: 3 clusters Score -1035272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1035275.937500 Penalty: 886.812805
	Iteration 21Q: 3 clusters Score -1035276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1035275.500000 Penalty: 886.812805
	Iteration 22Q: 3 clusters Score -1035276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1035276.812500 Penalty: 886.812805
	Iteration 23Q: 3 clusters Score -1035277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1035278.437500 Penalty: 886.812805
	Iteration 24Q: 3 clusters Score -1035278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1035277.750000 Penalty: 886.812805
	Iteration 25Q: 3 clusters Score -1035278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1035278.687500 Penalty: 886.812805
	Iteration 26Q: 3 clusters Score -1035279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1035278.187500 Penalty: 886.812805
	Iteration 27Q: 3 clusters Score -1035278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1035278.750000 Penalty: 886.812805
	Iteration 28Q: 3 clusters Score -1035279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1035280.000000 Penalty: 886.812805
	Iteration 29Q: 3 clusters Score -1035280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1035280.125000 Penalty: 886.812805
	Iteration 30Q: 3 clusters Score -1035280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1035281.875000 Penalty: 886.812805
	Iteration 31Q: 3 clusters Score -1035282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1035281.500000 Penalty: 886.812805
	Iteration 32Q: 3 clusters Score -1035282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1035283.187500 Penalty: 886.812805
	Iteration 33Q: 3 clusters Score -1035283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1035283.750000 Penalty: 886.812805
	Iteration 34Q: 3 clusters Score -1035284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1035285.187500 Penalty: 886.812805
	Iteration 35Q: 3 clusters Score -1035285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1035282.937500 Penalty: 886.812805
	Iteration 36Q: 3 clusters Score -1035283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1035283.437500 Penalty: 886.812805
	Iteration 37Q: 3 clusters Score -1035283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1035283.437500 Penalty: 886.812805
	Iteration 38F: 3 clusters Score -1035283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -524626.562500 Penalty: 412.697449
	Iteration 0F: 2 clusters Score -524626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -518777.343750 Penalty: 825.394897
	Iteration 0F: 3 clusters Score -518777.3 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -520986.343750 Penalty: 825.394897
	Iteration 1F: 3 clusters Score -520986.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -521109.812500 Penalty: 825.394897
	Iteration 2Q: 3 clusters Score -521109.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -521271.406250 Penalty: 825.394897
	Iteration 3Q: 3 clusters Score -521271.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -521528.562500 Penalty: 825.394897
	Iteration 4F: 3 clusters Score -521528.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -521925.375000 Penalty: 825.394897
	Iteration 5F: 3 clusters Score -521925.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -522477.250000 Penalty: 825.394897
	Iteration 6F: 3 clusters Score -522477.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -523055.875000 Penalty: 825.394897
	Iteration 7F: 3 clusters Score -523055.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -523452.437500 Penalty: 825.394897
	Iteration 8F: 3 clusters Score -523452.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -523740.406250 Penalty: 825.394897
	Iteration 9Q: 3 clusters Score -523740.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -523958.625000 Penalty: 825.394897
	Iteration 10Q: 3 clusters Score -523958.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -524085.531250 Penalty: 825.394897
	Iteration 11Q: 3 clusters Score -524085.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -524144.625000 Penalty: 825.394897
	Iteration 12Q: 3 clusters Score -524144.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -524178.968750 Penalty: 825.394897
	Iteration 13Q: 3 clusters Score -524179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -524208.312500 Penalty: 825.394897
	Iteration 14Q: 3 clusters Score -524208.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -524224.843750 Penalty: 825.394897
	Iteration 15Q: 3 clusters Score -524224.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -524237.968750 Penalty: 825.394897
	Iteration 16Q: 3 clusters Score -524238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -524248.937500 Penalty: 825.394897
	Iteration 17Q: 3 clusters Score -524248.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -524255.875000 Penalty: 825.394897
	Iteration 18Q: 3 clusters Score -524255.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -524263.593750 Penalty: 825.394897
	Iteration 19Q: 3 clusters Score -524263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -524266.812500 Penalty: 825.394897
	Iteration 20F: 3 clusters Score -524266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -524269.250000 Penalty: 825.394897
	Iteration 21Q: 3 clusters Score -524269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -524270.031250 Penalty: 825.394897
	Iteration 22Q: 3 clusters Score -524270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -524272.500000 Penalty: 825.394897
	Iteration 23Q: 3 clusters Score -524272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -524274.937500 Penalty: 825.394897
	Iteration 24Q: 3 clusters Score -524274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -524276.500000 Penalty: 825.394897
	Iteration 25Q: 3 clusters Score -524276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -524281.843750 Penalty: 825.394897
	Iteration 26Q: 3 clusters Score -524281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -524286.906250 Penalty: 825.394897
	Iteration 27Q: 3 clusters Score -524286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -524291.187500 Penalty: 825.394897
	Iteration 28Q: 3 clusters Score -524291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -524294.937500 Penalty: 825.394897
	Iteration 29Q: 3 clusters Score -524294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -524299.562500 Penalty: 825.394897
	Iteration 30Q: 3 clusters Score -524299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -524303.875000 Penalty: 825.394897
	Iteration 31Q: 3 clusters Score -524303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -524305.125000 Penalty: 825.394897
	Iteration 32Q: 3 clusters Score -524305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -524305.750000 Penalty: 825.394897
	Iteration 33Q: 3 clusters Score -524305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -524307.062500 Penalty: 825.394897
	Iteration 34Q: 3 clusters Score -524307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -524307.062500 Penalty: 825.394897
	Iteration 35F: 3 clusters Score -524307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Entering Unmasked Estep 
Score: -6869951.000000 Penalty: 529.921875
	Iteration 0F: 2 clusters Score -6869951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -6794552.000000 Penalty: 1059.843750
	Iteration 0F: 3 clusters Score -6794552 nChanged 56028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -6829342.000000 Penalty: 1059.843750
	Iteration 1F: 3 clusters Score -6829342 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -6831996.500000 Penalty: 1059.843750
	Iteration 2Q: 3 clusters Score -6831996 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -6836310.500000 Penalty: 1059.843750
	Iteration 3F: 3 clusters Score -6836310 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6842688.000000 Penalty: 1059.843750
	Iteration 4F: 3 clusters Score -6842688 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -6850118.000000 Penalty: 1059.843750
	Iteration 5F: 3 clusters Score -6850118 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -6854399.500000 Penalty: 1059.843750
	Iteration 6F: 3 clusters Score -6854400 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -6856042.000000 Penalty: 1059.843750
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Mstep: Class 1 contains 57585 members 
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Mstep: Class 1 contains 57352 members 
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Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56798 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6862543 nChanged 838
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Mstep: Class 2 contains 58138 members 
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Mstep: Class 2 contains 57978 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6868244 nChanged 557
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Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104407 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 7552 members 
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Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6869212 nChanged 124
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Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5732 members 
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Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5520 members 
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Mstep: Class 2 contains 5443 members 
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	Iteration 140F: 3 clusters Score -6869334 nChanged 59
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	Iteration 149Q: 3 clusters Score -6869390 nChanged 38
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	Iteration 160F: 3 clusters Score -6869414 nChanged 28
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Mstep: Class 1 contains 110227 members 
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	Iteration 162Q: 3 clusters Score -6869426 nChanged 12
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Mstep: Class 1 contains 110235 members 
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	Iteration 163Q: 3 clusters Score -6869422 nChanged 14
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Mstep: Class 1 contains 110243 members 
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	Iteration 164Q: 3 clusters Score -6869428 nChanged 19
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Mstep: Class 1 contains 110258 members 
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	Iteration 165Q: 3 clusters Score -6869424 nChanged 17
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Mstep: Class 1 contains 110269 members 
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	Iteration 166Q: 3 clusters Score -6869422 nChanged 13
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	Iteration 168Q: 3 clusters Score -6869417 nChanged 11
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	Iteration 172Q: 3 clusters Score -6869430 nChanged 13
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	Iteration 177Q: 3 clusters Score -6869428 nChanged 7
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	Iteration 178Q: 3 clusters Score -6869432 nChanged 8
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	Iteration 179Q: 3 clusters Score -6869432 nChanged 4
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	Iteration 180F: 3 clusters Score -6869430 nChanged 10
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	Iteration 181Q: 3 clusters Score -6869432 nChanged 12
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	Iteration 182Q: 3 clusters Score -6869431 nChanged 11
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	Iteration 183Q: 3 clusters Score -6869436 nChanged 15
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	Iteration 184Q: 3 clusters Score -6869438 nChanged 17
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	Iteration 186Q: 3 clusters Score -6869439 nChanged 18
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6869446 nChanged 24
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Entering Unmasked Estep 
Score: -6869447.500000 Penalty: 1059.843750
	Iteration 192Q: 3 clusters Score -6869448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6869448.000000 Penalty: 1059.843750
	Iteration 193Q: 3 clusters Score -6869448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6869450.500000 Penalty: 1059.843750
	Iteration 194Q: 3 clusters Score -6869450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6869452.000000 Penalty: 1059.843750
	Iteration 195Q: 3 clusters Score -6869452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6869455.000000 Penalty: 1059.843750
	Iteration 196Q: 3 clusters Score -6869455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110593 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6869461.000000 Penalty: 1059.843750
	Iteration 197Q: 3 clusters Score -6869461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6869457.000000 Penalty: 1059.843750
	Iteration 198Q: 3 clusters Score -6869457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6869459.000000 Penalty: 1059.843750
	Iteration 199Q: 3 clusters Score -6869459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6869459.500000 Penalty: 1059.843750
	Iteration 200F: 3 clusters Score -6869460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6869460.000000 Penalty: 1059.843750
	Iteration 201Q: 3 clusters Score -6869460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6869455.500000 Penalty: 1059.843750
	Iteration 202Q: 3 clusters Score -6869456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6869455.000000 Penalty: 1059.843750
	Iteration 203Q: 3 clusters Score -6869455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6869448.500000 Penalty: 1059.843750
	Iteration 204Q: 3 clusters Score -6869448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6869453.500000 Penalty: 1059.843750
	Iteration 205Q: 3 clusters Score -6869454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6869467.500000 Penalty: 1059.843750
	Iteration 206Q: 3 clusters Score -6869468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6869464.500000 Penalty: 1059.843750
	Iteration 207Q: 3 clusters Score -6869464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6869470.500000 Penalty: 1059.843750
	Iteration 208Q: 3 clusters Score -6869470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6869474.000000 Penalty: 1059.843750
	Iteration 209Q: 3 clusters Score -6869474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6869487.000000 Penalty: 1059.843750
	Iteration 210Q: 3 clusters Score -6869487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6869501.500000 Penalty: 1059.843750
	Iteration 211Q: 3 clusters Score -6869502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6869505.000000 Penalty: 1059.843750
	Iteration 212Q: 3 clusters Score -6869505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6869514.500000 Penalty: 1059.843750
	Iteration 213Q: 3 clusters Score -6869514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6869522.500000 Penalty: 1059.843750
	Iteration 214Q: 3 clusters Score -6869522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6869528.500000 Penalty: 1059.843750
	Iteration 215Q: 3 clusters Score -6869528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6869539.500000 Penalty: 1059.843750
	Iteration 216Q: 3 clusters Score -6869540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6869546.000000 Penalty: 1059.843750
	Iteration 217Q: 3 clusters Score -6869546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6869556.000000 Penalty: 1059.843750
	Iteration 218Q: 3 clusters Score -6869556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6869557.000000 Penalty: 1059.843750
	Iteration 219Q: 3 clusters Score -6869557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6869553.500000 Penalty: 1059.843750
	Iteration 220F: 3 clusters Score -6869554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6869564.000000 Penalty: 1059.843750
	Iteration 221Q: 3 clusters Score -6869564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6869575.500000 Penalty: 1059.843750
	Iteration 222Q: 3 clusters Score -6869576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6869583.000000 Penalty: 1059.843750
	Iteration 223Q: 3 clusters Score -6869583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6869586.500000 Penalty: 1059.843750
	Iteration 224Q: 3 clusters Score -6869586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6869587.000000 Penalty: 1059.843750
	Iteration 225Q: 3 clusters Score -6869587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6869587.000000 Penalty: 1059.843750
	Iteration 226Q: 3 clusters Score -6869587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6869586.500000 Penalty: 1059.843750
	Iteration 227Q: 3 clusters Score -6869586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6869583.000000 Penalty: 1059.843750
	Iteration 228Q: 3 clusters Score -6869583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6869589.500000 Penalty: 1059.843750
	Iteration 229Q: 3 clusters Score -6869590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6869596.500000 Penalty: 1059.843750
	Iteration 230Q: 3 clusters Score -6869596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6869603.500000 Penalty: 1059.843750
	Iteration 231Q: 3 clusters Score -6869604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111365 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6869609.000000 Penalty: 1059.843750
	Iteration 232Q: 3 clusters Score -6869609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111379 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6869616.500000 Penalty: 1059.843750
	Iteration 233Q: 3 clusters Score -6869616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6869618.500000 Penalty: 1059.843750
	Iteration 234Q: 3 clusters Score -6869618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6869623.000000 Penalty: 1059.843750
	Iteration 235Q: 3 clusters Score -6869623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6869619.500000 Penalty: 1059.843750
	Iteration 236Q: 3 clusters Score -6869620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6869622.000000 Penalty: 1059.843750
	Iteration 237Q: 3 clusters Score -6869622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6869624.000000 Penalty: 1059.843750
	Iteration 238Q: 3 clusters Score -6869624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6869628.500000 Penalty: 1059.843750
	Iteration 239Q: 3 clusters Score -6869628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6869628.500000 Penalty: 1059.843750
	Iteration 240F: 3 clusters Score -6869628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6869634.000000 Penalty: 1059.843750
	Iteration 241Q: 3 clusters Score -6869634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6869634.500000 Penalty: 1059.843750
	Iteration 242Q: 3 clusters Score -6869634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6869632.500000 Penalty: 1059.843750
	Iteration 243Q: 3 clusters Score -6869632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6869632.500000 Penalty: 1059.843750
	Iteration 244Q: 3 clusters Score -6869632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6869631.000000 Penalty: 1059.843750
	Iteration 245Q: 3 clusters Score -6869631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6869632.500000 Penalty: 1059.843750
	Iteration 246Q: 3 clusters Score -6869632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6869630.500000 Penalty: 1059.843750
	Iteration 247Q: 3 clusters Score -6869630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6869630.500000 Penalty: 1059.843750
	Iteration 248F: 3 clusters Score -6869630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -211854.515625 Penalty: 372.496796
	Iteration 0F: 2 clusters Score -211854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -209387.625000 Penalty: 744.993591
	Iteration 0F: 3 clusters Score -209387.6 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -210356.593750 Penalty: 744.993591
	Iteration 1F: 3 clusters Score -210356.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -210493.515625 Penalty: 744.993591
	Iteration 2F: 3 clusters Score -210493.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -210592.000000 Penalty: 744.993591
	Iteration 3F: 3 clusters Score -210592 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -210684.609375 Penalty: 744.993591
	Iteration 4Q: 3 clusters Score -210684.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -210786.593750 Penalty: 744.993591
	Iteration 5Q: 3 clusters Score -210786.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -210894.734375 Penalty: 744.993591
	Iteration 6Q: 3 clusters Score -210894.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -211017.218750 Penalty: 744.993591
	Iteration 7Q: 3 clusters Score -211017.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -211084.046875 Penalty: 744.993591
	Iteration 8Q: 3 clusters Score -211084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -211132.312500 Penalty: 744.993591
	Iteration 9Q: 3 clusters Score -211132.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -211176.281250 Penalty: 744.993591
	Iteration 10Q: 3 clusters Score -211176.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -211207.906250 Penalty: 744.993591
	Iteration 11Q: 3 clusters Score -211207.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -211244.093750 Penalty: 744.993591
	Iteration 12Q: 3 clusters Score -211244.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -211271.687500 Penalty: 744.993591
	Iteration 13Q: 3 clusters Score -211271.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -211293.281250 Penalty: 744.993591
	Iteration 14Q: 3 clusters Score -211293.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -211310.015625 Penalty: 744.993591
	Iteration 15Q: 3 clusters Score -211310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -211325.000000 Penalty: 744.993591
	Iteration 16Q: 3 clusters Score -211325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -211344.125000 Penalty: 744.993591
	Iteration 17Q: 3 clusters Score -211344.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -211360.859375 Penalty: 744.993591
	Iteration 18Q: 3 clusters Score -211360.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -211377.000000 Penalty: 744.993591
	Iteration 19Q: 3 clusters Score -211377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -211388.500000 Penalty: 744.993591
	Iteration 20F: 3 clusters Score -211388.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -211394.687500 Penalty: 744.993591
	Iteration 21Q: 3 clusters Score -211394.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -211400.328125 Penalty: 744.993591
	Iteration 22Q: 3 clusters Score -211400.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -211405.109375 Penalty: 744.993591
	Iteration 23Q: 3 clusters Score -211405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -211409.109375 Penalty: 744.993591
	Iteration 24Q: 3 clusters Score -211409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -211414.812500 Penalty: 744.993591
	Iteration 25Q: 3 clusters Score -211414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -211420.531250 Penalty: 744.993591
	Iteration 26Q: 3 clusters Score -211420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -211428.765625 Penalty: 744.993591
	Iteration 27Q: 3 clusters Score -211428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -211437.968750 Penalty: 744.993591
	Iteration 28Q: 3 clusters Score -211438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -211447.140625 Penalty: 744.993591
	Iteration 29Q: 3 clusters Score -211447.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -211455.546875 Penalty: 744.993591
	Iteration 30Q: 3 clusters Score -211455.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -211463.328125 Penalty: 744.993591
	Iteration 31Q: 3 clusters Score -211463.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -211474.062500 Penalty: 744.993591
	Iteration 32Q: 3 clusters Score -211474.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -211480.484375 Penalty: 744.993591
	Iteration 33Q: 3 clusters Score -211480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -211484.359375 Penalty: 744.993591
	Iteration 34Q: 3 clusters Score -211484.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -211488.343750 Penalty: 744.993591
	Iteration 35Q: 3 clusters Score -211488.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -211494.843750 Penalty: 744.993591
	Iteration 36Q: 3 clusters Score -211494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -211500.640625 Penalty: 744.993591
	Iteration 37Q: 3 clusters Score -211500.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -211503.484375 Penalty: 744.993591
	Iteration 38Q: 3 clusters Score -211503.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -211509.703125 Penalty: 744.993591
	Iteration 39Q: 3 clusters Score -211509.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -211513.734375 Penalty: 744.993591
	Iteration 40F: 3 clusters Score -211513.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -211517.046875 Penalty: 744.993591
	Iteration 41Q: 3 clusters Score -211517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -211522.265625 Penalty: 744.993591
	Iteration 42Q: 3 clusters Score -211522.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -211528.593750 Penalty: 744.993591
	Iteration 43Q: 3 clusters Score -211528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -211533.703125 Penalty: 744.993591
	Iteration 44Q: 3 clusters Score -211533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -211537.765625 Penalty: 744.993591
	Iteration 45Q: 3 clusters Score -211537.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -211543.562500 Penalty: 744.993591
	Iteration 46Q: 3 clusters Score -211543.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -211549.609375 Penalty: 744.993591
	Iteration 47Q: 3 clusters Score -211549.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -211554.093750 Penalty: 744.993591
	Iteration 48Q: 3 clusters Score -211554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -211557.609375 Penalty: 744.993591
	Iteration 49Q: 3 clusters Score -211557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -211560.375000 Penalty: 744.993591
	Iteration 50Q: 3 clusters Score -211560.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -211563.156250 Penalty: 744.993591
	Iteration 51Q: 3 clusters Score -211563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -211564.875000 Penalty: 744.993591
	Iteration 52Q: 3 clusters Score -211564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -211565.687500 Penalty: 744.993591
	Iteration 53Q: 3 clusters Score -211565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -211566.078125 Penalty: 744.993591
	Iteration 54Q: 3 clusters Score -211566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -211567.046875 Penalty: 744.993591
	Iteration 55Q: 3 clusters Score -211567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -211567.593750 Penalty: 744.993591
	Iteration 56Q: 3 clusters Score -211567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -211567.687500 Penalty: 744.993591
	Iteration 57Q: 3 clusters Score -211567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -211568.187500 Penalty: 744.993591
	Iteration 58Q: 3 clusters Score -211568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -211568.375000 Penalty: 744.993591
	Iteration 59Q: 3 clusters Score -211568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -211568.750000 Penalty: 744.993591
	Iteration 60F: 3 clusters Score -211568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -211568.343750 Penalty: 744.993591
	Iteration 61Q: 3 clusters Score -211568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -211568.343750 Penalty: 744.993591
	Iteration 62F: 3 clusters Score -211568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -116184.039062 Penalty: 346.022705
	Iteration 0F: 2 clusters Score -116184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -114764.992188 Penalty: 692.045410
	Iteration 0F: 3 clusters Score -114765 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -115591.078125 Penalty: 692.045410
	Iteration 1F: 3 clusters Score -115591.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -116068.882812 Penalty: 692.045410
	Iteration 2F: 3 clusters Score -116068.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -116349.179688 Penalty: 692.045410
	Iteration 3F: 3 clusters Score -116349.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -116478.929688 Penalty: 692.045410
	Iteration 4F: 3 clusters Score -116478.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116567.679688 Penalty: 692.045410
	Iteration 5Q: 3 clusters Score -116567.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116608.617188 Penalty: 692.045410
	Iteration 6Q: 3 clusters Score -116608.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116622.367188 Penalty: 692.045410
	Iteration 7Q: 3 clusters Score -116622.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116635.085938 Penalty: 692.045410
	Iteration 8Q: 3 clusters Score -116635.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116641.156250 Penalty: 692.045410
	Iteration 9Q: 3 clusters Score -116641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116645.656250 Penalty: 692.045410
	Iteration 10Q: 3 clusters Score -116645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116648.531250 Penalty: 692.045410
	Iteration 11Q: 3 clusters Score -116648.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -116653.882812 Penalty: 692.045410
	Iteration 12Q: 3 clusters Score -116653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -116657.437500 Penalty: 692.045410
	Iteration 13Q: 3 clusters Score -116657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -116659.296875 Penalty: 692.045410
	Iteration 14Q: 3 clusters Score -116659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -116661.484375 Penalty: 692.045410
	Iteration 15Q: 3 clusters Score -116661.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116663.062500 Penalty: 692.045410
	Iteration 16Q: 3 clusters Score -116663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116663.625000 Penalty: 692.045410
	Iteration 17Q: 3 clusters Score -116663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -116664.398438 Penalty: 692.045410
	Iteration 18Q: 3 clusters Score -116664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116666.921875 Penalty: 692.045410
	Iteration 19Q: 3 clusters Score -116666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -116664.914062 Penalty: 692.045410
	Iteration 20F: 3 clusters Score -116664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116667.531250 Penalty: 692.045410
	Iteration 21Q: 3 clusters Score -116667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116668.210938 Penalty: 692.045410
	Iteration 22Q: 3 clusters Score -116668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -116668.664062 Penalty: 692.045410
	Iteration 23Q: 3 clusters Score -116668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -116669.289062 Penalty: 692.045410
	Iteration 24Q: 3 clusters Score -116669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -116670.851562 Penalty: 692.045410
	Iteration 25Q: 3 clusters Score -116670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -116671.921875 Penalty: 692.045410
	Iteration 26Q: 3 clusters Score -116671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -116671.398438 Penalty: 692.045410
	Iteration 27Q: 3 clusters Score -116671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -116673.437500 Penalty: 692.045410
	Iteration 28Q: 3 clusters Score -116673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -116675.453125 Penalty: 692.045410
	Iteration 29Q: 3 clusters Score -116675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116678.156250 Penalty: 692.045410
	Iteration 30Q: 3 clusters Score -116678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -116679.359375 Penalty: 692.045410
	Iteration 31Q: 3 clusters Score -116679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -116680.250000 Penalty: 692.045410
	Iteration 32Q: 3 clusters Score -116680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -116680.945312 Penalty: 692.045410
	Iteration 33Q: 3 clusters Score -116680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -116681.742188 Penalty: 692.045410
	Iteration 34Q: 3 clusters Score -116681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -116681.695312 Penalty: 692.045410
	Iteration 35Q: 3 clusters Score -116681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116683.031250 Penalty: 692.045410
	Iteration 36Q: 3 clusters Score -116683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116683.312500 Penalty: 692.045410
	Iteration 37Q: 3 clusters Score -116683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116684.421875 Penalty: 692.045410
	Iteration 38Q: 3 clusters Score -116684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116684.429688 Penalty: 692.045410
	Iteration 39Q: 3 clusters Score -116684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116684.234375 Penalty: 692.045410
	Iteration 40F: 3 clusters Score -116684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116683.398438 Penalty: 692.045410
	Iteration 41Q: 3 clusters Score -116683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116684.750000 Penalty: 692.045410
	Iteration 42Q: 3 clusters Score -116684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116684.656250 Penalty: 692.045410
	Iteration 43Q: 3 clusters Score -116684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116684.734375 Penalty: 692.045410
	Iteration 44Q: 3 clusters Score -116684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116684.734375 Penalty: 692.045410
	Iteration 45F: 3 clusters Score -116684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 77987 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Entering Unmasked Estep 
Score: -58127432.000000 Penalty: 18880.730469
Splitting cluster 6 changes total score from -58123420.000000 to -58127432.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -14056.001953 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -14056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13609.105469 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -13609.11 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13942.069336 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -13942.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14067.290039 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -14067.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -14140.586914 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -14140.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14242.611328 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -14242.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14334.531250 Penalty: 563.504944
	Iteration 5F: 3 clusters Score -14334.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14418.020508 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -14418.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14444.689453 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -14444.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14464.574219 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -14464.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14489.346680 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -14489.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14495.249023 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -14495.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14496.083984 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -14496.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14501.264648 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -14501.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14504.420898 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -14504.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14504.420898 Penalty: 563.504944
	Iteration 14F: 3 clusters Score -14504.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 77987 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Entering Unmasked Estep 
Score: -58127544.000000 Penalty: 19510.087891
Splitting cluster 7 changes total score from -58123420.000000 to -58127544.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (78207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Entering Unmasked Estep 
Score: -4636385.000000 Penalty: 512.653687
	Iteration 0F: 2 clusters Score -4636385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4583680.000000 Penalty: 1025.307373
	Iteration 0F: 3 clusters Score -4583680 nChanged 38151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4607796.000000 Penalty: 1025.307373
	Iteration 1F: 3 clusters Score -4607796 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4609990.000000 Penalty: 1025.307373
	Iteration 2F: 3 clusters Score -4609990 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4613043.500000 Penalty: 1025.307373
	Iteration 3F: 3 clusters Score -4613044 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4617360.000000 Penalty: 1025.307373
	Iteration 4F: 3 clusters Score -4617360 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4622301.500000 Penalty: 1025.307373
	Iteration 5F: 3 clusters Score -4622302 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4626395.500000 Penalty: 1025.307373
	Iteration 6F: 3 clusters Score -4626396 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4628314.500000 Penalty: 1025.307373
	Iteration 7Q: 3 clusters Score -4628314 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4629032.500000 Penalty: 1025.307373
	Iteration 8Q: 3 clusters Score -4629032 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4629426.500000 Penalty: 1025.307373
	Iteration 9Q: 3 clusters Score -4629426 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4629681.000000 Penalty: 1025.307373
	Iteration 10Q: 3 clusters Score -4629681 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4629883.500000 Penalty: 1025.307373
	Iteration 11Q: 3 clusters Score -4629884 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4630033.500000 Penalty: 1025.307373
	Iteration 12Q: 3 clusters Score -4630034 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4630191.000000 Penalty: 1025.307373
	Iteration 13Q: 3 clusters Score -4630191 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4630282.500000 Penalty: 1025.307373
	Iteration 14Q: 3 clusters Score -4630282 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4630350.000000 Penalty: 1025.307373
	Iteration 15Q: 3 clusters Score -4630350 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -4630439.000000 Penalty: 1025.307373
	Iteration 16Q: 3 clusters Score -4630439 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4630495.000000 Penalty: 1025.307373
	Iteration 17Q: 3 clusters Score -4630495 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -4630564.500000 Penalty: 1025.307373
	Iteration 18Q: 3 clusters Score -4630564 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4630634.500000 Penalty: 1025.307373
	Iteration 19Q: 3 clusters Score -4630634 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4630700.500000 Penalty: 1025.307373
	Iteration 20F: 3 clusters Score -4630700 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4630741.500000 Penalty: 1025.307373
	Iteration 21Q: 3 clusters Score -4630742 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4630825.000000 Penalty: 1025.307373
	Iteration 22Q: 3 clusters Score -4630825 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4630847.000000 Penalty: 1025.307373
	Iteration 23Q: 3 clusters Score -4630847 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4630893.000000 Penalty: 1025.307373
	Iteration 24Q: 3 clusters Score -4630893 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4630956.000000 Penalty: 1025.307373
	Iteration 25Q: 3 clusters Score -4630956 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4631033.500000 Penalty: 1025.307373
	Iteration 26Q: 3 clusters Score -4631034 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4631081.000000 Penalty: 1025.307373
	Iteration 27Q: 3 clusters Score -4631081 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4631168.000000 Penalty: 1025.307373
	Iteration 28Q: 3 clusters Score -4631168 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4631243.000000 Penalty: 1025.307373
	Iteration 29Q: 3 clusters Score -4631243 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4631352.000000 Penalty: 1025.307373
	Iteration 30Q: 3 clusters Score -4631352 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4631408.500000 Penalty: 1025.307373
	Iteration 31Q: 3 clusters Score -4631408 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4631500.000000 Penalty: 1025.307373
	Iteration 32Q: 3 clusters Score -4631500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4631584.000000 Penalty: 1025.307373
	Iteration 33Q: 3 clusters Score -4631584 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4631655.000000 Penalty: 1025.307373
	Iteration 34Q: 3 clusters Score -4631655 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4631756.000000 Penalty: 1025.307373
	Iteration 35Q: 3 clusters Score -4631756 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4631884.500000 Penalty: 1025.307373
	Iteration 36Q: 3 clusters Score -4631884 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4632004.000000 Penalty: 1025.307373
	Iteration 37Q: 3 clusters Score -4632004 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4632120.000000 Penalty: 1025.307373
	Iteration 38Q: 3 clusters Score -4632120 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4632274.000000 Penalty: 1025.307373
	Iteration 39Q: 3 clusters Score -4632274 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4632388.500000 Penalty: 1025.307373
	Iteration 40F: 3 clusters Score -4632388 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4632568.500000 Penalty: 1025.307373
	Iteration 41Q: 3 clusters Score -4632568 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4632713.000000 Penalty: 1025.307373
	Iteration 42Q: 3 clusters Score -4632713 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4632832.500000 Penalty: 1025.307373
	Iteration 43Q: 3 clusters Score -4632832 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4632951.000000 Penalty: 1025.307373
	Iteration 44Q: 3 clusters Score -4632951 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4633095.000000 Penalty: 1025.307373
	Iteration 45Q: 3 clusters Score -4633095 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4633263.500000 Penalty: 1025.307373
	Iteration 46Q: 3 clusters Score -4633264 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4633432.000000 Penalty: 1025.307373
	Iteration 47Q: 3 clusters Score -4633432 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4633620.000000 Penalty: 1025.307373
	Iteration 48Q: 3 clusters Score -4633620 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4633818.000000 Penalty: 1025.307373
	Iteration 49Q: 3 clusters Score -4633818 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4634033.500000 Penalty: 1025.307373
	Iteration 50Q: 3 clusters Score -4634034 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4634246.500000 Penalty: 1025.307373
	Iteration 51Q: 3 clusters Score -4634246 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4634463.500000 Penalty: 1025.307373
	Iteration 52Q: 3 clusters Score -4634464 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4634700.000000 Penalty: 1025.307373
	Iteration 53Q: 3 clusters Score -4634700 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4634896.000000 Penalty: 1025.307373
	Iteration 54Q: 3 clusters Score -4634896 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4635089.500000 Penalty: 1025.307373
	Iteration 55Q: 3 clusters Score -4635090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4635250.500000 Penalty: 1025.307373
	Iteration 56Q: 3 clusters Score -4635250 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4635413.000000 Penalty: 1025.307373
	Iteration 57Q: 3 clusters Score -4635413 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4635570.500000 Penalty: 1025.307373
	Iteration 58Q: 3 clusters Score -4635570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4635700.000000 Penalty: 1025.307373
	Iteration 59Q: 3 clusters Score -4635700 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4635830.500000 Penalty: 1025.307373
	Iteration 60F: 3 clusters Score -4635830 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4635897.000000 Penalty: 1025.307373
	Iteration 61Q: 3 clusters Score -4635897 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4635984.000000 Penalty: 1025.307373
	Iteration 62Q: 3 clusters Score -4635984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4636033.500000 Penalty: 1025.307373
	Iteration 63Q: 3 clusters Score -4636034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4636076.000000 Penalty: 1025.307373
	Iteration 64Q: 3 clusters Score -4636076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4636104.500000 Penalty: 1025.307373
	Iteration 65Q: 3 clusters Score -4636104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4636150.000000 Penalty: 1025.307373
	Iteration 66Q: 3 clusters Score -4636150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4636150.500000 Penalty: 1025.307373
	Iteration 67Q: 3 clusters Score -4636150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4636155.500000 Penalty: 1025.307373
	Iteration 68Q: 3 clusters Score -4636156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4636159.000000 Penalty: 1025.307373
	Iteration 69Q: 3 clusters Score -4636159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4636173.000000 Penalty: 1025.307373
	Iteration 70Q: 3 clusters Score -4636173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4636171.500000 Penalty: 1025.307373
	Iteration 71Q: 3 clusters Score -4636172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4636176.000000 Penalty: 1025.307373
	Iteration 72Q: 3 clusters Score -4636176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4636180.000000 Penalty: 1025.307373
	Iteration 73Q: 3 clusters Score -4636180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4636198.500000 Penalty: 1025.307373
	Iteration 74Q: 3 clusters Score -4636198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4636207.000000 Penalty: 1025.307373
	Iteration 75Q: 3 clusters Score -4636207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4636215.500000 Penalty: 1025.307373
	Iteration 76Q: 3 clusters Score -4636216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4636214.000000 Penalty: 1025.307373
	Iteration 77Q: 3 clusters Score -4636214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4636228.000000 Penalty: 1025.307373
	Iteration 78Q: 3 clusters Score -4636228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4636234.000000 Penalty: 1025.307373
	Iteration 79Q: 3 clusters Score -4636234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4636237.000000 Penalty: 1025.307373
	Iteration 80F: 3 clusters Score -4636237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4636241.000000 Penalty: 1025.307373
	Iteration 81Q: 3 clusters Score -4636241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4636242.000000 Penalty: 1025.307373
	Iteration 82Q: 3 clusters Score -4636242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4636237.000000 Penalty: 1025.307373
	Iteration 83Q: 3 clusters Score -4636237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4636239.000000 Penalty: 1025.307373
	Iteration 84Q: 3 clusters Score -4636239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4636249.000000 Penalty: 1025.307373
	Iteration 85Q: 3 clusters Score -4636249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4636261.000000 Penalty: 1025.307373
	Iteration 86Q: 3 clusters Score -4636261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4636254.000000 Penalty: 1025.307373
	Iteration 87Q: 3 clusters Score -4636254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4636257.000000 Penalty: 1025.307373
	Iteration 88Q: 3 clusters Score -4636257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4636254.500000 Penalty: 1025.307373
	Iteration 89Q: 3 clusters Score -4636254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4636253.500000 Penalty: 1025.307373
	Iteration 90Q: 3 clusters Score -4636254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4636246.500000 Penalty: 1025.307373
	Iteration 91Q: 3 clusters Score -4636246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4636251.500000 Penalty: 1025.307373
	Iteration 92Q: 3 clusters Score -4636252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4636254.500000 Penalty: 1025.307373
	Iteration 93Q: 3 clusters Score -4636254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4636251.000000 Penalty: 1025.307373
	Iteration 94Q: 3 clusters Score -4636251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4636250.500000 Penalty: 1025.307373
	Iteration 95Q: 3 clusters Score -4636250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4636249.000000 Penalty: 1025.307373
	Iteration 96Q: 3 clusters Score -4636249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4636253.500000 Penalty: 1025.307373
	Iteration 97Q: 3 clusters Score -4636254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4636250.000000 Penalty: 1025.307373
	Iteration 98Q: 3 clusters Score -4636250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4636250.000000 Penalty: 1025.307373
	Iteration 99Q: 3 clusters Score -4636250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4636250.000000 Penalty: 1025.307373
	Iteration 100F: 3 clusters Score -4636250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4636247.500000 Penalty: 1025.307373
	Iteration 101Q: 3 clusters Score -4636248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4636247.500000 Penalty: 1025.307373
	Iteration 102F: 3 clusters Score -4636248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -177965.953125 Penalty: 369.378418
	Iteration 0F: 2 clusters Score -177966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -175982.671875 Penalty: 738.756836
	Iteration 0F: 3 clusters Score -175982.7 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -178756.203125 Penalty: 738.756836
	Iteration 1F: 3 clusters Score -178756.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -180500.843750 Penalty: 738.756836
	Iteration 2F: 3 clusters Score -180500.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -181517.718750 Penalty: 738.756836
	Iteration 3F: 3 clusters Score -181517.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -182423.343750 Penalty: 738.756836
	Iteration 4F: 3 clusters Score -182423.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -183830.984375 Penalty: 738.756836
	Iteration 5Q: 3 clusters Score -183831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -184306.828125 Penalty: 738.756836
	Iteration 6Q: 3 clusters Score -184306.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -184433.359375 Penalty: 738.756836
	Iteration 7Q: 3 clusters Score -184433.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -184514.156250 Penalty: 738.756836
	Iteration 8Q: 3 clusters Score -184514.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -184609.593750 Penalty: 738.756836
	Iteration 9Q: 3 clusters Score -184609.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -184633.250000 Penalty: 738.756836
	Iteration 10Q: 3 clusters Score -184633.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -184738.265625 Penalty: 738.756836
	Iteration 11Q: 3 clusters Score -184738.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -184763.968750 Penalty: 738.756836
	Iteration 12Q: 3 clusters Score -184764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -184789.750000 Penalty: 738.756836
	Iteration 13Q: 3 clusters Score -184789.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -184818.859375 Penalty: 738.756836
	Iteration 14Q: 3 clusters Score -184818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -184836.468750 Penalty: 738.756836
	Iteration 15Q: 3 clusters Score -184836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -184867.359375 Penalty: 738.756836
	Iteration 16Q: 3 clusters Score -184867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -184878.750000 Penalty: 738.756836
	Iteration 17Q: 3 clusters Score -184878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -184851.656250 Penalty: 738.756836
	Iteration 18Q: 3 clusters Score -184851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -184927.921875 Penalty: 738.756836
	Iteration 19Q: 3 clusters Score -184927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -185016.281250 Penalty: 738.756836
	Iteration 20F: 3 clusters Score -185016.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -185060.109375 Penalty: 738.756836
	Iteration 21Q: 3 clusters Score -185060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -185038.937500 Penalty: 738.756836
	Iteration 22Q: 3 clusters Score -185038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -185071.703125 Penalty: 738.756836
	Iteration 23Q: 3 clusters Score -185071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -185075.515625 Penalty: 738.756836
	Iteration 24Q: 3 clusters Score -185075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -185074.703125 Penalty: 738.756836
	Iteration 25Q: 3 clusters Score -185074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -185091.437500 Penalty: 738.756836
	Iteration 26Q: 3 clusters Score -185091.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -185091.437500 Penalty: 738.756836
	Iteration 27Q: 3 clusters Score -185091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -185092.984375 Penalty: 738.756836
	Iteration 28Q: 3 clusters Score -185093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -185089.609375 Penalty: 738.756836
	Iteration 29Q: 3 clusters Score -185089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -185100.328125 Penalty: 738.756836
	Iteration 30Q: 3 clusters Score -185100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -185099.781250 Penalty: 738.756836
	Iteration 31Q: 3 clusters Score -185099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -185092.781250 Penalty: 738.756836
	Iteration 32Q: 3 clusters Score -185092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -185097.281250 Penalty: 738.756836
	Iteration 33F: 3 clusters Score -185097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -185106.015625 Penalty: 738.756836
	Iteration 34Q: 3 clusters Score -185106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -185106.500000 Penalty: 738.756836
	Iteration 35Q: 3 clusters Score -185106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -185109.437500 Penalty: 738.756836
	Iteration 36Q: 3 clusters Score -185109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -185107.937500 Penalty: 738.756836
	Iteration 37Q: 3 clusters Score -185107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -185097.500000 Penalty: 738.756836
	Iteration 38Q: 3 clusters Score -185097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -185109.625000 Penalty: 738.756836
	Iteration 39Q: 3 clusters Score -185109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -185112.625000 Penalty: 738.756836
	Iteration 40F: 3 clusters Score -185112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 77987 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Entering Unmasked Estep 
Score: -58134220.000000 Penalty: 20139.445312
Splitting cluster 9 changes total score from -58123420.000000 to -58134220.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -151034.656250 Penalty: 358.127289
	Iteration 0F: 2 clusters Score -151034.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -149175.125000 Penalty: 716.254578
	Iteration 0F: 3 clusters Score -149175.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -150406.562500 Penalty: 716.254578
	Iteration 1F: 3 clusters Score -150406.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -151120.796875 Penalty: 716.254578
	Iteration 2F: 3 clusters Score -151120.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -151951.968750 Penalty: 716.254578
	Iteration 3F: 3 clusters Score -151952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -153355.500000 Penalty: 716.254578
	Iteration 4F: 3 clusters Score -153355.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -154125.656250 Penalty: 716.254578
	Iteration 5F: 3 clusters Score -154125.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -154318.484375 Penalty: 716.254578
	Iteration 6Q: 3 clusters Score -154318.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -154381.765625 Penalty: 716.254578
	Iteration 7Q: 3 clusters Score -154381.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -154417.000000 Penalty: 716.254578
	Iteration 8Q: 3 clusters Score -154417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -154424.531250 Penalty: 716.254578
	Iteration 9Q: 3 clusters Score -154424.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -154428.640625 Penalty: 716.254578
	Iteration 10Q: 3 clusters Score -154428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -154430.031250 Penalty: 716.254578
	Iteration 11Q: 3 clusters Score -154430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -154430.671875 Penalty: 716.254578
	Iteration 12Q: 3 clusters Score -154430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -154430.671875 Penalty: 716.254578
	Iteration 13F: 3 clusters Score -154430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 77987 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Entering Unmasked Estep 
Score: -58137220.000000 Penalty: 20768.802734
Splitting cluster 10 changes total score from -58123420.000000 to -58137220.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (239350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239350 members 
Entering Unmasked Estep 
Score: -14260073.000000 Penalty: 563.548523
	Iteration 0F: 2 clusters Score -1.426007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -14150078.000000 Penalty: 1127.097046
	Iteration 0F: 3 clusters Score -1.415008e+07 nChanged 117865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -14223028.000000 Penalty: 1127.097046
	Iteration 1F: 3 clusters Score -1.422303e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -14226182.000000 Penalty: 1127.097046
	Iteration 2F: 3 clusters Score -1.422618e+07 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -14229346.000000 Penalty: 1127.097046
	Iteration 3F: 3 clusters Score -1.422935e+07 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -14231790.000000 Penalty: 1127.097046
	Iteration 4F: 3 clusters Score -1.423179e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -14233894.000000 Penalty: 1127.097046
	Iteration 5F: 3 clusters Score -1.423389e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -14237014.000000 Penalty: 1127.097046
	Iteration 6F: 3 clusters Score -1.423701e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 180910 members 
Entering Unmasked Estep 
Score: -14244185.000000 Penalty: 1127.097046
	Iteration 7F: 3 clusters Score -1.424418e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 184261 members 
Entering Unmasked Estep 
Score: -14253020.000000 Penalty: 1127.097046
	Iteration 8Q: 3 clusters Score -1.425302e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -14260040.000000 Penalty: 1127.097046
	Iteration 9Q: 3 clusters Score -1.426004e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 182644 members 
Entering Unmasked Estep 
Score: -14262962.000000 Penalty: 1127.097046
	Iteration 10Q: 3 clusters Score -1.426296e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 181127 members 
Entering Unmasked Estep 
Score: -14263718.000000 Penalty: 1127.097046
	Iteration 11Q: 3 clusters Score -1.426372e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 179514 members 
Entering Unmasked Estep 
Score: -14263939.000000 Penalty: 1127.097046
	Iteration 12Q: 3 clusters Score -1.426394e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -14263551.000000 Penalty: 1127.097046
	Iteration 13Q: 3 clusters Score -1.426355e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 176032 members 
Entering Unmasked Estep 
Score: -14263077.000000 Penalty: 1127.097046
	Iteration 14Q: 3 clusters Score -1.426308e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -14262599.000000 Penalty: 1127.097046
	Iteration 15Q: 3 clusters Score -1.42626e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -14262696.000000 Penalty: 1127.097046
	Iteration 16Q: 3 clusters Score -1.42627e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 169134 members 
Entering Unmasked Estep 
Score: -14262917.000000 Penalty: 1127.097046
	Iteration 17Q: 3 clusters Score -1.426292e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -14263303.000000 Penalty: 1127.097046
	Iteration 18Q: 3 clusters Score -1.42633e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -14263754.000000 Penalty: 1127.097046
	Iteration 19Q: 3 clusters Score -1.426375e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -14264069.000000 Penalty: 1127.097046
	Iteration 20F: 3 clusters Score -1.426407e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -14264569.000000 Penalty: 1127.097046
	Iteration 21Q: 3 clusters Score -1.426457e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 153648 members 
Entering Unmasked Estep 
Score: -14265049.000000 Penalty: 1127.097046
	Iteration 22Q: 3 clusters Score -1.426505e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -14265507.000000 Penalty: 1127.097046
	Iteration 23Q: 3 clusters Score -1.426551e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -14266068.000000 Penalty: 1127.097046
	Iteration 24Q: 3 clusters Score -1.426607e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 142695 members 
Entering Unmasked Estep 
Score: -14266372.000000 Penalty: 1127.097046
	Iteration 25Q: 3 clusters Score -1.426637e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 138696 members 
Entering Unmasked Estep 
Score: -14266855.000000 Penalty: 1127.097046
	Iteration 26Q: 3 clusters Score -1.426686e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 134502 members 
Entering Unmasked Estep 
Score: -14267305.000000 Penalty: 1127.097046
	Iteration 27Q: 3 clusters Score -1.42673e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -14267832.000000 Penalty: 1127.097046
	Iteration 28Q: 3 clusters Score -1.426783e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -14268048.000000 Penalty: 1127.097046
	Iteration 29Q: 3 clusters Score -1.426805e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124042 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -14266472.000000 Penalty: 1127.097046
	Iteration 30Q: 3 clusters Score -1.426647e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -14263487.000000 Penalty: 1127.097046
	Iteration 31Q: 3 clusters Score -1.426349e+07 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -14261600.000000 Penalty: 1127.097046
	Iteration 32F: 3 clusters Score -1.42616e+07 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -14260949.000000 Penalty: 1127.097046
	Iteration 33F: 3 clusters Score -1.426095e+07 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186492 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -14264058.000000 Penalty: 1127.097046
	Iteration 34F: 3 clusters Score -1.426406e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203080 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -14264412.000000 Penalty: 1127.097046
	Iteration 35F: 3 clusters Score -1.426441e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213403 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -14264116.000000 Penalty: 1127.097046
	Iteration 36Q: 3 clusters Score -1.426412e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219031 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -14262886.000000 Penalty: 1127.097046
	Iteration 37Q: 3 clusters Score -1.426289e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222779 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -14261509.000000 Penalty: 1127.097046
	Iteration 38Q: 3 clusters Score -1.426151e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225612 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -14260732.000000 Penalty: 1127.097046
	Iteration 39Q: 3 clusters Score -1.426073e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227892 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -14260050.000000 Penalty: 1127.097046
	Iteration 40F: 3 clusters Score -1.426005e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229703 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -14259890.000000 Penalty: 1127.097046
	Iteration 41Q: 3 clusters Score -1.425989e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231246 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -14259972.000000 Penalty: 1127.097046
	Iteration 42Q: 3 clusters Score -1.425997e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232569 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -14259613.000000 Penalty: 1127.097046
	Iteration 43Q: 3 clusters Score -1.425961e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233734 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -14259415.000000 Penalty: 1127.097046
	Iteration 44Q: 3 clusters Score -1.425942e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234697 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -14259353.000000 Penalty: 1127.097046
	Iteration 45Q: 3 clusters Score -1.425935e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235521 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -14259416.000000 Penalty: 1127.097046
	Iteration 46Q: 3 clusters Score -1.425942e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236233 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -14259395.000000 Penalty: 1127.097046
	Iteration 47Q: 3 clusters Score -1.42594e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236785 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14259478.000000 Penalty: 1127.097046
	Iteration 48Q: 3 clusters Score -1.425948e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237247 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -14259461.000000 Penalty: 1127.097046
	Iteration 49Q: 3 clusters Score -1.425946e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237627 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -14259415.000000 Penalty: 1127.097046
	Iteration 50Q: 3 clusters Score -1.425942e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237927 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14259337.000000 Penalty: 1127.097046
	Iteration 51Q: 3 clusters Score -1.425934e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238180 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14259416.000000 Penalty: 1127.097046
	Iteration 52Q: 3 clusters Score -1.425942e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238375 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14259425.000000 Penalty: 1127.097046
	Iteration 53Q: 3 clusters Score -1.425942e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238518 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14259508.000000 Penalty: 1127.097046
	Iteration 54Q: 3 clusters Score -1.425951e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238637 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14259515.000000 Penalty: 1127.097046
	Iteration 55Q: 3 clusters Score -1.425952e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238729 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14259543.000000 Penalty: 1127.097046
	Iteration 56Q: 3 clusters Score -1.425954e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14259556.000000 Penalty: 1127.097046
	Iteration 57Q: 3 clusters Score -1.425956e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238858 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14259562.000000 Penalty: 1127.097046
	Iteration 58Q: 3 clusters Score -1.425956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14259585.000000 Penalty: 1127.097046
	Iteration 59Q: 3 clusters Score -1.425958e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238953 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14259601.000000 Penalty: 1127.097046
	Iteration 60F: 3 clusters Score -1.42596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238982 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14259578.000000 Penalty: 1127.097046
	Iteration 61Q: 3 clusters Score -1.425958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239003 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14259576.000000 Penalty: 1127.097046
	Iteration 62Q: 3 clusters Score -1.425958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239016 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14259594.000000 Penalty: 1127.097046
	Iteration 63Q: 3 clusters Score -1.425959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239026 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14259602.000000 Penalty: 1127.097046
	Iteration 64Q: 3 clusters Score -1.42596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14259607.000000 Penalty: 1127.097046
	Iteration 65Q: 3 clusters Score -1.425961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239037 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14259619.000000 Penalty: 1127.097046
	Iteration 66Q: 3 clusters Score -1.425962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239045 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14259616.000000 Penalty: 1127.097046
	Iteration 67Q: 3 clusters Score -1.425962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239049 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14259605.000000 Penalty: 1127.097046
	Iteration 68Q: 3 clusters Score -1.42596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239055 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14259584.000000 Penalty: 1127.097046
	Iteration 69Q: 3 clusters Score -1.425958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239063 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14259597.000000 Penalty: 1127.097046
	Iteration 70Q: 3 clusters Score -1.42596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239069 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14259600.000000 Penalty: 1127.097046
	Iteration 71Q: 3 clusters Score -1.42596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14259600.000000 Penalty: 1127.097046
	Iteration 72Q: 3 clusters Score -1.42596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239084 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14259619.000000 Penalty: 1127.097046
	Iteration 73Q: 3 clusters Score -1.425962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239090 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14259630.000000 Penalty: 1127.097046
	Iteration 74Q: 3 clusters Score -1.425963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239095 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14259623.000000 Penalty: 1127.097046
	Iteration 75Q: 3 clusters Score -1.425962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239099 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14259625.000000 Penalty: 1127.097046
	Iteration 76Q: 3 clusters Score -1.425962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239103 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14259629.000000 Penalty: 1127.097046
	Iteration 77Q: 3 clusters Score -1.425963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14259634.000000 Penalty: 1127.097046
	Iteration 78Q: 3 clusters Score -1.425963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239112 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14259634.000000 Penalty: 1127.097046
	Iteration 79Q: 3 clusters Score -1.425963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14259640.000000 Penalty: 1127.097046
	Iteration 80F: 3 clusters Score -1.425964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14259640.000000 Penalty: 1127.097046
	Iteration 81Q: 3 clusters Score -1.425964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14259647.000000 Penalty: 1127.097046
	Iteration 82Q: 3 clusters Score -1.425965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239139 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14259650.000000 Penalty: 1127.097046
	Iteration 83Q: 3 clusters Score -1.425965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14259657.000000 Penalty: 1127.097046
	Iteration 84Q: 3 clusters Score -1.425966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239150 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14259657.000000 Penalty: 1127.097046
	Iteration 85Q: 3 clusters Score -1.425966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14259678.000000 Penalty: 1127.097046
	Iteration 86Q: 3 clusters Score -1.425968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14259681.000000 Penalty: 1127.097046
	Iteration 87Q: 3 clusters Score -1.425968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14259686.000000 Penalty: 1127.097046
	Iteration 88Q: 3 clusters Score -1.425969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14259688.000000 Penalty: 1127.097046
	Iteration 89Q: 3 clusters Score -1.425969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14259688.000000 Penalty: 1127.097046
	Iteration 90F: 3 clusters Score -1.425969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -69020.976562 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -69020.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -68103.453125 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -68103.45 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68342.835938 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -68342.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -68380.312500 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -68380.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68419.421875 Penalty: 641.086365
	Iteration 3F: 3 clusters Score -68419.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68446.953125 Penalty: 641.086365
	Iteration 4Q: 3 clusters Score -68446.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68469.851562 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -68469.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68483.468750 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -68483.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68500.328125 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -68500.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68520.093750 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -68520.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68536.156250 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -68536.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68545.554688 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -68545.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68552.515625 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -68552.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68557.531250 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -68557.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68562.640625 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -68562.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68568.453125 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -68568.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68578.429688 Penalty: 641.086365
	Iteration 15Q: 3 clusters Score -68578.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68586.242188 Penalty: 641.086365
	Iteration 16Q: 3 clusters Score -68586.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68593.148438 Penalty: 641.086365
	Iteration 17Q: 3 clusters Score -68593.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68605.437500 Penalty: 641.086365
	Iteration 18Q: 3 clusters Score -68605.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68619.304688 Penalty: 641.086365
	Iteration 19Q: 3 clusters Score -68619.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68631.468750 Penalty: 641.086365
	Iteration 20F: 3 clusters Score -68631.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68644.062500 Penalty: 641.086365
	Iteration 21Q: 3 clusters Score -68644.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -68655.203125 Penalty: 641.086365
	Iteration 22Q: 3 clusters Score -68655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68666.882812 Penalty: 641.086365
	Iteration 23Q: 3 clusters Score -68666.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -68679.539062 Penalty: 641.086365
	Iteration 24Q: 3 clusters Score -68679.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -68694.960938 Penalty: 641.086365
	Iteration 25Q: 3 clusters Score -68694.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -68710.062500 Penalty: 641.086365
	Iteration 26Q: 3 clusters Score -68710.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -68730.945312 Penalty: 641.086365
	Iteration 27Q: 3 clusters Score -68730.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -68740.421875 Penalty: 641.086365
	Iteration 28Q: 3 clusters Score -68740.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -68746.609375 Penalty: 641.086365
	Iteration 29Q: 3 clusters Score -68746.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -68746.609375 Penalty: 641.086365
	Iteration 30F: 3 clusters Score -68746.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Entering Unmasked Estep 
Score: -1089260.500000 Penalty: 446.139709
	Iteration 0F: 2 clusters Score -1089260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1077054.125000 Penalty: 892.279419
	Iteration 0F: 3 clusters Score -1077054 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1082404.500000 Penalty: 892.279419
	Iteration 1F: 3 clusters Score -1082404 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1082848.375000 Penalty: 892.279419
	Iteration 2F: 3 clusters Score -1082848 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1083297.125000 Penalty: 892.279419
	Iteration 3F: 3 clusters Score -1083297 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1083823.375000 Penalty: 892.279419
	Iteration 4F: 3 clusters Score -1083823 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1084446.875000 Penalty: 892.279419
	Iteration 5F: 3 clusters Score -1084447 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1085146.000000 Penalty: 892.279419
	Iteration 6F: 3 clusters Score -1085146 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1085731.250000 Penalty: 892.279419
	Iteration 7F: 3 clusters Score -1085731 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1086039.875000 Penalty: 892.279419
	Iteration 8Q: 3 clusters Score -1086040 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1086160.625000 Penalty: 892.279419
	Iteration 9Q: 3 clusters Score -1086161 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1086215.375000 Penalty: 892.279419
	Iteration 10Q: 3 clusters Score -1086215 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1086242.500000 Penalty: 892.279419
	Iteration 11Q: 3 clusters Score -1086242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1086266.125000 Penalty: 892.279419
	Iteration 12Q: 3 clusters Score -1086266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1086292.750000 Penalty: 892.279419
	Iteration 13Q: 3 clusters Score -1086293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1086313.125000 Penalty: 892.279419
	Iteration 14Q: 3 clusters Score -1086313 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1086333.250000 Penalty: 892.279419
	Iteration 15Q: 3 clusters Score -1086333 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1086353.125000 Penalty: 892.279419
	Iteration 16Q: 3 clusters Score -1086353 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1086370.500000 Penalty: 892.279419
	Iteration 17Q: 3 clusters Score -1086370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1086390.750000 Penalty: 892.279419
	Iteration 18Q: 3 clusters Score -1086391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1086416.750000 Penalty: 892.279419
	Iteration 19Q: 3 clusters Score -1086417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1086436.875000 Penalty: 892.279419
	Iteration 20F: 3 clusters Score -1086437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1086449.750000 Penalty: 892.279419
	Iteration 21Q: 3 clusters Score -1086450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1086468.125000 Penalty: 892.279419
	Iteration 22Q: 3 clusters Score -1086468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1086489.125000 Penalty: 892.279419
	Iteration 23Q: 3 clusters Score -1086489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1086499.500000 Penalty: 892.279419
	Iteration 24Q: 3 clusters Score -1086500 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1086517.000000 Penalty: 892.279419
	Iteration 25Q: 3 clusters Score -1086517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1086535.625000 Penalty: 892.279419
	Iteration 26Q: 3 clusters Score -1086536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1086554.125000 Penalty: 892.279419
	Iteration 27Q: 3 clusters Score -1086554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1086569.250000 Penalty: 892.279419
	Iteration 28Q: 3 clusters Score -1086569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1086581.500000 Penalty: 892.279419
	Iteration 29Q: 3 clusters Score -1086582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1086604.250000 Penalty: 892.279419
	Iteration 30Q: 3 clusters Score -1086604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1086624.125000 Penalty: 892.279419
	Iteration 31Q: 3 clusters Score -1086624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1086647.500000 Penalty: 892.279419
	Iteration 32Q: 3 clusters Score -1086648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1086674.125000 Penalty: 892.279419
	Iteration 33Q: 3 clusters Score -1086674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1086690.000000 Penalty: 892.279419
	Iteration 34Q: 3 clusters Score -1086690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1086727.250000 Penalty: 892.279419
	Iteration 35Q: 3 clusters Score -1086727 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1086785.625000 Penalty: 892.279419
	Iteration 36Q: 3 clusters Score -1086786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1086854.125000 Penalty: 892.279419
	Iteration 37Q: 3 clusters Score -1086854 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1086944.750000 Penalty: 892.279419
	Iteration 38Q: 3 clusters Score -1086945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1087057.625000 Penalty: 892.279419
	Iteration 39Q: 3 clusters Score -1087058 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1087185.000000 Penalty: 892.279419
	Iteration 40F: 3 clusters Score -1087185 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1087319.125000 Penalty: 892.279419
	Iteration 41Q: 3 clusters Score -1087319 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1087439.500000 Penalty: 892.279419
	Iteration 42Q: 3 clusters Score -1087440 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1087531.250000 Penalty: 892.279419
	Iteration 43Q: 3 clusters Score -1087531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1087598.750000 Penalty: 892.279419
	Iteration 44Q: 3 clusters Score -1087599 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1087677.500000 Penalty: 892.279419
	Iteration 45Q: 3 clusters Score -1087678 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1087743.750000 Penalty: 892.279419
	Iteration 46Q: 3 clusters Score -1087744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1087809.500000 Penalty: 892.279419
	Iteration 47Q: 3 clusters Score -1087810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1087870.000000 Penalty: 892.279419
	Iteration 48Q: 3 clusters Score -1087870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1087917.000000 Penalty: 892.279419
	Iteration 49Q: 3 clusters Score -1087917 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1087962.625000 Penalty: 892.279419
	Iteration 50Q: 3 clusters Score -1087963 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1088008.875000 Penalty: 892.279419
	Iteration 51Q: 3 clusters Score -1088009 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1088038.375000 Penalty: 892.279419
	Iteration 52Q: 3 clusters Score -1088038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1088072.500000 Penalty: 892.279419
	Iteration 53Q: 3 clusters Score -1088072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1088095.625000 Penalty: 892.279419
	Iteration 54Q: 3 clusters Score -1088096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1088119.125000 Penalty: 892.279419
	Iteration 55Q: 3 clusters Score -1088119 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1088135.750000 Penalty: 892.279419
	Iteration 56Q: 3 clusters Score -1088136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1088154.500000 Penalty: 892.279419
	Iteration 57Q: 3 clusters Score -1088154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1088171.875000 Penalty: 892.279419
	Iteration 58Q: 3 clusters Score -1088172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1088185.250000 Penalty: 892.279419
	Iteration 59Q: 3 clusters Score -1088185 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1088203.500000 Penalty: 892.279419
	Iteration 60F: 3 clusters Score -1088204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1088222.250000 Penalty: 892.279419
	Iteration 61Q: 3 clusters Score -1088222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1088242.250000 Penalty: 892.279419
	Iteration 62Q: 3 clusters Score -1088242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1088262.625000 Penalty: 892.279419
	Iteration 63Q: 3 clusters Score -1088263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1088278.125000 Penalty: 892.279419
	Iteration 64Q: 3 clusters Score -1088278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1088286.875000 Penalty: 892.279419
	Iteration 65Q: 3 clusters Score -1088287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1088301.625000 Penalty: 892.279419
	Iteration 66Q: 3 clusters Score -1088302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1088314.500000 Penalty: 892.279419
	Iteration 67Q: 3 clusters Score -1088314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1088334.375000 Penalty: 892.279419
	Iteration 68Q: 3 clusters Score -1088334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1088355.000000 Penalty: 892.279419
	Iteration 69Q: 3 clusters Score -1088355 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1088372.125000 Penalty: 892.279419
	Iteration 70Q: 3 clusters Score -1088372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1088396.000000 Penalty: 892.279419
	Iteration 71Q: 3 clusters Score -1088396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1088415.875000 Penalty: 892.279419
	Iteration 72Q: 3 clusters Score -1088416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1088437.000000 Penalty: 892.279419
	Iteration 73Q: 3 clusters Score -1088437 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1088464.875000 Penalty: 892.279419
	Iteration 74Q: 3 clusters Score -1088465 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1088490.250000 Penalty: 892.279419
	Iteration 75Q: 3 clusters Score -1088490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1088514.500000 Penalty: 892.279419
	Iteration 76Q: 3 clusters Score -1088514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1088537.625000 Penalty: 892.279419
	Iteration 77Q: 3 clusters Score -1088538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1088556.750000 Penalty: 892.279419
	Iteration 78Q: 3 clusters Score -1088557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1088571.625000 Penalty: 892.279419
	Iteration 79Q: 3 clusters Score -1088572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1088589.500000 Penalty: 892.279419
	Iteration 80F: 3 clusters Score -1088590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1088614.000000 Penalty: 892.279419
	Iteration 81Q: 3 clusters Score -1088614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1088642.625000 Penalty: 892.279419
	Iteration 82Q: 3 clusters Score -1088643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1088664.500000 Penalty: 892.279419
	Iteration 83Q: 3 clusters Score -1088664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1088680.625000 Penalty: 892.279419
	Iteration 84Q: 3 clusters Score -1088681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1088701.250000 Penalty: 892.279419
	Iteration 85Q: 3 clusters Score -1088701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1088720.625000 Penalty: 892.279419
	Iteration 86Q: 3 clusters Score -1088721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1088736.875000 Penalty: 892.279419
	Iteration 87Q: 3 clusters Score -1088737 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1088751.250000 Penalty: 892.279419
	Iteration 88Q: 3 clusters Score -1088751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1088767.875000 Penalty: 892.279419
	Iteration 89Q: 3 clusters Score -1088768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1088775.750000 Penalty: 892.279419
	Iteration 90Q: 3 clusters Score -1088776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1088784.875000 Penalty: 892.279419
	Iteration 91Q: 3 clusters Score -1088785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1088793.625000 Penalty: 892.279419
	Iteration 92Q: 3 clusters Score -1088794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1088807.500000 Penalty: 892.279419
	Iteration 93Q: 3 clusters Score -1088808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1088820.625000 Penalty: 892.279419
	Iteration 94Q: 3 clusters Score -1088821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1088837.250000 Penalty: 892.279419
	Iteration 95Q: 3 clusters Score -1088837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 892.279419
	Iteration 96Q: 3 clusters Score -1088850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1088857.125000 Penalty: 892.279419
	Iteration 97Q: 3 clusters Score -1088857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1088863.875000 Penalty: 892.279419
	Iteration 98Q: 3 clusters Score -1088864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1088866.500000 Penalty: 892.279419
	Iteration 99Q: 3 clusters Score -1088866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1088869.375000 Penalty: 892.279419
	Iteration 100F: 3 clusters Score -1088869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1088874.750000 Penalty: 892.279419
	Iteration 101Q: 3 clusters Score -1088875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1088879.125000 Penalty: 892.279419
	Iteration 102Q: 3 clusters Score -1088879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1088885.750000 Penalty: 892.279419
	Iteration 103Q: 3 clusters Score -1088886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1088889.500000 Penalty: 892.279419
	Iteration 104Q: 3 clusters Score -1088890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1088893.125000 Penalty: 892.279419
	Iteration 105Q: 3 clusters Score -1088893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1088898.500000 Penalty: 892.279419
	Iteration 106Q: 3 clusters Score -1088898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1088898.875000 Penalty: 892.279419
	Iteration 107Q: 3 clusters Score -1088899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1088900.125000 Penalty: 892.279419
	Iteration 108Q: 3 clusters Score -1088900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1088902.500000 Penalty: 892.279419
	Iteration 109Q: 3 clusters Score -1088902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1088903.625000 Penalty: 892.279419
	Iteration 110Q: 3 clusters Score -1088904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1088904.125000 Penalty: 892.279419
	Iteration 111Q: 3 clusters Score -1088904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1088906.375000 Penalty: 892.279419
	Iteration 112Q: 3 clusters Score -1088906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1088906.875000 Penalty: 892.279419
	Iteration 113Q: 3 clusters Score -1088907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1088908.875000 Penalty: 892.279419
	Iteration 114Q: 3 clusters Score -1088909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1088908.250000 Penalty: 892.279419
	Iteration 115Q: 3 clusters Score -1088908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1088910.875000 Penalty: 892.279419
	Iteration 116Q: 3 clusters Score -1088911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1088910.750000 Penalty: 892.279419
	Iteration 117Q: 3 clusters Score -1088911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1088911.500000 Penalty: 892.279419
	Iteration 118Q: 3 clusters Score -1088912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1088911.000000 Penalty: 892.279419
	Iteration 119Q: 3 clusters Score -1088911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1088911.000000 Penalty: 892.279419
	Iteration 120F: 3 clusters Score -1088911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Entering Unmasked Estep 
Score: -4656978.000000 Penalty: 512.525513
	Iteration 0F: 2 clusters Score -4656978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -4604443.000000 Penalty: 1025.051025
	Iteration 0F: 3 clusters Score -4604443 nChanged 38134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4627710.000000 Penalty: 1025.051025
	Iteration 1F: 3 clusters Score -4627710 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4629961.000000 Penalty: 1025.051025
	Iteration 2F: 3 clusters Score -4629961 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4633947.500000 Penalty: 1025.051025
	Iteration 3F: 3 clusters Score -4633948 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4638953.000000 Penalty: 1025.051025
	Iteration 4F: 3 clusters Score -4638953 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4643649.500000 Penalty: 1025.051025
	Iteration 5F: 3 clusters Score -4643650 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4647673.500000 Penalty: 1025.051025
	Iteration 6F: 3 clusters Score -4647674 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4650866.500000 Penalty: 1025.051025
	Iteration 7F: 3 clusters Score -4650866 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4653241.000000 Penalty: 1025.051025
	Iteration 8Q: 3 clusters Score -4653241 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4654849.000000 Penalty: 1025.051025
	Iteration 9Q: 3 clusters Score -4654849 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4656033.000000 Penalty: 1025.051025
	Iteration 10Q: 3 clusters Score -4656033 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4656917.000000 Penalty: 1025.051025
	Iteration 11Q: 3 clusters Score -4656917 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4657538.500000 Penalty: 1025.051025
	Iteration 12Q: 3 clusters Score -4657538 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4657937.500000 Penalty: 1025.051025
	Iteration 13Q: 3 clusters Score -4657938 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4658219.000000 Penalty: 1025.051025
	Iteration 14Q: 3 clusters Score -4658219 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4658369.500000 Penalty: 1025.051025
	Iteration 15Q: 3 clusters Score -4658370 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4658442.000000 Penalty: 1025.051025
	Iteration 16Q: 3 clusters Score -4658442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4658510.500000 Penalty: 1025.051025
	Iteration 17Q: 3 clusters Score -4658510 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4658554.000000 Penalty: 1025.051025
	Iteration 18Q: 3 clusters Score -4658554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4658573.000000 Penalty: 1025.051025
	Iteration 19Q: 3 clusters Score -4658573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4658621.500000 Penalty: 1025.051025
	Iteration 20F: 3 clusters Score -4658622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4658655.500000 Penalty: 1025.051025
	Iteration 21Q: 3 clusters Score -4658656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4658687.000000 Penalty: 1025.051025
	Iteration 22Q: 3 clusters Score -4658687 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4658678.500000 Penalty: 1025.051025
	Iteration 23Q: 3 clusters Score -4658678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4658693.000000 Penalty: 1025.051025
	Iteration 24Q: 3 clusters Score -4658693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4658709.000000 Penalty: 1025.051025
	Iteration 25Q: 3 clusters Score -4658709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4658710.000000 Penalty: 1025.051025
	Iteration 26Q: 3 clusters Score -4658710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4658716.000000 Penalty: 1025.051025
	Iteration 27Q: 3 clusters Score -4658716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4658717.500000 Penalty: 1025.051025
	Iteration 28Q: 3 clusters Score -4658718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4658727.000000 Penalty: 1025.051025
	Iteration 29Q: 3 clusters Score -4658727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4658725.500000 Penalty: 1025.051025
	Iteration 30Q: 3 clusters Score -4658726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4658731.500000 Penalty: 1025.051025
	Iteration 31Q: 3 clusters Score -4658732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4658732.000000 Penalty: 1025.051025
	Iteration 32Q: 3 clusters Score -4658732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4658736.500000 Penalty: 1025.051025
	Iteration 33Q: 3 clusters Score -4658736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4658733.000000 Penalty: 1025.051025
	Iteration 34Q: 3 clusters Score -4658733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4658742.000000 Penalty: 1025.051025
	Iteration 35Q: 3 clusters Score -4658742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4658741.000000 Penalty: 1025.051025
	Iteration 36Q: 3 clusters Score -4658741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4658746.000000 Penalty: 1025.051025
	Iteration 37Q: 3 clusters Score -4658746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4658744.500000 Penalty: 1025.051025
	Iteration 38Q: 3 clusters Score -4658744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4658738.500000 Penalty: 1025.051025
	Iteration 39Q: 3 clusters Score -4658738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4658734.500000 Penalty: 1025.051025
	Iteration 40F: 3 clusters Score -4658734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4658736.000000 Penalty: 1025.051025
	Iteration 41Q: 3 clusters Score -4658736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4658735.000000 Penalty: 1025.051025
	Iteration 42Q: 3 clusters Score -4658735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4658732.000000 Penalty: 1025.051025
	Iteration 43Q: 3 clusters Score -4658732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4658724.500000 Penalty: 1025.051025
	Iteration 44Q: 3 clusters Score -4658724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4658727.000000 Penalty: 1025.051025
	Iteration 45Q: 3 clusters Score -4658727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4658732.500000 Penalty: 1025.051025
	Iteration 46Q: 3 clusters Score -4658732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -4658730.000000 Penalty: 1025.051025
	Iteration 47Q: 3 clusters Score -4658730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4658728.500000 Penalty: 1025.051025
	Iteration 48Q: 3 clusters Score -4658728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4658731.000000 Penalty: 1025.051025
	Iteration 49Q: 3 clusters Score -4658731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4658730.000000 Penalty: 1025.051025
	Iteration 50Q: 3 clusters Score -4658730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4658732.500000 Penalty: 1025.051025
	Iteration 51Q: 3 clusters Score -4658732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4658732.500000 Penalty: 1025.051025
	Iteration 52F: 3 clusters Score -4658732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Entering Unmasked Estep 
Score: -58138976.000000 Penalty: 21398.162109
Splitting cluster 14 changes total score from -58123420.000000 to -58138976.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (122332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Entering Unmasked Estep 
Score: -7342004.500000 Penalty: 533.009460
	Iteration 0F: 2 clusters Score -7342004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -7263070.500000 Penalty: 1066.018921
	Iteration 0F: 3 clusters Score -7263070 nChanged 59883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -7302659.500000 Penalty: 1066.018921
	Iteration 1F: 3 clusters Score -7302660 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -7306935.500000 Penalty: 1066.018921
	Iteration 2F: 3 clusters Score -7306936 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -7313063.500000 Penalty: 1066.018921
	Iteration 3F: 3 clusters Score -7313064 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -7321041.000000 Penalty: 1066.018921
	Iteration 4F: 3 clusters Score -7321041 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -7329408.000000 Penalty: 1066.018921
	Iteration 5F: 3 clusters Score -7329408 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -7335541.500000 Penalty: 1066.018921
	Iteration 6F: 3 clusters Score -7335542 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -7339257.500000 Penalty: 1066.018921
	Iteration 7Q: 3 clusters Score -7339258 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -7341011.000000 Penalty: 1066.018921
	Iteration 8Q: 3 clusters Score -7341011 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -7341515.500000 Penalty: 1066.018921
	Iteration 9Q: 3 clusters Score -7341516 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -7341596.500000 Penalty: 1066.018921
	Iteration 10Q: 3 clusters Score -7341596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -7341617.000000 Penalty: 1066.018921
	Iteration 11Q: 3 clusters Score -7341617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -7341632.000000 Penalty: 1066.018921
	Iteration 12Q: 3 clusters Score -7341632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 122194 members 
Entering Unmasked Estep 
Score: -7341639.500000 Penalty: 1066.018921
	Iteration 13Q: 3 clusters Score -7341640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -7341648.000000 Penalty: 1066.018921
	Iteration 14Q: 3 clusters Score -7341648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122206 members 
Entering Unmasked Estep 
Score: -7341654.500000 Penalty: 1066.018921
	Iteration 15Q: 3 clusters Score -7341654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -7341657.000000 Penalty: 1066.018921
	Iteration 16Q: 3 clusters Score -7341657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -7341657.500000 Penalty: 1066.018921
	Iteration 17Q: 3 clusters Score -7341658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -7341672.500000 Penalty: 1066.018921
	Iteration 18Q: 3 clusters Score -7341672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -7341671.500000 Penalty: 1066.018921
	Iteration 19Q: 3 clusters Score -7341672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -7341663.500000 Penalty: 1066.018921
	Iteration 20F: 3 clusters Score -7341664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -7341670.500000 Penalty: 1066.018921
	Iteration 21Q: 3 clusters Score -7341670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
Score: -7341665.500000 Penalty: 1066.018921
	Iteration 22Q: 3 clusters Score -7341666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -7341666.500000 Penalty: 1066.018921
	Iteration 23Q: 3 clusters Score -7341666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -7341666.500000 Penalty: 1066.018921
	Iteration 24F: 3 clusters Score -7341666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -237797.609375 Penalty: 378.123901
	Iteration 0F: 2 clusters Score -237797.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -235130.421875 Penalty: 756.247803
	Iteration 0F: 3 clusters Score -235130.4 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -236591.484375 Penalty: 756.247803
	Iteration 1F: 3 clusters Score -236591.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -237155.250000 Penalty: 756.247803
	Iteration 2F: 3 clusters Score -237155.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -237660.281250 Penalty: 756.247803
	Iteration 3F: 3 clusters Score -237660.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -238025.000000 Penalty: 756.247803
	Iteration 4F: 3 clusters Score -238025 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -238186.046875 Penalty: 756.247803
	Iteration 5Q: 3 clusters Score -238186 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -238268.796875 Penalty: 756.247803
	Iteration 6Q: 3 clusters Score -238268.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -238300.671875 Penalty: 756.247803
	Iteration 7Q: 3 clusters Score -238300.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -238316.296875 Penalty: 756.247803
	Iteration 8Q: 3 clusters Score -238316.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -238326.093750 Penalty: 756.247803
	Iteration 9Q: 3 clusters Score -238326.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -238331.234375 Penalty: 756.247803
	Iteration 10Q: 3 clusters Score -238331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -238332.156250 Penalty: 756.247803
	Iteration 11Q: 3 clusters Score -238332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -238334.500000 Penalty: 756.247803
	Iteration 12Q: 3 clusters Score -238334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -238335.359375 Penalty: 756.247803
	Iteration 13Q: 3 clusters Score -238335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -238336.812500 Penalty: 756.247803
	Iteration 14Q: 3 clusters Score -238336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -238338.765625 Penalty: 756.247803
	Iteration 15Q: 3 clusters Score -238338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -238343.125000 Penalty: 756.247803
	Iteration 16Q: 3 clusters Score -238343.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -238345.781250 Penalty: 756.247803
	Iteration 17Q: 3 clusters Score -238345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -238347.359375 Penalty: 756.247803
	Iteration 18Q: 3 clusters Score -238347.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -238348.593750 Penalty: 756.247803
	Iteration 19Q: 3 clusters Score -238348.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -238350.953125 Penalty: 756.247803
	Iteration 20F: 3 clusters Score -238351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -238351.812500 Penalty: 756.247803
	Iteration 21Q: 3 clusters Score -238351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -238352.296875 Penalty: 756.247803
	Iteration 22Q: 3 clusters Score -238352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -238352.109375 Penalty: 756.247803
	Iteration 23Q: 3 clusters Score -238352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -238353.062500 Penalty: 756.247803
	Iteration 24Q: 3 clusters Score -238353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -238352.296875 Penalty: 756.247803
	Iteration 25Q: 3 clusters Score -238352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -238353.875000 Penalty: 756.247803
	Iteration 26Q: 3 clusters Score -238353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -238353.421875 Penalty: 756.247803
	Iteration 27Q: 3 clusters Score -238353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -238354.265625 Penalty: 756.247803
	Iteration 28Q: 3 clusters Score -238354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -238354.296875 Penalty: 756.247803
	Iteration 29Q: 3 clusters Score -238354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -238357.593750 Penalty: 756.247803
	Iteration 30Q: 3 clusters Score -238357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -238359.718750 Penalty: 756.247803
	Iteration 31Q: 3 clusters Score -238359.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -238361.718750 Penalty: 756.247803
	Iteration 32Q: 3 clusters Score -238361.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -238365.046875 Penalty: 756.247803
	Iteration 33Q: 3 clusters Score -238365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -238366.187500 Penalty: 756.247803
	Iteration 34Q: 3 clusters Score -238366.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -238368.531250 Penalty: 756.247803
	Iteration 35Q: 3 clusters Score -238368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -238369.640625 Penalty: 756.247803
	Iteration 36Q: 3 clusters Score -238369.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -238370.421875 Penalty: 756.247803
	Iteration 37Q: 3 clusters Score -238370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -238371.937500 Penalty: 756.247803
	Iteration 38Q: 3 clusters Score -238371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -238373.312500 Penalty: 756.247803
	Iteration 39Q: 3 clusters Score -238373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -238373.921875 Penalty: 756.247803
	Iteration 40F: 3 clusters Score -238373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -238374.546875 Penalty: 756.247803
	Iteration 41Q: 3 clusters Score -238374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -238374.390625 Penalty: 756.247803
	Iteration 42Q: 3 clusters Score -238374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -238375.171875 Penalty: 756.247803
	Iteration 43Q: 3 clusters Score -238375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -238375.281250 Penalty: 756.247803
	Iteration 44Q: 3 clusters Score -238375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -238374.656250 Penalty: 756.247803
	Iteration 45Q: 3 clusters Score -238374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -238375.500000 Penalty: 756.247803
	Iteration 46Q: 3 clusters Score -238375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -238376.281250 Penalty: 756.247803
	Iteration 47Q: 3 clusters Score -238376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -238377.390625 Penalty: 756.247803
	Iteration 48Q: 3 clusters Score -238377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -238377.937500 Penalty: 756.247803
	Iteration 49Q: 3 clusters Score -238377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -238377.375000 Penalty: 756.247803
	Iteration 50Q: 3 clusters Score -238377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -238377.859375 Penalty: 756.247803
	Iteration 51Q: 3 clusters Score -238377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -238377.953125 Penalty: 756.247803
	Iteration 52Q: 3 clusters Score -238378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -238377.562500 Penalty: 756.247803
	Iteration 53Q: 3 clusters Score -238377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -238378.171875 Penalty: 756.247803
	Iteration 54Q: 3 clusters Score -238378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -238378.703125 Penalty: 756.247803
	Iteration 55Q: 3 clusters Score -238378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -238379.750000 Penalty: 756.247803
	Iteration 56Q: 3 clusters Score -238379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -238381.046875 Penalty: 756.247803
	Iteration 57Q: 3 clusters Score -238381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -238381.156250 Penalty: 756.247803
	Iteration 58Q: 3 clusters Score -238381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -238381.171875 Penalty: 756.247803
	Iteration 59Q: 3 clusters Score -238381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -238380.656250 Penalty: 756.247803
	Iteration 60F: 3 clusters Score -238380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -238382.265625 Penalty: 756.247803
	Iteration 61Q: 3 clusters Score -238382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -238382.359375 Penalty: 756.247803
	Iteration 62Q: 3 clusters Score -238382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -238382.859375 Penalty: 756.247803
	Iteration 63Q: 3 clusters Score -238382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -238383.078125 Penalty: 756.247803
	Iteration 64Q: 3 clusters Score -238383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -238384.984375 Penalty: 756.247803
	Iteration 65Q: 3 clusters Score -238385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -238386.515625 Penalty: 756.247803
	Iteration 66Q: 3 clusters Score -238386.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -238388.609375 Penalty: 756.247803
	Iteration 67Q: 3 clusters Score -238388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -238390.234375 Penalty: 756.247803
	Iteration 68Q: 3 clusters Score -238390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -238393.171875 Penalty: 756.247803
	Iteration 69Q: 3 clusters Score -238393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -238397.921875 Penalty: 756.247803
	Iteration 70Q: 3 clusters Score -238397.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -238402.828125 Penalty: 756.247803
	Iteration 71Q: 3 clusters Score -238402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -238407.453125 Penalty: 756.247803
	Iteration 72Q: 3 clusters Score -238407.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -238413.109375 Penalty: 756.247803
	Iteration 73Q: 3 clusters Score -238413.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -238421.171875 Penalty: 756.247803
	Iteration 74Q: 3 clusters Score -238421.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -238433.515625 Penalty: 756.247803
	Iteration 75Q: 3 clusters Score -238433.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -238449.484375 Penalty: 756.247803
	Iteration 76Q: 3 clusters Score -238449.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -238471.078125 Penalty: 756.247803
	Iteration 77Q: 3 clusters Score -238471.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -238504.906250 Penalty: 756.247803
	Iteration 78Q: 3 clusters Score -238504.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -238540.359375 Penalty: 756.247803
	Iteration 79Q: 3 clusters Score -238540.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -238607.265625 Penalty: 756.247803
	Iteration 80F: 3 clusters Score -238607.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -238712.250000 Penalty: 756.247803
	Iteration 81Q: 3 clusters Score -238712.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -238748.531250 Penalty: 756.247803
	Iteration 82Q: 3 clusters Score -238748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -238765.343750 Penalty: 756.247803
	Iteration 83Q: 3 clusters Score -238765.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -238773.265625 Penalty: 756.247803
	Iteration 84Q: 3 clusters Score -238773.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -238778.437500 Penalty: 756.247803
	Iteration 85Q: 3 clusters Score -238778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -238781.015625 Penalty: 756.247803
	Iteration 86Q: 3 clusters Score -238781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -238781.531250 Penalty: 756.247803
	Iteration 87Q: 3 clusters Score -238781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -238783.500000 Penalty: 756.247803
	Iteration 88Q: 3 clusters Score -238783.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -238785.921875 Penalty: 756.247803
	Iteration 89Q: 3 clusters Score -238785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -238786.656250 Penalty: 756.247803
	Iteration 90Q: 3 clusters Score -238786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -238787.625000 Penalty: 756.247803
	Iteration 91Q: 3 clusters Score -238787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -238789.343750 Penalty: 756.247803
	Iteration 92Q: 3 clusters Score -238789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -238789.781250 Penalty: 756.247803
	Iteration 93Q: 3 clusters Score -238789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -238790.531250 Penalty: 756.247803
	Iteration 94Q: 3 clusters Score -238790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -238790.828125 Penalty: 756.247803
	Iteration 95Q: 3 clusters Score -238790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -238791.640625 Penalty: 756.247803
	Iteration 96Q: 3 clusters Score -238791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -238791.312500 Penalty: 756.247803
	Iteration 97Q: 3 clusters Score -238791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -238791.343750 Penalty: 756.247803
	Iteration 98Q: 3 clusters Score -238791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -238793.359375 Penalty: 756.247803
	Iteration 99Q: 3 clusters Score -238793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -238794.750000 Penalty: 756.247803
	Iteration 100F: 3 clusters Score -238794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -238795.046875 Penalty: 756.247803
	Iteration 101Q: 3 clusters Score -238795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -238795.093750 Penalty: 756.247803
	Iteration 102Q: 3 clusters Score -238795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -238795.406250 Penalty: 756.247803
	Iteration 103Q: 3 clusters Score -238795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -238794.890625 Penalty: 756.247803
	Iteration 104Q: 3 clusters Score -238794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -238795.609375 Penalty: 756.247803
	Iteration 105Q: 3 clusters Score -238795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -238795.609375 Penalty: 756.247803
	Iteration 106F: 3 clusters Score -238795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Entering Unmasked Estep 
Score: -58139892.000000 Penalty: 22027.519531
Splitting cluster 16 changes total score from -58123420.000000 to -58139892.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -144783.296875 Penalty: 358.162018
	Iteration 0F: 2 clusters Score -144783.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -142938.609375 Penalty: 716.324036
	Iteration 0F: 3 clusters Score -142938.6 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -143660.515625 Penalty: 716.324036
	Iteration 1F: 3 clusters Score -143660.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -143879.843750 Penalty: 716.324036
	Iteration 2F: 3 clusters Score -143879.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -144082.187500 Penalty: 716.324036
	Iteration 3F: 3 clusters Score -144082.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -144236.390625 Penalty: 716.324036
	Iteration 4F: 3 clusters Score -144236.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -144344.265625 Penalty: 716.324036
	Iteration 5F: 3 clusters Score -144344.3 nChanged 108
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: -144423.593750 Penalty: 716.324036
	Iteration 6Q: 3 clusters Score -144423.6 nChanged 89
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: -144495.281250 Penalty: 716.324036
	Iteration 7Q: 3 clusters Score -144495.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -144570.437500 Penalty: 716.324036
	Iteration 8Q: 3 clusters Score -144570.4 nChanged 73
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: -144651.843750 Penalty: 716.324036
	Iteration 9Q: 3 clusters Score -144651.8 nChanged 53
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: -144690.078125 Penalty: 716.324036
	Iteration 10Q: 3 clusters Score -144690.1 nChanged 38
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: -144702.015625 Penalty: 716.324036
	Iteration 11Q: 3 clusters Score -144702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -144709.203125 Penalty: 716.324036
	Iteration 12Q: 3 clusters Score -144709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -144713.421875 Penalty: 716.324036
	Iteration 13Q: 3 clusters Score -144713.4 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: -144715.687500 Penalty: 716.324036
	Iteration 14Q: 3 clusters Score -144715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -144717.734375 Penalty: 716.324036
	Iteration 15Q: 3 clusters Score -144717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -144721.078125 Penalty: 716.324036
	Iteration 16Q: 3 clusters Score -144721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -144725.296875 Penalty: 716.324036
	Iteration 17Q: 3 clusters Score -144725.3 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: -144729.015625 Penalty: 716.324036
	Iteration 18Q: 3 clusters Score -144729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -144730.578125 Penalty: 716.324036
	Iteration 19Q: 3 clusters Score -144730.6 nChanged 6
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: -144731.406250 Penalty: 716.324036
	Iteration 20F: 3 clusters Score -144731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -144732.062500 Penalty: 716.324036
	Iteration 21Q: 3 clusters Score -144732.1 nChanged 1
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: -144732.031250 Penalty: 716.324036
	Iteration 22Q: 3 clusters Score -144732 nChanged 0
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: -144732.031250 Penalty: 716.324036
	Iteration 23F: 3 clusters Score -144732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -142021.437500 Penalty: 355.444794
	Iteration 0F: 2 clusters Score -142021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -140314.828125 Penalty: 710.889587
	Iteration 0F: 3 clusters Score -140314.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -141492.859375 Penalty: 710.889587
	Iteration 1F: 3 clusters Score -141492.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -142341.203125 Penalty: 710.889587
	Iteration 2F: 3 clusters Score -142341.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -142909.968750 Penalty: 710.889587
	Iteration 3F: 3 clusters Score -142910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -143156.359375 Penalty: 710.889587
	Iteration 4F: 3 clusters Score -143156.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -143338.968750 Penalty: 710.889587
	Iteration 5Q: 3 clusters Score -143339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -143452.953125 Penalty: 710.889587
	Iteration 6Q: 3 clusters Score -143453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -143564.531250 Penalty: 710.889587
	Iteration 7Q: 3 clusters Score -143564.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -143653.000000 Penalty: 710.889587
	Iteration 8Q: 3 clusters Score -143653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -143685.796875 Penalty: 710.889587
	Iteration 9Q: 3 clusters Score -143685.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -143749.843750 Penalty: 710.889587
	Iteration 10Q: 3 clusters Score -143749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -143779.078125 Penalty: 710.889587
	Iteration 11Q: 3 clusters Score -143779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -143783.250000 Penalty: 710.889587
	Iteration 12Q: 3 clusters Score -143783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -143785.578125 Penalty: 710.889587
	Iteration 13Q: 3 clusters Score -143785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -143785.578125 Penalty: 710.889587
	Iteration 14F: 3 clusters Score -143785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Mstep: Class 36 contains 1772 members 
Entering Unmasked Estep 
Score: -58141508.000000 Penalty: 22656.876953
Splitting cluster 18 changes total score from -58123420.000000 to -58141508.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (147949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Entering Unmasked Estep 
Score: -8837232.000000 Penalty: 541.660339
	Iteration 0F: 2 clusters Score -8837232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -8742109.000000 Penalty: 1083.320679
	Iteration 0F: 3 clusters Score -8742109 nChanged 72601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -8788291.000000 Penalty: 1083.320679
	Iteration 1F: 3 clusters Score -8788291 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -8792710.000000 Penalty: 1083.320679
	Iteration 2F: 3 clusters Score -8792710 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -8799853.000000 Penalty: 1083.320679
	Iteration 3F: 3 clusters Score -8799853 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -8809864.000000 Penalty: 1083.320679
	Iteration 4F: 3 clusters Score -8809864 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -8818558.000000 Penalty: 1083.320679
	Iteration 5F: 3 clusters Score -8818558 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -8822969.000000 Penalty: 1083.320679
	Iteration 6F: 3 clusters Score -8822969 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -8824613.000000 Penalty: 1083.320679
	Iteration 7Q: 3 clusters Score -8824613 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -8825735.000000 Penalty: 1083.320679
	Iteration 8Q: 3 clusters Score -8825735 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -8827051.000000 Penalty: 1083.320679
	Iteration 9Q: 3 clusters Score -8827051 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -8828524.000000 Penalty: 1083.320679
	Iteration 10Q: 3 clusters Score -8828524 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -8830250.000000 Penalty: 1083.320679
	Iteration 11Q: 3 clusters Score -8830250 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -8832176.000000 Penalty: 1083.320679
	Iteration 12Q: 3 clusters Score -8832176 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -8833953.000000 Penalty: 1083.320679
	Iteration 13Q: 3 clusters Score -8833953 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -8835120.000000 Penalty: 1083.320679
	Iteration 14Q: 3 clusters Score -8835120 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -8835943.000000 Penalty: 1083.320679
	Iteration 15Q: 3 clusters Score -8835943 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 142822 members 
Entering Unmasked Estep 
Score: -8836298.000000 Penalty: 1083.320679
	Iteration 16Q: 3 clusters Score -8836298 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -8836471.000000 Penalty: 1083.320679
	Iteration 17Q: 3 clusters Score -8836471 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -8836583.000000 Penalty: 1083.320679
	Iteration 18Q: 3 clusters Score -8836583 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -8836599.000000 Penalty: 1083.320679
	Iteration 19Q: 3 clusters Score -8836599 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 145909 members 
Entering Unmasked Estep 
Score: -8836939.000000 Penalty: 1083.320679
	Iteration 20F: 3 clusters Score -8836939 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -8837009.000000 Penalty: 1083.320679
	Iteration 21Q: 3 clusters Score -8837009 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -8837036.000000 Penalty: 1083.320679
	Iteration 22Q: 3 clusters Score -8837036 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -8837053.000000 Penalty: 1083.320679
	Iteration 23Q: 3 clusters Score -8837053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -8837020.000000 Penalty: 1083.320679
	Iteration 24Q: 3 clusters Score -8837020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -8836979.000000 Penalty: 1083.320679
	Iteration 25Q: 3 clusters Score -8836979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -8836979.000000 Penalty: 1083.320679
	Iteration 26Q: 3 clusters Score -8836979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -8836953.000000 Penalty: 1083.320679
	Iteration 27Q: 3 clusters Score -8836953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -8836938.000000 Penalty: 1083.320679
	Iteration 28Q: 3 clusters Score -8836938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -8836930.000000 Penalty: 1083.320679
	Iteration 29Q: 3 clusters Score -8836930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -8836921.000000 Penalty: 1083.320679
	Iteration 30Q: 3 clusters Score -8836921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -8836919.000000 Penalty: 1083.320679
	Iteration 31Q: 3 clusters Score -8836919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -8836910.000000 Penalty: 1083.320679
	Iteration 32Q: 3 clusters Score -8836910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -8836919.000000 Penalty: 1083.320679
	Iteration 33Q: 3 clusters Score -8836919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -8836911.000000 Penalty: 1083.320679
	Iteration 34Q: 3 clusters Score -8836911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -8836910.000000 Penalty: 1083.320679
	Iteration 35Q: 3 clusters Score -8836910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147746 members 
Entering Unmasked Estep 
Score: -8836906.000000 Penalty: 1083.320679
	Iteration 36Q: 3 clusters Score -8836906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 147749 members 
Entering Unmasked Estep 
Score: -8836907.000000 Penalty: 1083.320679
	Iteration 37Q: 3 clusters Score -8836907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -8836905.000000 Penalty: 1083.320679
	Iteration 38Q: 3 clusters Score -8836905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -8836902.000000 Penalty: 1083.320679
	Iteration 39Q: 3 clusters Score -8836902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -8836902.000000 Penalty: 1083.320679
	Iteration 40F: 3 clusters Score -8836902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Entering Unmasked Estep 
Score: -1860614.375000 Penalty: 471.023834
	Iteration 0F: 2 clusters Score -1860614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1839590.625000 Penalty: 942.047668
	Iteration 0F: 3 clusters Score -1839591 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1848696.625000 Penalty: 942.047668
	Iteration 1F: 3 clusters Score -1848697 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1849702.500000 Penalty: 942.047668
	Iteration 2F: 3 clusters Score -1849702 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -1851397.875000 Penalty: 942.047668
	Iteration 3F: 3 clusters Score -1851398 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1853751.250000 Penalty: 942.047668
	Iteration 4F: 3 clusters Score -1853751 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -1856050.250000 Penalty: 942.047668
	Iteration 5F: 3 clusters Score -1856050 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -1858057.500000 Penalty: 942.047668
	Iteration 6F: 3 clusters Score -1858058 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -1859322.125000 Penalty: 942.047668
	Iteration 7Q: 3 clusters Score -1859322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -1859768.125000 Penalty: 942.047668
	Iteration 8Q: 3 clusters Score -1859768 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -1859951.250000 Penalty: 942.047668
	Iteration 9Q: 3 clusters Score -1859951 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -1860058.875000 Penalty: 942.047668
	Iteration 10Q: 3 clusters Score -1860059 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -1860120.750000 Penalty: 942.047668
	Iteration 11Q: 3 clusters Score -1860121 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -1860164.375000 Penalty: 942.047668
	Iteration 12Q: 3 clusters Score -1860164 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -1860187.500000 Penalty: 942.047668
	Iteration 13Q: 3 clusters Score -1860188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -1860209.625000 Penalty: 942.047668
	Iteration 14Q: 3 clusters Score -1860210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -1860218.750000 Penalty: 942.047668
	Iteration 15Q: 3 clusters Score -1860219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -1860227.000000 Penalty: 942.047668
	Iteration 16Q: 3 clusters Score -1860227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -1860231.000000 Penalty: 942.047668
	Iteration 17Q: 3 clusters Score -1860231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1860230.625000 Penalty: 942.047668
	Iteration 18Q: 3 clusters Score -1860231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -1860233.875000 Penalty: 942.047668
	Iteration 19Q: 3 clusters Score -1860234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -1860236.375000 Penalty: 942.047668
	Iteration 20F: 3 clusters Score -1860236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -1860243.375000 Penalty: 942.047668
	Iteration 21Q: 3 clusters Score -1860243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -1860247.375000 Penalty: 942.047668
	Iteration 22Q: 3 clusters Score -1860247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -1860249.000000 Penalty: 942.047668
	Iteration 23Q: 3 clusters Score -1860249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -1860251.375000 Penalty: 942.047668
	Iteration 24Q: 3 clusters Score -1860251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -1860250.500000 Penalty: 942.047668
	Iteration 25Q: 3 clusters Score -1860250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -1860252.250000 Penalty: 942.047668
	Iteration 26Q: 3 clusters Score -1860252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -1860256.000000 Penalty: 942.047668
	Iteration 27Q: 3 clusters Score -1860256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -1860259.125000 Penalty: 942.047668
	Iteration 28Q: 3 clusters Score -1860259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -1860261.250000 Penalty: 942.047668
	Iteration 29Q: 3 clusters Score -1860261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -1860261.875000 Penalty: 942.047668
	Iteration 30Q: 3 clusters Score -1860262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -1860257.375000 Penalty: 942.047668
	Iteration 31Q: 3 clusters Score -1860257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -1860256.125000 Penalty: 942.047668
	Iteration 32Q: 3 clusters Score -1860256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -1860255.875000 Penalty: 942.047668
	Iteration 33Q: 3 clusters Score -1860256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -1860259.000000 Penalty: 942.047668
	Iteration 34Q: 3 clusters Score -1860259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -1860260.875000 Penalty: 942.047668
	Iteration 35Q: 3 clusters Score -1860261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -1860261.000000 Penalty: 942.047668
	Iteration 36Q: 3 clusters Score -1860261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -1860263.250000 Penalty: 942.047668
	Iteration 37Q: 3 clusters Score -1860263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -1860260.375000 Penalty: 942.047668
	Iteration 38Q: 3 clusters Score -1860260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1860258.125000 Penalty: 942.047668
	Iteration 39Q: 3 clusters Score -1860258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -1860255.875000 Penalty: 942.047668
	Iteration 40F: 3 clusters Score -1860256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -1860256.625000 Penalty: 942.047668
	Iteration 41Q: 3 clusters Score -1860257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1860257.250000 Penalty: 942.047668
	Iteration 42Q: 3 clusters Score -1860257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1860256.500000 Penalty: 942.047668
	Iteration 43Q: 3 clusters Score -1860256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -1860257.000000 Penalty: 942.047668
	Iteration 44Q: 3 clusters Score -1860257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -1860261.750000 Penalty: 942.047668
	Iteration 45Q: 3 clusters Score -1860262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1860265.000000 Penalty: 942.047668
	Iteration 46Q: 3 clusters Score -1860265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1860263.625000 Penalty: 942.047668
	Iteration 47Q: 3 clusters Score -1860264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1860264.500000 Penalty: 942.047668
	Iteration 48Q: 3 clusters Score -1860264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -1860267.125000 Penalty: 942.047668
	Iteration 49Q: 3 clusters Score -1860267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -1860264.250000 Penalty: 942.047668
	Iteration 50Q: 3 clusters Score -1860264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -1860263.375000 Penalty: 942.047668
	Iteration 51Q: 3 clusters Score -1860263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -1860263.625000 Penalty: 942.047668
	Iteration 52Q: 3 clusters Score -1860264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -1860271.000000 Penalty: 942.047668
	Iteration 53Q: 3 clusters Score -1860271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -1860269.250000 Penalty: 942.047668
	Iteration 54Q: 3 clusters Score -1860269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -1860264.500000 Penalty: 942.047668
	Iteration 55Q: 3 clusters Score -1860264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -1860270.000000 Penalty: 942.047668
	Iteration 56Q: 3 clusters Score -1860270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -1860271.500000 Penalty: 942.047668
	Iteration 57Q: 3 clusters Score -1860272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -1860271.000000 Penalty: 942.047668
	Iteration 58Q: 3 clusters Score -1860271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -1860272.750000 Penalty: 942.047668
	Iteration 59Q: 3 clusters Score -1860273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -1860274.500000 Penalty: 942.047668
	Iteration 60F: 3 clusters Score -1860274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -1860273.625000 Penalty: 942.047668
	Iteration 61Q: 3 clusters Score -1860274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -1860276.875000 Penalty: 942.047668
	Iteration 62Q: 3 clusters Score -1860277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -1860274.500000 Penalty: 942.047668
	Iteration 63Q: 3 clusters Score -1860274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -1860274.625000 Penalty: 942.047668
	Iteration 64Q: 3 clusters Score -1860275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -1860275.250000 Penalty: 942.047668
	Iteration 65Q: 3 clusters Score -1860275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1860272.875000 Penalty: 942.047668
	Iteration 66Q: 3 clusters Score -1860273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -1860273.750000 Penalty: 942.047668
	Iteration 67Q: 3 clusters Score -1860274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1860275.125000 Penalty: 942.047668
	Iteration 68Q: 3 clusters Score -1860275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1860274.125000 Penalty: 942.047668
	Iteration 69Q: 3 clusters Score -1860274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1860274.250000 Penalty: 942.047668
	Iteration 70Q: 3 clusters Score -1860274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -1860276.000000 Penalty: 942.047668
	Iteration 71Q: 3 clusters Score -1860276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -1860274.500000 Penalty: 942.047668
	Iteration 72Q: 3 clusters Score -1860274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -1860274.500000 Penalty: 942.047668
	Iteration 73F: 3 clusters Score -1860274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Entering Unmasked Estep 
Score: -1408517.250000 Penalty: 457.326477
	Iteration 0F: 2 clusters Score -1408517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1393101.250000 Penalty: 914.652954
	Iteration 0F: 3 clusters Score -1393101 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1399328.000000 Penalty: 914.652954
	Iteration 1F: 3 clusters Score -1399328 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1399728.500000 Penalty: 914.652954
	Iteration 2Q: 3 clusters Score -1399728 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1400441.875000 Penalty: 914.652954
	Iteration 3F: 3 clusters Score -1400442 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1401624.250000 Penalty: 914.652954
	Iteration 4F: 3 clusters Score -1401624 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1403241.875000 Penalty: 914.652954
	Iteration 5F: 3 clusters Score -1403242 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1405053.125000 Penalty: 914.652954
	Iteration 6F: 3 clusters Score -1405053 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1406388.750000 Penalty: 914.652954
	Iteration 7F: 3 clusters Score -1406389 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1407134.375000 Penalty: 914.652954
	Iteration 8Q: 3 clusters Score -1407134 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1407516.000000 Penalty: 914.652954
	Iteration 9Q: 3 clusters Score -1407516 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1407697.125000 Penalty: 914.652954
	Iteration 10Q: 3 clusters Score -1407697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1407808.500000 Penalty: 914.652954
	Iteration 11Q: 3 clusters Score -1407808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1407870.500000 Penalty: 914.652954
	Iteration 12Q: 3 clusters Score -1407870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1407916.250000 Penalty: 914.652954
	Iteration 13Q: 3 clusters Score -1407916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1407964.500000 Penalty: 914.652954
	Iteration 14Q: 3 clusters Score -1407964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1407992.250000 Penalty: 914.652954
	Iteration 15Q: 3 clusters Score -1407992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1408023.625000 Penalty: 914.652954
	Iteration 16Q: 3 clusters Score -1408024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1408046.250000 Penalty: 914.652954
	Iteration 17Q: 3 clusters Score -1408046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1408069.250000 Penalty: 914.652954
	Iteration 18Q: 3 clusters Score -1408069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1408085.375000 Penalty: 914.652954
	Iteration 19Q: 3 clusters Score -1408085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1408094.375000 Penalty: 914.652954
	Iteration 20F: 3 clusters Score -1408094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1408109.875000 Penalty: 914.652954
	Iteration 21Q: 3 clusters Score -1408110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1408120.375000 Penalty: 914.652954
	Iteration 22Q: 3 clusters Score -1408120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1408124.000000 Penalty: 914.652954
	Iteration 23Q: 3 clusters Score -1408124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1408127.625000 Penalty: 914.652954
	Iteration 24Q: 3 clusters Score -1408128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1408129.500000 Penalty: 914.652954
	Iteration 25Q: 3 clusters Score -1408130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1408132.125000 Penalty: 914.652954
	Iteration 26Q: 3 clusters Score -1408132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1408136.500000 Penalty: 914.652954
	Iteration 27Q: 3 clusters Score -1408136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1408137.125000 Penalty: 914.652954
	Iteration 28Q: 3 clusters Score -1408137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1408137.500000 Penalty: 914.652954
	Iteration 29Q: 3 clusters Score -1408138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1408137.500000 Penalty: 914.652954
	Iteration 30Q: 3 clusters Score -1408138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1408137.500000 Penalty: 914.652954
	Iteration 31F: 3 clusters Score -1408138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -26130.566406 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -26130.57 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 301 members 
Entering Unmasked Estep 
Score: -25655.716797 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -25655.72 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26046.017578 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -26046.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26262.048828 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -26262.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26310.667969 Penalty: 579.972107
	Iteration 3F: 3 clusters Score -26310.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26361.369141 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -26361.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26422.339844 Penalty: 579.972107
	Iteration 5F: 3 clusters Score -26422.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26488.589844 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -26488.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26548.609375 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -26548.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26648.775391 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -26648.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26698.750000 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -26698.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26705.845703 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -26705.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26710.740234 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -26710.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26711.933594 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -26711.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26712.443359 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -26712.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26712.625000 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -26712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26712.662109 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -26712.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26712.662109 Penalty: 579.972107
	Iteration 16F: 3 clusters Score -26712.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Mstep: Class 36 contains 1772 members 
Mstep: Class 37 contains 308 members 
Entering Unmasked Estep 
Score: -58141808.000000 Penalty: 23286.234375
Splitting cluster 22 changes total score from -58123420.000000 to -58141808.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -61075.734375 Penalty: 335.829987
	Iteration 0F: 2 clusters Score -61075.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -60138.316406 Penalty: 671.659973
	Iteration 0F: 3 clusters Score -60138.32 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62478.660156 Penalty: 671.659973
	Iteration 1F: 3 clusters Score -62478.66 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63305.019531 Penalty: 671.659973
	Iteration 2F: 3 clusters Score -63305.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -63494.242188 Penalty: 671.659973
	Iteration 3F: 3 clusters Score -63494.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -63546.449219 Penalty: 671.659973
	Iteration 4Q: 3 clusters Score -63546.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -63580.902344 Penalty: 671.659973
	Iteration 5Q: 3 clusters Score -63580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -63588.179688 Penalty: 671.659973
	Iteration 6Q: 3 clusters Score -63588.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -63605.523438 Penalty: 671.659973
	Iteration 7Q: 3 clusters Score -63605.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -63616.500000 Penalty: 671.659973
	Iteration 8Q: 3 clusters Score -63616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -63651.250000 Penalty: 671.659973
	Iteration 9Q: 3 clusters Score -63651.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -64019.035156 Penalty: 671.659973
	Iteration 10Q: 3 clusters Score -64019.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64111.617188 Penalty: 671.659973
	Iteration 11Q: 3 clusters Score -64111.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -64190.355469 Penalty: 671.659973
	Iteration 12Q: 3 clusters Score -64190.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -64200.074219 Penalty: 671.659973
	Iteration 13Q: 3 clusters Score -64200.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -64202.386719 Penalty: 671.659973
	Iteration 14Q: 3 clusters Score -64202.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -64202.386719 Penalty: 671.659973
	Iteration 15F: 3 clusters Score -64202.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 2408 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Mstep: Class 36 contains 1772 members 
Mstep: Class 37 contains 308 members 
Mstep: Class 38 contains 867 members 
Entering Unmasked Estep 
Score: -58144464.000000 Penalty: 23915.591797
Splitting cluster 23 changes total score from -58123420.000000 to -58144464.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -85390.554688 Penalty: 331.925049
	Iteration 0F: 2 clusters Score -85390.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -84270.156250 Penalty: 663.850098
	Iteration 0F: 3 clusters Score -84270.16 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -84593.492188 Penalty: 663.850098
	Iteration 1F: 3 clusters Score -84593.49 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84671.093750 Penalty: 663.850098
	Iteration 2F: 3 clusters Score -84671.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -84740.625000 Penalty: 663.850098
	Iteration 3F: 3 clusters Score -84740.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -84809.546875 Penalty: 663.850098
	Iteration 4Q: 3 clusters Score -84809.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -84870.601562 Penalty: 663.850098
	Iteration 5Q: 3 clusters Score -84870.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -84922.789062 Penalty: 663.850098
	Iteration 6Q: 3 clusters Score -84922.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -84946.054688 Penalty: 663.850098
	Iteration 7Q: 3 clusters Score -84946.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -84962.156250 Penalty: 663.850098
	Iteration 8Q: 3 clusters Score -84962.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -84972.406250 Penalty: 663.850098
	Iteration 9Q: 3 clusters Score -84972.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -84979.078125 Penalty: 663.850098
	Iteration 10Q: 3 clusters Score -84979.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -84988.320312 Penalty: 663.850098
	Iteration 11Q: 3 clusters Score -84988.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -84995.929688 Penalty: 663.850098
	Iteration 12Q: 3 clusters Score -84995.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -85004.609375 Penalty: 663.850098
	Iteration 13Q: 3 clusters Score -85004.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -85011.148438 Penalty: 663.850098
	Iteration 14Q: 3 clusters Score -85011.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -85017.304688 Penalty: 663.850098
	Iteration 15Q: 3 clusters Score -85017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -85022.812500 Penalty: 663.850098
	Iteration 16Q: 3 clusters Score -85022.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -85029.914062 Penalty: 663.850098
	Iteration 17Q: 3 clusters Score -85029.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -85035.406250 Penalty: 663.850098
	Iteration 18Q: 3 clusters Score -85035.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -85038.953125 Penalty: 663.850098
	Iteration 19Q: 3 clusters Score -85038.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85041.679688 Penalty: 663.850098
	Iteration 20F: 3 clusters Score -85041.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -85043.109375 Penalty: 663.850098
	Iteration 21Q: 3 clusters Score -85043.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -85045.234375 Penalty: 663.850098
	Iteration 22Q: 3 clusters Score -85045.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -85046.570312 Penalty: 663.850098
	Iteration 23Q: 3 clusters Score -85046.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -85047.046875 Penalty: 663.850098
	Iteration 24Q: 3 clusters Score -85047.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -85047.046875 Penalty: 663.850098
	Iteration 25F: 3 clusters Score -85047.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (103159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Entering Unmasked Estep 
Score: -6079109.000000 Penalty: 525.253174
	Iteration 0F: 2 clusters Score -6079109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6009232.000000 Penalty: 1050.506348
	Iteration 0F: 3 clusters Score -6009232 nChanged 50484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6040055.500000 Penalty: 1050.506348
	Iteration 1F: 3 clusters Score -6040056 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6042439.000000 Penalty: 1050.506348
	Iteration 2Q: 3 clusters Score -6042439 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -6046736.500000 Penalty: 1050.506348
	Iteration 3F: 3 clusters Score -6046736 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -6053735.500000 Penalty: 1050.506348
	Iteration 4F: 3 clusters Score -6053736 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6061563.000000 Penalty: 1050.506348
	Iteration 5F: 3 clusters Score -6061563 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6067381.000000 Penalty: 1050.506348
	Iteration 6F: 3 clusters Score -6067381 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -6070696.000000 Penalty: 1050.506348
	Iteration 7Q: 3 clusters Score -6070696 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6072703.000000 Penalty: 1050.506348
	Iteration 8Q: 3 clusters Score -6072703 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6074080.000000 Penalty: 1050.506348
	Iteration 9Q: 3 clusters Score -6074080 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -6075129.000000 Penalty: 1050.506348
	Iteration 10Q: 3 clusters Score -6075129 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -6075924.000000 Penalty: 1050.506348
	Iteration 11Q: 3 clusters Score -6075924 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -6076533.500000 Penalty: 1050.506348
	Iteration 12Q: 3 clusters Score -6076534 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6077055.000000 Penalty: 1050.506348
	Iteration 13Q: 3 clusters Score -6077055 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6077438.000000 Penalty: 1050.506348
	Iteration 14Q: 3 clusters Score -6077438 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6077732.000000 Penalty: 1050.506348
	Iteration 15Q: 3 clusters Score -6077732 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6077968.000000 Penalty: 1050.506348
	Iteration 16Q: 3 clusters Score -6077968 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6078169.500000 Penalty: 1050.506348
	Iteration 17Q: 3 clusters Score -6078170 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6078342.000000 Penalty: 1050.506348
	Iteration 18Q: 3 clusters Score -6078342 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6078453.000000 Penalty: 1050.506348
	Iteration 19Q: 3 clusters Score -6078453 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6078536.000000 Penalty: 1050.506348
	Iteration 20F: 3 clusters Score -6078536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6078617.000000 Penalty: 1050.506348
	Iteration 21Q: 3 clusters Score -6078617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6078697.000000 Penalty: 1050.506348
	Iteration 22Q: 3 clusters Score -6078697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6078745.000000 Penalty: 1050.506348
	Iteration 23Q: 3 clusters Score -6078745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6078786.500000 Penalty: 1050.506348
	Iteration 24Q: 3 clusters Score -6078786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6078821.500000 Penalty: 1050.506348
	Iteration 25Q: 3 clusters Score -6078822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6078827.000000 Penalty: 1050.506348
	Iteration 26Q: 3 clusters Score -6078827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6078841.500000 Penalty: 1050.506348
	Iteration 27Q: 3 clusters Score -6078842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6078857.000000 Penalty: 1050.506348
	Iteration 28Q: 3 clusters Score -6078857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6078873.500000 Penalty: 1050.506348
	Iteration 29Q: 3 clusters Score -6078874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6078866.500000 Penalty: 1050.506348
	Iteration 30Q: 3 clusters Score -6078866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6078880.000000 Penalty: 1050.506348
	Iteration 31Q: 3 clusters Score -6078880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6078880.000000 Penalty: 1050.506348
	Iteration 32Q: 3 clusters Score -6078880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6078893.000000 Penalty: 1050.506348
	Iteration 33Q: 3 clusters Score -6078893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6078889.000000 Penalty: 1050.506348
	Iteration 34Q: 3 clusters Score -6078889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6078885.500000 Penalty: 1050.506348
	Iteration 35Q: 3 clusters Score -6078886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6078898.000000 Penalty: 1050.506348
	Iteration 36Q: 3 clusters Score -6078898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6078893.500000 Penalty: 1050.506348
	Iteration 37Q: 3 clusters Score -6078894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6078901.500000 Penalty: 1050.506348
	Iteration 38Q: 3 clusters Score -6078902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6078901.500000 Penalty: 1050.506348
	Iteration 39Q: 3 clusters Score -6078902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6078912.000000 Penalty: 1050.506348
	Iteration 40F: 3 clusters Score -6078912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6078920.500000 Penalty: 1050.506348
	Iteration 41Q: 3 clusters Score -6078920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6078926.500000 Penalty: 1050.506348
	Iteration 42Q: 3 clusters Score -6078926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6078922.500000 Penalty: 1050.506348
	Iteration 43Q: 3 clusters Score -6078922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6078923.500000 Penalty: 1050.506348
	Iteration 44Q: 3 clusters Score -6078924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6078929.500000 Penalty: 1050.506348
	Iteration 45Q: 3 clusters Score -6078930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6078936.500000 Penalty: 1050.506348
	Iteration 46Q: 3 clusters Score -6078936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6078933.500000 Penalty: 1050.506348
	Iteration 47Q: 3 clusters Score -6078934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6078947.500000 Penalty: 1050.506348
	Iteration 48Q: 3 clusters Score -6078948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6078947.000000 Penalty: 1050.506348
	Iteration 49Q: 3 clusters Score -6078947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6078941.000000 Penalty: 1050.506348
	Iteration 50Q: 3 clusters Score -6078941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6078942.500000 Penalty: 1050.506348
	Iteration 51Q: 3 clusters Score -6078942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6078948.500000 Penalty: 1050.506348
	Iteration 52Q: 3 clusters Score -6078948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6078941.000000 Penalty: 1050.506348
	Iteration 53Q: 3 clusters Score -6078941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6078939.500000 Penalty: 1050.506348
	Iteration 54Q: 3 clusters Score -6078940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6078942.500000 Penalty: 1050.506348
	Iteration 55Q: 3 clusters Score -6078942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6078945.000000 Penalty: 1050.506348
	Iteration 56Q: 3 clusters Score -6078945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6078939.000000 Penalty: 1050.506348
	Iteration 57Q: 3 clusters Score -6078939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6078943.500000 Penalty: 1050.506348
	Iteration 58Q: 3 clusters Score -6078944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6078950.000000 Penalty: 1050.506348
	Iteration 59Q: 3 clusters Score -6078950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6078952.500000 Penalty: 1050.506348
	Iteration 60F: 3 clusters Score -6078952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6078954.500000 Penalty: 1050.506348
	Iteration 61Q: 3 clusters Score -6078954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6078951.000000 Penalty: 1050.506348
	Iteration 62Q: 3 clusters Score -6078951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6078950.000000 Penalty: 1050.506348
	Iteration 63Q: 3 clusters Score -6078950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6078951.500000 Penalty: 1050.506348
	Iteration 64Q: 3 clusters Score -6078952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6078954.000000 Penalty: 1050.506348
	Iteration 65Q: 3 clusters Score -6078954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6078954.000000 Penalty: 1050.506348
	Iteration 66F: 3 clusters Score -6078954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -125065.078125 Penalty: 354.288116
	Iteration 0F: 2 clusters Score -125065.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -123568.609375 Penalty: 708.576233
	Iteration 0F: 3 clusters Score -123568.6 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -124853.757812 Penalty: 708.576233
	Iteration 1F: 3 clusters Score -124853.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -125623.867188 Penalty: 708.576233
	Iteration 2F: 3 clusters Score -125623.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -126267.648438 Penalty: 708.576233
	Iteration 3F: 3 clusters Score -126267.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -126493.976562 Penalty: 708.576233
	Iteration 4F: 3 clusters Score -126494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -126579.281250 Penalty: 708.576233
	Iteration 5Q: 3 clusters Score -126579.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -126651.500000 Penalty: 708.576233
	Iteration 6Q: 3 clusters Score -126651.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -126728.679688 Penalty: 708.576233
	Iteration 7Q: 3 clusters Score -126728.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126958.507812 Penalty: 708.576233
	Iteration 8Q: 3 clusters Score -126958.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -127245.312500 Penalty: 708.576233
	Iteration 9Q: 3 clusters Score -127245.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127320.039062 Penalty: 708.576233
	Iteration 10Q: 3 clusters Score -127320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -127333.789062 Penalty: 708.576233
	Iteration 11Q: 3 clusters Score -127333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -127304.578125 Penalty: 708.576233
	Iteration 12Q: 3 clusters Score -127304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127332.484375 Penalty: 708.576233
	Iteration 13Q: 3 clusters Score -127332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 14Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 15Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 16Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 17Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 18Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 19Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 20F: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 21Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 22Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 23Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 24Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 25Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 26Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 27Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 28Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 29Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 30Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 31Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 32Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 33Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 34Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 35Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 36Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 37Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 38Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 39Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 40F: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 41Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 42Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127337.179688 Penalty: 708.576233
	Iteration 43Q: 3 clusters Score -127337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127314.031250 Penalty: 708.576233
	Iteration 44Q: 3 clusters Score -127314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 232Q: 3 clusters Score -127314 nChanged 1
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	Iteration 233Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 234Q: 3 clusters Score -127314 nChanged 1
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	Iteration 235Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 236Q: 3 clusters Score -127314 nChanged 1
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	Iteration 237Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 238Q: 3 clusters Score -127314 nChanged 1
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	Iteration 239Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 240F: 3 clusters Score -127314 nChanged 1
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	Iteration 241Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 242Q: 3 clusters Score -127314 nChanged 1
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	Iteration 243Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 244Q: 3 clusters Score -127314 nChanged 1
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	Iteration 245Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 246Q: 3 clusters Score -127314 nChanged 1
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	Iteration 247Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 252Q: 3 clusters Score -127314 nChanged 1
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	Iteration 254Q: 3 clusters Score -127314 nChanged 1
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	Iteration 259Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 260F: 3 clusters Score -127314 nChanged 1
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	Iteration 263Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 264Q: 3 clusters Score -127314 nChanged 1
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	Iteration 265Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 266Q: 3 clusters Score -127314 nChanged 1
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	Iteration 267Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 268Q: 3 clusters Score -127314 nChanged 1
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	Iteration 269Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 270Q: 3 clusters Score -127314 nChanged 1
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	Iteration 271Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 272Q: 3 clusters Score -127314 nChanged 1
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	Iteration 273Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 274Q: 3 clusters Score -127314 nChanged 1
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	Iteration 275Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 276Q: 3 clusters Score -127314 nChanged 1
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	Iteration 279Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 280F: 3 clusters Score -127314 nChanged 1
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	Iteration 281Q: 3 clusters Score -127337.2 nChanged 1
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	Iteration 500F: 3 clusters Score -127314 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
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Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
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Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Mstep: Class 36 contains 1772 members 
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Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 1127 members 
Entering Unmasked Estep 
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Splitting cluster 26 changes total score from -58123420.000000 to -58146672.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (3503 points) 
Entering CEM 
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	Iteration 0F: 2 clusters Score -184940.8 nChanged 0
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Score: -182543.875000 Penalty: 742.685120
	Iteration 0F: 3 clusters Score -182543.9 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -183714.625000 Penalty: 742.685120
	Iteration 1F: 3 clusters Score -183714.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -183962.390625 Penalty: 742.685120
	Iteration 2F: 3 clusters Score -183962.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -184132.890625 Penalty: 742.685120
	Iteration 3F: 3 clusters Score -184132.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -184239.718750 Penalty: 742.685120
	Iteration 4F: 3 clusters Score -184239.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -184293.968750 Penalty: 742.685120
	Iteration 5Q: 3 clusters Score -184294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -184319.984375 Penalty: 742.685120
	Iteration 6Q: 3 clusters Score -184320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -184334.718750 Penalty: 742.685120
	Iteration 7Q: 3 clusters Score -184334.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -184348.187500 Penalty: 742.685120
	Iteration 8Q: 3 clusters Score -184348.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -184364.250000 Penalty: 742.685120
	Iteration 9Q: 3 clusters Score -184364.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -184376.468750 Penalty: 742.685120
	Iteration 10Q: 3 clusters Score -184376.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -184388.031250 Penalty: 742.685120
	Iteration 11Q: 3 clusters Score -184388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -184401.546875 Penalty: 742.685120
	Iteration 12Q: 3 clusters Score -184401.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -184418.234375 Penalty: 742.685120
	Iteration 13Q: 3 clusters Score -184418.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -184435.046875 Penalty: 742.685120
	Iteration 14Q: 3 clusters Score -184435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -184456.375000 Penalty: 742.685120
	Iteration 15Q: 3 clusters Score -184456.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -184477.890625 Penalty: 742.685120
	Iteration 16Q: 3 clusters Score -184477.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -184498.546875 Penalty: 742.685120
	Iteration 17Q: 3 clusters Score -184498.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -184518.781250 Penalty: 742.685120
	Iteration 18Q: 3 clusters Score -184518.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -184537.468750 Penalty: 742.685120
	Iteration 19Q: 3 clusters Score -184537.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -184553.359375 Penalty: 742.685120
	Iteration 20F: 3 clusters Score -184553.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -184567.937500 Penalty: 742.685120
	Iteration 21Q: 3 clusters Score -184567.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -184584.640625 Penalty: 742.685120
	Iteration 22Q: 3 clusters Score -184584.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -184610.187500 Penalty: 742.685120
	Iteration 23Q: 3 clusters Score -184610.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -184637.000000 Penalty: 742.685120
	Iteration 24Q: 3 clusters Score -184637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -184666.312500 Penalty: 742.685120
	Iteration 25Q: 3 clusters Score -184666.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184694.437500 Penalty: 742.685120
	Iteration 26Q: 3 clusters Score -184694.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -184719.140625 Penalty: 742.685120
	Iteration 27Q: 3 clusters Score -184719.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -184755.812500 Penalty: 742.685120
	Iteration 28Q: 3 clusters Score -184755.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184810.406250 Penalty: 742.685120
	Iteration 29Q: 3 clusters Score -184810.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -184866.843750 Penalty: 742.685120
	Iteration 30Q: 3 clusters Score -184866.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184914.453125 Penalty: 742.685120
	Iteration 31Q: 3 clusters Score -184914.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -184969.343750 Penalty: 742.685120
	Iteration 32Q: 3 clusters Score -184969.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185019.750000 Penalty: 742.685120
	Iteration 33Q: 3 clusters Score -185019.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185036.484375 Penalty: 742.685120
	Iteration 34Q: 3 clusters Score -185036.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185047.250000 Penalty: 742.685120
	Iteration 35Q: 3 clusters Score -185047.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185054.875000 Penalty: 742.685120
	Iteration 36Q: 3 clusters Score -185054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185060.500000 Penalty: 742.685120
	Iteration 37Q: 3 clusters Score -185060.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -185065.562500 Penalty: 742.685120
	Iteration 38Q: 3 clusters Score -185065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185067.625000 Penalty: 742.685120
	Iteration 39Q: 3 clusters Score -185067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185069.046875 Penalty: 742.685120
	Iteration 40F: 3 clusters Score -185069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185069.046875 Penalty: 742.685120
	Iteration 41Q: 3 clusters Score -185069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -185069.687500 Penalty: 742.685120
	Iteration 42Q: 3 clusters Score -185069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -185070.109375 Penalty: 742.685120
	Iteration 43Q: 3 clusters Score -185070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -185070.937500 Penalty: 742.685120
	Iteration 44Q: 3 clusters Score -185070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185071.000000 Penalty: 742.685120
	Iteration 45Q: 3 clusters Score -185071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -185071.625000 Penalty: 742.685120
	Iteration 46Q: 3 clusters Score -185071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -185072.250000 Penalty: 742.685120
	Iteration 47Q: 3 clusters Score -185072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185072.953125 Penalty: 742.685120
	Iteration 48Q: 3 clusters Score -185073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185073.343750 Penalty: 742.685120
	Iteration 49Q: 3 clusters Score -185073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -185074.000000 Penalty: 742.685120
	Iteration 50Q: 3 clusters Score -185074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185074.687500 Penalty: 742.685120
	Iteration 51Q: 3 clusters Score -185074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185075.687500 Penalty: 742.685120
	Iteration 52Q: 3 clusters Score -185075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185076.968750 Penalty: 742.685120
	Iteration 53Q: 3 clusters Score -185077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185077.109375 Penalty: 742.685120
	Iteration 54Q: 3 clusters Score -185077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185077.265625 Penalty: 742.685120
	Iteration 55Q: 3 clusters Score -185077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185077.609375 Penalty: 742.685120
	Iteration 56Q: 3 clusters Score -185077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185078.609375 Penalty: 742.685120
	Iteration 57Q: 3 clusters Score -185078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -185078.750000 Penalty: 742.685120
	Iteration 58Q: 3 clusters Score -185078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -185079.609375 Penalty: 742.685120
	Iteration 59Q: 3 clusters Score -185079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -185079.734375 Penalty: 742.685120
	Iteration 60F: 3 clusters Score -185079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185080.203125 Penalty: 742.685120
	Iteration 61Q: 3 clusters Score -185080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185080.921875 Penalty: 742.685120
	Iteration 62Q: 3 clusters Score -185080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185081.281250 Penalty: 742.685120
	Iteration 63Q: 3 clusters Score -185081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185081.859375 Penalty: 742.685120
	Iteration 64Q: 3 clusters Score -185081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -185081.812500 Penalty: 742.685120
	Iteration 65Q: 3 clusters Score -185081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185082.078125 Penalty: 742.685120
	Iteration 66Q: 3 clusters Score -185082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185082.078125 Penalty: 742.685120
	Iteration 67F: 3 clusters Score -185082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 2751 members 
Mstep: Class 36 contains 1772 members 
Mstep: Class 37 contains 308 members 
Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 1127 members 
Mstep: Class 40 contains 726 members 
Entering Unmasked Estep 
Score: -58146492.000000 Penalty: 25174.306641
Splitting cluster 27 changes total score from -58123420.000000 to -58146492.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -103813.898438 Penalty: 340.282440
	Iteration 0F: 2 clusters Score -103813.9 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 841 members 
Entering Unmasked Estep 
Score: -102531.046875 Penalty: 680.564880
	Iteration 0F: 3 clusters Score -102531 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102923.757812 Penalty: 680.564880
	Iteration 1F: 3 clusters Score -102923.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103050.765625 Penalty: 680.564880
	Iteration 2F: 3 clusters Score -103050.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103169.937500 Penalty: 680.564880
	Iteration 3F: 3 clusters Score -103169.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103273.531250 Penalty: 680.564880
	Iteration 4F: 3 clusters Score -103273.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103358.179688 Penalty: 680.564880
	Iteration 5F: 3 clusters Score -103358.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103424.492188 Penalty: 680.564880
	Iteration 6Q: 3 clusters Score -103424.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103489.304688 Penalty: 680.564880
	Iteration 7Q: 3 clusters Score -103489.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103525.765625 Penalty: 680.564880
	Iteration 8Q: 3 clusters Score -103525.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103554.640625 Penalty: 680.564880
	Iteration 9Q: 3 clusters Score -103554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103576.109375 Penalty: 680.564880
	Iteration 10Q: 3 clusters Score -103576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103585.507812 Penalty: 680.564880
	Iteration 11Q: 3 clusters Score -103585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -103592.257812 Penalty: 680.564880
	Iteration 12Q: 3 clusters Score -103592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103595.390625 Penalty: 680.564880
	Iteration 13Q: 3 clusters Score -103595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -103596.773438 Penalty: 680.564880
	Iteration 14Q: 3 clusters Score -103596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -103597.945312 Penalty: 680.564880
	Iteration 15Q: 3 clusters Score -103597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103598.867188 Penalty: 680.564880
	Iteration 16Q: 3 clusters Score -103598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -103600.648438 Penalty: 680.564880
	Iteration 17Q: 3 clusters Score -103600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103602.703125 Penalty: 680.564880
	Iteration 18Q: 3 clusters Score -103602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103603.414062 Penalty: 680.564880
	Iteration 19Q: 3 clusters Score -103603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103603.632812 Penalty: 680.564880
	Iteration 20F: 3 clusters Score -103603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114306 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 239350 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 73314 members 
Mstep: Class 15 contains 122332 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 147949 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 23182 members 
Mstep: Class 22 contains 278 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 103159 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58147884.000000 Penalty: 25174.306641
Iteration 79Q: 41 clusters Score -5.814788e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17076 members 
Mstep: Class 3 contains 8694 members 
Mstep: Class 4 contains 114123 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 79540 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 238989 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 18116 members 
Mstep: Class 14 contains 73278 members 
Mstep: Class 15 contains 122636 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 147977 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 23423 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 1480 members 
Mstep: Class 25 contains 101725 members 
Mstep: Class 26 contains 1346 members 
Mstep: Class 27 contains 2747 members 
Mstep: Class 28 contains 1780 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 806 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 1911 members 
Mstep: Class 33 contains 1998 members 
Mstep: Class 34 contains 4679 members 
Mstep: Class 35 contains 2680 members 
Mstep: Class 36 contains 1765 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 1087 members 
Mstep: Class 40 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58152160.000000 Penalty: 25174.306641
Iteration 80F: 41 clusters Score -5.815216e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17084 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 114036 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 339 members 
Mstep: Class 8 contains 80818 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 238578 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 18069 members 
Mstep: Class 14 contains 73191 members 
Mstep: Class 15 contains 122893 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 147956 members 
Mstep: Class 20 contains 31544 members 
Mstep: Class 21 contains 23688 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 1495 members 
Mstep: Class 25 contains 100344 members 
Mstep: Class 26 contains 1345 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 1796 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 1914 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 4957 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 1767 members 
Mstep: Class 37 contains 379 members 
Mstep: Class 38 contains 707 members 
Mstep: Class 39 contains 1138 members 
Mstep: Class 40 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58155356.000000 Penalty: 25174.306641
Iteration 81Q: 41 clusters Score -5.815536e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17104 members 
Mstep: Class 3 contains 8696 members 
Mstep: Class 4 contains 113985 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 82124 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 238169 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 73181 members 
Mstep: Class 15 contains 123155 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 147906 members 
Mstep: Class 20 contains 31633 members 
Mstep: Class 21 contains 23972 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 98929 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 1820 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 841 members 
Mstep: Class 31 contains 361 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 5082 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 1769 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 690 members 
Mstep: Class 39 contains 1165 members 
Mstep: Class 40 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58156200.000000 Penalty: 25174.306641
Iteration 82Q: 41 clusters Score -5.81562e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17120 members 
Mstep: Class 3 contains 8708 members 
Mstep: Class 4 contains 113946 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 83454 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 237737 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 18004 members 
Mstep: Class 14 contains 73168 members 
Mstep: Class 15 contains 123376 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 147797 members 
Mstep: Class 20 contains 31723 members 
Mstep: Class 21 contains 24264 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 1521 members 
Mstep: Class 25 contains 97562 members 
Mstep: Class 26 contains 1322 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 1845 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 842 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1939 members 
Mstep: Class 33 contains 1990 members 
Mstep: Class 34 contains 5177 members 
Mstep: Class 35 contains 2712 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 426 members 
Mstep: Class 38 contains 676 members 
Mstep: Class 39 contains 1196 members 
Mstep: Class 40 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58156972.000000 Penalty: 25174.306641
Iteration 83Q: 41 clusters Score -5.815697e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 113877 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 84785 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 237365 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 73158 members 
Mstep: Class 15 contains 123572 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 581 members 
Mstep: Class 19 contains 147671 members 
Mstep: Class 20 contains 31783 members 
Mstep: Class 21 contains 24535 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 562 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 96267 members 
Mstep: Class 26 contains 1316 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 1871 members 
Mstep: Class 29 contains 463 members 
Mstep: Class 30 contains 839 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 1961 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 5268 members 
Mstep: Class 35 contains 2722 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 428 members 
Mstep: Class 38 contains 676 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58157764.000000 Penalty: 25174.306641
Iteration 84Q: 41 clusters Score -5.815776e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17171 members 
Mstep: Class 3 contains 8727 members 
Mstep: Class 4 contains 113801 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 86187 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 236985 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 17975 members 
Mstep: Class 14 contains 73140 members 
Mstep: Class 15 contains 123751 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 147511 members 
Mstep: Class 20 contains 31856 members 
Mstep: Class 21 contains 24807 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 545 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 94916 members 
Mstep: Class 26 contains 1317 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 1898 members 
Mstep: Class 29 contains 462 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 401 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 5357 members 
Mstep: Class 35 contains 2725 members 
Mstep: Class 36 contains 1775 members 
Mstep: Class 37 contains 426 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 1177 members 
Mstep: Class 40 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58158480.000000 Penalty: 25174.306641
Iteration 85Q: 41 clusters Score -5.815848e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17194 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 113733 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 87606 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 236611 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 73121 members 
Mstep: Class 15 contains 123928 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 147378 members 
Mstep: Class 20 contains 31942 members 
Mstep: Class 21 contains 25050 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 93576 members 
Mstep: Class 26 contains 1314 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 462 members 
Mstep: Class 30 contains 833 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 1980 members 
Mstep: Class 34 contains 5445 members 
Mstep: Class 35 contains 2728 members 
Mstep: Class 36 contains 1779 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 700 members 
Mstep: Class 39 contains 1154 members 
Mstep: Class 40 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58158736.000000 Penalty: 25174.306641
Iteration 86Q: 41 clusters Score -5.815874e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17222 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 113697 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 89031 members 
Mstep: Class 9 contains 1370 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 236245 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 73101 members 
Mstep: Class 15 contains 124108 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 147213 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 21 contains 25300 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 92267 members 
Mstep: Class 26 contains 1321 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 1940 members 
Mstep: Class 29 contains 461 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 401 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 1979 members 
Mstep: Class 34 contains 5528 members 
Mstep: Class 35 contains 2734 members 
Mstep: Class 36 contains 1781 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 1128 members 
Mstep: Class 40 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58159400.000000 Penalty: 25174.306641
Iteration 87Q: 41 clusters Score -5.81594e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17248 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 113690 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 90439 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 235840 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 73084 members 
Mstep: Class 15 contains 124251 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 147027 members 
Mstep: Class 20 contains 32078 members 
Mstep: Class 21 contains 25597 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 1557 members 
Mstep: Class 25 contains 90988 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 1959 members 
Mstep: Class 29 contains 461 members 
Mstep: Class 30 contains 831 members 
Mstep: Class 31 contains 399 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 1977 members 
Mstep: Class 34 contains 5612 members 
Mstep: Class 35 contains 2744 members 
Mstep: Class 36 contains 1784 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 724 members 
Mstep: Class 39 contains 1118 members 
Mstep: Class 40 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58160252.000000 Penalty: 25174.306641
Iteration 88Q: 41 clusters Score -5.816025e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17277 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 113696 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 91888 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 235472 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 17770 members 
Mstep: Class 14 contains 73076 members 
Mstep: Class 15 contains 124357 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 146847 members 
Mstep: Class 20 contains 32127 members 
Mstep: Class 21 contains 25861 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 500 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 89686 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 1972 members 
Mstep: Class 29 contains 462 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 399 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5676 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1789 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 1112 members 
Mstep: Class 40 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58160620.000000 Penalty: 25174.306641
Iteration 89Q: 41 clusters Score -5.816062e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17309 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 113706 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 93333 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 235119 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 17749 members 
Mstep: Class 14 contains 73059 members 
Mstep: Class 15 contains 124404 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 146662 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 21 contains 26128 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 489 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 88407 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 1985 members 
Mstep: Class 29 contains 462 members 
Mstep: Class 30 contains 829 members 
Mstep: Class 31 contains 400 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5735 members 
Mstep: Class 35 contains 2748 members 
Mstep: Class 36 contains 1791 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58161240.000000 Penalty: 25174.306641
Iteration 90Q: 41 clusters Score -5.816124e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17330 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 113690 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 94786 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 234755 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 17726 members 
Mstep: Class 14 contains 73057 members 
Mstep: Class 15 contains 124433 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 146503 members 
Mstep: Class 20 contains 32205 members 
Mstep: Class 21 contains 26414 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 87165 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 2221 members 
Mstep: Class 28 contains 1996 members 
Mstep: Class 29 contains 460 members 
Mstep: Class 30 contains 826 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 2043 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5772 members 
Mstep: Class 35 contains 2747 members 
Mstep: Class 36 contains 1791 members 
Mstep: Class 37 contains 415 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 1098 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58161608.000000 Penalty: 25174.306641
Iteration 91Q: 41 clusters Score -5.816161e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17341 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 113678 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 96202 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 234397 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 17697 members 
Mstep: Class 14 contains 73050 members 
Mstep: Class 15 contains 124423 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 146400 members 
Mstep: Class 20 contains 32198 members 
Mstep: Class 21 contains 26722 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 1573 members 
Mstep: Class 25 contains 85960 members 
Mstep: Class 26 contains 1357 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 2015 members 
Mstep: Class 29 contains 460 members 
Mstep: Class 30 contains 826 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 2050 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5806 members 
Mstep: Class 35 contains 2745 members 
Mstep: Class 36 contains 1791 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58162156.000000 Penalty: 25174.306641
Iteration 92Q: 41 clusters Score -5.816216e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17374 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 113645 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 97636 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 234017 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 17634 members 
Mstep: Class 14 contains 73036 members 
Mstep: Class 15 contains 124387 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 146263 members 
Mstep: Class 20 contains 32207 members 
Mstep: Class 21 contains 27055 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 1582 members 
Mstep: Class 25 contains 84802 members 
Mstep: Class 26 contains 1366 members 
Mstep: Class 27 contains 2232 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 2056 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5833 members 
Mstep: Class 35 contains 2743 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 777 members 
Mstep: Class 39 contains 1089 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58162624.000000 Penalty: 25174.306641
Iteration 93Q: 41 clusters Score -5.816262e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17402 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 113650 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 99044 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 233627 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 17603 members 
Mstep: Class 14 contains 73034 members 
Mstep: Class 15 contains 124301 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 558 members 
Mstep: Class 19 contains 146156 members 
Mstep: Class 20 contains 32208 members 
Mstep: Class 21 contains 27415 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 83600 members 
Mstep: Class 26 contains 1371 members 
Mstep: Class 27 contains 2235 members 
Mstep: Class 28 contains 2047 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 2058 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5856 members 
Mstep: Class 35 contains 2743 members 
Mstep: Class 36 contains 1796 members 
Mstep: Class 37 contains 415 members 
Mstep: Class 38 contains 778 members 
Mstep: Class 39 contains 1089 members 
Mstep: Class 40 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58163232.000000 Penalty: 25174.306641
Iteration 94Q: 41 clusters Score -5.816323e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17423 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 113649 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 100419 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 233258 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 73030 members 
Mstep: Class 15 contains 124261 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 146026 members 
Mstep: Class 20 contains 32199 members 
Mstep: Class 21 contains 27763 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 1598 members 
Mstep: Class 25 contains 82385 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 2067 members 
Mstep: Class 29 contains 458 members 
Mstep: Class 30 contains 819 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 2060 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 2741 members 
Mstep: Class 36 contains 1801 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 779 members 
Mstep: Class 39 contains 1083 members 
Mstep: Class 40 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58163800.000000 Penalty: 25174.306641
Iteration 95Q: 41 clusters Score -5.81638e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 113643 members 
Mstep: Class 5 contains 3877 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 101739 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 232887 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 73028 members 
Mstep: Class 15 contains 124271 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 145840 members 
Mstep: Class 20 contains 32175 members 
Mstep: Class 21 contains 28101 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 1615 members 
Mstep: Class 25 contains 81245 members 
Mstep: Class 26 contains 1374 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 2064 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5888 members 
Mstep: Class 35 contains 2742 members 
Mstep: Class 36 contains 1806 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 781 members 
Mstep: Class 39 contains 1087 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58164064.000000 Penalty: 25174.306641
Iteration 96Q: 41 clusters Score -5.816406e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 113570 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 103054 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 232541 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 73023 members 
Mstep: Class 15 contains 124278 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 145728 members 
Mstep: Class 20 contains 32144 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 80104 members 
Mstep: Class 26 contains 1372 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 2114 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 2065 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5902 members 
Mstep: Class 35 contains 2742 members 
Mstep: Class 36 contains 1812 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 781 members 
Mstep: Class 39 contains 1090 members 
Mstep: Class 40 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58164596.000000 Penalty: 25174.306641
Iteration 97Q: 41 clusters Score -5.81646e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 113569 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 104320 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 232196 members 
Mstep: Class 12 contains 989 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 124312 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 145607 members 
Mstep: Class 20 contains 32104 members 
Mstep: Class 21 contains 28791 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 78914 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 2142 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 807 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 2065 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5917 members 
Mstep: Class 35 contains 2740 members 
Mstep: Class 36 contains 1817 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 781 members 
Mstep: Class 39 contains 1084 members 
Mstep: Class 40 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58165068.000000 Penalty: 25174.306641
Iteration 98Q: 41 clusters Score -5.816507e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 113572 members 
Mstep: Class 5 contains 3920 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 105582 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 231855 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 17599 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 124357 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 145459 members 
Mstep: Class 20 contains 32061 members 
Mstep: Class 21 contains 29137 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 77725 members 
Mstep: Class 26 contains 1385 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 2177 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 803 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 2065 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5920 members 
Mstep: Class 35 contains 2736 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 782 members 
Mstep: Class 39 contains 1082 members 
Mstep: Class 40 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58165412.000000 Penalty: 25174.306641
Iteration 99Q: 41 clusters Score -5.816541e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 113544 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 106797 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 231516 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 73019 members 
Mstep: Class 15 contains 124396 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 145348 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 21 contains 29488 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 1650 members 
Mstep: Class 25 contains 76599 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 2210 members 
Mstep: Class 29 contains 454 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 2065 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5923 members 
Mstep: Class 35 contains 2735 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 782 members 
Mstep: Class 39 contains 1083 members 
Mstep: Class 40 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166392.000000 Penalty: 25174.306641
Iteration 100F: 41 clusters Score -5.816639e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17503 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 4 contains 113545 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 348 members 
Mstep: Class 8 contains 108007 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 231191 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 17556 members 
Mstep: Class 14 contains 73018 members 
Mstep: Class 15 contains 124424 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 145224 members 
Mstep: Class 20 contains 31986 members 
Mstep: Class 21 contains 29819 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 75488 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 2242 members 
Mstep: Class 28 contains 2249 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 418 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5927 members 
Mstep: Class 35 contains 2734 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 428 members 
Mstep: Class 38 contains 776 members 
Mstep: Class 39 contains 1093 members 
Mstep: Class 40 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58167328.000000 Penalty: 25174.306641
Iteration 101Q: 41 clusters Score -5.816733e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17519 members 
Mstep: Class 3 contains 8688 members 
Mstep: Class 4 contains 113580 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 109123 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 230893 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 17477 members 
Mstep: Class 14 contains 73015 members 
Mstep: Class 15 contains 124495 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 145086 members 
Mstep: Class 20 contains 31928 members 
Mstep: Class 21 contains 30133 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 432 members 
Mstep: Class 24 contains 1681 members 
Mstep: Class 25 contains 74439 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5931 members 
Mstep: Class 35 contains 2737 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 432 members 
Mstep: Class 38 contains 771 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168108.000000 Penalty: 25174.306641
Iteration 102Q: 41 clusters Score -5.816811e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17535 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 113677 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110258 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 230596 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 73014 members 
Mstep: Class 15 contains 124529 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 144967 members 
Mstep: Class 20 contains 31861 members 
Mstep: Class 21 contains 30449 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 73351 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 2234 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 453 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 2742 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 770 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58168732.000000 Penalty: 25174.306641
Iteration 103Q: 41 clusters Score -5.816873e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17524 members 
Mstep: Class 3 contains 8676 members 
Mstep: Class 4 contains 113805 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 111320 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 230309 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 124615 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 144828 members 
Mstep: Class 20 contains 31801 members 
Mstep: Class 21 contains 30764 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 432 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 72298 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2232 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 2744 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 423 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169232.000000 Penalty: 25174.306641
Iteration 104Q: 41 clusters Score -5.816923e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17516 members 
Mstep: Class 3 contains 8668 members 
Mstep: Class 4 contains 113920 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 112402 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 230015 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 124681 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 144689 members 
Mstep: Class 20 contains 31733 members 
Mstep: Class 21 contains 31096 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 71280 members 
Mstep: Class 26 contains 1401 members 
Mstep: Class 27 contains 2233 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 431 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5935 members 
Mstep: Class 35 contains 2742 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169320.000000 Penalty: 25174.306641
Iteration 105Q: 41 clusters Score -5.816932e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8660 members 
Mstep: Class 4 contains 113980 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 113447 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 229748 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 73011 members 
Mstep: Class 15 contains 124761 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 144588 members 
Mstep: Class 20 contains 31663 members 
Mstep: Class 21 contains 31400 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 70316 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 2234 members 
Mstep: Class 28 contains 2425 members 
Mstep: Class 29 contains 452 members 
Mstep: Class 30 contains 787 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5935 members 
Mstep: Class 35 contains 2745 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169432.000000 Penalty: 25174.306641
Iteration 106Q: 41 clusters Score -5.816943e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 4 contains 114076 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 114485 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 229482 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 16989 members 
Mstep: Class 14 contains 73010 members 
Mstep: Class 15 contains 124801 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 144454 members 
Mstep: Class 20 contains 31582 members 
Mstep: Class 21 contains 31722 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 69387 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 2237 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 449 members 
Mstep: Class 30 contains 787 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1101 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169708.000000 Penalty: 25174.306641
Iteration 107Q: 41 clusters Score -5.816971e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8641 members 
Mstep: Class 4 contains 114147 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 115520 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 229217 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 16886 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 124823 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 144304 members 
Mstep: Class 20 contains 31494 members 
Mstep: Class 21 contains 32050 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 437 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 68488 members 
Mstep: Class 26 contains 1402 members 
Mstep: Class 27 contains 2239 members 
Mstep: Class 28 contains 2472 members 
Mstep: Class 29 contains 449 members 
Mstep: Class 30 contains 786 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5934 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170020.000000 Penalty: 25174.306641
Iteration 108Q: 41 clusters Score -5.817002e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17504 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 114177 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 116559 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 228952 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 124835 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 144191 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 32387 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 67602 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 449 members 
Mstep: Class 30 contains 786 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5933 members 
Mstep: Class 35 contains 2748 members 
Mstep: Class 36 contains 1819 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170008.000000 Penalty: 25174.306641
Iteration 109Q: 41 clusters Score -5.817001e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17508 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 114191 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 117551 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 228722 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 124829 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 144054 members 
Mstep: Class 20 contains 31318 members 
Mstep: Class 21 contains 32689 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 66807 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2500 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5933 members 
Mstep: Class 35 contains 2748 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170340.000000 Penalty: 25174.306641
Iteration 110Q: 41 clusters Score -5.817034e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17507 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 114240 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 118482 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 228494 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 124853 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143904 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 32995 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 66033 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2511 members 
Mstep: Class 29 contains 451 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5932 members 
Mstep: Class 35 contains 2749 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170756.000000 Penalty: 25174.306641
Iteration 111Q: 41 clusters Score -5.817076e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17504 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 114277 members 
Mstep: Class 5 contains 4056 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 119402 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 228281 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 16517 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 15 contains 124870 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143733 members 
Mstep: Class 20 contains 31129 members 
Mstep: Class 21 contains 33302 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 65291 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5932 members 
Mstep: Class 35 contains 2747 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 413 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170776.000000 Penalty: 25174.306641
Iteration 112Q: 41 clusters Score -5.817078e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17514 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 114294 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 120324 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 228106 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 16456 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 124872 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143562 members 
Mstep: Class 20 contains 31014 members 
Mstep: Class 21 contains 33584 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 64564 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2529 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5934 members 
Mstep: Class 35 contains 2745 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 410 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171084.000000 Penalty: 25174.306641
Iteration 113Q: 41 clusters Score -5.817108e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 8625 members 
Mstep: Class 4 contains 114317 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 121201 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 227918 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 16405 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 124888 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143388 members 
Mstep: Class 20 contains 30906 members 
Mstep: Class 21 contains 33870 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 63852 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2241 members 
Mstep: Class 28 contains 2536 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5937 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 407 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171352.000000 Penalty: 25174.306641
Iteration 114Q: 41 clusters Score -5.817135e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17513 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 114344 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 122003 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 227718 members 
Mstep: Class 12 contains 989 members 
Mstep: Class 13 contains 16363 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 124912 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143238 members 
Mstep: Class 20 contains 30793 members 
Mstep: Class 21 contains 34172 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 63171 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2551 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5938 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 404 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171728.000000 Penalty: 25174.306641
Iteration 115Q: 41 clusters Score -5.817173e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17514 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 114334 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 122817 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 227528 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 16331 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 124952 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 143096 members 
Mstep: Class 20 contains 30676 members 
Mstep: Class 21 contains 34467 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1759 members 
Mstep: Class 25 contains 62467 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 2569 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5939 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 398 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171924.000000 Penalty: 25174.306641
Iteration 116Q: 41 clusters Score -5.817192e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17507 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 114313 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 123565 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 227348 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 16281 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 124978 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142970 members 
Mstep: Class 20 contains 30555 members 
Mstep: Class 21 contains 34756 members 
Mstep: Class 22 contains 353 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 61844 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 2585 members 
Mstep: Class 29 contains 445 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5941 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 394 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172164.000000 Penalty: 25174.306641
Iteration 117Q: 41 clusters Score -5.817216e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17503 members 
Mstep: Class 3 contains 8602 members 
Mstep: Class 4 contains 114336 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124180 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 227127 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124985 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142870 members 
Mstep: Class 20 contains 30436 members 
Mstep: Class 21 contains 35085 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 61302 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 394 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172316.000000 Penalty: 25174.306641
Iteration 118Q: 41 clusters Score -5.817232e+07 nChanged 2241
Entering ConstructFrom: 
Score: -58172316.000000 Penalty: 25174.306641
Entering ConstructFrom: 
Trying to split cluster 1 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -37295.050781 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -37295.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36770.707031 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -36770.71 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37160.878906 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -37160.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37355.972656 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -37355.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37572.429688 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -37572.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37733.000000 Penalty: 592.297974
	Iteration 4F: 3 clusters Score -37733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37890.281250 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -37890.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37952.492188 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -37952.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37991.019531 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -37991.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38029.855469 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -38029.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38107.593750 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -38107.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38258.406250 Penalty: 592.297974
	Iteration 10F: 3 clusters Score -38258.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38462.152344 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -38462.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38479.636719 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -38479.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38479.855469 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -38479.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38479.855469 Penalty: 592.297974
	Iteration 14F: 3 clusters Score -38479.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Entering Unmasked Estep 
Score: -58173180.000000 Penalty: 25803.664062
Splitting cluster 1 changes total score from -58172316.000000 to -58173180.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -1061754.875000 Penalty: 444.561584
	Iteration 0F: 2 clusters Score -1061755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1050155.250000 Penalty: 889.123169
	Iteration 0F: 3 clusters Score -1050155 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1054961.000000 Penalty: 889.123169
	Iteration 1F: 3 clusters Score -1054961 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1055585.625000 Penalty: 889.123169
	Iteration 2F: 3 clusters Score -1055586 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1056594.875000 Penalty: 889.123169
	Iteration 3F: 3 clusters Score -1056595 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1057997.125000 Penalty: 889.123169
	Iteration 4F: 3 clusters Score -1057997 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1059429.875000 Penalty: 889.123169
	Iteration 5F: 3 clusters Score -1059430 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1060453.375000 Penalty: 889.123169
	Iteration 6F: 3 clusters Score -1060453 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1060986.125000 Penalty: 889.123169
	Iteration 7Q: 3 clusters Score -1060986 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1061212.750000 Penalty: 889.123169
	Iteration 8Q: 3 clusters Score -1061213 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1061310.875000 Penalty: 889.123169
	Iteration 9Q: 3 clusters Score -1061311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1061347.250000 Penalty: 889.123169
	Iteration 10Q: 3 clusters Score -1061347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1061362.125000 Penalty: 889.123169
	Iteration 11Q: 3 clusters Score -1061362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1061362.875000 Penalty: 889.123169
	Iteration 12Q: 3 clusters Score -1061363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1061367.125000 Penalty: 889.123169
	Iteration 13Q: 3 clusters Score -1061367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1061369.000000 Penalty: 889.123169
	Iteration 14Q: 3 clusters Score -1061369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1061369.000000 Penalty: 889.123169
	Iteration 15F: 3 clusters Score -1061369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -519058.406250 Penalty: 412.181580
	Iteration 0F: 2 clusters Score -519058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -513362.218750 Penalty: 824.363159
	Iteration 0F: 3 clusters Score -513362.2 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -515561.562500 Penalty: 824.363159
	Iteration 1F: 3 clusters Score -515561.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -515779.500000 Penalty: 824.363159
	Iteration 2F: 3 clusters Score -515779.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -516072.968750 Penalty: 824.363159
	Iteration 3F: 3 clusters Score -516073 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -516466.937500 Penalty: 824.363159
	Iteration 4F: 3 clusters Score -516466.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -516928.000000 Penalty: 824.363159
	Iteration 5F: 3 clusters Score -516928 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -517312.531250 Penalty: 824.363159
	Iteration 6F: 3 clusters Score -517312.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -517522.281250 Penalty: 824.363159
	Iteration 7F: 3 clusters Score -517522.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -517614.375000 Penalty: 824.363159
	Iteration 8Q: 3 clusters Score -517614.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -517658.406250 Penalty: 824.363159
	Iteration 9Q: 3 clusters Score -517658.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -517697.218750 Penalty: 824.363159
	Iteration 10Q: 3 clusters Score -517697.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -517737.593750 Penalty: 824.363159
	Iteration 11Q: 3 clusters Score -517737.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -517776.843750 Penalty: 824.363159
	Iteration 12Q: 3 clusters Score -517776.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -517817.812500 Penalty: 824.363159
	Iteration 13Q: 3 clusters Score -517817.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -517860.843750 Penalty: 824.363159
	Iteration 14Q: 3 clusters Score -517860.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -517898.687500 Penalty: 824.363159
	Iteration 15Q: 3 clusters Score -517898.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -517954.156250 Penalty: 824.363159
	Iteration 16Q: 3 clusters Score -517954.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -518014.468750 Penalty: 824.363159
	Iteration 17Q: 3 clusters Score -518014.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -518073.812500 Penalty: 824.363159
	Iteration 18Q: 3 clusters Score -518073.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -518135.625000 Penalty: 824.363159
	Iteration 19Q: 3 clusters Score -518135.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -518187.468750 Penalty: 824.363159
	Iteration 20F: 3 clusters Score -518187.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -518231.750000 Penalty: 824.363159
	Iteration 21Q: 3 clusters Score -518231.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -518262.593750 Penalty: 824.363159
	Iteration 22Q: 3 clusters Score -518262.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -518283.843750 Penalty: 824.363159
	Iteration 23Q: 3 clusters Score -518283.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -518298.687500 Penalty: 824.363159
	Iteration 24Q: 3 clusters Score -518298.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -518310.250000 Penalty: 824.363159
	Iteration 25Q: 3 clusters Score -518310.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -518317.812500 Penalty: 824.363159
	Iteration 26Q: 3 clusters Score -518317.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -518323.281250 Penalty: 824.363159
	Iteration 27Q: 3 clusters Score -518323.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -518325.250000 Penalty: 824.363159
	Iteration 28Q: 3 clusters Score -518325.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -518326.875000 Penalty: 824.363159
	Iteration 29Q: 3 clusters Score -518326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -518328.687500 Penalty: 824.363159
	Iteration 30Q: 3 clusters Score -518328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -518330.156250 Penalty: 824.363159
	Iteration 31Q: 3 clusters Score -518330.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -518331.406250 Penalty: 824.363159
	Iteration 32Q: 3 clusters Score -518331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -518331.625000 Penalty: 824.363159
	Iteration 33Q: 3 clusters Score -518331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -518333.906250 Penalty: 824.363159
	Iteration 34Q: 3 clusters Score -518333.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -518334.531250 Penalty: 824.363159
	Iteration 35Q: 3 clusters Score -518334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -518334.125000 Penalty: 824.363159
	Iteration 36Q: 3 clusters Score -518334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -518335.781250 Penalty: 824.363159
	Iteration 37Q: 3 clusters Score -518335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -518337.125000 Penalty: 824.363159
	Iteration 38Q: 3 clusters Score -518337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -518336.000000 Penalty: 824.363159
	Iteration 39Q: 3 clusters Score -518336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -518336.906250 Penalty: 824.363159
	Iteration 40F: 3 clusters Score -518336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -518336.531250 Penalty: 824.363159
	Iteration 41Q: 3 clusters Score -518336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -518338.187500 Penalty: 824.363159
	Iteration 42Q: 3 clusters Score -518338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -518337.906250 Penalty: 824.363159
	Iteration 43Q: 3 clusters Score -518337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -518339.062500 Penalty: 824.363159
	Iteration 44Q: 3 clusters Score -518339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -518338.968750 Penalty: 824.363159
	Iteration 45Q: 3 clusters Score -518339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -518338.187500 Penalty: 824.363159
	Iteration 46Q: 3 clusters Score -518338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -518339.125000 Penalty: 824.363159
	Iteration 47Q: 3 clusters Score -518339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -518339.562500 Penalty: 824.363159
	Iteration 48Q: 3 clusters Score -518339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -518339.562500 Penalty: 824.363159
	Iteration 49F: 3 clusters Score -518339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Entering Unmasked Estep 
Score: -6878235.000000 Penalty: 529.937378
	Iteration 0F: 2 clusters Score -6878235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -6802949.500000 Penalty: 1059.874756
	Iteration 0F: 3 clusters Score -6802950 nChanged 56135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -6836700.000000 Penalty: 1059.874756
	Iteration 1F: 3 clusters Score -6836700 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -6837753.500000 Penalty: 1059.874756
	Iteration 2Q: 3 clusters Score -6837754 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6838983.500000 Penalty: 1059.874756
	Iteration 3Q: 3 clusters Score -6838984 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -6840654.000000 Penalty: 1059.874756
	Iteration 4Q: 3 clusters Score -6840654 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -6842731.000000 Penalty: 1059.874756
	Iteration 5Q: 3 clusters Score -6842731 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -6845461.000000 Penalty: 1059.874756
	Iteration 6Q: 3 clusters Score -6845461 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -6848965.500000 Penalty: 1059.874756
	Iteration 7F: 3 clusters Score -6848966 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -6853654.500000 Penalty: 1059.874756
	Iteration 8F: 3 clusters Score -6853654 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -6858911.000000 Penalty: 1059.874756
	Iteration 9F: 3 clusters Score -6858911 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -6862326.000000 Penalty: 1059.874756
	Iteration 10F: 3 clusters Score -6862326 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -6863768.500000 Penalty: 1059.874756
	Iteration 11Q: 3 clusters Score -6863768 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -6864496.500000 Penalty: 1059.874756
	Iteration 12Q: 3 clusters Score -6864496 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6865039.000000 Penalty: 1059.874756
	Iteration 13Q: 3 clusters Score -6865039 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -6865576.000000 Penalty: 1059.874756
	Iteration 14Q: 3 clusters Score -6865576 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -6866144.500000 Penalty: 1059.874756
	Iteration 15Q: 3 clusters Score -6866144 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -6866717.500000 Penalty: 1059.874756
	Iteration 16Q: 3 clusters Score -6866718 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -6867248.000000 Penalty: 1059.874756
	Iteration 17Q: 3 clusters Score -6867248 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -6867816.500000 Penalty: 1059.874756
	Iteration 18Q: 3 clusters Score -6867816 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -6868410.000000 Penalty: 1059.874756
	Iteration 19Q: 3 clusters Score -6868410 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -6869066.500000 Penalty: 1059.874756
	Iteration 20F: 3 clusters Score -6869066 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -6869722.500000 Penalty: 1059.874756
	Iteration 21Q: 3 clusters Score -6869722 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -6870323.000000 Penalty: 1059.874756
	Iteration 22Q: 3 clusters Score -6870323 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -6870902.000000 Penalty: 1059.874756
	Iteration 23Q: 3 clusters Score -6870902 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -6871477.000000 Penalty: 1059.874756
	Iteration 24Q: 3 clusters Score -6871477 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -6871915.500000 Penalty: 1059.874756
	Iteration 25Q: 3 clusters Score -6871916 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -6872284.000000 Penalty: 1059.874756
	Iteration 26Q: 3 clusters Score -6872284 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -6872663.000000 Penalty: 1059.874756
	Iteration 27Q: 3 clusters Score -6872663 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -6873005.000000 Penalty: 1059.874756
	Iteration 28Q: 3 clusters Score -6873005 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -6873336.000000 Penalty: 1059.874756
	Iteration 29Q: 3 clusters Score -6873336 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -6873603.500000 Penalty: 1059.874756
	Iteration 30Q: 3 clusters Score -6873604 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -6873814.000000 Penalty: 1059.874756
	Iteration 31Q: 3 clusters Score -6873814 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -6874081.000000 Penalty: 1059.874756
	Iteration 32Q: 3 clusters Score -6874081 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -6874296.000000 Penalty: 1059.874756
	Iteration 33Q: 3 clusters Score -6874296 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -6874551.500000 Penalty: 1059.874756
	Iteration 34Q: 3 clusters Score -6874552 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -6874759.000000 Penalty: 1059.874756
	Iteration 35Q: 3 clusters Score -6874759 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -6875043.500000 Penalty: 1059.874756
	Iteration 36Q: 3 clusters Score -6875044 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -6875331.500000 Penalty: 1059.874756
	Iteration 37Q: 3 clusters Score -6875332 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -6875538.000000 Penalty: 1059.874756
	Iteration 38Q: 3 clusters Score -6875538 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -6875777.000000 Penalty: 1059.874756
	Iteration 39Q: 3 clusters Score -6875777 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -6876043.500000 Penalty: 1059.874756
	Iteration 40F: 3 clusters Score -6876044 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -6876381.000000 Penalty: 1059.874756
	Iteration 41Q: 3 clusters Score -6876381 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -6876682.500000 Penalty: 1059.874756
	Iteration 42Q: 3 clusters Score -6876682 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -6877066.000000 Penalty: 1059.874756
	Iteration 43Q: 3 clusters Score -6877066 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -6877379.500000 Penalty: 1059.874756
	Iteration 44Q: 3 clusters Score -6877380 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -6877583.500000 Penalty: 1059.874756
	Iteration 45Q: 3 clusters Score -6877584 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 106057 members 
Entering Unmasked Estep 
Score: -6877828.000000 Penalty: 1059.874756
	Iteration 46Q: 3 clusters Score -6877828 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -6877962.500000 Penalty: 1059.874756
	Iteration 47Q: 3 clusters Score -6877962 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -6878144.000000 Penalty: 1059.874756
	Iteration 48Q: 3 clusters Score -6878144 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -6878155.000000 Penalty: 1059.874756
	Iteration 49Q: 3 clusters Score -6878155 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -6878168.000000 Penalty: 1059.874756
	Iteration 50Q: 3 clusters Score -6878168 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -6878177.500000 Penalty: 1059.874756
	Iteration 51Q: 3 clusters Score -6878178 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 111791 members 
Entering Unmasked Estep 
Score: -6878200.000000 Penalty: 1059.874756
	Iteration 52Q: 3 clusters Score -6878200 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -6878196.500000 Penalty: 1059.874756
	Iteration 53Q: 3 clusters Score -6878196 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -6878182.000000 Penalty: 1059.874756
	Iteration 54Q: 3 clusters Score -6878182 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -6878170.000000 Penalty: 1059.874756
	Iteration 55Q: 3 clusters Score -6878170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -6878170.500000 Penalty: 1059.874756
	Iteration 56Q: 3 clusters Score -6878170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -6878125.500000 Penalty: 1059.874756
	Iteration 57Q: 3 clusters Score -6878126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -6878111.000000 Penalty: 1059.874756
	Iteration 58Q: 3 clusters Score -6878111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -6878104.000000 Penalty: 1059.874756
	Iteration 59Q: 3 clusters Score -6878104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -6878105.000000 Penalty: 1059.874756
	Iteration 60F: 3 clusters Score -6878105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -6878100.500000 Penalty: 1059.874756
	Iteration 61Q: 3 clusters Score -6878100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -6878099.500000 Penalty: 1059.874756
	Iteration 62Q: 3 clusters Score -6878100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -6878105.500000 Penalty: 1059.874756
	Iteration 63Q: 3 clusters Score -6878106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -6878096.000000 Penalty: 1059.874756
	Iteration 64Q: 3 clusters Score -6878096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -6878104.000000 Penalty: 1059.874756
	Iteration 65Q: 3 clusters Score -6878104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -6878085.000000 Penalty: 1059.874756
	Iteration 66Q: 3 clusters Score -6878085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -6878083.000000 Penalty: 1059.874756
	Iteration 67Q: 3 clusters Score -6878083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 113995 members 
Entering Unmasked Estep 
Score: -6878087.000000 Penalty: 1059.874756
	Iteration 68Q: 3 clusters Score -6878087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -6878087.000000 Penalty: 1059.874756
	Iteration 69Q: 3 clusters Score -6878087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -6878094.500000 Penalty: 1059.874756
	Iteration 70Q: 3 clusters Score -6878094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -6878087.000000 Penalty: 1059.874756
	Iteration 71Q: 3 clusters Score -6878087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -6878087.000000 Penalty: 1059.874756
	Iteration 72Q: 3 clusters Score -6878087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -6878087.000000 Penalty: 1059.874756
	Iteration 73Q: 3 clusters Score -6878087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -6878085.500000 Penalty: 1059.874756
	Iteration 74Q: 3 clusters Score -6878086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -6878087.500000 Penalty: 1059.874756
	Iteration 75Q: 3 clusters Score -6878088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -6878090.500000 Penalty: 1059.874756
	Iteration 76Q: 3 clusters Score -6878090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -6878092.500000 Penalty: 1059.874756
	Iteration 77Q: 3 clusters Score -6878092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -6878092.500000 Penalty: 1059.874756
	Iteration 78Q: 3 clusters Score -6878092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -6878098.500000 Penalty: 1059.874756
	Iteration 79Q: 3 clusters Score -6878098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -6878097.000000 Penalty: 1059.874756
	Iteration 80F: 3 clusters Score -6878097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -6878091.500000 Penalty: 1059.874756
	Iteration 81Q: 3 clusters Score -6878092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -6878088.000000 Penalty: 1059.874756
	Iteration 82Q: 3 clusters Score -6878088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -6878089.500000 Penalty: 1059.874756
	Iteration 83Q: 3 clusters Score -6878090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -6878088.500000 Penalty: 1059.874756
	Iteration 84Q: 3 clusters Score -6878088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -6878089.500000 Penalty: 1059.874756
	Iteration 85Q: 3 clusters Score -6878090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -6878090.500000 Penalty: 1059.874756
	Iteration 86Q: 3 clusters Score -6878090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -6878090.500000 Penalty: 1059.874756
	Iteration 87F: 3 clusters Score -6878090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -246391.859375 Penalty: 379.588379
	Iteration 0F: 2 clusters Score -246391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -243540.343750 Penalty: 759.176758
	Iteration 0F: 3 clusters Score -243540.3 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -244698.312500 Penalty: 759.176758
	Iteration 1F: 3 clusters Score -244698.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -244880.250000 Penalty: 759.176758
	Iteration 2F: 3 clusters Score -244880.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -245067.171875 Penalty: 759.176758
	Iteration 3F: 3 clusters Score -245067.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -245218.609375 Penalty: 759.176758
	Iteration 4F: 3 clusters Score -245218.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -245376.281250 Penalty: 759.176758
	Iteration 5Q: 3 clusters Score -245376.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -245512.828125 Penalty: 759.176758
	Iteration 6Q: 3 clusters Score -245512.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -245611.812500 Penalty: 759.176758
	Iteration 7Q: 3 clusters Score -245611.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -245675.937500 Penalty: 759.176758
	Iteration 8Q: 3 clusters Score -245675.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -245716.218750 Penalty: 759.176758
	Iteration 9Q: 3 clusters Score -245716.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -245740.765625 Penalty: 759.176758
	Iteration 10Q: 3 clusters Score -245740.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -245760.406250 Penalty: 759.176758
	Iteration 11Q: 3 clusters Score -245760.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -245779.515625 Penalty: 759.176758
	Iteration 12Q: 3 clusters Score -245779.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -245794.078125 Penalty: 759.176758
	Iteration 13Q: 3 clusters Score -245794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -245806.687500 Penalty: 759.176758
	Iteration 14Q: 3 clusters Score -245806.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -245819.828125 Penalty: 759.176758
	Iteration 15Q: 3 clusters Score -245819.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -245829.531250 Penalty: 759.176758
	Iteration 16Q: 3 clusters Score -245829.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -245839.562500 Penalty: 759.176758
	Iteration 17Q: 3 clusters Score -245839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -245847.359375 Penalty: 759.176758
	Iteration 18Q: 3 clusters Score -245847.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -245858.328125 Penalty: 759.176758
	Iteration 19Q: 3 clusters Score -245858.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -245868.421875 Penalty: 759.176758
	Iteration 20F: 3 clusters Score -245868.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -245874.984375 Penalty: 759.176758
	Iteration 21Q: 3 clusters Score -245875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -245881.890625 Penalty: 759.176758
	Iteration 22Q: 3 clusters Score -245881.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -245889.656250 Penalty: 759.176758
	Iteration 23Q: 3 clusters Score -245889.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -245896.656250 Penalty: 759.176758
	Iteration 24Q: 3 clusters Score -245896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -245903.546875 Penalty: 759.176758
	Iteration 25Q: 3 clusters Score -245903.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -245917.671875 Penalty: 759.176758
	Iteration 26Q: 3 clusters Score -245917.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -245929.500000 Penalty: 759.176758
	Iteration 27Q: 3 clusters Score -245929.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -245938.312500 Penalty: 759.176758
	Iteration 28Q: 3 clusters Score -245938.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -245954.265625 Penalty: 759.176758
	Iteration 29Q: 3 clusters Score -245954.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -245978.031250 Penalty: 759.176758
	Iteration 30Q: 3 clusters Score -245978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -245996.468750 Penalty: 759.176758
	Iteration 31Q: 3 clusters Score -245996.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -246008.906250 Penalty: 759.176758
	Iteration 32Q: 3 clusters Score -246008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -246019.296875 Penalty: 759.176758
	Iteration 33Q: 3 clusters Score -246019.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -246027.343750 Penalty: 759.176758
	Iteration 34Q: 3 clusters Score -246027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -246034.796875 Penalty: 759.176758
	Iteration 35Q: 3 clusters Score -246034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -246040.500000 Penalty: 759.176758
	Iteration 36Q: 3 clusters Score -246040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -246047.343750 Penalty: 759.176758
	Iteration 37Q: 3 clusters Score -246047.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -246059.500000 Penalty: 759.176758
	Iteration 38Q: 3 clusters Score -246059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -246068.343750 Penalty: 759.176758
	Iteration 39Q: 3 clusters Score -246068.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -246071.406250 Penalty: 759.176758
	Iteration 40F: 3 clusters Score -246071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -246075.343750 Penalty: 759.176758
	Iteration 41Q: 3 clusters Score -246075.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -246080.265625 Penalty: 759.176758
	Iteration 42Q: 3 clusters Score -246080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -246083.031250 Penalty: 759.176758
	Iteration 43Q: 3 clusters Score -246083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -246086.125000 Penalty: 759.176758
	Iteration 44Q: 3 clusters Score -246086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -246093.015625 Penalty: 759.176758
	Iteration 45Q: 3 clusters Score -246093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -246098.031250 Penalty: 759.176758
	Iteration 46Q: 3 clusters Score -246098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -246099.578125 Penalty: 759.176758
	Iteration 47Q: 3 clusters Score -246099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -246101.187500 Penalty: 759.176758
	Iteration 48Q: 3 clusters Score -246101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -246101.656250 Penalty: 759.176758
	Iteration 49Q: 3 clusters Score -246101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -246101.734375 Penalty: 759.176758
	Iteration 50Q: 3 clusters Score -246101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -246101.734375 Penalty: 759.176758
	Iteration 51F: 3 clusters Score -246101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -79348.039062 Penalty: 327.687195
	Iteration 0F: 2 clusters Score -79348.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -78348.734375 Penalty: 655.374390
	Iteration 0F: 3 clusters Score -78348.73 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -78796.937500 Penalty: 655.374390
	Iteration 1F: 3 clusters Score -78796.94 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78910.703125 Penalty: 655.374390
	Iteration 2F: 3 clusters Score -78910.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -78995.093750 Penalty: 655.374390
	Iteration 3F: 3 clusters Score -78995.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79073.171875 Penalty: 655.374390
	Iteration 4F: 3 clusters Score -79073.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79128.015625 Penalty: 655.374390
	Iteration 5Q: 3 clusters Score -79128.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79157.875000 Penalty: 655.374390
	Iteration 6Q: 3 clusters Score -79157.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79175.828125 Penalty: 655.374390
	Iteration 7Q: 3 clusters Score -79175.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79185.687500 Penalty: 655.374390
	Iteration 8Q: 3 clusters Score -79185.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79195.484375 Penalty: 655.374390
	Iteration 9Q: 3 clusters Score -79195.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79205.429688 Penalty: 655.374390
	Iteration 10Q: 3 clusters Score -79205.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79215.304688 Penalty: 655.374390
	Iteration 11Q: 3 clusters Score -79215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79228.414062 Penalty: 655.374390
	Iteration 12Q: 3 clusters Score -79228.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79242.382812 Penalty: 655.374390
	Iteration 13Q: 3 clusters Score -79242.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79254.445312 Penalty: 655.374390
	Iteration 14Q: 3 clusters Score -79254.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79270.468750 Penalty: 655.374390
	Iteration 15Q: 3 clusters Score -79270.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79292.726562 Penalty: 655.374390
	Iteration 16Q: 3 clusters Score -79292.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79323.109375 Penalty: 655.374390
	Iteration 17Q: 3 clusters Score -79323.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -79350.375000 Penalty: 655.374390
	Iteration 18Q: 3 clusters Score -79350.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79370.218750 Penalty: 655.374390
	Iteration 19Q: 3 clusters Score -79370.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79375.203125 Penalty: 655.374390
	Iteration 20F: 3 clusters Score -79375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79381.359375 Penalty: 655.374390
	Iteration 21Q: 3 clusters Score -79381.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -79383.906250 Penalty: 655.374390
	Iteration 22Q: 3 clusters Score -79383.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -79384.414062 Penalty: 655.374390
	Iteration 23Q: 3 clusters Score -79384.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79388.718750 Penalty: 655.374390
	Iteration 24Q: 3 clusters Score -79388.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -79389.882812 Penalty: 655.374390
	Iteration 25Q: 3 clusters Score -79389.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -79391.015625 Penalty: 655.374390
	Iteration 26Q: 3 clusters Score -79391.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79391.773438 Penalty: 655.374390
	Iteration 27Q: 3 clusters Score -79391.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -79392.273438 Penalty: 655.374390
	Iteration 28Q: 3 clusters Score -79392.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79392.250000 Penalty: 655.374390
	Iteration 29Q: 3 clusters Score -79392.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79392.585938 Penalty: 655.374390
	Iteration 30Q: 3 clusters Score -79392.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79392.585938 Penalty: 655.374390
	Iteration 31F: 3 clusters Score -79392.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Entering Unmasked Estep 
Score: -58172892.000000 Penalty: 26433.023438
Splitting cluster 6 changes total score from -58172316.000000 to -58172892.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 7 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -7343.018066 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -7343.018 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 184 members 
Entering Unmasked Estep 
Score: -6988.130859 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -6988.131 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7181.054199 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -7181.054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7255.212402 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -7255.212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7281.007324 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -7281.007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7286.476562 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -7286.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7289.007812 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -7289.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7289.876465 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -7289.876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7289.876465 Penalty: 531.498352
	Iteration 7F: 3 clusters Score -7289.876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (124804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124804 members 
Entering Unmasked Estep 
Score: -7347875.500000 Penalty: 533.919739
	Iteration 0F: 2 clusters Score -7347876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -7263367.000000 Penalty: 1067.839478
	Iteration 0F: 3 clusters Score -7263367 nChanged 61428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -7302287.500000 Penalty: 1067.839478
	Iteration 1F: 3 clusters Score -7302288 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -7304848.000000 Penalty: 1067.839478
	Iteration 2Q: 3 clusters Score -7304848 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -7308720.000000 Penalty: 1067.839478
	Iteration 3F: 3 clusters Score -7308720 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -7314442.000000 Penalty: 1067.839478
	Iteration 4F: 3 clusters Score -7314442 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -7322360.500000 Penalty: 1067.839478
	Iteration 5F: 3 clusters Score -7322360 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -7330116.000000 Penalty: 1067.839478
	Iteration 6F: 3 clusters Score -7330116 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -7334337.500000 Penalty: 1067.839478
	Iteration 7F: 3 clusters Score -7334338 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -7335954.000000 Penalty: 1067.839478
	Iteration 8Q: 3 clusters Score -7335954 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -7336866.000000 Penalty: 1067.839478
	Iteration 9Q: 3 clusters Score -7336866 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -7337719.000000 Penalty: 1067.839478
	Iteration 10Q: 3 clusters Score -7337719 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -7338397.500000 Penalty: 1067.839478
	Iteration 11Q: 3 clusters Score -7338398 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -7339049.500000 Penalty: 1067.839478
	Iteration 12Q: 3 clusters Score -7339050 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -7339708.500000 Penalty: 1067.839478
	Iteration 13Q: 3 clusters Score -7339708 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -7340362.000000 Penalty: 1067.839478
	Iteration 14Q: 3 clusters Score -7340362 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -7340964.500000 Penalty: 1067.839478
	Iteration 15Q: 3 clusters Score -7340964 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -7341568.500000 Penalty: 1067.839478
	Iteration 16Q: 3 clusters Score -7341568 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -7342122.500000 Penalty: 1067.839478
	Iteration 17Q: 3 clusters Score -7342122 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -7342633.500000 Penalty: 1067.839478
	Iteration 18Q: 3 clusters Score -7342634 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -7343088.500000 Penalty: 1067.839478
	Iteration 19Q: 3 clusters Score -7343088 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -7343565.500000 Penalty: 1067.839478
	Iteration 20F: 3 clusters Score -7343566 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -7344095.500000 Penalty: 1067.839478
	Iteration 21Q: 3 clusters Score -7344096 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -7344524.000000 Penalty: 1067.839478
	Iteration 22Q: 3 clusters Score -7344524 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -7344965.500000 Penalty: 1067.839478
	Iteration 23Q: 3 clusters Score -7344966 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -7345370.500000 Penalty: 1067.839478
	Iteration 24Q: 3 clusters Score -7345370 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -7345801.000000 Penalty: 1067.839478
	Iteration 25Q: 3 clusters Score -7345801 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 116763 members 
Entering Unmasked Estep 
Score: -7346153.000000 Penalty: 1067.839478
	Iteration 26Q: 3 clusters Score -7346153 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -7346474.000000 Penalty: 1067.839478
	Iteration 27Q: 3 clusters Score -7346474 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -7346675.000000 Penalty: 1067.839478
	Iteration 28Q: 3 clusters Score -7346675 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -7346817.500000 Penalty: 1067.839478
	Iteration 29Q: 3 clusters Score -7346818 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -7347088.500000 Penalty: 1067.839478
	Iteration 30Q: 3 clusters Score -7347088 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -7347240.500000 Penalty: 1067.839478
	Iteration 31Q: 3 clusters Score -7347240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -7347369.500000 Penalty: 1067.839478
	Iteration 32Q: 3 clusters Score -7347370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -7347459.000000 Penalty: 1067.839478
	Iteration 33Q: 3 clusters Score -7347459 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -7347546.000000 Penalty: 1067.839478
	Iteration 34Q: 3 clusters Score -7347546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 122040 members 
Entering Unmasked Estep 
Score: -7347604.000000 Penalty: 1067.839478
	Iteration 35Q: 3 clusters Score -7347604 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -7347648.000000 Penalty: 1067.839478
	Iteration 36Q: 3 clusters Score -7347648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -7347721.000000 Penalty: 1067.839478
	Iteration 37Q: 3 clusters Score -7347721 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -7347745.500000 Penalty: 1067.839478
	Iteration 38Q: 3 clusters Score -7347746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -7347768.000000 Penalty: 1067.839478
	Iteration 39Q: 3 clusters Score -7347768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -7347765.000000 Penalty: 1067.839478
	Iteration 40F: 3 clusters Score -7347765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -7347779.000000 Penalty: 1067.839478
	Iteration 41Q: 3 clusters Score -7347779 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -7347798.500000 Penalty: 1067.839478
	Iteration 42Q: 3 clusters Score -7347798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -7347813.500000 Penalty: 1067.839478
	Iteration 43Q: 3 clusters Score -7347814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -7347818.500000 Penalty: 1067.839478
	Iteration 44Q: 3 clusters Score -7347818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -7347792.000000 Penalty: 1067.839478
	Iteration 45Q: 3 clusters Score -7347792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -7347786.000000 Penalty: 1067.839478
	Iteration 46Q: 3 clusters Score -7347786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -7347788.500000 Penalty: 1067.839478
	Iteration 47Q: 3 clusters Score -7347788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -7347796.500000 Penalty: 1067.839478
	Iteration 48Q: 3 clusters Score -7347796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -7347781.500000 Penalty: 1067.839478
	Iteration 49Q: 3 clusters Score -7347782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 123688 members 
Entering Unmasked Estep 
Score: -7347785.500000 Penalty: 1067.839478
	Iteration 50Q: 3 clusters Score -7347786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -7347794.500000 Penalty: 1067.839478
	Iteration 51Q: 3 clusters Score -7347794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -7347795.000000 Penalty: 1067.839478
	Iteration 52Q: 3 clusters Score -7347795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7347791.000000 Penalty: 1067.839478
	Iteration 53Q: 3 clusters Score -7347791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -7347796.000000 Penalty: 1067.839478
	Iteration 54Q: 3 clusters Score -7347796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -7347806.000000 Penalty: 1067.839478
	Iteration 55Q: 3 clusters Score -7347806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -7347792.000000 Penalty: 1067.839478
	Iteration 56Q: 3 clusters Score -7347792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -7347795.000000 Penalty: 1067.839478
	Iteration 57Q: 3 clusters Score -7347795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -7347795.500000 Penalty: 1067.839478
	Iteration 58Q: 3 clusters Score -7347796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -7347801.500000 Penalty: 1067.839478
	Iteration 59Q: 3 clusters Score -7347802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 123889 members 
Entering Unmasked Estep 
Score: -7347803.000000 Penalty: 1067.839478
	Iteration 60F: 3 clusters Score -7347803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -7347798.000000 Penalty: 1067.839478
	Iteration 61Q: 3 clusters Score -7347798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -7347798.000000 Penalty: 1067.839478
	Iteration 62Q: 3 clusters Score -7347798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -7347802.000000 Penalty: 1067.839478
	Iteration 63Q: 3 clusters Score -7347802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -7347799.000000 Penalty: 1067.839478
	Iteration 64Q: 3 clusters Score -7347799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -7347799.000000 Penalty: 1067.839478
	Iteration 65Q: 3 clusters Score -7347799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -7347796.500000 Penalty: 1067.839478
	Iteration 66Q: 3 clusters Score -7347796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 123942 members 
Entering Unmasked Estep 
Score: -7347798.500000 Penalty: 1067.839478
	Iteration 67Q: 3 clusters Score -7347798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -7347801.500000 Penalty: 1067.839478
	Iteration 68Q: 3 clusters Score -7347802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -7347800.500000 Penalty: 1067.839478
	Iteration 69Q: 3 clusters Score -7347800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -7347799.000000 Penalty: 1067.839478
	Iteration 70Q: 3 clusters Score -7347799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -7347803.500000 Penalty: 1067.839478
	Iteration 71Q: 3 clusters Score -7347804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -7347797.500000 Penalty: 1067.839478
	Iteration 72Q: 3 clusters Score -7347798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -7347797.500000 Penalty: 1067.839478
	Iteration 73F: 3 clusters Score -7347798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -69452.945312 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -69452.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68491.007812 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -68491.01 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69025.781250 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -69025.78 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69256.242188 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -69256.24 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -69514.351562 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -69514.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69809.593750 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -69809.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70237.093750 Penalty: 651.919128
	Iteration 5F: 3 clusters Score -70237.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70407.367188 Penalty: 651.919128
	Iteration 6F: 3 clusters Score -70407.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70512.546875 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -70512.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70626.281250 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -70626.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70732.359375 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -70732.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70830.390625 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -70830.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70934.195312 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -70934.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70966.335938 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -70966.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70982.531250 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -70982.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70997.421875 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -70997.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -71005.585938 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -71005.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71007.187500 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -71007.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -71007.539062 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -71007.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71007.523438 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -71007.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71020.710938 Penalty: 651.919128
	Iteration 19F: 3 clusters Score -71020.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -71055.882812 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -71055.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71081.890625 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -71081.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71096.335938 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -71096.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71100.460938 Penalty: 651.919128
	Iteration 23Q: 3 clusters Score -71100.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71104.734375 Penalty: 651.919128
	Iteration 24Q: 3 clusters Score -71104.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71110.726562 Penalty: 651.919128
	Iteration 25Q: 3 clusters Score -71110.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71111.062500 Penalty: 651.919128
	Iteration 26Q: 3 clusters Score -71111.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71113.710938 Penalty: 651.919128
	Iteration 27Q: 3 clusters Score -71113.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71122.773438 Penalty: 651.919128
	Iteration 28Q: 3 clusters Score -71122.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71126.046875 Penalty: 651.919128
	Iteration 29Q: 3 clusters Score -71126.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71126.046875 Penalty: 651.919128
	Iteration 30F: 3 clusters Score -71126.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Entering Unmasked Estep 
Score: -58174204.000000 Penalty: 27062.380859
Splitting cluster 9 changes total score from -58172316.000000 to -58174204.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -35573.871094 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -35573.87 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 310 members 
Entering Unmasked Estep 
Score: -35019.484375 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -35019.48 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35287.199219 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -35287.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35389.417969 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -35389.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35477.769531 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -35477.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35559.136719 Penalty: 585.689697
	Iteration 4F: 3 clusters Score -35559.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35595.128906 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -35595.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35630.425781 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -35630.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35642.714844 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -35642.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35651.308594 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -35651.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35656.632812 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -35656.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35660.769531 Penalty: 585.689697
	Iteration 10Q: 3 clusters Score -35660.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35664.445312 Penalty: 585.689697
	Iteration 11Q: 3 clusters Score -35664.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35666.746094 Penalty: 585.689697
	Iteration 12Q: 3 clusters Score -35666.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35673.816406 Penalty: 585.689697
	Iteration 13Q: 3 clusters Score -35673.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35681.832031 Penalty: 585.689697
	Iteration 14Q: 3 clusters Score -35681.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35685.527344 Penalty: 585.689697
	Iteration 15Q: 3 clusters Score -35685.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35694.679688 Penalty: 585.689697
	Iteration 16Q: 3 clusters Score -35694.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35714.046875 Penalty: 585.689697
	Iteration 17Q: 3 clusters Score -35714.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35731.687500 Penalty: 585.689697
	Iteration 18Q: 3 clusters Score -35731.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35735.945312 Penalty: 585.689697
	Iteration 19Q: 3 clusters Score -35735.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35736.449219 Penalty: 585.689697
	Iteration 20F: 3 clusters Score -35736.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35738.128906 Penalty: 585.689697
	Iteration 21Q: 3 clusters Score -35738.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35738.234375 Penalty: 585.689697
	Iteration 22Q: 3 clusters Score -35738.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35738.234375 Penalty: 585.689697
	Iteration 23F: 3 clusters Score -35738.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Entering Unmasked Estep 
Score: -58174076.000000 Penalty: 27691.738281
Splitting cluster 10 changes total score from -58172316.000000 to -58174076.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 11 (226903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226903 members 
Entering Unmasked Estep 
Score: -13539596.000000 Penalty: 561.118652
	Iteration 0F: 2 clusters Score -1.35396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -13427595.000000 Penalty: 1122.237305
	Iteration 0F: 3 clusters Score -1.34276e+07 nChanged 111935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -13495303.000000 Penalty: 1122.237305
	Iteration 1F: 3 clusters Score -1.34953e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113526 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -13497412.000000 Penalty: 1122.237305
	Iteration 2Q: 3 clusters Score -1.349741e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -13500776.000000 Penalty: 1122.237305
	Iteration 3Q: 3 clusters Score -1.350078e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -13506092.000000 Penalty: 1122.237305
	Iteration 4Q: 3 clusters Score -1.350609e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -13514484.000000 Penalty: 1122.237305
	Iteration 5F: 3 clusters Score -1.351448e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -13524490.000000 Penalty: 1122.237305
	Iteration 6F: 3 clusters Score -1.352449e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -13532579.000000 Penalty: 1122.237305
	Iteration 7F: 3 clusters Score -1.353258e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 155286 members 
Entering Unmasked Estep 
Score: -13536453.000000 Penalty: 1122.237305
	Iteration 8F: 3 clusters Score -1.353645e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -13536958.000000 Penalty: 1122.237305
	Iteration 9Q: 3 clusters Score -1.353696e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -13537067.000000 Penalty: 1122.237305
	Iteration 10Q: 3 clusters Score -1.353707e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -13538387.000000 Penalty: 1122.237305
	Iteration 11Q: 3 clusters Score -1.353839e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -13539066.000000 Penalty: 1122.237305
	Iteration 12Q: 3 clusters Score -1.353907e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 189303 members 
Entering Unmasked Estep 
Score: -13539479.000000 Penalty: 1122.237305
	Iteration 13Q: 3 clusters Score -1.353948e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 193481 members 
Entering Unmasked Estep 
Score: -13539531.000000 Penalty: 1122.237305
	Iteration 14Q: 3 clusters Score -1.353953e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 197067 members 
Entering Unmasked Estep 
Score: -13539618.000000 Penalty: 1122.237305
	Iteration 15Q: 3 clusters Score -1.353962e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 200171 members 
Entering Unmasked Estep 
Score: -13539433.000000 Penalty: 1122.237305
	Iteration 16Q: 3 clusters Score -1.353943e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 202815 members 
Entering Unmasked Estep 
Score: -13539273.000000 Penalty: 1122.237305
	Iteration 17Q: 3 clusters Score -1.353927e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 205194 members 
Entering Unmasked Estep 
Score: -13539902.000000 Penalty: 1122.237305
	Iteration 18Q: 3 clusters Score -1.35399e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 207613 members 
Entering Unmasked Estep 
Score: -13540156.000000 Penalty: 1122.237305
	Iteration 19Q: 3 clusters Score -1.354016e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 209925 members 
Entering Unmasked Estep 
Score: -13540192.000000 Penalty: 1122.237305
	Iteration 20F: 3 clusters Score -1.354019e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 212061 members 
Entering Unmasked Estep 
Score: -13540274.000000 Penalty: 1122.237305
	Iteration 21Q: 3 clusters Score -1.354027e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 213998 members 
Entering Unmasked Estep 
Score: -13540148.000000 Penalty: 1122.237305
	Iteration 22Q: 3 clusters Score -1.354015e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 215800 members 
Entering Unmasked Estep 
Score: -13539796.000000 Penalty: 1122.237305
	Iteration 23Q: 3 clusters Score -1.35398e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 217400 members 
Entering Unmasked Estep 
Score: -13539507.000000 Penalty: 1122.237305
	Iteration 24Q: 3 clusters Score -1.353951e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 218842 members 
Entering Unmasked Estep 
Score: -13539193.000000 Penalty: 1122.237305
	Iteration 25Q: 3 clusters Score -1.353919e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 220110 members 
Entering Unmasked Estep 
Score: -13539071.000000 Penalty: 1122.237305
	Iteration 26Q: 3 clusters Score -1.353907e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 221194 members 
Entering Unmasked Estep 
Score: -13538764.000000 Penalty: 1122.237305
	Iteration 27Q: 3 clusters Score -1.353876e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 222211 members 
Entering Unmasked Estep 
Score: -13538547.000000 Penalty: 1122.237305
	Iteration 28Q: 3 clusters Score -1.353855e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 223069 members 
Entering Unmasked Estep 
Score: -13538488.000000 Penalty: 1122.237305
	Iteration 29Q: 3 clusters Score -1.353849e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 223797 members 
Entering Unmasked Estep 
Score: -13538525.000000 Penalty: 1122.237305
	Iteration 30Q: 3 clusters Score -1.353852e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 224422 members 
Entering Unmasked Estep 
Score: -13538564.000000 Penalty: 1122.237305
	Iteration 31Q: 3 clusters Score -1.353856e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -13538588.000000 Penalty: 1122.237305
	Iteration 32Q: 3 clusters Score -1.353859e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 225389 members 
Entering Unmasked Estep 
Score: -13538657.000000 Penalty: 1122.237305
	Iteration 33Q: 3 clusters Score -1.353866e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 225729 members 
Entering Unmasked Estep 
Score: -13538759.000000 Penalty: 1122.237305
	Iteration 34Q: 3 clusters Score -1.353876e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 225976 members 
Entering Unmasked Estep 
Score: -13538879.000000 Penalty: 1122.237305
	Iteration 35Q: 3 clusters Score -1.353888e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 226159 members 
Entering Unmasked Estep 
Score: -13538941.000000 Penalty: 1122.237305
	Iteration 36Q: 3 clusters Score -1.353894e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 226287 members 
Entering Unmasked Estep 
Score: -13538999.000000 Penalty: 1122.237305
	Iteration 37Q: 3 clusters Score -1.3539e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 226386 members 
Entering Unmasked Estep 
Score: -13539027.000000 Penalty: 1122.237305
	Iteration 38Q: 3 clusters Score -1.353903e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 226463 members 
Entering Unmasked Estep 
Score: -13539073.000000 Penalty: 1122.237305
	Iteration 39Q: 3 clusters Score -1.353907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 226509 members 
Entering Unmasked Estep 
Score: -13539090.000000 Penalty: 1122.237305
	Iteration 40F: 3 clusters Score -1.353909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 226540 members 
Entering Unmasked Estep 
Score: -13539098.000000 Penalty: 1122.237305
	Iteration 41Q: 3 clusters Score -1.35391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226566 members 
Entering Unmasked Estep 
Score: -13539091.000000 Penalty: 1122.237305
	Iteration 42Q: 3 clusters Score -1.353909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226592 members 
Entering Unmasked Estep 
Score: -13539091.000000 Penalty: 1122.237305
	Iteration 43Q: 3 clusters Score -1.353909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 226617 members 
Entering Unmasked Estep 
Score: -13539091.000000 Penalty: 1122.237305
	Iteration 44Q: 3 clusters Score -1.353909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 226632 members 
Entering Unmasked Estep 
Score: -13539097.000000 Penalty: 1122.237305
	Iteration 45Q: 3 clusters Score -1.35391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 226643 members 
Entering Unmasked Estep 
Score: -13539111.000000 Penalty: 1122.237305
	Iteration 46Q: 3 clusters Score -1.353911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 226655 members 
Entering Unmasked Estep 
Score: -13539137.000000 Penalty: 1122.237305
	Iteration 47Q: 3 clusters Score -1.353914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 226664 members 
Entering Unmasked Estep 
Score: -13539136.000000 Penalty: 1122.237305
	Iteration 48Q: 3 clusters Score -1.353914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226673 members 
Entering Unmasked Estep 
Score: -13539142.000000 Penalty: 1122.237305
	Iteration 49Q: 3 clusters Score -1.353914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226682 members 
Entering Unmasked Estep 
Score: -13539148.000000 Penalty: 1122.237305
	Iteration 50Q: 3 clusters Score -1.353915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226689 members 
Entering Unmasked Estep 
Score: -13539153.000000 Penalty: 1122.237305
	Iteration 51Q: 3 clusters Score -1.353915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 226693 members 
Entering Unmasked Estep 
Score: -13539147.000000 Penalty: 1122.237305
	Iteration 52Q: 3 clusters Score -1.353915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226698 members 
Entering Unmasked Estep 
Score: -13539150.000000 Penalty: 1122.237305
	Iteration 53Q: 3 clusters Score -1.353915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226704 members 
Entering Unmasked Estep 
Score: -13539148.000000 Penalty: 1122.237305
	Iteration 54Q: 3 clusters Score -1.353915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226707 members 
Entering Unmasked Estep 
Score: -13539148.000000 Penalty: 1122.237305
	Iteration 55Q: 3 clusters Score -1.353915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226708 members 
Entering Unmasked Estep 
Score: -13539150.000000 Penalty: 1122.237305
	Iteration 56Q: 3 clusters Score -1.353915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 226707 members 
Entering Unmasked Estep 
Score: -13539160.000000 Penalty: 1122.237305
	Iteration 57Q: 3 clusters Score -1.353916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226708 members 
Entering Unmasked Estep 
Score: -13539151.000000 Penalty: 1122.237305
	Iteration 58Q: 3 clusters Score -1.353915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226708 members 
Entering Unmasked Estep 
Score: -13539151.000000 Penalty: 1122.237305
	Iteration 59F: 3 clusters Score -1.353915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -64691.867188 Penalty: 317.804596
	Iteration 0F: 2 clusters Score -64691.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -63868.535156 Penalty: 635.609192
	Iteration 0F: 3 clusters Score -63868.54 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64094.125000 Penalty: 635.609192
	Iteration 1F: 3 clusters Score -64094.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -64149.285156 Penalty: 635.609192
	Iteration 2F: 3 clusters Score -64149.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64200.089844 Penalty: 635.609192
	Iteration 3F: 3 clusters Score -64200.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -64237.851562 Penalty: 635.609192
	Iteration 4Q: 3 clusters Score -64237.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -64262.320312 Penalty: 635.609192
	Iteration 5Q: 3 clusters Score -64262.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64277.000000 Penalty: 635.609192
	Iteration 6Q: 3 clusters Score -64277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -64286.597656 Penalty: 635.609192
	Iteration 7Q: 3 clusters Score -64286.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -64295.667969 Penalty: 635.609192
	Iteration 8Q: 3 clusters Score -64295.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -64309.460938 Penalty: 635.609192
	Iteration 9Q: 3 clusters Score -64309.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -64316.218750 Penalty: 635.609192
	Iteration 10Q: 3 clusters Score -64316.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64318.175781 Penalty: 635.609192
	Iteration 11Q: 3 clusters Score -64318.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -64320.429688 Penalty: 635.609192
	Iteration 12Q: 3 clusters Score -64320.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64322.683594 Penalty: 635.609192
	Iteration 13Q: 3 clusters Score -64322.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -64324.156250 Penalty: 635.609192
	Iteration 14Q: 3 clusters Score -64324.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -64326.996094 Penalty: 635.609192
	Iteration 15Q: 3 clusters Score -64327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64328.453125 Penalty: 635.609192
	Iteration 16Q: 3 clusters Score -64328.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -64332.734375 Penalty: 635.609192
	Iteration 17Q: 3 clusters Score -64332.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -64334.570312 Penalty: 635.609192
	Iteration 18Q: 3 clusters Score -64334.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -64335.859375 Penalty: 635.609192
	Iteration 19Q: 3 clusters Score -64335.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64339.558594 Penalty: 635.609192
	Iteration 20F: 3 clusters Score -64339.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64345.167969 Penalty: 635.609192
	Iteration 21Q: 3 clusters Score -64345.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -64353.636719 Penalty: 635.609192
	Iteration 22Q: 3 clusters Score -64353.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64362.789062 Penalty: 635.609192
	Iteration 23Q: 3 clusters Score -64362.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64370.250000 Penalty: 635.609192
	Iteration 24Q: 3 clusters Score -64370.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -64375.316406 Penalty: 635.609192
	Iteration 25Q: 3 clusters Score -64375.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -64377.871094 Penalty: 635.609192
	Iteration 26Q: 3 clusters Score -64377.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -64379.992188 Penalty: 635.609192
	Iteration 27Q: 3 clusters Score -64379.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -64381.328125 Penalty: 635.609192
	Iteration 28Q: 3 clusters Score -64381.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -64381.941406 Penalty: 635.609192
	Iteration 29Q: 3 clusters Score -64381.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -64383.371094 Penalty: 635.609192
	Iteration 30Q: 3 clusters Score -64383.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64383.937500 Penalty: 635.609192
	Iteration 31Q: 3 clusters Score -64383.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -64384.593750 Penalty: 635.609192
	Iteration 32Q: 3 clusters Score -64384.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -64385.234375 Penalty: 635.609192
	Iteration 33Q: 3 clusters Score -64385.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -64385.437500 Penalty: 635.609192
	Iteration 34Q: 3 clusters Score -64385.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -64385.664062 Penalty: 635.609192
	Iteration 35Q: 3 clusters Score -64385.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -64385.664062 Penalty: 635.609192
	Iteration 36F: 3 clusters Score -64385.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Entering Unmasked Estep 
Score: -970596.500000 Penalty: 441.006836
	Iteration 0F: 2 clusters Score -970596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -959731.000000 Penalty: 882.013672
	Iteration 0F: 3 clusters Score -959731 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -964367.750000 Penalty: 882.013672
	Iteration 1F: 3 clusters Score -964367.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -964909.562500 Penalty: 882.013672
	Iteration 2F: 3 clusters Score -964909.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -965569.125000 Penalty: 882.013672
	Iteration 3F: 3 clusters Score -965569.1 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -966419.625000 Penalty: 882.013672
	Iteration 4F: 3 clusters Score -966419.6 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -967308.000000 Penalty: 882.013672
	Iteration 5F: 3 clusters Score -967308 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -967959.500000 Penalty: 882.013672
	Iteration 6F: 3 clusters Score -967959.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -968284.875000 Penalty: 882.013672
	Iteration 7Q: 3 clusters Score -968284.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -968431.750000 Penalty: 882.013672
	Iteration 8Q: 3 clusters Score -968431.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -968503.687500 Penalty: 882.013672
	Iteration 9Q: 3 clusters Score -968503.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -968539.625000 Penalty: 882.013672
	Iteration 10Q: 3 clusters Score -968539.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -968565.187500 Penalty: 882.013672
	Iteration 11Q: 3 clusters Score -968565.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -968595.687500 Penalty: 882.013672
	Iteration 12Q: 3 clusters Score -968595.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -968624.187500 Penalty: 882.013672
	Iteration 13Q: 3 clusters Score -968624.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -968665.187500 Penalty: 882.013672
	Iteration 14Q: 3 clusters Score -968665.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -968725.437500 Penalty: 882.013672
	Iteration 15Q: 3 clusters Score -968725.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -968784.812500 Penalty: 882.013672
	Iteration 16Q: 3 clusters Score -968784.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -968846.187500 Penalty: 882.013672
	Iteration 17Q: 3 clusters Score -968846.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -968916.125000 Penalty: 882.013672
	Iteration 18Q: 3 clusters Score -968916.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -968971.875000 Penalty: 882.013672
	Iteration 19Q: 3 clusters Score -968971.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -969031.500000 Penalty: 882.013672
	Iteration 20F: 3 clusters Score -969031.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -969090.437500 Penalty: 882.013672
	Iteration 21Q: 3 clusters Score -969090.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -969155.687500 Penalty: 882.013672
	Iteration 22Q: 3 clusters Score -969155.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -969227.375000 Penalty: 882.013672
	Iteration 23Q: 3 clusters Score -969227.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -969299.625000 Penalty: 882.013672
	Iteration 24Q: 3 clusters Score -969299.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -969368.187500 Penalty: 882.013672
	Iteration 25Q: 3 clusters Score -969368.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -969432.750000 Penalty: 882.013672
	Iteration 26Q: 3 clusters Score -969432.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -969507.000000 Penalty: 882.013672
	Iteration 27Q: 3 clusters Score -969507 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -969582.125000 Penalty: 882.013672
	Iteration 28Q: 3 clusters Score -969582.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -969639.187500 Penalty: 882.013672
	Iteration 29Q: 3 clusters Score -969639.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -969694.125000 Penalty: 882.013672
	Iteration 30Q: 3 clusters Score -969694.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -969762.125000 Penalty: 882.013672
	Iteration 31Q: 3 clusters Score -969762.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -969819.937500 Penalty: 882.013672
	Iteration 32Q: 3 clusters Score -969819.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -969866.937500 Penalty: 882.013672
	Iteration 33Q: 3 clusters Score -969866.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -969908.687500 Penalty: 882.013672
	Iteration 34Q: 3 clusters Score -969908.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -969947.312500 Penalty: 882.013672
	Iteration 35Q: 3 clusters Score -969947.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -969984.437500 Penalty: 882.013672
	Iteration 36Q: 3 clusters Score -969984.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -970015.437500 Penalty: 882.013672
	Iteration 37Q: 3 clusters Score -970015.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -970047.062500 Penalty: 882.013672
	Iteration 38Q: 3 clusters Score -970047.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -970077.750000 Penalty: 882.013672
	Iteration 39Q: 3 clusters Score -970077.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -970109.250000 Penalty: 882.013672
	Iteration 40F: 3 clusters Score -970109.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -970127.875000 Penalty: 882.013672
	Iteration 41Q: 3 clusters Score -970127.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -970144.687500 Penalty: 882.013672
	Iteration 42Q: 3 clusters Score -970144.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -970155.000000 Penalty: 882.013672
	Iteration 43Q: 3 clusters Score -970155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -970165.562500 Penalty: 882.013672
	Iteration 44Q: 3 clusters Score -970165.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -970178.312500 Penalty: 882.013672
	Iteration 45Q: 3 clusters Score -970178.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -970195.375000 Penalty: 882.013672
	Iteration 46Q: 3 clusters Score -970195.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -970210.625000 Penalty: 882.013672
	Iteration 47Q: 3 clusters Score -970210.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -970227.437500 Penalty: 882.013672
	Iteration 48Q: 3 clusters Score -970227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -970237.000000 Penalty: 882.013672
	Iteration 49Q: 3 clusters Score -970237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -970250.500000 Penalty: 882.013672
	Iteration 50Q: 3 clusters Score -970250.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -970255.375000 Penalty: 882.013672
	Iteration 51Q: 3 clusters Score -970255.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -970263.750000 Penalty: 882.013672
	Iteration 52Q: 3 clusters Score -970263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -970270.500000 Penalty: 882.013672
	Iteration 53Q: 3 clusters Score -970270.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -970275.187500 Penalty: 882.013672
	Iteration 54Q: 3 clusters Score -970275.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -970281.000000 Penalty: 882.013672
	Iteration 55Q: 3 clusters Score -970281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -970281.312500 Penalty: 882.013672
	Iteration 56Q: 3 clusters Score -970281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -970281.312500 Penalty: 882.013672
	Iteration 57F: 3 clusters Score -970281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Entering Unmasked Estep 
Score: -4380445.000000 Penalty: 509.521271
	Iteration 0F: 2 clusters Score -4380445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4331369.000000 Penalty: 1019.042542
	Iteration 0F: 3 clusters Score -4331369 nChanged 35459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -4352419.000000 Penalty: 1019.042542
	Iteration 1F: 3 clusters Score -4352419 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -4353641.000000 Penalty: 1019.042542
	Iteration 2Q: 3 clusters Score -4353641 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4355722.000000 Penalty: 1019.042542
	Iteration 3F: 3 clusters Score -4355722 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -4359231.500000 Penalty: 1019.042542
	Iteration 4F: 3 clusters Score -4359232 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -4364427.000000 Penalty: 1019.042542
	Iteration 5F: 3 clusters Score -4364427 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -4370431.500000 Penalty: 1019.042542
	Iteration 6F: 3 clusters Score -4370432 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -4375368.500000 Penalty: 1019.042542
	Iteration 7F: 3 clusters Score -4375368 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -4378211.500000 Penalty: 1019.042542
	Iteration 8Q: 3 clusters Score -4378212 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -4379383.000000 Penalty: 1019.042542
	Iteration 9Q: 3 clusters Score -4379383 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -4379765.500000 Penalty: 1019.042542
	Iteration 10Q: 3 clusters Score -4379766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -4379926.000000 Penalty: 1019.042542
	Iteration 11Q: 3 clusters Score -4379926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -4379978.000000 Penalty: 1019.042542
	Iteration 12Q: 3 clusters Score -4379978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -4379988.500000 Penalty: 1019.042542
	Iteration 13Q: 3 clusters Score -4379988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -4379997.000000 Penalty: 1019.042542
	Iteration 14Q: 3 clusters Score -4379997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -4379999.500000 Penalty: 1019.042542
	Iteration 15Q: 3 clusters Score -4380000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -4380006.000000 Penalty: 1019.042542
	Iteration 16Q: 3 clusters Score -4380006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -4380007.000000 Penalty: 1019.042542
	Iteration 17Q: 3 clusters Score -4380007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -4380014.000000 Penalty: 1019.042542
	Iteration 18Q: 3 clusters Score -4380014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -4380016.500000 Penalty: 1019.042542
	Iteration 19Q: 3 clusters Score -4380016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -4380024.000000 Penalty: 1019.042542
	Iteration 20F: 3 clusters Score -4380024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -4380026.000000 Penalty: 1019.042542
	Iteration 21Q: 3 clusters Score -4380026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -4380023.500000 Penalty: 1019.042542
	Iteration 22Q: 3 clusters Score -4380024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -4380030.500000 Penalty: 1019.042542
	Iteration 23Q: 3 clusters Score -4380030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -4380027.500000 Penalty: 1019.042542
	Iteration 24Q: 3 clusters Score -4380028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -4380028.000000 Penalty: 1019.042542
	Iteration 25Q: 3 clusters Score -4380028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -4380026.500000 Penalty: 1019.042542
	Iteration 26Q: 3 clusters Score -4380026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -4380031.500000 Penalty: 1019.042542
	Iteration 27Q: 3 clusters Score -4380032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -4380031.500000 Penalty: 1019.042542
	Iteration 28F: 3 clusters Score -4380032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Entering Unmasked Estep 
Score: -7475972.500000 Penalty: 533.978394
	Iteration 0F: 2 clusters Score -7475972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -7395352.000000 Penalty: 1067.956787
	Iteration 0F: 3 clusters Score -7395352 nChanged 61520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7434588.000000 Penalty: 1067.956787
	Iteration 1F: 3 clusters Score -7434588 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -7438932.500000 Penalty: 1067.956787
	Iteration 2F: 3 clusters Score -7438932 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -7445447.000000 Penalty: 1067.956787
	Iteration 3F: 3 clusters Score -7445447 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7453230.500000 Penalty: 1067.956787
	Iteration 4F: 3 clusters Score -7453230 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -7459758.000000 Penalty: 1067.956787
	Iteration 5F: 3 clusters Score -7459758 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7463739.000000 Penalty: 1067.956787
	Iteration 6Q: 3 clusters Score -7463739 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7465938.500000 Penalty: 1067.956787
	Iteration 7Q: 3 clusters Score -7465938 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7467598.500000 Penalty: 1067.956787
	Iteration 8Q: 3 clusters Score -7467598 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -7469054.500000 Penalty: 1067.956787
	Iteration 9Q: 3 clusters Score -7469054 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7470284.000000 Penalty: 1067.956787
	Iteration 10Q: 3 clusters Score -7470284 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7471540.000000 Penalty: 1067.956787
	Iteration 11Q: 3 clusters Score -7471540 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -7472727.500000 Penalty: 1067.956787
	Iteration 12Q: 3 clusters Score -7472728 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7473628.500000 Penalty: 1067.956787
	Iteration 13Q: 3 clusters Score -7473628 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7474320.500000 Penalty: 1067.956787
	Iteration 14Q: 3 clusters Score -7474320 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123070 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7474875.000000 Penalty: 1067.956787
	Iteration 15Q: 3 clusters Score -7474875 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123920 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7475206.000000 Penalty: 1067.956787
	Iteration 16Q: 3 clusters Score -7475206 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124414 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7475333.500000 Penalty: 1067.956787
	Iteration 17Q: 3 clusters Score -7475334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7475433.000000 Penalty: 1067.956787
	Iteration 18Q: 3 clusters Score -7475433 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7475472.500000 Penalty: 1067.956787
	Iteration 19Q: 3 clusters Score -7475472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124826 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7475486.500000 Penalty: 1067.956787
	Iteration 20F: 3 clusters Score -7475486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7475500.000000 Penalty: 1067.956787
	Iteration 21Q: 3 clusters Score -7475500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7475505.500000 Penalty: 1067.956787
	Iteration 22Q: 3 clusters Score -7475506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7475524.000000 Penalty: 1067.956787
	Iteration 23Q: 3 clusters Score -7475524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7475525.000000 Penalty: 1067.956787
	Iteration 24Q: 3 clusters Score -7475525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7475527.000000 Penalty: 1067.956787
	Iteration 25Q: 3 clusters Score -7475527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7475527.000000 Penalty: 1067.956787
	Iteration 26F: 3 clusters Score -7475527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -83628.765625 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -83628.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82548.218750 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -82548.22 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83141.578125 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -83141.58 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83488.492188 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -83488.49 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -83722.328125 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -83722.33 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83895.000000 Penalty: 660.899170
	Iteration 4F: 3 clusters Score -83895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83961.281250 Penalty: 660.899170
	Iteration 5Q: 3 clusters Score -83961.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83985.265625 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -83985.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84000.445312 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -84000.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -84009.539062 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -84009.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84013.718750 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -84013.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84015.437500 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -84015.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84016.210938 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -84016.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84016.890625 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -84016.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -84018.335938 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -84018.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -84018.304688 Penalty: 660.899170
	Iteration 14Q: 3 clusters Score -84018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -84018.304688 Penalty: 660.899170
	Iteration 15F: 3 clusters Score -84018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Entering Unmasked Estep 
Score: -58174012.000000 Penalty: 28321.095703
Splitting cluster 16 changes total score from -58172316.000000 to -58174012.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -87226.539062 Penalty: 335.086884
	Iteration 0F: 2 clusters Score -87226.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -86047.921875 Penalty: 670.173767
	Iteration 0F: 3 clusters Score -86047.92 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -86472.054688 Penalty: 670.173767
	Iteration 1F: 3 clusters Score -86472.05 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -86621.210938 Penalty: 670.173767
	Iteration 2F: 3 clusters Score -86621.21 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -86711.500000 Penalty: 670.173767
	Iteration 3F: 3 clusters Score -86711.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -86772.867188 Penalty: 670.173767
	Iteration 4F: 3 clusters Score -86772.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -86808.109375 Penalty: 670.173767
	Iteration 5Q: 3 clusters Score -86808.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -86833.523438 Penalty: 670.173767
	Iteration 6Q: 3 clusters Score -86833.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -86856.789062 Penalty: 670.173767
	Iteration 7Q: 3 clusters Score -86856.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -86877.679688 Penalty: 670.173767
	Iteration 8Q: 3 clusters Score -86877.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -86892.718750 Penalty: 670.173767
	Iteration 9Q: 3 clusters Score -86892.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -86906.703125 Penalty: 670.173767
	Iteration 10Q: 3 clusters Score -86906.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -86923.195312 Penalty: 670.173767
	Iteration 11Q: 3 clusters Score -86923.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -86934.578125 Penalty: 670.173767
	Iteration 12Q: 3 clusters Score -86934.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -86944.312500 Penalty: 670.173767
	Iteration 13Q: 3 clusters Score -86944.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -86952.445312 Penalty: 670.173767
	Iteration 14Q: 3 clusters Score -86952.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -86957.039062 Penalty: 670.173767
	Iteration 15Q: 3 clusters Score -86957.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -86959.757812 Penalty: 670.173767
	Iteration 16Q: 3 clusters Score -86959.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -86962.109375 Penalty: 670.173767
	Iteration 17Q: 3 clusters Score -86962.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -86964.359375 Penalty: 670.173767
	Iteration 18Q: 3 clusters Score -86964.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -86966.281250 Penalty: 670.173767
	Iteration 19Q: 3 clusters Score -86966.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -86967.539062 Penalty: 670.173767
	Iteration 20F: 3 clusters Score -86967.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -86968.656250 Penalty: 670.173767
	Iteration 21Q: 3 clusters Score -86968.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -86969.804688 Penalty: 670.173767
	Iteration 22Q: 3 clusters Score -86969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -86971.148438 Penalty: 670.173767
	Iteration 23Q: 3 clusters Score -86971.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -86974.054688 Penalty: 670.173767
	Iteration 24Q: 3 clusters Score -86974.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -86975.523438 Penalty: 670.173767
	Iteration 25Q: 3 clusters Score -86975.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -86976.773438 Penalty: 670.173767
	Iteration 26Q: 3 clusters Score -86976.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -86979.312500 Penalty: 670.173767
	Iteration 27Q: 3 clusters Score -86979.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -86980.500000 Penalty: 670.173767
	Iteration 28Q: 3 clusters Score -86980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -86981.500000 Penalty: 670.173767
	Iteration 29Q: 3 clusters Score -86981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -86982.687500 Penalty: 670.173767
	Iteration 30Q: 3 clusters Score -86982.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -86983.976562 Penalty: 670.173767
	Iteration 31Q: 3 clusters Score -86983.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -86984.257812 Penalty: 670.173767
	Iteration 32Q: 3 clusters Score -86984.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -86984.671875 Penalty: 670.173767
	Iteration 33Q: 3 clusters Score -86984.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -86984.671875 Penalty: 670.173767
	Iteration 34F: 3 clusters Score -86984.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -29520.908203 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -29520.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29030.429688 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -29030.43 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29219.138672 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -29219.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29265.326172 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -29265.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29294.132812 Penalty: 568.747742
	Iteration 3Q: 3 clusters Score -29294.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29331.759766 Penalty: 568.747742
	Iteration 4Q: 3 clusters Score -29331.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29412.205078 Penalty: 568.747742
	Iteration 5F: 3 clusters Score -29412.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29502.369141 Penalty: 568.747742
	Iteration 6F: 3 clusters Score -29502.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29524.339844 Penalty: 568.747742
	Iteration 7Q: 3 clusters Score -29524.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29554.720703 Penalty: 568.747742
	Iteration 8Q: 3 clusters Score -29554.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29595.119141 Penalty: 568.747742
	Iteration 9Q: 3 clusters Score -29595.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29622.720703 Penalty: 568.747742
	Iteration 10Q: 3 clusters Score -29622.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29646.656250 Penalty: 568.747742
	Iteration 11Q: 3 clusters Score -29646.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29649.142578 Penalty: 568.747742
	Iteration 12Q: 3 clusters Score -29649.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29652.941406 Penalty: 568.747742
	Iteration 13Q: 3 clusters Score -29652.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29652.941406 Penalty: 568.747742
	Iteration 14F: 3 clusters Score -29652.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 35421 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Entering Unmasked Estep 
Score: -58173820.000000 Penalty: 28950.453125
Splitting cluster 18 changes total score from -58172316.000000 to -58173820.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (142787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Entering Unmasked Estep 
Score: -8547399.000000 Penalty: 540.044495
	Iteration 0F: 2 clusters Score -8547399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -8455555.000000 Penalty: 1080.088989
	Iteration 0F: 3 clusters Score -8455555 nChanged 69745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -8499243.000000 Penalty: 1080.088989
	Iteration 1F: 3 clusters Score -8499243 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -8502401.000000 Penalty: 1080.088989
	Iteration 2F: 3 clusters Score -8502401 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -8507385.000000 Penalty: 1080.088989
	Iteration 3F: 3 clusters Score -8507385 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -8514735.000000 Penalty: 1080.088989
	Iteration 4F: 3 clusters Score -8514735 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -8523286.000000 Penalty: 1080.088989
	Iteration 5F: 3 clusters Score -8523286 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 111914 members 
Entering Unmasked Estep 
Score: -8530524.000000 Penalty: 1080.088989
	Iteration 6F: 3 clusters Score -8530524 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -8534821.000000 Penalty: 1080.088989
	Iteration 7Q: 3 clusters Score -8534821 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 122538 members 
Entering Unmasked Estep 
Score: -8537369.000000 Penalty: 1080.088989
	Iteration 8Q: 3 clusters Score -8537369 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -8539546.000000 Penalty: 1080.088989
	Iteration 9Q: 3 clusters Score -8539546 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -8541482.000000 Penalty: 1080.088989
	Iteration 10Q: 3 clusters Score -8541482 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -8543393.000000 Penalty: 1080.088989
	Iteration 11Q: 3 clusters Score -8543393 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -8544704.000000 Penalty: 1080.088989
	Iteration 12Q: 3 clusters Score -8544704 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -8545576.000000 Penalty: 1080.088989
	Iteration 13Q: 3 clusters Score -8545576 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -8546152.000000 Penalty: 1080.088989
	Iteration 14Q: 3 clusters Score -8546152 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 141334 members 
Entering Unmasked Estep 
Score: -8546505.000000 Penalty: 1080.088989
	Iteration 15Q: 3 clusters Score -8546505 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -8546696.000000 Penalty: 1080.088989
	Iteration 16Q: 3 clusters Score -8546696 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -8546816.000000 Penalty: 1080.088989
	Iteration 17Q: 3 clusters Score -8546816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -8546860.000000 Penalty: 1080.088989
	Iteration 18Q: 3 clusters Score -8546860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142405 members 
Entering Unmasked Estep 
Score: -8546903.000000 Penalty: 1080.088989
	Iteration 19Q: 3 clusters Score -8546903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -8546940.000000 Penalty: 1080.088989
	Iteration 20F: 3 clusters Score -8546940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 142501 members 
Entering Unmasked Estep 
Score: -8546950.000000 Penalty: 1080.088989
	Iteration 21Q: 3 clusters Score -8546950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -8546963.000000 Penalty: 1080.088989
	Iteration 22Q: 3 clusters Score -8546963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -8546959.000000 Penalty: 1080.088989
	Iteration 23Q: 3 clusters Score -8546959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -8546966.000000 Penalty: 1080.088989
	Iteration 24Q: 3 clusters Score -8546966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -8546970.000000 Penalty: 1080.088989
	Iteration 25Q: 3 clusters Score -8546970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -8546972.000000 Penalty: 1080.088989
	Iteration 26Q: 3 clusters Score -8546972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -8546980.000000 Penalty: 1080.088989
	Iteration 27Q: 3 clusters Score -8546980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -8546979.000000 Penalty: 1080.088989
	Iteration 28Q: 3 clusters Score -8546979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -8546984.000000 Penalty: 1080.088989
	Iteration 29Q: 3 clusters Score -8546984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 142582 members 
Entering Unmasked Estep 
Score: -8546992.000000 Penalty: 1080.088989
	Iteration 30Q: 3 clusters Score -8546992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -8546991.000000 Penalty: 1080.088989
	Iteration 31Q: 3 clusters Score -8546991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -8546987.000000 Penalty: 1080.088989
	Iteration 32Q: 3 clusters Score -8546987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142590 members 
Entering Unmasked Estep 
Score: -8546993.000000 Penalty: 1080.088989
	Iteration 33Q: 3 clusters Score -8546993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -8546988.000000 Penalty: 1080.088989
	Iteration 34Q: 3 clusters Score -8546988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -8546993.000000 Penalty: 1080.088989
	Iteration 35Q: 3 clusters Score -8546993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -8546993.000000 Penalty: 1080.088989
	Iteration 36F: 3 clusters Score -8546993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Entering Unmasked Estep 
Score: -1800899.375000 Penalty: 469.532593
	Iteration 0F: 2 clusters Score -1800899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1780714.750000 Penalty: 939.065186
	Iteration 0F: 3 clusters Score -1780715 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1789509.625000 Penalty: 939.065186
	Iteration 1F: 3 clusters Score -1789510 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1790050.250000 Penalty: 939.065186
	Iteration 2Q: 3 clusters Score -1790050 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1790597.750000 Penalty: 939.065186
	Iteration 3Q: 3 clusters Score -1790598 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1791264.250000 Penalty: 939.065186
	Iteration 4Q: 3 clusters Score -1791264 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1792080.625000 Penalty: 939.065186
	Iteration 5F: 3 clusters Score -1792081 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1793022.375000 Penalty: 939.065186
	Iteration 6F: 3 clusters Score -1793022 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1794019.250000 Penalty: 939.065186
	Iteration 7F: 3 clusters Score -1794019 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1795132.125000 Penalty: 939.065186
	Iteration 8F: 3 clusters Score -1795132 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1796296.375000 Penalty: 939.065186
	Iteration 9F: 3 clusters Score -1796296 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1797415.375000 Penalty: 939.065186
	Iteration 10Q: 3 clusters Score -1797415 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1798419.750000 Penalty: 939.065186
	Iteration 11Q: 3 clusters Score -1798420 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1799150.375000 Penalty: 939.065186
	Iteration 12Q: 3 clusters Score -1799150 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1799650.500000 Penalty: 939.065186
	Iteration 13Q: 3 clusters Score -1799650 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1800011.875000 Penalty: 939.065186
	Iteration 14Q: 3 clusters Score -1800012 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1800227.625000 Penalty: 939.065186
	Iteration 15Q: 3 clusters Score -1800228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1800375.750000 Penalty: 939.065186
	Iteration 16Q: 3 clusters Score -1800376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1800474.250000 Penalty: 939.065186
	Iteration 17Q: 3 clusters Score -1800474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1800514.625000 Penalty: 939.065186
	Iteration 18Q: 3 clusters Score -1800515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1800537.500000 Penalty: 939.065186
	Iteration 19Q: 3 clusters Score -1800538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1800558.000000 Penalty: 939.065186
	Iteration 20F: 3 clusters Score -1800558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1800571.875000 Penalty: 939.065186
	Iteration 21Q: 3 clusters Score -1800572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1800584.125000 Penalty: 939.065186
	Iteration 22Q: 3 clusters Score -1800584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1800591.375000 Penalty: 939.065186
	Iteration 23Q: 3 clusters Score -1800591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1800592.875000 Penalty: 939.065186
	Iteration 24Q: 3 clusters Score -1800593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1800594.375000 Penalty: 939.065186
	Iteration 25Q: 3 clusters Score -1800594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1800597.250000 Penalty: 939.065186
	Iteration 26Q: 3 clusters Score -1800597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1800596.375000 Penalty: 939.065186
	Iteration 27Q: 3 clusters Score -1800596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1800596.750000 Penalty: 939.065186
	Iteration 28Q: 3 clusters Score -1800597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1800597.500000 Penalty: 939.065186
	Iteration 29Q: 3 clusters Score -1800598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1800600.625000 Penalty: 939.065186
	Iteration 30Q: 3 clusters Score -1800601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1800598.125000 Penalty: 939.065186
	Iteration 31Q: 3 clusters Score -1800598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1800601.125000 Penalty: 939.065186
	Iteration 32Q: 3 clusters Score -1800601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1800604.875000 Penalty: 939.065186
	Iteration 33Q: 3 clusters Score -1800605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1800605.500000 Penalty: 939.065186
	Iteration 34Q: 3 clusters Score -1800606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1800607.375000 Penalty: 939.065186
	Iteration 35Q: 3 clusters Score -1800607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1800606.250000 Penalty: 939.065186
	Iteration 36Q: 3 clusters Score -1800606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1800606.250000 Penalty: 939.065186
	Iteration 37F: 3 clusters Score -1800606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Entering Unmasked Estep 
Score: -2149998.750000 Penalty: 476.615265
	Iteration 0F: 2 clusters Score -2149999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2126375.250000 Penalty: 953.230530
	Iteration 0F: 3 clusters Score -2126375 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2136893.500000 Penalty: 953.230530
	Iteration 1F: 3 clusters Score -2136894 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2138365.500000 Penalty: 953.230530
	Iteration 2F: 3 clusters Score -2138366 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2140721.000000 Penalty: 953.230530
	Iteration 3F: 3 clusters Score -2140721 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2143537.500000 Penalty: 953.230530
	Iteration 4F: 3 clusters Score -2143538 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2145903.000000 Penalty: 953.230530
	Iteration 5F: 3 clusters Score -2145903 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2147142.750000 Penalty: 953.230530
	Iteration 6F: 3 clusters Score -2147143 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2147643.500000 Penalty: 953.230530
	Iteration 7Q: 3 clusters Score -2147644 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2147962.500000 Penalty: 953.230530
	Iteration 8Q: 3 clusters Score -2147962 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2148194.750000 Penalty: 953.230530
	Iteration 9Q: 3 clusters Score -2148195 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2148403.000000 Penalty: 953.230530
	Iteration 10Q: 3 clusters Score -2148403 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2148573.500000 Penalty: 953.230530
	Iteration 11Q: 3 clusters Score -2148574 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2148743.500000 Penalty: 953.230530
	Iteration 12Q: 3 clusters Score -2148744 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2148915.750000 Penalty: 953.230530
	Iteration 13Q: 3 clusters Score -2148916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2149079.500000 Penalty: 953.230530
	Iteration 14Q: 3 clusters Score -2149080 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2149213.500000 Penalty: 953.230530
	Iteration 15Q: 3 clusters Score -2149214 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2149345.250000 Penalty: 953.230530
	Iteration 16Q: 3 clusters Score -2149345 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2149459.750000 Penalty: 953.230530
	Iteration 17Q: 3 clusters Score -2149460 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2149547.500000 Penalty: 953.230530
	Iteration 18Q: 3 clusters Score -2149548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2149616.750000 Penalty: 953.230530
	Iteration 19Q: 3 clusters Score -2149617 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2149660.750000 Penalty: 953.230530
	Iteration 20F: 3 clusters Score -2149661 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2149700.250000 Penalty: 953.230530
	Iteration 21Q: 3 clusters Score -2149700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2149730.250000 Penalty: 953.230530
	Iteration 22Q: 3 clusters Score -2149730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2149771.500000 Penalty: 953.230530
	Iteration 23Q: 3 clusters Score -2149772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2149792.500000 Penalty: 953.230530
	Iteration 24Q: 3 clusters Score -2149792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2149809.000000 Penalty: 953.230530
	Iteration 25Q: 3 clusters Score -2149809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2149827.750000 Penalty: 953.230530
	Iteration 26Q: 3 clusters Score -2149828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2149835.750000 Penalty: 953.230530
	Iteration 27Q: 3 clusters Score -2149836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2149856.000000 Penalty: 953.230530
	Iteration 28Q: 3 clusters Score -2149856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2149860.750000 Penalty: 953.230530
	Iteration 29Q: 3 clusters Score -2149861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2149869.250000 Penalty: 953.230530
	Iteration 30Q: 3 clusters Score -2149869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2149887.750000 Penalty: 953.230530
	Iteration 31Q: 3 clusters Score -2149888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2149894.250000 Penalty: 953.230530
	Iteration 32Q: 3 clusters Score -2149894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2149901.500000 Penalty: 953.230530
	Iteration 33Q: 3 clusters Score -2149902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2149909.750000 Penalty: 953.230530
	Iteration 34Q: 3 clusters Score -2149910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2149925.750000 Penalty: 953.230530
	Iteration 35Q: 3 clusters Score -2149926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2149933.500000 Penalty: 953.230530
	Iteration 36Q: 3 clusters Score -2149934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2149936.000000 Penalty: 953.230530
	Iteration 37Q: 3 clusters Score -2149936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2149946.750000 Penalty: 953.230530
	Iteration 38Q: 3 clusters Score -2149947 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2149971.250000 Penalty: 953.230530
	Iteration 39Q: 3 clusters Score -2149971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2149983.000000 Penalty: 953.230530
	Iteration 40F: 3 clusters Score -2149983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2149991.000000 Penalty: 953.230530
	Iteration 41Q: 3 clusters Score -2149991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2150001.000000 Penalty: 953.230530
	Iteration 42Q: 3 clusters Score -2150001 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2150022.000000 Penalty: 953.230530
	Iteration 43Q: 3 clusters Score -2150022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2150038.000000 Penalty: 953.230530
	Iteration 44Q: 3 clusters Score -2150038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2150045.250000 Penalty: 953.230530
	Iteration 45Q: 3 clusters Score -2150045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2150062.500000 Penalty: 953.230530
	Iteration 46Q: 3 clusters Score -2150062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2150065.250000 Penalty: 953.230530
	Iteration 47Q: 3 clusters Score -2150065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2150069.000000 Penalty: 953.230530
	Iteration 48Q: 3 clusters Score -2150069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2150079.000000 Penalty: 953.230530
	Iteration 49Q: 3 clusters Score -2150079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2150093.250000 Penalty: 953.230530
	Iteration 50Q: 3 clusters Score -2150093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2150097.750000 Penalty: 953.230530
	Iteration 51Q: 3 clusters Score -2150098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2150098.500000 Penalty: 953.230530
	Iteration 52Q: 3 clusters Score -2150098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2150107.250000 Penalty: 953.230530
	Iteration 53Q: 3 clusters Score -2150107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2150116.500000 Penalty: 953.230530
	Iteration 54Q: 3 clusters Score -2150116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2150126.500000 Penalty: 953.230530
	Iteration 55Q: 3 clusters Score -2150126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2150132.250000 Penalty: 953.230530
	Iteration 56Q: 3 clusters Score -2150132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2150149.500000 Penalty: 953.230530
	Iteration 57Q: 3 clusters Score -2150150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2150163.750000 Penalty: 953.230530
	Iteration 58Q: 3 clusters Score -2150164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2150170.250000 Penalty: 953.230530
	Iteration 59Q: 3 clusters Score -2150170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2150179.500000 Penalty: 953.230530
	Iteration 60F: 3 clusters Score -2150180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2150185.250000 Penalty: 953.230530
	Iteration 61Q: 3 clusters Score -2150185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2150199.500000 Penalty: 953.230530
	Iteration 62Q: 3 clusters Score -2150200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2150207.500000 Penalty: 953.230530
	Iteration 63Q: 3 clusters Score -2150208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2150212.750000 Penalty: 953.230530
	Iteration 64Q: 3 clusters Score -2150213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2150225.250000 Penalty: 953.230530
	Iteration 65Q: 3 clusters Score -2150225 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2150236.750000 Penalty: 953.230530
	Iteration 66Q: 3 clusters Score -2150237 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2150257.000000 Penalty: 953.230530
	Iteration 67Q: 3 clusters Score -2150257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2150262.250000 Penalty: 953.230530
	Iteration 68Q: 3 clusters Score -2150262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2150275.250000 Penalty: 953.230530
	Iteration 69Q: 3 clusters Score -2150275 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2150284.000000 Penalty: 953.230530
	Iteration 70Q: 3 clusters Score -2150284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2150278.250000 Penalty: 953.230530
	Iteration 71Q: 3 clusters Score -2150278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2150289.000000 Penalty: 953.230530
	Iteration 72Q: 3 clusters Score -2150289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2150298.500000 Penalty: 953.230530
	Iteration 73Q: 3 clusters Score -2150298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2150299.750000 Penalty: 953.230530
	Iteration 74Q: 3 clusters Score -2150300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2150304.500000 Penalty: 953.230530
	Iteration 75Q: 3 clusters Score -2150304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2150312.000000 Penalty: 953.230530
	Iteration 76Q: 3 clusters Score -2150312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2150312.500000 Penalty: 953.230530
	Iteration 77Q: 3 clusters Score -2150312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2150314.500000 Penalty: 953.230530
	Iteration 78Q: 3 clusters Score -2150314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2150321.250000 Penalty: 953.230530
	Iteration 79Q: 3 clusters Score -2150321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2150324.500000 Penalty: 953.230530
	Iteration 80F: 3 clusters Score -2150324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2150327.750000 Penalty: 953.230530
	Iteration 81Q: 3 clusters Score -2150328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2150330.000000 Penalty: 953.230530
	Iteration 82Q: 3 clusters Score -2150330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2150331.250000 Penalty: 953.230530
	Iteration 83Q: 3 clusters Score -2150331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2150337.500000 Penalty: 953.230530
	Iteration 84Q: 3 clusters Score -2150338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2150339.750000 Penalty: 953.230530
	Iteration 85Q: 3 clusters Score -2150340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2150343.500000 Penalty: 953.230530
	Iteration 86Q: 3 clusters Score -2150344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2150349.000000 Penalty: 953.230530
	Iteration 87Q: 3 clusters Score -2150349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2150348.000000 Penalty: 953.230530
	Iteration 88Q: 3 clusters Score -2150348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2150347.250000 Penalty: 953.230530
	Iteration 89Q: 3 clusters Score -2150347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2150346.750000 Penalty: 953.230530
	Iteration 90Q: 3 clusters Score -2150347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2150346.500000 Penalty: 953.230530
	Iteration 91Q: 3 clusters Score -2150346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2150347.750000 Penalty: 953.230530
	Iteration 92Q: 3 clusters Score -2150348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2150353.250000 Penalty: 953.230530
	Iteration 93Q: 3 clusters Score -2150353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2150361.250000 Penalty: 953.230530
	Iteration 94Q: 3 clusters Score -2150361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2150363.750000 Penalty: 953.230530
	Iteration 95Q: 3 clusters Score -2150364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2150359.500000 Penalty: 953.230530
	Iteration 96Q: 3 clusters Score -2150360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2150359.500000 Penalty: 953.230530
	Iteration 97F: 3 clusters Score -2150360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Entering Unmasked Estep 
Score: -58174148.000000 Penalty: 29579.810547
Splitting cluster 21 changes total score from -58172316.000000 to -58174148.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -16847.623047 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -16847.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16457.947266 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -16457.95 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16660.107422 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -16660.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16721.072266 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -16721.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16751.691406 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -16751.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16761.005859 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -16761.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16767.960938 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -16767.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16769.189453 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -16769.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16770.773438 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -16770.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16771.142578 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -16771.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16772.642578 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -16772.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16778.574219 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -16778.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16796.767578 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -16796.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16817.703125 Penalty: 535.635498
	Iteration 12Q: 3 clusters Score -16817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16821.855469 Penalty: 535.635498
	Iteration 13Q: 3 clusters Score -16821.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16833.658203 Penalty: 535.635498
	Iteration 14Q: 3 clusters Score -16833.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16866.601562 Penalty: 535.635498
	Iteration 15Q: 3 clusters Score -16866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16911.117188 Penalty: 535.635498
	Iteration 16Q: 3 clusters Score -16911.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16929.167969 Penalty: 535.635498
	Iteration 17Q: 3 clusters Score -16929.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16941.855469 Penalty: 535.635498
	Iteration 18Q: 3 clusters Score -16941.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16951.556641 Penalty: 535.635498
	Iteration 19Q: 3 clusters Score -16951.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16986.328125 Penalty: 535.635498
	Iteration 20F: 3 clusters Score -16986.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17028.775391 Penalty: 535.635498
	Iteration 21Q: 3 clusters Score -17028.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17034.859375 Penalty: 535.635498
	Iteration 22Q: 3 clusters Score -17034.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17036.345703 Penalty: 535.635498
	Iteration 23Q: 3 clusters Score -17036.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17036.345703 Penalty: 535.635498
	Iteration 24F: 3 clusters Score -17036.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Entering Unmasked Estep 
Score: -58173988.000000 Penalty: 30209.167969
Splitting cluster 22 changes total score from -58172316.000000 to -58173988.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 23 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -21051.484375 Penalty: 276.740967
	Iteration 0F: 2 clusters Score -21051.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20624.886719 Penalty: 553.481934
	Iteration 0F: 3 clusters Score -20624.89 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20914.605469 Penalty: 553.481934
	Iteration 1F: 3 clusters Score -20914.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21065.349609 Penalty: 553.481934
	Iteration 2F: 3 clusters Score -21065.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21123.355469 Penalty: 553.481934
	Iteration 3F: 3 clusters Score -21123.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21156.339844 Penalty: 553.481934
	Iteration 4F: 3 clusters Score -21156.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21189.378906 Penalty: 553.481934
	Iteration 5Q: 3 clusters Score -21189.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21208.062500 Penalty: 553.481934
	Iteration 6Q: 3 clusters Score -21208.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21225.525391 Penalty: 553.481934
	Iteration 7Q: 3 clusters Score -21225.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21241.580078 Penalty: 553.481934
	Iteration 8Q: 3 clusters Score -21241.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21254.730469 Penalty: 553.481934
	Iteration 9Q: 3 clusters Score -21254.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21258.773438 Penalty: 553.481934
	Iteration 10Q: 3 clusters Score -21258.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21259.800781 Penalty: 553.481934
	Iteration 11Q: 3 clusters Score -21259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21262.214844 Penalty: 553.481934
	Iteration 12F: 3 clusters Score -21262.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21273.490234 Penalty: 553.481934
	Iteration 13Q: 3 clusters Score -21273.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21296.201172 Penalty: 553.481934
	Iteration 14Q: 3 clusters Score -21296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21308.503906 Penalty: 553.481934
	Iteration 15Q: 3 clusters Score -21308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21312.328125 Penalty: 553.481934
	Iteration 16Q: 3 clusters Score -21312.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21337.792969 Penalty: 553.481934
	Iteration 17Q: 3 clusters Score -21337.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21353.378906 Penalty: 553.481934
	Iteration 18Q: 3 clusters Score -21353.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21365.494141 Penalty: 553.481934
	Iteration 19Q: 3 clusters Score -21365.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21371.863281 Penalty: 553.481934
	Iteration 20F: 3 clusters Score -21371.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21376.505859 Penalty: 553.481934
	Iteration 21Q: 3 clusters Score -21376.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21379.460938 Penalty: 553.481934
	Iteration 22Q: 3 clusters Score -21379.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21380.876953 Penalty: 553.481934
	Iteration 23Q: 3 clusters Score -21380.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21381.185547 Penalty: 553.481934
	Iteration 24Q: 3 clusters Score -21381.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21382.013672 Penalty: 553.481934
	Iteration 25Q: 3 clusters Score -21382.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21382.968750 Penalty: 553.481934
	Iteration 26Q: 3 clusters Score -21382.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21382.968750 Penalty: 553.481934
	Iteration 27F: 3 clusters Score -21382.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 60736 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Entering Unmasked Estep 
Score: -58174036.000000 Penalty: 30838.527344
Splitting cluster 23 changes total score from -58172316.000000 to -58174036.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 24 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -101572.171875 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -101572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -100268.117188 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -100268.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100707.218750 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -100707.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100786.328125 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -100786.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100844.210938 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -100844.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -100891.820312 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -100891.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -100941.453125 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -100941.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -100986.765625 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -100986.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -101039.796875 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -101039.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -101109.132812 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -101109.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -101151.437500 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -101151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -101184.312500 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -101184.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -101203.218750 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -101203.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -101213.335938 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -101213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -101217.804688 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -101217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -101221.218750 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -101221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -101223.187500 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -101223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -101224.773438 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -101224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -101225.992188 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -101226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -101230.953125 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -101231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -101236.937500 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -101236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -101245.507812 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -101245.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -101252.968750 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -101253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -101257.039062 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -101257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -101262.710938 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -101262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -101266.320312 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -101266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -101267.789062 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -101267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -101267.984375 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -101268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -101268.140625 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -101268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -101268.414062 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -101268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -101268.414062 Penalty: 680.307434
	Iteration 29F: 3 clusters Score -101268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Entering Unmasked Estep 
Score: -3617943.250000 Penalty: 501.150269
	Iteration 0F: 2 clusters Score -3617943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3577050.000000 Penalty: 1002.300537
	Iteration 0F: 3 clusters Score -3577050 nChanged 29418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3595025.750000 Penalty: 1002.300537
	Iteration 1F: 3 clusters Score -3595026 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3595946.500000 Penalty: 1002.300537
	Iteration 2Q: 3 clusters Score -3595946 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3597060.250000 Penalty: 1002.300537
	Iteration 3Q: 3 clusters Score -3597060 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3598419.250000 Penalty: 1002.300537
	Iteration 4Q: 3 clusters Score -3598419 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3600230.500000 Penalty: 1002.300537
	Iteration 5F: 3 clusters Score -3600230 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -3602263.750000 Penalty: 1002.300537
	Iteration 6F: 3 clusters Score -3602264 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -3604516.250000 Penalty: 1002.300537
	Iteration 7F: 3 clusters Score -3604516 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -3606688.500000 Penalty: 1002.300537
	Iteration 8F: 3 clusters Score -3606688 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -3608511.000000 Penalty: 1002.300537
	Iteration 9Q: 3 clusters Score -3608511 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -3609916.500000 Penalty: 1002.300537
	Iteration 10Q: 3 clusters Score -3609916 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -3611081.000000 Penalty: 1002.300537
	Iteration 11Q: 3 clusters Score -3611081 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -3612098.750000 Penalty: 1002.300537
	Iteration 12Q: 3 clusters Score -3612099 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -3613019.500000 Penalty: 1002.300537
	Iteration 13Q: 3 clusters Score -3613020 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -3613908.750000 Penalty: 1002.300537
	Iteration 14Q: 3 clusters Score -3613909 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -3614743.250000 Penalty: 1002.300537
	Iteration 15Q: 3 clusters Score -3614743 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -3615503.250000 Penalty: 1002.300537
	Iteration 16Q: 3 clusters Score -3615503 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -3616141.750000 Penalty: 1002.300537
	Iteration 17Q: 3 clusters Score -3616142 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -3616580.500000 Penalty: 1002.300537
	Iteration 18Q: 3 clusters Score -3616580 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -3616888.000000 Penalty: 1002.300537
	Iteration 19Q: 3 clusters Score -3616888 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -3617122.000000 Penalty: 1002.300537
	Iteration 20F: 3 clusters Score -3617122 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -3617302.250000 Penalty: 1002.300537
	Iteration 21Q: 3 clusters Score -3617302 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -3617423.000000 Penalty: 1002.300537
	Iteration 22Q: 3 clusters Score -3617423 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -3617515.750000 Penalty: 1002.300537
	Iteration 23Q: 3 clusters Score -3617516 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -3617586.750000 Penalty: 1002.300537
	Iteration 24Q: 3 clusters Score -3617587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -3617650.750000 Penalty: 1002.300537
	Iteration 25Q: 3 clusters Score -3617651 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -3617712.000000 Penalty: 1002.300537
	Iteration 26Q: 3 clusters Score -3617712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -3617777.500000 Penalty: 1002.300537
	Iteration 27Q: 3 clusters Score -3617778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -3617821.500000 Penalty: 1002.300537
	Iteration 28Q: 3 clusters Score -3617822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -3617888.750000 Penalty: 1002.300537
	Iteration 29Q: 3 clusters Score -3617889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -3617925.000000 Penalty: 1002.300537
	Iteration 30Q: 3 clusters Score -3617925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -3617948.750000 Penalty: 1002.300537
	Iteration 31Q: 3 clusters Score -3617949 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -3617982.000000 Penalty: 1002.300537
	Iteration 32Q: 3 clusters Score -3617982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -3618016.250000 Penalty: 1002.300537
	Iteration 33Q: 3 clusters Score -3618016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -3618044.250000 Penalty: 1002.300537
	Iteration 34Q: 3 clusters Score -3618044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -3618072.500000 Penalty: 1002.300537
	Iteration 35Q: 3 clusters Score -3618072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -3618097.000000 Penalty: 1002.300537
	Iteration 36Q: 3 clusters Score -3618097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -3618109.750000 Penalty: 1002.300537
	Iteration 37Q: 3 clusters Score -3618110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -3618113.750000 Penalty: 1002.300537
	Iteration 38Q: 3 clusters Score -3618114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -3618120.750000 Penalty: 1002.300537
	Iteration 39Q: 3 clusters Score -3618121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -3618129.000000 Penalty: 1002.300537
	Iteration 40F: 3 clusters Score -3618129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -3618128.000000 Penalty: 1002.300537
	Iteration 41Q: 3 clusters Score -3618128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -3618131.750000 Penalty: 1002.300537
	Iteration 42Q: 3 clusters Score -3618132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -3618139.000000 Penalty: 1002.300537
	Iteration 43Q: 3 clusters Score -3618139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -3618140.250000 Penalty: 1002.300537
	Iteration 44Q: 3 clusters Score -3618140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -3618145.500000 Penalty: 1002.300537
	Iteration 45Q: 3 clusters Score -3618146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -3618142.500000 Penalty: 1002.300537
	Iteration 46Q: 3 clusters Score -3618142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -3618147.500000 Penalty: 1002.300537
	Iteration 47Q: 3 clusters Score -3618148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -3618151.500000 Penalty: 1002.300537
	Iteration 48Q: 3 clusters Score -3618152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -3618154.250000 Penalty: 1002.300537
	Iteration 49Q: 3 clusters Score -3618154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -3618160.000000 Penalty: 1002.300537
	Iteration 50Q: 3 clusters Score -3618160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -3618156.750000 Penalty: 1002.300537
	Iteration 51Q: 3 clusters Score -3618157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -3618158.500000 Penalty: 1002.300537
	Iteration 52Q: 3 clusters Score -3618158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -3618159.500000 Penalty: 1002.300537
	Iteration 53Q: 3 clusters Score -3618160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -3618160.750000 Penalty: 1002.300537
	Iteration 54Q: 3 clusters Score -3618161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -3618162.250000 Penalty: 1002.300537
	Iteration 55Q: 3 clusters Score -3618162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -3618164.250000 Penalty: 1002.300537
	Iteration 56Q: 3 clusters Score -3618164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -3618165.250000 Penalty: 1002.300537
	Iteration 57Q: 3 clusters Score -3618165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -3618162.500000 Penalty: 1002.300537
	Iteration 58Q: 3 clusters Score -3618162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -3618163.250000 Penalty: 1002.300537
	Iteration 59Q: 3 clusters Score -3618163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -3618166.500000 Penalty: 1002.300537
	Iteration 60F: 3 clusters Score -3618166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Entering Unmasked Estep 
Score: -58174036.000000 Penalty: 31467.884766
Splitting cluster 25 changes total score from -58172316.000000 to -58174036.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 26 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -77151.734375 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -77151.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -76112.960938 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -76112.96 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -76776.039062 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -76776.04 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -77024.914062 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -77024.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -77255.304688 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -77255.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -77510.359375 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -77510.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -77699.507812 Penalty: 658.964355
	Iteration 5F: 3 clusters Score -77699.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -77745.085938 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -77745.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -77758.820312 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -77758.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77764.476562 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -77764.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77770.375000 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -77770.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -77773.710938 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -77773.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -77774.140625 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -77774.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -77776.187500 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -77776.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -77777.492188 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -77777.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -77779.085938 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -77779.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -77780.507812 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -77780.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -77781.359375 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -77781.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77781.921875 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -77781.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77782.554688 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -77782.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77783.078125 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -77783.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77783.765625 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -77783.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77783.648438 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -77783.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77784.546875 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -77784.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -77783.695312 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -77783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -77784.445312 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -77784.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -77785.343750 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -77785.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -77784.546875 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -77784.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -77784.546875 Penalty: 658.964355
	Iteration 27F: 3 clusters Score -77784.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Entering Unmasked Estep 
Score: -58174300.000000 Penalty: 32097.242188
Splitting cluster 26 changes total score from -58172316.000000 to -58174300.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -117751.226562 Penalty: 351.119232
	Iteration 0F: 2 clusters Score -117751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -116186.820312 Penalty: 702.238464
	Iteration 0F: 3 clusters Score -116186.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -116876.570312 Penalty: 702.238464
	Iteration 1F: 3 clusters Score -116876.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117101.468750 Penalty: 702.238464
	Iteration 2F: 3 clusters Score -117101.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -117285.937500 Penalty: 702.238464
	Iteration 3F: 3 clusters Score -117285.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -117408.554688 Penalty: 702.238464
	Iteration 4F: 3 clusters Score -117408.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -117503.179688 Penalty: 702.238464
	Iteration 5Q: 3 clusters Score -117503.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -117563.882812 Penalty: 702.238464
	Iteration 6Q: 3 clusters Score -117563.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -117601.539062 Penalty: 702.238464
	Iteration 7Q: 3 clusters Score -117601.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -117620.179688 Penalty: 702.238464
	Iteration 8Q: 3 clusters Score -117620.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -117642.171875 Penalty: 702.238464
	Iteration 9Q: 3 clusters Score -117642.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117654.515625 Penalty: 702.238464
	Iteration 10Q: 3 clusters Score -117654.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -117659.945312 Penalty: 702.238464
	Iteration 11Q: 3 clusters Score -117659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -117662.671875 Penalty: 702.238464
	Iteration 12Q: 3 clusters Score -117662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -117665.234375 Penalty: 702.238464
	Iteration 13Q: 3 clusters Score -117665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -117672.679688 Penalty: 702.238464
	Iteration 14Q: 3 clusters Score -117672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -117679.195312 Penalty: 702.238464
	Iteration 15Q: 3 clusters Score -117679.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117686.515625 Penalty: 702.238464
	Iteration 16Q: 3 clusters Score -117686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117695.757812 Penalty: 702.238464
	Iteration 17Q: 3 clusters Score -117695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117703.578125 Penalty: 702.238464
	Iteration 18Q: 3 clusters Score -117703.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -117710.054688 Penalty: 702.238464
	Iteration 19Q: 3 clusters Score -117710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117715.601562 Penalty: 702.238464
	Iteration 20F: 3 clusters Score -117715.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -117722.578125 Penalty: 702.238464
	Iteration 21Q: 3 clusters Score -117722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117727.273438 Penalty: 702.238464
	Iteration 22Q: 3 clusters Score -117727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117730.031250 Penalty: 702.238464
	Iteration 23Q: 3 clusters Score -117730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -117731.046875 Penalty: 702.238464
	Iteration 24Q: 3 clusters Score -117731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117732.578125 Penalty: 702.238464
	Iteration 25Q: 3 clusters Score -117732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117734.265625 Penalty: 702.238464
	Iteration 26Q: 3 clusters Score -117734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117737.570312 Penalty: 702.238464
	Iteration 27Q: 3 clusters Score -117737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117740.257812 Penalty: 702.238464
	Iteration 28Q: 3 clusters Score -117740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117741.007812 Penalty: 702.238464
	Iteration 29Q: 3 clusters Score -117741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117741.757812 Penalty: 702.238464
	Iteration 30Q: 3 clusters Score -117741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117742.937500 Penalty: 702.238464
	Iteration 31Q: 3 clusters Score -117742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117743.851562 Penalty: 702.238464
	Iteration 32Q: 3 clusters Score -117743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117744.367188 Penalty: 702.238464
	Iteration 33Q: 3 clusters Score -117744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117744.515625 Penalty: 702.238464
	Iteration 34Q: 3 clusters Score -117744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117744.625000 Penalty: 702.238464
	Iteration 35Q: 3 clusters Score -117744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117744.695312 Penalty: 702.238464
	Iteration 36Q: 3 clusters Score -117744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117745.109375 Penalty: 702.238464
	Iteration 37Q: 3 clusters Score -117745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117744.906250 Penalty: 702.238464
	Iteration 38Q: 3 clusters Score -117744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117745.132812 Penalty: 702.238464
	Iteration 39Q: 3 clusters Score -117745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117745.468750 Penalty: 702.238464
	Iteration 40F: 3 clusters Score -117745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117746.289062 Penalty: 702.238464
	Iteration 41Q: 3 clusters Score -117746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117746.429688 Penalty: 702.238464
	Iteration 42Q: 3 clusters Score -117746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117746.640625 Penalty: 702.238464
	Iteration 43Q: 3 clusters Score -117746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117746.640625 Penalty: 702.238464
	Iteration 44F: 3 clusters Score -117746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -153966.140625 Penalty: 358.179382
	Iteration 0F: 2 clusters Score -153966.1 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 1308 members 
Entering Unmasked Estep 
Score: -152118.968750 Penalty: 716.358765
	Iteration 0F: 3 clusters Score -152119 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -152794.281250 Penalty: 716.358765
	Iteration 1F: 3 clusters Score -152794.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -152875.953125 Penalty: 716.358765
	Iteration 2F: 3 clusters Score -152876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152972.921875 Penalty: 716.358765
	Iteration 3F: 3 clusters Score -152972.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -153108.203125 Penalty: 716.358765
	Iteration 4F: 3 clusters Score -153108.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153250.140625 Penalty: 716.358765
	Iteration 5F: 3 clusters Score -153250.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -153362.421875 Penalty: 716.358765
	Iteration 6F: 3 clusters Score -153362.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153443.593750 Penalty: 716.358765
	Iteration 7Q: 3 clusters Score -153443.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153503.781250 Penalty: 716.358765
	Iteration 8Q: 3 clusters Score -153503.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153560.812500 Penalty: 716.358765
	Iteration 9Q: 3 clusters Score -153560.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -153589.984375 Penalty: 716.358765
	Iteration 10Q: 3 clusters Score -153590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153616.531250 Penalty: 716.358765
	Iteration 11Q: 3 clusters Score -153616.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -153646.765625 Penalty: 716.358765
	Iteration 12Q: 3 clusters Score -153646.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153676.109375 Penalty: 716.358765
	Iteration 13Q: 3 clusters Score -153676.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -153703.515625 Penalty: 716.358765
	Iteration 14Q: 3 clusters Score -153703.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -153726.812500 Penalty: 716.358765
	Iteration 15Q: 3 clusters Score -153726.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -153744.562500 Penalty: 716.358765
	Iteration 16Q: 3 clusters Score -153744.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -153758.578125 Penalty: 716.358765
	Iteration 17Q: 3 clusters Score -153758.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153764.984375 Penalty: 716.358765
	Iteration 18Q: 3 clusters Score -153765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -153766.765625 Penalty: 716.358765
	Iteration 19Q: 3 clusters Score -153766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153768.250000 Penalty: 716.358765
	Iteration 20F: 3 clusters Score -153768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153771.234375 Penalty: 716.358765
	Iteration 21Q: 3 clusters Score -153771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153771.937500 Penalty: 716.358765
	Iteration 22Q: 3 clusters Score -153771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153771.937500 Penalty: 716.358765
	Iteration 23F: 3 clusters Score -153771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -20852.240234 Penalty: 276.844727
	Iteration 0F: 2 clusters Score -20852.24 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 196 members 
Entering Unmasked Estep 
Score: -20422.257812 Penalty: 553.689453
	Iteration 0F: 3 clusters Score -20422.26 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20670.748047 Penalty: 553.689453
	Iteration 1F: 3 clusters Score -20670.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20762.761719 Penalty: 553.689453
	Iteration 2F: 3 clusters Score -20762.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20830.275391 Penalty: 553.689453
	Iteration 3F: 3 clusters Score -20830.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20861.449219 Penalty: 553.689453
	Iteration 4F: 3 clusters Score -20861.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20870.195312 Penalty: 553.689453
	Iteration 5Q: 3 clusters Score -20870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20876.181641 Penalty: 553.689453
	Iteration 6Q: 3 clusters Score -20876.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20883.623047 Penalty: 553.689453
	Iteration 7Q: 3 clusters Score -20883.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20887.804688 Penalty: 553.689453
	Iteration 8Q: 3 clusters Score -20887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20889.833984 Penalty: 553.689453
	Iteration 9Q: 3 clusters Score -20889.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20893.283203 Penalty: 553.689453
	Iteration 10Q: 3 clusters Score -20893.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20895.386719 Penalty: 553.689453
	Iteration 11Q: 3 clusters Score -20895.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20895.820312 Penalty: 553.689453
	Iteration 12Q: 3 clusters Score -20895.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20898.314453 Penalty: 553.689453
	Iteration 13Q: 3 clusters Score -20898.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20899.619141 Penalty: 553.689453
	Iteration 14Q: 3 clusters Score -20899.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20906.066406 Penalty: 553.689453
	Iteration 15Q: 3 clusters Score -20906.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20910.611328 Penalty: 553.689453
	Iteration 16Q: 3 clusters Score -20910.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20914.123047 Penalty: 553.689453
	Iteration 17Q: 3 clusters Score -20914.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20920.318359 Penalty: 553.689453
	Iteration 18Q: 3 clusters Score -20920.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20923.208984 Penalty: 553.689453
	Iteration 19Q: 3 clusters Score -20923.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20923.865234 Penalty: 553.689453
	Iteration 20F: 3 clusters Score -20923.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20924.451172 Penalty: 553.689453
	Iteration 21Q: 3 clusters Score -20924.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20924.451172 Penalty: 553.689453
	Iteration 22F: 3 clusters Score -20924.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Entering Unmasked Estep 
Score: -58174020.000000 Penalty: 32726.599609
Splitting cluster 29 changes total score from -58172316.000000 to -58174020.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -46201.285156 Penalty: 303.288605
	Iteration 0F: 2 clusters Score -46201.29 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 400 members 
Entering Unmasked Estep 
Score: -45594.156250 Penalty: 606.577209
	Iteration 0F: 3 clusters Score -45594.16 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45972.664062 Penalty: 606.577209
	Iteration 1F: 3 clusters Score -45972.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46099.753906 Penalty: 606.577209
	Iteration 2F: 3 clusters Score -46099.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46152.085938 Penalty: 606.577209
	Iteration 3F: 3 clusters Score -46152.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46183.367188 Penalty: 606.577209
	Iteration 4Q: 3 clusters Score -46183.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46196.859375 Penalty: 606.577209
	Iteration 5Q: 3 clusters Score -46196.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46202.773438 Penalty: 606.577209
	Iteration 6Q: 3 clusters Score -46202.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46206.425781 Penalty: 606.577209
	Iteration 7Q: 3 clusters Score -46206.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46208.378906 Penalty: 606.577209
	Iteration 8Q: 3 clusters Score -46208.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46209.824219 Penalty: 606.577209
	Iteration 9Q: 3 clusters Score -46209.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46210.539062 Penalty: 606.577209
	Iteration 10Q: 3 clusters Score -46210.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46210.625000 Penalty: 606.577209
	Iteration 11Q: 3 clusters Score -46210.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46210.625000 Penalty: 606.577209
	Iteration 12F: 3 clusters Score -46210.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Entering Unmasked Estep 
Score: -58173716.000000 Penalty: 33355.957031
Splitting cluster 30 changes total score from -58172316.000000 to -58173716.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -13228.630859 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -13228.63 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 233 members 
Entering Unmasked Estep 
Score: -12863.354492 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -12863.35 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13216.274414 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -13216.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13330.646484 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -13330.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13370.925781 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -13370.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13381.575195 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -13381.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13391.193359 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -13391.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13398.496094 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -13398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13401.067383 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -13401.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13401.238281 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -13401.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13401.238281 Penalty: 552.226746
	Iteration 9F: 3 clusters Score -13401.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Entering Unmasked Estep 
Score: -58173520.000000 Penalty: 33985.316406
Splitting cluster 31 changes total score from -58172316.000000 to -58173520.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -118656.148438 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -118656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -117190.750000 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -117190.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -118096.609375 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -118096.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119078.390625 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -119078.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -119678.546875 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -119678.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119871.554688 Penalty: 694.636597
	Iteration 4F: 3 clusters Score -119871.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119898.265625 Penalty: 694.636597
	Iteration 5Q: 3 clusters Score -119898.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -119922.796875 Penalty: 694.636597
	Iteration 6Q: 3 clusters Score -119922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -119945.109375 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -119945.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -119968.476562 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -119968.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119999.796875 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -119999.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120041.882812 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -120041.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120088.164062 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -120088.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120131.632812 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -120131.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -120185.375000 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -120185.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -120248.109375 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -120248.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120308.351562 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -120308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -120364.867188 Penalty: 694.636597
	Iteration 16Q: 3 clusters Score -120364.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120445.398438 Penalty: 694.636597
	Iteration 17Q: 3 clusters Score -120445.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120484.984375 Penalty: 694.636597
	Iteration 18Q: 3 clusters Score -120485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -120503.687500 Penalty: 694.636597
	Iteration 19Q: 3 clusters Score -120503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120521.914062 Penalty: 694.636597
	Iteration 20F: 3 clusters Score -120521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120530.773438 Penalty: 694.636597
	Iteration 21Q: 3 clusters Score -120530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120532.679688 Penalty: 694.636597
	Iteration 22Q: 3 clusters Score -120532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120532.945312 Penalty: 694.636597
	Iteration 23Q: 3 clusters Score -120532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120532.859375 Penalty: 694.636597
	Iteration 24Q: 3 clusters Score -120532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120533.601562 Penalty: 694.636597
	Iteration 25Q: 3 clusters Score -120533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120534.140625 Penalty: 694.636597
	Iteration 26Q: 3 clusters Score -120534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120534.117188 Penalty: 694.636597
	Iteration 27Q: 3 clusters Score -120534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120534.117188 Penalty: 694.636597
	Iteration 28F: 3 clusters Score -120534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 1975 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Entering Unmasked Estep 
Score: -58175128.000000 Penalty: 34614.671875
Splitting cluster 32 changes total score from -58172316.000000 to -58175128.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -119215.375000 Penalty: 345.268738
	Iteration 0F: 2 clusters Score -119215.4 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 974 members 
Entering Unmasked Estep 
Score: -117793.843750 Penalty: 690.537476
	Iteration 0F: 3 clusters Score -117793.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -118428.093750 Penalty: 690.537476
	Iteration 1F: 3 clusters Score -118428.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -118601.265625 Penalty: 690.537476
	Iteration 2F: 3 clusters Score -118601.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118800.218750 Penalty: 690.537476
	Iteration 3F: 3 clusters Score -118800.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -118957.109375 Penalty: 690.537476
	Iteration 4F: 3 clusters Score -118957.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -119033.828125 Penalty: 690.537476
	Iteration 5F: 3 clusters Score -119033.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -119080.312500 Penalty: 690.537476
	Iteration 6Q: 3 clusters Score -119080.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -119125.203125 Penalty: 690.537476
	Iteration 7Q: 3 clusters Score -119125.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119169.593750 Penalty: 690.537476
	Iteration 8Q: 3 clusters Score -119169.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -119197.882812 Penalty: 690.537476
	Iteration 9Q: 3 clusters Score -119197.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -119219.632812 Penalty: 690.537476
	Iteration 10Q: 3 clusters Score -119219.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -119242.359375 Penalty: 690.537476
	Iteration 11Q: 3 clusters Score -119242.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119262.437500 Penalty: 690.537476
	Iteration 12Q: 3 clusters Score -119262.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -119276.179688 Penalty: 690.537476
	Iteration 13Q: 3 clusters Score -119276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -119284.773438 Penalty: 690.537476
	Iteration 14Q: 3 clusters Score -119284.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119291.781250 Penalty: 690.537476
	Iteration 15Q: 3 clusters Score -119291.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -119296.656250 Penalty: 690.537476
	Iteration 16Q: 3 clusters Score -119296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -119306.593750 Penalty: 690.537476
	Iteration 17Q: 3 clusters Score -119306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -119313.562500 Penalty: 690.537476
	Iteration 18Q: 3 clusters Score -119313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119317.875000 Penalty: 690.537476
	Iteration 19Q: 3 clusters Score -119317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -119326.796875 Penalty: 690.537476
	Iteration 20F: 3 clusters Score -119326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119333.742188 Penalty: 690.537476
	Iteration 21Q: 3 clusters Score -119333.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119340.484375 Penalty: 690.537476
	Iteration 22Q: 3 clusters Score -119340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -119344.554688 Penalty: 690.537476
	Iteration 23Q: 3 clusters Score -119344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -119346.726562 Penalty: 690.537476
	Iteration 24Q: 3 clusters Score -119346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -119348.398438 Penalty: 690.537476
	Iteration 25Q: 3 clusters Score -119348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -119349.515625 Penalty: 690.537476
	Iteration 26Q: 3 clusters Score -119349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119350.281250 Penalty: 690.537476
	Iteration 27Q: 3 clusters Score -119350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -119350.718750 Penalty: 690.537476
	Iteration 28Q: 3 clusters Score -119350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119351.828125 Penalty: 690.537476
	Iteration 29Q: 3 clusters Score -119351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119353.015625 Penalty: 690.537476
	Iteration 30Q: 3 clusters Score -119353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -119353.875000 Penalty: 690.537476
	Iteration 31Q: 3 clusters Score -119353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -119354.765625 Penalty: 690.537476
	Iteration 32Q: 3 clusters Score -119354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119355.835938 Penalty: 690.537476
	Iteration 33Q: 3 clusters Score -119355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -119356.468750 Penalty: 690.537476
	Iteration 34Q: 3 clusters Score -119356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -119356.820312 Penalty: 690.537476
	Iteration 35Q: 3 clusters Score -119356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119356.914062 Penalty: 690.537476
	Iteration 36Q: 3 clusters Score -119356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -119357.445312 Penalty: 690.537476
	Iteration 37Q: 3 clusters Score -119357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119358.039062 Penalty: 690.537476
	Iteration 38Q: 3 clusters Score -119358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -119360.640625 Penalty: 690.537476
	Iteration 39Q: 3 clusters Score -119360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -119365.226562 Penalty: 690.537476
	Iteration 40F: 3 clusters Score -119365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -119367.039062 Penalty: 690.537476
	Iteration 41Q: 3 clusters Score -119367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119367.742188 Penalty: 690.537476
	Iteration 42Q: 3 clusters Score -119367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -119369.085938 Penalty: 690.537476
	Iteration 43Q: 3 clusters Score -119369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -119369.828125 Penalty: 690.537476
	Iteration 44Q: 3 clusters Score -119369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119370.132812 Penalty: 690.537476
	Iteration 45Q: 3 clusters Score -119370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -119370.101562 Penalty: 690.537476
	Iteration 46Q: 3 clusters Score -119370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -119370.101562 Penalty: 690.537476
	Iteration 47F: 3 clusters Score -119370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Entering Unmasked Estep 
Score: -58175088.000000 Penalty: 35244.031250
Splitting cluster 33 changes total score from -58172316.000000 to -58175088.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 34 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -349734.906250 Penalty: 395.385956
	Iteration 0F: 2 clusters Score -349734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -345716.406250 Penalty: 790.771912
	Iteration 0F: 3 clusters Score -345716.4 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -347206.187500 Penalty: 790.771912
	Iteration 1F: 3 clusters Score -347206.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -347345.875000 Penalty: 790.771912
	Iteration 2F: 3 clusters Score -347345.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -347490.500000 Penalty: 790.771912
	Iteration 3Q: 3 clusters Score -347490.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -347687.093750 Penalty: 790.771912
	Iteration 4F: 3 clusters Score -347687.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -347932.281250 Penalty: 790.771912
	Iteration 5F: 3 clusters Score -347932.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -348201.718750 Penalty: 790.771912
	Iteration 6F: 3 clusters Score -348201.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -348411.593750 Penalty: 790.771912
	Iteration 7F: 3 clusters Score -348411.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -348529.093750 Penalty: 790.771912
	Iteration 8Q: 3 clusters Score -348529.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348597.062500 Penalty: 790.771912
	Iteration 9Q: 3 clusters Score -348597.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -348645.093750 Penalty: 790.771912
	Iteration 10Q: 3 clusters Score -348645.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -348680.468750 Penalty: 790.771912
	Iteration 11Q: 3 clusters Score -348680.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -348717.843750 Penalty: 790.771912
	Iteration 12Q: 3 clusters Score -348717.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -348759.843750 Penalty: 790.771912
	Iteration 13Q: 3 clusters Score -348759.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -348798.156250 Penalty: 790.771912
	Iteration 14Q: 3 clusters Score -348798.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348831.687500 Penalty: 790.771912
	Iteration 15Q: 3 clusters Score -348831.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -348861.781250 Penalty: 790.771912
	Iteration 16Q: 3 clusters Score -348861.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348899.250000 Penalty: 790.771912
	Iteration 17Q: 3 clusters Score -348899.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -348933.937500 Penalty: 790.771912
	Iteration 18Q: 3 clusters Score -348933.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -348980.843750 Penalty: 790.771912
	Iteration 19Q: 3 clusters Score -348980.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -349026.093750 Penalty: 790.771912
	Iteration 20F: 3 clusters Score -349026.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -349061.968750 Penalty: 790.771912
	Iteration 21Q: 3 clusters Score -349062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -349090.656250 Penalty: 790.771912
	Iteration 22Q: 3 clusters Score -349090.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -349114.781250 Penalty: 790.771912
	Iteration 23Q: 3 clusters Score -349114.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -349144.250000 Penalty: 790.771912
	Iteration 24Q: 3 clusters Score -349144.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -349181.781250 Penalty: 790.771912
	Iteration 25Q: 3 clusters Score -349181.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -349214.656250 Penalty: 790.771912
	Iteration 26Q: 3 clusters Score -349214.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -349246.531250 Penalty: 790.771912
	Iteration 27Q: 3 clusters Score -349246.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -349269.968750 Penalty: 790.771912
	Iteration 28Q: 3 clusters Score -349270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -349287.312500 Penalty: 790.771912
	Iteration 29Q: 3 clusters Score -349287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -349306.500000 Penalty: 790.771912
	Iteration 30Q: 3 clusters Score -349306.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -349323.031250 Penalty: 790.771912
	Iteration 31Q: 3 clusters Score -349323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -349332.500000 Penalty: 790.771912
	Iteration 32Q: 3 clusters Score -349332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -349343.343750 Penalty: 790.771912
	Iteration 33Q: 3 clusters Score -349343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -349351.187500 Penalty: 790.771912
	Iteration 34Q: 3 clusters Score -349351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -349353.375000 Penalty: 790.771912
	Iteration 35Q: 3 clusters Score -349353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -349355.875000 Penalty: 790.771912
	Iteration 36Q: 3 clusters Score -349355.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -349361.781250 Penalty: 790.771912
	Iteration 37Q: 3 clusters Score -349361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -349367.125000 Penalty: 790.771912
	Iteration 38Q: 3 clusters Score -349367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -349370.593750 Penalty: 790.771912
	Iteration 39Q: 3 clusters Score -349370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -349373.593750 Penalty: 790.771912
	Iteration 40F: 3 clusters Score -349373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -349378.343750 Penalty: 790.771912
	Iteration 41Q: 3 clusters Score -349378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -349382.562500 Penalty: 790.771912
	Iteration 42Q: 3 clusters Score -349382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -349386.187500 Penalty: 790.771912
	Iteration 43Q: 3 clusters Score -349386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -349387.343750 Penalty: 790.771912
	Iteration 44Q: 3 clusters Score -349387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -349387.906250 Penalty: 790.771912
	Iteration 45Q: 3 clusters Score -349387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -349388.687500 Penalty: 790.771912
	Iteration 46Q: 3 clusters Score -349388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -349388.937500 Penalty: 790.771912
	Iteration 47Q: 3 clusters Score -349388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -349388.937500 Penalty: 790.771912
	Iteration 48F: 3 clusters Score -349388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -163382.890625 Penalty: 360.264465
	Iteration 0F: 2 clusters Score -163382.9 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 1399 members 
Entering Unmasked Estep 
Score: -161472.500000 Penalty: 720.528931
	Iteration 0F: 3 clusters Score -161472.5 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -162261.765625 Penalty: 720.528931
	Iteration 1F: 3 clusters Score -162261.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -162494.328125 Penalty: 720.528931
	Iteration 2F: 3 clusters Score -162494.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -162723.046875 Penalty: 720.528931
	Iteration 3F: 3 clusters Score -162723 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -162934.281250 Penalty: 720.528931
	Iteration 4F: 3 clusters Score -162934.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -163099.921875 Penalty: 720.528931
	Iteration 5F: 3 clusters Score -163099.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -163234.328125 Penalty: 720.528931
	Iteration 6Q: 3 clusters Score -163234.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -163348.781250 Penalty: 720.528931
	Iteration 7Q: 3 clusters Score -163348.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -163420.562500 Penalty: 720.528931
	Iteration 8Q: 3 clusters Score -163420.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -163464.828125 Penalty: 720.528931
	Iteration 9Q: 3 clusters Score -163464.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -163485.328125 Penalty: 720.528931
	Iteration 10Q: 3 clusters Score -163485.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -163491.406250 Penalty: 720.528931
	Iteration 11Q: 3 clusters Score -163491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -163492.453125 Penalty: 720.528931
	Iteration 12Q: 3 clusters Score -163492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -163494.796875 Penalty: 720.528931
	Iteration 13Q: 3 clusters Score -163494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -163498.656250 Penalty: 720.528931
	Iteration 14Q: 3 clusters Score -163498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -163502.203125 Penalty: 720.528931
	Iteration 15Q: 3 clusters Score -163502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -163504.031250 Penalty: 720.528931
	Iteration 16Q: 3 clusters Score -163504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -163505.750000 Penalty: 720.528931
	Iteration 17Q: 3 clusters Score -163505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -163507.328125 Penalty: 720.528931
	Iteration 18Q: 3 clusters Score -163507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -163507.640625 Penalty: 720.528931
	Iteration 19Q: 3 clusters Score -163507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -163507.781250 Penalty: 720.528931
	Iteration 20F: 3 clusters Score -163507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 2211 members 
Entering Unmasked Estep 
Score: -58174904.000000 Penalty: 35873.386719
Splitting cluster 35 changes total score from -58172316.000000 to -58174904.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -108027.585938 Penalty: 341.499908
	Iteration 0F: 2 clusters Score -108027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -106744.570312 Penalty: 682.999817
	Iteration 0F: 3 clusters Score -106744.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107505.218750 Penalty: 682.999817
	Iteration 1F: 3 clusters Score -107505.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107916.546875 Penalty: 682.999817
	Iteration 2F: 3 clusters Score -107916.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108331.570312 Penalty: 682.999817
	Iteration 3F: 3 clusters Score -108331.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108556.265625 Penalty: 682.999817
	Iteration 4F: 3 clusters Score -108556.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -108642.304688 Penalty: 682.999817
	Iteration 5F: 3 clusters Score -108642.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -108688.039062 Penalty: 682.999817
	Iteration 6Q: 3 clusters Score -108688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -108705.375000 Penalty: 682.999817
	Iteration 7Q: 3 clusters Score -108705.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -108720.757812 Penalty: 682.999817
	Iteration 8Q: 3 clusters Score -108720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -108730.109375 Penalty: 682.999817
	Iteration 9Q: 3 clusters Score -108730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108736.804688 Penalty: 682.999817
	Iteration 10Q: 3 clusters Score -108736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -108744.679688 Penalty: 682.999817
	Iteration 11Q: 3 clusters Score -108744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -108749.000000 Penalty: 682.999817
	Iteration 12Q: 3 clusters Score -108749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -108752.546875 Penalty: 682.999817
	Iteration 13Q: 3 clusters Score -108752.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -108763.914062 Penalty: 682.999817
	Iteration 14Q: 3 clusters Score -108763.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -108783.125000 Penalty: 682.999817
	Iteration 15Q: 3 clusters Score -108783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -108794.078125 Penalty: 682.999817
	Iteration 16Q: 3 clusters Score -108794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -108805.367188 Penalty: 682.999817
	Iteration 17Q: 3 clusters Score -108805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -108814.320312 Penalty: 682.999817
	Iteration 18Q: 3 clusters Score -108814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -108817.992188 Penalty: 682.999817
	Iteration 19Q: 3 clusters Score -108818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -108820.882812 Penalty: 682.999817
	Iteration 20F: 3 clusters Score -108820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -108822.187500 Penalty: 682.999817
	Iteration 21Q: 3 clusters Score -108822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -108823.218750 Penalty: 682.999817
	Iteration 22Q: 3 clusters Score -108823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -108823.398438 Penalty: 682.999817
	Iteration 23Q: 3 clusters Score -108823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -108823.617188 Penalty: 682.999817
	Iteration 24Q: 3 clusters Score -108823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -108823.617188 Penalty: 682.999817
	Iteration 25F: 3 clusters Score -108823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 392 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 2211 members 
Mstep: Class 58 contains 1389 members 
Entering Unmasked Estep 
Score: -58175376.000000 Penalty: 36502.746094
Splitting cluster 36 changes total score from -58172316.000000 to -58175376.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 37 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -17429.339844 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -17429.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17091.371094 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -17091.37 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17477.636719 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -17477.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17569.125000 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -17569.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17608.789062 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -17608.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17644.031250 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -17644.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17693.972656 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -17693.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17782.109375 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -17782.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17805.541016 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -17805.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17810.359375 Penalty: 543.384827
	Iteration 8F: 3 clusters Score -17810.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17818.234375 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -17818.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17818.851562 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -17818.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17819.312500 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -17819.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17819.720703 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -17819.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17819.720703 Penalty: 543.384827
	Iteration 13F: 3 clusters Score -17819.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 2211 members 
Mstep: Class 58 contains 1389 members 
Mstep: Class 59 contains 114 members 
Entering Unmasked Estep 
Score: -58175432.000000 Penalty: 37132.101562
Splitting cluster 37 changes total score from -58172316.000000 to -58175432.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 38 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -31022.224609 Penalty: 302.292419
	Iteration 0F: 2 clusters Score -31022.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30457.294922 Penalty: 604.584839
	Iteration 0F: 3 clusters Score -30457.29 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31296.121094 Penalty: 604.584839
	Iteration 1F: 3 clusters Score -31296.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31425.535156 Penalty: 604.584839
	Iteration 2F: 3 clusters Score -31425.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31545.929688 Penalty: 604.584839
	Iteration 3Q: 3 clusters Score -31545.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31580.167969 Penalty: 604.584839
	Iteration 4Q: 3 clusters Score -31580.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -31584.107422 Penalty: 604.584839
	Iteration 5Q: 3 clusters Score -31584.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31587.285156 Penalty: 604.584839
	Iteration 6Q: 3 clusters Score -31587.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31587.285156 Penalty: 604.584839
	Iteration 7F: 3 clusters Score -31587.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 2211 members 
Mstep: Class 58 contains 1389 members 
Mstep: Class 59 contains 114 members 
Mstep: Class 60 contains 390 members 
Entering Unmasked Estep 
Score: -58175664.000000 Penalty: 37761.460938
Splitting cluster 38 changes total score from -58172316.000000 to -58175664.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 39 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -55946.457031 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -55946.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -55112.984375 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -55112.98 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55856.296875 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -55856.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -56125.660156 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -56125.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -56171.839844 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -56171.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -56265.601562 Penalty: 637.444275
	Iteration 4Q: 3 clusters Score -56265.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -56281.050781 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -56281.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -56299.371094 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -56299.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -56310.253906 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -56310.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -56316.597656 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -56316.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -56357.226562 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -56357.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -56383.371094 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -56383.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -56396.593750 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -56396.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -56443.191406 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -56443.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -56476.351562 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -56476.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -56519.488281 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -56519.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -56566.839844 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -56566.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -56586.878906 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -56586.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -56595.750000 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -56595.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -56592.753906 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -56592.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -56597.066406 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -56597.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56616.179688 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -56616.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -56619.617188 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -56619.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -56619.636719 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -56619.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -56605.289062 Penalty: 637.444275
	Iteration 23Q: 3 clusters Score -56605.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -56623.722656 Penalty: 637.444275
	Iteration 24Q: 3 clusters Score -56623.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -56618.472656 Penalty: 637.444275
	Iteration 25Q: 3 clusters Score -56618.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -56618.472656 Penalty: 637.444275
	Iteration 26F: 3 clusters Score -56618.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 556 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 655 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 3664 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 285 members 
Mstep: Class 50 contains 59398 members 
Mstep: Class 51 contains 871 members 
Mstep: Class 52 contains 258 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 272 members 
Mstep: Class 55 contains 785 members 
Mstep: Class 56 contains 1074 members 
Mstep: Class 57 contains 2211 members 
Mstep: Class 58 contains 1389 members 
Mstep: Class 59 contains 114 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 698 members 
Entering Unmasked Estep 
Score: -58176016.000000 Penalty: 38390.820312
Splitting cluster 39 changes total score from -58172316.000000 to -58176016.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 40 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -39535.121094 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -39535.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38916.183594 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -38916.18 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39071.449219 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -39071.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39118.343750 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -39118.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39150.234375 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -39150.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39168.121094 Penalty: 594.044189
	Iteration 4Q: 3 clusters Score -39168.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39177.656250 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -39177.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39183.085938 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -39183.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39186.457031 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -39186.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39190.421875 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -39190.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39195.988281 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -39195.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39200.359375 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -39200.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39204.656250 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -39204.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39211.015625 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -39211.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39213.550781 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -39213.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39214.265625 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -39214.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39215.214844 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -39215.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39217.699219 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -39217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39218.828125 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -39218.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39219.062500 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -39219.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39219.550781 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -39219.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39219.820312 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -39219.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 114345 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 124804 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 226903 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 16195 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 124965 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142787 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 160 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58177672.000000 Penalty: 38390.820312
Iteration 119Q: 62 clusters Score -5.817767e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17534 members 
Mstep: Class 3 contains 8600 members 
Mstep: Class 4 contains 114390 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 125425 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 226605 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 16202 members 
Mstep: Class 14 contains 73003 members 
Mstep: Class 15 contains 125118 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 142699 members 
Mstep: Class 20 contains 30274 members 
Mstep: Class 21 contains 32177 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 158 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 26 contains 523 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 173 members 
Mstep: Class 32 contains 1276 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 5943 members 
Mstep: Class 35 contains 574 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 416 members 
Mstep: Class 42 contains 553 members 
Mstep: Class 43 contains 435 members 
Mstep: Class 44 contains 266 members 
Mstep: Class 45 contains 629 members 
Mstep: Class 46 contains 264 members 
Mstep: Class 47 contains 3571 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 291 members 
Mstep: Class 50 contains 58107 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 242 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 269 members 
Mstep: Class 55 contains 807 members 
Mstep: Class 56 contains 1061 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 1379 members 
Mstep: Class 59 contains 114 members 
Mstep: Class 60 contains 371 members 
Mstep: Class 61 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58179888.000000 Penalty: 38390.820312
Iteration 120F: 62 clusters Score -5.817989e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17516 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 114300 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 125880 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 369 members 
Mstep: Class 11 contains 226388 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 73001 members 
Mstep: Class 15 contains 124924 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 30042 members 
Mstep: Class 21 contains 32520 members 
Mstep: Class 22 contains 192 members 
Mstep: Class 23 contains 159 members 
Mstep: Class 24 contains 1771 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 2235 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1271 members 
Mstep: Class 33 contains 899 members 
Mstep: Class 34 contains 5944 members 
Mstep: Class 35 contains 591 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 294 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 685 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 637 members 
Mstep: Class 46 contains 273 members 
Mstep: Class 47 contains 3668 members 
Mstep: Class 48 contains 154 members 
Mstep: Class 49 contains 291 members 
Mstep: Class 50 contains 57699 members 
Mstep: Class 51 contains 891 members 
Mstep: Class 52 contains 232 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 288 members 
Mstep: Class 55 contains 812 members 
Mstep: Class 56 contains 1059 members 
Mstep: Class 57 contains 2182 members 
Mstep: Class 58 contains 1374 members 
Mstep: Class 59 contains 123 members 
Mstep: Class 60 contains 379 members 
Mstep: Class 61 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58180952.000000 Penalty: 38390.820312
Iteration 121Q: 62 clusters Score -5.818095e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8611 members 
Mstep: Class 4 contains 114173 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 126264 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 226179 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 73001 members 
Mstep: Class 15 contains 124704 members 
Mstep: Class 16 contains 812 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142484 members 
Mstep: Class 20 contains 29792 members 
Mstep: Class 21 contains 32908 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 163 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 2219 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 1268 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 5945 members 
Mstep: Class 35 contains 606 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 378 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 451 members 
Mstep: Class 42 contains 570 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 648 members 
Mstep: Class 46 contains 267 members 
Mstep: Class 47 contains 3746 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 292 members 
Mstep: Class 50 contains 57445 members 
Mstep: Class 51 contains 904 members 
Mstep: Class 52 contains 226 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 820 members 
Mstep: Class 56 contains 1057 members 
Mstep: Class 57 contains 2163 members 
Mstep: Class 58 contains 1370 members 
Mstep: Class 59 contains 122 members 
Mstep: Class 60 contains 382 members 
Mstep: Class 61 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58181976.000000 Penalty: 38390.820312
Iteration 122Q: 62 clusters Score -5.818198e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 8610 members 
Mstep: Class 4 contains 114078 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 126593 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 225956 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 16181 members 
Mstep: Class 14 contains 73000 members 
Mstep: Class 15 contains 124478 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142327 members 
Mstep: Class 20 contains 29537 members 
Mstep: Class 21 contains 33339 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 2657 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 894 members 
Mstep: Class 34 contains 5947 members 
Mstep: Class 35 contains 618 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 406 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 666 members 
Mstep: Class 46 contains 268 members 
Mstep: Class 47 contains 3800 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 294 members 
Mstep: Class 50 contains 57222 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 221 members 
Mstep: Class 53 contains 203 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1057 members 
Mstep: Class 57 contains 2145 members 
Mstep: Class 58 contains 1367 members 
Mstep: Class 59 contains 123 members 
Mstep: Class 60 contains 385 members 
Mstep: Class 61 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183008.000000 Penalty: 38390.820312
Iteration 123Q: 62 clusters Score -5.818301e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17459 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 113975 members 
Mstep: Class 5 contains 4288 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 126837 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 374 members 
Mstep: Class 11 contains 225742 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 16156 members 
Mstep: Class 14 contains 73003 members 
Mstep: Class 15 contains 124250 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142189 members 
Mstep: Class 20 contains 29291 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 196 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5947 members 
Mstep: Class 35 contains 635 members 
Mstep: Class 36 contains 408 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 373 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 578 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 677 members 
Mstep: Class 46 contains 269 members 
Mstep: Class 47 contains 3847 members 
Mstep: Class 48 contains 150 members 
Mstep: Class 49 contains 297 members 
Mstep: Class 50 contains 57072 members 
Mstep: Class 51 contains 939 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 201 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 821 members 
Mstep: Class 56 contains 1058 members 
Mstep: Class 57 contains 2128 members 
Mstep: Class 58 contains 1365 members 
Mstep: Class 59 contains 120 members 
Mstep: Class 60 contains 387 members 
Mstep: Class 61 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58183748.000000 Penalty: 38390.820312
Iteration 124Q: 62 clusters Score -5.818375e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 113871 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 785 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 127102 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 375 members 
Mstep: Class 11 contains 225522 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 16106 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 124011 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 142084 members 
Mstep: Class 20 contains 29040 members 
Mstep: Class 21 contains 34210 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5948 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 374 members 
Mstep: Class 39 contains 407 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 581 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 687 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 3894 members 
Mstep: Class 48 contains 153 members 
Mstep: Class 49 contains 296 members 
Mstep: Class 50 contains 56949 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 821 members 
Mstep: Class 56 contains 1058 members 
Mstep: Class 57 contains 2112 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 120 members 
Mstep: Class 60 contains 393 members 
Mstep: Class 61 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184036.000000 Penalty: 38390.820312
Iteration 125Q: 62 clusters Score -5.818404e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17403 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 113835 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 127353 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 377 members 
Mstep: Class 11 contains 225296 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 16060 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 123806 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141924 members 
Mstep: Class 20 contains 28758 members 
Mstep: Class 21 contains 34678 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1786 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2755 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5949 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 584 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 698 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 3946 members 
Mstep: Class 48 contains 159 members 
Mstep: Class 49 contains 295 members 
Mstep: Class 50 contains 56839 members 
Mstep: Class 51 contains 909 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 821 members 
Mstep: Class 56 contains 1058 members 
Mstep: Class 57 contains 2105 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 393 members 
Mstep: Class 61 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184504.000000 Penalty: 38390.820312
Iteration 126Q: 62 clusters Score -5.81845e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17376 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 113791 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 127588 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 225070 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 123653 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141758 members 
Mstep: Class 20 contains 28471 members 
Mstep: Class 21 contains 35153 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5947 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 381 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 587 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 709 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 3989 members 
Mstep: Class 48 contains 164 members 
Mstep: Class 49 contains 294 members 
Mstep: Class 50 contains 56776 members 
Mstep: Class 51 contains 894 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1059 members 
Mstep: Class 57 contains 2094 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184800.000000 Penalty: 38390.820312
Iteration 127Q: 62 clusters Score -5.81848e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17344 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 113756 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 127816 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 375 members 
Mstep: Class 11 contains 224875 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 15953 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 123490 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141577 members 
Mstep: Class 20 contains 28123 members 
Mstep: Class 21 contains 35657 members 
Mstep: Class 22 contains 186 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2782 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5948 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 386 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4037 members 
Mstep: Class 48 contains 166 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56726 members 
Mstep: Class 51 contains 874 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1060 members 
Mstep: Class 57 contains 2090 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 395 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58184968.000000 Penalty: 38390.820312
Iteration 128Q: 62 clusters Score -5.818497e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17314 members 
Mstep: Class 3 contains 8623 members 
Mstep: Class 4 contains 113718 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 127993 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 374 members 
Mstep: Class 11 contains 224678 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 15916 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 123357 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141408 members 
Mstep: Class 20 contains 27775 members 
Mstep: Class 21 contains 36162 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 4134 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 2802 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5951 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4092 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56699 members 
Mstep: Class 51 contains 856 members 
Mstep: Class 52 contains 204 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1061 members 
Mstep: Class 57 contains 2083 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58185224.000000 Penalty: 38390.820312
Iteration 129Q: 62 clusters Score -5.818522e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17285 members 
Mstep: Class 3 contains 8634 members 
Mstep: Class 4 contains 113693 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128126 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 224472 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 123195 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141296 members 
Mstep: Class 20 contains 27410 members 
Mstep: Class 21 contains 36690 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5952 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 591 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4142 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56667 members 
Mstep: Class 51 contains 836 members 
Mstep: Class 52 contains 195 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1063 members 
Mstep: Class 57 contains 2079 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 396 members 
Mstep: Class 61 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58185520.000000 Penalty: 38390.820312
Iteration 130Q: 62 clusters Score -5.818552e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17260 members 
Mstep: Class 3 contains 8643 members 
Mstep: Class 4 contains 113633 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128208 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 224227 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 15874 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 123086 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141203 members 
Mstep: Class 20 contains 27041 members 
Mstep: Class 21 contains 37251 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 215 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 751 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4197 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56644 members 
Mstep: Class 51 contains 823 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 191 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 1064 members 
Mstep: Class 57 contains 2076 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58185864.000000 Penalty: 38390.820312
Iteration 131Q: 62 clusters Score -5.818586e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17230 members 
Mstep: Class 3 contains 8643 members 
Mstep: Class 4 contains 113558 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128304 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 223959 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122986 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141156 members 
Mstep: Class 20 contains 26660 members 
Mstep: Class 21 contains 37853 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2848 members 
Mstep: Class 29 contains 214 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 177 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 893 members 
Mstep: Class 34 contains 5952 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 760 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4251 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56622 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 189 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 820 members 
Mstep: Class 56 contains 1065 members 
Mstep: Class 57 contains 2072 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186228.000000 Penalty: 38390.820312
Iteration 132Q: 62 clusters Score -5.818623e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17209 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 113479 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128380 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 223693 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122935 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141125 members 
Mstep: Class 20 contains 26254 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 891 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 729 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 406 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 762 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56592 members 
Mstep: Class 51 contains 810 members 
Mstep: Class 52 contains 193 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 301 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 1068 members 
Mstep: Class 57 contains 2073 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 395 members 
Mstep: Class 61 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186612.000000 Penalty: 38390.820312
Iteration 133Q: 62 clusters Score -5.818661e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17187 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 113458 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128433 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 223420 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122858 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141063 members 
Mstep: Class 20 contains 25798 members 
Mstep: Class 21 contains 39124 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 2860 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 890 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 731 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 389 members 
Mstep: Class 39 contains 406 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 767 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4377 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56572 members 
Mstep: Class 51 contains 807 members 
Mstep: Class 52 contains 198 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 301 members 
Mstep: Class 55 contains 816 members 
Mstep: Class 56 contains 1069 members 
Mstep: Class 57 contains 2073 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 395 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58186924.000000 Penalty: 38390.820312
Iteration 134Q: 62 clusters Score -5.818692e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17157 members 
Mstep: Class 3 contains 8645 members 
Mstep: Class 4 contains 113451 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128464 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 223154 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 15655 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 122813 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 141022 members 
Mstep: Class 20 contains 25346 members 
Mstep: Class 21 contains 39788 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1793 members 
Mstep: Class 25 contains 5057 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 2865 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1265 members 
Mstep: Class 33 contains 889 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 731 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 777 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4424 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56532 members 
Mstep: Class 51 contains 796 members 
Mstep: Class 52 contains 200 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 301 members 
Mstep: Class 55 contains 812 members 
Mstep: Class 56 contains 1070 members 
Mstep: Class 57 contains 2071 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187288.000000 Penalty: 38390.820312
Iteration 135Q: 62 clusters Score -5.818729e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17134 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 113457 members 
Mstep: Class 5 contains 4473 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128486 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 222867 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 122734 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140992 members 
Mstep: Class 20 contains 24892 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1800 members 
Mstep: Class 25 contains 5159 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 2174 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 214 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 888 members 
Mstep: Class 34 contains 5955 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 394 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4472 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56511 members 
Mstep: Class 51 contains 782 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 301 members 
Mstep: Class 55 contains 809 members 
Mstep: Class 56 contains 1071 members 
Mstep: Class 57 contains 2073 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187468.000000 Penalty: 38390.820312
Iteration 136Q: 62 clusters Score -5.818747e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17117 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 4 contains 113459 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128512 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 222553 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122678 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140959 members 
Mstep: Class 20 contains 24449 members 
Mstep: Class 21 contains 41199 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 2174 members 
Mstep: Class 28 contains 2876 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 182 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5955 members 
Mstep: Class 35 contains 738 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 398 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 791 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4509 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56488 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 803 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2071 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 386 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58187940.000000 Penalty: 38390.820312
Iteration 137Q: 62 clusters Score -5.818794e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17096 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 113440 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128541 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 222254 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 15538 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122631 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140917 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 41895 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 26 contains 523 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2877 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 182 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5957 members 
Mstep: Class 35 contains 743 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 399 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 799 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4549 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56489 members 
Mstep: Class 51 contains 756 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 801 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2070 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 386 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188424.000000 Penalty: 38390.820312
Iteration 138Q: 62 clusters Score -5.818842e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17080 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 113400 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128573 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 221931 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122603 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140888 members 
Mstep: Class 20 contains 23579 members 
Mstep: Class 21 contains 42607 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 5404 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 2169 members 
Mstep: Class 28 contains 2883 members 
Mstep: Class 29 contains 217 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 182 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5959 members 
Mstep: Class 35 contains 750 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 398 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4582 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56485 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 218 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 801 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2071 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 391 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58188800.000000 Penalty: 38390.820312
Iteration 139Q: 62 clusters Score -5.81888e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17064 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 113359 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128601 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 221606 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 14 contains 73008 members 
Mstep: Class 15 contains 122550 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140857 members 
Mstep: Class 20 contains 23152 members 
Mstep: Class 21 contains 43326 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 2892 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5960 members 
Mstep: Class 35 contains 753 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4614 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56501 members 
Mstep: Class 51 contains 739 members 
Mstep: Class 52 contains 223 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 793 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2070 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189400.000000 Penalty: 38390.820312
Iteration 140F: 62 clusters Score -5.81894e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17051 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 113268 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128596 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 221251 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 15466 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122500 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140763 members 
Mstep: Class 20 contains 22733 members 
Mstep: Class 21 contains 44069 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 2163 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 219 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 755 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 397 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 817 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4651 members 
Mstep: Class 48 contains 181 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56508 members 
Mstep: Class 51 contains 737 members 
Mstep: Class 52 contains 227 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 789 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2068 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189808.000000 Penalty: 38390.820312
Iteration 141Q: 62 clusters Score -5.818981e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17036 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 113214 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128596 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 220911 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 73007 members 
Mstep: Class 15 contains 122412 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140653 members 
Mstep: Class 20 contains 22268 members 
Mstep: Class 21 contains 44833 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 5927 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 760 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4703 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56517 members 
Mstep: Class 51 contains 728 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 782 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2067 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190200.000000 Penalty: 38390.820312
Iteration 142Q: 62 clusters Score -5.81902e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17024 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 113146 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128592 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 220568 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 122320 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140589 members 
Mstep: Class 20 contains 21782 members 
Mstep: Class 21 contains 45616 members 
Mstep: Class 22 contains 186 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 6142 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 2917 members 
Mstep: Class 29 contains 228 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 761 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 403 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 834 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4756 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56512 members 
Mstep: Class 51 contains 719 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 782 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2067 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 391 members 
Mstep: Class 61 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190592.000000 Penalty: 38390.820312
Iteration 143Q: 62 clusters Score -5.819059e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17013 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 113085 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128593 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 220154 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 122227 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140539 members 
Mstep: Class 20 contains 21323 members 
Mstep: Class 21 contains 46442 members 
Mstep: Class 22 contains 185 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 6348 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 2922 members 
Mstep: Class 29 contains 230 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 765 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 403 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4808 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56505 members 
Mstep: Class 51 contains 710 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 302 members 
Mstep: Class 55 contains 781 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2068 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58190776.000000 Penalty: 38390.820312
Iteration 144Q: 62 clusters Score -5.819078e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17000 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 113022 members 
Mstep: Class 5 contains 4544 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128588 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 219722 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 15357 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 122147 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140538 members 
Mstep: Class 20 contains 20858 members 
Mstep: Class 21 contains 47288 members 
Mstep: Class 22 contains 183 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 6532 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 2158 members 
Mstep: Class 28 contains 2925 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 843 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4853 members 
Mstep: Class 48 contains 191 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56474 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 779 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2066 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191152.000000 Penalty: 38390.820312
Iteration 145Q: 62 clusters Score -5.819115e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16987 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 112985 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128597 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 219267 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 15333 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 122061 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140533 members 
Mstep: Class 20 contains 20370 members 
Mstep: Class 21 contains 48197 members 
Mstep: Class 22 contains 180 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 2926 members 
Mstep: Class 29 contains 235 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 405 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 842 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4908 members 
Mstep: Class 48 contains 196 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56416 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 777 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2067 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 121 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191580.000000 Penalty: 38390.820312
Iteration 146Q: 62 clusters Score -5.819158e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16974 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 112951 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128613 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 369 members 
Mstep: Class 11 contains 218775 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 15300 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 122014 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140520 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 49102 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 6830 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 2930 members 
Mstep: Class 29 contains 237 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 786 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 842 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 4967 members 
Mstep: Class 48 contains 197 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56330 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 775 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2065 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 122 members 
Mstep: Class 60 contains 387 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192208.000000 Penalty: 38390.820312
Iteration 147Q: 62 clusters Score -5.819221e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16965 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 112915 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128612 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 368 members 
Mstep: Class 11 contains 218308 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 15271 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 121957 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140508 members 
Mstep: Class 20 contains 19493 members 
Mstep: Class 21 contains 49969 members 
Mstep: Class 22 contains 172 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1820 members 
Mstep: Class 25 contains 6945 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 2933 members 
Mstep: Class 29 contains 238 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5962 members 
Mstep: Class 35 contains 798 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5029 members 
Mstep: Class 48 contains 202 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56281 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 774 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2065 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 123 members 
Mstep: Class 60 contains 387 members 
Mstep: Class 61 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192632.000000 Penalty: 38390.820312
Iteration 148Q: 62 clusters Score -5.819263e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16956 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 112848 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 128629 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 217850 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 15 contains 121900 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140502 members 
Mstep: Class 20 contains 19089 members 
Mstep: Class 21 contains 50807 members 
Mstep: Class 22 contains 168 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 7051 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 240 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 816 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 836 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5090 members 
Mstep: Class 48 contains 201 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56260 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2058 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 126 members 
Mstep: Class 60 contains 387 members 
Mstep: Class 61 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193064.000000 Penalty: 38390.820312
Iteration 149Q: 62 clusters Score -5.819306e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16951 members 
Mstep: Class 3 contains 8675 members 
Mstep: Class 4 contains 112789 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128623 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 217404 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 15193 members 
Mstep: Class 14 contains 73005 members 
Mstep: Class 15 contains 121836 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140523 members 
Mstep: Class 20 contains 18689 members 
Mstep: Class 21 contains 51637 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 2939 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5966 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 692 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 839 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5149 members 
Mstep: Class 48 contains 200 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56258 members 
Mstep: Class 51 contains 703 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2053 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193164.000000 Penalty: 38390.820312
Iteration 150Q: 62 clusters Score -5.819316e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16947 members 
Mstep: Class 3 contains 8680 members 
Mstep: Class 4 contains 112738 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128617 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 216975 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 15151 members 
Mstep: Class 14 contains 73004 members 
Mstep: Class 15 contains 121780 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140525 members 
Mstep: Class 20 contains 18271 members 
Mstep: Class 21 contains 52465 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 2940 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5968 members 
Mstep: Class 35 contains 848 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 842 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5200 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56261 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2052 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193608.000000 Penalty: 38390.820312
Iteration 151Q: 62 clusters Score -5.819361e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16945 members 
Mstep: Class 3 contains 8679 members 
Mstep: Class 4 contains 112691 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128615 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 216562 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 15109 members 
Mstep: Class 14 contains 73002 members 
Mstep: Class 15 contains 121707 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140550 members 
Mstep: Class 20 contains 17890 members 
Mstep: Class 21 contains 53250 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 427 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 2939 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5968 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5242 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56250 members 
Mstep: Class 51 contains 708 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2051 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193880.000000 Penalty: 38390.820312
Iteration 152Q: 62 clusters Score -5.819388e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16937 members 
Mstep: Class 3 contains 8677 members 
Mstep: Class 4 contains 112665 members 
Mstep: Class 5 contains 4657 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128611 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 216149 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 15057 members 
Mstep: Class 14 contains 73001 members 
Mstep: Class 15 contains 121657 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140588 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 54026 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 2941 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5972 members 
Mstep: Class 35 contains 865 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 847 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5293 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56230 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2049 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194264.000000 Penalty: 38390.820312
Iteration 153Q: 62 clusters Score -5.819426e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16937 members 
Mstep: Class 3 contains 8677 members 
Mstep: Class 4 contains 112638 members 
Mstep: Class 5 contains 4659 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128603 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 215708 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 72999 members 
Mstep: Class 15 contains 121602 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140598 members 
Mstep: Class 20 contains 17160 members 
Mstep: Class 21 contains 54784 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 7432 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 2943 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5975 members 
Mstep: Class 35 contains 871 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 393 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 849 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5338 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56231 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194724.000000 Penalty: 38390.820312
Iteration 154Q: 62 clusters Score -5.819472e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16936 members 
Mstep: Class 3 contains 8680 members 
Mstep: Class 4 contains 112620 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128580 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 215236 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 73000 members 
Mstep: Class 15 contains 121523 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140631 members 
Mstep: Class 20 contains 16833 members 
Mstep: Class 21 contains 55564 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5979 members 
Mstep: Class 35 contains 876 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 845 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5375 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56233 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195104.000000 Penalty: 38390.820312
Iteration 155Q: 62 clusters Score -5.81951e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16935 members 
Mstep: Class 3 contains 8687 members 
Mstep: Class 4 contains 112626 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128529 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 214751 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 14951 members 
Mstep: Class 14 contains 72998 members 
Mstep: Class 15 contains 121458 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140661 members 
Mstep: Class 20 contains 16488 members 
Mstep: Class 21 contains 56370 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 7576 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5981 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5410 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56232 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2046 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195124.000000 Penalty: 38390.820312
Iteration 156Q: 62 clusters Score -5.819512e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16942 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112649 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128466 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 214291 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 14910 members 
Mstep: Class 14 contains 72994 members 
Mstep: Class 15 contains 121385 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140703 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 57168 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 7650 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 2951 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 847 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5421 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56222 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195188.000000 Penalty: 38390.820312
Iteration 157Q: 62 clusters Score -5.819519e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16948 members 
Mstep: Class 3 contains 8694 members 
Mstep: Class 4 contains 112668 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128407 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 213845 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 72988 members 
Mstep: Class 15 contains 121315 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140734 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 57935 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 7726 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 2957 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5995 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5420 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56196 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195456.000000 Penalty: 38390.820312
Iteration 158Q: 62 clusters Score -5.819546e+07 nChanged 1563
Entering ConstructFrom: 
Score: -58195456.000000 Penalty: 38390.820312
Entering ConstructFrom: 
Trying to split cluster 1 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -24526.357422 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -24526.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24186.408203 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -24186.41 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24413.613281 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -24413.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24515.419922 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -24515.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24612.437500 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -24612.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24653.015625 Penalty: 539.592651
	Iteration 4F: 3 clusters Score -24653.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24677.498047 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -24677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24690.607422 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -24690.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24697.773438 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -24697.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24712.787109 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -24712.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24718.746094 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -24718.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24723.441406 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -24723.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24724.152344 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -24724.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24735.371094 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -24735.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24736.082031 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -24736.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24736.082031 Penalty: 539.592651
	Iteration 14F: 3 clusters Score -24736.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 213411 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Entering Unmasked Estep 
Score: -58195600.000000 Penalty: 39020.175781
Splitting cluster 1 changes total score from -58195456.000000 to -58195600.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 2 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -1028248.687500 Penalty: 443.090790
	Iteration 0F: 2 clusters Score -1028249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1016887.812500 Penalty: 886.181580
	Iteration 0F: 3 clusters Score -1016888 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1021707.625000 Penalty: 886.181580
	Iteration 1F: 3 clusters Score -1021708 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1022073.562500 Penalty: 886.181580
	Iteration 2F: 3 clusters Score -1022074 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1022595.250000 Penalty: 886.181580
	Iteration 3F: 3 clusters Score -1022595 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1023284.812500 Penalty: 886.181580
	Iteration 4F: 3 clusters Score -1023285 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1024118.500000 Penalty: 886.181580
	Iteration 5F: 3 clusters Score -1024118 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1024881.500000 Penalty: 886.181580
	Iteration 6F: 3 clusters Score -1024882 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1025375.000000 Penalty: 886.181580
	Iteration 7Q: 3 clusters Score -1025375 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1025620.375000 Penalty: 886.181580
	Iteration 8Q: 3 clusters Score -1025620 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1025763.437500 Penalty: 886.181580
	Iteration 9Q: 3 clusters Score -1025763 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1025874.562500 Penalty: 886.181580
	Iteration 10Q: 3 clusters Score -1025875 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1025996.937500 Penalty: 886.181580
	Iteration 11Q: 3 clusters Score -1025997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1026146.250000 Penalty: 886.181580
	Iteration 12Q: 3 clusters Score -1026146 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1026303.687500 Penalty: 886.181580
	Iteration 13Q: 3 clusters Score -1026304 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1026456.125000 Penalty: 886.181580
	Iteration 14Q: 3 clusters Score -1026456 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1026596.562500 Penalty: 886.181580
	Iteration 15Q: 3 clusters Score -1026597 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1026741.375000 Penalty: 886.181580
	Iteration 16Q: 3 clusters Score -1026741 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1026910.062500 Penalty: 886.181580
	Iteration 17Q: 3 clusters Score -1026910 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1027089.000000 Penalty: 886.181580
	Iteration 18Q: 3 clusters Score -1027089 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1027267.312500 Penalty: 886.181580
	Iteration 19Q: 3 clusters Score -1027267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1027403.562500 Penalty: 886.181580
	Iteration 20F: 3 clusters Score -1027404 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1027504.187500 Penalty: 886.181580
	Iteration 21Q: 3 clusters Score -1027504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1027579.000000 Penalty: 886.181580
	Iteration 22Q: 3 clusters Score -1027579 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1027640.687500 Penalty: 886.181580
	Iteration 23Q: 3 clusters Score -1027641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1027691.000000 Penalty: 886.181580
	Iteration 24Q: 3 clusters Score -1027691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1027725.125000 Penalty: 886.181580
	Iteration 25Q: 3 clusters Score -1027725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1027751.500000 Penalty: 886.181580
	Iteration 26Q: 3 clusters Score -1027752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1027766.125000 Penalty: 886.181580
	Iteration 27Q: 3 clusters Score -1027766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1027779.062500 Penalty: 886.181580
	Iteration 28Q: 3 clusters Score -1027779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1027791.500000 Penalty: 886.181580
	Iteration 29Q: 3 clusters Score -1027792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1027810.375000 Penalty: 886.181580
	Iteration 30Q: 3 clusters Score -1027810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1027833.000000 Penalty: 886.181580
	Iteration 31Q: 3 clusters Score -1027833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1027850.187500 Penalty: 886.181580
	Iteration 32Q: 3 clusters Score -1027850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1027865.625000 Penalty: 886.181580
	Iteration 33Q: 3 clusters Score -1027866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1027876.625000 Penalty: 886.181580
	Iteration 34Q: 3 clusters Score -1027877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1027879.812500 Penalty: 886.181580
	Iteration 35Q: 3 clusters Score -1027880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1027883.875000 Penalty: 886.181580
	Iteration 36Q: 3 clusters Score -1027884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1027889.187500 Penalty: 886.181580
	Iteration 37Q: 3 clusters Score -1027889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1027891.812500 Penalty: 886.181580
	Iteration 38Q: 3 clusters Score -1027892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1027897.312500 Penalty: 886.181580
	Iteration 39Q: 3 clusters Score -1027897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1027901.000000 Penalty: 886.181580
	Iteration 40F: 3 clusters Score -1027901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1027902.812500 Penalty: 886.181580
	Iteration 41Q: 3 clusters Score -1027903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1027904.125000 Penalty: 886.181580
	Iteration 42Q: 3 clusters Score -1027904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1027906.375000 Penalty: 886.181580
	Iteration 43Q: 3 clusters Score -1027906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1027906.562500 Penalty: 886.181580
	Iteration 44Q: 3 clusters Score -1027907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1027907.187500 Penalty: 886.181580
	Iteration 45Q: 3 clusters Score -1027907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1027907.187500 Penalty: 886.181580
	Iteration 46F: 3 clusters Score -1027907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Entering Unmasked Estep 
Score: -525176.062500 Penalty: 412.718353
	Iteration 0F: 2 clusters Score -525176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -519427.250000 Penalty: 825.436707
	Iteration 0F: 3 clusters Score -519427.2 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -521888.562500 Penalty: 825.436707
	Iteration 1F: 3 clusters Score -521888.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -522270.281250 Penalty: 825.436707
	Iteration 2F: 3 clusters Score -522270.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -522738.093750 Penalty: 825.436707
	Iteration 3F: 3 clusters Score -522738.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -523267.375000 Penalty: 825.436707
	Iteration 4F: 3 clusters Score -523267.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -523790.406250 Penalty: 825.436707
	Iteration 5F: 3 clusters Score -523790.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -524207.031250 Penalty: 825.436707
	Iteration 6F: 3 clusters Score -524207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -524486.750000 Penalty: 825.436707
	Iteration 7Q: 3 clusters Score -524486.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -524632.062500 Penalty: 825.436707
	Iteration 8Q: 3 clusters Score -524632.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -524728.500000 Penalty: 825.436707
	Iteration 9Q: 3 clusters Score -524728.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -524776.812500 Penalty: 825.436707
	Iteration 10Q: 3 clusters Score -524776.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -524799.062500 Penalty: 825.436707
	Iteration 11Q: 3 clusters Score -524799.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -524821.125000 Penalty: 825.436707
	Iteration 12Q: 3 clusters Score -524821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -524829.562500 Penalty: 825.436707
	Iteration 13Q: 3 clusters Score -524829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -524834.250000 Penalty: 825.436707
	Iteration 14Q: 3 clusters Score -524834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -524836.250000 Penalty: 825.436707
	Iteration 15Q: 3 clusters Score -524836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -524838.562500 Penalty: 825.436707
	Iteration 16Q: 3 clusters Score -524838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -524841.250000 Penalty: 825.436707
	Iteration 17Q: 3 clusters Score -524841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -524842.500000 Penalty: 825.436707
	Iteration 18Q: 3 clusters Score -524842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -524842.875000 Penalty: 825.436707
	Iteration 19Q: 3 clusters Score -524842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -524843.812500 Penalty: 825.436707
	Iteration 20F: 3 clusters Score -524843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -524845.250000 Penalty: 825.436707
	Iteration 21Q: 3 clusters Score -524845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -524848.812500 Penalty: 825.436707
	Iteration 22Q: 3 clusters Score -524848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -524852.562500 Penalty: 825.436707
	Iteration 23Q: 3 clusters Score -524852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -524857.500000 Penalty: 825.436707
	Iteration 24Q: 3 clusters Score -524857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -524860.437500 Penalty: 825.436707
	Iteration 25Q: 3 clusters Score -524860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -524863.125000 Penalty: 825.436707
	Iteration 26Q: 3 clusters Score -524863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -524863.562500 Penalty: 825.436707
	Iteration 27Q: 3 clusters Score -524863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -524863.562500 Penalty: 825.436707
	Iteration 28F: 3 clusters Score -524863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Entering Unmasked Estep 
Score: -6783685.000000 Penalty: 529.268738
	Iteration 0F: 2 clusters Score -6783685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -6709698.000000 Penalty: 1058.537476
	Iteration 0F: 3 clusters Score -6709698 nChanged 55032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -6743668.000000 Penalty: 1058.537476
	Iteration 1F: 3 clusters Score -6743668 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -6746158.000000 Penalty: 1058.537476
	Iteration 2Q: 3 clusters Score -6746158 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -6750490.500000 Penalty: 1058.537476
	Iteration 3F: 3 clusters Score -6750490 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -6756720.000000 Penalty: 1058.537476
	Iteration 4F: 3 clusters Score -6756720 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -6764137.500000 Penalty: 1058.537476
	Iteration 5F: 3 clusters Score -6764138 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -6770616.000000 Penalty: 1058.537476
	Iteration 6F: 3 clusters Score -6770616 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -6775472.000000 Penalty: 1058.537476
	Iteration 7F: 3 clusters Score -6775472 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -6778807.000000 Penalty: 1058.537476
	Iteration 8Q: 3 clusters Score -6778807 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -6780849.000000 Penalty: 1058.537476
	Iteration 9Q: 3 clusters Score -6780849 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -6781955.000000 Penalty: 1058.537476
	Iteration 10Q: 3 clusters Score -6781955 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -6782534.500000 Penalty: 1058.537476
	Iteration 11Q: 3 clusters Score -6782534 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -6782813.000000 Penalty: 1058.537476
	Iteration 12Q: 3 clusters Score -6782813 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -6783011.500000 Penalty: 1058.537476
	Iteration 13Q: 3 clusters Score -6783012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -6783110.000000 Penalty: 1058.537476
	Iteration 14Q: 3 clusters Score -6783110 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -6783181.000000 Penalty: 1058.537476
	Iteration 15Q: 3 clusters Score -6783181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -6783239.500000 Penalty: 1058.537476
	Iteration 16Q: 3 clusters Score -6783240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -6783280.000000 Penalty: 1058.537476
	Iteration 17Q: 3 clusters Score -6783280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 112228 members 
Entering Unmasked Estep 
Score: -6783287.000000 Penalty: 1058.537476
	Iteration 18Q: 3 clusters Score -6783287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -6783302.500000 Penalty: 1058.537476
	Iteration 19Q: 3 clusters Score -6783302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -6783299.500000 Penalty: 1058.537476
	Iteration 20F: 3 clusters Score -6783300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -6783303.000000 Penalty: 1058.537476
	Iteration 21Q: 3 clusters Score -6783303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -6783303.000000 Penalty: 1058.537476
	Iteration 22Q: 3 clusters Score -6783303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -6783308.000000 Penalty: 1058.537476
	Iteration 23Q: 3 clusters Score -6783308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -6783304.000000 Penalty: 1058.537476
	Iteration 24Q: 3 clusters Score -6783304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -6783304.000000 Penalty: 1058.537476
	Iteration 25Q: 3 clusters Score -6783304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -6783307.500000 Penalty: 1058.537476
	Iteration 26Q: 3 clusters Score -6783308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -6783306.000000 Penalty: 1058.537476
	Iteration 27Q: 3 clusters Score -6783306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -6783307.000000 Penalty: 1058.537476
	Iteration 28Q: 3 clusters Score -6783307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -6783312.500000 Penalty: 1058.537476
	Iteration 29Q: 3 clusters Score -6783312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -6783312.000000 Penalty: 1058.537476
	Iteration 30Q: 3 clusters Score -6783312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -6783311.500000 Penalty: 1058.537476
	Iteration 31Q: 3 clusters Score -6783312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112311 members 
Entering Unmasked Estep 
Score: -6783312.000000 Penalty: 1058.537476
	Iteration 32Q: 3 clusters Score -6783312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -6783310.000000 Penalty: 1058.537476
	Iteration 33Q: 3 clusters Score -6783310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -6783320.000000 Penalty: 1058.537476
	Iteration 34Q: 3 clusters Score -6783320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -6783322.500000 Penalty: 1058.537476
	Iteration 35Q: 3 clusters Score -6783322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -6783329.500000 Penalty: 1058.537476
	Iteration 36Q: 3 clusters Score -6783330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -6783332.000000 Penalty: 1058.537476
	Iteration 37Q: 3 clusters Score -6783332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -6783325.500000 Penalty: 1058.537476
	Iteration 38Q: 3 clusters Score -6783326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -6783335.000000 Penalty: 1058.537476
	Iteration 39Q: 3 clusters Score -6783335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -6783334.000000 Penalty: 1058.537476
	Iteration 40F: 3 clusters Score -6783334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -274555.281250 Penalty: 384.484009
	Iteration 0F: 2 clusters Score -274555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -271373.906250 Penalty: 768.968018
	Iteration 0F: 3 clusters Score -271373.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -272678.125000 Penalty: 768.968018
	Iteration 1F: 3 clusters Score -272678.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -272899.062500 Penalty: 768.968018
	Iteration 2F: 3 clusters Score -272899.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -273125.468750 Penalty: 768.968018
	Iteration 3F: 3 clusters Score -273125.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -273387.500000 Penalty: 768.968018
	Iteration 4F: 3 clusters Score -273387.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -273651.312500 Penalty: 768.968018
	Iteration 5F: 3 clusters Score -273651.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -273877.468750 Penalty: 768.968018
	Iteration 6Q: 3 clusters Score -273877.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -274042.281250 Penalty: 768.968018
	Iteration 7Q: 3 clusters Score -274042.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -274123.906250 Penalty: 768.968018
	Iteration 8Q: 3 clusters Score -274123.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -274164.937500 Penalty: 768.968018
	Iteration 9Q: 3 clusters Score -274164.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -274200.687500 Penalty: 768.968018
	Iteration 10Q: 3 clusters Score -274200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -274215.343750 Penalty: 768.968018
	Iteration 11Q: 3 clusters Score -274215.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -274227.218750 Penalty: 768.968018
	Iteration 12Q: 3 clusters Score -274227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -274232.031250 Penalty: 768.968018
	Iteration 13Q: 3 clusters Score -274232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -274236.156250 Penalty: 768.968018
	Iteration 14Q: 3 clusters Score -274236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -274239.000000 Penalty: 768.968018
	Iteration 15Q: 3 clusters Score -274239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -274241.437500 Penalty: 768.968018
	Iteration 16Q: 3 clusters Score -274241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -274246.156250 Penalty: 768.968018
	Iteration 17Q: 3 clusters Score -274246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -274249.031250 Penalty: 768.968018
	Iteration 18Q: 3 clusters Score -274249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -274251.218750 Penalty: 768.968018
	Iteration 19Q: 3 clusters Score -274251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -274251.218750 Penalty: 768.968018
	Iteration 20F: 3 clusters Score -274251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -46945.605469 Penalty: 303.114380
	Iteration 0F: 2 clusters Score -46945.61 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 384 members 
Entering Unmasked Estep 
Score: -46312.386719 Penalty: 606.228760
	Iteration 0F: 3 clusters Score -46312.39 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46572.535156 Penalty: 606.228760
	Iteration 1F: 3 clusters Score -46572.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46676.011719 Penalty: 606.228760
	Iteration 2F: 3 clusters Score -46676.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46728.691406 Penalty: 606.228760
	Iteration 3F: 3 clusters Score -46728.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46762.414062 Penalty: 606.228760
	Iteration 4F: 3 clusters Score -46762.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46795.121094 Penalty: 606.228760
	Iteration 5Q: 3 clusters Score -46795.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -46826.871094 Penalty: 606.228760
	Iteration 6Q: 3 clusters Score -46826.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46854.941406 Penalty: 606.228760
	Iteration 7Q: 3 clusters Score -46854.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -46874.906250 Penalty: 606.228760
	Iteration 8Q: 3 clusters Score -46874.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46878.570312 Penalty: 606.228760
	Iteration 9Q: 3 clusters Score -46878.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46881.183594 Penalty: 606.228760
	Iteration 10Q: 3 clusters Score -46881.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -46881.601562 Penalty: 606.228760
	Iteration 11Q: 3 clusters Score -46881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46881.765625 Penalty: 606.228760
	Iteration 12Q: 3 clusters Score -46881.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46881.765625 Penalty: 606.228760
	Iteration 13F: 3 clusters Score -46881.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -7141.129395 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -7141.129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6803.377930 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -6803.378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6956.753906 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -6956.754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6994.751953 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -6994.752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7036.416504 Penalty: 530.434082
	Iteration 3Q: 3 clusters Score -7036.417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7060.620605 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -7060.621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7081.928223 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -7081.928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7086.995605 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -7086.996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7093.578125 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -7093.578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7108.208984 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -7108.209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7113.066895 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -7113.067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7115.316406 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -7115.316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7115.316406 Penalty: 530.434082
	Iteration 11F: 3 clusters Score -7115.316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128338 members 
Entering Unmasked Estep 
Score: -7556927.000000 Penalty: 535.190247
	Iteration 0F: 2 clusters Score -7556927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -7470418.500000 Penalty: 1070.380493
	Iteration 0F: 3 clusters Score -7470418 nChanged 62943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -7511363.500000 Penalty: 1070.380493
	Iteration 1F: 3 clusters Score -7511364 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -7515208.500000 Penalty: 1070.380493
	Iteration 2F: 3 clusters Score -7515208 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -7521315.500000 Penalty: 1070.380493
	Iteration 3F: 3 clusters Score -7521316 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -7529709.000000 Penalty: 1070.380493
	Iteration 4F: 3 clusters Score -7529709 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -7538069.000000 Penalty: 1070.380493
	Iteration 5F: 3 clusters Score -7538069 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -7543207.500000 Penalty: 1070.380493
	Iteration 6Q: 3 clusters Score -7543208 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -7545816.000000 Penalty: 1070.380493
	Iteration 7Q: 3 clusters Score -7545816 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -7547280.500000 Penalty: 1070.380493
	Iteration 8Q: 3 clusters Score -7547280 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -7548334.000000 Penalty: 1070.380493
	Iteration 9Q: 3 clusters Score -7548334 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -7549273.500000 Penalty: 1070.380493
	Iteration 10Q: 3 clusters Score -7549274 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -7550123.000000 Penalty: 1070.380493
	Iteration 11Q: 3 clusters Score -7550123 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -7551024.000000 Penalty: 1070.380493
	Iteration 12Q: 3 clusters Score -7551024 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -7551892.000000 Penalty: 1070.380493
	Iteration 13Q: 3 clusters Score -7551892 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -7552693.000000 Penalty: 1070.380493
	Iteration 14Q: 3 clusters Score -7552693 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -7553425.000000 Penalty: 1070.380493
	Iteration 15Q: 3 clusters Score -7553425 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -7554088.500000 Penalty: 1070.380493
	Iteration 16Q: 3 clusters Score -7554088 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -7554603.000000 Penalty: 1070.380493
	Iteration 17Q: 3 clusters Score -7554603 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -7555065.500000 Penalty: 1070.380493
	Iteration 18Q: 3 clusters Score -7555066 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 124256 members 
Entering Unmasked Estep 
Score: -7555429.000000 Penalty: 1070.380493
	Iteration 19Q: 3 clusters Score -7555429 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -7555712.500000 Penalty: 1070.380493
	Iteration 20F: 3 clusters Score -7555712 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -7555909.000000 Penalty: 1070.380493
	Iteration 21Q: 3 clusters Score -7555909 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 125466 members 
Entering Unmasked Estep 
Score: -7556088.500000 Penalty: 1070.380493
	Iteration 22Q: 3 clusters Score -7556088 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -7556212.000000 Penalty: 1070.380493
	Iteration 23Q: 3 clusters Score -7556212 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
Score: -7556297.500000 Penalty: 1070.380493
	Iteration 24Q: 3 clusters Score -7556298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 126103 members 
Entering Unmasked Estep 
Score: -7556353.000000 Penalty: 1070.380493
	Iteration 25Q: 3 clusters Score -7556353 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -7556395.000000 Penalty: 1070.380493
	Iteration 26Q: 3 clusters Score -7556395 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -7556432.000000 Penalty: 1070.380493
	Iteration 27Q: 3 clusters Score -7556432 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 126450 members 
Entering Unmasked Estep 
Score: -7556469.500000 Penalty: 1070.380493
	Iteration 28Q: 3 clusters Score -7556470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -7556506.500000 Penalty: 1070.380493
	Iteration 29Q: 3 clusters Score -7556506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 126592 members 
Entering Unmasked Estep 
Score: -7556525.500000 Penalty: 1070.380493
	Iteration 30Q: 3 clusters Score -7556526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
Score: -7556540.000000 Penalty: 1070.380493
	Iteration 31Q: 3 clusters Score -7556540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -7556560.000000 Penalty: 1070.380493
	Iteration 32Q: 3 clusters Score -7556560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 126751 members 
Entering Unmasked Estep 
Score: -7556571.500000 Penalty: 1070.380493
	Iteration 33Q: 3 clusters Score -7556572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -7556591.500000 Penalty: 1070.380493
	Iteration 34Q: 3 clusters Score -7556592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -7556605.500000 Penalty: 1070.380493
	Iteration 35Q: 3 clusters Score -7556606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -7556609.000000 Penalty: 1070.380493
	Iteration 36Q: 3 clusters Score -7556609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -7556620.000000 Penalty: 1070.380493
	Iteration 37Q: 3 clusters Score -7556620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -7556620.000000 Penalty: 1070.380493
	Iteration 38Q: 3 clusters Score -7556620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 126963 members 
Entering Unmasked Estep 
Score: -7556634.500000 Penalty: 1070.380493
	Iteration 39Q: 3 clusters Score -7556634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 126980 members 
Entering Unmasked Estep 
Score: -7556641.500000 Penalty: 1070.380493
	Iteration 40F: 3 clusters Score -7556642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -7556655.500000 Penalty: 1070.380493
	Iteration 41Q: 3 clusters Score -7556656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -7556663.500000 Penalty: 1070.380493
	Iteration 42Q: 3 clusters Score -7556664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -7556664.000000 Penalty: 1070.380493
	Iteration 43Q: 3 clusters Score -7556664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -7556680.500000 Penalty: 1070.380493
	Iteration 44Q: 3 clusters Score -7556680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
Score: -7556678.000000 Penalty: 1070.380493
	Iteration 45Q: 3 clusters Score -7556678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -7556680.500000 Penalty: 1070.380493
	Iteration 46Q: 3 clusters Score -7556680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -7556683.500000 Penalty: 1070.380493
	Iteration 47Q: 3 clusters Score -7556684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -7556693.500000 Penalty: 1070.380493
	Iteration 48Q: 3 clusters Score -7556694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
Score: -7556699.500000 Penalty: 1070.380493
	Iteration 49Q: 3 clusters Score -7556700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -7556705.500000 Penalty: 1070.380493
	Iteration 50Q: 3 clusters Score -7556706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -7556706.500000 Penalty: 1070.380493
	Iteration 51Q: 3 clusters Score -7556706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -7556713.000000 Penalty: 1070.380493
	Iteration 52Q: 3 clusters Score -7556713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -7556725.000000 Penalty: 1070.380493
	Iteration 53Q: 3 clusters Score -7556725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -7556714.500000 Penalty: 1070.380493
	Iteration 54Q: 3 clusters Score -7556714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 127082 members 
Entering Unmasked Estep 
Score: -7556728.000000 Penalty: 1070.380493
	Iteration 55Q: 3 clusters Score -7556728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
Score: -7556725.500000 Penalty: 1070.380493
	Iteration 56Q: 3 clusters Score -7556726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -7556741.500000 Penalty: 1070.380493
	Iteration 57Q: 3 clusters Score -7556742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -7556736.500000 Penalty: 1070.380493
	Iteration 58Q: 3 clusters Score -7556736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -7556745.500000 Penalty: 1070.380493
	Iteration 59Q: 3 clusters Score -7556746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -7556749.500000 Penalty: 1070.380493
	Iteration 60F: 3 clusters Score -7556750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -7556749.000000 Penalty: 1070.380493
	Iteration 61Q: 3 clusters Score -7556749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -7556752.000000 Penalty: 1070.380493
	Iteration 62Q: 3 clusters Score -7556752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -7556755.500000 Penalty: 1070.380493
	Iteration 63Q: 3 clusters Score -7556756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 127070 members 
Entering Unmasked Estep 
Score: -7556753.000000 Penalty: 1070.380493
	Iteration 64Q: 3 clusters Score -7556753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -7556748.500000 Penalty: 1070.380493
	Iteration 65Q: 3 clusters Score -7556748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
Score: -7556749.000000 Penalty: 1070.380493
	Iteration 66Q: 3 clusters Score -7556749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -7556753.500000 Penalty: 1070.380493
	Iteration 67Q: 3 clusters Score -7556754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -7556753.500000 Penalty: 1070.380493
	Iteration 68F: 3 clusters Score -7556754 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: -48183.902344 Penalty: 306.801086
	Iteration 0F: 2 clusters Score -48183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47480.378906 Penalty: 613.602173
	Iteration 0F: 3 clusters Score -47480.38 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47854.492188 Penalty: 613.602173
	Iteration 1F: 3 clusters Score -47854.49 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47964.074219 Penalty: 613.602173
	Iteration 2F: 3 clusters Score -47964.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48047.906250 Penalty: 613.602173
	Iteration 3F: 3 clusters Score -48047.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48119.437500 Penalty: 613.602173
	Iteration 4F: 3 clusters Score -48119.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48168.777344 Penalty: 613.602173
	Iteration 5F: 3 clusters Score -48168.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48193.171875 Penalty: 613.602173
	Iteration 6Q: 3 clusters Score -48193.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48227.945312 Penalty: 613.602173
	Iteration 7Q: 3 clusters Score -48227.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48274.714844 Penalty: 613.602173
	Iteration 8Q: 3 clusters Score -48274.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48285.777344 Penalty: 613.602173
	Iteration 9Q: 3 clusters Score -48285.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48292.968750 Penalty: 613.602173
	Iteration 10Q: 3 clusters Score -48292.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48298.738281 Penalty: 613.602173
	Iteration 11Q: 3 clusters Score -48298.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48300.375000 Penalty: 613.602173
	Iteration 12Q: 3 clusters Score -48300.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48307.757812 Penalty: 613.602173
	Iteration 13Q: 3 clusters Score -48307.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48321.855469 Penalty: 613.602173
	Iteration 14Q: 3 clusters Score -48321.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48342.425781 Penalty: 613.602173
	Iteration 15Q: 3 clusters Score -48342.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48372.554688 Penalty: 613.602173
	Iteration 16Q: 3 clusters Score -48372.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48409.000000 Penalty: 613.602173
	Iteration 17Q: 3 clusters Score -48409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48443.007812 Penalty: 613.602173
	Iteration 18Q: 3 clusters Score -48443.01 nChanged 24
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: -48524.085938 Penalty: 613.602173
	Iteration 19Q: 3 clusters Score -48524.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48624.109375 Penalty: 613.602173
	Iteration 20F: 3 clusters Score -48624.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -48665.921875 Penalty: 613.602173
	Iteration 21Q: 3 clusters Score -48665.92 nChanged 15
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: -48685.417969 Penalty: 613.602173
	Iteration 22Q: 3 clusters Score -48685.42 nChanged 11
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: -48695.058594 Penalty: 613.602173
	Iteration 23Q: 3 clusters Score -48695.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -48706.003906 Penalty: 613.602173
	Iteration 24Q: 3 clusters Score -48706 nChanged 8
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: -48721.226562 Penalty: 613.602173
	Iteration 25Q: 3 clusters Score -48721.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -48723.566406 Penalty: 613.602173
	Iteration 26Q: 3 clusters Score -48723.57 nChanged 1
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: -48724.378906 Penalty: 613.602173
	Iteration 27Q: 3 clusters Score -48724.38 nChanged 2
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: -48725.804688 Penalty: 613.602173
	Iteration 28Q: 3 clusters Score -48725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48726.199219 Penalty: 613.602173
	Iteration 29Q: 3 clusters Score -48726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48726.199219 Penalty: 613.602173
	Iteration 30F: 3 clusters Score -48726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 213411 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Entering Unmasked Estep 
Score: -58195812.000000 Penalty: 39649.535156
Splitting cluster 9 changes total score from -58195456.000000 to -58195812.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 10 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -21493.449219 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -21493.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21083.015625 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -21083.02 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21178.861328 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -21178.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21210.222656 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -21210.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21220.382812 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -21220.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21227.167969 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -21227.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21236.521484 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -21236.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21248.873047 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -21248.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21253.185547 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -21253.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21257.144531 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -21257.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21260.412109 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -21260.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21262.716797 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -21262.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21264.654297 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -21264.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21265.468750 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -21265.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21270.050781 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -21270.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21270.693359 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -21270.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21271.943359 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -21271.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21271.943359 Penalty: 537.387939
	Iteration 16F: 3 clusters Score -21271.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (213411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213411 members 
Entering Unmasked Estep 
Score: -12750492.000000 Penalty: 558.329346
	Iteration 0F: 2 clusters Score -1.275049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -12636003.000000 Penalty: 1116.658691
	Iteration 0F: 3 clusters Score -1.2636e+07 nChanged 104991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -12703483.000000 Penalty: 1116.658691
	Iteration 1F: 3 clusters Score -1.270348e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -12708734.000000 Penalty: 1116.658691
	Iteration 2F: 3 clusters Score -1.270873e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151536 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -12717251.000000 Penalty: 1116.658691
	Iteration 3F: 3 clusters Score -1.271725e+07 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -12726890.000000 Penalty: 1116.658691
	Iteration 4F: 3 clusters Score -1.272689e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165944 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -12734125.000000 Penalty: 1116.658691
	Iteration 5F: 3 clusters Score -1.273412e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -12737396.000000 Penalty: 1116.658691
	Iteration 6Q: 3 clusters Score -1.27374e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -12738250.000000 Penalty: 1116.658691
	Iteration 7Q: 3 clusters Score -1.273825e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -12738384.000000 Penalty: 1116.658691
	Iteration 8Q: 3 clusters Score -1.273838e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -12738432.000000 Penalty: 1116.658691
	Iteration 9Q: 3 clusters Score -1.273843e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -12738514.000000 Penalty: 1116.658691
	Iteration 10Q: 3 clusters Score -1.273851e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -12738551.000000 Penalty: 1116.658691
	Iteration 11Q: 3 clusters Score -1.273855e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -12738619.000000 Penalty: 1116.658691
	Iteration 12Q: 3 clusters Score -1.273862e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -12738601.000000 Penalty: 1116.658691
	Iteration 13Q: 3 clusters Score -1.27386e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -12738631.000000 Penalty: 1116.658691
	Iteration 14Q: 3 clusters Score -1.273863e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -12738740.000000 Penalty: 1116.658691
	Iteration 15Q: 3 clusters Score -1.273874e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -12738831.000000 Penalty: 1116.658691
	Iteration 16Q: 3 clusters Score -1.273883e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -12738980.000000 Penalty: 1116.658691
	Iteration 17Q: 3 clusters Score -1.273898e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -12739161.000000 Penalty: 1116.658691
	Iteration 18Q: 3 clusters Score -1.273916e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -12739250.000000 Penalty: 1116.658691
	Iteration 19Q: 3 clusters Score -1.273925e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150172 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -12739422.000000 Penalty: 1116.658691
	Iteration 20F: 3 clusters Score -1.273942e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -12739772.000000 Penalty: 1116.658691
	Iteration 21Q: 3 clusters Score -1.273977e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -12739904.000000 Penalty: 1116.658691
	Iteration 22Q: 3 clusters Score -1.27399e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -12740272.000000 Penalty: 1116.658691
	Iteration 23Q: 3 clusters Score -1.274027e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -12740662.000000 Penalty: 1116.658691
	Iteration 24Q: 3 clusters Score -1.274066e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -12741120.000000 Penalty: 1116.658691
	Iteration 25Q: 3 clusters Score -1.274112e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134609 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -12741687.000000 Penalty: 1116.658691
	Iteration 26Q: 3 clusters Score -1.274169e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -12742269.000000 Penalty: 1116.658691
	Iteration 27Q: 3 clusters Score -1.274227e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129347 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -12742814.000000 Penalty: 1116.658691
	Iteration 28Q: 3 clusters Score -1.274281e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -12743182.000000 Penalty: 1116.658691
	Iteration 29Q: 3 clusters Score -1.274318e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -12743539.000000 Penalty: 1116.658691
	Iteration 30Q: 3 clusters Score -1.274354e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -12744074.000000 Penalty: 1116.658691
	Iteration 31Q: 3 clusters Score -1.274407e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -12744664.000000 Penalty: 1116.658691
	Iteration 32Q: 3 clusters Score -1.274466e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118170 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -12745172.000000 Penalty: 1116.658691
	Iteration 33Q: 3 clusters Score -1.274517e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -12745589.000000 Penalty: 1116.658691
	Iteration 34Q: 3 clusters Score -1.274559e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -12746068.000000 Penalty: 1116.658691
	Iteration 35Q: 3 clusters Score -1.274607e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -12746382.000000 Penalty: 1116.658691
	Iteration 36Q: 3 clusters Score -1.274638e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -12746712.000000 Penalty: 1116.658691
	Iteration 37Q: 3 clusters Score -1.274671e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -12747185.000000 Penalty: 1116.658691
	Iteration 38Q: 3 clusters Score -1.274718e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -12747710.000000 Penalty: 1116.658691
	Iteration 39Q: 3 clusters Score -1.274771e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -12748242.000000 Penalty: 1116.658691
	Iteration 40F: 3 clusters Score -1.274824e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -12749034.000000 Penalty: 1116.658691
	Iteration 41Q: 3 clusters Score -1.274903e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -12749939.000000 Penalty: 1116.658691
	Iteration 42Q: 3 clusters Score -1.274994e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -12751130.000000 Penalty: 1116.658691
	Iteration 43Q: 3 clusters Score -1.275113e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -12752125.000000 Penalty: 1116.658691
	Iteration 44Q: 3 clusters Score -1.275212e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -12753306.000000 Penalty: 1116.658691
	Iteration 45Q: 3 clusters Score -1.275331e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 128843 members 
Entering Unmasked Estep 
Score: -12754377.000000 Penalty: 1116.658691
	Iteration 46Q: 3 clusters Score -1.275438e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -12754691.000000 Penalty: 1116.658691
	Iteration 47Q: 3 clusters Score -1.275469e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
Score: -12754418.000000 Penalty: 1116.658691
	Iteration 48Q: 3 clusters Score -1.275442e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 143484 members 
Entering Unmasked Estep 
Score: -12753772.000000 Penalty: 1116.658691
	Iteration 49Q: 3 clusters Score -1.275377e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -12752999.000000 Penalty: 1116.658691
	Iteration 50Q: 3 clusters Score -1.2753e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -12752252.000000 Penalty: 1116.658691
	Iteration 51Q: 3 clusters Score -1.275225e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -12751646.000000 Penalty: 1116.658691
	Iteration 52Q: 3 clusters Score -1.275165e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -12751184.000000 Penalty: 1116.658691
	Iteration 53Q: 3 clusters Score -1.275118e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -12750700.000000 Penalty: 1116.658691
	Iteration 54Q: 3 clusters Score -1.27507e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -12750362.000000 Penalty: 1116.658691
	Iteration 55Q: 3 clusters Score -1.275036e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -12750149.000000 Penalty: 1116.658691
	Iteration 56Q: 3 clusters Score -1.275015e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -12749976.000000 Penalty: 1116.658691
	Iteration 57Q: 3 clusters Score -1.274998e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -12749815.000000 Penalty: 1116.658691
	Iteration 58Q: 3 clusters Score -1.274982e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -12749653.000000 Penalty: 1116.658691
	Iteration 59Q: 3 clusters Score -1.274965e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -12751021.000000 Penalty: 1116.658691
	Iteration 60F: 3 clusters Score -1.275102e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 156064 members 
Entering Unmasked Estep 
Score: -12750688.000000 Penalty: 1116.658691
	Iteration 61Q: 3 clusters Score -1.275069e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 157155 members 
Entering Unmasked Estep 
Score: -12750263.000000 Penalty: 1116.658691
	Iteration 62Q: 3 clusters Score -1.275026e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 158044 members 
Entering Unmasked Estep 
Score: -12749789.000000 Penalty: 1116.658691
	Iteration 63Q: 3 clusters Score -1.274979e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -12749433.000000 Penalty: 1116.658691
	Iteration 64Q: 3 clusters Score -1.274943e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -12749153.000000 Penalty: 1116.658691
	Iteration 65Q: 3 clusters Score -1.274915e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 159828 members 
Entering Unmasked Estep 
Score: -12748861.000000 Penalty: 1116.658691
	Iteration 66Q: 3 clusters Score -1.274886e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -12748652.000000 Penalty: 1116.658691
	Iteration 67Q: 3 clusters Score -1.274865e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -12748436.000000 Penalty: 1116.658691
	Iteration 68Q: 3 clusters Score -1.274844e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -12748268.000000 Penalty: 1116.658691
	Iteration 69Q: 3 clusters Score -1.274827e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -12748160.000000 Penalty: 1116.658691
	Iteration 70Q: 3 clusters Score -1.274816e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 160408 members 
Entering Unmasked Estep 
Score: -12748049.000000 Penalty: 1116.658691
	Iteration 71Q: 3 clusters Score -1.274805e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -12747888.000000 Penalty: 1116.658691
	Iteration 72Q: 3 clusters Score -1.274789e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 160206 members 
Entering Unmasked Estep 
Score: -12747804.000000 Penalty: 1116.658691
	Iteration 73Q: 3 clusters Score -1.27478e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 160065 members 
Entering Unmasked Estep 
Score: -12747731.000000 Penalty: 1116.658691
	Iteration 74Q: 3 clusters Score -1.274773e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -12747653.000000 Penalty: 1116.658691
	Iteration 75Q: 3 clusters Score -1.274765e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -12747628.000000 Penalty: 1116.658691
	Iteration 76Q: 3 clusters Score -1.274763e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -12747656.000000 Penalty: 1116.658691
	Iteration 77Q: 3 clusters Score -1.274766e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -12747600.000000 Penalty: 1116.658691
	Iteration 78Q: 3 clusters Score -1.27476e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 158866 members 
Entering Unmasked Estep 
Score: -12747603.000000 Penalty: 1116.658691
	Iteration 79Q: 3 clusters Score -1.27476e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 158530 members 
Entering Unmasked Estep 
Score: -12747629.000000 Penalty: 1116.658691
	Iteration 80F: 3 clusters Score -1.274763e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -12747678.000000 Penalty: 1116.658691
	Iteration 81Q: 3 clusters Score -1.274768e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -12747718.000000 Penalty: 1116.658691
	Iteration 82Q: 3 clusters Score -1.274772e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -12747764.000000 Penalty: 1116.658691
	Iteration 83Q: 3 clusters Score -1.274776e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -12747814.000000 Penalty: 1116.658691
	Iteration 84Q: 3 clusters Score -1.274781e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -12747871.000000 Penalty: 1116.658691
	Iteration 85Q: 3 clusters Score -1.274787e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 156106 members 
Entering Unmasked Estep 
Score: -12747956.000000 Penalty: 1116.658691
	Iteration 86Q: 3 clusters Score -1.274796e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -12748032.000000 Penalty: 1116.658691
	Iteration 87Q: 3 clusters Score -1.274803e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -12748066.000000 Penalty: 1116.658691
	Iteration 88Q: 3 clusters Score -1.274807e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -12748117.000000 Penalty: 1116.658691
	Iteration 89Q: 3 clusters Score -1.274812e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -12748135.000000 Penalty: 1116.658691
	Iteration 90Q: 3 clusters Score -1.274814e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -12748187.000000 Penalty: 1116.658691
	Iteration 91Q: 3 clusters Score -1.274819e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -12748219.000000 Penalty: 1116.658691
	Iteration 92Q: 3 clusters Score -1.274822e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 152924 members 
Entering Unmasked Estep 
Score: -12748230.000000 Penalty: 1116.658691
	Iteration 93Q: 3 clusters Score -1.274823e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -12748232.000000 Penalty: 1116.658691
	Iteration 94Q: 3 clusters Score -1.274823e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 152033 members 
Entering Unmasked Estep 
Score: -12748305.000000 Penalty: 1116.658691
	Iteration 95Q: 3 clusters Score -1.27483e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -12748394.000000 Penalty: 1116.658691
	Iteration 96Q: 3 clusters Score -1.274839e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -12748456.000000 Penalty: 1116.658691
	Iteration 97Q: 3 clusters Score -1.274846e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -12748555.000000 Penalty: 1116.658691
	Iteration 98Q: 3 clusters Score -1.274856e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -12748591.000000 Penalty: 1116.658691
	Iteration 99Q: 3 clusters Score -1.274859e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -12748689.000000 Penalty: 1116.658691
	Iteration 100F: 3 clusters Score -1.274869e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -12748765.000000 Penalty: 1116.658691
	Iteration 101Q: 3 clusters Score -1.274876e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 148486 members 
Entering Unmasked Estep 
Score: -12748858.000000 Penalty: 1116.658691
	Iteration 102Q: 3 clusters Score -1.274886e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -12748996.000000 Penalty: 1116.658691
	Iteration 103Q: 3 clusters Score -1.2749e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -12749100.000000 Penalty: 1116.658691
	Iteration 104Q: 3 clusters Score -1.27491e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -12749288.000000 Penalty: 1116.658691
	Iteration 105Q: 3 clusters Score -1.274929e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -12749388.000000 Penalty: 1116.658691
	Iteration 106Q: 3 clusters Score -1.274939e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 145552 members 
Entering Unmasked Estep 
Score: -12749524.000000 Penalty: 1116.658691
	Iteration 107Q: 3 clusters Score -1.274952e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -12749641.000000 Penalty: 1116.658691
	Iteration 108Q: 3 clusters Score -1.274964e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -12749798.000000 Penalty: 1116.658691
	Iteration 109Q: 3 clusters Score -1.27498e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 143754 members 
Entering Unmasked Estep 
Score: -12750014.000000 Penalty: 1116.658691
	Iteration 110Q: 3 clusters Score -1.275001e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -12750113.000000 Penalty: 1116.658691
	Iteration 111Q: 3 clusters Score -1.275011e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -12750296.000000 Penalty: 1116.658691
	Iteration 112Q: 3 clusters Score -1.27503e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -12750460.000000 Penalty: 1116.658691
	Iteration 113Q: 3 clusters Score -1.275046e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -12750640.000000 Penalty: 1116.658691
	Iteration 114Q: 3 clusters Score -1.275064e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -12750785.000000 Penalty: 1116.658691
	Iteration 115Q: 3 clusters Score -1.275078e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -12750928.000000 Penalty: 1116.658691
	Iteration 116Q: 3 clusters Score -1.275093e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 139483 members 
Entering Unmasked Estep 
Score: -12751034.000000 Penalty: 1116.658691
	Iteration 117Q: 3 clusters Score -1.275103e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 138913 members 
Entering Unmasked Estep 
Score: -12751223.000000 Penalty: 1116.658691
	Iteration 118Q: 3 clusters Score -1.275122e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -12751395.000000 Penalty: 1116.658691
	Iteration 119Q: 3 clusters Score -1.27514e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -12751513.000000 Penalty: 1116.658691
	Iteration 120F: 3 clusters Score -1.275151e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -12751666.000000 Penalty: 1116.658691
	Iteration 121Q: 3 clusters Score -1.275167e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 136916 members 
Entering Unmasked Estep 
Score: -12751750.000000 Penalty: 1116.658691
	Iteration 122Q: 3 clusters Score -1.275175e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -12751916.000000 Penalty: 1116.658691
	Iteration 123Q: 3 clusters Score -1.275192e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -12752057.000000 Penalty: 1116.658691
	Iteration 124Q: 3 clusters Score -1.275206e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -12752244.000000 Penalty: 1116.658691
	Iteration 125Q: 3 clusters Score -1.275224e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -12752391.000000 Penalty: 1116.658691
	Iteration 126Q: 3 clusters Score -1.275239e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -12752578.000000 Penalty: 1116.658691
	Iteration 127Q: 3 clusters Score -1.275258e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -12752710.000000 Penalty: 1116.658691
	Iteration 128Q: 3 clusters Score -1.275271e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 133848 members 
Entering Unmasked Estep 
Score: -12752826.000000 Penalty: 1116.658691
	Iteration 129Q: 3 clusters Score -1.275283e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 133462 members 
Entering Unmasked Estep 
Score: -12752957.000000 Penalty: 1116.658691
	Iteration 130Q: 3 clusters Score -1.275296e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -12753132.000000 Penalty: 1116.658691
	Iteration 131Q: 3 clusters Score -1.275313e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -12753280.000000 Penalty: 1116.658691
	Iteration 132Q: 3 clusters Score -1.275328e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -12753402.000000 Penalty: 1116.658691
	Iteration 133Q: 3 clusters Score -1.27534e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -12753526.000000 Penalty: 1116.658691
	Iteration 134Q: 3 clusters Score -1.275353e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -12753615.000000 Penalty: 1116.658691
	Iteration 135Q: 3 clusters Score -1.275362e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 131595 members 
Entering Unmasked Estep 
Score: -12753711.000000 Penalty: 1116.658691
	Iteration 136Q: 3 clusters Score -1.275371e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -12753848.000000 Penalty: 1116.658691
	Iteration 137Q: 3 clusters Score -1.275385e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -12753920.000000 Penalty: 1116.658691
	Iteration 138Q: 3 clusters Score -1.275392e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -12753991.000000 Penalty: 1116.658691
	Iteration 139Q: 3 clusters Score -1.275399e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -12754074.000000 Penalty: 1116.658691
	Iteration 140F: 3 clusters Score -1.275407e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 130593 members 
Entering Unmasked Estep 
Score: -12754115.000000 Penalty: 1116.658691
	Iteration 141Q: 3 clusters Score -1.275412e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -12754182.000000 Penalty: 1116.658691
	Iteration 142Q: 3 clusters Score -1.275418e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -12754212.000000 Penalty: 1116.658691
	Iteration 143Q: 3 clusters Score -1.275421e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -12754247.000000 Penalty: 1116.658691
	Iteration 144Q: 3 clusters Score -1.275425e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 130222 members 
Entering Unmasked Estep 
Score: -12754278.000000 Penalty: 1116.658691
	Iteration 145Q: 3 clusters Score -1.275428e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -12754294.000000 Penalty: 1116.658691
	Iteration 146Q: 3 clusters Score -1.275429e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -12754314.000000 Penalty: 1116.658691
	Iteration 147Q: 3 clusters Score -1.275431e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -12754345.000000 Penalty: 1116.658691
	Iteration 148Q: 3 clusters Score -1.275434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -12754368.000000 Penalty: 1116.658691
	Iteration 149Q: 3 clusters Score -1.275437e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 129989 members 
Entering Unmasked Estep 
Score: -12754357.000000 Penalty: 1116.658691
	Iteration 150Q: 3 clusters Score -1.275436e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -12754373.000000 Penalty: 1116.658691
	Iteration 151Q: 3 clusters Score -1.275437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -12754412.000000 Penalty: 1116.658691
	Iteration 152Q: 3 clusters Score -1.275441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -12754417.000000 Penalty: 1116.658691
	Iteration 153Q: 3 clusters Score -1.275442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 129982 members 
Entering Unmasked Estep 
Score: -12754415.000000 Penalty: 1116.658691
	Iteration 154Q: 3 clusters Score -1.275442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 129987 members 
Entering Unmasked Estep 
Score: -12754418.000000 Penalty: 1116.658691
	Iteration 155Q: 3 clusters Score -1.275442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 129993 members 
Entering Unmasked Estep 
Score: -12754411.000000 Penalty: 1116.658691
	Iteration 156Q: 3 clusters Score -1.275441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 130003 members 
Entering Unmasked Estep 
Score: -12754413.000000 Penalty: 1116.658691
	Iteration 157Q: 3 clusters Score -1.275441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -12754407.000000 Penalty: 1116.658691
	Iteration 158Q: 3 clusters Score -1.275441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -12754417.000000 Penalty: 1116.658691
	Iteration 159Q: 3 clusters Score -1.275442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -12754417.000000 Penalty: 1116.658691
	Iteration 160F: 3 clusters Score -1.275442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 130076 members 
Entering Unmasked Estep 
Score: -12754413.000000 Penalty: 1116.658691
	Iteration 161Q: 3 clusters Score -1.275441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -12754410.000000 Penalty: 1116.658691
	Iteration 162Q: 3 clusters Score -1.275441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -12754420.000000 Penalty: 1116.658691
	Iteration 163Q: 3 clusters Score -1.275442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -12754410.000000 Penalty: 1116.658691
	Iteration 164Q: 3 clusters Score -1.275441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 130129 members 
Entering Unmasked Estep 
Score: -12754405.000000 Penalty: 1116.658691
	Iteration 165Q: 3 clusters Score -1.27544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -12754402.000000 Penalty: 1116.658691
	Iteration 166Q: 3 clusters Score -1.27544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -12754393.000000 Penalty: 1116.658691
	Iteration 167Q: 3 clusters Score -1.275439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -12754390.000000 Penalty: 1116.658691
	Iteration 168Q: 3 clusters Score -1.275439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -12754396.000000 Penalty: 1116.658691
	Iteration 169Q: 3 clusters Score -1.27544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -12754390.000000 Penalty: 1116.658691
	Iteration 170Q: 3 clusters Score -1.275439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 130157 members 
Entering Unmasked Estep 
Score: -12754396.000000 Penalty: 1116.658691
	Iteration 171Q: 3 clusters Score -1.27544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -12754389.000000 Penalty: 1116.658691
	Iteration 172Q: 3 clusters Score -1.275439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -12754393.000000 Penalty: 1116.658691
	Iteration 173Q: 3 clusters Score -1.275439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -12754394.000000 Penalty: 1116.658691
	Iteration 174Q: 3 clusters Score -1.275439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -12754394.000000 Penalty: 1116.658691
	Iteration 175F: 3 clusters Score -1.275439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Entering Unmasked Estep 
Score: -58199964.000000 Penalty: 40278.890625
Splitting cluster 11 changes total score from -58195456.000000 to -58199964.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 12 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -120407.453125 Penalty: 345.749969
	Iteration 0F: 2 clusters Score -120407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118947.281250 Penalty: 691.499939
	Iteration 0F: 3 clusters Score -118947.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -119397.101562 Penalty: 691.499939
	Iteration 1F: 3 clusters Score -119397.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -119462.382812 Penalty: 691.499939
	Iteration 2F: 3 clusters Score -119462.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -119545.062500 Penalty: 691.499939
	Iteration 3F: 3 clusters Score -119545.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -119629.929688 Penalty: 691.499939
	Iteration 4F: 3 clusters Score -119629.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119707.367188 Penalty: 691.499939
	Iteration 5F: 3 clusters Score -119707.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -119796.867188 Penalty: 691.499939
	Iteration 6F: 3 clusters Score -119796.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119883.906250 Penalty: 691.499939
	Iteration 7F: 3 clusters Score -119883.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119960.656250 Penalty: 691.499939
	Iteration 8Q: 3 clusters Score -119960.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120013.781250 Penalty: 691.499939
	Iteration 9Q: 3 clusters Score -120013.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120049.085938 Penalty: 691.499939
	Iteration 10Q: 3 clusters Score -120049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -120074.625000 Penalty: 691.499939
	Iteration 11Q: 3 clusters Score -120074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120090.445312 Penalty: 691.499939
	Iteration 12Q: 3 clusters Score -120090.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120105.281250 Penalty: 691.499939
	Iteration 13Q: 3 clusters Score -120105.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -120121.515625 Penalty: 691.499939
	Iteration 14Q: 3 clusters Score -120121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -120130.867188 Penalty: 691.499939
	Iteration 15Q: 3 clusters Score -120130.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120138.734375 Penalty: 691.499939
	Iteration 16Q: 3 clusters Score -120138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120143.578125 Penalty: 691.499939
	Iteration 17Q: 3 clusters Score -120143.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120149.117188 Penalty: 691.499939
	Iteration 18Q: 3 clusters Score -120149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120151.789062 Penalty: 691.499939
	Iteration 19Q: 3 clusters Score -120151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120153.789062 Penalty: 691.499939
	Iteration 20F: 3 clusters Score -120153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120157.398438 Penalty: 691.499939
	Iteration 21Q: 3 clusters Score -120157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120160.218750 Penalty: 691.499939
	Iteration 22Q: 3 clusters Score -120160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120161.781250 Penalty: 691.499939
	Iteration 23Q: 3 clusters Score -120161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120162.789062 Penalty: 691.499939
	Iteration 24Q: 3 clusters Score -120162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -120163.523438 Penalty: 691.499939
	Iteration 25Q: 3 clusters Score -120163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120165.140625 Penalty: 691.499939
	Iteration 26Q: 3 clusters Score -120165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120166.843750 Penalty: 691.499939
	Iteration 27Q: 3 clusters Score -120166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120168.937500 Penalty: 691.499939
	Iteration 28Q: 3 clusters Score -120168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120170.890625 Penalty: 691.499939
	Iteration 29Q: 3 clusters Score -120170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120174.093750 Penalty: 691.499939
	Iteration 30Q: 3 clusters Score -120174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120175.320312 Penalty: 691.499939
	Iteration 31Q: 3 clusters Score -120175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120176.539062 Penalty: 691.499939
	Iteration 32Q: 3 clusters Score -120176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120178.281250 Penalty: 691.499939
	Iteration 33Q: 3 clusters Score -120178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120178.484375 Penalty: 691.499939
	Iteration 34Q: 3 clusters Score -120178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120178.484375 Penalty: 691.499939
	Iteration 35F: 3 clusters Score -120178.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Entering Unmasked Estep 
Score: -889293.062500 Penalty: 437.028137
	Iteration 0F: 2 clusters Score -889293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -879351.812500 Penalty: 874.056274
	Iteration 0F: 3 clusters Score -879351.8 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -883458.500000 Penalty: 874.056274
	Iteration 1F: 3 clusters Score -883458.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -883845.937500 Penalty: 874.056274
	Iteration 2F: 3 clusters Score -883845.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -884318.562500 Penalty: 874.056274
	Iteration 3F: 3 clusters Score -884318.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -884882.562500 Penalty: 874.056274
	Iteration 4F: 3 clusters Score -884882.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -885570.562500 Penalty: 874.056274
	Iteration 5F: 3 clusters Score -885570.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -886222.875000 Penalty: 874.056274
	Iteration 6F: 3 clusters Score -886222.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -886731.375000 Penalty: 874.056274
	Iteration 7Q: 3 clusters Score -886731.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -887050.875000 Penalty: 874.056274
	Iteration 8Q: 3 clusters Score -887050.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -887243.312500 Penalty: 874.056274
	Iteration 9Q: 3 clusters Score -887243.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -887353.812500 Penalty: 874.056274
	Iteration 10Q: 3 clusters Score -887353.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -887449.312500 Penalty: 874.056274
	Iteration 11Q: 3 clusters Score -887449.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -887531.562500 Penalty: 874.056274
	Iteration 12Q: 3 clusters Score -887531.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -887626.750000 Penalty: 874.056274
	Iteration 13Q: 3 clusters Score -887626.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -887738.000000 Penalty: 874.056274
	Iteration 14Q: 3 clusters Score -887738 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -887863.250000 Penalty: 874.056274
	Iteration 15Q: 3 clusters Score -887863.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -887970.125000 Penalty: 874.056274
	Iteration 16Q: 3 clusters Score -887970.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -888075.375000 Penalty: 874.056274
	Iteration 17Q: 3 clusters Score -888075.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -888177.875000 Penalty: 874.056274
	Iteration 18Q: 3 clusters Score -888177.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -888273.750000 Penalty: 874.056274
	Iteration 19Q: 3 clusters Score -888273.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -888374.125000 Penalty: 874.056274
	Iteration 20F: 3 clusters Score -888374.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -888470.875000 Penalty: 874.056274
	Iteration 21Q: 3 clusters Score -888470.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -888550.437500 Penalty: 874.056274
	Iteration 22Q: 3 clusters Score -888550.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -888624.000000 Penalty: 874.056274
	Iteration 23Q: 3 clusters Score -888624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -888681.437500 Penalty: 874.056274
	Iteration 24Q: 3 clusters Score -888681.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -888736.187500 Penalty: 874.056274
	Iteration 25Q: 3 clusters Score -888736.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -888779.000000 Penalty: 874.056274
	Iteration 26Q: 3 clusters Score -888779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -888808.187500 Penalty: 874.056274
	Iteration 27Q: 3 clusters Score -888808.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -888829.875000 Penalty: 874.056274
	Iteration 28Q: 3 clusters Score -888829.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -888850.000000 Penalty: 874.056274
	Iteration 29Q: 3 clusters Score -888850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -888865.500000 Penalty: 874.056274
	Iteration 30Q: 3 clusters Score -888865.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -888875.375000 Penalty: 874.056274
	Iteration 31Q: 3 clusters Score -888875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -888890.375000 Penalty: 874.056274
	Iteration 32Q: 3 clusters Score -888890.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -888903.687500 Penalty: 874.056274
	Iteration 33Q: 3 clusters Score -888903.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -888909.562500 Penalty: 874.056274
	Iteration 34Q: 3 clusters Score -888909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -888914.125000 Penalty: 874.056274
	Iteration 35Q: 3 clusters Score -888914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -888922.562500 Penalty: 874.056274
	Iteration 36Q: 3 clusters Score -888922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -888924.562500 Penalty: 874.056274
	Iteration 37Q: 3 clusters Score -888924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -888932.125000 Penalty: 874.056274
	Iteration 38Q: 3 clusters Score -888932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -888934.500000 Penalty: 874.056274
	Iteration 39Q: 3 clusters Score -888934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -888938.187500 Penalty: 874.056274
	Iteration 40F: 3 clusters Score -888938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -888938.562500 Penalty: 874.056274
	Iteration 41Q: 3 clusters Score -888938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -888943.812500 Penalty: 874.056274
	Iteration 42Q: 3 clusters Score -888943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -888947.812500 Penalty: 874.056274
	Iteration 43Q: 3 clusters Score -888947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -888949.875000 Penalty: 874.056274
	Iteration 44Q: 3 clusters Score -888949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -888952.125000 Penalty: 874.056274
	Iteration 45Q: 3 clusters Score -888952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -888954.000000 Penalty: 874.056274
	Iteration 46Q: 3 clusters Score -888954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -888954.000000 Penalty: 874.056274
	Iteration 47F: 3 clusters Score -888954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Entering Unmasked Estep 
Score: -4379360.000000 Penalty: 509.509430
	Iteration 0F: 2 clusters Score -4379360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4330211.000000 Penalty: 1019.018860
	Iteration 0F: 3 clusters Score -4330211 nChanged 35445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -4352254.000000 Penalty: 1019.018860
	Iteration 1F: 3 clusters Score -4352254 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -4354321.000000 Penalty: 1019.018860
	Iteration 2F: 3 clusters Score -4354321 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -4358030.000000 Penalty: 1019.018860
	Iteration 3F: 3 clusters Score -4358030 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -4363716.500000 Penalty: 1019.018860
	Iteration 4F: 3 clusters Score -4363716 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -4370420.000000 Penalty: 1019.018860
	Iteration 5F: 3 clusters Score -4370420 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -4375423.000000 Penalty: 1019.018860
	Iteration 6F: 3 clusters Score -4375423 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -4377778.500000 Penalty: 1019.018860
	Iteration 7Q: 3 clusters Score -4377778 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -4378591.000000 Penalty: 1019.018860
	Iteration 8Q: 3 clusters Score -4378591 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -4378787.000000 Penalty: 1019.018860
	Iteration 9Q: 3 clusters Score -4378787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -4378865.500000 Penalty: 1019.018860
	Iteration 10Q: 3 clusters Score -4378866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -4378890.500000 Penalty: 1019.018860
	Iteration 11Q: 3 clusters Score -4378890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -4378900.000000 Penalty: 1019.018860
	Iteration 12Q: 3 clusters Score -4378900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -4378914.500000 Penalty: 1019.018860
	Iteration 13Q: 3 clusters Score -4378914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -4378922.000000 Penalty: 1019.018860
	Iteration 14Q: 3 clusters Score -4378922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -4378929.500000 Penalty: 1019.018860
	Iteration 15Q: 3 clusters Score -4378930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -4378927.500000 Penalty: 1019.018860
	Iteration 16Q: 3 clusters Score -4378928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -4378925.500000 Penalty: 1019.018860
	Iteration 17Q: 3 clusters Score -4378926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -4378933.000000 Penalty: 1019.018860
	Iteration 18Q: 3 clusters Score -4378933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -4378933.000000 Penalty: 1019.018860
	Iteration 19Q: 3 clusters Score -4378933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -4378931.500000 Penalty: 1019.018860
	Iteration 20F: 3 clusters Score -4378932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (121255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121255 members 
Entering Unmasked Estep 
Score: -7252063.000000 Penalty: 532.607117
	Iteration 0F: 2 clusters Score -7252063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -7173145.000000 Penalty: 1065.214233
	Iteration 0F: 3 clusters Score -7173145 nChanged 59445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -7208836.000000 Penalty: 1065.214233
	Iteration 1F: 3 clusters Score -7208836 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7210093.500000 Penalty: 1065.214233
	Iteration 2Q: 3 clusters Score -7210094 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -7211748.500000 Penalty: 1065.214233
	Iteration 3Q: 3 clusters Score -7211748 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -7214111.000000 Penalty: 1065.214233
	Iteration 4Q: 3 clusters Score -7214111 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -7217732.000000 Penalty: 1065.214233
	Iteration 5F: 3 clusters Score -7217732 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -7223467.000000 Penalty: 1065.214233
	Iteration 6F: 3 clusters Score -7223467 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -7230567.000000 Penalty: 1065.214233
	Iteration 7F: 3 clusters Score -7230567 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -7234961.000000 Penalty: 1065.214233
	Iteration 8F: 3 clusters Score -7234961 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7236328.500000 Penalty: 1065.214233
	Iteration 9Q: 3 clusters Score -7236328 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7236767.000000 Penalty: 1065.214233
	Iteration 10Q: 3 clusters Score -7236767 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -7236957.500000 Penalty: 1065.214233
	Iteration 11Q: 3 clusters Score -7236958 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -7237168.000000 Penalty: 1065.214233
	Iteration 12Q: 3 clusters Score -7237168 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -7237383.500000 Penalty: 1065.214233
	Iteration 13Q: 3 clusters Score -7237384 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -7237568.000000 Penalty: 1065.214233
	Iteration 14Q: 3 clusters Score -7237568 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -7237748.500000 Penalty: 1065.214233
	Iteration 15Q: 3 clusters Score -7237748 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7237922.000000 Penalty: 1065.214233
	Iteration 16Q: 3 clusters Score -7237922 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -7238076.500000 Penalty: 1065.214233
	Iteration 17Q: 3 clusters Score -7238076 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7238200.500000 Penalty: 1065.214233
	Iteration 18Q: 3 clusters Score -7238200 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -7238351.500000 Penalty: 1065.214233
	Iteration 19Q: 3 clusters Score -7238352 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -7238533.500000 Penalty: 1065.214233
	Iteration 20F: 3 clusters Score -7238534 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7238690.000000 Penalty: 1065.214233
	Iteration 21Q: 3 clusters Score -7238690 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7238838.000000 Penalty: 1065.214233
	Iteration 22Q: 3 clusters Score -7238838 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -7238982.500000 Penalty: 1065.214233
	Iteration 23Q: 3 clusters Score -7238982 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -7239100.000000 Penalty: 1065.214233
	Iteration 24Q: 3 clusters Score -7239100 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7239263.000000 Penalty: 1065.214233
	Iteration 25Q: 3 clusters Score -7239263 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -7239454.500000 Penalty: 1065.214233
	Iteration 26Q: 3 clusters Score -7239454 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -7239575.000000 Penalty: 1065.214233
	Iteration 27Q: 3 clusters Score -7239575 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -7239697.000000 Penalty: 1065.214233
	Iteration 28Q: 3 clusters Score -7239697 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -7239907.500000 Penalty: 1065.214233
	Iteration 29Q: 3 clusters Score -7239908 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -7240027.500000 Penalty: 1065.214233
	Iteration 30Q: 3 clusters Score -7240028 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7240227.000000 Penalty: 1065.214233
	Iteration 31Q: 3 clusters Score -7240227 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7240403.500000 Penalty: 1065.214233
	Iteration 32Q: 3 clusters Score -7240404 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7240574.500000 Penalty: 1065.214233
	Iteration 33Q: 3 clusters Score -7240574 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7240748.000000 Penalty: 1065.214233
	Iteration 34Q: 3 clusters Score -7240748 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -7240897.000000 Penalty: 1065.214233
	Iteration 35Q: 3 clusters Score -7240897 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -7241016.500000 Penalty: 1065.214233
	Iteration 36Q: 3 clusters Score -7241016 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -7241069.500000 Penalty: 1065.214233
	Iteration 37Q: 3 clusters Score -7241070 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -7241261.500000 Penalty: 1065.214233
	Iteration 38Q: 3 clusters Score -7241262 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -7241299.000000 Penalty: 1065.214233
	Iteration 39Q: 3 clusters Score -7241299 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -7241369.500000 Penalty: 1065.214233
	Iteration 40F: 3 clusters Score -7241370 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7241397.500000 Penalty: 1065.214233
	Iteration 41Q: 3 clusters Score -7241398 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -7241439.000000 Penalty: 1065.214233
	Iteration 42Q: 3 clusters Score -7241439 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -7241458.000000 Penalty: 1065.214233
	Iteration 43Q: 3 clusters Score -7241458 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7241520.500000 Penalty: 1065.214233
	Iteration 44Q: 3 clusters Score -7241520 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -7241549.000000 Penalty: 1065.214233
	Iteration 45Q: 3 clusters Score -7241549 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7241580.500000 Penalty: 1065.214233
	Iteration 46Q: 3 clusters Score -7241580 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -7241658.000000 Penalty: 1065.214233
	Iteration 47Q: 3 clusters Score -7241658 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -7241684.500000 Penalty: 1065.214233
	Iteration 48Q: 3 clusters Score -7241684 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -7241734.500000 Penalty: 1065.214233
	Iteration 49Q: 3 clusters Score -7241734 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -7241758.500000 Penalty: 1065.214233
	Iteration 50Q: 3 clusters Score -7241758 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -7241828.500000 Penalty: 1065.214233
	Iteration 51Q: 3 clusters Score -7241828 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -7241904.500000 Penalty: 1065.214233
	Iteration 52Q: 3 clusters Score -7241904 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -7241998.000000 Penalty: 1065.214233
	Iteration 53Q: 3 clusters Score -7241998 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -7242108.500000 Penalty: 1065.214233
	Iteration 54Q: 3 clusters Score -7242108 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -7242226.500000 Penalty: 1065.214233
	Iteration 55Q: 3 clusters Score -7242226 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -7242311.500000 Penalty: 1065.214233
	Iteration 56Q: 3 clusters Score -7242312 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -7242458.500000 Penalty: 1065.214233
	Iteration 57Q: 3 clusters Score -7242458 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -7242637.500000 Penalty: 1065.214233
	Iteration 58Q: 3 clusters Score -7242638 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -7242813.000000 Penalty: 1065.214233
	Iteration 59Q: 3 clusters Score -7242813 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -7243050.500000 Penalty: 1065.214233
	Iteration 60F: 3 clusters Score -7243050 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -7243385.500000 Penalty: 1065.214233
	Iteration 61Q: 3 clusters Score -7243386 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -7243732.000000 Penalty: 1065.214233
	Iteration 62Q: 3 clusters Score -7243732 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -7244118.500000 Penalty: 1065.214233
	Iteration 63Q: 3 clusters Score -7244118 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -7244558.000000 Penalty: 1065.214233
	Iteration 64Q: 3 clusters Score -7244558 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -7245130.000000 Penalty: 1065.214233
	Iteration 65Q: 3 clusters Score -7245130 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -7245801.500000 Penalty: 1065.214233
	Iteration 66Q: 3 clusters Score -7245802 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -7246514.000000 Penalty: 1065.214233
	Iteration 67Q: 3 clusters Score -7246514 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -7247382.000000 Penalty: 1065.214233
	Iteration 68Q: 3 clusters Score -7247382 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -7248289.500000 Penalty: 1065.214233
	Iteration 69Q: 3 clusters Score -7248290 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -7249091.000000 Penalty: 1065.214233
	Iteration 70Q: 3 clusters Score -7249091 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -7249815.500000 Penalty: 1065.214233
	Iteration 71Q: 3 clusters Score -7249816 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -7250423.000000 Penalty: 1065.214233
	Iteration 72Q: 3 clusters Score -7250423 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -7250896.000000 Penalty: 1065.214233
	Iteration 73Q: 3 clusters Score -7250896 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -7251054.500000 Penalty: 1065.214233
	Iteration 74Q: 3 clusters Score -7251054 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -7251041.000000 Penalty: 1065.214233
	Iteration 75Q: 3 clusters Score -7251041 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -7250946.000000 Penalty: 1065.214233
	Iteration 76Q: 3 clusters Score -7250946 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -7250839.500000 Penalty: 1065.214233
	Iteration 77Q: 3 clusters Score -7250840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -7250790.000000 Penalty: 1065.214233
	Iteration 78Q: 3 clusters Score -7250790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -7250779.000000 Penalty: 1065.214233
	Iteration 79Q: 3 clusters Score -7250779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -7251642.500000 Penalty: 1065.214233
	Iteration 80F: 3 clusters Score -7251642 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -7251920.000000 Penalty: 1065.214233
	Iteration 81Q: 3 clusters Score -7251920 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -7252155.500000 Penalty: 1065.214233
	Iteration 82Q: 3 clusters Score -7252156 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -7252190.500000 Penalty: 1065.214233
	Iteration 83Q: 3 clusters Score -7252190 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -7252246.000000 Penalty: 1065.214233
	Iteration 84Q: 3 clusters Score -7252246 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -7252246.500000 Penalty: 1065.214233
	Iteration 85Q: 3 clusters Score -7252246 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -7252241.000000 Penalty: 1065.214233
	Iteration 86Q: 3 clusters Score -7252241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -7252232.500000 Penalty: 1065.214233
	Iteration 87Q: 3 clusters Score -7252232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -7252204.500000 Penalty: 1065.214233
	Iteration 88Q: 3 clusters Score -7252204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -7252157.000000 Penalty: 1065.214233
	Iteration 89Q: 3 clusters Score -7252157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -7252131.000000 Penalty: 1065.214233
	Iteration 90Q: 3 clusters Score -7252131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -7252106.500000 Penalty: 1065.214233
	Iteration 91Q: 3 clusters Score -7252106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 120699 members 
Entering Unmasked Estep 
Score: -7252099.500000 Penalty: 1065.214233
	Iteration 92Q: 3 clusters Score -7252100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -7252088.500000 Penalty: 1065.214233
	Iteration 93Q: 3 clusters Score -7252088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 120753 members 
Entering Unmasked Estep 
Score: -7252077.500000 Penalty: 1065.214233
	Iteration 94Q: 3 clusters Score -7252078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 120773 members 
Entering Unmasked Estep 
Score: -7252077.500000 Penalty: 1065.214233
	Iteration 95Q: 3 clusters Score -7252078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -7252071.000000 Penalty: 1065.214233
	Iteration 96Q: 3 clusters Score -7252071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -7252066.500000 Penalty: 1065.214233
	Iteration 97Q: 3 clusters Score -7252066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -7252058.000000 Penalty: 1065.214233
	Iteration 98Q: 3 clusters Score -7252058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -7252056.500000 Penalty: 1065.214233
	Iteration 99Q: 3 clusters Score -7252056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
Score: -7252056.500000 Penalty: 1065.214233
	Iteration 100F: 3 clusters Score -7252056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -7252055.000000 Penalty: 1065.214233
	Iteration 101Q: 3 clusters Score -7252055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -7252046.000000 Penalty: 1065.214233
	Iteration 102Q: 3 clusters Score -7252046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -7252045.500000 Penalty: 1065.214233
	Iteration 103Q: 3 clusters Score -7252046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -7252043.500000 Penalty: 1065.214233
	Iteration 104Q: 3 clusters Score -7252044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -7252039.000000 Penalty: 1065.214233
	Iteration 105Q: 3 clusters Score -7252039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -7252039.000000 Penalty: 1065.214233
	Iteration 106F: 3 clusters Score -7252039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -53132.128906 Penalty: 307.809265
	Iteration 0F: 2 clusters Score -53132.13 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 442 members 
Entering Unmasked Estep 
Score: -52401.546875 Penalty: 615.618530
	Iteration 0F: 3 clusters Score -52401.55 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52614.269531 Penalty: 615.618530
	Iteration 1F: 3 clusters Score -52614.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52675.695312 Penalty: 615.618530
	Iteration 2F: 3 clusters Score -52675.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52729.753906 Penalty: 615.618530
	Iteration 3F: 3 clusters Score -52729.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52771.265625 Penalty: 615.618530
	Iteration 4F: 3 clusters Score -52771.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52812.593750 Penalty: 615.618530
	Iteration 5Q: 3 clusters Score -52812.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52850.382812 Penalty: 615.618530
	Iteration 6Q: 3 clusters Score -52850.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52872.023438 Penalty: 615.618530
	Iteration 7Q: 3 clusters Score -52872.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52892.656250 Penalty: 615.618530
	Iteration 8Q: 3 clusters Score -52892.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52910.316406 Penalty: 615.618530
	Iteration 9Q: 3 clusters Score -52910.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52932.070312 Penalty: 615.618530
	Iteration 10Q: 3 clusters Score -52932.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52950.031250 Penalty: 615.618530
	Iteration 11Q: 3 clusters Score -52950.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52963.269531 Penalty: 615.618530
	Iteration 12Q: 3 clusters Score -52963.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52969.753906 Penalty: 615.618530
	Iteration 13Q: 3 clusters Score -52969.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52974.097656 Penalty: 615.618530
	Iteration 14Q: 3 clusters Score -52974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52980.792969 Penalty: 615.618530
	Iteration 15Q: 3 clusters Score -52980.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52983.429688 Penalty: 615.618530
	Iteration 16Q: 3 clusters Score -52983.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52983.890625 Penalty: 615.618530
	Iteration 17Q: 3 clusters Score -52983.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52984.027344 Penalty: 615.618530
	Iteration 18Q: 3 clusters Score -52984.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52984.027344 Penalty: 615.618530
	Iteration 19F: 3 clusters Score -52984.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -88969.468750 Penalty: 335.971527
	Iteration 0F: 2 clusters Score -88969.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -87752.101562 Penalty: 671.943054
	Iteration 0F: 3 clusters Score -87752.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -88153.117188 Penalty: 671.943054
	Iteration 1F: 3 clusters Score -88153.12 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -88264.703125 Penalty: 671.943054
	Iteration 2F: 3 clusters Score -88264.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88382.007812 Penalty: 671.943054
	Iteration 3F: 3 clusters Score -88382.01 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -88469.945312 Penalty: 671.943054
	Iteration 4F: 3 clusters Score -88469.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88538.515625 Penalty: 671.943054
	Iteration 5F: 3 clusters Score -88538.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88573.609375 Penalty: 671.943054
	Iteration 6Q: 3 clusters Score -88573.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88585.687500 Penalty: 671.943054
	Iteration 7Q: 3 clusters Score -88585.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -88593.148438 Penalty: 671.943054
	Iteration 8Q: 3 clusters Score -88593.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -88598.984375 Penalty: 671.943054
	Iteration 9Q: 3 clusters Score -88598.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88603.593750 Penalty: 671.943054
	Iteration 10Q: 3 clusters Score -88603.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -88606.992188 Penalty: 671.943054
	Iteration 11Q: 3 clusters Score -88606.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88610.453125 Penalty: 671.943054
	Iteration 12Q: 3 clusters Score -88610.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88612.898438 Penalty: 671.943054
	Iteration 13Q: 3 clusters Score -88612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -88613.820312 Penalty: 671.943054
	Iteration 14Q: 3 clusters Score -88613.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88614.031250 Penalty: 671.943054
	Iteration 15Q: 3 clusters Score -88614.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88614.031250 Penalty: 671.943054
	Iteration 16F: 3 clusters Score -88614.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -14239.824219 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -14239.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13924.153320 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -13924.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14046.373047 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -14046.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14136.605469 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -14136.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14171.237305 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -14171.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14180.447266 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -14180.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14187.048828 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -14187.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14187.590820 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -14187.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14187.590820 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -14187.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Entering Unmasked Estep 
Score: -8435475.000000 Penalty: 539.386841
	Iteration 0F: 2 clusters Score -8435475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8344643.500000 Penalty: 1078.773682
	Iteration 0F: 3 clusters Score -8344644 nChanged 69171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -8388963.000000 Penalty: 1078.773682
	Iteration 1F: 3 clusters Score -8388963 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -8392580.000000 Penalty: 1078.773682
	Iteration 2F: 3 clusters Score -8392580 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -8398971.000000 Penalty: 1078.773682
	Iteration 3F: 3 clusters Score -8398971 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8407399.000000 Penalty: 1078.773682
	Iteration 4F: 3 clusters Score -8407399 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8415410.000000 Penalty: 1078.773682
	Iteration 5F: 3 clusters Score -8415410 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -8420256.000000 Penalty: 1078.773682
	Iteration 6F: 3 clusters Score -8420256 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8422601.000000 Penalty: 1078.773682
	Iteration 7Q: 3 clusters Score -8422601 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8424273.000000 Penalty: 1078.773682
	Iteration 8Q: 3 clusters Score -8424273 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -8425770.000000 Penalty: 1078.773682
	Iteration 9Q: 3 clusters Score -8425770 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -8427250.000000 Penalty: 1078.773682
	Iteration 10Q: 3 clusters Score -8427250 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -8428882.000000 Penalty: 1078.773682
	Iteration 11Q: 3 clusters Score -8428882 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131749 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -8430481.000000 Penalty: 1078.773682
	Iteration 12Q: 3 clusters Score -8430481 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134521 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8431927.000000 Penalty: 1078.773682
	Iteration 13Q: 3 clusters Score -8431927 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136629 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8432954.000000 Penalty: 1078.773682
	Iteration 14Q: 3 clusters Score -8432954 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8433739.000000 Penalty: 1078.773682
	Iteration 15Q: 3 clusters Score -8433739 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139346 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8434331.000000 Penalty: 1078.773682
	Iteration 16Q: 3 clusters Score -8434331 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8434692.000000 Penalty: 1078.773682
	Iteration 17Q: 3 clusters Score -8434692 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8434869.000000 Penalty: 1078.773682
	Iteration 18Q: 3 clusters Score -8434869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8434933.000000 Penalty: 1078.773682
	Iteration 19Q: 3 clusters Score -8434933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8434964.000000 Penalty: 1078.773682
	Iteration 20F: 3 clusters Score -8434964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8434979.000000 Penalty: 1078.773682
	Iteration 21Q: 3 clusters Score -8434979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8434992.000000 Penalty: 1078.773682
	Iteration 22Q: 3 clusters Score -8434992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8435004.000000 Penalty: 1078.773682
	Iteration 23Q: 3 clusters Score -8435004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140653 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8435001.000000 Penalty: 1078.773682
	Iteration 24Q: 3 clusters Score -8435001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140654 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8435009.000000 Penalty: 1078.773682
	Iteration 25Q: 3 clusters Score -8435009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140654 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8435009.000000 Penalty: 1078.773682
	Iteration 26F: 3 clusters Score -8435009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Entering Unmasked Estep 
Score: -930047.562500 Penalty: 439.248260
	Iteration 0F: 2 clusters Score -930047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -919624.937500 Penalty: 878.496521
	Iteration 0F: 3 clusters Score -919624.9 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -924036.812500 Penalty: 878.496521
	Iteration 1F: 3 clusters Score -924036.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -924273.562500 Penalty: 878.496521
	Iteration 2Q: 3 clusters Score -924273.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -924549.437500 Penalty: 878.496521
	Iteration 3Q: 3 clusters Score -924549.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -924884.750000 Penalty: 878.496521
	Iteration 4F: 3 clusters Score -924884.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -925245.000000 Penalty: 878.496521
	Iteration 5Q: 3 clusters Score -925245 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -925743.437500 Penalty: 878.496521
	Iteration 6F: 3 clusters Score -925743.4 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -926429.750000 Penalty: 878.496521
	Iteration 7F: 3 clusters Score -926429.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -927261.125000 Penalty: 878.496521
	Iteration 8F: 3 clusters Score -927261.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -928087.312500 Penalty: 878.496521
	Iteration 9F: 3 clusters Score -928087.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -928749.500000 Penalty: 878.496521
	Iteration 10Q: 3 clusters Score -928749.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -929167.562500 Penalty: 878.496521
	Iteration 11Q: 3 clusters Score -929167.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -929380.250000 Penalty: 878.496521
	Iteration 12Q: 3 clusters Score -929380.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -929505.687500 Penalty: 878.496521
	Iteration 13Q: 3 clusters Score -929505.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -929577.312500 Penalty: 878.496521
	Iteration 14Q: 3 clusters Score -929577.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -929611.937500 Penalty: 878.496521
	Iteration 15Q: 3 clusters Score -929611.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -929645.000000 Penalty: 878.496521
	Iteration 16Q: 3 clusters Score -929645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -929662.125000 Penalty: 878.496521
	Iteration 17Q: 3 clusters Score -929662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -929672.312500 Penalty: 878.496521
	Iteration 18Q: 3 clusters Score -929672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -929678.000000 Penalty: 878.496521
	Iteration 19Q: 3 clusters Score -929678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -929684.250000 Penalty: 878.496521
	Iteration 20F: 3 clusters Score -929684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -929691.312500 Penalty: 878.496521
	Iteration 21Q: 3 clusters Score -929691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -929694.062500 Penalty: 878.496521
	Iteration 22Q: 3 clusters Score -929694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -929694.500000 Penalty: 878.496521
	Iteration 23Q: 3 clusters Score -929694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -929694.500000 Penalty: 878.496521
	Iteration 24F: 3 clusters Score -929694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (58652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Entering Unmasked Estep 
Score: -3543978.750000 Penalty: 499.561646
	Iteration 0F: 2 clusters Score -3543979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3504479.500000 Penalty: 999.123291
	Iteration 0F: 3 clusters Score -3504480 nChanged 28395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3522680.250000 Penalty: 999.123291
	Iteration 1F: 3 clusters Score -3522680 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -3525282.000000 Penalty: 999.123291
	Iteration 2F: 3 clusters Score -3525282 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -3529322.000000 Penalty: 999.123291
	Iteration 3F: 3 clusters Score -3529322 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -3534279.250000 Penalty: 999.123291
	Iteration 4F: 3 clusters Score -3534279 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -3538876.000000 Penalty: 999.123291
	Iteration 5F: 3 clusters Score -3538876 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -3541806.500000 Penalty: 999.123291
	Iteration 6Q: 3 clusters Score -3541806 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -3542955.250000 Penalty: 999.123291
	Iteration 7Q: 3 clusters Score -3542955 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -3543342.000000 Penalty: 999.123291
	Iteration 8Q: 3 clusters Score -3543342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -3543495.000000 Penalty: 999.123291
	Iteration 9Q: 3 clusters Score -3543495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -3543546.250000 Penalty: 999.123291
	Iteration 10Q: 3 clusters Score -3543546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -3543608.250000 Penalty: 999.123291
	Iteration 11Q: 3 clusters Score -3543608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -3543627.000000 Penalty: 999.123291
	Iteration 12Q: 3 clusters Score -3543627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -3543641.750000 Penalty: 999.123291
	Iteration 13Q: 3 clusters Score -3543642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -3543661.000000 Penalty: 999.123291
	Iteration 14Q: 3 clusters Score -3543661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -3543669.000000 Penalty: 999.123291
	Iteration 15Q: 3 clusters Score -3543669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -3543674.750000 Penalty: 999.123291
	Iteration 16Q: 3 clusters Score -3543675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -3543675.250000 Penalty: 999.123291
	Iteration 17Q: 3 clusters Score -3543675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -3543674.750000 Penalty: 999.123291
	Iteration 18Q: 3 clusters Score -3543675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -3543674.500000 Penalty: 999.123291
	Iteration 19Q: 3 clusters Score -3543674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -3543674.250000 Penalty: 999.123291
	Iteration 20F: 3 clusters Score -3543674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8316.865234 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8316.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8056.159668 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8056.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8113.391113 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8113.391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8136.463867 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8136.464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8142.808594 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8142.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8143.389648 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8143.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8144.454102 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8144.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8144.454102 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -8144.454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8202.457031 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8202.457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7959.962891 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7959.963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8077.307617 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8077.308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8097.266602 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8097.267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8102.418457 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8102.418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8110.957031 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8110.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8118.734863 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8118.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8123.671387 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8123.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8128.360840 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -8128.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8129.696777 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -8129.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8129.696777 Penalty: 468.421997
	Iteration 9F: 3 clusters Score -8129.697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -104324.273438 Penalty: 341.474854
	Iteration 0F: 2 clusters Score -104324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -103047.406250 Penalty: 682.949707
	Iteration 0F: 3 clusters Score -103047.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -103516.281250 Penalty: 682.949707
	Iteration 1F: 3 clusters Score -103516.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103592.359375 Penalty: 682.949707
	Iteration 2F: 3 clusters Score -103592.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -103652.648438 Penalty: 682.949707
	Iteration 3F: 3 clusters Score -103652.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -103706.226562 Penalty: 682.949707
	Iteration 4Q: 3 clusters Score -103706.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -103772.984375 Penalty: 682.949707
	Iteration 5Q: 3 clusters Score -103773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -103820.281250 Penalty: 682.949707
	Iteration 6Q: 3 clusters Score -103820.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -103848.781250 Penalty: 682.949707
	Iteration 7Q: 3 clusters Score -103848.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -103876.375000 Penalty: 682.949707
	Iteration 8Q: 3 clusters Score -103876.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -103900.460938 Penalty: 682.949707
	Iteration 9Q: 3 clusters Score -103900.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -103921.007812 Penalty: 682.949707
	Iteration 10Q: 3 clusters Score -103921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -103950.820312 Penalty: 682.949707
	Iteration 11Q: 3 clusters Score -103950.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -103969.507812 Penalty: 682.949707
	Iteration 12Q: 3 clusters Score -103969.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -103985.101562 Penalty: 682.949707
	Iteration 13Q: 3 clusters Score -103985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -104004.640625 Penalty: 682.949707
	Iteration 14Q: 3 clusters Score -104004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -104020.429688 Penalty: 682.949707
	Iteration 15Q: 3 clusters Score -104020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -104047.390625 Penalty: 682.949707
	Iteration 16Q: 3 clusters Score -104047.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -104078.828125 Penalty: 682.949707
	Iteration 17Q: 3 clusters Score -104078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -104089.539062 Penalty: 682.949707
	Iteration 18Q: 3 clusters Score -104089.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -104091.710938 Penalty: 682.949707
	Iteration 19Q: 3 clusters Score -104091.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -104092.414062 Penalty: 682.949707
	Iteration 20F: 3 clusters Score -104092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Entering Unmasked Estep 
Score: -473108.031250 Penalty: 407.777161
	Iteration 0F: 2 clusters Score -473108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -467906.343750 Penalty: 815.554321
	Iteration 0F: 3 clusters Score -467906.3 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -470066.875000 Penalty: 815.554321
	Iteration 1F: 3 clusters Score -470066.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -470326.593750 Penalty: 815.554321
	Iteration 2F: 3 clusters Score -470326.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -470607.750000 Penalty: 815.554321
	Iteration 3F: 3 clusters Score -470607.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -471004.031250 Penalty: 815.554321
	Iteration 4F: 3 clusters Score -471004 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -471421.406250 Penalty: 815.554321
	Iteration 5F: 3 clusters Score -471421.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -471746.218750 Penalty: 815.554321
	Iteration 6F: 3 clusters Score -471746.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -471874.218750 Penalty: 815.554321
	Iteration 7Q: 3 clusters Score -471874.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -471920.406250 Penalty: 815.554321
	Iteration 8Q: 3 clusters Score -471920.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -471941.500000 Penalty: 815.554321
	Iteration 9Q: 3 clusters Score -471941.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -471959.000000 Penalty: 815.554321
	Iteration 10Q: 3 clusters Score -471959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -471973.500000 Penalty: 815.554321
	Iteration 11Q: 3 clusters Score -471973.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -471987.250000 Penalty: 815.554321
	Iteration 12Q: 3 clusters Score -471987.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -472001.093750 Penalty: 815.554321
	Iteration 13Q: 3 clusters Score -472001.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -472018.062500 Penalty: 815.554321
	Iteration 14Q: 3 clusters Score -472018.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -472034.500000 Penalty: 815.554321
	Iteration 15Q: 3 clusters Score -472034.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -472049.406250 Penalty: 815.554321
	Iteration 16Q: 3 clusters Score -472049.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -472061.656250 Penalty: 815.554321
	Iteration 17Q: 3 clusters Score -472061.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -472069.375000 Penalty: 815.554321
	Iteration 18Q: 3 clusters Score -472069.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -472077.437500 Penalty: 815.554321
	Iteration 19Q: 3 clusters Score -472077.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -472082.687500 Penalty: 815.554321
	Iteration 20F: 3 clusters Score -472082.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -472087.000000 Penalty: 815.554321
	Iteration 21Q: 3 clusters Score -472087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -472093.562500 Penalty: 815.554321
	Iteration 22Q: 3 clusters Score -472093.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -472101.500000 Penalty: 815.554321
	Iteration 23Q: 3 clusters Score -472101.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -472112.250000 Penalty: 815.554321
	Iteration 24Q: 3 clusters Score -472112.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -472124.062500 Penalty: 815.554321
	Iteration 25Q: 3 clusters Score -472124.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -472135.250000 Penalty: 815.554321
	Iteration 26Q: 3 clusters Score -472135.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -472148.781250 Penalty: 815.554321
	Iteration 27Q: 3 clusters Score -472148.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -472164.968750 Penalty: 815.554321
	Iteration 28Q: 3 clusters Score -472165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -472188.062500 Penalty: 815.554321
	Iteration 29Q: 3 clusters Score -472188.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -472209.625000 Penalty: 815.554321
	Iteration 30Q: 3 clusters Score -472209.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -472226.187500 Penalty: 815.554321
	Iteration 31Q: 3 clusters Score -472226.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -472240.968750 Penalty: 815.554321
	Iteration 32Q: 3 clusters Score -472241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -472257.656250 Penalty: 815.554321
	Iteration 33Q: 3 clusters Score -472257.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -472272.750000 Penalty: 815.554321
	Iteration 34Q: 3 clusters Score -472272.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -472287.812500 Penalty: 815.554321
	Iteration 35Q: 3 clusters Score -472287.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -472305.218750 Penalty: 815.554321
	Iteration 36Q: 3 clusters Score -472305.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -472318.218750 Penalty: 815.554321
	Iteration 37Q: 3 clusters Score -472318.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -472332.875000 Penalty: 815.554321
	Iteration 38Q: 3 clusters Score -472332.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -472346.125000 Penalty: 815.554321
	Iteration 39Q: 3 clusters Score -472346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -472355.968750 Penalty: 815.554321
	Iteration 40F: 3 clusters Score -472356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -472366.812500 Penalty: 815.554321
	Iteration 41Q: 3 clusters Score -472366.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -472376.343750 Penalty: 815.554321
	Iteration 42Q: 3 clusters Score -472376.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -472385.156250 Penalty: 815.554321
	Iteration 43Q: 3 clusters Score -472385.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -472398.000000 Penalty: 815.554321
	Iteration 44Q: 3 clusters Score -472398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -472415.562500 Penalty: 815.554321
	Iteration 45Q: 3 clusters Score -472415.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -472432.281250 Penalty: 815.554321
	Iteration 46Q: 3 clusters Score -472432.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -472447.625000 Penalty: 815.554321
	Iteration 47Q: 3 clusters Score -472447.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -472463.062500 Penalty: 815.554321
	Iteration 48Q: 3 clusters Score -472463.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -472481.187500 Penalty: 815.554321
	Iteration 49Q: 3 clusters Score -472481.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -472495.937500 Penalty: 815.554321
	Iteration 50Q: 3 clusters Score -472495.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -472507.375000 Penalty: 815.554321
	Iteration 51Q: 3 clusters Score -472507.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -472515.406250 Penalty: 815.554321
	Iteration 52Q: 3 clusters Score -472515.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -472527.281250 Penalty: 815.554321
	Iteration 53Q: 3 clusters Score -472527.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -472541.156250 Penalty: 815.554321
	Iteration 54Q: 3 clusters Score -472541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -472554.187500 Penalty: 815.554321
	Iteration 55Q: 3 clusters Score -472554.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -472565.468750 Penalty: 815.554321
	Iteration 56Q: 3 clusters Score -472565.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -472573.062500 Penalty: 815.554321
	Iteration 57Q: 3 clusters Score -472573.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -472577.812500 Penalty: 815.554321
	Iteration 58Q: 3 clusters Score -472577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -472588.750000 Penalty: 815.554321
	Iteration 59Q: 3 clusters Score -472588.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -472600.656250 Penalty: 815.554321
	Iteration 60F: 3 clusters Score -472600.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -472616.781250 Penalty: 815.554321
	Iteration 61Q: 3 clusters Score -472616.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -472628.531250 Penalty: 815.554321
	Iteration 62Q: 3 clusters Score -472628.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -472642.781250 Penalty: 815.554321
	Iteration 63Q: 3 clusters Score -472642.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -472660.375000 Penalty: 815.554321
	Iteration 64Q: 3 clusters Score -472660.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -472679.281250 Penalty: 815.554321
	Iteration 65Q: 3 clusters Score -472679.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -472697.187500 Penalty: 815.554321
	Iteration 66Q: 3 clusters Score -472697.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -472714.281250 Penalty: 815.554321
	Iteration 67Q: 3 clusters Score -472714.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -472729.906250 Penalty: 815.554321
	Iteration 68Q: 3 clusters Score -472729.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -472746.343750 Penalty: 815.554321
	Iteration 69Q: 3 clusters Score -472746.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -472760.656250 Penalty: 815.554321
	Iteration 70Q: 3 clusters Score -472760.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -472777.093750 Penalty: 815.554321
	Iteration 71Q: 3 clusters Score -472777.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -472795.218750 Penalty: 815.554321
	Iteration 72Q: 3 clusters Score -472795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -472803.500000 Penalty: 815.554321
	Iteration 73Q: 3 clusters Score -472803.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -472808.281250 Penalty: 815.554321
	Iteration 74Q: 3 clusters Score -472808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -472814.812500 Penalty: 815.554321
	Iteration 75Q: 3 clusters Score -472814.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -472815.625000 Penalty: 815.554321
	Iteration 76Q: 3 clusters Score -472815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -472817.562500 Penalty: 815.554321
	Iteration 77Q: 3 clusters Score -472817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -472818.156250 Penalty: 815.554321
	Iteration 78Q: 3 clusters Score -472818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -472817.843750 Penalty: 815.554321
	Iteration 79Q: 3 clusters Score -472817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -472818.468750 Penalty: 815.554321
	Iteration 80F: 3 clusters Score -472818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -472818.656250 Penalty: 815.554321
	Iteration 81Q: 3 clusters Score -472818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -472819.031250 Penalty: 815.554321
	Iteration 82Q: 3 clusters Score -472819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -472819.031250 Penalty: 815.554321
	Iteration 83F: 3 clusters Score -472819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -22971.976562 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -22971.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22552.578125 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -22552.58 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22701.718750 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -22701.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22763.587891 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -22763.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22820.585938 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -22820.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22872.998047 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -22873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22900.882812 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -22900.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22924.351562 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -22924.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22937.546875 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -22937.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22943.748047 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -22943.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22950.505859 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -22950.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22959.013672 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -22959.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22969.755859 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -22969.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22985.697266 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -22985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23002.716797 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -23002.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23020.302734 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -23020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23031.837891 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -23031.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23046.873047 Penalty: 547.025330
	Iteration 16Q: 3 clusters Score -23046.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23078.474609 Penalty: 547.025330
	Iteration 17Q: 3 clusters Score -23078.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23115.294922 Penalty: 547.025330
	Iteration 18Q: 3 clusters Score -23115.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23147.224609 Penalty: 547.025330
	Iteration 19Q: 3 clusters Score -23147.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23188.781250 Penalty: 547.025330
	Iteration 20F: 3 clusters Score -23188.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23230.062500 Penalty: 547.025330
	Iteration 21Q: 3 clusters Score -23230.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23232.992188 Penalty: 547.025330
	Iteration 22Q: 3 clusters Score -23232.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23234.539062 Penalty: 547.025330
	Iteration 23Q: 3 clusters Score -23234.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23234.539062 Penalty: 547.025330
	Iteration 24F: 3 clusters Score -23234.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Entering Unmasked Estep 
Score: -58199852.000000 Penalty: 40908.250000
Splitting cluster 26 changes total score from -58195456.000000 to -58199852.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 27 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -113737.734375 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -113737.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -112206.187500 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -112206.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -112793.289062 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -112793.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -112912.609375 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -112912.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -112989.039062 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -112989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -113040.226562 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -113040.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113080.734375 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -113080.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -113121.750000 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -113121.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -113160.914062 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -113160.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -113201.687500 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -113201.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -113247.640625 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -113247.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113302.375000 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -113302.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -113351.679688 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -113351.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113412.898438 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -113412.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -113468.476562 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -113468.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113493.882812 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -113493.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113511.671875 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -113511.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113526.343750 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -113526.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113536.281250 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -113536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113547.742188 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -113547.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113557.578125 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -113557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113567.882812 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -113567.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113589.796875 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -113589.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113607.906250 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -113607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113631.976562 Penalty: 699.231628
	Iteration 23Q: 3 clusters Score -113632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113672.132812 Penalty: 699.231628
	Iteration 24Q: 3 clusters Score -113672.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113702.476562 Penalty: 699.231628
	Iteration 25Q: 3 clusters Score -113702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113711.687500 Penalty: 699.231628
	Iteration 26Q: 3 clusters Score -113711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113714.593750 Penalty: 699.231628
	Iteration 27Q: 3 clusters Score -113714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113717.789062 Penalty: 699.231628
	Iteration 28Q: 3 clusters Score -113717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113718.187500 Penalty: 699.231628
	Iteration 29Q: 3 clusters Score -113718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113719.000000 Penalty: 699.231628
	Iteration 30Q: 3 clusters Score -113719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113719.515625 Penalty: 699.231628
	Iteration 31Q: 3 clusters Score -113719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113719.515625 Penalty: 699.231628
	Iteration 32F: 3 clusters Score -113719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -174212.312500 Penalty: 363.771118
	Iteration 0F: 2 clusters Score -174212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -172156.640625 Penalty: 727.542236
	Iteration 0F: 3 clusters Score -172156.6 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -172884.343750 Penalty: 727.542236
	Iteration 1F: 3 clusters Score -172884.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -173012.421875 Penalty: 727.542236
	Iteration 2F: 3 clusters Score -173012.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -173148.843750 Penalty: 727.542236
	Iteration 3F: 3 clusters Score -173148.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -173296.171875 Penalty: 727.542236
	Iteration 4F: 3 clusters Score -173296.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -173440.390625 Penalty: 727.542236
	Iteration 5F: 3 clusters Score -173440.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -173560.234375 Penalty: 727.542236
	Iteration 6F: 3 clusters Score -173560.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -173656.984375 Penalty: 727.542236
	Iteration 7F: 3 clusters Score -173657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -173726.125000 Penalty: 727.542236
	Iteration 8Q: 3 clusters Score -173726.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -173783.312500 Penalty: 727.542236
	Iteration 9Q: 3 clusters Score -173783.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -173844.296875 Penalty: 727.542236
	Iteration 10Q: 3 clusters Score -173844.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -173913.281250 Penalty: 727.542236
	Iteration 11Q: 3 clusters Score -173913.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -173977.343750 Penalty: 727.542236
	Iteration 12Q: 3 clusters Score -173977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -173998.671875 Penalty: 727.542236
	Iteration 13Q: 3 clusters Score -173998.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -174007.890625 Penalty: 727.542236
	Iteration 14Q: 3 clusters Score -174007.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -174009.859375 Penalty: 727.542236
	Iteration 15Q: 3 clusters Score -174009.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -174012.343750 Penalty: 727.542236
	Iteration 16Q: 3 clusters Score -174012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -174012.421875 Penalty: 727.542236
	Iteration 17Q: 3 clusters Score -174012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -174013.562500 Penalty: 727.542236
	Iteration 18Q: 3 clusters Score -174013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -174015.328125 Penalty: 727.542236
	Iteration 19Q: 3 clusters Score -174015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -174016.015625 Penalty: 727.542236
	Iteration 20F: 3 clusters Score -174016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -174016.875000 Penalty: 727.542236
	Iteration 21Q: 3 clusters Score -174016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -174018.437500 Penalty: 727.542236
	Iteration 22Q: 3 clusters Score -174018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -174019.015625 Penalty: 727.542236
	Iteration 23Q: 3 clusters Score -174019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -174018.968750 Penalty: 727.542236
	Iteration 24Q: 3 clusters Score -174019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -174018.968750 Penalty: 727.542236
	Iteration 25F: 3 clusters Score -174019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12792.587891 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12792.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12502.921875 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12502.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12694.237305 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12694.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12717.444336 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12717.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12725.808594 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -12725.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12732.439453 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12732.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12735.784180 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12735.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12741.218750 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12741.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12741.800781 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -12741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12741.800781 Penalty: 499.116516
	Iteration 8F: 3 clusters Score -12741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34562.000000 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34562 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 284 members 
Entering Unmasked Estep 
Score: -34053.148438 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34053.15 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34299.480469 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34299.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34387.582031 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34387.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34437.527344 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34437.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34471.503906 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34490.906250 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34490.91 nChanged 12
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: -34499.539062 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34499.54 nChanged 7
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: -34503.632812 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34503.63 nChanged 5
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: -34511.437500 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34511.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34516.675781 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34516.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34519.558594 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34519.56 nChanged 6
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: -34523.687500 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34523.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34524.355469 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34524.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34524.953125 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34524.95 nChanged 1
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: -34525.496094 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34525.5 nChanged 0
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: -34525.496094 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -34525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -5155.438477 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -5155.438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4896.072266 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -4896.072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4966.501953 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -4966.502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4987.152832 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -4987.153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4997.288574 Penalty: 472.559082
	Iteration 3F: 3 clusters Score -4997.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5000.745117 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -5000.745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5001.172363 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -5001.172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5001.172363 Penalty: 472.559082
	Iteration 6F: 3 clusters Score -5001.172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -74846.445312 Penalty: 324.053711
	Iteration 0F: 2 clusters Score -74846.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -73903.070312 Penalty: 648.107422
	Iteration 0F: 3 clusters Score -73903.07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74228.828125 Penalty: 648.107422
	Iteration 1F: 3 clusters Score -74228.83 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74348.375000 Penalty: 648.107422
	Iteration 2F: 3 clusters Score -74348.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74437.882812 Penalty: 648.107422
	Iteration 3F: 3 clusters Score -74437.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74534.507812 Penalty: 648.107422
	Iteration 4F: 3 clusters Score -74534.51 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -74710.585938 Penalty: 648.107422
	Iteration 5F: 3 clusters Score -74710.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -75041.281250 Penalty: 648.107422
	Iteration 6F: 3 clusters Score -75041.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -75216.265625 Penalty: 648.107422
	Iteration 7F: 3 clusters Score -75216.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75271.460938 Penalty: 648.107422
	Iteration 8Q: 3 clusters Score -75271.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75312.484375 Penalty: 648.107422
	Iteration 9Q: 3 clusters Score -75312.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75338.953125 Penalty: 648.107422
	Iteration 10Q: 3 clusters Score -75338.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -75359.343750 Penalty: 648.107422
	Iteration 11Q: 3 clusters Score -75359.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -75428.687500 Penalty: 648.107422
	Iteration 12Q: 3 clusters Score -75428.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -75478.437500 Penalty: 648.107422
	Iteration 13Q: 3 clusters Score -75478.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -75508.570312 Penalty: 648.107422
	Iteration 14Q: 3 clusters Score -75508.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -75535.351562 Penalty: 648.107422
	Iteration 15Q: 3 clusters Score -75535.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75546.046875 Penalty: 648.107422
	Iteration 16Q: 3 clusters Score -75546.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75550.085938 Penalty: 648.107422
	Iteration 17Q: 3 clusters Score -75550.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -75552.257812 Penalty: 648.107422
	Iteration 18Q: 3 clusters Score -75552.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75554.968750 Penalty: 648.107422
	Iteration 19Q: 3 clusters Score -75554.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75555.507812 Penalty: 648.107422
	Iteration 20F: 3 clusters Score -75555.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Entering Unmasked Estep 
Score: -58200228.000000 Penalty: 41537.605469
Splitting cluster 32 changes total score from -58195456.000000 to -58200228.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 33 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -55282.023438 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -55282.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54544.753906 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -54544.75 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54757.011719 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -54757.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54804.914062 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -54804.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54841.910156 Penalty: 617.693909
	Iteration 3Q: 3 clusters Score -54841.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54895.390625 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -54895.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54969.171875 Penalty: 617.693909
	Iteration 5F: 3 clusters Score -54969.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55033.890625 Penalty: 617.693909
	Iteration 6F: 3 clusters Score -55033.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55118.507812 Penalty: 617.693909
	Iteration 7F: 3 clusters Score -55118.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55234.519531 Penalty: 617.693909
	Iteration 8F: 3 clusters Score -55234.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55332.667969 Penalty: 617.693909
	Iteration 9F: 3 clusters Score -55332.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55429.277344 Penalty: 617.693909
	Iteration 10F: 3 clusters Score -55429.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55563.851562 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -55563.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55659.796875 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -55659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55670.140625 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -55670.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55673.046875 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -55673.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55673.500000 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -55673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55673.500000 Penalty: 617.693909
	Iteration 16F: 3 clusters Score -55673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Entering Unmasked Estep 
Score: -58200272.000000 Penalty: 42166.964844
Splitting cluster 33 changes total score from -58195456.000000 to -58200272.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 34 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -352789.750000 Penalty: 395.805176
	Iteration 0F: 2 clusters Score -352789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -348846.812500 Penalty: 791.610352
	Iteration 0F: 3 clusters Score -348846.8 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -350330.062500 Penalty: 791.610352
	Iteration 1F: 3 clusters Score -350330.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -350474.187500 Penalty: 791.610352
	Iteration 2F: 3 clusters Score -350474.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -350629.031250 Penalty: 791.610352
	Iteration 3F: 3 clusters Score -350629 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -350852.125000 Penalty: 791.610352
	Iteration 4F: 3 clusters Score -350852.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -351154.156250 Penalty: 791.610352
	Iteration 5F: 3 clusters Score -351154.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -351456.218750 Penalty: 791.610352
	Iteration 6F: 3 clusters Score -351456.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -351796.656250 Penalty: 791.610352
	Iteration 7F: 3 clusters Score -351796.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -352113.625000 Penalty: 791.610352
	Iteration 8F: 3 clusters Score -352113.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -352304.875000 Penalty: 791.610352
	Iteration 9Q: 3 clusters Score -352304.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -352416.000000 Penalty: 791.610352
	Iteration 10Q: 3 clusters Score -352416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -352460.937500 Penalty: 791.610352
	Iteration 11Q: 3 clusters Score -352460.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -352480.843750 Penalty: 791.610352
	Iteration 12Q: 3 clusters Score -352480.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -352498.343750 Penalty: 791.610352
	Iteration 13Q: 3 clusters Score -352498.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -352507.093750 Penalty: 791.610352
	Iteration 14Q: 3 clusters Score -352507.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -352513.000000 Penalty: 791.610352
	Iteration 15Q: 3 clusters Score -352513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -352517.343750 Penalty: 791.610352
	Iteration 16Q: 3 clusters Score -352517.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -352523.968750 Penalty: 791.610352
	Iteration 17Q: 3 clusters Score -352524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -352529.500000 Penalty: 791.610352
	Iteration 18Q: 3 clusters Score -352529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -352536.843750 Penalty: 791.610352
	Iteration 19Q: 3 clusters Score -352536.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -352546.281250 Penalty: 791.610352
	Iteration 20F: 3 clusters Score -352546.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -352559.718750 Penalty: 791.610352
	Iteration 21Q: 3 clusters Score -352559.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -352579.687500 Penalty: 791.610352
	Iteration 22Q: 3 clusters Score -352579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -352596.125000 Penalty: 791.610352
	Iteration 23Q: 3 clusters Score -352596.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -352614.437500 Penalty: 791.610352
	Iteration 24Q: 3 clusters Score -352614.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -352624.968750 Penalty: 791.610352
	Iteration 25Q: 3 clusters Score -352625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -352629.750000 Penalty: 791.610352
	Iteration 26Q: 3 clusters Score -352629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -352631.062500 Penalty: 791.610352
	Iteration 27Q: 3 clusters Score -352631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -352633.812500 Penalty: 791.610352
	Iteration 28Q: 3 clusters Score -352633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -352636.625000 Penalty: 791.610352
	Iteration 29Q: 3 clusters Score -352636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -352639.375000 Penalty: 791.610352
	Iteration 30Q: 3 clusters Score -352639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -352644.406250 Penalty: 791.610352
	Iteration 31Q: 3 clusters Score -352644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -352648.562500 Penalty: 791.610352
	Iteration 32Q: 3 clusters Score -352648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -352652.562500 Penalty: 791.610352
	Iteration 33Q: 3 clusters Score -352652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -352655.187500 Penalty: 791.610352
	Iteration 34Q: 3 clusters Score -352655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -352658.656250 Penalty: 791.610352
	Iteration 35Q: 3 clusters Score -352658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -352659.968750 Penalty: 791.610352
	Iteration 36Q: 3 clusters Score -352660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -352662.656250 Penalty: 791.610352
	Iteration 37Q: 3 clusters Score -352662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -352663.781250 Penalty: 791.610352
	Iteration 38Q: 3 clusters Score -352663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -352663.781250 Penalty: 791.610352
	Iteration 39F: 3 clusters Score -352663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -51868.019531 Penalty: 308.382904
	Iteration 0F: 2 clusters Score -51868.02 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 441 members 
Entering Unmasked Estep 
Score: -51132.878906 Penalty: 616.765808
	Iteration 0F: 3 clusters Score -51132.88 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51375.914062 Penalty: 616.765808
	Iteration 1F: 3 clusters Score -51375.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51486.367188 Penalty: 616.765808
	Iteration 2F: 3 clusters Score -51486.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -51537.558594 Penalty: 616.765808
	Iteration 3F: 3 clusters Score -51537.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51558.640625 Penalty: 616.765808
	Iteration 4Q: 3 clusters Score -51558.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -51569.027344 Penalty: 616.765808
	Iteration 5Q: 3 clusters Score -51569.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51578.847656 Penalty: 616.765808
	Iteration 6Q: 3 clusters Score -51578.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51588.820312 Penalty: 616.765808
	Iteration 7Q: 3 clusters Score -51588.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51604.945312 Penalty: 616.765808
	Iteration 8Q: 3 clusters Score -51604.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51614.671875 Penalty: 616.765808
	Iteration 9Q: 3 clusters Score -51614.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51620.593750 Penalty: 616.765808
	Iteration 10Q: 3 clusters Score -51620.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51630.972656 Penalty: 616.765808
	Iteration 11Q: 3 clusters Score -51630.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51635.042969 Penalty: 616.765808
	Iteration 12Q: 3 clusters Score -51635.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51637.468750 Penalty: 616.765808
	Iteration 13Q: 3 clusters Score -51637.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51638.234375 Penalty: 616.765808
	Iteration 14Q: 3 clusters Score -51638.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51639.425781 Penalty: 616.765808
	Iteration 15Q: 3 clusters Score -51639.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51640.093750 Penalty: 616.765808
	Iteration 16Q: 3 clusters Score -51640.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51641.675781 Penalty: 616.765808
	Iteration 17Q: 3 clusters Score -51641.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51643.242188 Penalty: 616.765808
	Iteration 18Q: 3 clusters Score -51643.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51645.414062 Penalty: 616.765808
	Iteration 19Q: 3 clusters Score -51645.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51648.421875 Penalty: 616.765808
	Iteration 20F: 3 clusters Score -51648.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51653.726562 Penalty: 616.765808
	Iteration 21Q: 3 clusters Score -51653.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51656.222656 Penalty: 616.765808
	Iteration 22Q: 3 clusters Score -51656.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51657.363281 Penalty: 616.765808
	Iteration 23Q: 3 clusters Score -51657.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51658.921875 Penalty: 616.765808
	Iteration 24Q: 3 clusters Score -51658.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51658.921875 Penalty: 616.765808
	Iteration 25F: 3 clusters Score -51658.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -24571.455078 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -24571.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24135.681641 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -24135.68 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24267.216797 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -24267.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24313.626953 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -24313.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24342.460938 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -24342.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24386.064453 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -24386.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24435.470703 Penalty: 547.248108
	Iteration 5F: 3 clusters Score -24435.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24454.353516 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -24454.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24470.863281 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -24470.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24495.494141 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -24495.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24518.232422 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -24518.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24537.880859 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -24537.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24558.876953 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -24558.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24569.966797 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -24569.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24572.898438 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -24572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24573.830078 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -24573.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24575.605469 Penalty: 547.248108
	Iteration 15Q: 3 clusters Score -24575.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24575.605469 Penalty: 547.248108
	Iteration 16F: 3 clusters Score -24575.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Entering Unmasked Estep 
Score: -58199860.000000 Penalty: 42796.324219
Splitting cluster 36 changes total score from -58195456.000000 to -58199860.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 37 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -13203.037109 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -13203.04 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 142 members 
Entering Unmasked Estep 
Score: -12867.738281 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -12867.74 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12986.591797 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -12986.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13016.250000 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -13016.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13037.272461 Penalty: 512.440247
	Iteration 3F: 3 clusters Score -13037.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13044.004883 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -13044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13049.078125 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -13049.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13055.077148 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -13055.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13058.065430 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -13058.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13058.916016 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -13058.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13060.372070 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -13060.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13061.415039 Penalty: 512.440247
	Iteration 10Q: 3 clusters Score -13061.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13061.679688 Penalty: 512.440247
	Iteration 11Q: 3 clusters Score -13061.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13061.679688 Penalty: 512.440247
	Iteration 12F: 3 clusters Score -13061.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -18332.144531 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -18332.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17939.794922 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -17939.79 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18325.646484 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -18325.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18398.082031 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -18398.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18417.306641 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -18417.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18432.126953 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -18432.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18450.113281 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -18450.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18473.324219 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -18473.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18505.589844 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -18505.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18520.392578 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -18520.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18523.216797 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -18523.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18523.660156 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -18523.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18524.472656 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -18524.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18524.792969 Penalty: 546.802002
	Iteration 12F: 3 clusters Score -18524.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18528.681641 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -18528.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18531.753906 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -18531.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18534.662109 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -18534.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18534.662109 Penalty: 546.802002
	Iteration 16F: 3 clusters Score -18534.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Entering Unmasked Estep 
Score: -58199756.000000 Penalty: 43425.679688
Splitting cluster 38 changes total score from -58195456.000000 to -58199756.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 39 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -20156.914062 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -20156.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19712.378906 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -19712.38 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19918.277344 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -19918.28 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20092.419922 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -20092.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20204.541016 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -20204.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20356.119141 Penalty: 543.384827
	Iteration 4F: 3 clusters Score -20356.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20505.759766 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -20505.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20541.197266 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -20541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20544.912109 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -20544.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20546.287109 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -20546.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20548.550781 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -20548.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20548.550781 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -20548.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Entering Unmasked Estep 
Score: -58199748.000000 Penalty: 44055.039062
Splitting cluster 39 changes total score from -58195456.000000 to -58199748.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 40 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -40012.945312 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -40012.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39399.746094 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -39399.75 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39551.250000 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -39551.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39570.914062 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -39570.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39583.328125 Penalty: 595.233704
	Iteration 3Q: 3 clusters Score -39583.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39593.105469 Penalty: 595.233704
	Iteration 4Q: 3 clusters Score -39593.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39599.562500 Penalty: 595.233704
	Iteration 5Q: 3 clusters Score -39599.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39601.730469 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -39601.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39602.906250 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -39602.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39603.414062 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -39603.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39607.550781 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -39607.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39612.914062 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -39612.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39618.832031 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -39618.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39622.937500 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -39622.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39623.843750 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -39623.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39625.343750 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -39625.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -39626.226562 Penalty: 595.233704
	Iteration 15Q: 3 clusters Score -39626.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -39629.031250 Penalty: 595.233704
	Iteration 16Q: 3 clusters Score -39629.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39631.226562 Penalty: 595.233704
	Iteration 17Q: 3 clusters Score -39631.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -39632.136719 Penalty: 595.233704
	Iteration 18Q: 3 clusters Score -39632.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -39633.078125 Penalty: 595.233704
	Iteration 19Q: 3 clusters Score -39633.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39635.164062 Penalty: 595.233704
	Iteration 20F: 3 clusters Score -39635.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -39637.675781 Penalty: 595.233704
	Iteration 21Q: 3 clusters Score -39637.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39640.019531 Penalty: 595.233704
	Iteration 22Q: 3 clusters Score -39640.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -39644.917969 Penalty: 595.233704
	Iteration 23Q: 3 clusters Score -39644.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -39651.484375 Penalty: 595.233704
	Iteration 24Q: 3 clusters Score -39651.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39656.808594 Penalty: 595.233704
	Iteration 25Q: 3 clusters Score -39656.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -39660.171875 Penalty: 595.233704
	Iteration 26Q: 3 clusters Score -39660.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -39661.457031 Penalty: 595.233704
	Iteration 27Q: 3 clusters Score -39661.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -39662.437500 Penalty: 595.233704
	Iteration 28Q: 3 clusters Score -39662.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39666.050781 Penalty: 595.233704
	Iteration 29Q: 3 clusters Score -39666.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -39667.800781 Penalty: 595.233704
	Iteration 30Q: 3 clusters Score -39667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -39668.742188 Penalty: 595.233704
	Iteration 31Q: 3 clusters Score -39668.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -39671.460938 Penalty: 595.233704
	Iteration 32Q: 3 clusters Score -39671.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -39677.367188 Penalty: 595.233704
	Iteration 33Q: 3 clusters Score -39677.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39689.273438 Penalty: 595.233704
	Iteration 34Q: 3 clusters Score -39689.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -39695.250000 Penalty: 595.233704
	Iteration 35Q: 3 clusters Score -39695.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39697.027344 Penalty: 595.233704
	Iteration 36Q: 3 clusters Score -39697.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -39702.027344 Penalty: 595.233704
	Iteration 37Q: 3 clusters Score -39702.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -39708.226562 Penalty: 595.233704
	Iteration 38Q: 3 clusters Score -39708.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39712.445312 Penalty: 595.233704
	Iteration 39Q: 3 clusters Score -39712.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39717.949219 Penalty: 595.233704
	Iteration 40F: 3 clusters Score -39717.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39728.089844 Penalty: 595.233704
	Iteration 41Q: 3 clusters Score -39728.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -39733.863281 Penalty: 595.233704
	Iteration 42Q: 3 clusters Score -39733.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39736.535156 Penalty: 595.233704
	Iteration 43Q: 3 clusters Score -39736.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -39739.457031 Penalty: 595.233704
	Iteration 44Q: 3 clusters Score -39739.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -39740.480469 Penalty: 595.233704
	Iteration 45Q: 3 clusters Score -39740.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39740.738281 Penalty: 595.233704
	Iteration 46Q: 3 clusters Score -39740.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39740.738281 Penalty: 595.233704
	Iteration 47F: 3 clusters Score -39740.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -27177.917969 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -27177.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26762.689453 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -26762.69 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26972.587891 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -26972.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27059.193359 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -27059.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27118.933594 Penalty: 560.477661
	Iteration 3F: 3 clusters Score -27118.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27155.203125 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -27155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27161.437500 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -27161.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27169.214844 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -27169.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27182.371094 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -27182.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27193.390625 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -27193.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27203.050781 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -27203.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27208.808594 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -27208.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27209.027344 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -27209.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27209.251953 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -27209.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27209.251953 Penalty: 560.477661
	Iteration 13F: 3 clusters Score -27209.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Entering Unmasked Estep 
Score: -58199512.000000 Penalty: 44684.394531
Splitting cluster 41 changes total score from -58195456.000000 to -58199512.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 42 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -35457.464844 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -35457.46 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 288 members 
Entering Unmasked Estep 
Score: -34936.375000 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -34936.38 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35193.902344 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -35193.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35254.972656 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -35254.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35290.449219 Penalty: 581.052673
	Iteration 3Q: 3 clusters Score -35290.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35330.960938 Penalty: 581.052673
	Iteration 4F: 3 clusters Score -35330.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35347.433594 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -35347.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35358.628906 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -35358.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35361.964844 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -35361.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35362.617188 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -35362.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35363.089844 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -35363.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35363.816406 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -35363.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35365.812500 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -35365.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35366.179688 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -35366.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35366.343750 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -35366.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35366.343750 Penalty: 581.052673
	Iteration 14F: 3 clusters Score -35366.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -23925.835938 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -23925.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23477.986328 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23477.99 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23698.119141 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -23698.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23838.261719 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -23838.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23890.818359 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -23890.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23946.570312 Penalty: 555.129028
	Iteration 4F: 3 clusters Score -23946.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24023.539062 Penalty: 555.129028
	Iteration 5F: 3 clusters Score -24023.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24061.683594 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24061.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24072.658203 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24072.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24074.132812 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24074.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24076.375000 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24076.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24079.871094 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24079.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24083.031250 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24083.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24085.675781 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -24085.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24087.833984 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -24087.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24087.833984 Penalty: 555.129028
	Iteration 14F: 3 clusters Score -24087.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Entering Unmasked Estep 
Score: -58199396.000000 Penalty: 45313.753906
Splitting cluster 43 changes total score from -58195456.000000 to -58199396.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 44 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -15070.809570 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -15070.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14754.288086 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14754.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14848.737305 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14848.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14902.055664 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -14902.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14930.475586 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -14930.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14945.023438 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14945.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14954.874023 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14954.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14970.627930 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14970.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14987.375000 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -14987.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14999.858398 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -14999.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15028.155273 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -15028.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15049.054688 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -15049.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15074.383789 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -15074.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15093.284180 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -15093.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15099.975586 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -15099.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15115.842773 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -15115.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15121.945312 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -15121.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15127.691406 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -15127.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15129.135742 Penalty: 507.066010
	Iteration 17Q: 3 clusters Score -15129.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15130.464844 Penalty: 507.066010
	Iteration 18Q: 3 clusters Score -15130.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15134.312500 Penalty: 507.066010
	Iteration 19Q: 3 clusters Score -15134.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15134.312500 Penalty: 507.066010
	Iteration 20F: 3 clusters Score -15134.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 293 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Entering Unmasked Estep 
Score: -58199044.000000 Penalty: 45943.109375
Splitting cluster 44 changes total score from -58195456.000000 to -58199044.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -47866.164062 Penalty: 306.693634
	Iteration 0F: 2 clusters Score -47866.16 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 421 members 
Entering Unmasked Estep 
Score: -47148.140625 Penalty: 613.387268
	Iteration 0F: 3 clusters Score -47148.14 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -47470.535156 Penalty: 613.387268
	Iteration 1F: 3 clusters Score -47470.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47613.335938 Penalty: 613.387268
	Iteration 2F: 3 clusters Score -47613.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47711.496094 Penalty: 613.387268
	Iteration 3F: 3 clusters Score -47711.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -47775.804688 Penalty: 613.387268
	Iteration 4F: 3 clusters Score -47775.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -47818.675781 Penalty: 613.387268
	Iteration 5Q: 3 clusters Score -47818.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47838.000000 Penalty: 613.387268
	Iteration 6Q: 3 clusters Score -47838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -47848.558594 Penalty: 613.387268
	Iteration 7Q: 3 clusters Score -47848.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -47851.339844 Penalty: 613.387268
	Iteration 8Q: 3 clusters Score -47851.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47853.078125 Penalty: 613.387268
	Iteration 9Q: 3 clusters Score -47853.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47853.644531 Penalty: 613.387268
	Iteration 10Q: 3 clusters Score -47853.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -47853.597656 Penalty: 613.387268
	Iteration 11Q: 3 clusters Score -47853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47853.820312 Penalty: 613.387268
	Iteration 12Q: 3 clusters Score -47853.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47854.078125 Penalty: 613.387268
	Iteration 13Q: 3 clusters Score -47854.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47853.984375 Penalty: 613.387268
	Iteration 14Q: 3 clusters Score -47853.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47853.984375 Penalty: 613.387268
	Iteration 15F: 3 clusters Score -47853.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15713.355469 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15713.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15377.317383 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15377.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15469.547852 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15469.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15503.140625 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15503.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15513.490234 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15513.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15520.307617 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15520.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15537.861328 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15537.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15552.395508 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15555.227539 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15555.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15555.227539 Penalty: 509.792816
	Iteration 8F: 3 clusters Score -15555.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -328980.906250 Penalty: 391.294464
	Iteration 0F: 2 clusters Score -328980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -325324.750000 Penalty: 782.588928
	Iteration 0F: 3 clusters Score -325324.8 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -326729.531250 Penalty: 782.588928
	Iteration 1F: 3 clusters Score -326729.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -326874.875000 Penalty: 782.588928
	Iteration 2F: 3 clusters Score -326874.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -327058.343750 Penalty: 782.588928
	Iteration 3F: 3 clusters Score -327058.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -327293.312500 Penalty: 782.588928
	Iteration 4F: 3 clusters Score -327293.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -327573.250000 Penalty: 782.588928
	Iteration 5F: 3 clusters Score -327573.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327859.687500 Penalty: 782.588928
	Iteration 6F: 3 clusters Score -327859.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -328095.968750 Penalty: 782.588928
	Iteration 7F: 3 clusters Score -328096 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -328255.156250 Penalty: 782.588928
	Iteration 8Q: 3 clusters Score -328255.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -328355.125000 Penalty: 782.588928
	Iteration 9Q: 3 clusters Score -328355.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -328435.375000 Penalty: 782.588928
	Iteration 10Q: 3 clusters Score -328435.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -328491.656250 Penalty: 782.588928
	Iteration 11Q: 3 clusters Score -328491.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -328532.250000 Penalty: 782.588928
	Iteration 12Q: 3 clusters Score -328532.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -328560.437500 Penalty: 782.588928
	Iteration 13Q: 3 clusters Score -328560.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -328588.500000 Penalty: 782.588928
	Iteration 14Q: 3 clusters Score -328588.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -328617.093750 Penalty: 782.588928
	Iteration 15Q: 3 clusters Score -328617.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -328638.250000 Penalty: 782.588928
	Iteration 16Q: 3 clusters Score -328638.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -328658.625000 Penalty: 782.588928
	Iteration 17Q: 3 clusters Score -328658.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -328672.187500 Penalty: 782.588928
	Iteration 18Q: 3 clusters Score -328672.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -328682.000000 Penalty: 782.588928
	Iteration 19Q: 3 clusters Score -328682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -328690.062500 Penalty: 782.588928
	Iteration 20F: 3 clusters Score -328690.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -328695.750000 Penalty: 782.588928
	Iteration 21Q: 3 clusters Score -328695.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -328701.437500 Penalty: 782.588928
	Iteration 22Q: 3 clusters Score -328701.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -328708.906250 Penalty: 782.588928
	Iteration 23Q: 3 clusters Score -328708.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -328713.062500 Penalty: 782.588928
	Iteration 24Q: 3 clusters Score -328713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -328717.531250 Penalty: 782.588928
	Iteration 25Q: 3 clusters Score -328717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -328717.437500 Penalty: 782.588928
	Iteration 26Q: 3 clusters Score -328717.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -328723.343750 Penalty: 782.588928
	Iteration 27Q: 3 clusters Score -328723.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -328731.406250 Penalty: 782.588928
	Iteration 28Q: 3 clusters Score -328731.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -328740.125000 Penalty: 782.588928
	Iteration 29Q: 3 clusters Score -328740.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -328746.968750 Penalty: 782.588928
	Iteration 30Q: 3 clusters Score -328747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -328753.687500 Penalty: 782.588928
	Iteration 31Q: 3 clusters Score -328753.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -328761.031250 Penalty: 782.588928
	Iteration 32Q: 3 clusters Score -328761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -328765.187500 Penalty: 782.588928
	Iteration 33Q: 3 clusters Score -328765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -328768.562500 Penalty: 782.588928
	Iteration 34Q: 3 clusters Score -328768.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -328771.062500 Penalty: 782.588928
	Iteration 35Q: 3 clusters Score -328771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -328773.000000 Penalty: 782.588928
	Iteration 36Q: 3 clusters Score -328773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -328774.375000 Penalty: 782.588928
	Iteration 37Q: 3 clusters Score -328774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -328774.125000 Penalty: 782.588928
	Iteration 38Q: 3 clusters Score -328774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -328774.375000 Penalty: 782.588928
	Iteration 39Q: 3 clusters Score -328774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -328774.093750 Penalty: 782.588928
	Iteration 40F: 3 clusters Score -328774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -328774.250000 Penalty: 782.588928
	Iteration 41Q: 3 clusters Score -328774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -328774.250000 Penalty: 782.588928
	Iteration 42F: 3 clusters Score -328774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10120.043945 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10120.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9862.910156 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9862.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9995.607422 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -9995.607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10030.046875 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10030.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10031.660156 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -10031.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10032.801758 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10032.801758 Penalty: 481.232300
	Iteration 5F: 3 clusters Score -10032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -14950.463867 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -14950.46 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 147 members 
Entering Unmasked Estep 
Score: -14617.922852 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -14617.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14805.846680 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -14805.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14915.821289 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -14915.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14943.444336 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -14943.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14964.457031 Penalty: 516.895691
	Iteration 4Q: 3 clusters Score -14964.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14990.720703 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -14990.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15010.897461 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -15010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15027.118164 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -15027.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15037.342773 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -15037.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15040.317383 Penalty: 516.895691
	Iteration 9Q: 3 clusters Score -15040.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15040.317383 Penalty: 516.895691
	Iteration 10F: 3 clusters Score -15040.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Entering Unmasked Estep 
Score: -58198692.000000 Penalty: 46572.468750
Splitting cluster 49 changes total score from -58195456.000000 to -58198692.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 50 (56203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Entering Unmasked Estep 
Score: -3365510.750000 Penalty: 497.621002
	Iteration 0F: 2 clusters Score -3365511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3327665.500000 Penalty: 995.242004
	Iteration 0F: 3 clusters Score -3327666 nChanged 27311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3344209.750000 Penalty: 995.242004
	Iteration 1F: 3 clusters Score -3344210 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3345168.250000 Penalty: 995.242004
	Iteration 2Q: 3 clusters Score -3345168 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -3346769.750000 Penalty: 995.242004
	Iteration 3F: 3 clusters Score -3346770 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3349505.250000 Penalty: 995.242004
	Iteration 4F: 3 clusters Score -3349505 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -3353142.250000 Penalty: 995.242004
	Iteration 5F: 3 clusters Score -3353142 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -3356936.750000 Penalty: 995.242004
	Iteration 6F: 3 clusters Score -3356937 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -3359871.500000 Penalty: 995.242004
	Iteration 7F: 3 clusters Score -3359872 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -3361823.750000 Penalty: 995.242004
	Iteration 8Q: 3 clusters Score -3361824 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -3362990.250000 Penalty: 995.242004
	Iteration 9Q: 3 clusters Score -3362990 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -3363664.750000 Penalty: 995.242004
	Iteration 10Q: 3 clusters Score -3363665 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -3364081.500000 Penalty: 995.242004
	Iteration 11Q: 3 clusters Score -3364082 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -3364376.000000 Penalty: 995.242004
	Iteration 12Q: 3 clusters Score -3364376 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -3364612.250000 Penalty: 995.242004
	Iteration 13Q: 3 clusters Score -3364612 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -3364762.750000 Penalty: 995.242004
	Iteration 14Q: 3 clusters Score -3364763 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -3364857.250000 Penalty: 995.242004
	Iteration 15Q: 3 clusters Score -3364857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -3364910.250000 Penalty: 995.242004
	Iteration 16Q: 3 clusters Score -3364910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -3364962.000000 Penalty: 995.242004
	Iteration 17Q: 3 clusters Score -3364962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -3365018.500000 Penalty: 995.242004
	Iteration 18Q: 3 clusters Score -3365018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -3365041.250000 Penalty: 995.242004
	Iteration 19Q: 3 clusters Score -3365041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -3365069.500000 Penalty: 995.242004
	Iteration 20F: 3 clusters Score -3365070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -3365088.500000 Penalty: 995.242004
	Iteration 21Q: 3 clusters Score -3365088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -3365092.500000 Penalty: 995.242004
	Iteration 22Q: 3 clusters Score -3365092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -3365095.500000 Penalty: 995.242004
	Iteration 23Q: 3 clusters Score -3365096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -3365102.250000 Penalty: 995.242004
	Iteration 24Q: 3 clusters Score -3365102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -3365106.750000 Penalty: 995.242004
	Iteration 25Q: 3 clusters Score -3365107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -3365111.250000 Penalty: 995.242004
	Iteration 26Q: 3 clusters Score -3365111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -3365120.000000 Penalty: 995.242004
	Iteration 27Q: 3 clusters Score -3365120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -3365126.500000 Penalty: 995.242004
	Iteration 28Q: 3 clusters Score -3365126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -3365122.750000 Penalty: 995.242004
	Iteration 29Q: 3 clusters Score -3365123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -3365124.750000 Penalty: 995.242004
	Iteration 30Q: 3 clusters Score -3365125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -3365123.250000 Penalty: 995.242004
	Iteration 31Q: 3 clusters Score -3365123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -3365124.250000 Penalty: 995.242004
	Iteration 32Q: 3 clusters Score -3365124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -3365124.750000 Penalty: 995.242004
	Iteration 33Q: 3 clusters Score -3365125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3365127.000000 Penalty: 995.242004
	Iteration 34Q: 3 clusters Score -3365127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -3365130.250000 Penalty: 995.242004
	Iteration 35Q: 3 clusters Score -3365130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -3365129.500000 Penalty: 995.242004
	Iteration 36Q: 3 clusters Score -3365130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -3365129.500000 Penalty: 995.242004
	Iteration 37F: 3 clusters Score -3365130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -40868.507812 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -40868.51 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 356 members 
Entering Unmasked Estep 
Score: -40247.671875 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -40247.67 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40466.890625 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -40466.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40544.242188 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -40544.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40610.566406 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -40610.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40658.949219 Penalty: 596.924988
	Iteration 4F: 3 clusters Score -40658.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40686.781250 Penalty: 596.924988
	Iteration 5Q: 3 clusters Score -40686.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40717.558594 Penalty: 596.924988
	Iteration 6Q: 3 clusters Score -40717.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40759.296875 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -40759.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40816.316406 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -40816.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40849.523438 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -40849.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40884.343750 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -40884.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40908.789062 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -40908.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40932.671875 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -40932.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40960.609375 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -40960.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -40971.480469 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -40971.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40979.808594 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -40979.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40987.375000 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -40987.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40995.421875 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -40995.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40999.453125 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -40999.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41003.027344 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -41003.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41003.027344 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -41003.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Entering Unmasked Estep 
Score: -58198556.000000 Penalty: 47201.824219
Splitting cluster 51 changes total score from -58195456.000000 to -58198556.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 52 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -11139.433594 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -11139.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10861.572266 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -10861.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10932.783203 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -10932.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10956.024414 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10956.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10965.647461 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -10965.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10976.181641 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10976.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10984.535156 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10984.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10987.913086 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10987.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10992.434570 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -10992.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10993.634766 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -10993.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10994.456055 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -10994.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10994.456055 Penalty: 494.468689
	Iteration 10F: 3 clusters Score -10994.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -11362.343750 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -11362.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11089.618164 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -11089.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11156.600586 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -11156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11174.529297 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -11174.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11184.958008 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -11184.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11194.337891 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -11194.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11198.508789 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -11198.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11201.536133 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -11201.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11202.932617 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -11202.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11206.928711 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -11206.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11213.539062 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -11213.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11226.431641 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -11226.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11236.464844 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -11236.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11241.206055 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -11241.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11244.824219 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -11244.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11244.824219 Penalty: 477.479187
	Iteration 14F: 3 clusters Score -11244.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -10444.798828 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -10444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10123.494141 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -10123.49 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10274.266602 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -10274.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10317.995117 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -10318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10330.996094 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -10331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10336.094727 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -10336.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10336.094727 Penalty: 521.143127
	Iteration 5F: 3 clusters Score -10336.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -44458.734375 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -44458.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43815.066406 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -43815.07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44087.945312 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -44087.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44153.496094 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -44153.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44204.406250 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -44204.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44237.179688 Penalty: 605.175415
	Iteration 4F: 3 clusters Score -44237.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44258.941406 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -44258.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44272.253906 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -44272.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44282.457031 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -44282.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44289.121094 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -44289.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44301.578125 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -44301.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44306.617188 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -44306.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44311.031250 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -44311.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44315.281250 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -44315.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44322.597656 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -44322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44336.117188 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -44336.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44347.035156 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -44347.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44361.382812 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -44361.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44376.867188 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -44376.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44384.015625 Penalty: 605.175415
	Iteration 18Q: 3 clusters Score -44384.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44387.156250 Penalty: 605.175415
	Iteration 19Q: 3 clusters Score -44387.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44387.957031 Penalty: 605.175415
	Iteration 20F: 3 clusters Score -44387.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44389.046875 Penalty: 605.175415
	Iteration 21Q: 3 clusters Score -44389.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44389.554688 Penalty: 605.175415
	Iteration 22Q: 3 clusters Score -44389.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44390.281250 Penalty: 605.175415
	Iteration 23Q: 3 clusters Score -44390.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44392.113281 Penalty: 605.175415
	Iteration 24Q: 3 clusters Score -44392.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44395.308594 Penalty: 605.175415
	Iteration 25Q: 3 clusters Score -44395.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44399.027344 Penalty: 605.175415
	Iteration 26Q: 3 clusters Score -44399.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44409.050781 Penalty: 605.175415
	Iteration 27Q: 3 clusters Score -44409.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44423.773438 Penalty: 605.175415
	Iteration 28Q: 3 clusters Score -44423.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44437.886719 Penalty: 605.175415
	Iteration 29Q: 3 clusters Score -44437.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44448.730469 Penalty: 605.175415
	Iteration 30Q: 3 clusters Score -44448.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44455.781250 Penalty: 605.175415
	Iteration 31Q: 3 clusters Score -44455.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44458.675781 Penalty: 605.175415
	Iteration 32Q: 3 clusters Score -44458.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44460.308594 Penalty: 605.175415
	Iteration 33Q: 3 clusters Score -44460.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44461.824219 Penalty: 605.175415
	Iteration 34Q: 3 clusters Score -44461.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44463.187500 Penalty: 605.175415
	Iteration 35Q: 3 clusters Score -44463.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44463.406250 Penalty: 605.175415
	Iteration 36Q: 3 clusters Score -44463.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44463.660156 Penalty: 605.175415
	Iteration 37Q: 3 clusters Score -44463.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44463.792969 Penalty: 605.175415
	Iteration 38Q: 3 clusters Score -44463.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44463.914062 Penalty: 605.175415
	Iteration 39Q: 3 clusters Score -44463.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44464.250000 Penalty: 605.175415
	Iteration 40F: 3 clusters Score -44464.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44464.429688 Penalty: 605.175415
	Iteration 41Q: 3 clusters Score -44464.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -44465.433594 Penalty: 605.175415
	Iteration 42Q: 3 clusters Score -44465.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44466.144531 Penalty: 605.175415
	Iteration 43Q: 3 clusters Score -44466.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44466.503906 Penalty: 605.175415
	Iteration 44Q: 3 clusters Score -44466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44466.503906 Penalty: 605.175415
	Iteration 45F: 3 clusters Score -44466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 1072 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Entering Unmasked Estep 
Score: -58198188.000000 Penalty: 47831.183594
Splitting cluster 55 changes total score from -58195456.000000 to -58198188.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 56 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -64624.722656 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -64624.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63771.972656 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -63771.97 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -64088.203125 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -64088.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64225.488281 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -64225.49 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64353.054688 Penalty: 634.932617
	Iteration 3F: 3 clusters Score -64353.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64450.339844 Penalty: 634.932617
	Iteration 4F: 3 clusters Score -64450.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64548.269531 Penalty: 634.932617
	Iteration 5F: 3 clusters Score -64548.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64630.546875 Penalty: 634.932617
	Iteration 6F: 3 clusters Score -64630.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64666.332031 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -64666.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64691.265625 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -64691.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64708.769531 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -64708.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64729.078125 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -64729.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64757.031250 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -64757.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64772.738281 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -64772.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64782.511719 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -64782.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64786.703125 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -64786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64787.156250 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -64787.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64789.128906 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -64789.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64790.570312 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -64790.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64791.277344 Penalty: 634.932617
	Iteration 18Q: 3 clusters Score -64791.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64791.546875 Penalty: 634.932617
	Iteration 19Q: 3 clusters Score -64791.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64791.546875 Penalty: 634.932617
	Iteration 20F: 3 clusters Score -64791.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 238 members 
Entering Unmasked Estep 
Score: -58198020.000000 Penalty: 48460.542969
Splitting cluster 56 changes total score from -58195456.000000 to -58198020.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 57 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -123451.304688 Penalty: 346.897949
	Iteration 0F: 2 clusters Score -123451.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -122039.312500 Penalty: 693.795898
	Iteration 0F: 3 clusters Score -122039.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -122625.960938 Penalty: 693.795898
	Iteration 1F: 3 clusters Score -122626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -122703.937500 Penalty: 693.795898
	Iteration 2F: 3 clusters Score -122703.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -122778.429688 Penalty: 693.795898
	Iteration 3F: 3 clusters Score -122778.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -122833.976562 Penalty: 693.795898
	Iteration 4Q: 3 clusters Score -122834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -122891.132812 Penalty: 693.795898
	Iteration 5Q: 3 clusters Score -122891.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -122964.414062 Penalty: 693.795898
	Iteration 6Q: 3 clusters Score -122964.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -123025.882812 Penalty: 693.795898
	Iteration 7Q: 3 clusters Score -123025.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -123059.968750 Penalty: 693.795898
	Iteration 8Q: 3 clusters Score -123060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -123081.164062 Penalty: 693.795898
	Iteration 9Q: 3 clusters Score -123081.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -123090.343750 Penalty: 693.795898
	Iteration 10Q: 3 clusters Score -123090.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -123095.992188 Penalty: 693.795898
	Iteration 11Q: 3 clusters Score -123096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -123107.148438 Penalty: 693.795898
	Iteration 12Q: 3 clusters Score -123107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -123115.921875 Penalty: 693.795898
	Iteration 13Q: 3 clusters Score -123115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -123125.132812 Penalty: 693.795898
	Iteration 14Q: 3 clusters Score -123125.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -123133.570312 Penalty: 693.795898
	Iteration 15Q: 3 clusters Score -123133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -123148.492188 Penalty: 693.795898
	Iteration 16Q: 3 clusters Score -123148.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -123157.984375 Penalty: 693.795898
	Iteration 17Q: 3 clusters Score -123158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -123167.234375 Penalty: 693.795898
	Iteration 18Q: 3 clusters Score -123167.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -123183.273438 Penalty: 693.795898
	Iteration 19Q: 3 clusters Score -123183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -123194.906250 Penalty: 693.795898
	Iteration 20F: 3 clusters Score -123194.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -123206.453125 Penalty: 693.795898
	Iteration 21Q: 3 clusters Score -123206.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -123221.750000 Penalty: 693.795898
	Iteration 22Q: 3 clusters Score -123221.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -123235.328125 Penalty: 693.795898
	Iteration 23Q: 3 clusters Score -123235.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -123245.132812 Penalty: 693.795898
	Iteration 24Q: 3 clusters Score -123245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -123253.984375 Penalty: 693.795898
	Iteration 25Q: 3 clusters Score -123254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -123259.765625 Penalty: 693.795898
	Iteration 26Q: 3 clusters Score -123259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -123267.554688 Penalty: 693.795898
	Iteration 27Q: 3 clusters Score -123267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -123272.203125 Penalty: 693.795898
	Iteration 28Q: 3 clusters Score -123272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -123273.273438 Penalty: 693.795898
	Iteration 29Q: 3 clusters Score -123273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -123274.015625 Penalty: 693.795898
	Iteration 30Q: 3 clusters Score -123274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -123274.148438 Penalty: 693.795898
	Iteration 31Q: 3 clusters Score -123274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -123274.218750 Penalty: 693.795898
	Iteration 32Q: 3 clusters Score -123274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -123274.218750 Penalty: 693.795898
	Iteration 33F: 3 clusters Score -123274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -82896.992188 Penalty: 328.393677
	Iteration 0F: 2 clusters Score -82896.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -81921.210938 Penalty: 656.787354
	Iteration 0F: 3 clusters Score -81921.21 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82418.523438 Penalty: 656.787354
	Iteration 1F: 3 clusters Score -82418.52 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82545.929688 Penalty: 656.787354
	Iteration 2F: 3 clusters Score -82545.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82644.140625 Penalty: 656.787354
	Iteration 3F: 3 clusters Score -82644.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82717.218750 Penalty: 656.787354
	Iteration 4Q: 3 clusters Score -82717.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82756.960938 Penalty: 656.787354
	Iteration 5Q: 3 clusters Score -82756.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82788.914062 Penalty: 656.787354
	Iteration 6Q: 3 clusters Score -82788.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82809.179688 Penalty: 656.787354
	Iteration 7Q: 3 clusters Score -82809.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82823.382812 Penalty: 656.787354
	Iteration 8Q: 3 clusters Score -82823.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82844.242188 Penalty: 656.787354
	Iteration 9Q: 3 clusters Score -82844.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82858.484375 Penalty: 656.787354
	Iteration 10Q: 3 clusters Score -82858.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82873.117188 Penalty: 656.787354
	Iteration 11Q: 3 clusters Score -82873.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82880.523438 Penalty: 656.787354
	Iteration 12Q: 3 clusters Score -82880.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82889.804688 Penalty: 656.787354
	Iteration 13Q: 3 clusters Score -82889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82899.765625 Penalty: 656.787354
	Iteration 14Q: 3 clusters Score -82899.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82942.132812 Penalty: 656.787354
	Iteration 15Q: 3 clusters Score -82942.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82969.648438 Penalty: 656.787354
	Iteration 16Q: 3 clusters Score -82969.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -82971.296875 Penalty: 656.787354
	Iteration 17Q: 3 clusters Score -82971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -82974.562500 Penalty: 656.787354
	Iteration 18Q: 3 clusters Score -82974.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82975.414062 Penalty: 656.787354
	Iteration 19Q: 3 clusters Score -82975.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82975.414062 Penalty: 656.787354
	Iteration 20F: 3 clusters Score -82975.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1162 members 
Mstep: Class 59 contains 129 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 238 members 
Mstep: Class 78 contains 201 members 
Entering Unmasked Estep 
Score: -58197860.000000 Penalty: 49089.898438
Splitting cluster 58 changes total score from -58195456.000000 to -58197860.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 59 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5740.038086 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5740.038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5521.825684 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5521.826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5641.134277 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5641.134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5689.338379 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5689.338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5716.534668 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5716.535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5729.495117 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5729.495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5748.821289 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -5748.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5748.821289 Penalty: 442.242920
	Iteration 6F: 3 clusters Score -5748.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1162 members 
Mstep: Class 59 contains 41 members 
Mstep: Class 60 contains 388 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 238 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 88 members 
Entering Unmasked Estep 
Score: -58197480.000000 Penalty: 49719.257812
Splitting cluster 59 changes total score from -58195456.000000 to -58197480.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 60 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -15848.532227 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -15848.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15445.708008 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -15445.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15685.407227 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -15685.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15814.415039 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -15814.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15883.953125 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -15883.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15899.818359 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -15899.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15900.399414 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -15900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15900.761719 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -15900.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15900.761719 Penalty: 542.451477
	Iteration 7F: 3 clusters Score -15900.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1162 members 
Mstep: Class 59 contains 41 members 
Mstep: Class 60 contains 236 members 
Mstep: Class 61 contains 507 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 238 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 88 members 
Mstep: Class 80 contains 152 members 
Entering Unmasked Estep 
Score: -58197264.000000 Penalty: 50348.613281
Splitting cluster 60 changes total score from -58195456.000000 to -58197264.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 61 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -26533.117188 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -26533.12 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 256 members 
Entering Unmasked Estep 
Score: -26166.501953 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -26166.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26527.048828 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -26527.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26649.587891 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -26649.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26700.679688 Penalty: 566.794495
	Iteration 3F: 3 clusters Score -26700.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26747.802734 Penalty: 566.794495
	Iteration 4Q: 3 clusters Score -26747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26761.136719 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -26761.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26771.021484 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -26771.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26789.009766 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -26789.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26842.810547 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -26842.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26914.693359 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -26914.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26939.037109 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -26939.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26952.433594 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -26952.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26958.998047 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -26959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26960.853516 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -26960.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26965.546875 Penalty: 566.794495
	Iteration 14Q: 3 clusters Score -26965.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26965.691406 Penalty: 566.794495
	Iteration 15Q: 3 clusters Score -26965.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26965.691406 Penalty: 566.794495
	Iteration 16F: 3 clusters Score -26965.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1162 members 
Mstep: Class 59 contains 41 members 
Mstep: Class 60 contains 236 members 
Mstep: Class 61 contains 307 members 
Mstep: Class 62 contains 299 members 
Mstep: Class 63 contains 407 members 
Mstep: Class 64 contains 130160 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 185 members 
Mstep: Class 69 contains 136 members 
Mstep: Class 70 contains 210 members 
Mstep: Class 71 contains 260 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 80 members 
Mstep: Class 74 contains 123 members 
Mstep: Class 75 contains 446 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 238 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 88 members 
Mstep: Class 80 contains 152 members 
Mstep: Class 81 contains 200 members 
Entering Unmasked Estep 
Score: -58197316.000000 Penalty: 50977.972656
Splitting cluster 61 changes total score from -58195456.000000 to -58197316.000000
So it's getting split into cluster 81.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 112677 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 128338 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 367 members 
Mstep: Class 11 contains 83251 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121255 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140738 members 
Mstep: Class 20 contains 15581 members 
Mstep: Class 21 contains 58652 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 241 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 183 members 
Mstep: Class 45 contains 846 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5431 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 190 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 428 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1162 members 
Mstep: Class 59 contains 41 members 
Mstep: Class 60 contains 236 members 
Mstep: Class 61 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 445.172180 but Gain 629.359375
Score: -58198612.000000 Penalty: 50348.613281
Iteration 159Q: 81 clusters Score -5.819861e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 16958 members 
Mstep: Class 3 contains 8700 members 
Mstep: Class 4 contains 112686 members 
Mstep: Class 5 contains 4677 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 128274 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 83060 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 121189 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 140758 members 
Mstep: Class 20 contains 15435 members 
Mstep: Class 21 contains 59324 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 1885 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 229 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 590 members 
Mstep: Class 34 contains 6001 members 
Mstep: Class 35 contains 874 members 
Mstep: Class 36 contains 223 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 214 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 182 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5453 members 
Mstep: Class 48 contains 197 members 
Mstep: Class 49 contains 169 members 
Mstep: Class 50 contains 56224 members 
Mstep: Class 51 contains 265 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 191 members 
Mstep: Class 54 contains 320 members 
Mstep: Class 55 contains 429 members 
Mstep: Class 56 contains 831 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 1167 members 
Mstep: Class 60 contains 236 members 
Mstep: Class 61 contains 315 members 
Mstep: Class 62 contains 295 members 
Mstep: Class 63 contains 410 members 
Mstep: Class 64 contains 129583 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 723 members 
Mstep: Class 67 contains 308 members 
Mstep: Class 68 contains 181 members 
Mstep: Class 69 contains 130 members 
Mstep: Class 70 contains 211 members 
Mstep: Class 71 contains 249 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 79 members 
Mstep: Class 74 contains 121 members 
Mstep: Class 75 contains 437 members 
Mstep: Class 76 contains 335 members 
Mstep: Class 77 contains 237 members 
Mstep: Class 78 contains 201 members 
Mstep: Class 79 contains 87 members 
Mstep: Class 80 contains 156 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198048.000000 Penalty: 50348.613281
Iteration 160F: 81 clusters Score -5.819805e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16961 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 4 contains 112700 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128231 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 82939 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 14773 members 
Mstep: Class 14 contains 72975 members 
Mstep: Class 15 contains 121116 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 140769 members 
Mstep: Class 20 contains 15008 members 
Mstep: Class 21 contains 59278 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 7941 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 577 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 621 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 872 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 695 members 
Mstep: Class 41 contains 210 members 
Mstep: Class 42 contains 594 members 
Mstep: Class 43 contains 180 members 
Mstep: Class 44 contains 184 members 
Mstep: Class 45 contains 820 members 
Mstep: Class 46 contains 261 members 
Mstep: Class 47 contains 5500 members 
Mstep: Class 48 contains 202 members 
Mstep: Class 49 contains 166 members 
Mstep: Class 50 contains 56196 members 
Mstep: Class 51 contains 269 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 321 members 
Mstep: Class 55 contains 419 members 
Mstep: Class 56 contains 826 members 
Mstep: Class 57 contains 2042 members 
Mstep: Class 58 contains 1168 members 
Mstep: Class 60 contains 223 members 
Mstep: Class 61 contains 315 members 
Mstep: Class 62 contains 319 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 130116 members 
Mstep: Class 65 contains 143 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 272 members 
Mstep: Class 68 contains 187 members 
Mstep: Class 69 contains 138 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 244 members 
Mstep: Class 72 contains 274 members 
Mstep: Class 73 contains 82 members 
Mstep: Class 74 contains 128 members 
Mstep: Class 75 contains 433 members 
Mstep: Class 76 contains 335 members 
Mstep: Class 77 contains 250 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 96 members 
Mstep: Class 80 contains 171 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200688.000000 Penalty: 50348.613281
Iteration 161Q: 81 clusters Score -5.820069e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 16966 members 
Mstep: Class 3 contains 8704 members 
Mstep: Class 4 contains 112683 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128177 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 82983 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 14748 members 
Mstep: Class 14 contains 72970 members 
Mstep: Class 15 contains 121069 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 140808 members 
Mstep: Class 20 contains 14628 members 
Mstep: Class 21 contains 59224 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 8019 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 2420 members 
Mstep: Class 28 contains 2973 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 630 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 257 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 206 members 
Mstep: Class 42 contains 595 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 185 members 
Mstep: Class 45 contains 819 members 
Mstep: Class 46 contains 257 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 163 members 
Mstep: Class 50 contains 56182 members 
Mstep: Class 51 contains 272 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 318 members 
Mstep: Class 55 contains 407 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 1169 members 
Mstep: Class 60 contains 217 members 
Mstep: Class 61 contains 316 members 
Mstep: Class 62 contains 326 members 
Mstep: Class 63 contains 422 members 
Mstep: Class 64 contains 130444 members 
Mstep: Class 65 contains 144 members 
Mstep: Class 66 contains 687 members 
Mstep: Class 67 contains 272 members 
Mstep: Class 68 contains 187 members 
Mstep: Class 69 contains 138 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 238 members 
Mstep: Class 72 contains 272 members 
Mstep: Class 73 contains 84 members 
Mstep: Class 74 contains 133 members 
Mstep: Class 75 contains 431 members 
Mstep: Class 76 contains 340 members 
Mstep: Class 77 contains 257 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 183 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201456.000000 Penalty: 50348.613281
Iteration 162Q: 81 clusters Score -5.820146e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 16969 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 112669 members 
Mstep: Class 5 contains 4657 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128140 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 83126 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 14732 members 
Mstep: Class 14 contains 72968 members 
Mstep: Class 15 contains 121009 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 140823 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 59138 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 1924 members 
Mstep: Class 25 contains 8101 members 
Mstep: Class 26 contains 290 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 178 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 206 members 
Mstep: Class 42 contains 595 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 186 members 
Mstep: Class 45 contains 816 members 
Mstep: Class 46 contains 255 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56157 members 
Mstep: Class 51 contains 274 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 316 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 804 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1166 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 317 members 
Mstep: Class 62 contains 326 members 
Mstep: Class 63 contains 427 members 
Mstep: Class 64 contains 130658 members 
Mstep: Class 65 contains 144 members 
Mstep: Class 66 contains 697 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 187 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 218 members 
Mstep: Class 71 contains 232 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 85 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 346 members 
Mstep: Class 77 contains 264 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 195 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201640.000000 Penalty: 50348.613281
Iteration 163Q: 81 clusters Score -5.820164e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16972 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 112635 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128118 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 83311 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 72964 members 
Mstep: Class 15 contains 120958 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 140820 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 162 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 8186 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 177 members 
Mstep: Class 32 contains 572 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 698 members 
Mstep: Class 41 contains 206 members 
Mstep: Class 42 contains 595 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 186 members 
Mstep: Class 45 contains 810 members 
Mstep: Class 46 contains 254 members 
Mstep: Class 47 contains 5638 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56146 members 
Mstep: Class 51 contains 274 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 314 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 793 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 320 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 432 members 
Mstep: Class 64 contains 130785 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 705 members 
Mstep: Class 67 contains 265 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 86 members 
Mstep: Class 74 contains 141 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 347 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 201 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201804.000000 Penalty: 50348.613281
Iteration 164Q: 81 clusters Score -5.82018e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16978 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 112599 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128086 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 370 members 
Mstep: Class 11 contains 83524 members 
Mstep: Class 12 contains 2100 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 72963 members 
Mstep: Class 15 contains 120894 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140811 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 59004 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 2043 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 219 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 206 members 
Mstep: Class 42 contains 595 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 185 members 
Mstep: Class 45 contains 808 members 
Mstep: Class 46 contains 252 members 
Mstep: Class 47 contains 5683 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56175 members 
Mstep: Class 51 contains 273 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 386 members 
Mstep: Class 56 contains 779 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 205 members 
Mstep: Class 61 contains 321 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 130848 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 707 members 
Mstep: Class 67 contains 263 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 219 members 
Mstep: Class 72 contains 271 members 
Mstep: Class 73 contains 87 members 
Mstep: Class 74 contains 144 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 278 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 204 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58202232.000000 Penalty: 50348.613281
Iteration 165Q: 81 clusters Score -5.820223e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16981 members 
Mstep: Class 3 contains 8696 members 
Mstep: Class 4 contains 112572 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128053 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 83785 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 72960 members 
Mstep: Class 15 contains 120870 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140807 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 21 contains 58915 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 155 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 8314 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 3015 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 703 members 
Mstep: Class 41 contains 205 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 185 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 250 members 
Mstep: Class 47 contains 5725 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56177 members 
Mstep: Class 51 contains 272 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 382 members 
Mstep: Class 56 contains 765 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 203 members 
Mstep: Class 61 contains 323 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 435 members 
Mstep: Class 64 contains 130847 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 262 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 210 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 87 members 
Mstep: Class 74 contains 150 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 358 members 
Mstep: Class 77 contains 282 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 205 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58202632.000000 Penalty: 50348.613281
Iteration 166Q: 81 clusters Score -5.820263e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16996 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112574 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128037 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 84070 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 14669 members 
Mstep: Class 14 contains 72961 members 
Mstep: Class 15 contains 120805 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140785 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 58791 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 152 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 8361 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2376 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 718 members 
Mstep: Class 34 contains 5986 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 205 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 185 members 
Mstep: Class 45 contains 805 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 5769 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56200 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 314 members 
Mstep: Class 55 contains 378 members 
Mstep: Class 56 contains 747 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 201 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130802 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 261 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 203 members 
Mstep: Class 72 contains 269 members 
Mstep: Class 73 contains 88 members 
Mstep: Class 74 contains 153 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 360 members 
Mstep: Class 77 contains 283 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 207 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203012.000000 Penalty: 50348.613281
Iteration 167Q: 81 clusters Score -5.820301e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 17007 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112564 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128028 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 373 members 
Mstep: Class 11 contains 84395 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 72961 members 
Mstep: Class 15 contains 120740 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140768 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 58655 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 152 members 
Mstep: Class 24 contains 2208 members 
Mstep: Class 25 contains 8397 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2373 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 865 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 706 members 
Mstep: Class 41 contains 203 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 184 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5809 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56241 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 313 members 
Mstep: Class 55 contains 375 members 
Mstep: Class 56 contains 731 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1166 members 
Mstep: Class 60 contains 197 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130709 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 707 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 201 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 89 members 
Mstep: Class 74 contains 153 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 361 members 
Mstep: Class 77 contains 284 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 212 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203140.000000 Penalty: 50348.613281
Iteration 168Q: 81 clusters Score -5.820314e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 17016 members 
Mstep: Class 3 contains 8688 members 
Mstep: Class 4 contains 112556 members 
Mstep: Class 5 contains 4618 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 128006 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 84750 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 72959 members 
Mstep: Class 15 contains 120711 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140776 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 58565 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 150 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 3047 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 582 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 5994 members 
Mstep: Class 35 contains 865 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 201 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 182 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5840 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 56241 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 312 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 712 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 193 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130567 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 256 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 202 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 91 members 
Mstep: Class 74 contains 155 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 363 members 
Mstep: Class 77 contains 289 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 219 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203520.000000 Penalty: 50348.613281
Iteration 169Q: 81 clusters Score -5.820352e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 17024 members 
Mstep: Class 3 contains 8688 members 
Mstep: Class 4 contains 112536 members 
Mstep: Class 5 contains 4612 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 127989 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 85123 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 72958 members 
Mstep: Class 15 contains 120658 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140786 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 58472 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 149 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 8477 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 199 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 181 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5857 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 161 members 
Mstep: Class 50 contains 56242 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 311 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 694 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 194 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130421 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 204 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 94 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 366 members 
Mstep: Class 77 contains 291 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 222 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203700.000000 Penalty: 50348.613281
Iteration 170Q: 81 clusters Score -5.82037e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 17031 members 
Mstep: Class 3 contains 8688 members 
Mstep: Class 4 contains 112507 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 127978 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 388 members 
Mstep: Class 11 contains 85515 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 72956 members 
Mstep: Class 15 contains 120626 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140781 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 58329 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 149 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 8527 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 177 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 6002 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 197 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5890 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 161 members 
Mstep: Class 50 contains 56239 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 310 members 
Mstep: Class 55 contains 367 members 
Mstep: Class 56 contains 667 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 197 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130281 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 257 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 206 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 101 members 
Mstep: Class 74 contains 155 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 367 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 220 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203752.000000 Penalty: 50348.613281
Iteration 171Q: 81 clusters Score -5.820375e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 17039 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112478 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 127954 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 85931 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 72955 members 
Mstep: Class 15 contains 120635 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140785 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 58196 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 149 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 8570 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 178 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 6005 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 179 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56225 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 309 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 632 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 203 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 130100 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 210 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 113 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 366 members 
Mstep: Class 77 contains 307 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 217 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204112.000000 Penalty: 50348.613281
Iteration 172Q: 81 clusters Score -5.820411e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17046 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 112460 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 127935 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 86348 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 14513 members 
Mstep: Class 14 contains 72954 members 
Mstep: Class 15 contains 120619 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140784 members 
Mstep: Class 20 contains 12425 members 
Mstep: Class 21 contains 58057 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 215 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 179 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 6005 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 178 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5943 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56219 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 372 members 
Mstep: Class 56 contains 615 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 206 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 435 members 
Mstep: Class 64 contains 129895 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 213 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 116 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 363 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 215 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204464.000000 Penalty: 50348.613281
Iteration 173Q: 81 clusters Score -5.820446e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17068 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 112441 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127899 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 86808 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 72953 members 
Mstep: Class 15 contains 120599 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140785 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 57930 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 8637 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 770 members 
Mstep: Class 34 contains 6009 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5960 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56205 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 207 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 435 members 
Mstep: Class 64 contains 129637 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 216 members 
Mstep: Class 72 contains 270 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 366 members 
Mstep: Class 77 contains 324 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204640.000000 Penalty: 50348.613281
Iteration 174Q: 81 clusters Score -5.820464e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17090 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 112418 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127865 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 11 contains 87317 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 72949 members 
Mstep: Class 15 contains 120590 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140775 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 57792 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 8679 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2384 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 185 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 6013 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5996 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56194 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 207 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 435 members 
Mstep: Class 64 contains 129330 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 243 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 217 members 
Mstep: Class 72 contains 269 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 367 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204812.000000 Penalty: 50348.613281
Iteration 175Q: 81 clusters Score -5.820481e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17108 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 112379 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127838 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 11 contains 87859 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 14463 members 
Mstep: Class 14 contains 72946 members 
Mstep: Class 15 contains 120571 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140774 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 57661 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 8720 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 186 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 6017 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6033 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56187 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 435 members 
Mstep: Class 64 contains 128977 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 238 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 219 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 368 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205104.000000 Penalty: 50348.613281
Iteration 176Q: 81 clusters Score -5.82051e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17119 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 112355 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127799 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 11 contains 88508 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 72945 members 
Mstep: Class 15 contains 120585 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140759 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 21 contains 57563 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 188 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 771 members 
Mstep: Class 34 contains 6023 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6057 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56203 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 300 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 608 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 128490 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 234 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 116 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 368 members 
Mstep: Class 77 contains 332 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205220.000000 Penalty: 50348.613281
Iteration 177Q: 81 clusters Score -5.820522e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17138 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 112323 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 127774 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 89197 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 72943 members 
Mstep: Class 15 contains 120605 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140737 members 
Mstep: Class 20 contains 11914 members 
Mstep: Class 21 contains 57437 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 8771 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 189 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 6028 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 179 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6073 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56217 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 300 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 613 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 127976 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 227 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 368 members 
Mstep: Class 77 contains 335 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205388.000000 Penalty: 50348.613281
Iteration 178Q: 81 clusters Score -5.820539e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17152 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 112303 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 127756 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 89914 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120594 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140714 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 21 contains 57314 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 190 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 773 members 
Mstep: Class 34 contains 6028 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 178 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6081 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56241 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 299 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 614 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 127441 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 224 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 226 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 368 members 
Mstep: Class 77 contains 340 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205316.000000 Penalty: 50348.613281
Iteration 179Q: 81 clusters Score -5.820532e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17163 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112298 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 127765 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 402 members 
Mstep: Class 11 contains 90682 members 
Mstep: Class 12 contains 2502 members 
Mstep: Class 13 contains 14390 members 
Mstep: Class 14 contains 72936 members 
Mstep: Class 15 contains 120570 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1645 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140693 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 57216 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 148 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 8823 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 190 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 776 members 
Mstep: Class 34 contains 6031 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 713 members 
Mstep: Class 41 contains 178 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6086 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56239 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 299 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 610 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 126839 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 220 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 226 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 156 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 368 members 
Mstep: Class 77 contains 350 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 216 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205732.000000 Penalty: 50348.613281
Iteration 180F: 81 clusters Score -5.820573e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 17171 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 112294 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 127782 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 91457 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 72935 members 
Mstep: Class 15 contains 120556 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140663 members 
Mstep: Class 20 contains 11690 members 
Mstep: Class 21 contains 57125 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2353 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 185 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 777 members 
Mstep: Class 34 contains 6031 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 177 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6092 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 56225 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 126187 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 219 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 227 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 157 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 369 members 
Mstep: Class 77 contains 362 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 221 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206052.000000 Penalty: 50348.613281
Iteration 181Q: 81 clusters Score -5.820605e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17186 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 112307 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127788 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 390 members 
Mstep: Class 11 contains 92221 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120506 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140632 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 21 contains 57056 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 8866 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 182 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6031 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 292 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 176 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6088 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 159 members 
Mstep: Class 50 contains 56234 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 367 members 
Mstep: Class 56 contains 599 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 125535 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 218 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 228 members 
Mstep: Class 72 contains 268 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 158 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 371 members 
Mstep: Class 77 contains 373 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 222 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206316.000000 Penalty: 50348.613281
Iteration 182Q: 81 clusters Score -5.820632e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17191 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 112302 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127780 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 386 members 
Mstep: Class 11 contains 92996 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 72940 members 
Mstep: Class 15 contains 120465 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1652 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140600 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 56931 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2654 members 
Mstep: Class 25 contains 8880 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 777 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 179 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6106 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 56271 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 365 members 
Mstep: Class 56 contains 597 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 124870 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 216 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 267 members 
Mstep: Class 73 contains 115 members 
Mstep: Class 74 contains 159 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 374 members 
Mstep: Class 77 contains 382 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206696.000000 Penalty: 50348.613281
Iteration 183Q: 81 clusters Score -5.82067e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17198 members 
Mstep: Class 3 contains 8698 members 
Mstep: Class 4 contains 112293 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127757 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 93795 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120426 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140581 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 21 contains 56816 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 777 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6126 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56312 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 364 members 
Mstep: Class 56 contains 597 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 124166 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 213 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 267 members 
Mstep: Class 73 contains 114 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 375 members 
Mstep: Class 77 contains 387 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206812.000000 Penalty: 50348.613281
Iteration 184Q: 81 clusters Score -5.820681e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17196 members 
Mstep: Class 3 contains 8699 members 
Mstep: Class 4 contains 112277 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 94677 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 14 contains 72942 members 
Mstep: Class 15 contains 120433 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140557 members 
Mstep: Class 20 contains 11440 members 
Mstep: Class 21 contains 56712 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2801 members 
Mstep: Class 25 contains 8926 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6147 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56322 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 123381 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 266 members 
Mstep: Class 73 contains 112 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 389 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207060.000000 Penalty: 50348.613281
Iteration 185Q: 81 clusters Score -5.820706e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17197 members 
Mstep: Class 3 contains 8702 members 
Mstep: Class 4 contains 112269 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127733 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 95602 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 14275 members 
Mstep: Class 14 contains 72943 members 
Mstep: Class 15 contains 120443 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140526 members 
Mstep: Class 20 contains 11393 members 
Mstep: Class 21 contains 56635 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6046 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6156 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56311 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 209 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122538 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207084.000000 Penalty: 50348.613281
Iteration 186Q: 81 clusters Score -5.820708e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17196 members 
Mstep: Class 3 contains 8706 members 
Mstep: Class 4 contains 112279 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127702 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 96515 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 72942 members 
Mstep: Class 15 contains 120437 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140516 members 
Mstep: Class 20 contains 11368 members 
Mstep: Class 21 contains 56548 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2904 members 
Mstep: Class 25 contains 8982 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6158 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56289 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121687 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207464.000000 Penalty: 50348.613281
Iteration 187Q: 81 clusters Score -5.820746e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17204 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 112286 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127677 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 97419 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 14254 members 
Mstep: Class 14 contains 72939 members 
Mstep: Class 15 contains 120431 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140497 members 
Mstep: Class 20 contains 11334 members 
Mstep: Class 21 contains 56451 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2964 members 
Mstep: Class 25 contains 9009 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 291 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6167 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56266 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120846 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208004.000000 Penalty: 50348.613281
Iteration 188Q: 81 clusters Score -5.8208e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17207 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 112283 members 
Mstep: Class 5 contains 4550 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127659 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 98322 members 
Mstep: Class 12 contains 2640 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 72940 members 
Mstep: Class 15 contains 120434 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140479 members 
Mstep: Class 20 contains 11283 members 
Mstep: Class 21 contains 56391 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 9027 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6168 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56274 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119995 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208232.000000 Penalty: 50348.613281
Iteration 189Q: 81 clusters Score -5.820823e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17204 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 112281 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127656 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 99224 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120409 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140471 members 
Mstep: Class 20 contains 11247 members 
Mstep: Class 21 contains 56311 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 9036 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6169 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56303 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119157 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208340.000000 Penalty: 50348.613281
Iteration 190Q: 81 clusters Score -5.820834e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17208 members 
Mstep: Class 3 contains 8720 members 
Mstep: Class 4 contains 112288 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127642 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 100184 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 72942 members 
Mstep: Class 15 contains 120373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140459 members 
Mstep: Class 20 contains 11219 members 
Mstep: Class 21 contains 56213 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6177 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56332 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118245 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208664.000000 Penalty: 50348.613281
Iteration 191Q: 81 clusters Score -5.820866e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17213 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 112278 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127637 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 101218 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 72940 members 
Mstep: Class 15 contains 120343 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140454 members 
Mstep: Class 20 contains 11179 members 
Mstep: Class 21 contains 56095 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3200 members 
Mstep: Class 25 contains 9055 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6177 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56368 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 117297 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209096.000000 Penalty: 50348.613281
Iteration 192Q: 81 clusters Score -5.82091e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17221 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 112263 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127623 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 102274 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 14180 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120334 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140438 members 
Mstep: Class 20 contains 11137 members 
Mstep: Class 21 contains 55964 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3278 members 
Mstep: Class 25 contains 9062 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6182 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56392 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 116324 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209256.000000 Penalty: 50348.613281
Iteration 193Q: 81 clusters Score -5.820926e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17228 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 112259 members 
Mstep: Class 5 contains 4534 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127610 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 103402 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 14158 members 
Mstep: Class 14 contains 72942 members 
Mstep: Class 15 contains 120322 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140425 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 55816 members 
Mstep: Class 22 contains 165 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 9071 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6192 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56421 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115261 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209528.000000 Penalty: 50348.613281
Iteration 194Q: 81 clusters Score -5.820953e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17239 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 112246 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127602 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 104585 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 72944 members 
Mstep: Class 15 contains 120305 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140423 members 
Mstep: Class 20 contains 11054 members 
Mstep: Class 21 contains 55642 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6201 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56446 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 114173 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209776.000000 Penalty: 50348.613281
Iteration 195Q: 81 clusters Score -5.820978e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17249 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 112234 members 
Mstep: Class 5 contains 4534 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127592 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 105880 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120303 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140407 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 55498 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 9088 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6220 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56464 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 112930 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209720.000000 Penalty: 50348.613281
Iteration 196Q: 81 clusters Score -5.820972e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 8727 members 
Mstep: Class 4 contains 112216 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127584 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 107381 members 
Mstep: Class 12 contains 2723 members 
Mstep: Class 13 contains 14093 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 120308 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140390 members 
Mstep: Class 20 contains 10952 members 
Mstep: Class 21 contains 55354 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 9101 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6256 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56476 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 111484 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209776.000000 Penalty: 50348.613281
Iteration 197Q: 81 clusters Score -5.820978e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17267 members 
Mstep: Class 3 contains 8727 members 
Mstep: Class 4 contains 112204 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127584 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 108946 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 14077 members 
Mstep: Class 14 contains 72939 members 
Mstep: Class 15 contains 120301 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140371 members 
Mstep: Class 20 contains 10907 members 
Mstep: Class 21 contains 55236 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 9107 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2564 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6284 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56494 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 109918 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209772.000000 Penalty: 50348.613281
Iteration 198Q: 81 clusters Score -5.820977e+07 nChanged 2627
Entering ConstructFrom: 
Score: -58209772.000000 Penalty: 50348.613281
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5303.280762 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5303.281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5361.500000 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5376.436523 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -5376.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5378.105469 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5378.105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5378.105469 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -5378.105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Entering Unmasked Estep 
Score: -1046979.812500 Penalty: 443.952148
	Iteration 0F: 2 clusters Score -1046980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1035467.312500 Penalty: 887.904297
	Iteration 0F: 3 clusters Score -1035467 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1041239.250000 Penalty: 887.904297
	Iteration 1F: 3 clusters Score -1041239 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1042239.187500 Penalty: 887.904297
	Iteration 2F: 3 clusters Score -1042239 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1043306.937500 Penalty: 887.904297
	Iteration 3F: 3 clusters Score -1043307 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1044291.625000 Penalty: 887.904297
	Iteration 4F: 3 clusters Score -1044292 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1045105.437500 Penalty: 887.904297
	Iteration 5F: 3 clusters Score -1045105 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1045691.562500 Penalty: 887.904297
	Iteration 6Q: 3 clusters Score -1045692 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1046088.687500 Penalty: 887.904297
	Iteration 7Q: 3 clusters Score -1046089 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1046325.625000 Penalty: 887.904297
	Iteration 8Q: 3 clusters Score -1046326 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1046475.062500 Penalty: 887.904297
	Iteration 9Q: 3 clusters Score -1046475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1046560.375000 Penalty: 887.904297
	Iteration 10Q: 3 clusters Score -1046560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1046603.687500 Penalty: 887.904297
	Iteration 11Q: 3 clusters Score -1046604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1046622.375000 Penalty: 887.904297
	Iteration 12Q: 3 clusters Score -1046622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1046635.187500 Penalty: 887.904297
	Iteration 13Q: 3 clusters Score -1046635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1046639.312500 Penalty: 887.904297
	Iteration 14Q: 3 clusters Score -1046639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1046647.937500 Penalty: 887.904297
	Iteration 15Q: 3 clusters Score -1046648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1046654.312500 Penalty: 887.904297
	Iteration 16Q: 3 clusters Score -1046654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1046653.750000 Penalty: 887.904297
	Iteration 17Q: 3 clusters Score -1046654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1046653.750000 Penalty: 887.904297
	Iteration 18F: 3 clusters Score -1046654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -527540.375000 Penalty: 412.906342
	Iteration 0F: 2 clusters Score -527540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -521613.468750 Penalty: 825.812683
	Iteration 0F: 3 clusters Score -521613.5 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -524081.781250 Penalty: 825.812683
	Iteration 1F: 3 clusters Score -524081.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -524300.687500 Penalty: 825.812683
	Iteration 2F: 3 clusters Score -524300.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -524533.750000 Penalty: 825.812683
	Iteration 3F: 3 clusters Score -524533.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -524767.937500 Penalty: 825.812683
	Iteration 4F: 3 clusters Score -524767.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -525005.375000 Penalty: 825.812683
	Iteration 5Q: 3 clusters Score -525005.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -525217.125000 Penalty: 825.812683
	Iteration 6Q: 3 clusters Score -525217.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -525391.375000 Penalty: 825.812683
	Iteration 7Q: 3 clusters Score -525391.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -525547.625000 Penalty: 825.812683
	Iteration 8Q: 3 clusters Score -525547.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -525659.687500 Penalty: 825.812683
	Iteration 9Q: 3 clusters Score -525659.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -525727.312500 Penalty: 825.812683
	Iteration 10Q: 3 clusters Score -525727.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -525783.125000 Penalty: 825.812683
	Iteration 11Q: 3 clusters Score -525783.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -525821.500000 Penalty: 825.812683
	Iteration 12Q: 3 clusters Score -525821.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -525853.625000 Penalty: 825.812683
	Iteration 13Q: 3 clusters Score -525853.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -525878.562500 Penalty: 825.812683
	Iteration 14Q: 3 clusters Score -525878.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -525901.000000 Penalty: 825.812683
	Iteration 15Q: 3 clusters Score -525901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -525926.062500 Penalty: 825.812683
	Iteration 16Q: 3 clusters Score -525926.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -525953.750000 Penalty: 825.812683
	Iteration 17Q: 3 clusters Score -525953.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -525987.562500 Penalty: 825.812683
	Iteration 18Q: 3 clusters Score -525987.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -526029.687500 Penalty: 825.812683
	Iteration 19Q: 3 clusters Score -526029.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -526077.125000 Penalty: 825.812683
	Iteration 20F: 3 clusters Score -526077.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -526119.437500 Penalty: 825.812683
	Iteration 21Q: 3 clusters Score -526119.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -526155.000000 Penalty: 825.812683
	Iteration 22Q: 3 clusters Score -526155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -526192.937500 Penalty: 825.812683
	Iteration 23Q: 3 clusters Score -526192.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -526225.812500 Penalty: 825.812683
	Iteration 24Q: 3 clusters Score -526225.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -526259.187500 Penalty: 825.812683
	Iteration 25Q: 3 clusters Score -526259.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -526294.125000 Penalty: 825.812683
	Iteration 26Q: 3 clusters Score -526294.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -526330.000000 Penalty: 825.812683
	Iteration 27Q: 3 clusters Score -526330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -526357.875000 Penalty: 825.812683
	Iteration 28Q: 3 clusters Score -526357.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -526392.375000 Penalty: 825.812683
	Iteration 29Q: 3 clusters Score -526392.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -526423.625000 Penalty: 825.812683
	Iteration 30Q: 3 clusters Score -526423.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -526458.562500 Penalty: 825.812683
	Iteration 31Q: 3 clusters Score -526458.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -526485.187500 Penalty: 825.812683
	Iteration 32Q: 3 clusters Score -526485.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -526511.375000 Penalty: 825.812683
	Iteration 33Q: 3 clusters Score -526511.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -526548.437500 Penalty: 825.812683
	Iteration 34Q: 3 clusters Score -526548.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -526572.125000 Penalty: 825.812683
	Iteration 35Q: 3 clusters Score -526572.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -526596.562500 Penalty: 825.812683
	Iteration 36Q: 3 clusters Score -526596.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -526617.687500 Penalty: 825.812683
	Iteration 37Q: 3 clusters Score -526617.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -526634.562500 Penalty: 825.812683
	Iteration 38Q: 3 clusters Score -526634.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -526649.687500 Penalty: 825.812683
	Iteration 39Q: 3 clusters Score -526649.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -526664.687500 Penalty: 825.812683
	Iteration 40F: 3 clusters Score -526664.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -526683.437500 Penalty: 825.812683
	Iteration 41Q: 3 clusters Score -526683.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -526701.937500 Penalty: 825.812683
	Iteration 42Q: 3 clusters Score -526701.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -526722.375000 Penalty: 825.812683
	Iteration 43Q: 3 clusters Score -526722.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -526749.500000 Penalty: 825.812683
	Iteration 44Q: 3 clusters Score -526749.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -526770.875000 Penalty: 825.812683
	Iteration 45Q: 3 clusters Score -526770.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -526795.500000 Penalty: 825.812683
	Iteration 46Q: 3 clusters Score -526795.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -526819.375000 Penalty: 825.812683
	Iteration 47Q: 3 clusters Score -526819.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -526842.187500 Penalty: 825.812683
	Iteration 48Q: 3 clusters Score -526842.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -526876.187500 Penalty: 825.812683
	Iteration 49Q: 3 clusters Score -526876.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -526906.312500 Penalty: 825.812683
	Iteration 50Q: 3 clusters Score -526906.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -526933.562500 Penalty: 825.812683
	Iteration 51Q: 3 clusters Score -526933.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -526949.500000 Penalty: 825.812683
	Iteration 52Q: 3 clusters Score -526949.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -526960.562500 Penalty: 825.812683
	Iteration 53Q: 3 clusters Score -526960.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -526978.562500 Penalty: 825.812683
	Iteration 54Q: 3 clusters Score -526978.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -526995.500000 Penalty: 825.812683
	Iteration 55Q: 3 clusters Score -526995.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -527008.750000 Penalty: 825.812683
	Iteration 56Q: 3 clusters Score -527008.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -527018.625000 Penalty: 825.812683
	Iteration 57Q: 3 clusters Score -527018.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -527027.562500 Penalty: 825.812683
	Iteration 58Q: 3 clusters Score -527027.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -527033.562500 Penalty: 825.812683
	Iteration 59Q: 3 clusters Score -527033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -527044.312500 Penalty: 825.812683
	Iteration 60F: 3 clusters Score -527044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -527048.000000 Penalty: 825.812683
	Iteration 61Q: 3 clusters Score -527048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -527053.375000 Penalty: 825.812683
	Iteration 62Q: 3 clusters Score -527053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -527058.312500 Penalty: 825.812683
	Iteration 63Q: 3 clusters Score -527058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -527063.500000 Penalty: 825.812683
	Iteration 64Q: 3 clusters Score -527063.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -527069.000000 Penalty: 825.812683
	Iteration 65Q: 3 clusters Score -527069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -527074.125000 Penalty: 825.812683
	Iteration 66Q: 3 clusters Score -527074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -527077.875000 Penalty: 825.812683
	Iteration 67Q: 3 clusters Score -527077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -527082.437500 Penalty: 825.812683
	Iteration 68Q: 3 clusters Score -527082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -527086.625000 Penalty: 825.812683
	Iteration 69Q: 3 clusters Score -527086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -527091.125000 Penalty: 825.812683
	Iteration 70Q: 3 clusters Score -527091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -527099.312500 Penalty: 825.812683
	Iteration 71Q: 3 clusters Score -527099.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -527105.750000 Penalty: 825.812683
	Iteration 72Q: 3 clusters Score -527105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -527110.187500 Penalty: 825.812683
	Iteration 73Q: 3 clusters Score -527110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -527114.687500 Penalty: 825.812683
	Iteration 74Q: 3 clusters Score -527114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -527118.312500 Penalty: 825.812683
	Iteration 75Q: 3 clusters Score -527118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -527121.625000 Penalty: 825.812683
	Iteration 76Q: 3 clusters Score -527121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -527123.875000 Penalty: 825.812683
	Iteration 77Q: 3 clusters Score -527123.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -527129.250000 Penalty: 825.812683
	Iteration 78Q: 3 clusters Score -527129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -527135.562500 Penalty: 825.812683
	Iteration 79Q: 3 clusters Score -527135.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -527138.812500 Penalty: 825.812683
	Iteration 80F: 3 clusters Score -527138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -527144.312500 Penalty: 825.812683
	Iteration 81Q: 3 clusters Score -527144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -527146.875000 Penalty: 825.812683
	Iteration 82Q: 3 clusters Score -527146.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -527152.312500 Penalty: 825.812683
	Iteration 83Q: 3 clusters Score -527152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -527157.750000 Penalty: 825.812683
	Iteration 84Q: 3 clusters Score -527157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -527160.062500 Penalty: 825.812683
	Iteration 85Q: 3 clusters Score -527160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -527160.812500 Penalty: 825.812683
	Iteration 86Q: 3 clusters Score -527160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -527161.375000 Penalty: 825.812683
	Iteration 87Q: 3 clusters Score -527161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -527161.812500 Penalty: 825.812683
	Iteration 88Q: 3 clusters Score -527161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -527162.000000 Penalty: 825.812683
	Iteration 89Q: 3 clusters Score -527162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -527162.062500 Penalty: 825.812683
	Iteration 90Q: 3 clusters Score -527162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -527162.750000 Penalty: 825.812683
	Iteration 91Q: 3 clusters Score -527162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -527162.812500 Penalty: 825.812683
	Iteration 92Q: 3 clusters Score -527162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -527163.625000 Penalty: 825.812683
	Iteration 93Q: 3 clusters Score -527163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -527164.125000 Penalty: 825.812683
	Iteration 94Q: 3 clusters Score -527164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -527164.125000 Penalty: 825.812683
	Iteration 95F: 3 clusters Score -527164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Entering Unmasked Estep 
Score: -6755995.500000 Penalty: 529.072510
	Iteration 0F: 2 clusters Score -6755996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -6681915.000000 Penalty: 1058.145020
	Iteration 0F: 3 clusters Score -6681915 nChanged 55040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -6715990.000000 Penalty: 1058.145020
	Iteration 1F: 3 clusters Score -6715990 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6717700.500000 Penalty: 1058.145020
	Iteration 2Q: 3 clusters Score -6717700 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -6720812.500000 Penalty: 1058.145020
	Iteration 3F: 3 clusters Score -6720812 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -6726000.000000 Penalty: 1058.145020
	Iteration 4F: 3 clusters Score -6726000 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6733763.500000 Penalty: 1058.145020
	Iteration 5F: 3 clusters Score -6733764 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -6742666.000000 Penalty: 1058.145020
	Iteration 6F: 3 clusters Score -6742666 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6750080.500000 Penalty: 1058.145020
	Iteration 7F: 3 clusters Score -6750080 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6753764.500000 Penalty: 1058.145020
	Iteration 8Q: 3 clusters Score -6753764 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6754933.500000 Penalty: 1058.145020
	Iteration 9Q: 3 clusters Score -6754934 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6755339.000000 Penalty: 1058.145020
	Iteration 10Q: 3 clusters Score -6755339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6755497.000000 Penalty: 1058.145020
	Iteration 11Q: 3 clusters Score -6755497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111992 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6755578.500000 Penalty: 1058.145020
	Iteration 12Q: 3 clusters Score -6755578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111998 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6755613.500000 Penalty: 1058.145020
	Iteration 13Q: 3 clusters Score -6755614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6755647.500000 Penalty: 1058.145020
	Iteration 14Q: 3 clusters Score -6755648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6755653.000000 Penalty: 1058.145020
	Iteration 15Q: 3 clusters Score -6755653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6755668.500000 Penalty: 1058.145020
	Iteration 16Q: 3 clusters Score -6755668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6755680.500000 Penalty: 1058.145020
	Iteration 17Q: 3 clusters Score -6755680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6755686.500000 Penalty: 1058.145020
	Iteration 18Q: 3 clusters Score -6755686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111975 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6755700.000000 Penalty: 1058.145020
	Iteration 19Q: 3 clusters Score -6755700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6755703.000000 Penalty: 1058.145020
	Iteration 20F: 3 clusters Score -6755703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6755706.500000 Penalty: 1058.145020
	Iteration 21Q: 3 clusters Score -6755706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6755704.000000 Penalty: 1058.145020
	Iteration 22Q: 3 clusters Score -6755704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6755704.500000 Penalty: 1058.145020
	Iteration 23Q: 3 clusters Score -6755704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6755704.500000 Penalty: 1058.145020
	Iteration 24Q: 3 clusters Score -6755704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6755704.000000 Penalty: 1058.145020
	Iteration 25Q: 3 clusters Score -6755704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6755704.000000 Penalty: 1058.145020
	Iteration 26F: 3 clusters Score -6755704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -264979.656250 Penalty: 382.778839
	Iteration 0F: 2 clusters Score -264979.7 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 2304 members 
Entering Unmasked Estep 
Score: -261914.406250 Penalty: 765.557678
	Iteration 0F: 3 clusters Score -261914.4 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -263052.312500 Penalty: 765.557678
	Iteration 1F: 3 clusters Score -263052.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -263217.843750 Penalty: 765.557678
	Iteration 2F: 3 clusters Score -263217.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -263413.312500 Penalty: 765.557678
	Iteration 3F: 3 clusters Score -263413.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -263638.125000 Penalty: 765.557678
	Iteration 4F: 3 clusters Score -263638.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -263860.468750 Penalty: 765.557678
	Iteration 5F: 3 clusters Score -263860.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -264069.281250 Penalty: 765.557678
	Iteration 6F: 3 clusters Score -264069.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -264209.937500 Penalty: 765.557678
	Iteration 7Q: 3 clusters Score -264209.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -264277.906250 Penalty: 765.557678
	Iteration 8Q: 3 clusters Score -264277.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -264327.750000 Penalty: 765.557678
	Iteration 9Q: 3 clusters Score -264327.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -264364.718750 Penalty: 765.557678
	Iteration 10Q: 3 clusters Score -264364.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -264404.843750 Penalty: 765.557678
	Iteration 11Q: 3 clusters Score -264404.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -264439.500000 Penalty: 765.557678
	Iteration 12Q: 3 clusters Score -264439.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -264469.281250 Penalty: 765.557678
	Iteration 13Q: 3 clusters Score -264469.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -264489.093750 Penalty: 765.557678
	Iteration 14Q: 3 clusters Score -264489.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -264509.000000 Penalty: 765.557678
	Iteration 15Q: 3 clusters Score -264509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -264524.531250 Penalty: 765.557678
	Iteration 16Q: 3 clusters Score -264524.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -264541.031250 Penalty: 765.557678
	Iteration 17Q: 3 clusters Score -264541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -264553.343750 Penalty: 765.557678
	Iteration 18Q: 3 clusters Score -264553.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -264563.468750 Penalty: 765.557678
	Iteration 19Q: 3 clusters Score -264563.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -264571.781250 Penalty: 765.557678
	Iteration 20F: 3 clusters Score -264571.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -264574.718750 Penalty: 765.557678
	Iteration 21Q: 3 clusters Score -264574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -264576.656250 Penalty: 765.557678
	Iteration 22Q: 3 clusters Score -264576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -264577.000000 Penalty: 765.557678
	Iteration 23Q: 3 clusters Score -264577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -264578.718750 Penalty: 765.557678
	Iteration 24Q: 3 clusters Score -264578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -264580.406250 Penalty: 765.557678
	Iteration 25Q: 3 clusters Score -264580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -264580.968750 Penalty: 765.557678
	Iteration 26Q: 3 clusters Score -264581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -264581.437500 Penalty: 765.557678
	Iteration 27Q: 3 clusters Score -264581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -264581.125000 Penalty: 765.557678
	Iteration 28Q: 3 clusters Score -264581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -264581.125000 Penalty: 765.557678
	Iteration 29F: 3 clusters Score -264581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46150.863281 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46150.86 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46409.820312 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46409.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -46472.886719 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46472.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46515.546875 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46515.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -46569.195312 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -46569.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46609.062500 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46609.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46636.390625 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46636.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -46679.027344 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46679.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -46708.824219 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46708.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -46727.503906 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -46748.898438 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46755.269531 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46755.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -46756.691406 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46756.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -46759.976562 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46759.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -46760.625000 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46760.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -46760.625000 Penalty: 605.995789
	Iteration 15F: 3 clusters Score -46760.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6935.622559 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6935.623 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7072.179199 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7072.179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7123.771484 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7123.771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7161.969727 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7161.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7184.597168 Penalty: 531.762573
	Iteration 4F: 3 clusters Score -7184.597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7191.124512 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7191.125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7196.450195 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7196.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7207.741699 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7207.742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7227.247559 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7227.248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7254.880371 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7254.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7270.656250 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7270.656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7274.808105 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -7274.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7276.523438 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -7276.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7277.171387 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -7277.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7278.364746 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -7278.365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7279.078613 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -7279.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7279.078613 Penalty: 531.762573
	Iteration 16F: 3 clusters Score -7279.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 131 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209368.000000 Penalty: 50977.972656
Splitting cluster 7 changes total score from -58209772.000000 to -58209368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (127570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Entering Unmasked Estep 
Score: -7512241.000000 Penalty: 534.917114
	Iteration 0F: 2 clusters Score -7512241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -7426134.500000 Penalty: 1069.834229
	Iteration 0F: 3 clusters Score -7426134 nChanged 62844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -7467695.000000 Penalty: 1069.834229
	Iteration 1F: 3 clusters Score -7467695 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -7472514.500000 Penalty: 1069.834229
	Iteration 2F: 3 clusters Score -7472514 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -7478740.000000 Penalty: 1069.834229
	Iteration 3F: 3 clusters Score -7478740 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -7485754.000000 Penalty: 1069.834229
	Iteration 4F: 3 clusters Score -7485754 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -7490725.000000 Penalty: 1069.834229
	Iteration 5F: 3 clusters Score -7490725 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -7492903.000000 Penalty: 1069.834229
	Iteration 6Q: 3 clusters Score -7492903 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -7493759.500000 Penalty: 1069.834229
	Iteration 7Q: 3 clusters Score -7493760 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -7494230.500000 Penalty: 1069.834229
	Iteration 8Q: 3 clusters Score -7494230 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -7494647.500000 Penalty: 1069.834229
	Iteration 9Q: 3 clusters Score -7494648 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -7495134.500000 Penalty: 1069.834229
	Iteration 10Q: 3 clusters Score -7495134 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -7495596.500000 Penalty: 1069.834229
	Iteration 11Q: 3 clusters Score -7495596 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -7496048.500000 Penalty: 1069.834229
	Iteration 12Q: 3 clusters Score -7496048 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -7496659.000000 Penalty: 1069.834229
	Iteration 13Q: 3 clusters Score -7496659 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -7497287.000000 Penalty: 1069.834229
	Iteration 14Q: 3 clusters Score -7497287 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -7497945.500000 Penalty: 1069.834229
	Iteration 15Q: 3 clusters Score -7497946 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -7498587.000000 Penalty: 1069.834229
	Iteration 16Q: 3 clusters Score -7498587 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -7499329.000000 Penalty: 1069.834229
	Iteration 17Q: 3 clusters Score -7499329 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -7500024.500000 Penalty: 1069.834229
	Iteration 18Q: 3 clusters Score -7500024 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -7500722.000000 Penalty: 1069.834229
	Iteration 19Q: 3 clusters Score -7500722 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -7501513.000000 Penalty: 1069.834229
	Iteration 20F: 3 clusters Score -7501513 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -7502292.500000 Penalty: 1069.834229
	Iteration 21Q: 3 clusters Score -7502292 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -7503139.500000 Penalty: 1069.834229
	Iteration 22Q: 3 clusters Score -7503140 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -7503951.000000 Penalty: 1069.834229
	Iteration 23Q: 3 clusters Score -7503951 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -7504804.000000 Penalty: 1069.834229
	Iteration 24Q: 3 clusters Score -7504804 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -7505581.000000 Penalty: 1069.834229
	Iteration 25Q: 3 clusters Score -7505581 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -7506314.000000 Penalty: 1069.834229
	Iteration 26Q: 3 clusters Score -7506314 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 115392 members 
Entering Unmasked Estep 
Score: -7506953.000000 Penalty: 1069.834229
	Iteration 27Q: 3 clusters Score -7506953 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 116706 members 
Entering Unmasked Estep 
Score: -7507518.500000 Penalty: 1069.834229
	Iteration 28Q: 3 clusters Score -7507518 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -7508046.500000 Penalty: 1069.834229
	Iteration 29Q: 3 clusters Score -7508046 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -7508508.000000 Penalty: 1069.834229
	Iteration 30Q: 3 clusters Score -7508508 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -7508960.000000 Penalty: 1069.834229
	Iteration 31Q: 3 clusters Score -7508960 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 121136 members 
Entering Unmasked Estep 
Score: -7509414.000000 Penalty: 1069.834229
	Iteration 32Q: 3 clusters Score -7509414 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -7509791.500000 Penalty: 1069.834229
	Iteration 33Q: 3 clusters Score -7509792 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -7510142.000000 Penalty: 1069.834229
	Iteration 34Q: 3 clusters Score -7510142 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -7510517.000000 Penalty: 1069.834229
	Iteration 35Q: 3 clusters Score -7510517 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -7510800.000000 Penalty: 1069.834229
	Iteration 36Q: 3 clusters Score -7510800 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -7511007.500000 Penalty: 1069.834229
	Iteration 37Q: 3 clusters Score -7511008 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 125152 members 
Entering Unmasked Estep 
Score: -7511117.500000 Penalty: 1069.834229
	Iteration 38Q: 3 clusters Score -7511118 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -7511232.000000 Penalty: 1069.834229
	Iteration 39Q: 3 clusters Score -7511232 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -7511348.000000 Penalty: 1069.834229
	Iteration 40F: 3 clusters Score -7511348 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -7511428.500000 Penalty: 1069.834229
	Iteration 41Q: 3 clusters Score -7511428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -7511478.500000 Penalty: 1069.834229
	Iteration 42Q: 3 clusters Score -7511478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -7511519.500000 Penalty: 1069.834229
	Iteration 43Q: 3 clusters Score -7511520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 126514 members 
Entering Unmasked Estep 
Score: -7511602.000000 Penalty: 1069.834229
	Iteration 44Q: 3 clusters Score -7511602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -7511649.500000 Penalty: 1069.834229
	Iteration 45Q: 3 clusters Score -7511650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -7511684.500000 Penalty: 1069.834229
	Iteration 46Q: 3 clusters Score -7511684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -7511692.000000 Penalty: 1069.834229
	Iteration 47Q: 3 clusters Score -7511692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -7511708.500000 Penalty: 1069.834229
	Iteration 48Q: 3 clusters Score -7511708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -7511724.000000 Penalty: 1069.834229
	Iteration 49Q: 3 clusters Score -7511724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -7511724.500000 Penalty: 1069.834229
	Iteration 50Q: 3 clusters Score -7511724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -7511745.500000 Penalty: 1069.834229
	Iteration 51Q: 3 clusters Score -7511746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -7511743.500000 Penalty: 1069.834229
	Iteration 52Q: 3 clusters Score -7511744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -7511750.500000 Penalty: 1069.834229
	Iteration 53Q: 3 clusters Score -7511750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -7511763.500000 Penalty: 1069.834229
	Iteration 54Q: 3 clusters Score -7511764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -7511772.500000 Penalty: 1069.834229
	Iteration 55Q: 3 clusters Score -7511772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -7511777.500000 Penalty: 1069.834229
	Iteration 56Q: 3 clusters Score -7511778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 127037 members 
Entering Unmasked Estep 
Score: -7511781.500000 Penalty: 1069.834229
	Iteration 57Q: 3 clusters Score -7511782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -7511792.500000 Penalty: 1069.834229
	Iteration 58Q: 3 clusters Score -7511792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -7511792.000000 Penalty: 1069.834229
	Iteration 59Q: 3 clusters Score -7511792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -7511797.000000 Penalty: 1069.834229
	Iteration 60F: 3 clusters Score -7511797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -7511799.500000 Penalty: 1069.834229
	Iteration 61Q: 3 clusters Score -7511800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -7511802.000000 Penalty: 1069.834229
	Iteration 62Q: 3 clusters Score -7511802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -7511798.000000 Penalty: 1069.834229
	Iteration 63Q: 3 clusters Score -7511798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -7511799.500000 Penalty: 1069.834229
	Iteration 64Q: 3 clusters Score -7511800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -7511800.000000 Penalty: 1069.834229
	Iteration 65Q: 3 clusters Score -7511800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -7511810.000000 Penalty: 1069.834229
	Iteration 66Q: 3 clusters Score -7511810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -7511815.000000 Penalty: 1069.834229
	Iteration 67Q: 3 clusters Score -7511815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 127120 members 
Entering Unmasked Estep 
Score: -7511812.000000 Penalty: 1069.834229
	Iteration 68Q: 3 clusters Score -7511812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 127120 members 
Entering Unmasked Estep 
Score: -7511812.000000 Penalty: 1069.834229
	Iteration 69F: 3 clusters Score -7511812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24481.917969 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24481.92 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24672.121094 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24672.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24706.732422 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24706.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24711.517578 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -24711.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24712.988281 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -24712.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24714.394531 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -24714.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24715.601562 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -24715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24718.015625 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -24718.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24720.125000 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -24720.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24720.830078 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -24720.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24721.601562 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -24721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24724.605469 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -24724.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24730.345703 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -24730.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24737.085938 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -24737.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24743.482422 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -24743.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24749.185547 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -24749.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24764.974609 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -24764.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24774.865234 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -24774.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24784.949219 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -24784.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24796.468750 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -24796.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24813.183594 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -24813.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24837.398438 Penalty: 552.647095
	Iteration 21Q: 3 clusters Score -24837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24842.066406 Penalty: 552.647095
	Iteration 22Q: 3 clusters Score -24842.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24844.191406 Penalty: 552.647095
	Iteration 23Q: 3 clusters Score -24844.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24846.277344 Penalty: 552.647095
	Iteration 24Q: 3 clusters Score -24846.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24850.416016 Penalty: 552.647095
	Iteration 25Q: 3 clusters Score -24850.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24852.951172 Penalty: 552.647095
	Iteration 26Q: 3 clusters Score -24852.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24855.150391 Penalty: 552.647095
	Iteration 27Q: 3 clusters Score -24855.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24857.359375 Penalty: 552.647095
	Iteration 28Q: 3 clusters Score -24857.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24858.667969 Penalty: 552.647095
	Iteration 29Q: 3 clusters Score -24858.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24861.072266 Penalty: 552.647095
	Iteration 30Q: 3 clusters Score -24861.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24867.486328 Penalty: 552.647095
	Iteration 31Q: 3 clusters Score -24867.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24870.259766 Penalty: 552.647095
	Iteration 32Q: 3 clusters Score -24870.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24876.789062 Penalty: 552.647095
	Iteration 33Q: 3 clusters Score -24876.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24885.781250 Penalty: 552.647095
	Iteration 34Q: 3 clusters Score -24885.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24898.964844 Penalty: 552.647095
	Iteration 35Q: 3 clusters Score -24898.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24902.125000 Penalty: 552.647095
	Iteration 36Q: 3 clusters Score -24902.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24904.250000 Penalty: 552.647095
	Iteration 37F: 3 clusters Score -24904.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24908.451172 Penalty: 552.647095
	Iteration 38Q: 3 clusters Score -24908.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24908.451172 Penalty: 552.647095
	Iteration 39F: 3 clusters Score -24908.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 101 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209352.000000 Penalty: 50977.972656
Splitting cluster 9 changes total score from -58209772.000000 to -58209352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22123.136719 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22123.14 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22238.429688 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22238.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22295.472656 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22295.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22324.619141 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22324.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22339.240234 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22339.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22351.712891 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22351.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22362.765625 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22362.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22372.644531 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22372.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22384.144531 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22384.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22405.314453 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22405.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22424.345703 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22424.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22433.587891 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22433.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22437.683594 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -22437.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -22440.410156 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -22440.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -22441.640625 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -22441.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22450.820312 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -22450.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22454.089844 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -22454.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -22455.994141 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -22455.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -22460.515625 Penalty: 541.745117
	Iteration 18F: 3 clusters Score -22460.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22464.339844 Penalty: 541.745117
	Iteration 19Q: 3 clusters Score -22464.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22464.339844 Penalty: 541.745117
	Iteration 20F: 3 clusters Score -22464.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (110562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Entering Unmasked Estep 
Score: -6676893.000000 Penalty: 528.406616
	Iteration 0F: 2 clusters Score -6676893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -6602063.500000 Penalty: 1056.813232
	Iteration 0F: 3 clusters Score -6602064 nChanged 54203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6635306.500000 Penalty: 1056.813232
	Iteration 1F: 3 clusters Score -6635306 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -6636950.500000 Penalty: 1056.813232
	Iteration 2Q: 3 clusters Score -6636950 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -6639297.000000 Penalty: 1056.813232
	Iteration 3F: 3 clusters Score -6639297 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -6642579.500000 Penalty: 1056.813232
	Iteration 4F: 3 clusters Score -6642580 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -6647462.500000 Penalty: 1056.813232
	Iteration 5F: 3 clusters Score -6647462 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -6653549.000000 Penalty: 1056.813232
	Iteration 6F: 3 clusters Score -6653549 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -6660215.000000 Penalty: 1056.813232
	Iteration 7F: 3 clusters Score -6660215 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6665727.500000 Penalty: 1056.813232
	Iteration 8F: 3 clusters Score -6665728 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -6669691.000000 Penalty: 1056.813232
	Iteration 9Q: 3 clusters Score -6669691 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -6672330.500000 Penalty: 1056.813232
	Iteration 10Q: 3 clusters Score -6672330 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -6673840.500000 Penalty: 1056.813232
	Iteration 11Q: 3 clusters Score -6673840 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6674710.000000 Penalty: 1056.813232
	Iteration 12Q: 3 clusters Score -6674710 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6675334.500000 Penalty: 1056.813232
	Iteration 13Q: 3 clusters Score -6675334 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -6675716.500000 Penalty: 1056.813232
	Iteration 14Q: 3 clusters Score -6675716 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -6675962.500000 Penalty: 1056.813232
	Iteration 15Q: 3 clusters Score -6675962 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -6676093.000000 Penalty: 1056.813232
	Iteration 16Q: 3 clusters Score -6676093 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -6676191.500000 Penalty: 1056.813232
	Iteration 17Q: 3 clusters Score -6676192 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6676254.500000 Penalty: 1056.813232
	Iteration 18Q: 3 clusters Score -6676254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -6676283.000000 Penalty: 1056.813232
	Iteration 19Q: 3 clusters Score -6676283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -6676302.500000 Penalty: 1056.813232
	Iteration 20F: 3 clusters Score -6676302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6676307.500000 Penalty: 1056.813232
	Iteration 21Q: 3 clusters Score -6676308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -6676337.000000 Penalty: 1056.813232
	Iteration 22Q: 3 clusters Score -6676337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -6676332.500000 Penalty: 1056.813232
	Iteration 23Q: 3 clusters Score -6676332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -6676373.500000 Penalty: 1056.813232
	Iteration 24Q: 3 clusters Score -6676374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -6676375.500000 Penalty: 1056.813232
	Iteration 25Q: 3 clusters Score -6676376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -6676385.000000 Penalty: 1056.813232
	Iteration 26Q: 3 clusters Score -6676385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -6676393.000000 Penalty: 1056.813232
	Iteration 27Q: 3 clusters Score -6676393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99017 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -6676395.500000 Penalty: 1056.813232
	Iteration 28Q: 3 clusters Score -6676396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -6676395.000000 Penalty: 1056.813232
	Iteration 29Q: 3 clusters Score -6676395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -6676395.500000 Penalty: 1056.813232
	Iteration 30Q: 3 clusters Score -6676396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -6676405.500000 Penalty: 1056.813232
	Iteration 31Q: 3 clusters Score -6676406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6676405.000000 Penalty: 1056.813232
	Iteration 32Q: 3 clusters Score -6676405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -6676391.500000 Penalty: 1056.813232
	Iteration 33Q: 3 clusters Score -6676392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -6676401.000000 Penalty: 1056.813232
	Iteration 34Q: 3 clusters Score -6676401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6676396.500000 Penalty: 1056.813232
	Iteration 35Q: 3 clusters Score -6676396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -6676400.000000 Penalty: 1056.813232
	Iteration 36Q: 3 clusters Score -6676400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6676395.000000 Penalty: 1056.813232
	Iteration 37Q: 3 clusters Score -6676395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -6676397.000000 Penalty: 1056.813232
	Iteration 38Q: 3 clusters Score -6676397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -6676389.000000 Penalty: 1056.813232
	Iteration 39Q: 3 clusters Score -6676389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -6676389.500000 Penalty: 1056.813232
	Iteration 40F: 3 clusters Score -6676390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -6676392.500000 Penalty: 1056.813232
	Iteration 41Q: 3 clusters Score -6676392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -6676390.000000 Penalty: 1056.813232
	Iteration 42Q: 3 clusters Score -6676390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -6676387.500000 Penalty: 1056.813232
	Iteration 43Q: 3 clusters Score -6676388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -6676389.500000 Penalty: 1056.813232
	Iteration 44Q: 3 clusters Score -6676390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -6676377.500000 Penalty: 1056.813232
	Iteration 45Q: 3 clusters Score -6676378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -6676385.000000 Penalty: 1056.813232
	Iteration 46Q: 3 clusters Score -6676385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -6676391.500000 Penalty: 1056.813232
	Iteration 47Q: 3 clusters Score -6676392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6676388.000000 Penalty: 1056.813232
	Iteration 48Q: 3 clusters Score -6676388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -6676386.500000 Penalty: 1056.813232
	Iteration 49Q: 3 clusters Score -6676386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -6676384.500000 Penalty: 1056.813232
	Iteration 50Q: 3 clusters Score -6676384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -6676386.500000 Penalty: 1056.813232
	Iteration 51Q: 3 clusters Score -6676386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -6676389.000000 Penalty: 1056.813232
	Iteration 52Q: 3 clusters Score -6676389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -6676393.500000 Penalty: 1056.813232
	Iteration 53Q: 3 clusters Score -6676394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -6676392.000000 Penalty: 1056.813232
	Iteration 54Q: 3 clusters Score -6676392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -6676386.500000 Penalty: 1056.813232
	Iteration 55Q: 3 clusters Score -6676386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6676384.000000 Penalty: 1056.813232
	Iteration 56Q: 3 clusters Score -6676384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -6676382.000000 Penalty: 1056.813232
	Iteration 57Q: 3 clusters Score -6676382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -6676384.500000 Penalty: 1056.813232
	Iteration 58Q: 3 clusters Score -6676384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -6676385.500000 Penalty: 1056.813232
	Iteration 59Q: 3 clusters Score -6676386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -6676386.000000 Penalty: 1056.813232
	Iteration 60F: 3 clusters Score -6676386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6676380.500000 Penalty: 1056.813232
	Iteration 61Q: 3 clusters Score -6676380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -6676383.000000 Penalty: 1056.813232
	Iteration 62Q: 3 clusters Score -6676383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -6676387.000000 Penalty: 1056.813232
	Iteration 63Q: 3 clusters Score -6676387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -6676387.000000 Penalty: 1056.813232
	Iteration 64Q: 3 clusters Score -6676387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -6676385.500000 Penalty: 1056.813232
	Iteration 65Q: 3 clusters Score -6676386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6676389.000000 Penalty: 1056.813232
	Iteration 66Q: 3 clusters Score -6676389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6676389.000000 Penalty: 1056.813232
	Iteration 67F: 3 clusters Score -6676389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -165209.500000 Penalty: 360.181549
	Iteration 0F: 2 clusters Score -165209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -163291.609375 Penalty: 720.363098
	Iteration 0F: 3 clusters Score -163291.6 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -164205.750000 Penalty: 720.363098
	Iteration 1F: 3 clusters Score -164205.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -164465.281250 Penalty: 720.363098
	Iteration 2F: 3 clusters Score -164465.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -164641.000000 Penalty: 720.363098
	Iteration 3F: 3 clusters Score -164641 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -164775.750000 Penalty: 720.363098
	Iteration 4F: 3 clusters Score -164775.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -164884.437500 Penalty: 720.363098
	Iteration 5Q: 3 clusters Score -164884.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -164942.375000 Penalty: 720.363098
	Iteration 6Q: 3 clusters Score -164942.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -164960.593750 Penalty: 720.363098
	Iteration 7Q: 3 clusters Score -164960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -164968.093750 Penalty: 720.363098
	Iteration 8Q: 3 clusters Score -164968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -164971.031250 Penalty: 720.363098
	Iteration 9Q: 3 clusters Score -164971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -164975.906250 Penalty: 720.363098
	Iteration 10Q: 3 clusters Score -164975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -164980.921875 Penalty: 720.363098
	Iteration 11Q: 3 clusters Score -164980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -164984.281250 Penalty: 720.363098
	Iteration 12Q: 3 clusters Score -164984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -164986.515625 Penalty: 720.363098
	Iteration 13Q: 3 clusters Score -164986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -164987.125000 Penalty: 720.363098
	Iteration 14Q: 3 clusters Score -164987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -164989.421875 Penalty: 720.363098
	Iteration 15Q: 3 clusters Score -164989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -164990.609375 Penalty: 720.363098
	Iteration 16Q: 3 clusters Score -164990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -164990.625000 Penalty: 720.363098
	Iteration 17Q: 3 clusters Score -164990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -164990.625000 Penalty: 720.363098
	Iteration 18F: 3 clusters Score -164990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Entering Unmasked Estep 
Score: -843892.500000 Penalty: 434.613342
	Iteration 0F: 2 clusters Score -843892.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -834519.125000 Penalty: 869.226685
	Iteration 0F: 3 clusters Score -834519.1 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -838534.875000 Penalty: 869.226685
	Iteration 1F: 3 clusters Score -838534.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -838872.437500 Penalty: 869.226685
	Iteration 2F: 3 clusters Score -838872.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -839296.687500 Penalty: 869.226685
	Iteration 3F: 3 clusters Score -839296.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -839881.875000 Penalty: 869.226685
	Iteration 4F: 3 clusters Score -839881.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -840605.500000 Penalty: 869.226685
	Iteration 5F: 3 clusters Score -840605.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -841280.125000 Penalty: 869.226685
	Iteration 6F: 3 clusters Score -841280.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -841786.500000 Penalty: 869.226685
	Iteration 7F: 3 clusters Score -841786.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -842044.812500 Penalty: 869.226685
	Iteration 8Q: 3 clusters Score -842044.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -842169.625000 Penalty: 869.226685
	Iteration 9Q: 3 clusters Score -842169.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -842246.437500 Penalty: 869.226685
	Iteration 10Q: 3 clusters Score -842246.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -842309.562500 Penalty: 869.226685
	Iteration 11Q: 3 clusters Score -842309.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -842371.875000 Penalty: 869.226685
	Iteration 12Q: 3 clusters Score -842371.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -842446.062500 Penalty: 869.226685
	Iteration 13Q: 3 clusters Score -842446.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -842535.437500 Penalty: 869.226685
	Iteration 14Q: 3 clusters Score -842535.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -842629.125000 Penalty: 869.226685
	Iteration 15Q: 3 clusters Score -842629.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -842710.000000 Penalty: 869.226685
	Iteration 16Q: 3 clusters Score -842710 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -842784.250000 Penalty: 869.226685
	Iteration 17Q: 3 clusters Score -842784.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -842867.062500 Penalty: 869.226685
	Iteration 18Q: 3 clusters Score -842867.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -842947.062500 Penalty: 869.226685
	Iteration 19Q: 3 clusters Score -842947.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -843018.375000 Penalty: 869.226685
	Iteration 20F: 3 clusters Score -843018.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -843085.562500 Penalty: 869.226685
	Iteration 21Q: 3 clusters Score -843085.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -843132.625000 Penalty: 869.226685
	Iteration 22Q: 3 clusters Score -843132.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -843174.750000 Penalty: 869.226685
	Iteration 23Q: 3 clusters Score -843174.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -843212.187500 Penalty: 869.226685
	Iteration 24Q: 3 clusters Score -843212.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -843249.312500 Penalty: 869.226685
	Iteration 25Q: 3 clusters Score -843249.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -843286.062500 Penalty: 869.226685
	Iteration 26Q: 3 clusters Score -843286.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -843312.437500 Penalty: 869.226685
	Iteration 27Q: 3 clusters Score -843312.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -843332.562500 Penalty: 869.226685
	Iteration 28Q: 3 clusters Score -843332.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -843347.687500 Penalty: 869.226685
	Iteration 29Q: 3 clusters Score -843347.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -843361.062500 Penalty: 869.226685
	Iteration 30Q: 3 clusters Score -843361.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -843381.437500 Penalty: 869.226685
	Iteration 31Q: 3 clusters Score -843381.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -843402.500000 Penalty: 869.226685
	Iteration 32Q: 3 clusters Score -843402.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -843422.875000 Penalty: 869.226685
	Iteration 33Q: 3 clusters Score -843422.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -843447.812500 Penalty: 869.226685
	Iteration 34Q: 3 clusters Score -843447.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -843470.687500 Penalty: 869.226685
	Iteration 35Q: 3 clusters Score -843470.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -843492.125000 Penalty: 869.226685
	Iteration 36Q: 3 clusters Score -843492.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -843516.250000 Penalty: 869.226685
	Iteration 37Q: 3 clusters Score -843516.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -843529.312500 Penalty: 869.226685
	Iteration 38Q: 3 clusters Score -843529.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -843544.625000 Penalty: 869.226685
	Iteration 39Q: 3 clusters Score -843544.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -843560.750000 Penalty: 869.226685
	Iteration 40F: 3 clusters Score -843560.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -843573.250000 Penalty: 869.226685
	Iteration 41Q: 3 clusters Score -843573.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -843578.812500 Penalty: 869.226685
	Iteration 42Q: 3 clusters Score -843578.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -843584.125000 Penalty: 869.226685
	Iteration 43Q: 3 clusters Score -843584.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -843591.875000 Penalty: 869.226685
	Iteration 44Q: 3 clusters Score -843591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -843594.937500 Penalty: 869.226685
	Iteration 45Q: 3 clusters Score -843594.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -843600.187500 Penalty: 869.226685
	Iteration 46Q: 3 clusters Score -843600.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -843611.000000 Penalty: 869.226685
	Iteration 47Q: 3 clusters Score -843611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -843622.000000 Penalty: 869.226685
	Iteration 48Q: 3 clusters Score -843622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -843634.375000 Penalty: 869.226685
	Iteration 49Q: 3 clusters Score -843634.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -843645.437500 Penalty: 869.226685
	Iteration 50Q: 3 clusters Score -843645.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -843655.937500 Penalty: 869.226685
	Iteration 51Q: 3 clusters Score -843655.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -843663.250000 Penalty: 869.226685
	Iteration 52Q: 3 clusters Score -843663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -843668.687500 Penalty: 869.226685
	Iteration 53Q: 3 clusters Score -843668.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -843674.562500 Penalty: 869.226685
	Iteration 54Q: 3 clusters Score -843674.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -843681.187500 Penalty: 869.226685
	Iteration 55Q: 3 clusters Score -843681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -843684.250000 Penalty: 869.226685
	Iteration 56Q: 3 clusters Score -843684.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -843686.687500 Penalty: 869.226685
	Iteration 57Q: 3 clusters Score -843686.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -843686.750000 Penalty: 869.226685
	Iteration 58Q: 3 clusters Score -843686.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -843688.562500 Penalty: 869.226685
	Iteration 59Q: 3 clusters Score -843688.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -843693.250000 Penalty: 869.226685
	Iteration 60F: 3 clusters Score -843693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -843697.000000 Penalty: 869.226685
	Iteration 61Q: 3 clusters Score -843697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -843697.312500 Penalty: 869.226685
	Iteration 62Q: 3 clusters Score -843697.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -843696.812500 Penalty: 869.226685
	Iteration 63Q: 3 clusters Score -843696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -843696.000000 Penalty: 869.226685
	Iteration 64Q: 3 clusters Score -843696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -843696.312500 Penalty: 869.226685
	Iteration 65Q: 3 clusters Score -843696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -843695.312500 Penalty: 869.226685
	Iteration 66Q: 3 clusters Score -843695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -843695.312500 Penalty: 869.226685
	Iteration 67F: 3 clusters Score -843695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Entering Unmasked Estep 
Score: -4376601.500000 Penalty: 509.477631
	Iteration 0F: 2 clusters Score -4376602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4327421.500000 Penalty: 1018.955261
	Iteration 0F: 3 clusters Score -4327422 nChanged 35510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -4350232.000000 Penalty: 1018.955261
	Iteration 1F: 3 clusters Score -4350232 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -4353020.500000 Penalty: 1018.955261
	Iteration 2F: 3 clusters Score -4353020 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -4357810.000000 Penalty: 1018.955261
	Iteration 3F: 3 clusters Score -4357810 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -4364810.500000 Penalty: 1018.955261
	Iteration 4F: 3 clusters Score -4364810 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -4371225.000000 Penalty: 1018.955261
	Iteration 5F: 3 clusters Score -4371225 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -4374587.000000 Penalty: 1018.955261
	Iteration 6Q: 3 clusters Score -4374587 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -4375688.000000 Penalty: 1018.955261
	Iteration 7Q: 3 clusters Score -4375688 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -4375999.000000 Penalty: 1018.955261
	Iteration 8Q: 3 clusters Score -4375999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -4376077.000000 Penalty: 1018.955261
	Iteration 9Q: 3 clusters Score -4376077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -4376111.000000 Penalty: 1018.955261
	Iteration 10Q: 3 clusters Score -4376111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -4376124.500000 Penalty: 1018.955261
	Iteration 11Q: 3 clusters Score -4376124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -4376140.000000 Penalty: 1018.955261
	Iteration 12Q: 3 clusters Score -4376140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -4376148.000000 Penalty: 1018.955261
	Iteration 13Q: 3 clusters Score -4376148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -4376152.000000 Penalty: 1018.955261
	Iteration 14Q: 3 clusters Score -4376152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -4376154.000000 Penalty: 1018.955261
	Iteration 15Q: 3 clusters Score -4376154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -4376157.500000 Penalty: 1018.955261
	Iteration 16Q: 3 clusters Score -4376158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -4376160.000000 Penalty: 1018.955261
	Iteration 17Q: 3 clusters Score -4376160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -4376162.500000 Penalty: 1018.955261
	Iteration 18Q: 3 clusters Score -4376162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -4376163.500000 Penalty: 1018.955261
	Iteration 19Q: 3 clusters Score -4376164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -4376163.500000 Penalty: 1018.955261
	Iteration 20F: 3 clusters Score -4376164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (120272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120272 members 
Entering Unmasked Estep 
Score: -7191128.500000 Penalty: 532.236755
	Iteration 0F: 2 clusters Score -7191128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -7112699.000000 Penalty: 1064.473511
	Iteration 0F: 3 clusters Score -7112699 nChanged 58879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -7146903.000000 Penalty: 1064.473511
	Iteration 1F: 3 clusters Score -7146903 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -7147989.500000 Penalty: 1064.473511
	Iteration 2Q: 3 clusters Score -7147990 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7149390.500000 Penalty: 1064.473511
	Iteration 3Q: 3 clusters Score -7149390 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -7151191.000000 Penalty: 1064.473511
	Iteration 4Q: 3 clusters Score -7151191 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -7153647.500000 Penalty: 1064.473511
	Iteration 5Q: 3 clusters Score -7153648 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7157000.500000 Penalty: 1064.473511
	Iteration 6F: 3 clusters Score -7157000 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -7161984.000000 Penalty: 1064.473511
	Iteration 7F: 3 clusters Score -7161984 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -7168300.000000 Penalty: 1064.473511
	Iteration 8F: 3 clusters Score -7168300 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -7173575.000000 Penalty: 1064.473511
	Iteration 9F: 3 clusters Score -7173575 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -7176448.000000 Penalty: 1064.473511
	Iteration 10Q: 3 clusters Score -7176448 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -7177752.500000 Penalty: 1064.473511
	Iteration 11Q: 3 clusters Score -7177752 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -7178597.500000 Penalty: 1064.473511
	Iteration 12Q: 3 clusters Score -7178598 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -7179250.500000 Penalty: 1064.473511
	Iteration 13Q: 3 clusters Score -7179250 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -7179851.000000 Penalty: 1064.473511
	Iteration 14Q: 3 clusters Score -7179851 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -7180399.000000 Penalty: 1064.473511
	Iteration 15Q: 3 clusters Score -7180399 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -7180864.500000 Penalty: 1064.473511
	Iteration 16Q: 3 clusters Score -7180864 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -7181256.500000 Penalty: 1064.473511
	Iteration 17Q: 3 clusters Score -7181256 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -7181597.500000 Penalty: 1064.473511
	Iteration 18Q: 3 clusters Score -7181598 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -7182016.500000 Penalty: 1064.473511
	Iteration 19Q: 3 clusters Score -7182016 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -7182352.000000 Penalty: 1064.473511
	Iteration 20F: 3 clusters Score -7182352 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -7182649.000000 Penalty: 1064.473511
	Iteration 21Q: 3 clusters Score -7182649 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -7182968.000000 Penalty: 1064.473511
	Iteration 22Q: 3 clusters Score -7182968 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -7183242.000000 Penalty: 1064.473511
	Iteration 23Q: 3 clusters Score -7183242 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -7183466.000000 Penalty: 1064.473511
	Iteration 24Q: 3 clusters Score -7183466 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -7183698.500000 Penalty: 1064.473511
	Iteration 25Q: 3 clusters Score -7183698 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -7184049.500000 Penalty: 1064.473511
	Iteration 26Q: 3 clusters Score -7184050 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -7184359.500000 Penalty: 1064.473511
	Iteration 27Q: 3 clusters Score -7184360 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -7184691.500000 Penalty: 1064.473511
	Iteration 28Q: 3 clusters Score -7184692 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -7185107.000000 Penalty: 1064.473511
	Iteration 29Q: 3 clusters Score -7185107 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -7185481.000000 Penalty: 1064.473511
	Iteration 30Q: 3 clusters Score -7185481 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -7185854.000000 Penalty: 1064.473511
	Iteration 31Q: 3 clusters Score -7185854 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -7186256.500000 Penalty: 1064.473511
	Iteration 32Q: 3 clusters Score -7186256 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -7186719.000000 Penalty: 1064.473511
	Iteration 33Q: 3 clusters Score -7186719 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -7187217.000000 Penalty: 1064.473511
	Iteration 34Q: 3 clusters Score -7187217 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -7187691.000000 Penalty: 1064.473511
	Iteration 35Q: 3 clusters Score -7187691 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -7188130.500000 Penalty: 1064.473511
	Iteration 36Q: 3 clusters Score -7188130 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 106743 members 
Entering Unmasked Estep 
Score: -7188499.500000 Penalty: 1064.473511
	Iteration 37Q: 3 clusters Score -7188500 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -7188758.500000 Penalty: 1064.473511
	Iteration 38Q: 3 clusters Score -7188758 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -7189048.000000 Penalty: 1064.473511
	Iteration 39Q: 3 clusters Score -7189048 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 109930 members 
Entering Unmasked Estep 
Score: -7189334.000000 Penalty: 1064.473511
	Iteration 40F: 3 clusters Score -7189334 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -7189530.500000 Penalty: 1064.473511
	Iteration 41Q: 3 clusters Score -7189530 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -7189750.500000 Penalty: 1064.473511
	Iteration 42Q: 3 clusters Score -7189750 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -7189952.000000 Penalty: 1064.473511
	Iteration 43Q: 3 clusters Score -7189952 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -7190140.000000 Penalty: 1064.473511
	Iteration 44Q: 3 clusters Score -7190140 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -7190267.000000 Penalty: 1064.473511
	Iteration 45Q: 3 clusters Score -7190267 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -7190386.500000 Penalty: 1064.473511
	Iteration 46Q: 3 clusters Score -7190386 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -7190463.500000 Penalty: 1064.473511
	Iteration 47Q: 3 clusters Score -7190464 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 115161 members 
Entering Unmasked Estep 
Score: -7190542.500000 Penalty: 1064.473511
	Iteration 48Q: 3 clusters Score -7190542 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -7190614.000000 Penalty: 1064.473511
	Iteration 49Q: 3 clusters Score -7190614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -7190689.500000 Penalty: 1064.473511
	Iteration 50Q: 3 clusters Score -7190690 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -7190736.000000 Penalty: 1064.473511
	Iteration 51Q: 3 clusters Score -7190736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -7190755.000000 Penalty: 1064.473511
	Iteration 52Q: 3 clusters Score -7190755 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -7190769.000000 Penalty: 1064.473511
	Iteration 53Q: 3 clusters Score -7190769 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -7190793.000000 Penalty: 1064.473511
	Iteration 54Q: 3 clusters Score -7190793 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -7190817.000000 Penalty: 1064.473511
	Iteration 55Q: 3 clusters Score -7190817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -7190831.000000 Penalty: 1064.473511
	Iteration 56Q: 3 clusters Score -7190831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -7190827.500000 Penalty: 1064.473511
	Iteration 57Q: 3 clusters Score -7190828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -7190813.000000 Penalty: 1064.473511
	Iteration 58Q: 3 clusters Score -7190813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -7190821.500000 Penalty: 1064.473511
	Iteration 59Q: 3 clusters Score -7190822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -7190839.000000 Penalty: 1064.473511
	Iteration 60F: 3 clusters Score -7190839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -7190836.500000 Penalty: 1064.473511
	Iteration 61Q: 3 clusters Score -7190836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -7190845.500000 Penalty: 1064.473511
	Iteration 62Q: 3 clusters Score -7190846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -7190861.000000 Penalty: 1064.473511
	Iteration 63Q: 3 clusters Score -7190861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -7190871.500000 Penalty: 1064.473511
	Iteration 64Q: 3 clusters Score -7190872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -7190876.000000 Penalty: 1064.473511
	Iteration 65Q: 3 clusters Score -7190876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -7190873.500000 Penalty: 1064.473511
	Iteration 66Q: 3 clusters Score -7190874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -7190874.000000 Penalty: 1064.473511
	Iteration 67Q: 3 clusters Score -7190874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -7190875.500000 Penalty: 1064.473511
	Iteration 68Q: 3 clusters Score -7190876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 117785 members 
Entering Unmasked Estep 
Score: -7190891.000000 Penalty: 1064.473511
	Iteration 69Q: 3 clusters Score -7190891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -7190891.500000 Penalty: 1064.473511
	Iteration 70Q: 3 clusters Score -7190892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -7190896.500000 Penalty: 1064.473511
	Iteration 71Q: 3 clusters Score -7190896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -7190891.500000 Penalty: 1064.473511
	Iteration 72Q: 3 clusters Score -7190892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -7190896.500000 Penalty: 1064.473511
	Iteration 73Q: 3 clusters Score -7190896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -7190894.000000 Penalty: 1064.473511
	Iteration 74Q: 3 clusters Score -7190894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 117967 members 
Entering Unmasked Estep 
Score: -7190896.000000 Penalty: 1064.473511
	Iteration 75Q: 3 clusters Score -7190896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 118000 members 
Entering Unmasked Estep 
Score: -7190898.500000 Penalty: 1064.473511
	Iteration 76Q: 3 clusters Score -7190898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 118034 members 
Entering Unmasked Estep 
Score: -7190906.000000 Penalty: 1064.473511
	Iteration 77Q: 3 clusters Score -7190906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -7190931.000000 Penalty: 1064.473511
	Iteration 78Q: 3 clusters Score -7190931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -7190935.000000 Penalty: 1064.473511
	Iteration 79Q: 3 clusters Score -7190935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 118122 members 
Entering Unmasked Estep 
Score: -7190936.500000 Penalty: 1064.473511
	Iteration 80F: 3 clusters Score -7190936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 118142 members 
Entering Unmasked Estep 
Score: -7190951.500000 Penalty: 1064.473511
	Iteration 81Q: 3 clusters Score -7190952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -7190952.500000 Penalty: 1064.473511
	Iteration 82Q: 3 clusters Score -7190952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -7190952.500000 Penalty: 1064.473511
	Iteration 83Q: 3 clusters Score -7190952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -7190955.500000 Penalty: 1064.473511
	Iteration 84Q: 3 clusters Score -7190956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -7190961.500000 Penalty: 1064.473511
	Iteration 85Q: 3 clusters Score -7190962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 118198 members 
Entering Unmasked Estep 
Score: -7190961.000000 Penalty: 1064.473511
	Iteration 86Q: 3 clusters Score -7190961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -7190966.500000 Penalty: 1064.473511
	Iteration 87Q: 3 clusters Score -7190966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -7190966.500000 Penalty: 1064.473511
	Iteration 88Q: 3 clusters Score -7190966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 118208 members 
Entering Unmasked Estep 
Score: -7190966.000000 Penalty: 1064.473511
	Iteration 89Q: 3 clusters Score -7190966 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7190967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 118219 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7190966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7190957 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7190958 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 118242 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7190960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7190964 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7190966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 118250 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7190964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7190968 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7190965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -7190972.000000 Penalty: 1064.473511
	Iteration 100F: 3 clusters Score -7190972 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7190971 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7190972 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7190973 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7190968 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7190970 nChanged 4
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Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7190974 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7190970 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7190972 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7190974 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 118320 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7190973 nChanged 11
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7190972 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7190972 nChanged 11
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Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7190980 nChanged 8
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Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7190981 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7190981 nChanged 9
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7190980 nChanged 4
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Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 118344 members 
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Mstep: Class 2 contains 118343 members 
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	Iteration 119Q: 3 clusters Score -7190982 nChanged 3
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Mstep: Class 2 contains 118342 members 
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	Iteration 120F: 3 clusters Score -7190982 nChanged 6
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 118340 members 
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Mstep: Class 2 contains 118340 members 
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	Iteration 122Q: 3 clusters Score -7190983 nChanged 5
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Mstep: Class 2 contains 118339 members 
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	Iteration 123Q: 3 clusters Score -7190983 nChanged 4
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Mstep: Class 2 contains 118339 members 
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	Iteration 124Q: 3 clusters Score -7190990 nChanged 5
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7190988 nChanged 4
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	Iteration 126Q: 3 clusters Score -7190988 nChanged 2
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	Iteration 127Q: 3 clusters Score -7190987 nChanged 1
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	Iteration 128Q: 3 clusters Score -7190990 nChanged 2
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Mstep: Class 2 contains 118341 members 
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Mstep: Class 2 contains 118345 members 
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Mstep: Class 2 contains 118347 members 
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	Iteration 131Q: 3 clusters Score -7190994 nChanged 8
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Mstep: Class 2 contains 118345 members 
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Mstep: Class 2 contains 118350 members 
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 118356 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 118362 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7191008 nChanged 16
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 118368 members 
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	Iteration 136Q: 3 clusters Score -7191008 nChanged 12
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 118374 members 
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	Iteration 137Q: 3 clusters Score -7191007 nChanged 11
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Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 118381 members 
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	Iteration 138Q: 3 clusters Score -7191010 nChanged 11
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 118386 members 
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	Iteration 139Q: 3 clusters Score -7191008 nChanged 16
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 118396 members 
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	Iteration 140F: 3 clusters Score -7191009 nChanged 12
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Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 118400 members 
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Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 118405 members 
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Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 118408 members 
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Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 118413 members 
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	Iteration 146Q: 3 clusters Score -7191008 nChanged 4
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Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7191004 nChanged 6
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Mstep: Class 2 contains 118434 members 
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	Iteration 152Q: 3 clusters Score -7191006 nChanged 4
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	Iteration 159Q: 3 clusters Score -7191008 nChanged 6
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	Iteration 160F: 3 clusters Score -7191011 nChanged 10
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	Iteration 161Q: 3 clusters Score -7191014 nChanged 10
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Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -7191007.000000 Penalty: 1064.473511
	Iteration 182Q: 3 clusters Score -7191007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -7191010.000000 Penalty: 1064.473511
	Iteration 183Q: 3 clusters Score -7191010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -7191010.500000 Penalty: 1064.473511
	Iteration 184Q: 3 clusters Score -7191010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -7191015.000000 Penalty: 1064.473511
	Iteration 185Q: 3 clusters Score -7191015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -7191013.000000 Penalty: 1064.473511
	Iteration 186Q: 3 clusters Score -7191013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -7191014.000000 Penalty: 1064.473511
	Iteration 187Q: 3 clusters Score -7191014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -7191012.500000 Penalty: 1064.473511
	Iteration 188Q: 3 clusters Score -7191012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -7191011.000000 Penalty: 1064.473511
	Iteration 189Q: 3 clusters Score -7191011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -7191011.000000 Penalty: 1064.473511
	Iteration 190F: 3 clusters Score -7191011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52775.835938 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52775.84 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53018.566406 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53018.57 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53098.269531 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53098.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53149.238281 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53149.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53192.484375 Penalty: 616.350342
	Iteration 4F: 3 clusters Score -53192.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53213.398438 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53213.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53231.796875 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53242.984375 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53242.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53250.277344 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53250.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53255.195312 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53256.406250 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53256.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53257.843750 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53257.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53260.128906 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53260.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53262.449219 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53262.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53266.289062 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53266.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53268.328125 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53268.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53270.171875 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53270.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53271.617188 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53271.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53272.312500 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53272.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53273.265625 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -53273.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53274.710938 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -53274.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53274.964844 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -53274.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53274.964844 Penalty: 616.350342
	Iteration 22F: 3 clusters Score -53274.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -92588.703125 Penalty: 337.745178
	Iteration 0F: 2 clusters Score -92588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -91364.273438 Penalty: 675.490356
	Iteration 0F: 3 clusters Score -91364.27 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -91786.671875 Penalty: 675.490356
	Iteration 1F: 3 clusters Score -91786.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91878.906250 Penalty: 675.490356
	Iteration 2F: 3 clusters Score -91878.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -91957.914062 Penalty: 675.490356
	Iteration 3F: 3 clusters Score -91957.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -92019.992188 Penalty: 675.490356
	Iteration 4F: 3 clusters Score -92019.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -92062.093750 Penalty: 675.490356
	Iteration 5Q: 3 clusters Score -92062.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -92094.640625 Penalty: 675.490356
	Iteration 6Q: 3 clusters Score -92094.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -92129.179688 Penalty: 675.490356
	Iteration 7Q: 3 clusters Score -92129.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -92151.656250 Penalty: 675.490356
	Iteration 8Q: 3 clusters Score -92151.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92171.820312 Penalty: 675.490356
	Iteration 9Q: 3 clusters Score -92171.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92196.859375 Penalty: 675.490356
	Iteration 10Q: 3 clusters Score -92196.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -92219.078125 Penalty: 675.490356
	Iteration 11Q: 3 clusters Score -92219.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -92236.617188 Penalty: 675.490356
	Iteration 12Q: 3 clusters Score -92236.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -92249.710938 Penalty: 675.490356
	Iteration 13Q: 3 clusters Score -92249.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -92260.609375 Penalty: 675.490356
	Iteration 14Q: 3 clusters Score -92260.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92268.375000 Penalty: 675.490356
	Iteration 15Q: 3 clusters Score -92268.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -92277.218750 Penalty: 675.490356
	Iteration 16Q: 3 clusters Score -92277.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -92283.414062 Penalty: 675.490356
	Iteration 17Q: 3 clusters Score -92283.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -92286.203125 Penalty: 675.490356
	Iteration 18Q: 3 clusters Score -92286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92289.375000 Penalty: 675.490356
	Iteration 19Q: 3 clusters Score -92289.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -92291.640625 Penalty: 675.490356
	Iteration 20F: 3 clusters Score -92291.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92292.375000 Penalty: 675.490356
	Iteration 21Q: 3 clusters Score -92292.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -92293.421875 Penalty: 675.490356
	Iteration 22Q: 3 clusters Score -92293.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92294.453125 Penalty: 675.490356
	Iteration 23Q: 3 clusters Score -92294.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -92295.414062 Penalty: 675.490356
	Iteration 24Q: 3 clusters Score -92295.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -92297.148438 Penalty: 675.490356
	Iteration 25Q: 3 clusters Score -92297.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -92299.835938 Penalty: 675.490356
	Iteration 26Q: 3 clusters Score -92299.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -92300.625000 Penalty: 675.490356
	Iteration 27Q: 3 clusters Score -92300.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -92301.968750 Penalty: 675.490356
	Iteration 28Q: 3 clusters Score -92301.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -92302.867188 Penalty: 675.490356
	Iteration 29Q: 3 clusters Score -92302.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -92305.468750 Penalty: 675.490356
	Iteration 30Q: 3 clusters Score -92305.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92308.679688 Penalty: 675.490356
	Iteration 31Q: 3 clusters Score -92308.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -92309.890625 Penalty: 675.490356
	Iteration 32Q: 3 clusters Score -92309.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -92310.304688 Penalty: 675.490356
	Iteration 33Q: 3 clusters Score -92310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -92310.843750 Penalty: 675.490356
	Iteration 34Q: 3 clusters Score -92310.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -92311.117188 Penalty: 675.490356
	Iteration 35Q: 3 clusters Score -92311.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -92311.960938 Penalty: 675.490356
	Iteration 36Q: 3 clusters Score -92311.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -92313.164062 Penalty: 675.490356
	Iteration 37Q: 3 clusters Score -92313.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -92315.250000 Penalty: 675.490356
	Iteration 38Q: 3 clusters Score -92315.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -92320.617188 Penalty: 675.490356
	Iteration 39Q: 3 clusters Score -92320.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -92329.468750 Penalty: 675.490356
	Iteration 40F: 3 clusters Score -92329.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -92342.148438 Penalty: 675.490356
	Iteration 41Q: 3 clusters Score -92342.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -92353.101562 Penalty: 675.490356
	Iteration 42Q: 3 clusters Score -92353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -92367.382812 Penalty: 675.490356
	Iteration 43Q: 3 clusters Score -92367.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -92384.210938 Penalty: 675.490356
	Iteration 44Q: 3 clusters Score -92384.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -92391.414062 Penalty: 675.490356
	Iteration 45Q: 3 clusters Score -92391.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -92398.187500 Penalty: 675.490356
	Iteration 46Q: 3 clusters Score -92398.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -92407.554688 Penalty: 675.490356
	Iteration 47Q: 3 clusters Score -92407.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -92413.125000 Penalty: 675.490356
	Iteration 48Q: 3 clusters Score -92413.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -92417.984375 Penalty: 675.490356
	Iteration 49Q: 3 clusters Score -92417.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -92421.562500 Penalty: 675.490356
	Iteration 50Q: 3 clusters Score -92421.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -92425.296875 Penalty: 675.490356
	Iteration 51Q: 3 clusters Score -92425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -92426.937500 Penalty: 675.490356
	Iteration 52Q: 3 clusters Score -92426.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -92428.484375 Penalty: 675.490356
	Iteration 53Q: 3 clusters Score -92428.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -92430.125000 Penalty: 675.490356
	Iteration 54Q: 3 clusters Score -92430.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -92430.273438 Penalty: 675.490356
	Iteration 55Q: 3 clusters Score -92430.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -92430.492188 Penalty: 675.490356
	Iteration 56Q: 3 clusters Score -92430.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -92430.492188 Penalty: 675.490356
	Iteration 57F: 3 clusters Score -92430.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13888.357422 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13888.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14016.039062 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14016.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14047.231445 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14047.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14066.003906 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -14066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14072.485352 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14072.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14075.108398 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14075.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14078.246094 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14078.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14082.761719 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14082.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14084.261719 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -14084.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14087.155273 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -14087.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14087.155273 Penalty: 498.358154
	Iteration 10F: 3 clusters Score -14087.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140358 members 
Entering Unmasked Estep 
Score: -8413573.000000 Penalty: 539.263794
	Iteration 0F: 2 clusters Score -8413573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8323161.500000 Penalty: 1078.527588
	Iteration 0F: 3 clusters Score -8323162 nChanged 68648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -8365658.500000 Penalty: 1078.527588
	Iteration 1F: 3 clusters Score -8365658 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -8368402.500000 Penalty: 1078.527588
	Iteration 2Q: 3 clusters Score -8368402 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -8373335.000000 Penalty: 1078.527588
	Iteration 3F: 3 clusters Score -8373335 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -8381080.000000 Penalty: 1078.527588
	Iteration 4F: 3 clusters Score -8381080 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8390229.000000 Penalty: 1078.527588
	Iteration 5F: 3 clusters Score -8390229 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8397142.000000 Penalty: 1078.527588
	Iteration 6F: 3 clusters Score -8397142 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -8400648.000000 Penalty: 1078.527588
	Iteration 7F: 3 clusters Score -8400648 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -8403215.000000 Penalty: 1078.527588
	Iteration 8Q: 3 clusters Score -8403215 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8405207.000000 Penalty: 1078.527588
	Iteration 9Q: 3 clusters Score -8405207 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -8406684.000000 Penalty: 1078.527588
	Iteration 10Q: 3 clusters Score -8406684 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -8408169.000000 Penalty: 1078.527588
	Iteration 11Q: 3 clusters Score -8408169 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129441 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -8409448.000000 Penalty: 1078.527588
	Iteration 12Q: 3 clusters Score -8409448 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132033 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -8410489.000000 Penalty: 1078.527588
	Iteration 13Q: 3 clusters Score -8410489 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -8411349.000000 Penalty: 1078.527588
	Iteration 14Q: 3 clusters Score -8411349 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8411935.000000 Penalty: 1078.527588
	Iteration 15Q: 3 clusters Score -8411935 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136684 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8412312.000000 Penalty: 1078.527588
	Iteration 16Q: 3 clusters Score -8412312 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137495 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8412582.000000 Penalty: 1078.527588
	Iteration 17Q: 3 clusters Score -8412582 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8412794.000000 Penalty: 1078.527588
	Iteration 18Q: 3 clusters Score -8412794 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8412989.000000 Penalty: 1078.527588
	Iteration 19Q: 3 clusters Score -8412989 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8413111.000000 Penalty: 1078.527588
	Iteration 20F: 3 clusters Score -8413111 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8413126.000000 Penalty: 1078.527588
	Iteration 21Q: 3 clusters Score -8413126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8413162.000000 Penalty: 1078.527588
	Iteration 22Q: 3 clusters Score -8413162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8413166.000000 Penalty: 1078.527588
	Iteration 23Q: 3 clusters Score -8413166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139593 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8413194.000000 Penalty: 1078.527588
	Iteration 24Q: 3 clusters Score -8413194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139697 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8413201.000000 Penalty: 1078.527588
	Iteration 25Q: 3 clusters Score -8413201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8413184.000000 Penalty: 1078.527588
	Iteration 26Q: 3 clusters Score -8413184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8413197.000000 Penalty: 1078.527588
	Iteration 27Q: 3 clusters Score -8413197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139901 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8413195.000000 Penalty: 1078.527588
	Iteration 28Q: 3 clusters Score -8413195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8413199.000000 Penalty: 1078.527588
	Iteration 29Q: 3 clusters Score -8413199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8413202.000000 Penalty: 1078.527588
	Iteration 30Q: 3 clusters Score -8413202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139991 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8413192.000000 Penalty: 1078.527588
	Iteration 31Q: 3 clusters Score -8413192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8413201.000000 Penalty: 1078.527588
	Iteration 32Q: 3 clusters Score -8413201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8413202.000000 Penalty: 1078.527588
	Iteration 33Q: 3 clusters Score -8413202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8413202.000000 Penalty: 1078.527588
	Iteration 34Q: 3 clusters Score -8413202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8413209.000000 Penalty: 1078.527588
	Iteration 35Q: 3 clusters Score -8413209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8413212.000000 Penalty: 1078.527588
	Iteration 36Q: 3 clusters Score -8413212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140047 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8413203.000000 Penalty: 1078.527588
	Iteration 37Q: 3 clusters Score -8413203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8413203.000000 Penalty: 1078.527588
	Iteration 38Q: 3 clusters Score -8413203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8413208.000000 Penalty: 1078.527588
	Iteration 39Q: 3 clusters Score -8413208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140077 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8413211.000000 Penalty: 1078.527588
	Iteration 40F: 3 clusters Score -8413211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8413226.000000 Penalty: 1078.527588
	Iteration 41Q: 3 clusters Score -8413226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8413217.000000 Penalty: 1078.527588
	Iteration 42Q: 3 clusters Score -8413217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140112 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8413213.000000 Penalty: 1078.527588
	Iteration 43Q: 3 clusters Score -8413213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8413217.000000 Penalty: 1078.527588
	Iteration 44Q: 3 clusters Score -8413217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8413220.000000 Penalty: 1078.527588
	Iteration 45Q: 3 clusters Score -8413220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8413221.000000 Penalty: 1078.527588
	Iteration 46Q: 3 clusters Score -8413221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8413223.000000 Penalty: 1078.527588
	Iteration 47Q: 3 clusters Score -8413223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8413224.000000 Penalty: 1078.527588
	Iteration 48Q: 3 clusters Score -8413224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8413227.000000 Penalty: 1078.527588
	Iteration 49Q: 3 clusters Score -8413227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8413232.000000 Penalty: 1078.527588
	Iteration 50Q: 3 clusters Score -8413232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8413225.000000 Penalty: 1078.527588
	Iteration 51Q: 3 clusters Score -8413225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8413226.000000 Penalty: 1078.527588
	Iteration 52Q: 3 clusters Score -8413226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8413231.000000 Penalty: 1078.527588
	Iteration 53Q: 3 clusters Score -8413231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8413231.000000 Penalty: 1078.527588
	Iteration 54F: 3 clusters Score -8413231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -650099.562500 Penalty: 422.773987
	Iteration 0F: 2 clusters Score -650099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -642894.500000 Penalty: 845.547974
	Iteration 0F: 3 clusters Score -642894.5 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -645746.250000 Penalty: 845.547974
	Iteration 1F: 3 clusters Score -645746.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -646001.750000 Penalty: 845.547974
	Iteration 2F: 3 clusters Score -646001.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -646403.062500 Penalty: 845.547974
	Iteration 3F: 3 clusters Score -646403.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -646946.875000 Penalty: 845.547974
	Iteration 4F: 3 clusters Score -646946.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -647699.625000 Penalty: 845.547974
	Iteration 5F: 3 clusters Score -647699.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -648533.875000 Penalty: 845.547974
	Iteration 6F: 3 clusters Score -648533.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -649168.437500 Penalty: 845.547974
	Iteration 7F: 3 clusters Score -649168.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -649480.937500 Penalty: 845.547974
	Iteration 8Q: 3 clusters Score -649480.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -649609.750000 Penalty: 845.547974
	Iteration 9Q: 3 clusters Score -649609.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -649677.937500 Penalty: 845.547974
	Iteration 10Q: 3 clusters Score -649677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -649712.625000 Penalty: 845.547974
	Iteration 11Q: 3 clusters Score -649712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -649726.437500 Penalty: 845.547974
	Iteration 12Q: 3 clusters Score -649726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -649743.500000 Penalty: 845.547974
	Iteration 13Q: 3 clusters Score -649743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -649744.312500 Penalty: 845.547974
	Iteration 14Q: 3 clusters Score -649744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -649746.812500 Penalty: 845.547974
	Iteration 15Q: 3 clusters Score -649746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -649746.812500 Penalty: 845.547974
	Iteration 16F: 3 clusters Score -649746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Entering Unmasked Estep 
Score: -3324289.500000 Penalty: 496.740631
	Iteration 0F: 2 clusters Score -3324290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3287130.250000 Penalty: 993.481262
	Iteration 0F: 3 clusters Score -3287130 nChanged 26686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3304959.000000 Penalty: 993.481262
	Iteration 1F: 3 clusters Score -3304959 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -3307672.750000 Penalty: 993.481262
	Iteration 2F: 3 clusters Score -3307673 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -3312077.750000 Penalty: 993.481262
	Iteration 3F: 3 clusters Score -3312078 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -3317305.500000 Penalty: 993.481262
	Iteration 4F: 3 clusters Score -3317306 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -3321211.750000 Penalty: 993.481262
	Iteration 5F: 3 clusters Score -3321212 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -3322999.250000 Penalty: 993.481262
	Iteration 6Q: 3 clusters Score -3322999 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -3323636.000000 Penalty: 993.481262
	Iteration 7Q: 3 clusters Score -3323636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -3323814.250000 Penalty: 993.481262
	Iteration 8Q: 3 clusters Score -3323814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -3323856.000000 Penalty: 993.481262
	Iteration 9Q: 3 clusters Score -3323856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -3323886.500000 Penalty: 993.481262
	Iteration 10Q: 3 clusters Score -3323886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -3323927.500000 Penalty: 993.481262
	Iteration 11Q: 3 clusters Score -3323928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -3323950.250000 Penalty: 993.481262
	Iteration 12Q: 3 clusters Score -3323950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -3323955.750000 Penalty: 993.481262
	Iteration 13Q: 3 clusters Score -3323956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -3323962.750000 Penalty: 993.481262
	Iteration 14Q: 3 clusters Score -3323963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -3323964.000000 Penalty: 993.481262
	Iteration 15Q: 3 clusters Score -3323964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -3323964.000000 Penalty: 993.481262
	Iteration 16F: 3 clusters Score -3323964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8089.219238 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8089.219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8135.903809 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8135.904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8149.391602 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8149.392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8156.793457 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8156.793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8168.328125 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8168.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8172.098145 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8172.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8173.905273 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8173.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8175.115723 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8175.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8175.678711 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -8175.679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8175.678711 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -8175.679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6676.978516 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6676.979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6745.594238 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6745.594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6760.423828 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6760.424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6784.060059 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6784.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6804.160156 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6804.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6819.516113 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6819.516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6836.288086 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6836.288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6845.335449 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6845.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6856.642090 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6856.642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6859.454590 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6859.455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6859.454590 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -6859.455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -232402.265625 Penalty: 376.448425
	Iteration 0F: 2 clusters Score -232402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -229700.515625 Penalty: 752.896851
	Iteration 0F: 3 clusters Score -229700.5 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -230679.375000 Penalty: 752.896851
	Iteration 1F: 3 clusters Score -230679.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -230825.062500 Penalty: 752.896851
	Iteration 2F: 3 clusters Score -230825.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -231022.515625 Penalty: 752.896851
	Iteration 3F: 3 clusters Score -231022.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -231322.437500 Penalty: 752.896851
	Iteration 4F: 3 clusters Score -231322.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -231608.328125 Penalty: 752.896851
	Iteration 5F: 3 clusters Score -231608.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -231835.718750 Penalty: 752.896851
	Iteration 6F: 3 clusters Score -231835.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -231993.890625 Penalty: 752.896851
	Iteration 7F: 3 clusters Score -231993.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -232063.593750 Penalty: 752.896851
	Iteration 8Q: 3 clusters Score -232063.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -232100.921875 Penalty: 752.896851
	Iteration 9Q: 3 clusters Score -232100.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -232121.687500 Penalty: 752.896851
	Iteration 10Q: 3 clusters Score -232121.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -232137.343750 Penalty: 752.896851
	Iteration 11Q: 3 clusters Score -232137.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -232152.156250 Penalty: 752.896851
	Iteration 12Q: 3 clusters Score -232152.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -232159.968750 Penalty: 752.896851
	Iteration 13Q: 3 clusters Score -232160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -232164.109375 Penalty: 752.896851
	Iteration 14Q: 3 clusters Score -232164.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -232166.875000 Penalty: 752.896851
	Iteration 15Q: 3 clusters Score -232166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -232169.515625 Penalty: 752.896851
	Iteration 16Q: 3 clusters Score -232169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -232170.875000 Penalty: 752.896851
	Iteration 17Q: 3 clusters Score -232170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -232171.640625 Penalty: 752.896851
	Iteration 18Q: 3 clusters Score -232171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -232172.937500 Penalty: 752.896851
	Iteration 19Q: 3 clusters Score -232172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -232174.421875 Penalty: 752.896851
	Iteration 20F: 3 clusters Score -232174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -232174.984375 Penalty: 752.896851
	Iteration 21Q: 3 clusters Score -232175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -232175.406250 Penalty: 752.896851
	Iteration 22Q: 3 clusters Score -232175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -232176.000000 Penalty: 752.896851
	Iteration 23Q: 3 clusters Score -232176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -232176.984375 Penalty: 752.896851
	Iteration 24Q: 3 clusters Score -232177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -232179.203125 Penalty: 752.896851
	Iteration 25Q: 3 clusters Score -232179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -232180.859375 Penalty: 752.896851
	Iteration 26Q: 3 clusters Score -232180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -232182.328125 Penalty: 752.896851
	Iteration 27Q: 3 clusters Score -232182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -232183.812500 Penalty: 752.896851
	Iteration 28Q: 3 clusters Score -232183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -232185.000000 Penalty: 752.896851
	Iteration 29Q: 3 clusters Score -232185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -232185.218750 Penalty: 752.896851
	Iteration 30Q: 3 clusters Score -232185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -232186.093750 Penalty: 752.896851
	Iteration 31Q: 3 clusters Score -232186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -232187.046875 Penalty: 752.896851
	Iteration 32Q: 3 clusters Score -232187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -232188.593750 Penalty: 752.896851
	Iteration 33Q: 3 clusters Score -232188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -232189.562500 Penalty: 752.896851
	Iteration 34Q: 3 clusters Score -232189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -232190.156250 Penalty: 752.896851
	Iteration 35Q: 3 clusters Score -232190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -232190.671875 Penalty: 752.896851
	Iteration 36Q: 3 clusters Score -232190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -232190.937500 Penalty: 752.896851
	Iteration 37Q: 3 clusters Score -232190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -232190.656250 Penalty: 752.896851
	Iteration 38Q: 3 clusters Score -232190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -232190.687500 Penalty: 752.896851
	Iteration 39Q: 3 clusters Score -232190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -232191.000000 Penalty: 752.896851
	Iteration 40F: 3 clusters Score -232191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -232191.109375 Penalty: 752.896851
	Iteration 41Q: 3 clusters Score -232191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -232191.109375 Penalty: 752.896851
	Iteration 42F: 3 clusters Score -232191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Entering Unmasked Estep 
Score: -551627.687500 Penalty: 414.859283
	Iteration 0F: 2 clusters Score -551627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -545563.250000 Penalty: 829.718567
	Iteration 0F: 3 clusters Score -545563.2 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -547916.437500 Penalty: 829.718567
	Iteration 1F: 3 clusters Score -547916.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -548128.187500 Penalty: 829.718567
	Iteration 2F: 3 clusters Score -548128.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -548377.062500 Penalty: 829.718567
	Iteration 3F: 3 clusters Score -548377.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -548688.250000 Penalty: 829.718567
	Iteration 4F: 3 clusters Score -548688.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -549070.250000 Penalty: 829.718567
	Iteration 5F: 3 clusters Score -549070.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -549563.687500 Penalty: 829.718567
	Iteration 6F: 3 clusters Score -549563.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -550005.062500 Penalty: 829.718567
	Iteration 7F: 3 clusters Score -550005.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -550233.625000 Penalty: 829.718567
	Iteration 8Q: 3 clusters Score -550233.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -550338.750000 Penalty: 829.718567
	Iteration 9Q: 3 clusters Score -550338.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -550404.000000 Penalty: 829.718567
	Iteration 10Q: 3 clusters Score -550404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -550467.687500 Penalty: 829.718567
	Iteration 11Q: 3 clusters Score -550467.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -550533.000000 Penalty: 829.718567
	Iteration 12Q: 3 clusters Score -550533 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -550593.250000 Penalty: 829.718567
	Iteration 13Q: 3 clusters Score -550593.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -550635.562500 Penalty: 829.718567
	Iteration 14Q: 3 clusters Score -550635.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -550669.062500 Penalty: 829.718567
	Iteration 15Q: 3 clusters Score -550669.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -550709.312500 Penalty: 829.718567
	Iteration 16Q: 3 clusters Score -550709.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -550747.812500 Penalty: 829.718567
	Iteration 17Q: 3 clusters Score -550747.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -550782.375000 Penalty: 829.718567
	Iteration 18Q: 3 clusters Score -550782.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -550814.750000 Penalty: 829.718567
	Iteration 19Q: 3 clusters Score -550814.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -550836.750000 Penalty: 829.718567
	Iteration 20F: 3 clusters Score -550836.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -550854.062500 Penalty: 829.718567
	Iteration 21Q: 3 clusters Score -550854.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -550870.062500 Penalty: 829.718567
	Iteration 22Q: 3 clusters Score -550870.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -550883.125000 Penalty: 829.718567
	Iteration 23Q: 3 clusters Score -550883.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -550897.000000 Penalty: 829.718567
	Iteration 24Q: 3 clusters Score -550897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -550910.187500 Penalty: 829.718567
	Iteration 25Q: 3 clusters Score -550910.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -550926.125000 Penalty: 829.718567
	Iteration 26Q: 3 clusters Score -550926.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -550940.875000 Penalty: 829.718567
	Iteration 27Q: 3 clusters Score -550940.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -550957.500000 Penalty: 829.718567
	Iteration 28Q: 3 clusters Score -550957.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -550971.000000 Penalty: 829.718567
	Iteration 29Q: 3 clusters Score -550971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -550983.875000 Penalty: 829.718567
	Iteration 30Q: 3 clusters Score -550983.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -550992.125000 Penalty: 829.718567
	Iteration 31Q: 3 clusters Score -550992.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -551000.000000 Penalty: 829.718567
	Iteration 32Q: 3 clusters Score -551000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -551008.937500 Penalty: 829.718567
	Iteration 33Q: 3 clusters Score -551008.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -551018.937500 Penalty: 829.718567
	Iteration 34Q: 3 clusters Score -551018.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -551029.562500 Penalty: 829.718567
	Iteration 35Q: 3 clusters Score -551029.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -551036.375000 Penalty: 829.718567
	Iteration 36Q: 3 clusters Score -551036.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -551045.750000 Penalty: 829.718567
	Iteration 37Q: 3 clusters Score -551045.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -551054.625000 Penalty: 829.718567
	Iteration 38Q: 3 clusters Score -551054.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -551062.625000 Penalty: 829.718567
	Iteration 39Q: 3 clusters Score -551062.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -551074.187500 Penalty: 829.718567
	Iteration 40F: 3 clusters Score -551074.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -551085.437500 Penalty: 829.718567
	Iteration 41Q: 3 clusters Score -551085.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -551096.250000 Penalty: 829.718567
	Iteration 42Q: 3 clusters Score -551096.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -551107.562500 Penalty: 829.718567
	Iteration 43Q: 3 clusters Score -551107.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -551118.312500 Penalty: 829.718567
	Iteration 44Q: 3 clusters Score -551118.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -551128.812500 Penalty: 829.718567
	Iteration 45Q: 3 clusters Score -551128.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -551140.125000 Penalty: 829.718567
	Iteration 46Q: 3 clusters Score -551140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -551147.875000 Penalty: 829.718567
	Iteration 47Q: 3 clusters Score -551147.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -551153.250000 Penalty: 829.718567
	Iteration 48Q: 3 clusters Score -551153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -551157.312500 Penalty: 829.718567
	Iteration 49Q: 3 clusters Score -551157.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -551163.250000 Penalty: 829.718567
	Iteration 50Q: 3 clusters Score -551163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -551173.187500 Penalty: 829.718567
	Iteration 51Q: 3 clusters Score -551173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -551179.687500 Penalty: 829.718567
	Iteration 52Q: 3 clusters Score -551179.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -551186.250000 Penalty: 829.718567
	Iteration 53Q: 3 clusters Score -551186.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -551193.750000 Penalty: 829.718567
	Iteration 54Q: 3 clusters Score -551193.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -551202.500000 Penalty: 829.718567
	Iteration 55Q: 3 clusters Score -551202.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -551207.937500 Penalty: 829.718567
	Iteration 56Q: 3 clusters Score -551207.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -551218.937500 Penalty: 829.718567
	Iteration 57Q: 3 clusters Score -551218.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -551224.375000 Penalty: 829.718567
	Iteration 58Q: 3 clusters Score -551224.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -551234.937500 Penalty: 829.718567
	Iteration 59Q: 3 clusters Score -551234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -551242.625000 Penalty: 829.718567
	Iteration 60F: 3 clusters Score -551242.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -551253.312500 Penalty: 829.718567
	Iteration 61Q: 3 clusters Score -551253.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -551256.812500 Penalty: 829.718567
	Iteration 62Q: 3 clusters Score -551256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -551259.937500 Penalty: 829.718567
	Iteration 63Q: 3 clusters Score -551259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -551261.375000 Penalty: 829.718567
	Iteration 64Q: 3 clusters Score -551261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -551261.937500 Penalty: 829.718567
	Iteration 65Q: 3 clusters Score -551261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -551262.750000 Penalty: 829.718567
	Iteration 66Q: 3 clusters Score -551262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -551264.625000 Penalty: 829.718567
	Iteration 67Q: 3 clusters Score -551264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -551265.750000 Penalty: 829.718567
	Iteration 68Q: 3 clusters Score -551265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -551268.312500 Penalty: 829.718567
	Iteration 69Q: 3 clusters Score -551268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -551268.625000 Penalty: 829.718567
	Iteration 70Q: 3 clusters Score -551268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -551268.437500 Penalty: 829.718567
	Iteration 71Q: 3 clusters Score -551268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -551268.750000 Penalty: 829.718567
	Iteration 72Q: 3 clusters Score -551268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -551269.625000 Penalty: 829.718567
	Iteration 73Q: 3 clusters Score -551269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -551269.937500 Penalty: 829.718567
	Iteration 74Q: 3 clusters Score -551269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -551270.062500 Penalty: 829.718567
	Iteration 75Q: 3 clusters Score -551270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -551270.312500 Penalty: 829.718567
	Iteration 76Q: 3 clusters Score -551270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -551271.000000 Penalty: 829.718567
	Iteration 77Q: 3 clusters Score -551271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -551271.000000 Penalty: 829.718567
	Iteration 78F: 3 clusters Score -551271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16253.202148 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16253.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16314.020508 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16314.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16342.673828 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16342.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16360.314453 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -16360.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16382.634766 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16382.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16416.937500 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16416.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16427.439453 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16427.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16432.218750 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16432.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16437.451172 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16437.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16440.339844 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16440.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16441.560547 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -16441.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16441.720703 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -16441.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16441.720703 Penalty: 516.584595
	Iteration 12F: 3 clusters Score -16441.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -134955.000000 Penalty: 357.409637
	Iteration 0F: 2 clusters Score -134955 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 1297 members 
Entering Unmasked Estep 
Score: -133075.843750 Penalty: 714.819275
	Iteration 0F: 3 clusters Score -133075.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -133749.625000 Penalty: 714.819275
	Iteration 1F: 3 clusters Score -133749.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -133919.437500 Penalty: 714.819275
	Iteration 2F: 3 clusters Score -133919.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -134095.671875 Penalty: 714.819275
	Iteration 3F: 3 clusters Score -134095.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -134200.656250 Penalty: 714.819275
	Iteration 4F: 3 clusters Score -134200.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -134275.625000 Penalty: 714.819275
	Iteration 5Q: 3 clusters Score -134275.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -134327.734375 Penalty: 714.819275
	Iteration 6Q: 3 clusters Score -134327.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -134389.968750 Penalty: 714.819275
	Iteration 7Q: 3 clusters Score -134390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -134462.796875 Penalty: 714.819275
	Iteration 8Q: 3 clusters Score -134462.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -134534.171875 Penalty: 714.819275
	Iteration 9Q: 3 clusters Score -134534.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134585.437500 Penalty: 714.819275
	Iteration 10Q: 3 clusters Score -134585.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -134618.125000 Penalty: 714.819275
	Iteration 11Q: 3 clusters Score -134618.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -134628.515625 Penalty: 714.819275
	Iteration 12Q: 3 clusters Score -134628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -134634.953125 Penalty: 714.819275
	Iteration 13Q: 3 clusters Score -134635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -134641.750000 Penalty: 714.819275
	Iteration 14Q: 3 clusters Score -134641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -134646.140625 Penalty: 714.819275
	Iteration 15Q: 3 clusters Score -134646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -134650.421875 Penalty: 714.819275
	Iteration 16Q: 3 clusters Score -134650.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -134653.140625 Penalty: 714.819275
	Iteration 17Q: 3 clusters Score -134653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -134656.890625 Penalty: 714.819275
	Iteration 18Q: 3 clusters Score -134656.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -134661.234375 Penalty: 714.819275
	Iteration 19Q: 3 clusters Score -134661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -134662.000000 Penalty: 714.819275
	Iteration 20F: 3 clusters Score -134662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -134662.437500 Penalty: 714.819275
	Iteration 21Q: 3 clusters Score -134662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -134663.421875 Penalty: 714.819275
	Iteration 22Q: 3 clusters Score -134663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -134664.437500 Penalty: 714.819275
	Iteration 23Q: 3 clusters Score -134664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -134665.781250 Penalty: 714.819275
	Iteration 24Q: 3 clusters Score -134665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -134667.000000 Penalty: 714.819275
	Iteration 25Q: 3 clusters Score -134667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -134669.515625 Penalty: 714.819275
	Iteration 26Q: 3 clusters Score -134669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -134672.250000 Penalty: 714.819275
	Iteration 27Q: 3 clusters Score -134672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -134677.000000 Penalty: 714.819275
	Iteration 28Q: 3 clusters Score -134677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -134682.703125 Penalty: 714.819275
	Iteration 29Q: 3 clusters Score -134682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -134687.843750 Penalty: 714.819275
	Iteration 30Q: 3 clusters Score -134687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -134694.125000 Penalty: 714.819275
	Iteration 31Q: 3 clusters Score -134694.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -134698.671875 Penalty: 714.819275
	Iteration 32Q: 3 clusters Score -134698.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -134702.359375 Penalty: 714.819275
	Iteration 33Q: 3 clusters Score -134702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -134706.140625 Penalty: 714.819275
	Iteration 34Q: 3 clusters Score -134706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -134710.578125 Penalty: 714.819275
	Iteration 35Q: 3 clusters Score -134710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -134713.343750 Penalty: 714.819275
	Iteration 36Q: 3 clusters Score -134713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -134717.906250 Penalty: 714.819275
	Iteration 37Q: 3 clusters Score -134717.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -134722.875000 Penalty: 714.819275
	Iteration 38Q: 3 clusters Score -134722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -134726.765625 Penalty: 714.819275
	Iteration 39Q: 3 clusters Score -134726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -134734.250000 Penalty: 714.819275
	Iteration 40F: 3 clusters Score -134734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134740.468750 Penalty: 714.819275
	Iteration 41Q: 3 clusters Score -134740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134742.281250 Penalty: 714.819275
	Iteration 42Q: 3 clusters Score -134742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -134744.515625 Penalty: 714.819275
	Iteration 43Q: 3 clusters Score -134744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -134746.828125 Penalty: 714.819275
	Iteration 44Q: 3 clusters Score -134746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -134749.921875 Penalty: 714.819275
	Iteration 45Q: 3 clusters Score -134749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -134752.843750 Penalty: 714.819275
	Iteration 46Q: 3 clusters Score -134752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -134756.546875 Penalty: 714.819275
	Iteration 47Q: 3 clusters Score -134756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -134758.484375 Penalty: 714.819275
	Iteration 48Q: 3 clusters Score -134758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -134760.296875 Penalty: 714.819275
	Iteration 49Q: 3 clusters Score -134760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -134760.890625 Penalty: 714.819275
	Iteration 50Q: 3 clusters Score -134760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -134761.765625 Penalty: 714.819275
	Iteration 51Q: 3 clusters Score -134761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -134763.468750 Penalty: 714.819275
	Iteration 52Q: 3 clusters Score -134763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -134765.515625 Penalty: 714.819275
	Iteration 53Q: 3 clusters Score -134765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -134766.859375 Penalty: 714.819275
	Iteration 54Q: 3 clusters Score -134766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -134767.671875 Penalty: 714.819275
	Iteration 55Q: 3 clusters Score -134767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -134768.328125 Penalty: 714.819275
	Iteration 56Q: 3 clusters Score -134768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -134769.125000 Penalty: 714.819275
	Iteration 57Q: 3 clusters Score -134769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -134770.234375 Penalty: 714.819275
	Iteration 58Q: 3 clusters Score -134770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -134771.343750 Penalty: 714.819275
	Iteration 59Q: 3 clusters Score -134771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -134771.484375 Penalty: 714.819275
	Iteration 60F: 3 clusters Score -134771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -134771.687500 Penalty: 714.819275
	Iteration 61Q: 3 clusters Score -134771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -134771.890625 Penalty: 714.819275
	Iteration 62Q: 3 clusters Score -134771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -134771.890625 Penalty: 714.819275
	Iteration 63F: 3 clusters Score -134771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -179490.578125 Penalty: 365.146118
	Iteration 0F: 2 clusters Score -179490.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -177352.937500 Penalty: 730.292236
	Iteration 0F: 3 clusters Score -177352.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -178170.093750 Penalty: 730.292236
	Iteration 1F: 3 clusters Score -178170.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -178356.437500 Penalty: 730.292236
	Iteration 2F: 3 clusters Score -178356.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -178539.140625 Penalty: 730.292236
	Iteration 3F: 3 clusters Score -178539.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -178746.781250 Penalty: 730.292236
	Iteration 4F: 3 clusters Score -178746.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -178936.609375 Penalty: 730.292236
	Iteration 5F: 3 clusters Score -178936.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -179074.578125 Penalty: 730.292236
	Iteration 6F: 3 clusters Score -179074.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179142.078125 Penalty: 730.292236
	Iteration 7Q: 3 clusters Score -179142.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179194.453125 Penalty: 730.292236
	Iteration 8Q: 3 clusters Score -179194.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179234.312500 Penalty: 730.292236
	Iteration 9Q: 3 clusters Score -179234.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179272.437500 Penalty: 730.292236
	Iteration 10Q: 3 clusters Score -179272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -179290.781250 Penalty: 730.292236
	Iteration 11Q: 3 clusters Score -179290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179298.812500 Penalty: 730.292236
	Iteration 12Q: 3 clusters Score -179298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179302.968750 Penalty: 730.292236
	Iteration 13Q: 3 clusters Score -179303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179306.000000 Penalty: 730.292236
	Iteration 14Q: 3 clusters Score -179306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179306.906250 Penalty: 730.292236
	Iteration 15Q: 3 clusters Score -179306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179307.031250 Penalty: 730.292236
	Iteration 16Q: 3 clusters Score -179307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179307.656250 Penalty: 730.292236
	Iteration 17Q: 3 clusters Score -179307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179308.078125 Penalty: 730.292236
	Iteration 18Q: 3 clusters Score -179308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179308.406250 Penalty: 730.292236
	Iteration 19Q: 3 clusters Score -179308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179308.406250 Penalty: 730.292236
	Iteration 20F: 3 clusters Score -179308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -11251.133789 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -11251.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10953.010742 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -10953.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11080.968750 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11080.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11105.752930 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11105.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11108.093750 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11108.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11108.347656 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11108.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11108.347656 Penalty: 487.877594
	Iteration 5F: 3 clusters Score -11108.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 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: -34029.792969 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34029.79 nChanged 207
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: -34170.226562 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34170.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34206.980469 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34206.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34237.562500 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34237.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34259.648438 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34259.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34293.652344 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34293.65 nChanged 37
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: -34351.835938 Penalty: 579.035522
	Iteration 6F: 3 clusters Score -34351.84 nChanged 28
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: -34397.136719 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34397.14 nChanged 30
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: -34444.437500 Penalty: 579.035522
	Iteration 8F: 3 clusters Score -34444.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34502.937500 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34502.94 nChanged 15
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: -34531.601562 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34531.6 nChanged 11
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: -34551.734375 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34551.73 nChanged 7
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: -34557.351562 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34557.35 nChanged 4
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: -34561.097656 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34561.1 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: -34563.496094 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34568.964844 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -34568.96 nChanged 4
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: -34573.902344 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -34573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34575.074219 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -34575.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34576.800781 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -34576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34576.800781 Penalty: 579.035522
	Iteration 19F: 3 clusters Score -34576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 142 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209372.000000 Penalty: 50977.972656
Splitting cluster 30 changes total score from -58209772.000000 to -58209372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4885.893066 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4885.893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4976.979980 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4976.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5000.469727 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -5000.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5021.250977 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -5021.251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5041.482910 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -5041.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5044.830566 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -5044.831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5044.830566 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -5044.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -35178.386719 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -35178.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34653.312500 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -34653.31 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34836.363281 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -34836.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34886.378906 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -34886.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34911.015625 Penalty: 579.816711
	Iteration 3F: 3 clusters Score -34911.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34940.703125 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -34940.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34974.097656 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -34974.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35027.140625 Penalty: 579.816711
	Iteration 6F: 3 clusters Score -35027.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35065.046875 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -35065.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35100.632812 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -35100.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35132.207031 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -35132.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35149.781250 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -35149.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35158.296875 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -35158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35180.101562 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -35180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35189.546875 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -35189.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35194.296875 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -35194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35196.421875 Penalty: 579.816711
	Iteration 15Q: 3 clusters Score -35196.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35200.710938 Penalty: 579.816711
	Iteration 16Q: 3 clusters Score -35200.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35204.386719 Penalty: 579.816711
	Iteration 17Q: 3 clusters Score -35204.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35205.031250 Penalty: 579.816711
	Iteration 18Q: 3 clusters Score -35205.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35206.128906 Penalty: 579.816711
	Iteration 19Q: 3 clusters Score -35206.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35207.843750 Penalty: 579.816711
	Iteration 20F: 3 clusters Score -35207.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35211.355469 Penalty: 579.816711
	Iteration 21Q: 3 clusters Score -35211.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35211.691406 Penalty: 579.816711
	Iteration 22Q: 3 clusters Score -35211.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35214.574219 Penalty: 579.816711
	Iteration 23Q: 3 clusters Score -35214.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35216.355469 Penalty: 579.816711
	Iteration 24Q: 3 clusters Score -35216.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35223.035156 Penalty: 579.816711
	Iteration 25Q: 3 clusters Score -35223.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35226.960938 Penalty: 579.816711
	Iteration 26Q: 3 clusters Score -35226.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35228.773438 Penalty: 579.816711
	Iteration 27Q: 3 clusters Score -35228.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35230.933594 Penalty: 579.816711
	Iteration 28Q: 3 clusters Score -35230.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35231.656250 Penalty: 579.816711
	Iteration 29Q: 3 clusters Score -35231.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35231.656250 Penalty: 579.816711
	Iteration 30F: 3 clusters Score -35231.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 298 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209404.000000 Penalty: 50977.972656
Splitting cluster 32 changes total score from -58209772.000000 to -58209404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48903.449219 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48903.45 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49068.898438 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49068.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49147.183594 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49147.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49225.894531 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49225.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49289.898438 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49289.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49359.210938 Penalty: 605.762085
	Iteration 5F: 3 clusters Score -49359.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49410.500000 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49410.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -49449.191406 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49449.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49477.160156 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49477.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49496.882812 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49496.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49522.000000 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49554.546875 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49554.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49571.996094 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49581.492188 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49581.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49582.242188 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49582.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49582.542969 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -49582.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49582.542969 Penalty: 605.762085
	Iteration 16F: 3 clusters Score -49582.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 427 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 351 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209348.000000 Penalty: 50977.972656
Splitting cluster 33 changes total score from -58209772.000000 to -58209348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -355304.281250 Penalty: 396.130249
	Iteration 0F: 2 clusters Score -355304.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -351211.500000 Penalty: 792.260498
	Iteration 0F: 3 clusters Score -351211.5 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -352759.593750 Penalty: 792.260498
	Iteration 1F: 3 clusters Score -352759.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -352902.843750 Penalty: 792.260498
	Iteration 2F: 3 clusters Score -352902.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -353065.312500 Penalty: 792.260498
	Iteration 3F: 3 clusters Score -353065.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -353323.750000 Penalty: 792.260498
	Iteration 4F: 3 clusters Score -353323.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -353656.625000 Penalty: 792.260498
	Iteration 5F: 3 clusters Score -353656.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354006.375000 Penalty: 792.260498
	Iteration 6F: 3 clusters Score -354006.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -354310.250000 Penalty: 792.260498
	Iteration 7F: 3 clusters Score -354310.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -354504.437500 Penalty: 792.260498
	Iteration 8Q: 3 clusters Score -354504.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -354634.406250 Penalty: 792.260498
	Iteration 9Q: 3 clusters Score -354634.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -354719.750000 Penalty: 792.260498
	Iteration 10Q: 3 clusters Score -354719.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -354788.062500 Penalty: 792.260498
	Iteration 11Q: 3 clusters Score -354788.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -354855.187500 Penalty: 792.260498
	Iteration 12Q: 3 clusters Score -354855.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -354904.812500 Penalty: 792.260498
	Iteration 13Q: 3 clusters Score -354904.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -354949.656250 Penalty: 792.260498
	Iteration 14Q: 3 clusters Score -354949.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -354979.781250 Penalty: 792.260498
	Iteration 15Q: 3 clusters Score -354979.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -354997.062500 Penalty: 792.260498
	Iteration 16Q: 3 clusters Score -354997.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -355005.500000 Penalty: 792.260498
	Iteration 17Q: 3 clusters Score -355005.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -355016.625000 Penalty: 792.260498
	Iteration 18Q: 3 clusters Score -355016.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -355022.250000 Penalty: 792.260498
	Iteration 19Q: 3 clusters Score -355022.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -355031.656250 Penalty: 792.260498
	Iteration 20F: 3 clusters Score -355031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -355038.156250 Penalty: 792.260498
	Iteration 21Q: 3 clusters Score -355038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -355041.531250 Penalty: 792.260498
	Iteration 22Q: 3 clusters Score -355041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -355044.812500 Penalty: 792.260498
	Iteration 23Q: 3 clusters Score -355044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -355049.187500 Penalty: 792.260498
	Iteration 24Q: 3 clusters Score -355049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -355050.125000 Penalty: 792.260498
	Iteration 25Q: 3 clusters Score -355050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -355052.093750 Penalty: 792.260498
	Iteration 26Q: 3 clusters Score -355052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -355054.187500 Penalty: 792.260498
	Iteration 27Q: 3 clusters Score -355054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -355055.937500 Penalty: 792.260498
	Iteration 28Q: 3 clusters Score -355055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -355057.062500 Penalty: 792.260498
	Iteration 29Q: 3 clusters Score -355057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -355057.125000 Penalty: 792.260498
	Iteration 30Q: 3 clusters Score -355057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -355058.812500 Penalty: 792.260498
	Iteration 31Q: 3 clusters Score -355058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -355059.937500 Penalty: 792.260498
	Iteration 32Q: 3 clusters Score -355059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -355061.125000 Penalty: 792.260498
	Iteration 33Q: 3 clusters Score -355061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -355062.843750 Penalty: 792.260498
	Iteration 34Q: 3 clusters Score -355062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -355063.500000 Penalty: 792.260498
	Iteration 35Q: 3 clusters Score -355063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -355064.968750 Penalty: 792.260498
	Iteration 36Q: 3 clusters Score -355065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -355066.656250 Penalty: 792.260498
	Iteration 37Q: 3 clusters Score -355066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -355068.687500 Penalty: 792.260498
	Iteration 38Q: 3 clusters Score -355068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -355071.656250 Penalty: 792.260498
	Iteration 39Q: 3 clusters Score -355071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -355073.375000 Penalty: 792.260498
	Iteration 40F: 3 clusters Score -355073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -355075.093750 Penalty: 792.260498
	Iteration 41Q: 3 clusters Score -355075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -355075.687500 Penalty: 792.260498
	Iteration 42Q: 3 clusters Score -355075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -355077.218750 Penalty: 792.260498
	Iteration 43Q: 3 clusters Score -355077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -355078.750000 Penalty: 792.260498
	Iteration 44Q: 3 clusters Score -355078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -355081.312500 Penalty: 792.260498
	Iteration 45Q: 3 clusters Score -355081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -355082.468750 Penalty: 792.260498
	Iteration 46Q: 3 clusters Score -355082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -355084.187500 Penalty: 792.260498
	Iteration 47Q: 3 clusters Score -355084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -355086.156250 Penalty: 792.260498
	Iteration 48Q: 3 clusters Score -355086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -355086.500000 Penalty: 792.260498
	Iteration 49Q: 3 clusters Score -355086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -355086.375000 Penalty: 792.260498
	Iteration 50Q: 3 clusters Score -355086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -355089.187500 Penalty: 792.260498
	Iteration 51Q: 3 clusters Score -355089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -355091.937500 Penalty: 792.260498
	Iteration 52Q: 3 clusters Score -355091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -355096.000000 Penalty: 792.260498
	Iteration 53Q: 3 clusters Score -355096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -355099.312500 Penalty: 792.260498
	Iteration 54Q: 3 clusters Score -355099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -355103.000000 Penalty: 792.260498
	Iteration 55Q: 3 clusters Score -355103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -355107.625000 Penalty: 792.260498
	Iteration 56Q: 3 clusters Score -355107.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -355115.531250 Penalty: 792.260498
	Iteration 57Q: 3 clusters Score -355115.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -355121.812500 Penalty: 792.260498
	Iteration 58Q: 3 clusters Score -355121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -355133.937500 Penalty: 792.260498
	Iteration 59Q: 3 clusters Score -355133.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -355148.437500 Penalty: 792.260498
	Iteration 60F: 3 clusters Score -355148.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -355153.687500 Penalty: 792.260498
	Iteration 61Q: 3 clusters Score -355153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -355154.875000 Penalty: 792.260498
	Iteration 62Q: 3 clusters Score -355154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -355154.781250 Penalty: 792.260498
	Iteration 63Q: 3 clusters Score -355154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -355154.468750 Penalty: 792.260498
	Iteration 64Q: 3 clusters Score -355154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -355154.468750 Penalty: 792.260498
	Iteration 65F: 3 clusters Score -355154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 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 427 members 
Entering Unmasked Estep 
Score: -50360.953125 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50360.95 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50557.292969 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50557.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50621.375000 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50621.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50668.398438 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50668.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50704.214844 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -50704.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50723.066406 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50723.07 nChanged 24
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: -50735.566406 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50735.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50751.687500 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50751.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50773.601562 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50784.964844 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50784.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50793.511719 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50793.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50800.355469 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50800.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50803.773438 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50803.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50807.691406 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50807.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50809.609375 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50809.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50810.214844 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50810.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50810.601562 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50810.601562 Penalty: 615.303101
	Iteration 17F: 3 clusters Score -50810.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13323.696289 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13323.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13435.915039 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13435.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13471.095703 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13495.544922 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -13495.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13515.181641 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13515.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13517.017578 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13517.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13518.758789 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13518.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13520.412109 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13520.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13522.011719 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13522.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13522.011719 Penalty: 491.643646
	Iteration 9F: 3 clusters Score -13522.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -13646.484375 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -13646.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13308.640625 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -13308.64 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13406.601562 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -13406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13444.453125 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -13444.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13478.240234 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -13478.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13502.553711 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -13502.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13512.900391 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -13512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13525.656250 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -13525.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13542.990234 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -13542.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13548.367188 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -13548.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13551.535156 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -13551.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13551.535156 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -13551.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -11752.750000 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -11752.75 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 111 members 
Entering Unmasked Estep 
Score: -11459.802734 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -11459.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11566.865234 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -11566.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11597.838867 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -11597.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11623.194336 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -11623.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11635.304688 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -11635.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11660.389648 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -11660.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11670.056641 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -11670.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11680.133789 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -11680.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11694.009766 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -11694.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11720.809570 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -11720.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11779.877930 Penalty: 501.722015
	Iteration 10F: 3 clusters Score -11779.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11844.493164 Penalty: 501.722015
	Iteration 11F: 3 clusters Score -11844.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11896.360352 Penalty: 501.722015
	Iteration 12F: 3 clusters Score -11896.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11932.309570 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -11932.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11968.709961 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -11968.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12033.456055 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -12033.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12064.704102 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -12064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12069.072266 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -12069.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12069.592773 Penalty: 501.722015
	Iteration 18Q: 3 clusters Score -12069.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12071.124023 Penalty: 501.722015
	Iteration 19F: 3 clusters Score -12071.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12074.922852 Penalty: 501.722015
	Iteration 20F: 3 clusters Score -12074.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 87 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 161 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209624.000000 Penalty: 50977.972656
Splitting cluster 38 changes total score from -58209772.000000 to -58209624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10403.850586 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10403.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10488.112305 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10488.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10509.477539 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10509.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10526.099609 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -10526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10556.281250 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10556.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10576.057617 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10576.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10584.693359 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10584.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10595.574219 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10595.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10611.111328 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10611.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10616.155273 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10616.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10617.466797 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10617.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10617.466797 Penalty: 477.479187
	Iteration 11F: 3 clusters Score -10617.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -41284.324219 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -41284.32 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 370 members 
Entering Unmasked Estep 
Score: -40659.671875 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -40659.67 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40809.765625 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -40809.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40834.519531 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -40834.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40853.496094 Penalty: 598.204895
	Iteration 3Q: 3 clusters Score -40853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40863.660156 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -40863.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40868.917969 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -40868.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40875.996094 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -40876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40879.812500 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -40879.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40884.636719 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -40884.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40886.777344 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -40886.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40887.753906 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -40887.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40889.886719 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -40889.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40892.707031 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -40892.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40895.316406 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -40895.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40895.781250 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -40895.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40896.351562 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -40896.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40898.902344 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -40898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40904.804688 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -40904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40911.132812 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -40911.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40914.367188 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -40914.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40919.273438 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -40919.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40923.089844 Penalty: 598.204895
	Iteration 21Q: 3 clusters Score -40923.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40925.363281 Penalty: 598.204895
	Iteration 22Q: 3 clusters Score -40925.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40926.089844 Penalty: 598.204895
	Iteration 23Q: 3 clusters Score -40926.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40928.312500 Penalty: 598.204895
	Iteration 24Q: 3 clusters Score -40928.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40929.785156 Penalty: 598.204895
	Iteration 25Q: 3 clusters Score -40929.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40930.511719 Penalty: 598.204895
	Iteration 26Q: 3 clusters Score -40930.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40931.777344 Penalty: 598.204895
	Iteration 27Q: 3 clusters Score -40931.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40934.375000 Penalty: 598.204895
	Iteration 28Q: 3 clusters Score -40934.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40937.707031 Penalty: 598.204895
	Iteration 29Q: 3 clusters Score -40937.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40940.839844 Penalty: 598.204895
	Iteration 30Q: 3 clusters Score -40940.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40943.179688 Penalty: 598.204895
	Iteration 31Q: 3 clusters Score -40943.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40945.085938 Penalty: 598.204895
	Iteration 32Q: 3 clusters Score -40945.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40947.613281 Penalty: 598.204895
	Iteration 33Q: 3 clusters Score -40947.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40950.804688 Penalty: 598.204895
	Iteration 34Q: 3 clusters Score -40950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40953.593750 Penalty: 598.204895
	Iteration 35Q: 3 clusters Score -40953.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40955.796875 Penalty: 598.204895
	Iteration 36Q: 3 clusters Score -40955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40957.554688 Penalty: 598.204895
	Iteration 37Q: 3 clusters Score -40957.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40960.296875 Penalty: 598.204895
	Iteration 38Q: 3 clusters Score -40960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40962.394531 Penalty: 598.204895
	Iteration 39Q: 3 clusters Score -40962.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40962.394531 Penalty: 598.204895
	Iteration 40F: 3 clusters Score -40962.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10039.722656 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10039.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10120.829102 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10120.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10186.506836 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10186.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10236.868164 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -10236.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10287.686523 Penalty: 473.063202
	Iteration 4F: 3 clusters Score -10287.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10346.987305 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10346.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10385.618164 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10385.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10395.949219 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10395.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10432.687500 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -10432.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10455.251953 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -10455.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10461.607422 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -10461.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10479.687500 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -10479.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10479.687500 Penalty: 473.063202
	Iteration 12F: 3 clusters Score -10479.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 74 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 107 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209500.000000 Penalty: 50977.972656
Splitting cluster 41 changes total score from -58209772.000000 to -58209500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35085.437500 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35085.44 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35330.339844 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35330.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35434.003906 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35495.476562 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35495.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35559.027344 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35559.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35624.816406 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35624.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35648.480469 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35648.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35657.460938 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35657.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35666.000000 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35671.007812 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35671.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35671.507812 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35671.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35671.507812 Penalty: 581.511902
	Iteration 11F: 3 clusters Score -35671.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 146 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209396.000000 Penalty: 50977.972656
Splitting cluster 42 changes total score from -58209772.000000 to -58209396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9429.786133 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9429.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9168.341797 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9168.342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9256.254883 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9256.255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9316.431641 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9316.432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9363.116211 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9363.116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9387.710938 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9387.711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9396.716797 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9396.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9402.942383 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9402.942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9413.084961 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9413.085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9419.477539 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9419.478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9419.477539 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -9419.478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10454.462891 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10454.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10501.962891 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10501.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10525.648438 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10525.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10532.573242 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10532.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10541.421875 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10541.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10547.893555 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10547.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10552.654297 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10552.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10553.484375 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -10553.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10555.543945 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -10555.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10557.701172 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -10557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10560.899414 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -10560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10570.305664 Penalty: 472.559082
	Iteration 11Q: 3 clusters Score -10570.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10580.962891 Penalty: 472.559082
	Iteration 12Q: 3 clusters Score -10580.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10583.152344 Penalty: 472.559082
	Iteration 13Q: 3 clusters Score -10583.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10585.289062 Penalty: 472.559082
	Iteration 14Q: 3 clusters Score -10585.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10587.338867 Penalty: 472.559082
	Iteration 15Q: 3 clusters Score -10587.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10595.870117 Penalty: 472.559082
	Iteration 16Q: 3 clusters Score -10595.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10602.000000 Penalty: 472.559082
	Iteration 17Q: 3 clusters Score -10602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10604.611328 Penalty: 472.559082
	Iteration 18Q: 3 clusters Score -10604.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10608.159180 Penalty: 472.559082
	Iteration 19Q: 3 clusters Score -10608.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10615.691406 Penalty: 472.559082
	Iteration 20F: 3 clusters Score -10615.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10624.345703 Penalty: 472.559082
	Iteration 21Q: 3 clusters Score -10624.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10636.653320 Penalty: 472.559082
	Iteration 22Q: 3 clusters Score -10636.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10645.762695 Penalty: 472.559082
	Iteration 23Q: 3 clusters Score -10645.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10652.635742 Penalty: 472.559082
	Iteration 24Q: 3 clusters Score -10652.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10667.147461 Penalty: 472.559082
	Iteration 25Q: 3 clusters Score -10667.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10673.740234 Penalty: 472.559082
	Iteration 26Q: 3 clusters Score -10673.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10673.740234 Penalty: 472.559082
	Iteration 27F: 3 clusters Score -10673.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44889.375000 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44889.38 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45119.312500 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45119.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45186.152344 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45186.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45238.414062 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45238.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45288.785156 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -45288.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45350.382812 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -45350.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45397.019531 Penalty: 608.640259
	Iteration 6F: 3 clusters Score -45397.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45423.140625 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45423.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45449.816406 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45449.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45456.371094 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45456.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45462.820312 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45462.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45469.078125 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45469.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45471.250000 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45471.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45473.542969 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45473.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45476.972656 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45476.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -45478.886719 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -45478.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45479.996094 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -45480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45480.363281 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -45480.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45480.757812 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -45480.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45482.570312 Penalty: 608.640259
	Iteration 19Q: 3 clusters Score -45482.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45482.570312 Penalty: 608.640259
	Iteration 20F: 3 clusters Score -45482.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 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 107 members 
Entering Unmasked Estep 
Score: -14015.368164 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14015.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14135.832031 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14135.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14196.284180 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14196.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14222.004883 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14246.261719 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14246.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14261.598633 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14264.437500 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14264.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14266.682617 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14266.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14276.999023 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -14277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14288.110352 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -14288.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14300.883789 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -14300.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14310.260742 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -14310.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14318.510742 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -14318.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14339.484375 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -14339.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14366.311523 Penalty: 500.614502
	Iteration 14Q: 3 clusters Score -14366.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14370.191406 Penalty: 500.614502
	Iteration 15Q: 3 clusters Score -14370.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14372.575195 Penalty: 500.614502
	Iteration 16Q: 3 clusters Score -14372.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14373.046875 Penalty: 500.614502
	Iteration 17Q: 3 clusters Score -14373.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14373.046875 Penalty: 500.614502
	Iteration 18F: 3 clusters Score -14373.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 99 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209352.000000 Penalty: 50977.972656
Splitting cluster 46 changes total score from -58209772.000000 to -58209352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -381309.687500 Penalty: 398.076752
	Iteration 0F: 2 clusters Score -381309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -377073.406250 Penalty: 796.153503
	Iteration 0F: 3 clusters Score -377073.4 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -378725.468750 Penalty: 796.153503
	Iteration 1F: 3 clusters Score -378725.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -379008.968750 Penalty: 796.153503
	Iteration 2F: 3 clusters Score -379009 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -379385.500000 Penalty: 796.153503
	Iteration 3F: 3 clusters Score -379385.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -379837.781250 Penalty: 796.153503
	Iteration 4F: 3 clusters Score -379837.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -380281.687500 Penalty: 796.153503
	Iteration 5F: 3 clusters Score -380281.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -380600.843750 Penalty: 796.153503
	Iteration 6F: 3 clusters Score -380600.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -380763.125000 Penalty: 796.153503
	Iteration 7Q: 3 clusters Score -380763.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -380875.500000 Penalty: 796.153503
	Iteration 8Q: 3 clusters Score -380875.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -380976.937500 Penalty: 796.153503
	Iteration 9Q: 3 clusters Score -380976.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -381049.562500 Penalty: 796.153503
	Iteration 10Q: 3 clusters Score -381049.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -381110.812500 Penalty: 796.153503
	Iteration 11Q: 3 clusters Score -381110.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -381153.343750 Penalty: 796.153503
	Iteration 12Q: 3 clusters Score -381153.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -381185.781250 Penalty: 796.153503
	Iteration 13Q: 3 clusters Score -381185.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -381207.000000 Penalty: 796.153503
	Iteration 14Q: 3 clusters Score -381207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -381225.531250 Penalty: 796.153503
	Iteration 15Q: 3 clusters Score -381225.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -381236.500000 Penalty: 796.153503
	Iteration 16Q: 3 clusters Score -381236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -381243.843750 Penalty: 796.153503
	Iteration 17Q: 3 clusters Score -381243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -381247.343750 Penalty: 796.153503
	Iteration 18Q: 3 clusters Score -381247.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -381249.250000 Penalty: 796.153503
	Iteration 19Q: 3 clusters Score -381249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -381253.906250 Penalty: 796.153503
	Iteration 20F: 3 clusters Score -381253.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -381255.312500 Penalty: 796.153503
	Iteration 21Q: 3 clusters Score -381255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -381258.562500 Penalty: 796.153503
	Iteration 22Q: 3 clusters Score -381258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -381259.093750 Penalty: 796.153503
	Iteration 23Q: 3 clusters Score -381259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -381260.000000 Penalty: 796.153503
	Iteration 24Q: 3 clusters Score -381260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -381261.750000 Penalty: 796.153503
	Iteration 25Q: 3 clusters Score -381261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -381261.187500 Penalty: 796.153503
	Iteration 26Q: 3 clusters Score -381261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -381263.343750 Penalty: 796.153503
	Iteration 27Q: 3 clusters Score -381263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -381263.906250 Penalty: 796.153503
	Iteration 28Q: 3 clusters Score -381263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -381266.187500 Penalty: 796.153503
	Iteration 29Q: 3 clusters Score -381266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -381267.312500 Penalty: 796.153503
	Iteration 30Q: 3 clusters Score -381267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -381269.125000 Penalty: 796.153503
	Iteration 31Q: 3 clusters Score -381269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -381272.218750 Penalty: 796.153503
	Iteration 32Q: 3 clusters Score -381272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -381272.781250 Penalty: 796.153503
	Iteration 33Q: 3 clusters Score -381272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -381273.343750 Penalty: 796.153503
	Iteration 34Q: 3 clusters Score -381273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -381275.125000 Penalty: 796.153503
	Iteration 35Q: 3 clusters Score -381275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -381275.531250 Penalty: 796.153503
	Iteration 36Q: 3 clusters Score -381275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -381275.281250 Penalty: 796.153503
	Iteration 37Q: 3 clusters Score -381275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -381276.187500 Penalty: 796.153503
	Iteration 38Q: 3 clusters Score -381276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -381277.562500 Penalty: 796.153503
	Iteration 39Q: 3 clusters Score -381277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -381278.218750 Penalty: 796.153503
	Iteration 40F: 3 clusters Score -381278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -381278.156250 Penalty: 796.153503
	Iteration 41Q: 3 clusters Score -381278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -381278.062500 Penalty: 796.153503
	Iteration 42Q: 3 clusters Score -381278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -381278.000000 Penalty: 796.153503
	Iteration 43Q: 3 clusters Score -381278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -381278.062500 Penalty: 796.153503
	Iteration 44Q: 3 clusters Score -381278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -381279.187500 Penalty: 796.153503
	Iteration 45Q: 3 clusters Score -381279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -381279.343750 Penalty: 796.153503
	Iteration 46Q: 3 clusters Score -381279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -381278.937500 Penalty: 796.153503
	Iteration 47Q: 3 clusters Score -381278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -381279.093750 Penalty: 796.153503
	Iteration 48Q: 3 clusters Score -381279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -381279.093750 Penalty: 796.153503
	Iteration 49Q: 3 clusters Score -381279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -381278.718750 Penalty: 796.153503
	Iteration 50Q: 3 clusters Score -381278.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -381280.250000 Penalty: 796.153503
	Iteration 51Q: 3 clusters Score -381280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -381279.687500 Penalty: 796.153503
	Iteration 52Q: 3 clusters Score -381279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -381279.687500 Penalty: 796.153503
	Iteration 53Q: 3 clusters Score -381279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -381279.687500 Penalty: 796.153503
	Iteration 54F: 3 clusters Score -381279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -10458.475586 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -10458.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10191.283203 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -10191.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10288.400391 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -10288.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10307.510742 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -10307.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10339.136719 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -10339.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10384.231445 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -10384.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10393.426758 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -10393.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10393.426758 Penalty: 484.393921
	Iteration 6F: 3 clusters Score -10393.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8066.891113 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8066.891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8220.996094 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8220.996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8438.356445 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8438.356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8504.678711 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -8504.679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8514.841797 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8514.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8514.841797 Penalty: 460.118378
	Iteration 5F: 3 clusters Score -8514.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 106 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 51 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209476.000000 Penalty: 50977.972656
Splitting cluster 49 changes total score from -58209772.000000 to -58209476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (56531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Entering Unmasked Estep 
Score: -3392551.750000 Penalty: 497.885742
	Iteration 0F: 2 clusters Score -3392552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3354560.500000 Penalty: 995.771484
	Iteration 0F: 3 clusters Score -3354560 nChanged 27307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3370667.750000 Penalty: 995.771484
	Iteration 1F: 3 clusters Score -3370668 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3371429.000000 Penalty: 995.771484
	Iteration 2Q: 3 clusters Score -3371429 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -3372437.750000 Penalty: 995.771484
	Iteration 3Q: 3 clusters Score -3372438 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3374041.000000 Penalty: 995.771484
	Iteration 4F: 3 clusters Score -3374041 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3376552.000000 Penalty: 995.771484
	Iteration 5F: 3 clusters Score -3376552 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3379826.000000 Penalty: 995.771484
	Iteration 6F: 3 clusters Score -3379826 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -3382900.750000 Penalty: 995.771484
	Iteration 7F: 3 clusters Score -3382901 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -3384734.500000 Penalty: 995.771484
	Iteration 8Q: 3 clusters Score -3384734 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -3385753.000000 Penalty: 995.771484
	Iteration 9Q: 3 clusters Score -3385753 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -3386569.000000 Penalty: 995.771484
	Iteration 10Q: 3 clusters Score -3386569 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -3387275.000000 Penalty: 995.771484
	Iteration 11Q: 3 clusters Score -3387275 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -3387907.000000 Penalty: 995.771484
	Iteration 12Q: 3 clusters Score -3387907 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -3388540.250000 Penalty: 995.771484
	Iteration 13Q: 3 clusters Score -3388540 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -3389122.000000 Penalty: 995.771484
	Iteration 14Q: 3 clusters Score -3389122 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -3389641.500000 Penalty: 995.771484
	Iteration 15Q: 3 clusters Score -3389642 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -3390104.000000 Penalty: 995.771484
	Iteration 16Q: 3 clusters Score -3390104 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -3390526.250000 Penalty: 995.771484
	Iteration 17Q: 3 clusters Score -3390526 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -3390822.000000 Penalty: 995.771484
	Iteration 18Q: 3 clusters Score -3390822 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -3391047.500000 Penalty: 995.771484
	Iteration 19Q: 3 clusters Score -3391048 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -3391232.750000 Penalty: 995.771484
	Iteration 20F: 3 clusters Score -3391233 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -3391385.250000 Penalty: 995.771484
	Iteration 21Q: 3 clusters Score -3391385 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -3391538.250000 Penalty: 995.771484
	Iteration 22Q: 3 clusters Score -3391538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -3391642.500000 Penalty: 995.771484
	Iteration 23Q: 3 clusters Score -3391642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -3391748.250000 Penalty: 995.771484
	Iteration 24Q: 3 clusters Score -3391748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -3391815.250000 Penalty: 995.771484
	Iteration 25Q: 3 clusters Score -3391815 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -3391866.000000 Penalty: 995.771484
	Iteration 26Q: 3 clusters Score -3391866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -3391896.250000 Penalty: 995.771484
	Iteration 27Q: 3 clusters Score -3391896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -3391929.000000 Penalty: 995.771484
	Iteration 28Q: 3 clusters Score -3391929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -3391957.250000 Penalty: 995.771484
	Iteration 29Q: 3 clusters Score -3391957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -3391992.750000 Penalty: 995.771484
	Iteration 30Q: 3 clusters Score -3391993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -3392017.750000 Penalty: 995.771484
	Iteration 31Q: 3 clusters Score -3392018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -3392049.500000 Penalty: 995.771484
	Iteration 32Q: 3 clusters Score -3392050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -3392071.750000 Penalty: 995.771484
	Iteration 33Q: 3 clusters Score -3392072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -3392092.500000 Penalty: 995.771484
	Iteration 34Q: 3 clusters Score -3392092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -3392101.250000 Penalty: 995.771484
	Iteration 35Q: 3 clusters Score -3392101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -3392107.250000 Penalty: 995.771484
	Iteration 36Q: 3 clusters Score -3392107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -3392115.000000 Penalty: 995.771484
	Iteration 37Q: 3 clusters Score -3392115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -3392124.250000 Penalty: 995.771484
	Iteration 38Q: 3 clusters Score -3392124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -3392123.000000 Penalty: 995.771484
	Iteration 39Q: 3 clusters Score -3392123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -3392129.000000 Penalty: 995.771484
	Iteration 40F: 3 clusters Score -3392129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -3392128.500000 Penalty: 995.771484
	Iteration 41Q: 3 clusters Score -3392128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -3392133.250000 Penalty: 995.771484
	Iteration 42Q: 3 clusters Score -3392133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -3392135.750000 Penalty: 995.771484
	Iteration 43Q: 3 clusters Score -3392136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -3392135.750000 Penalty: 995.771484
	Iteration 44Q: 3 clusters Score -3392136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -3392135.750000 Penalty: 995.771484
	Iteration 45F: 3 clusters Score -3392136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -15876.847656 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -15876.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15527.715820 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -15527.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15629.141602 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -15629.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15661.380859 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -15661.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15690.672852 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -15690.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15715.926758 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -15715.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15727.300781 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -15727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15737.042969 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -15737.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15740.242188 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -15740.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15742.333984 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -15742.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15744.482422 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -15744.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15746.559570 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -15746.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15747.408203 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -15747.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15747.408203 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -15747.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10933.024414 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10933.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11009.986328 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11009.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11041.104492 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11041.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11060.616211 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11060.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11068.470703 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11068.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11081.113281 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11081.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11083.731445 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11083.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11085.279297 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11085.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11085.788086 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11085.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11085.788086 Penalty: 495.260010
	Iteration 9F: 3 clusters Score -11085.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11246.503906 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11246.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11307.944336 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11307.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11320.269531 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11320.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11326.509766 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11326.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11328.050781 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11328.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11328.050781 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -11328.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9735.173828 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9735.174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9841.723633 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9841.724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9876.791992 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9876.792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9895.179688 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -9895.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9908.570312 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9908.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9926.515625 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9926.516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9948.614258 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9948.614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9978.714844 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9978.715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10004.445312 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10004.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10009.271484 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -10009.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10010.445312 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -10010.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10010.621094 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -10010.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10010.827148 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -10010.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10010.827148 Penalty: 517.822693
	Iteration 13F: 3 clusters Score -10010.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -21006.078125 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -21006.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20609.498047 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -20609.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20731.001953 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -20731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20778.955078 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -20778.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20813.150391 Penalty: 535.382324
	Iteration 3F: 3 clusters Score -20813.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20845.738281 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -20845.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20864.439453 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -20864.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20875.152344 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -20875.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20880.335938 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -20880.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20885.091797 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -20885.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20888.144531 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -20888.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20892.296875 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -20892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20894.949219 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -20894.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20897.210938 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -20897.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20904.087891 Penalty: 535.382324
	Iteration 13Q: 3 clusters Score -20904.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20912.048828 Penalty: 535.382324
	Iteration 14Q: 3 clusters Score -20912.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20914.111328 Penalty: 535.382324
	Iteration 15Q: 3 clusters Score -20914.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20914.111328 Penalty: 535.382324
	Iteration 16F: 3 clusters Score -20914.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 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 313 members 
Entering Unmasked Estep 
Score: -37152.109375 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37152.11 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37351.117188 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37351.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37438.687500 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37438.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37516.898438 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37516.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37564.187500 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -37564.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37599.734375 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37599.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37635.851562 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37635.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37654.699219 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37659.906250 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37659.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37661.738281 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37661.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37663.906250 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37663.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37664.328125 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37664.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37664.328125 Penalty: 581.816772
	Iteration 12F: 3 clusters Score -37664.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121581.976562 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121582 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122170.773438 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122170.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122281.812500 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122281.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122409.492188 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122409.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122531.859375 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122531.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122595.578125 Penalty: 693.439575
	Iteration 5Q: 3 clusters Score -122595.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -122653.554688 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122653.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -122705.796875 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122705.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122738.359375 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122738.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -122762.507812 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122762.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -122779.234375 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122789.523438 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122789.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -122793.179688 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -122796.328125 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -122799.554688 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -122803.468750 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -122805.976562 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -122807.023438 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -122807.335938 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -122808.523438 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -122809.601562 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -122810.109375 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -122811.578125 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -122813.539062 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -122814.585938 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -122815.000000 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -122815.000000 Penalty: 693.439575
	Iteration 26F: 3 clusters Score -122815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70399.000000 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70399 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70648.203125 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70648.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70746.648438 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70746.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70835.601562 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70835.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70909.554688 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -70909.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70969.906250 Penalty: 642.503357
	Iteration 5F: 3 clusters Score -70969.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71023.421875 Penalty: 642.503357
	Iteration 6F: 3 clusters Score -71023.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71079.921875 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71079.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71121.359375 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71121.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71153.515625 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71153.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71164.796875 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71170.445312 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71170.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71175.703125 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71175.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71181.945312 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71181.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71183.960938 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71183.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71186.250000 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71186.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71188.257812 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71188.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71189.531250 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71189.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71193.789062 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71193.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71200.007812 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -71200.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71209.476562 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -71209.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71236.085938 Penalty: 642.503357
	Iteration 21Q: 3 clusters Score -71236.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71256.945312 Penalty: 642.503357
	Iteration 22Q: 3 clusters Score -71256.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71265.203125 Penalty: 642.503357
	Iteration 23Q: 3 clusters Score -71265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71270.000000 Penalty: 642.503357
	Iteration 24Q: 3 clusters Score -71270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71270.929688 Penalty: 642.503357
	Iteration 25Q: 3 clusters Score -71270.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71270.929688 Penalty: 642.503357
	Iteration 26F: 3 clusters Score -71270.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9061.988281 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9061.988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9212.663086 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9212.663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9318.635742 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9318.636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9391.030273 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -9391.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9431.633789 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9431.634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9458.285156 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9458.285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9481.811523 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9481.812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9563.939453 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9563.939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9580.612305 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9580.612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9580.612305 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -9580.612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 103 members 
Mstep: Class 60 contains 105 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209612.000000 Penalty: 50977.972656
Splitting cluster 60 changes total score from -58209772.000000 to -58209612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17032.408203 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17032.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17167.150391 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17167.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17257.787109 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17257.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17307.533203 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -17307.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17331.927734 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -17331.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17339.937500 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17339.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17350.154297 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17350.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17353.720703 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17353.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17357.037109 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17357.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17364.392578 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17364.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17367.015625 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17367.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17374.472656 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17374.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17376.107422 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -17376.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17378.408203 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -17378.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17381.177734 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -17381.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17381.177734 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -17381.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21935.927734 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21935.93 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22068.015625 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22068.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22115.603516 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22182.816406 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -22182.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22233.880859 Penalty: 526.886414
	Iteration 4F: 3 clusters Score -22233.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22271.378906 Penalty: 526.886414
	Iteration 5F: 3 clusters Score -22271.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22317.197266 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22339.285156 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22339.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22352.591797 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22352.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22354.138672 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22354.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22355.089844 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -22355.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22355.089844 Penalty: 526.886414
	Iteration 11F: 3 clusters Score -22355.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 183 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58209404.000000 Penalty: 50977.972656
Splitting cluster 62 changes total score from -58209772.000000 to -58209404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25136.900391 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25136.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25328.164062 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25328.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25372.800781 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25393.367188 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -25393.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25415.195312 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25420.056641 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25420.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25422.048828 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25422.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25423.097656 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25427.160156 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25427.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25431.367188 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25431.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25436.783203 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25436.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25438.580078 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25438.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25439.527344 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25439.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25440.013672 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25440.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25441.453125 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25441.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25457.734375 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -25457.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25475.904297 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -25475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25486.691406 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -25486.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25497.785156 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -25497.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25515.710938 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -25515.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25538.298828 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -25538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25549.564453 Penalty: 552.647095
	Iteration 21Q: 3 clusters Score -25549.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25552.171875 Penalty: 552.647095
	Iteration 22Q: 3 clusters Score -25552.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25553.964844 Penalty: 552.647095
	Iteration 23Q: 3 clusters Score -25553.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25553.964844 Penalty: 552.647095
	Iteration 24F: 3 clusters Score -25553.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (108331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Entering Unmasked Estep 
Score: -6566798.000000 Penalty: 527.479065
	Iteration 0F: 2 clusters Score -6566798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -6493426.000000 Penalty: 1054.958130
	Iteration 0F: 3 clusters Score -6493426 nChanged 53253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6526408.000000 Penalty: 1054.958130
	Iteration 1F: 3 clusters Score -6526408 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -6528844.500000 Penalty: 1054.958130
	Iteration 2F: 3 clusters Score -6528844 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -6533050.000000 Penalty: 1054.958130
	Iteration 3F: 3 clusters Score -6533050 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -6539155.000000 Penalty: 1054.958130
	Iteration 4F: 3 clusters Score -6539155 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6546302.000000 Penalty: 1054.958130
	Iteration 5F: 3 clusters Score -6546302 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -6552881.000000 Penalty: 1054.958130
	Iteration 6F: 3 clusters Score -6552881 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -6557938.000000 Penalty: 1054.958130
	Iteration 7F: 3 clusters Score -6557938 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -6561299.500000 Penalty: 1054.958130
	Iteration 8Q: 3 clusters Score -6561300 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6563618.000000 Penalty: 1054.958130
	Iteration 9Q: 3 clusters Score -6563618 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6565083.000000 Penalty: 1054.958130
	Iteration 10Q: 3 clusters Score -6565083 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6565858.500000 Penalty: 1054.958130
	Iteration 11Q: 3 clusters Score -6565858 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6566158.000000 Penalty: 1054.958130
	Iteration 12Q: 3 clusters Score -6566158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6566268.500000 Penalty: 1054.958130
	Iteration 13Q: 3 clusters Score -6566268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6566315.000000 Penalty: 1054.958130
	Iteration 14Q: 3 clusters Score -6566315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6566350.000000 Penalty: 1054.958130
	Iteration 15Q: 3 clusters Score -6566350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6566360.500000 Penalty: 1054.958130
	Iteration 16Q: 3 clusters Score -6566360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6566368.500000 Penalty: 1054.958130
	Iteration 17Q: 3 clusters Score -6566368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6566372.500000 Penalty: 1054.958130
	Iteration 18Q: 3 clusters Score -6566372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6566383.500000 Penalty: 1054.958130
	Iteration 19Q: 3 clusters Score -6566384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6566390.000000 Penalty: 1054.958130
	Iteration 20F: 3 clusters Score -6566390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6566396.000000 Penalty: 1054.958130
	Iteration 21Q: 3 clusters Score -6566396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6566400.500000 Penalty: 1054.958130
	Iteration 22Q: 3 clusters Score -6566400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6566401.500000 Penalty: 1054.958130
	Iteration 23Q: 3 clusters Score -6566402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6566401.500000 Penalty: 1054.958130
	Iteration 24F: 3 clusters Score -6566402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8419.251953 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8419.252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8503.337891 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8503.338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8540.846680 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8540.847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8552.841797 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8552.842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8558.875977 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8558.876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8572.218750 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8572.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8587.216797 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8587.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8590.123047 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8590.123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8590.465820 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -8590.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8590.465820 Penalty: 452.882751
	Iteration 9F: 3 clusters Score -8590.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -44525.152344 Penalty: 298.591217
	Iteration 0F: 2 clusters Score -44525.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43898.500000 Penalty: 597.182434
	Iteration 0F: 3 clusters Score -43898.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44103.515625 Penalty: 597.182434
	Iteration 1F: 3 clusters Score -44103.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44155.531250 Penalty: 597.182434
	Iteration 2F: 3 clusters Score -44155.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44214.656250 Penalty: 597.182434
	Iteration 3F: 3 clusters Score -44214.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44242.851562 Penalty: 597.182434
	Iteration 4Q: 3 clusters Score -44242.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44279.992188 Penalty: 597.182434
	Iteration 5Q: 3 clusters Score -44279.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44318.007812 Penalty: 597.182434
	Iteration 6Q: 3 clusters Score -44318.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44349.589844 Penalty: 597.182434
	Iteration 7Q: 3 clusters Score -44349.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44383.609375 Penalty: 597.182434
	Iteration 8Q: 3 clusters Score -44383.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44430.894531 Penalty: 597.182434
	Iteration 9Q: 3 clusters Score -44430.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44460.582031 Penalty: 597.182434
	Iteration 10Q: 3 clusters Score -44460.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44541.332031 Penalty: 597.182434
	Iteration 11Q: 3 clusters Score -44541.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44690.605469 Penalty: 597.182434
	Iteration 12Q: 3 clusters Score -44690.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44905.441406 Penalty: 597.182434
	Iteration 13F: 3 clusters Score -44905.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44962.425781 Penalty: 597.182434
	Iteration 14Q: 3 clusters Score -44962.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44990.242188 Penalty: 597.182434
	Iteration 15Q: 3 clusters Score -44990.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45004.507812 Penalty: 597.182434
	Iteration 16Q: 3 clusters Score -45004.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45013.398438 Penalty: 597.182434
	Iteration 17Q: 3 clusters Score -45013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45030.410156 Penalty: 597.182434
	Iteration 18Q: 3 clusters Score -45030.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45048.367188 Penalty: 597.182434
	Iteration 19Q: 3 clusters Score -45048.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45073.085938 Penalty: 597.182434
	Iteration 20F: 3 clusters Score -45073.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45104.605469 Penalty: 597.182434
	Iteration 21Q: 3 clusters Score -45104.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45119.476562 Penalty: 597.182434
	Iteration 22Q: 3 clusters Score -45119.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45138.742188 Penalty: 597.182434
	Iteration 23Q: 3 clusters Score -45138.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45175.214844 Penalty: 597.182434
	Iteration 24Q: 3 clusters Score -45175.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45209.929688 Penalty: 597.182434
	Iteration 25Q: 3 clusters Score -45209.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45301.703125 Penalty: 597.182434
	Iteration 26Q: 3 clusters Score -45301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45394.808594 Penalty: 597.182434
	Iteration 27Q: 3 clusters Score -45394.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45394.808594 Penalty: 597.182434
	Iteration 28F: 3 clusters Score -45394.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 374 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 430 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Entering Unmasked Estep 
Score: -58210376.000000 Penalty: 50977.972656
Splitting cluster 66 changes total score from -58209772.000000 to -58210376.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12887.633789 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12887.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12956.934570 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12956.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12967.788086 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12967.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12968.981445 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -12968.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12972.230469 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -12972.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12974.907227 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -12974.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12982.088867 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -12982.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12993.839844 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -12993.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12999.860352 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -12999.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13003.028320 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13003.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13005.715820 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13005.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13006.622070 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -13006.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13006.622070 Penalty: 487.019104
	Iteration 12F: 3 clusters Score -13006.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11132.135742 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11132.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11179.779297 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11179.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11192.738281 Penalty: 476.516235
	Iteration 2Q: 3 clusters Score -11192.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11198.153320 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11198.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11202.828125 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11202.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11205.498047 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11206.561523 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11206.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11206.561523 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -11206.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6851.896484 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6851.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6620.164062 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6620.164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6738.288574 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6738.289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6805.810547 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6805.811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6816.213867 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6816.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6817.020508 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6817.021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6817.020508 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -6817.021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -11136.895508 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -11136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10853.330078 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10853.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10943.889648 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10943.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10995.609375 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10995.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11012.106445 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -11012.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11028.638672 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -11028.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11042.565430 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -11042.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11067.751953 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -11067.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11085.762695 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -11085.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11094.929688 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -11094.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11097.625977 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -11097.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11098.872070 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -11098.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11099.708008 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -11099.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11100.055664 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -11100.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11100.055664 Penalty: 490.405548
	Iteration 13F: 3 clusters Score -11100.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13123.671875 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13123.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13226.706055 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13226.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13333.286133 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13333.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13354.826172 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13354.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13364.196289 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13376.471680 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13376.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13396.022461 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13396.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13407.895508 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13409.575195 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13409.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13409.575195 Penalty: 492.052612
	Iteration 9F: 3 clusters Score -13409.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -14755.595703 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -14755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14436.483398 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -14436.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14536.200195 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -14536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14551.593750 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -14551.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14562.583008 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -14562.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14571.539062 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -14571.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14574.591797 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -14574.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14578.436523 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -14578.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14581.896484 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -14581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14592.151367 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -14592.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14602.596680 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -14602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14605.430664 Penalty: 507.755432
	Iteration 10Q: 3 clusters Score -14605.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14608.546875 Penalty: 507.755432
	Iteration 11Q: 3 clusters Score -14608.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14610.820312 Penalty: 507.755432
	Iteration 12Q: 3 clusters Score -14610.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14615.330078 Penalty: 507.755432
	Iteration 13Q: 3 clusters Score -14615.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14615.906250 Penalty: 507.755432
	Iteration 14Q: 3 clusters Score -14615.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14616.278320 Penalty: 507.755432
	Iteration 15Q: 3 clusters Score -14616.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14616.278320 Penalty: 507.755432
	Iteration 16F: 3 clusters Score -14616.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6128.425293 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6128.425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6176.001953 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6176.002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6182.729980 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6182.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6187.838867 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6187.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6189.991699 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6189.992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6193.064941 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6193.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6193.064941 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -6193.065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8175.462891 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8175.463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8271.623047 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8271.623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8299.660156 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8299.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8314.155273 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8314.155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8342.265625 Penalty: 461.840820
	Iteration 4F: 3 clusters Score -8342.266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8364.436523 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8364.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8370.492188 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8370.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8370.492188 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -8370.492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -25487.066406 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -25487.07 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 206 members 
Entering Unmasked Estep 
Score: -25077.011719 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -25077.01 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25370.890625 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -25370.89 nChanged 37
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: -25432.859375 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -25432.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25467.705078 Penalty: 551.804443
	Iteration 3Q: 3 clusters Score -25467.71 nChanged 8
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: -25484.585938 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -25484.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25489.988281 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -25489.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25494.037109 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -25494.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25498.382812 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -25498.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25498.927734 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -25498.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25498.927734 Penalty: 551.804443
	Iteration 9F: 3 clusters Score -25498.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 374 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 243 members 
Entering Unmasked Estep 
Score: -58210084.000000 Penalty: 51607.328125
Splitting cluster 75 changes total score from -58209772.000000 to -58210084.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 76 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -22106.691406 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -22106.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21693.679688 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -21693.68 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21807.777344 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -21807.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21833.052734 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -21833.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21850.744141 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -21850.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21860.808594 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -21860.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21872.230469 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -21872.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21883.287109 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -21883.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21895.441406 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -21895.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21904.544922 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -21904.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21917.802734 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -21917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21926.843750 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -21926.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21936.269531 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -21936.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21965.685547 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -21965.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21997.210938 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -21997.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22014.160156 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -22014.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22015.757812 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -22015.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22020.333984 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -22020.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22022.951172 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -22022.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22023.828125 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -22023.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22023.828125 Penalty: 540.794739
	Iteration 19F: 3 clusters Score -22023.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 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 187 members 
Entering Unmasked Estep 
Score: -23237.498047 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23237.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23419.814453 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23419.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23498.039062 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23498.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23517.478516 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23517.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23541.767578 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23541.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23550.380859 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23550.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23551.896484 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23554.554688 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23554.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23559.523438 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23559.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23564.642578 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23564.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23570.462891 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23570.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23578.222656 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23578.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23586.035156 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -23586.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23589.597656 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23593.291016 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -23593.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23597.722656 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -23597.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23600.240234 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -23600.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23603.230469 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -23603.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23605.113281 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -23605.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23605.113281 Penalty: 542.919373
	Iteration 19F: 3 clusters Score -23605.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12382.132812 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12382.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12501.832031 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12501.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12529.898438 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12543.070312 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12543.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12548.168945 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12548.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12548.983398 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12548.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12549.628906 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12549.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12549.628906 Penalty: 483.501770
	Iteration 7F: 3 clusters Score -12549.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4475.048828 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4475.049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4494.450684 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4494.451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4498.614258 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4498.614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4499.184082 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4499.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4499.184082 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -4499.184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8919.769531 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8919.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8615.316406 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8615.316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8716.127930 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8716.128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8778.994141 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8778.994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8799.572266 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -8799.572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8806.666016 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8806.666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8810.493164 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8810.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8810.493164 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -8810.493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10747.596680 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10480.721680 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -10480.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10613.348633 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -10613.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10722.926758 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -10722.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10795.821289 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -10795.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10870.998047 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -10871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10926.868164 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10926.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10954.018555 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -10954.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10978.875977 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -10978.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10981.706055 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10981.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10981.706055 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -10981.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 374 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 105 members 
Mstep: Class 82 contains 243 members 
Mstep: Class 83 contains 90 members 
Entering Unmasked Estep 
Score: -58209952.000000 Penalty: 52236.687500
Splitting cluster 81 changes total score from -58209772.000000 to -58209952.000000
So it's getting split into cluster 83.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127570 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 110562 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 15 contains 120272 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140358 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 55126 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 248 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 174 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56531 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 374 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 219 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210276.000000 Penalty: 52236.687500
Iteration 199Q: 84 clusters Score -5.821028e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17284 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 112180 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127560 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 112282 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 14052 members 
Mstep: Class 14 contains 72933 members 
Mstep: Class 15 contains 120252 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140352 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 54996 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 9126 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6321 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56559 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 106679 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 373 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 221 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 241 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210660.000000 Penalty: 52236.687500
Iteration 200F: 84 clusters Score -5.821066e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 112164 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127566 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 113880 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 14032 members 
Mstep: Class 14 contains 72933 members 
Mstep: Class 15 contains 120239 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140334 members 
Mstep: Class 20 contains 10736 members 
Mstep: Class 21 contains 54917 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 9134 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 556 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6034 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6329 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56584 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 359 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 105050 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 376 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210940.000000 Penalty: 52236.687500
Iteration 201Q: 84 clusters Score -5.821094e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17302 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 112158 members 
Mstep: Class 5 contains 4474 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127563 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 115475 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 14005 members 
Mstep: Class 14 contains 72931 members 
Mstep: Class 15 contains 120230 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140318 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 54907 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 9144 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6347 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56603 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 357 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 386 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 103335 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 377 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 265 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210996.000000 Penalty: 52236.687500
Iteration 202Q: 84 clusters Score -5.8211e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17309 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 112144 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127557 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 117032 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 72930 members 
Mstep: Class 15 contains 120231 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140319 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 54939 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4526 members 
Mstep: Class 25 contains 9158 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6355 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56613 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 101607 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 379 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 264 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 381 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211180.000000 Penalty: 52236.687500
Iteration 203Q: 84 clusters Score -5.821118e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17315 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 112124 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127552 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 118743 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 13962 members 
Mstep: Class 14 contains 72930 members 
Mstep: Class 15 contains 120230 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140305 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 55004 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4693 members 
Mstep: Class 25 contains 9177 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2626 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 290 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6351 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56629 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 352 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 99701 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 264 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 384 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211232.000000 Penalty: 52236.687500
Iteration 204Q: 84 clusters Score -5.821123e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17321 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112106 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127558 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 120507 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 72930 members 
Mstep: Class 15 contains 120203 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140298 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 55057 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6357 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56664 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 97752 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 264 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 386 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211344.000000 Penalty: 52236.687500
Iteration 205Q: 84 clusters Score -5.821134e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17327 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 112103 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127555 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 122291 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 13930 members 
Mstep: Class 14 contains 72931 members 
Mstep: Class 15 contains 120189 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140285 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 55151 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4961 members 
Mstep: Class 25 contains 9212 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 3067 members 
Mstep: Class 29 contains 213 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6369 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56686 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 339 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 95776 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 264 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 391 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211020.000000 Penalty: 52236.687500
Iteration 206Q: 84 clusters Score -5.821102e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17330 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 112099 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127552 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 124076 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 72930 members 
Mstep: Class 15 contains 120160 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140271 members 
Mstep: Class 20 contains 10566 members 
Mstep: Class 21 contains 55274 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5046 members 
Mstep: Class 25 contains 9221 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2669 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 494 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56732 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 93789 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 263 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 395 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 223 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210984.000000 Penalty: 52236.687500
Iteration 207Q: 84 clusters Score -5.821098e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17331 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 112097 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127543 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 125854 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 13898 members 
Mstep: Class 14 contains 72927 members 
Mstep: Class 15 contains 120130 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140252 members 
Mstep: Class 20 contains 10541 members 
Mstep: Class 21 contains 55403 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 9231 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6406 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56795 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 335 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 91833 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 262 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 398 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 224 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210544.000000 Penalty: 52236.687500
Iteration 208Q: 84 clusters Score -5.821054e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17334 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 112073 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127544 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 127504 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 13885 members 
Mstep: Class 14 contains 72928 members 
Mstep: Class 15 contains 120100 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140233 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 55525 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5132 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 3076 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 501 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6424 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56867 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 328 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 90030 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 261 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 225 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210544.000000 Penalty: 52236.687500
Iteration 209Q: 84 clusters Score -5.821054e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17340 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 112048 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127554 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 129068 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 13869 members 
Mstep: Class 14 contains 72927 members 
Mstep: Class 15 contains 120065 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140214 members 
Mstep: Class 20 contains 10508 members 
Mstep: Class 21 contains 55660 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5165 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 503 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6432 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56930 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 323 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 88304 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 261 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 411 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210460.000000 Penalty: 52236.687500
Iteration 210Q: 84 clusters Score -5.821046e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17340 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 112043 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127561 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 130500 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 72925 members 
Mstep: Class 15 contains 120006 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140181 members 
Mstep: Class 20 contains 10506 members 
Mstep: Class 21 contains 55781 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5200 members 
Mstep: Class 25 contains 9266 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 503 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6438 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 56998 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 320 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 86726 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 261 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 416 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 52236.687500
Iteration 211Q: 84 clusters Score -5.821043e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17345 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 112033 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127568 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 131841 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 72926 members 
Mstep: Class 15 contains 119957 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140158 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 9281 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6451 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57059 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 323 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 85274 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 415 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210316.000000 Penalty: 52236.687500
Iteration 212Q: 84 clusters Score -5.821032e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17348 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 112028 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127561 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 133157 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 72925 members 
Mstep: Class 15 contains 119903 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140136 members 
Mstep: Class 20 contains 10533 members 
Mstep: Class 21 contains 55944 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 9295 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6470 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57132 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 83851 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 380 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 417 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210400.000000 Penalty: 52236.687500
Iteration 213Q: 84 clusters Score -5.82104e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17351 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 112031 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127549 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 134465 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 13820 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119852 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140103 members 
Mstep: Class 20 contains 10536 members 
Mstep: Class 21 contains 56023 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5196 members 
Mstep: Class 25 contains 9311 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 191 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6482 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57215 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 318 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 82474 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210188.000000 Penalty: 52236.687500
Iteration 214Q: 84 clusters Score -5.821019e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 112020 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127539 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 135690 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 119815 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140073 members 
Mstep: Class 20 contains 10531 members 
Mstep: Class 21 contains 56087 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5157 members 
Mstep: Class 25 contains 9324 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6495 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57288 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 318 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 81229 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 420 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210224.000000 Penalty: 52236.687500
Iteration 215Q: 84 clusters Score -5.821022e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17362 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 112012 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127518 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 136780 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 119780 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140047 members 
Mstep: Class 20 contains 10519 members 
Mstep: Class 21 contains 56123 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5112 members 
Mstep: Class 25 contains 9337 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6503 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57371 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 80148 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209944.000000 Penalty: 52236.687500
Iteration 216Q: 84 clusters Score -5.820994e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 112013 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127516 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 137855 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 119742 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140022 members 
Mstep: Class 20 contains 10503 members 
Mstep: Class 21 contains 56203 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 5045 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 3079 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6499 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57437 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 79081 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209712.000000 Penalty: 52236.687500
Iteration 217Q: 84 clusters Score -5.820971e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17363 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 112008 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127508 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 138840 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 13772 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 119715 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 140006 members 
Mstep: Class 20 contains 10487 members 
Mstep: Class 21 contains 56285 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4965 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2716 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6482 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57484 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 78135 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209448.000000 Penalty: 52236.687500
Iteration 218Q: 84 clusters Score -5.820945e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 112015 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127506 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 139767 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 13770 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 119688 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139985 members 
Mstep: Class 20 contains 10473 members 
Mstep: Class 21 contains 56349 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4875 members 
Mstep: Class 25 contains 9371 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 3082 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6469 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57529 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 77272 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209024.000000 Penalty: 52236.687500
Iteration 219Q: 84 clusters Score -5.820902e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 112023 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127510 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 140596 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 13763 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 119629 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139965 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 56412 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4775 members 
Mstep: Class 25 contains 9382 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 3084 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6444 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57585 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 431 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76524 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209176.000000 Penalty: 52236.687500
Iteration 220F: 84 clusters Score -5.820918e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17358 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 112025 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127501 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 141357 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 13754 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 119568 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139941 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 56443 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4655 members 
Mstep: Class 25 contains 9392 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6423 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57664 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 438 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 75890 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208972.000000 Penalty: 52236.687500
Iteration 221Q: 84 clusters Score -5.820897e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17357 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 112011 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127495 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 142060 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 119526 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139936 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 56451 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4518 members 
Mstep: Class 25 contains 9400 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 3088 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6399 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57725 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 442 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 75353 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208580.000000 Penalty: 52236.687500
Iteration 222Q: 84 clusters Score -5.820858e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17355 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 111993 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127480 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 142687 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119484 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139942 members 
Mstep: Class 20 contains 10418 members 
Mstep: Class 21 contains 56432 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 9408 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 3089 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6037 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6385 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57789 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 444 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74944 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208420.000000 Penalty: 52236.687500
Iteration 223Q: 84 clusters Score -5.820842e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17354 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 111978 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127468 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 143294 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 13724 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119437 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139940 members 
Mstep: Class 20 contains 10395 members 
Mstep: Class 21 contains 56414 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4213 members 
Mstep: Class 25 contains 9413 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6353 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57857 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74566 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208456.000000 Penalty: 52236.687500
Iteration 224Q: 84 clusters Score -5.820846e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17357 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 111972 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127444 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 143820 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119395 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139942 members 
Mstep: Class 20 contains 10382 members 
Mstep: Class 21 contains 56348 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 9415 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6038 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6322 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57917 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74301 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208508.000000 Penalty: 52236.687500
Iteration 225Q: 84 clusters Score -5.820851e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111972 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127426 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 144319 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119352 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139934 members 
Mstep: Class 20 contains 10371 members 
Mstep: Class 21 contains 56249 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 9419 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6039 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6283 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 57967 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74102 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208448.000000 Penalty: 52236.687500
Iteration 226Q: 84 clusters Score -5.820845e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111963 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127399 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 144759 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 72917 members 
Mstep: Class 15 contains 119318 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139935 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 56119 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 9423 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6235 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58024 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 73986 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208328.000000 Penalty: 52236.687500
Iteration 227Q: 84 clusters Score -5.820833e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17363 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111956 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127370 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145168 members 
Mstep: Class 12 contains 2832 members 
Mstep: Class 13 contains 13715 members 
Mstep: Class 14 contains 72917 members 
Mstep: Class 15 contains 119290 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139937 members 
Mstep: Class 20 contains 10371 members 
Mstep: Class 21 contains 56010 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 9425 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 715 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6191 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58074 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 73874 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208316.000000 Penalty: 52236.687500
Iteration 228Q: 84 clusters Score -5.820832e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17368 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111953 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127349 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145509 members 
Mstep: Class 12 contains 2832 members 
Mstep: Class 13 contains 13713 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119263 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139928 members 
Mstep: Class 20 contains 10362 members 
Mstep: Class 21 contains 55887 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3536 members 
Mstep: Class 25 contains 9425 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2669 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6128 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58132 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 73852 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208132.000000 Penalty: 52236.687500
Iteration 229Q: 84 clusters Score -5.820813e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17373 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111942 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127334 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145795 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 13709 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119236 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139920 members 
Mstep: Class 20 contains 10347 members 
Mstep: Class 21 contains 55775 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 9429 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6083 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58181 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 73866 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208060.000000 Penalty: 52236.687500
Iteration 230Q: 84 clusters Score -5.820806e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111939 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127327 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146046 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 13704 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119207 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139901 members 
Mstep: Class 20 contains 10341 members 
Mstep: Class 21 contains 55615 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 9429 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 6042 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58240 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 73942 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208096.000000 Penalty: 52236.687500
Iteration 231Q: 84 clusters Score -5.82081e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17380 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111935 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127320 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146247 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 13693 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 119196 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139882 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 55418 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3212 members 
Mstep: Class 25 contains 9432 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5995 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58280 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74090 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208096.000000 Penalty: 52236.687500
Iteration 232Q: 84 clusters Score -5.82081e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17382 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111934 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127300 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146423 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 13684 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 119192 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139854 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 55276 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 9433 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2646 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5921 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58329 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74230 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207936.000000 Penalty: 52236.687500
Iteration 233Q: 84 clusters Score -5.820794e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17385 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111938 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127279 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146586 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 13671 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 119192 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139832 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 55109 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 9437 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5859 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58361 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74395 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207940.000000 Penalty: 52236.687500
Iteration 234Q: 84 clusters Score -5.820794e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17390 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111925 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127265 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146680 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 13665 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119172 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139814 members 
Mstep: Class 20 contains 10291 members 
Mstep: Class 21 contains 54936 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2959 members 
Mstep: Class 25 contains 9440 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2625 members 
Mstep: Class 28 contains 3094 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6044 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5808 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58406 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74645 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207836.000000 Penalty: 52236.687500
Iteration 235Q: 84 clusters Score -5.820784e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17391 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 111913 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127254 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146741 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119148 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139786 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 9439 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 3094 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5762 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58465 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 74918 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207844.000000 Penalty: 52236.687500
Iteration 236Q: 84 clusters Score -5.820784e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17392 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 111895 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127248 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146741 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 13657 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119134 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139755 members 
Mstep: Class 20 contains 10277 members 
Mstep: Class 21 contains 54576 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 9447 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2619 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5714 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58525 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 75284 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207976.000000 Penalty: 52236.687500
Iteration 237Q: 84 clusters Score -5.820798e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17391 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 111884 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127239 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146677 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 13655 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119130 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139727 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 54402 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2649 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5653 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58566 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 75700 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208148.000000 Penalty: 52236.687500
Iteration 238Q: 84 clusters Score -5.820815e+07 nChanged 1459
Entering ConstructFrom: 
Score: -58208148.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5310.907715 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5310.908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5355.729980 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5355.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5362.211426 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -5362.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5362.211426 Penalty: 412.466553
	Iteration 3F: 3 clusters Score -5362.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -1053352.125000 Penalty: 444.240875
	Iteration 0F: 2 clusters Score -1053352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1041824.812500 Penalty: 888.481750
	Iteration 0F: 3 clusters Score -1041825 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1046419.437500 Penalty: 888.481750
	Iteration 1F: 3 clusters Score -1046419 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1046614.312500 Penalty: 888.481750
	Iteration 2Q: 3 clusters Score -1046614 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1046832.375000 Penalty: 888.481750
	Iteration 3Q: 3 clusters Score -1046832 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1047117.375000 Penalty: 888.481750
	Iteration 4Q: 3 clusters Score -1047117 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1047498.875000 Penalty: 888.481750
	Iteration 5F: 3 clusters Score -1047499 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1048002.375000 Penalty: 888.481750
	Iteration 6F: 3 clusters Score -1048002 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1048679.500000 Penalty: 888.481750
	Iteration 7F: 3 clusters Score -1048680 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1049504.250000 Penalty: 888.481750
	Iteration 8F: 3 clusters Score -1049504 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1050323.875000 Penalty: 888.481750
	Iteration 9F: 3 clusters Score -1050324 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1050876.500000 Penalty: 888.481750
	Iteration 10Q: 3 clusters Score -1050876 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1051231.125000 Penalty: 888.481750
	Iteration 11Q: 3 clusters Score -1051231 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1051491.125000 Penalty: 888.481750
	Iteration 12Q: 3 clusters Score -1051491 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1051733.125000 Penalty: 888.481750
	Iteration 13Q: 3 clusters Score -1051733 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1051971.625000 Penalty: 888.481750
	Iteration 14Q: 3 clusters Score -1051972 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1052219.125000 Penalty: 888.481750
	Iteration 15Q: 3 clusters Score -1052219 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1052447.875000 Penalty: 888.481750
	Iteration 16Q: 3 clusters Score -1052448 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1052629.875000 Penalty: 888.481750
	Iteration 17Q: 3 clusters Score -1052630 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1052774.750000 Penalty: 888.481750
	Iteration 18Q: 3 clusters Score -1052775 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1052875.375000 Penalty: 888.481750
	Iteration 19Q: 3 clusters Score -1052875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1052933.875000 Penalty: 888.481750
	Iteration 20F: 3 clusters Score -1052934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1052980.125000 Penalty: 888.481750
	Iteration 21Q: 3 clusters Score -1052980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1053011.375000 Penalty: 888.481750
	Iteration 22Q: 3 clusters Score -1053011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1053036.500000 Penalty: 888.481750
	Iteration 23Q: 3 clusters Score -1053036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1053050.625000 Penalty: 888.481750
	Iteration 24Q: 3 clusters Score -1053051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1053064.000000 Penalty: 888.481750
	Iteration 25Q: 3 clusters Score -1053064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1053065.875000 Penalty: 888.481750
	Iteration 26Q: 3 clusters Score -1053066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1053067.750000 Penalty: 888.481750
	Iteration 27Q: 3 clusters Score -1053068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1053069.250000 Penalty: 888.481750
	Iteration 28Q: 3 clusters Score -1053069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1053068.625000 Penalty: 888.481750
	Iteration 29Q: 3 clusters Score -1053069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1053068.625000 Penalty: 888.481750
	Iteration 30F: 3 clusters Score -1053069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -527625.312500 Penalty: 412.911530
	Iteration 0F: 2 clusters Score -527625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -521760.468750 Penalty: 825.823059
	Iteration 0F: 3 clusters Score -521760.5 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -523923.250000 Penalty: 825.823059
	Iteration 1F: 3 clusters Score -523923.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -524037.437500 Penalty: 825.823059
	Iteration 2Q: 3 clusters Score -524037.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -524150.562500 Penalty: 825.823059
	Iteration 3Q: 3 clusters Score -524150.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -524303.625000 Penalty: 825.823059
	Iteration 4Q: 3 clusters Score -524303.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -524532.000000 Penalty: 825.823059
	Iteration 5F: 3 clusters Score -524532 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -524822.000000 Penalty: 825.823059
	Iteration 6F: 3 clusters Score -524822 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -525217.875000 Penalty: 825.823059
	Iteration 7F: 3 clusters Score -525217.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -525711.437500 Penalty: 825.823059
	Iteration 8F: 3 clusters Score -525711.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -526198.562500 Penalty: 825.823059
	Iteration 9F: 3 clusters Score -526198.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -526561.750000 Penalty: 825.823059
	Iteration 10F: 3 clusters Score -526561.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -526825.812500 Penalty: 825.823059
	Iteration 11Q: 3 clusters Score -526825.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -527005.125000 Penalty: 825.823059
	Iteration 12Q: 3 clusters Score -527005.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -527132.250000 Penalty: 825.823059
	Iteration 13Q: 3 clusters Score -527132.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -527184.437500 Penalty: 825.823059
	Iteration 14Q: 3 clusters Score -527184.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -527215.562500 Penalty: 825.823059
	Iteration 15Q: 3 clusters Score -527215.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -527242.500000 Penalty: 825.823059
	Iteration 16Q: 3 clusters Score -527242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -527267.500000 Penalty: 825.823059
	Iteration 17Q: 3 clusters Score -527267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -527281.062500 Penalty: 825.823059
	Iteration 18Q: 3 clusters Score -527281.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -527290.437500 Penalty: 825.823059
	Iteration 19Q: 3 clusters Score -527290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -527292.500000 Penalty: 825.823059
	Iteration 20F: 3 clusters Score -527292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -527295.312500 Penalty: 825.823059
	Iteration 21Q: 3 clusters Score -527295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -527300.437500 Penalty: 825.823059
	Iteration 22Q: 3 clusters Score -527300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -527304.062500 Penalty: 825.823059
	Iteration 23Q: 3 clusters Score -527304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -527307.437500 Penalty: 825.823059
	Iteration 24Q: 3 clusters Score -527307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -527314.562500 Penalty: 825.823059
	Iteration 25Q: 3 clusters Score -527314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -527315.375000 Penalty: 825.823059
	Iteration 26Q: 3 clusters Score -527315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -527315.937500 Penalty: 825.823059
	Iteration 27Q: 3 clusters Score -527315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -527315.937500 Penalty: 825.823059
	Iteration 28F: 3 clusters Score -527315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Entering Unmasked Estep 
Score: -6738878.500000 Penalty: 528.948242
	Iteration 0F: 2 clusters Score -6738878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -6665317.500000 Penalty: 1057.896484
	Iteration 0F: 3 clusters Score -6665318 nChanged 54747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -6699713.000000 Penalty: 1057.896484
	Iteration 1F: 3 clusters Score -6699713 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -6703026.500000 Penalty: 1057.896484
	Iteration 2Q: 3 clusters Score -6703026 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -6708667.000000 Penalty: 1057.896484
	Iteration 3F: 3 clusters Score -6708667 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -6716540.000000 Penalty: 1057.896484
	Iteration 4F: 3 clusters Score -6716540 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -6723303.000000 Penalty: 1057.896484
	Iteration 5F: 3 clusters Score -6723303 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -6726196.500000 Penalty: 1057.896484
	Iteration 6F: 3 clusters Score -6726196 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -6727269.000000 Penalty: 1057.896484
	Iteration 7Q: 3 clusters Score -6727269 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -6727890.500000 Penalty: 1057.896484
	Iteration 8Q: 3 clusters Score -6727890 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -6728329.500000 Penalty: 1057.896484
	Iteration 9Q: 3 clusters Score -6728330 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6728900 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6729417 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6729988 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6730524 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6730978 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6731421 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -6731712.000000 Penalty: 1057.896484
	Iteration 16Q: 3 clusters Score -6731712 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6731908 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -6732062.500000 Penalty: 1057.896484
	Iteration 18Q: 3 clusters Score -6732062 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6732186 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -6732215.500000 Penalty: 1057.896484
	Iteration 20F: 3 clusters Score -6732216 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6732288.500000 Penalty: 1057.896484
	Iteration 21Q: 3 clusters Score -6732288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -6732304.500000 Penalty: 1057.896484
	Iteration 22Q: 3 clusters Score -6732304 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -6732344.000000 Penalty: 1057.896484
	Iteration 23Q: 3 clusters Score -6732344 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6732336 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -6732383.000000 Penalty: 1057.896484
	Iteration 25Q: 3 clusters Score -6732383 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -6732413.000000 Penalty: 1057.896484
	Iteration 26Q: 3 clusters Score -6732413 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -6732419.000000 Penalty: 1057.896484
	Iteration 27Q: 3 clusters Score -6732419 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -6732408.500000 Penalty: 1057.896484
	Iteration 28Q: 3 clusters Score -6732408 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -6732417.500000 Penalty: 1057.896484
	Iteration 29Q: 3 clusters Score -6732418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -6732453.000000 Penalty: 1057.896484
	Iteration 30Q: 3 clusters Score -6732453 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -6732438.500000 Penalty: 1057.896484
	Iteration 31Q: 3 clusters Score -6732438 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -6732431.000000 Penalty: 1057.896484
	Iteration 32Q: 3 clusters Score -6732431 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -6732455.000000 Penalty: 1057.896484
	Iteration 33Q: 3 clusters Score -6732455 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -6732435.500000 Penalty: 1057.896484
	Iteration 34Q: 3 clusters Score -6732436 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6732436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -6732410.000000 Penalty: 1057.896484
	Iteration 36Q: 3 clusters Score -6732410 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -6732395.500000 Penalty: 1057.896484
	Iteration 37Q: 3 clusters Score -6732396 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6732396 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -6732400.500000 Penalty: 1057.896484
	Iteration 39Q: 3 clusters Score -6732400 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -6732403.000000 Penalty: 1057.896484
	Iteration 40F: 3 clusters Score -6732403 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -6732383.500000 Penalty: 1057.896484
	Iteration 41Q: 3 clusters Score -6732384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -6732387.000000 Penalty: 1057.896484
	Iteration 42Q: 3 clusters Score -6732387 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -6732375.500000 Penalty: 1057.896484
	Iteration 43Q: 3 clusters Score -6732376 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -6732338.500000 Penalty: 1057.896484
	Iteration 44Q: 3 clusters Score -6732338 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -6732350.500000 Penalty: 1057.896484
	Iteration 45Q: 3 clusters Score -6732350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6732354 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -6732340.500000 Penalty: 1057.896484
	Iteration 47Q: 3 clusters Score -6732340 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -6732334.500000 Penalty: 1057.896484
	Iteration 48Q: 3 clusters Score -6732334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6732318.500000 Penalty: 1057.896484
	Iteration 49Q: 3 clusters Score -6732318 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -6732323.500000 Penalty: 1057.896484
	Iteration 50Q: 3 clusters Score -6732324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6732316.500000 Penalty: 1057.896484
	Iteration 51Q: 3 clusters Score -6732316 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -6732322.000000 Penalty: 1057.896484
	Iteration 52Q: 3 clusters Score -6732322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6732341.000000 Penalty: 1057.896484
	Iteration 53Q: 3 clusters Score -6732341 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -6732360.000000 Penalty: 1057.896484
	Iteration 54Q: 3 clusters Score -6732360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -6732357.000000 Penalty: 1057.896484
	Iteration 55Q: 3 clusters Score -6732357 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6732360 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6732404.500000 Penalty: 1057.896484
	Iteration 57Q: 3 clusters Score -6732404 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6732393.000000 Penalty: 1057.896484
	Iteration 58Q: 3 clusters Score -6732393 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6732394 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6732380.500000 Penalty: 1057.896484
	Iteration 60F: 3 clusters Score -6732380 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6732396 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -6732422.000000 Penalty: 1057.896484
	Iteration 62Q: 3 clusters Score -6732422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6732409.500000 Penalty: 1057.896484
	Iteration 63Q: 3 clusters Score -6732410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6732388.500000 Penalty: 1057.896484
	Iteration 64Q: 3 clusters Score -6732388 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6732407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6732403.000000 Penalty: 1057.896484
	Iteration 66Q: 3 clusters Score -6732403 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6732406.000000 Penalty: 1057.896484
	Iteration 67Q: 3 clusters Score -6732406 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6732421.000000 Penalty: 1057.896484
	Iteration 68Q: 3 clusters Score -6732421 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6732421 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6732418.500000 Penalty: 1057.896484
	Iteration 70Q: 3 clusters Score -6732418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6732407 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6732400 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6732432.000000 Penalty: 1057.896484
	Iteration 73Q: 3 clusters Score -6732432 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6732441.500000 Penalty: 1057.896484
	Iteration 74Q: 3 clusters Score -6732442 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6732472 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6732452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -6732462.500000 Penalty: 1057.896484
	Iteration 77Q: 3 clusters Score -6732462 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -6732469.500000 Penalty: 1057.896484
	Iteration 78Q: 3 clusters Score -6732470 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6732469 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -6732486.500000 Penalty: 1057.896484
	Iteration 80F: 3 clusters Score -6732486 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6732509.000000 Penalty: 1057.896484
	Iteration 81Q: 3 clusters Score -6732509 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6732547 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -6732582.500000 Penalty: 1057.896484
	Iteration 83Q: 3 clusters Score -6732582 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6732607 nChanged 534
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6732651 nChanged 531
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Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6732684 nChanged 556
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6732686 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6732722 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6732788 nChanged 637
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6732852 nChanged 665
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Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6732928 nChanged 721
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Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6732958 nChanged 798
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6733048 nChanged 777
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6733119 nChanged 800
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Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6733168 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6733252 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6733331 nChanged 988
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Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6733438 nChanged 1061
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Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6733576 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6733739.500000 Penalty: 1057.896484
	Iteration 100F: 3 clusters Score -6733740 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6733871 nChanged 1154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6734021 nChanged 1161
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	Iteration 195Q: 3 clusters Score -6738476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6738483.000000 Penalty: 1057.896484
	Iteration 196Q: 3 clusters Score -6738483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6738473.500000 Penalty: 1057.896484
	Iteration 197Q: 3 clusters Score -6738474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6738473.500000 Penalty: 1057.896484
	Iteration 198Q: 3 clusters Score -6738474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6738473.500000 Penalty: 1057.896484
	Iteration 199Q: 3 clusters Score -6738474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6738476.000000 Penalty: 1057.896484
	Iteration 200F: 3 clusters Score -6738476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6738477.000000 Penalty: 1057.896484
	Iteration 201Q: 3 clusters Score -6738477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109411 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6738480.500000 Penalty: 1057.896484
	Iteration 202Q: 3 clusters Score -6738480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6738478.500000 Penalty: 1057.896484
	Iteration 203Q: 3 clusters Score -6738478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6738473.000000 Penalty: 1057.896484
	Iteration 204Q: 3 clusters Score -6738473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109426 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6738475.000000 Penalty: 1057.896484
	Iteration 205Q: 3 clusters Score -6738475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6738470.000000 Penalty: 1057.896484
	Iteration 206Q: 3 clusters Score -6738470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109436 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6738473.500000 Penalty: 1057.896484
	Iteration 207Q: 3 clusters Score -6738474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6738475.000000 Penalty: 1057.896484
	Iteration 208Q: 3 clusters Score -6738475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6738474.000000 Penalty: 1057.896484
	Iteration 209Q: 3 clusters Score -6738474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6738475.500000 Penalty: 1057.896484
	Iteration 210Q: 3 clusters Score -6738476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6738475.500000 Penalty: 1057.896484
	Iteration 211F: 3 clusters Score -6738476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -257802.859375 Penalty: 381.487793
	Iteration 0F: 2 clusters Score -257802.9 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 2168 members 
Entering Unmasked Estep 
Score: -254830.546875 Penalty: 762.975586
	Iteration 0F: 3 clusters Score -254830.5 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -255921.718750 Penalty: 762.975586
	Iteration 1F: 3 clusters Score -255921.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -256063.187500 Penalty: 762.975586
	Iteration 2F: 3 clusters Score -256063.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -256202.296875 Penalty: 762.975586
	Iteration 3F: 3 clusters Score -256202.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -256354.984375 Penalty: 762.975586
	Iteration 4F: 3 clusters Score -256355 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -256535.734375 Penalty: 762.975586
	Iteration 5F: 3 clusters Score -256535.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -256720.171875 Penalty: 762.975586
	Iteration 6F: 3 clusters Score -256720.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -256896.484375 Penalty: 762.975586
	Iteration 7F: 3 clusters Score -256896.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -257032.156250 Penalty: 762.975586
	Iteration 8Q: 3 clusters Score -257032.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -257115.203125 Penalty: 762.975586
	Iteration 9Q: 3 clusters Score -257115.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -257172.875000 Penalty: 762.975586
	Iteration 10Q: 3 clusters Score -257172.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -257208.437500 Penalty: 762.975586
	Iteration 11Q: 3 clusters Score -257208.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -257229.281250 Penalty: 762.975586
	Iteration 12Q: 3 clusters Score -257229.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -257243.187500 Penalty: 762.975586
	Iteration 13Q: 3 clusters Score -257243.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -257254.703125 Penalty: 762.975586
	Iteration 14Q: 3 clusters Score -257254.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257268.703125 Penalty: 762.975586
	Iteration 15Q: 3 clusters Score -257268.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257280.359375 Penalty: 762.975586
	Iteration 16Q: 3 clusters Score -257280.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257289.984375 Penalty: 762.975586
	Iteration 17Q: 3 clusters Score -257290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257298.062500 Penalty: 762.975586
	Iteration 18Q: 3 clusters Score -257298.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257304.812500 Penalty: 762.975586
	Iteration 19Q: 3 clusters Score -257304.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -257312.921875 Penalty: 762.975586
	Iteration 20F: 3 clusters Score -257312.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -257319.078125 Penalty: 762.975586
	Iteration 21Q: 3 clusters Score -257319.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257324.125000 Penalty: 762.975586
	Iteration 22Q: 3 clusters Score -257324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -257329.734375 Penalty: 762.975586
	Iteration 23Q: 3 clusters Score -257329.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -257338.375000 Penalty: 762.975586
	Iteration 24Q: 3 clusters Score -257338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -257346.203125 Penalty: 762.975586
	Iteration 25Q: 3 clusters Score -257346.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257353.625000 Penalty: 762.975586
	Iteration 26Q: 3 clusters Score -257353.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257359.625000 Penalty: 762.975586
	Iteration 27Q: 3 clusters Score -257359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -257365.515625 Penalty: 762.975586
	Iteration 28Q: 3 clusters Score -257365.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -257369.156250 Penalty: 762.975586
	Iteration 29Q: 3 clusters Score -257369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257372.390625 Penalty: 762.975586
	Iteration 30Q: 3 clusters Score -257372.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -257377.296875 Penalty: 762.975586
	Iteration 31Q: 3 clusters Score -257377.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -257383.125000 Penalty: 762.975586
	Iteration 32Q: 3 clusters Score -257383.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -257388.453125 Penalty: 762.975586
	Iteration 33Q: 3 clusters Score -257388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -257393.171875 Penalty: 762.975586
	Iteration 34Q: 3 clusters Score -257393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -257396.875000 Penalty: 762.975586
	Iteration 35Q: 3 clusters Score -257396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -257398.828125 Penalty: 762.975586
	Iteration 36Q: 3 clusters Score -257398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -257400.500000 Penalty: 762.975586
	Iteration 37Q: 3 clusters Score -257400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -257402.156250 Penalty: 762.975586
	Iteration 38Q: 3 clusters Score -257402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -257403.437500 Penalty: 762.975586
	Iteration 39Q: 3 clusters Score -257403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -257404.187500 Penalty: 762.975586
	Iteration 40F: 3 clusters Score -257404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -257404.781250 Penalty: 762.975586
	Iteration 41Q: 3 clusters Score -257404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -257405.343750 Penalty: 762.975586
	Iteration 42Q: 3 clusters Score -257405.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -257405.437500 Penalty: 762.975586
	Iteration 43Q: 3 clusters Score -257405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -257406.593750 Penalty: 762.975586
	Iteration 44Q: 3 clusters Score -257406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -257408.000000 Penalty: 762.975586
	Iteration 45Q: 3 clusters Score -257408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -257408.640625 Penalty: 762.975586
	Iteration 46Q: 3 clusters Score -257408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -257410.640625 Penalty: 762.975586
	Iteration 47Q: 3 clusters Score -257410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -257412.000000 Penalty: 762.975586
	Iteration 48Q: 3 clusters Score -257412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -257413.218750 Penalty: 762.975586
	Iteration 49Q: 3 clusters Score -257413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -257415.015625 Penalty: 762.975586
	Iteration 50Q: 3 clusters Score -257415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -257416.234375 Penalty: 762.975586
	Iteration 51Q: 3 clusters Score -257416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -257417.859375 Penalty: 762.975586
	Iteration 52Q: 3 clusters Score -257417.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -257418.421875 Penalty: 762.975586
	Iteration 53Q: 3 clusters Score -257418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -257419.515625 Penalty: 762.975586
	Iteration 54Q: 3 clusters Score -257419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -257420.921875 Penalty: 762.975586
	Iteration 55Q: 3 clusters Score -257420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -257423.781250 Penalty: 762.975586
	Iteration 56Q: 3 clusters Score -257423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -257427.156250 Penalty: 762.975586
	Iteration 57Q: 3 clusters Score -257427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -257430.000000 Penalty: 762.975586
	Iteration 58Q: 3 clusters Score -257430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -257433.609375 Penalty: 762.975586
	Iteration 59Q: 3 clusters Score -257433.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -257438.421875 Penalty: 762.975586
	Iteration 60F: 3 clusters Score -257438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -257439.843750 Penalty: 762.975586
	Iteration 61Q: 3 clusters Score -257439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -257440.640625 Penalty: 762.975586
	Iteration 62Q: 3 clusters Score -257440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -257441.203125 Penalty: 762.975586
	Iteration 63Q: 3 clusters Score -257441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -257441.640625 Penalty: 762.975586
	Iteration 64Q: 3 clusters Score -257441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -257443.187500 Penalty: 762.975586
	Iteration 65Q: 3 clusters Score -257443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -257443.140625 Penalty: 762.975586
	Iteration 66Q: 3 clusters Score -257443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -257444.140625 Penalty: 762.975586
	Iteration 67Q: 3 clusters Score -257444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -257445.125000 Penalty: 762.975586
	Iteration 68Q: 3 clusters Score -257445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -257446.640625 Penalty: 762.975586
	Iteration 69Q: 3 clusters Score -257446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -257447.671875 Penalty: 762.975586
	Iteration 70Q: 3 clusters Score -257447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -257448.890625 Penalty: 762.975586
	Iteration 71Q: 3 clusters Score -257448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -257450.640625 Penalty: 762.975586
	Iteration 72Q: 3 clusters Score -257450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -257450.843750 Penalty: 762.975586
	Iteration 73Q: 3 clusters Score -257450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -257451.640625 Penalty: 762.975586
	Iteration 74Q: 3 clusters Score -257451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -257451.984375 Penalty: 762.975586
	Iteration 75Q: 3 clusters Score -257452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -257453.078125 Penalty: 762.975586
	Iteration 76Q: 3 clusters Score -257453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -257452.921875 Penalty: 762.975586
	Iteration 77Q: 3 clusters Score -257452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -257452.921875 Penalty: 762.975586
	Iteration 78F: 3 clusters Score -257452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46196.351562 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46196.35 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46510.679688 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46510.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -46615.019531 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46615.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46673.945312 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46673.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -46705.523438 Penalty: 605.995789
	Iteration 4Q: 3 clusters Score -46705.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -46717.707031 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46717.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -46722.750000 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46722.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46724.687500 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46724.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46724.687500 Penalty: 605.995789
	Iteration 8F: 3 clusters Score -46724.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6927.842773 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6927.843 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7066.216309 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7066.216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7121.029785 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7121.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7139.304688 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7139.305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7145.879883 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7145.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7149.383301 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7149.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7151.387695 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7151.388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7155.587402 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7155.587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7164.538574 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7164.539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7166.940430 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7166.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7167.222168 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7167.222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7167.222168 Penalty: 531.762573
	Iteration 11F: 3 clusters Score -7167.222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127219 members 
Entering Unmasked Estep 
Score: -7491771.000000 Penalty: 534.791748
	Iteration 0F: 2 clusters Score -7491771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -7406435.000000 Penalty: 1069.583496
	Iteration 0F: 3 clusters Score -7406435 nChanged 62007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -7444135.500000 Penalty: 1069.583496
	Iteration 1F: 3 clusters Score -7444136 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -7447471.000000 Penalty: 1069.583496
	Iteration 2F: 3 clusters Score -7447471 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -7452215.500000 Penalty: 1069.583496
	Iteration 3F: 3 clusters Score -7452216 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -7458078.000000 Penalty: 1069.583496
	Iteration 4F: 3 clusters Score -7458078 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -7464206.500000 Penalty: 1069.583496
	Iteration 5F: 3 clusters Score -7464206 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -7469318.500000 Penalty: 1069.583496
	Iteration 6F: 3 clusters Score -7469318 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -7472161.500000 Penalty: 1069.583496
	Iteration 7Q: 3 clusters Score -7472162 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -7473325.500000 Penalty: 1069.583496
	Iteration 8Q: 3 clusters Score -7473326 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -7473749.000000 Penalty: 1069.583496
	Iteration 9Q: 3 clusters Score -7473749 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -7474095.500000 Penalty: 1069.583496
	Iteration 10Q: 3 clusters Score -7474096 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7474427.500000 Penalty: 1069.583496
	Iteration 11Q: 3 clusters Score -7474428 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -7474745.000000 Penalty: 1069.583496
	Iteration 12Q: 3 clusters Score -7474745 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -7475091.500000 Penalty: 1069.583496
	Iteration 13Q: 3 clusters Score -7475092 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7475519.500000 Penalty: 1069.583496
	Iteration 14Q: 3 clusters Score -7475520 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -7476002.000000 Penalty: 1069.583496
	Iteration 15Q: 3 clusters Score -7476002 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7476469.500000 Penalty: 1069.583496
	Iteration 16Q: 3 clusters Score -7476470 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -7477092.000000 Penalty: 1069.583496
	Iteration 17Q: 3 clusters Score -7477092 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -7477655.000000 Penalty: 1069.583496
	Iteration 18Q: 3 clusters Score -7477655 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -7478180.500000 Penalty: 1069.583496
	Iteration 19Q: 3 clusters Score -7478180 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -7478596.000000 Penalty: 1069.583496
	Iteration 20F: 3 clusters Score -7478596 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -7479095.000000 Penalty: 1069.583496
	Iteration 21Q: 3 clusters Score -7479095 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -7479519.500000 Penalty: 1069.583496
	Iteration 22Q: 3 clusters Score -7479520 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -7479926.000000 Penalty: 1069.583496
	Iteration 23Q: 3 clusters Score -7479926 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -7480284.000000 Penalty: 1069.583496
	Iteration 24Q: 3 clusters Score -7480284 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -7480628.500000 Penalty: 1069.583496
	Iteration 25Q: 3 clusters Score -7480628 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7480936.500000 Penalty: 1069.583496
	Iteration 26Q: 3 clusters Score -7480936 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7481270.500000 Penalty: 1069.583496
	Iteration 27Q: 3 clusters Score -7481270 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7481608.000000 Penalty: 1069.583496
	Iteration 28Q: 3 clusters Score -7481608 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -7481846.000000 Penalty: 1069.583496
	Iteration 29Q: 3 clusters Score -7481846 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -7482193.000000 Penalty: 1069.583496
	Iteration 30Q: 3 clusters Score -7482193 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -7482524.500000 Penalty: 1069.583496
	Iteration 31Q: 3 clusters Score -7482524 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7482928.000000 Penalty: 1069.583496
	Iteration 32Q: 3 clusters Score -7482928 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -7483326.000000 Penalty: 1069.583496
	Iteration 33Q: 3 clusters Score -7483326 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7483764.000000 Penalty: 1069.583496
	Iteration 34Q: 3 clusters Score -7483764 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -7484175.000000 Penalty: 1069.583496
	Iteration 35Q: 3 clusters Score -7484175 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -7484671.000000 Penalty: 1069.583496
	Iteration 36Q: 3 clusters Score -7484671 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -7485166.500000 Penalty: 1069.583496
	Iteration 37Q: 3 clusters Score -7485166 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -7485672.500000 Penalty: 1069.583496
	Iteration 38Q: 3 clusters Score -7485672 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -7486209.500000 Penalty: 1069.583496
	Iteration 39Q: 3 clusters Score -7486210 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -7486661.000000 Penalty: 1069.583496
	Iteration 40F: 3 clusters Score -7486661 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -7487143.000000 Penalty: 1069.583496
	Iteration 41Q: 3 clusters Score -7487143 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111091 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -7487617.500000 Penalty: 1069.583496
	Iteration 42Q: 3 clusters Score -7487618 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112671 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -7488154.500000 Penalty: 1069.583496
	Iteration 43Q: 3 clusters Score -7488154 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -7488561.500000 Penalty: 1069.583496
	Iteration 44Q: 3 clusters Score -7488562 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115604 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -7488917.500000 Penalty: 1069.583496
	Iteration 45Q: 3 clusters Score -7488918 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116946 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7489288.500000 Penalty: 1069.583496
	Iteration 46Q: 3 clusters Score -7489288 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -7489665.500000 Penalty: 1069.583496
	Iteration 47Q: 3 clusters Score -7489666 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -7489976.500000 Penalty: 1069.583496
	Iteration 48Q: 3 clusters Score -7489976 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120317 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7490237.500000 Penalty: 1069.583496
	Iteration 49Q: 3 clusters Score -7490238 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121216 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -7490507.500000 Penalty: 1069.583496
	Iteration 50Q: 3 clusters Score -7490508 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7490742.000000 Penalty: 1069.583496
	Iteration 51Q: 3 clusters Score -7490742 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122680 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7490889.000000 Penalty: 1069.583496
	Iteration 52Q: 3 clusters Score -7490889 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7491088.000000 Penalty: 1069.583496
	Iteration 53Q: 3 clusters Score -7491088 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7491181.500000 Penalty: 1069.583496
	Iteration 54Q: 3 clusters Score -7491182 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7491300.000000 Penalty: 1069.583496
	Iteration 55Q: 3 clusters Score -7491300 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7491392.000000 Penalty: 1069.583496
	Iteration 56Q: 3 clusters Score -7491392 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124821 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7491435.000000 Penalty: 1069.583496
	Iteration 57Q: 3 clusters Score -7491435 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7491465.500000 Penalty: 1069.583496
	Iteration 58Q: 3 clusters Score -7491466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7491509.500000 Penalty: 1069.583496
	Iteration 59Q: 3 clusters Score -7491510 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7491554.000000 Penalty: 1069.583496
	Iteration 60F: 3 clusters Score -7491554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7491564.500000 Penalty: 1069.583496
	Iteration 61Q: 3 clusters Score -7491564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7491624.000000 Penalty: 1069.583496
	Iteration 62Q: 3 clusters Score -7491624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7491629.500000 Penalty: 1069.583496
	Iteration 63Q: 3 clusters Score -7491630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7491659.000000 Penalty: 1069.583496
	Iteration 64Q: 3 clusters Score -7491659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7491683.500000 Penalty: 1069.583496
	Iteration 65Q: 3 clusters Score -7491684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7491688.500000 Penalty: 1069.583496
	Iteration 66Q: 3 clusters Score -7491688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7491710.500000 Penalty: 1069.583496
	Iteration 67Q: 3 clusters Score -7491710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7491723.000000 Penalty: 1069.583496
	Iteration 68Q: 3 clusters Score -7491723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7491719.500000 Penalty: 1069.583496
	Iteration 69Q: 3 clusters Score -7491720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7491716.000000 Penalty: 1069.583496
	Iteration 70Q: 3 clusters Score -7491716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7491718.000000 Penalty: 1069.583496
	Iteration 71Q: 3 clusters Score -7491718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126274 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7491706.500000 Penalty: 1069.583496
	Iteration 72Q: 3 clusters Score -7491706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126301 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7491706.000000 Penalty: 1069.583496
	Iteration 73Q: 3 clusters Score -7491706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7491707.500000 Penalty: 1069.583496
	Iteration 74Q: 3 clusters Score -7491708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7491710.500000 Penalty: 1069.583496
	Iteration 75Q: 3 clusters Score -7491710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126365 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7491699.500000 Penalty: 1069.583496
	Iteration 76Q: 3 clusters Score -7491700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7491707.500000 Penalty: 1069.583496
	Iteration 77Q: 3 clusters Score -7491708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7491701.000000 Penalty: 1069.583496
	Iteration 78Q: 3 clusters Score -7491701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7491698.500000 Penalty: 1069.583496
	Iteration 79Q: 3 clusters Score -7491698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7491698.500000 Penalty: 1069.583496
	Iteration 80F: 3 clusters Score -7491698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7491700.500000 Penalty: 1069.583496
	Iteration 81Q: 3 clusters Score -7491700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7491695.500000 Penalty: 1069.583496
	Iteration 82Q: 3 clusters Score -7491696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126417 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7491692.500000 Penalty: 1069.583496
	Iteration 83Q: 3 clusters Score -7491692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7491690.500000 Penalty: 1069.583496
	Iteration 84Q: 3 clusters Score -7491690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7491687.000000 Penalty: 1069.583496
	Iteration 85Q: 3 clusters Score -7491687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7491687.500000 Penalty: 1069.583496
	Iteration 86Q: 3 clusters Score -7491688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7491685.000000 Penalty: 1069.583496
	Iteration 87Q: 3 clusters Score -7491685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7491688.000000 Penalty: 1069.583496
	Iteration 88Q: 3 clusters Score -7491688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7491692.000000 Penalty: 1069.583496
	Iteration 89Q: 3 clusters Score -7491692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126456 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7491693.500000 Penalty: 1069.583496
	Iteration 90Q: 3 clusters Score -7491694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7491690.500000 Penalty: 1069.583496
	Iteration 91Q: 3 clusters Score -7491690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7491690.500000 Penalty: 1069.583496
	Iteration 92F: 3 clusters Score -7491690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24479.158203 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24479.16 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24700.441406 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24700.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24764.777344 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24764.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24817.248047 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24817.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24829.580078 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -24829.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24841.318359 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -24841.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24848.591797 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -24848.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24850.310547 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -24850.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24852.937500 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -24852.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24858.416016 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -24858.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24862.525391 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -24862.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24867.890625 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -24867.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24871.333984 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -24871.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24877.046875 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -24877.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24882.695312 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -24882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24884.496094 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -24884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24895.464844 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -24895.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24906.191406 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -24906.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24916.861328 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -24916.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24926.958984 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -24926.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24930.349609 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -24930.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24932.921875 Penalty: 552.647095
	Iteration 21Q: 3 clusters Score -24932.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24933.863281 Penalty: 552.647095
	Iteration 22Q: 3 clusters Score -24933.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24934.019531 Penalty: 552.647095
	Iteration 23Q: 3 clusters Score -24934.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24934.019531 Penalty: 552.647095
	Iteration 24F: 3 clusters Score -24934.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 165 members 
Entering Unmasked Estep 
Score: -58207740.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58208148.000000 to -58207740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 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 172 members 
Entering Unmasked Estep 
Score: -22159.986328 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22159.99 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22359.060547 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22359.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22411.519531 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22411.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22456.396484 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22479.517578 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22479.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22486.816406 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22486.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22490.814453 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22490.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22494.658203 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22494.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22496.302734 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22496.302734 Penalty: 541.745117
	Iteration 9F: 3 clusters Score -22496.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Entering Unmasked Estep 
Score: -8813403.000000 Penalty: 541.233643
	Iteration 0F: 2 clusters Score -8813403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -8720727.000000 Penalty: 1082.467285
	Iteration 0F: 3 clusters Score -8720727 nChanged 71988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -8770429.000000 Penalty: 1082.467285
	Iteration 1F: 3 clusters Score -8770429 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -8778280.000000 Penalty: 1082.467285
	Iteration 2F: 3 clusters Score -8778280 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8788072.000000 Penalty: 1082.467285
	Iteration 3F: 3 clusters Score -8788072 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -8796843.000000 Penalty: 1082.467285
	Iteration 4F: 3 clusters Score -8796843 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8802369.000000 Penalty: 1082.467285
	Iteration 5F: 3 clusters Score -8802369 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -8805537.000000 Penalty: 1082.467285
	Iteration 6Q: 3 clusters Score -8805537 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -8807441.000000 Penalty: 1082.467285
	Iteration 7Q: 3 clusters Score -8807441 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -8808497.000000 Penalty: 1082.467285
	Iteration 8Q: 3 clusters Score -8808497 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -8809194.000000 Penalty: 1082.467285
	Iteration 9Q: 3 clusters Score -8809194 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -8809676.000000 Penalty: 1082.467285
	Iteration 10Q: 3 clusters Score -8809676 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -8810009.000000 Penalty: 1082.467285
	Iteration 11Q: 3 clusters Score -8810009 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8810280 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8810606 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8810841 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8811085 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8811300 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8811514.000000 Penalty: 1082.467285
	Iteration 17Q: 3 clusters Score -8811514 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8811688 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124315 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8811885 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -8812018.000000 Penalty: 1082.467285
	Iteration 20F: 3 clusters Score -8812018 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8812195.000000 Penalty: 1082.467285
	Iteration 21Q: 3 clusters Score -8812195 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8812357.000000 Penalty: 1082.467285
	Iteration 22Q: 3 clusters Score -8812357 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8812574 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8812798.000000 Penalty: 1082.467285
	Iteration 24Q: 3 clusters Score -8812798 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -8812971.000000 Penalty: 1082.467285
	Iteration 25Q: 3 clusters Score -8812971 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -8813145.000000 Penalty: 1082.467285
	Iteration 26Q: 3 clusters Score -8813145 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -8813323.000000 Penalty: 1082.467285
	Iteration 27Q: 3 clusters Score -8813323 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8813530.000000 Penalty: 1082.467285
	Iteration 28Q: 3 clusters Score -8813530 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -8813677.000000 Penalty: 1082.467285
	Iteration 29Q: 3 clusters Score -8813677 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -8813806.000000 Penalty: 1082.467285
	Iteration 30Q: 3 clusters Score -8813806 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -8813915.000000 Penalty: 1082.467285
	Iteration 31Q: 3 clusters Score -8813915 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -8813940.000000 Penalty: 1082.467285
	Iteration 32Q: 3 clusters Score -8813940 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8814010.000000 Penalty: 1082.467285
	Iteration 33Q: 3 clusters Score -8814010 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -8814046.000000 Penalty: 1082.467285
	Iteration 34Q: 3 clusters Score -8814046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8814053.000000 Penalty: 1082.467285
	Iteration 35Q: 3 clusters Score -8814053 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8814054.000000 Penalty: 1082.467285
	Iteration 36Q: 3 clusters Score -8814054 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8814029.000000 Penalty: 1082.467285
	Iteration 37Q: 3 clusters Score -8814029 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -8814035.000000 Penalty: 1082.467285
	Iteration 38Q: 3 clusters Score -8814035 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8814000.000000 Penalty: 1082.467285
	Iteration 39Q: 3 clusters Score -8814000 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128568 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -8813956.000000 Penalty: 1082.467285
	Iteration 40F: 3 clusters Score -8813956 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128766 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -8813950.000000 Penalty: 1082.467285
	Iteration 41Q: 3 clusters Score -8813950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8813931.000000 Penalty: 1082.467285
	Iteration 42Q: 3 clusters Score -8813931 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -8813923.000000 Penalty: 1082.467285
	Iteration 43Q: 3 clusters Score -8813923 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129393 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -8813916.000000 Penalty: 1082.467285
	Iteration 44Q: 3 clusters Score -8813916 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -8813905.000000 Penalty: 1082.467285
	Iteration 45Q: 3 clusters Score -8813905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -8813908.000000 Penalty: 1082.467285
	Iteration 46Q: 3 clusters Score -8813908 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -8813890.000000 Penalty: 1082.467285
	Iteration 47Q: 3 clusters Score -8813890 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -8813888.000000 Penalty: 1082.467285
	Iteration 48Q: 3 clusters Score -8813888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130169 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -8813867.000000 Penalty: 1082.467285
	Iteration 49Q: 3 clusters Score -8813867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8813846.000000 Penalty: 1082.467285
	Iteration 50Q: 3 clusters Score -8813846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -8813828.000000 Penalty: 1082.467285
	Iteration 51Q: 3 clusters Score -8813828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -8813804.000000 Penalty: 1082.467285
	Iteration 52Q: 3 clusters Score -8813804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130725 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -8813802.000000 Penalty: 1082.467285
	Iteration 53Q: 3 clusters Score -8813802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -8813771.000000 Penalty: 1082.467285
	Iteration 54Q: 3 clusters Score -8813771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -8813765.000000 Penalty: 1082.467285
	Iteration 55Q: 3 clusters Score -8813765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -8813750.000000 Penalty: 1082.467285
	Iteration 56Q: 3 clusters Score -8813750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -8813726.000000 Penalty: 1082.467285
	Iteration 57Q: 3 clusters Score -8813726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -8813724.000000 Penalty: 1082.467285
	Iteration 58Q: 3 clusters Score -8813724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8813714.000000 Penalty: 1082.467285
	Iteration 59Q: 3 clusters Score -8813714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -8813708.000000 Penalty: 1082.467285
	Iteration 60F: 3 clusters Score -8813708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -8813700.000000 Penalty: 1082.467285
	Iteration 61Q: 3 clusters Score -8813700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -8813697.000000 Penalty: 1082.467285
	Iteration 62Q: 3 clusters Score -8813697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -8813696.000000 Penalty: 1082.467285
	Iteration 63Q: 3 clusters Score -8813696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -8813675.000000 Penalty: 1082.467285
	Iteration 64Q: 3 clusters Score -8813675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131678 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8813669 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131739 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8813665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -8813646.000000 Penalty: 1082.467285
	Iteration 67Q: 3 clusters Score -8813646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -8813652.000000 Penalty: 1082.467285
	Iteration 68Q: 3 clusters Score -8813652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8813644.000000 Penalty: 1082.467285
	Iteration 69Q: 3 clusters Score -8813644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -8813633.000000 Penalty: 1082.467285
	Iteration 70Q: 3 clusters Score -8813633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -8813596.000000 Penalty: 1082.467285
	Iteration 71Q: 3 clusters Score -8813596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -8813600.000000 Penalty: 1082.467285
	Iteration 72Q: 3 clusters Score -8813600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -8813583.000000 Penalty: 1082.467285
	Iteration 73Q: 3 clusters Score -8813583 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132437 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -8813581.000000 Penalty: 1082.467285
	Iteration 74Q: 3 clusters Score -8813581 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132534 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -8813563.000000 Penalty: 1082.467285
	Iteration 75Q: 3 clusters Score -8813563 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132625 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -8813575.000000 Penalty: 1082.467285
	Iteration 76Q: 3 clusters Score -8813575 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -8813564.000000 Penalty: 1082.467285
	Iteration 77Q: 3 clusters Score -8813564 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -8813572.000000 Penalty: 1082.467285
	Iteration 78Q: 3 clusters Score -8813572 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -8813552.000000 Penalty: 1082.467285
	Iteration 79Q: 3 clusters Score -8813552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132991 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8813556.000000 Penalty: 1082.467285
	Iteration 80F: 3 clusters Score -8813556 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -8813577.000000 Penalty: 1082.467285
	Iteration 81Q: 3 clusters Score -8813577 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -8813578.000000 Penalty: 1082.467285
	Iteration 82Q: 3 clusters Score -8813578 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133199 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8813588 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -8813576.000000 Penalty: 1082.467285
	Iteration 84Q: 3 clusters Score -8813576 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -8813581.000000 Penalty: 1082.467285
	Iteration 85Q: 3 clusters Score -8813581 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -8813590.000000 Penalty: 1082.467285
	Iteration 86Q: 3 clusters Score -8813590 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133414 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8813585 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8813589 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8813574 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8813585 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8813577 nChanged 51
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Mstep: Class 1 contains 133672 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8813568 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8813570 nChanged 51
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Mstep: Class 1 contains 133768 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8813569 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -8813564.000000 Penalty: 1082.467285
	Iteration 95Q: 3 clusters Score -8813564 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133871 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -8813561.000000 Penalty: 1082.467285
	Iteration 96Q: 3 clusters Score -8813561 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133919 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8813572 nChanged 60
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Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8813550 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134028 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8813538 nChanged 54
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Entering Unmasked Estep 
Score: -8813553.000000 Penalty: 1082.467285
	Iteration 100F: 3 clusters Score -8813553 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -8813541.000000 Penalty: 1082.467285
	Iteration 101Q: 3 clusters Score -8813541 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134201 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8813554 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -8813546.000000 Penalty: 1082.467285
	Iteration 103Q: 3 clusters Score -8813546 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -8813536.000000 Penalty: 1082.467285
	Iteration 104Q: 3 clusters Score -8813536 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -8813524.000000 Penalty: 1082.467285
	Iteration 105Q: 3 clusters Score -8813524 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -8813521.000000 Penalty: 1082.467285
	Iteration 106Q: 3 clusters Score -8813521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -8813518.000000 Penalty: 1082.467285
	Iteration 107Q: 3 clusters Score -8813518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8813521.000000 Penalty: 1082.467285
	Iteration 108Q: 3 clusters Score -8813521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134512 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -8813524.000000 Penalty: 1082.467285
	Iteration 109Q: 3 clusters Score -8813524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134528 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -8813517.000000 Penalty: 1082.467285
	Iteration 110Q: 3 clusters Score -8813517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -8813512.000000 Penalty: 1082.467285
	Iteration 111Q: 3 clusters Score -8813512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -8813509.000000 Penalty: 1082.467285
	Iteration 112Q: 3 clusters Score -8813509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8813505.000000 Penalty: 1082.467285
	Iteration 113Q: 3 clusters Score -8813505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134586 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -8813508.000000 Penalty: 1082.467285
	Iteration 114Q: 3 clusters Score -8813508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134605 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -8813513.000000 Penalty: 1082.467285
	Iteration 115Q: 3 clusters Score -8813513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -8813510.000000 Penalty: 1082.467285
	Iteration 116Q: 3 clusters Score -8813510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -8813511.000000 Penalty: 1082.467285
	Iteration 117Q: 3 clusters Score -8813511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -8813513.000000 Penalty: 1082.467285
	Iteration 118Q: 3 clusters Score -8813513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -8813514.000000 Penalty: 1082.467285
	Iteration 119Q: 3 clusters Score -8813514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -8813504.000000 Penalty: 1082.467285
	Iteration 120F: 3 clusters Score -8813504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8813513.000000 Penalty: 1082.467285
	Iteration 121Q: 3 clusters Score -8813513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8813523.000000 Penalty: 1082.467285
	Iteration 122Q: 3 clusters Score -8813523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8813508.000000 Penalty: 1082.467285
	Iteration 123Q: 3 clusters Score -8813508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134809 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -8813502.000000 Penalty: 1082.467285
	Iteration 124Q: 3 clusters Score -8813502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -8813499.000000 Penalty: 1082.467285
	Iteration 125Q: 3 clusters Score -8813499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -8813483.000000 Penalty: 1082.467285
	Iteration 126Q: 3 clusters Score -8813483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8813481.000000 Penalty: 1082.467285
	Iteration 127Q: 3 clusters Score -8813481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -8813486.000000 Penalty: 1082.467285
	Iteration 128Q: 3 clusters Score -8813486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -8813472.000000 Penalty: 1082.467285
	Iteration 129Q: 3 clusters Score -8813472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134982 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8813475.000000 Penalty: 1082.467285
	Iteration 130Q: 3 clusters Score -8813475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135022 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8813462.000000 Penalty: 1082.467285
	Iteration 131Q: 3 clusters Score -8813462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -8813459.000000 Penalty: 1082.467285
	Iteration 132Q: 3 clusters Score -8813459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -8813450.000000 Penalty: 1082.467285
	Iteration 133Q: 3 clusters Score -8813450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -8813454.000000 Penalty: 1082.467285
	Iteration 134Q: 3 clusters Score -8813454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135184 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8813445.000000 Penalty: 1082.467285
	Iteration 135Q: 3 clusters Score -8813445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8813423.000000 Penalty: 1082.467285
	Iteration 136Q: 3 clusters Score -8813423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -8813417.000000 Penalty: 1082.467285
	Iteration 137Q: 3 clusters Score -8813417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -8813411.000000 Penalty: 1082.467285
	Iteration 138Q: 3 clusters Score -8813411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135293 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -8813416.000000 Penalty: 1082.467285
	Iteration 139Q: 3 clusters Score -8813416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135321 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -8813408.000000 Penalty: 1082.467285
	Iteration 140F: 3 clusters Score -8813408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -8813407.000000 Penalty: 1082.467285
	Iteration 141Q: 3 clusters Score -8813407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -8813401.000000 Penalty: 1082.467285
	Iteration 142Q: 3 clusters Score -8813401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8813404.000000 Penalty: 1082.467285
	Iteration 143Q: 3 clusters Score -8813404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -8813397.000000 Penalty: 1082.467285
	Iteration 144Q: 3 clusters Score -8813397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135463 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -8813380.000000 Penalty: 1082.467285
	Iteration 145Q: 3 clusters Score -8813380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8813390.000000 Penalty: 1082.467285
	Iteration 146Q: 3 clusters Score -8813390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135489 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -8813394.000000 Penalty: 1082.467285
	Iteration 147Q: 3 clusters Score -8813394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -8813390.000000 Penalty: 1082.467285
	Iteration 148Q: 3 clusters Score -8813390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -8813384.000000 Penalty: 1082.467285
	Iteration 149Q: 3 clusters Score -8813384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -8813385.000000 Penalty: 1082.467285
	Iteration 150Q: 3 clusters Score -8813385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135520 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -8813383.000000 Penalty: 1082.467285
	Iteration 151Q: 3 clusters Score -8813383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135527 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -8813383.000000 Penalty: 1082.467285
	Iteration 152Q: 3 clusters Score -8813383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135549 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8813380.000000 Penalty: 1082.467285
	Iteration 153Q: 3 clusters Score -8813380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -8813392.000000 Penalty: 1082.467285
	Iteration 154Q: 3 clusters Score -8813392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135574 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -8813383.000000 Penalty: 1082.467285
	Iteration 155Q: 3 clusters Score -8813383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -8813372.000000 Penalty: 1082.467285
	Iteration 156Q: 3 clusters Score -8813372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135596 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8813376.000000 Penalty: 1082.467285
	Iteration 157Q: 3 clusters Score -8813376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -8813372.000000 Penalty: 1082.467285
	Iteration 158Q: 3 clusters Score -8813372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -8813374.000000 Penalty: 1082.467285
	Iteration 159Q: 3 clusters Score -8813374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -8813373.000000 Penalty: 1082.467285
	Iteration 160F: 3 clusters Score -8813373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -8813361.000000 Penalty: 1082.467285
	Iteration 161Q: 3 clusters Score -8813361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -8813371.000000 Penalty: 1082.467285
	Iteration 162Q: 3 clusters Score -8813371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -8813369.000000 Penalty: 1082.467285
	Iteration 163Q: 3 clusters Score -8813369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -8813375.000000 Penalty: 1082.467285
	Iteration 164Q: 3 clusters Score -8813375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -8813378.000000 Penalty: 1082.467285
	Iteration 165Q: 3 clusters Score -8813378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -8813377.000000 Penalty: 1082.467285
	Iteration 166Q: 3 clusters Score -8813377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -8813377.000000 Penalty: 1082.467285
	Iteration 167F: 3 clusters Score -8813377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -173908.578125 Penalty: 362.511261
	Iteration 0F: 2 clusters Score -173908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -171924.765625 Penalty: 725.022522
	Iteration 0F: 3 clusters Score -171924.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -172722.921875 Penalty: 725.022522
	Iteration 1F: 3 clusters Score -172722.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -172967.406250 Penalty: 725.022522
	Iteration 2F: 3 clusters Score -172967.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -173167.375000 Penalty: 725.022522
	Iteration 3F: 3 clusters Score -173167.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173331.015625 Penalty: 725.022522
	Iteration 4F: 3 clusters Score -173331 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -173433.687500 Penalty: 725.022522
	Iteration 5Q: 3 clusters Score -173433.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173511.046875 Penalty: 725.022522
	Iteration 6Q: 3 clusters Score -173511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173554.656250 Penalty: 725.022522
	Iteration 7Q: 3 clusters Score -173554.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173581.468750 Penalty: 725.022522
	Iteration 8Q: 3 clusters Score -173581.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173595.031250 Penalty: 725.022522
	Iteration 9Q: 3 clusters Score -173595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -173612.218750 Penalty: 725.022522
	Iteration 10Q: 3 clusters Score -173612.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173621.234375 Penalty: 725.022522
	Iteration 11Q: 3 clusters Score -173621.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173628.656250 Penalty: 725.022522
	Iteration 12Q: 3 clusters Score -173628.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173636.609375 Penalty: 725.022522
	Iteration 13Q: 3 clusters Score -173636.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -173639.531250 Penalty: 725.022522
	Iteration 14Q: 3 clusters Score -173639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -173640.312500 Penalty: 725.022522
	Iteration 15Q: 3 clusters Score -173640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -173640.843750 Penalty: 725.022522
	Iteration 16Q: 3 clusters Score -173640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -173641.000000 Penalty: 725.022522
	Iteration 17Q: 3 clusters Score -173641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173641.046875 Penalty: 725.022522
	Iteration 18Q: 3 clusters Score -173641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173641.046875 Penalty: 725.022522
	Iteration 19F: 3 clusters Score -173641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Entering Unmasked Estep 
Score: -819314.812500 Penalty: 433.238007
	Iteration 0F: 2 clusters Score -819314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -810288.250000 Penalty: 866.476013
	Iteration 0F: 3 clusters Score -810288.2 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -814411.000000 Penalty: 866.476013
	Iteration 1F: 3 clusters Score -814411 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -815045.250000 Penalty: 866.476013
	Iteration 2F: 3 clusters Score -815045.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -815697.625000 Penalty: 866.476013
	Iteration 3F: 3 clusters Score -815697.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -816349.875000 Penalty: 866.476013
	Iteration 4F: 3 clusters Score -816349.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -816849.125000 Penalty: 866.476013
	Iteration 5F: 3 clusters Score -816849.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -817169.750000 Penalty: 866.476013
	Iteration 6Q: 3 clusters Score -817169.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -817306.187500 Penalty: 866.476013
	Iteration 7Q: 3 clusters Score -817306.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -817379.812500 Penalty: 866.476013
	Iteration 8Q: 3 clusters Score -817379.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -817427.625000 Penalty: 866.476013
	Iteration 9Q: 3 clusters Score -817427.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -817466.187500 Penalty: 866.476013
	Iteration 10Q: 3 clusters Score -817466.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -817505.437500 Penalty: 866.476013
	Iteration 11Q: 3 clusters Score -817505.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -817542.000000 Penalty: 866.476013
	Iteration 12Q: 3 clusters Score -817542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -817573.500000 Penalty: 866.476013
	Iteration 13Q: 3 clusters Score -817573.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -817601.062500 Penalty: 866.476013
	Iteration 14Q: 3 clusters Score -817601.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -817637.625000 Penalty: 866.476013
	Iteration 15Q: 3 clusters Score -817637.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -817671.375000 Penalty: 866.476013
	Iteration 16Q: 3 clusters Score -817671.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -817699.562500 Penalty: 866.476013
	Iteration 17Q: 3 clusters Score -817699.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -817724.437500 Penalty: 866.476013
	Iteration 18Q: 3 clusters Score -817724.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -817742.687500 Penalty: 866.476013
	Iteration 19Q: 3 clusters Score -817742.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -817761.312500 Penalty: 866.476013
	Iteration 20F: 3 clusters Score -817761.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -817779.062500 Penalty: 866.476013
	Iteration 21Q: 3 clusters Score -817779.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -817804.437500 Penalty: 866.476013
	Iteration 22Q: 3 clusters Score -817804.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -817827.125000 Penalty: 866.476013
	Iteration 23Q: 3 clusters Score -817827.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -817859.812500 Penalty: 866.476013
	Iteration 24Q: 3 clusters Score -817859.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -817897.375000 Penalty: 866.476013
	Iteration 25Q: 3 clusters Score -817897.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -817933.250000 Penalty: 866.476013
	Iteration 26Q: 3 clusters Score -817933.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -817971.062500 Penalty: 866.476013
	Iteration 27Q: 3 clusters Score -817971.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -817996.125000 Penalty: 866.476013
	Iteration 28Q: 3 clusters Score -817996.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -818028.812500 Penalty: 866.476013
	Iteration 29Q: 3 clusters Score -818028.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -818057.562500 Penalty: 866.476013
	Iteration 30Q: 3 clusters Score -818057.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -818090.125000 Penalty: 866.476013
	Iteration 31Q: 3 clusters Score -818090.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -818134.437500 Penalty: 866.476013
	Iteration 32Q: 3 clusters Score -818134.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -818173.937500 Penalty: 866.476013
	Iteration 33Q: 3 clusters Score -818173.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -818217.375000 Penalty: 866.476013
	Iteration 34Q: 3 clusters Score -818217.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -818249.375000 Penalty: 866.476013
	Iteration 35Q: 3 clusters Score -818249.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -818274.562500 Penalty: 866.476013
	Iteration 36Q: 3 clusters Score -818274.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -818295.062500 Penalty: 866.476013
	Iteration 37Q: 3 clusters Score -818295.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -818322.500000 Penalty: 866.476013
	Iteration 38Q: 3 clusters Score -818322.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -818354.000000 Penalty: 866.476013
	Iteration 39Q: 3 clusters Score -818354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -818393.625000 Penalty: 866.476013
	Iteration 40F: 3 clusters Score -818393.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -818429.437500 Penalty: 866.476013
	Iteration 41Q: 3 clusters Score -818429.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -818458.625000 Penalty: 866.476013
	Iteration 42Q: 3 clusters Score -818458.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -818492.375000 Penalty: 866.476013
	Iteration 43Q: 3 clusters Score -818492.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -818522.937500 Penalty: 866.476013
	Iteration 44Q: 3 clusters Score -818522.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -818562.562500 Penalty: 866.476013
	Iteration 45Q: 3 clusters Score -818562.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -818603.562500 Penalty: 866.476013
	Iteration 46Q: 3 clusters Score -818603.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -818635.812500 Penalty: 866.476013
	Iteration 47Q: 3 clusters Score -818635.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -818674.687500 Penalty: 866.476013
	Iteration 48Q: 3 clusters Score -818674.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -818719.437500 Penalty: 866.476013
	Iteration 49Q: 3 clusters Score -818719.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -818753.062500 Penalty: 866.476013
	Iteration 50Q: 3 clusters Score -818753.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -818782.187500 Penalty: 866.476013
	Iteration 51Q: 3 clusters Score -818782.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -818803.750000 Penalty: 866.476013
	Iteration 52Q: 3 clusters Score -818803.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -818832.875000 Penalty: 866.476013
	Iteration 53Q: 3 clusters Score -818832.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -818869.312500 Penalty: 866.476013
	Iteration 54Q: 3 clusters Score -818869.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -818907.437500 Penalty: 866.476013
	Iteration 55Q: 3 clusters Score -818907.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -818942.375000 Penalty: 866.476013
	Iteration 56Q: 3 clusters Score -818942.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -818967.250000 Penalty: 866.476013
	Iteration 57Q: 3 clusters Score -818967.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -818984.687500 Penalty: 866.476013
	Iteration 58Q: 3 clusters Score -818984.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -818999.187500 Penalty: 866.476013
	Iteration 59Q: 3 clusters Score -818999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -819011.625000 Penalty: 866.476013
	Iteration 60F: 3 clusters Score -819011.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -819018.187500 Penalty: 866.476013
	Iteration 61Q: 3 clusters Score -819018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -819027.312500 Penalty: 866.476013
	Iteration 62Q: 3 clusters Score -819027.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -819034.000000 Penalty: 866.476013
	Iteration 63Q: 3 clusters Score -819034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -819038.875000 Penalty: 866.476013
	Iteration 64Q: 3 clusters Score -819038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -819040.500000 Penalty: 866.476013
	Iteration 65Q: 3 clusters Score -819040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -819042.250000 Penalty: 866.476013
	Iteration 66Q: 3 clusters Score -819042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -819044.562500 Penalty: 866.476013
	Iteration 67Q: 3 clusters Score -819044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -819045.250000 Penalty: 866.476013
	Iteration 68Q: 3 clusters Score -819045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -819046.562500 Penalty: 866.476013
	Iteration 69Q: 3 clusters Score -819046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -819048.562500 Penalty: 866.476013
	Iteration 70Q: 3 clusters Score -819048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -819051.562500 Penalty: 866.476013
	Iteration 71Q: 3 clusters Score -819051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -819053.875000 Penalty: 866.476013
	Iteration 72Q: 3 clusters Score -819053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -819054.312500 Penalty: 866.476013
	Iteration 73Q: 3 clusters Score -819054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -819053.500000 Penalty: 866.476013
	Iteration 74Q: 3 clusters Score -819053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -819054.312500 Penalty: 866.476013
	Iteration 75Q: 3 clusters Score -819054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -819054.312500 Penalty: 866.476013
	Iteration 76F: 3 clusters Score -819054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Entering Unmasked Estep 
Score: -4376014.000000 Penalty: 509.470764
	Iteration 0F: 2 clusters Score -4376014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4326841.000000 Penalty: 1018.941528
	Iteration 0F: 3 clusters Score -4326841 nChanged 35505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4347719.500000 Penalty: 1018.941528
	Iteration 1F: 3 clusters Score -4347720 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4348547.000000 Penalty: 1018.941528
	Iteration 2Q: 3 clusters Score -4348547 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4350339.500000 Penalty: 1018.941528
	Iteration 3F: 3 clusters Score -4350340 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4353922.000000 Penalty: 1018.941528
	Iteration 4F: 3 clusters Score -4353922 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4360040.500000 Penalty: 1018.941528
	Iteration 5F: 3 clusters Score -4360040 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4367436.500000 Penalty: 1018.941528
	Iteration 6F: 3 clusters Score -4367436 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4372656.000000 Penalty: 1018.941528
	Iteration 7F: 3 clusters Score -4372656 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4374785.000000 Penalty: 1018.941528
	Iteration 8Q: 3 clusters Score -4374785 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4375338.500000 Penalty: 1018.941528
	Iteration 9Q: 3 clusters Score -4375338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4375476.500000 Penalty: 1018.941528
	Iteration 10Q: 3 clusters Score -4375476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4375520.000000 Penalty: 1018.941528
	Iteration 11Q: 3 clusters Score -4375520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4375533.500000 Penalty: 1018.941528
	Iteration 12Q: 3 clusters Score -4375534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4375545.500000 Penalty: 1018.941528
	Iteration 13Q: 3 clusters Score -4375546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4375549.000000 Penalty: 1018.941528
	Iteration 14Q: 3 clusters Score -4375549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4375559.500000 Penalty: 1018.941528
	Iteration 15Q: 3 clusters Score -4375560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4375562.000000 Penalty: 1018.941528
	Iteration 16Q: 3 clusters Score -4375562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4375562.000000 Penalty: 1018.941528
	Iteration 17F: 3 clusters Score -4375562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (119092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Entering Unmasked Estep 
Score: -7119445.500000 Penalty: 531.788147
	Iteration 0F: 2 clusters Score -7119446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7041133.000000 Penalty: 1063.576294
	Iteration 0F: 3 clusters Score -7041133 nChanged 58295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7076898.500000 Penalty: 1063.576294
	Iteration 1F: 3 clusters Score -7076898 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -7078102.000000 Penalty: 1063.576294
	Iteration 2Q: 3 clusters Score -7078102 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -7079838.000000 Penalty: 1063.576294
	Iteration 3Q: 3 clusters Score -7079838 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -7082837.000000 Penalty: 1063.576294
	Iteration 4Q: 3 clusters Score -7082837 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7087384.500000 Penalty: 1063.576294
	Iteration 5F: 3 clusters Score -7087384 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -7093738.000000 Penalty: 1063.576294
	Iteration 6F: 3 clusters Score -7093738 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -7101007.500000 Penalty: 1063.576294
	Iteration 7F: 3 clusters Score -7101008 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -7107376.500000 Penalty: 1063.576294
	Iteration 8F: 3 clusters Score -7107376 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -7111642.500000 Penalty: 1063.576294
	Iteration 9Q: 3 clusters Score -7111642 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -7114217.000000 Penalty: 1063.576294
	Iteration 10Q: 3 clusters Score -7114217 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113365 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -7115812.500000 Penalty: 1063.576294
	Iteration 11Q: 3 clusters Score -7115812 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7116803.000000 Penalty: 1063.576294
	Iteration 12Q: 3 clusters Score -7116803 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7117513.000000 Penalty: 1063.576294
	Iteration 13Q: 3 clusters Score -7117513 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7117979.500000 Penalty: 1063.576294
	Iteration 14Q: 3 clusters Score -7117980 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117599 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7118333.000000 Penalty: 1063.576294
	Iteration 15Q: 3 clusters Score -7118333 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7118556.500000 Penalty: 1063.576294
	Iteration 16Q: 3 clusters Score -7118556 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7118702.000000 Penalty: 1063.576294
	Iteration 17Q: 3 clusters Score -7118702 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7118844.500000 Penalty: 1063.576294
	Iteration 18Q: 3 clusters Score -7118844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7118943.500000 Penalty: 1063.576294
	Iteration 19Q: 3 clusters Score -7118944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7118992.000000 Penalty: 1063.576294
	Iteration 20F: 3 clusters Score -7118992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7119028.500000 Penalty: 1063.576294
	Iteration 21Q: 3 clusters Score -7119028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118777 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7119061.000000 Penalty: 1063.576294
	Iteration 22Q: 3 clusters Score -7119061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7119088.000000 Penalty: 1063.576294
	Iteration 23Q: 3 clusters Score -7119088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7119110.000000 Penalty: 1063.576294
	Iteration 24Q: 3 clusters Score -7119110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7119118.500000 Penalty: 1063.576294
	Iteration 25Q: 3 clusters Score -7119118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7119129.000000 Penalty: 1063.576294
	Iteration 26Q: 3 clusters Score -7119129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118804 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7119142.000000 Penalty: 1063.576294
	Iteration 27Q: 3 clusters Score -7119142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7119148.000000 Penalty: 1063.576294
	Iteration 28Q: 3 clusters Score -7119148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7119152.000000 Penalty: 1063.576294
	Iteration 29Q: 3 clusters Score -7119152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7119152.000000 Penalty: 1063.576294
	Iteration 30Q: 3 clusters Score -7119152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7119149.500000 Penalty: 1063.576294
	Iteration 31Q: 3 clusters Score -7119150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7119148.000000 Penalty: 1063.576294
	Iteration 32Q: 3 clusters Score -7119148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7119148.000000 Penalty: 1063.576294
	Iteration 33F: 3 clusters Score -7119148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -52800.019531 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52800.02 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -53056.402344 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53056.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -53099.683594 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53099.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53126.214844 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53126.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53148.953125 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53148.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53166.109375 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53166.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -53176.304688 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53188.339844 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53188.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53206.656250 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53206.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53230.601562 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53230.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -53246.671875 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53246.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53255.812500 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53255.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53263.148438 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53263.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53266.800781 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53270.105469 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53270.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53274.113281 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53274.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53275.250000 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53275.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53277.597656 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53279.960938 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53279.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53281.539062 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -53281.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53282.019531 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -53282.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -92868.835938 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -92868.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -91648.343750 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -91648.34 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -92061.429688 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -92061.43 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -92161.171875 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -92161.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92236.796875 Penalty: 675.707581
	Iteration 3F: 3 clusters Score -92236.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -92311.617188 Penalty: 675.707581
	Iteration 4F: 3 clusters Score -92311.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -92349.531250 Penalty: 675.707581
	Iteration 5Q: 3 clusters Score -92349.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -92386.812500 Penalty: 675.707581
	Iteration 6Q: 3 clusters Score -92386.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -92417.054688 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -92417.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -92441.812500 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -92441.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -92477.218750 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -92477.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92501.500000 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -92501.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92518.828125 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -92518.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -92533.101562 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -92533.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -92541.640625 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -92541.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -92548.929688 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -92548.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -92553.304688 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -92553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -92557.414062 Penalty: 675.707581
	Iteration 16Q: 3 clusters Score -92557.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -92559.085938 Penalty: 675.707581
	Iteration 17Q: 3 clusters Score -92559.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -92561.132812 Penalty: 675.707581
	Iteration 18Q: 3 clusters Score -92561.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -92563.601562 Penalty: 675.707581
	Iteration 19Q: 3 clusters Score -92563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -92569.804688 Penalty: 675.707581
	Iteration 20F: 3 clusters Score -92569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92574.898438 Penalty: 675.707581
	Iteration 21Q: 3 clusters Score -92574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -92578.546875 Penalty: 675.707581
	Iteration 22Q: 3 clusters Score -92578.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -92582.867188 Penalty: 675.707581
	Iteration 23Q: 3 clusters Score -92582.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -92587.187500 Penalty: 675.707581
	Iteration 24Q: 3 clusters Score -92587.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -92590.695312 Penalty: 675.707581
	Iteration 25Q: 3 clusters Score -92590.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -92594.523438 Penalty: 675.707581
	Iteration 26Q: 3 clusters Score -92594.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -92597.898438 Penalty: 675.707581
	Iteration 27Q: 3 clusters Score -92597.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -92599.421875 Penalty: 675.707581
	Iteration 28Q: 3 clusters Score -92599.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -92600.835938 Penalty: 675.707581
	Iteration 29Q: 3 clusters Score -92600.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -92602.492188 Penalty: 675.707581
	Iteration 30Q: 3 clusters Score -92602.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -92603.664062 Penalty: 675.707581
	Iteration 31Q: 3 clusters Score -92603.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -92604.976562 Penalty: 675.707581
	Iteration 32Q: 3 clusters Score -92604.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -92608.210938 Penalty: 675.707581
	Iteration 33Q: 3 clusters Score -92608.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -92610.796875 Penalty: 675.707581
	Iteration 34Q: 3 clusters Score -92610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -92614.804688 Penalty: 675.707581
	Iteration 35Q: 3 clusters Score -92614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -92615.796875 Penalty: 675.707581
	Iteration 36Q: 3 clusters Score -92615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -92616.414062 Penalty: 675.707581
	Iteration 37Q: 3 clusters Score -92616.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92617.210938 Penalty: 675.707581
	Iteration 38Q: 3 clusters Score -92617.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -92619.593750 Penalty: 675.707581
	Iteration 39Q: 3 clusters Score -92619.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -92621.226562 Penalty: 675.707581
	Iteration 40F: 3 clusters Score -92621.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92622.679688 Penalty: 675.707581
	Iteration 41Q: 3 clusters Score -92622.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -92625.429688 Penalty: 675.707581
	Iteration 42Q: 3 clusters Score -92625.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -92631.070312 Penalty: 675.707581
	Iteration 43Q: 3 clusters Score -92631.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -92636.070312 Penalty: 675.707581
	Iteration 44Q: 3 clusters Score -92636.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -92640.156250 Penalty: 675.707581
	Iteration 45Q: 3 clusters Score -92640.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -92647.031250 Penalty: 675.707581
	Iteration 46Q: 3 clusters Score -92647.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -92657.812500 Penalty: 675.707581
	Iteration 47Q: 3 clusters Score -92657.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -92669.156250 Penalty: 675.707581
	Iteration 48Q: 3 clusters Score -92669.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -92685.078125 Penalty: 675.707581
	Iteration 49Q: 3 clusters Score -92685.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -92691.882812 Penalty: 675.707581
	Iteration 50Q: 3 clusters Score -92691.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -92697.609375 Penalty: 675.707581
	Iteration 51Q: 3 clusters Score -92697.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -92700.289062 Penalty: 675.707581
	Iteration 52Q: 3 clusters Score -92700.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -92705.945312 Penalty: 675.707581
	Iteration 53Q: 3 clusters Score -92705.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -92711.070312 Penalty: 675.707581
	Iteration 54Q: 3 clusters Score -92711.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -92714.171875 Penalty: 675.707581
	Iteration 55Q: 3 clusters Score -92714.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -92716.421875 Penalty: 675.707581
	Iteration 56Q: 3 clusters Score -92716.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92718.875000 Penalty: 675.707581
	Iteration 57Q: 3 clusters Score -92718.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -92719.460938 Penalty: 675.707581
	Iteration 58Q: 3 clusters Score -92719.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -92719.953125 Penalty: 675.707581
	Iteration 59Q: 3 clusters Score -92719.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -92720.500000 Penalty: 675.707581
	Iteration 60F: 3 clusters Score -92720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -92720.546875 Penalty: 675.707581
	Iteration 61Q: 3 clusters Score -92720.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -92720.546875 Penalty: 675.707581
	Iteration 62F: 3 clusters Score -92720.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13901.760742 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13901.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14017.358398 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14017.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14054.543945 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14054.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14090.995117 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -14091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14116.795898 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14135.024414 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14135.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14160.027344 Penalty: 498.358154
	Iteration 6F: 3 clusters Score -14160.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14173.208008 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14173.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14181.751953 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -14181.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14194.122070 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -14194.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14198.667969 Penalty: 498.358154
	Iteration 10Q: 3 clusters Score -14198.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14198.667969 Penalty: 498.358154
	Iteration 11F: 3 clusters Score -14198.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 73 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 166 members 
Entering Unmasked Estep 
Score: -58207676.000000 Penalty: 52866.046875
Splitting cluster 18 changes total score from -58208148.000000 to -58207676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (139704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139704 members 
Entering Unmasked Estep 
Score: -8374336.500000 Penalty: 539.051331
	Iteration 0F: 2 clusters Score -8374336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -8284175.000000 Penalty: 1078.102661
	Iteration 0F: 3 clusters Score -8284175 nChanged 68367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8324661.500000 Penalty: 1078.102661
	Iteration 1F: 3 clusters Score -8324662 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -8326014.000000 Penalty: 1078.102661
	Iteration 2Q: 3 clusters Score -8326014 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8327762.500000 Penalty: 1078.102661
	Iteration 3Q: 3 clusters Score -8327762 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -8330630.500000 Penalty: 1078.102661
	Iteration 4Q: 3 clusters Score -8330630 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -8335481.000000 Penalty: 1078.102661
	Iteration 5F: 3 clusters Score -8335481 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -8342847.500000 Penalty: 1078.102661
	Iteration 6F: 3 clusters Score -8342848 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -8350482.500000 Penalty: 1078.102661
	Iteration 7F: 3 clusters Score -8350482 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -8354216.000000 Penalty: 1078.102661
	Iteration 8F: 3 clusters Score -8354216 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -8355326.000000 Penalty: 1078.102661
	Iteration 9Q: 3 clusters Score -8355326 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -8355917.000000 Penalty: 1078.102661
	Iteration 10Q: 3 clusters Score -8355917 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -8356282.500000 Penalty: 1078.102661
	Iteration 11Q: 3 clusters Score -8356282 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -8356680.000000 Penalty: 1078.102661
	Iteration 12Q: 3 clusters Score -8356680 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -8357063.500000 Penalty: 1078.102661
	Iteration 13Q: 3 clusters Score -8357064 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -8357448.500000 Penalty: 1078.102661
	Iteration 14Q: 3 clusters Score -8357448 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -8357809.000000 Penalty: 1078.102661
	Iteration 15Q: 3 clusters Score -8357809 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -8358145.500000 Penalty: 1078.102661
	Iteration 16Q: 3 clusters Score -8358146 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -8358499.000000 Penalty: 1078.102661
	Iteration 17Q: 3 clusters Score -8358499 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -8358895.500000 Penalty: 1078.102661
	Iteration 18Q: 3 clusters Score -8358896 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -8359267.500000 Penalty: 1078.102661
	Iteration 19Q: 3 clusters Score -8359268 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -8359601.500000 Penalty: 1078.102661
	Iteration 20F: 3 clusters Score -8359602 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8359952.500000 Penalty: 1078.102661
	Iteration 21Q: 3 clusters Score -8359952 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8360320.000000 Penalty: 1078.102661
	Iteration 22Q: 3 clusters Score -8360320 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8360524.500000 Penalty: 1078.102661
	Iteration 23Q: 3 clusters Score -8360524 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8360757.000000 Penalty: 1078.102661
	Iteration 24Q: 3 clusters Score -8360757 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8361041.000000 Penalty: 1078.102661
	Iteration 25Q: 3 clusters Score -8361041 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8361277.500000 Penalty: 1078.102661
	Iteration 26Q: 3 clusters Score -8361278 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8361532.000000 Penalty: 1078.102661
	Iteration 27Q: 3 clusters Score -8361532 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8361747.500000 Penalty: 1078.102661
	Iteration 28Q: 3 clusters Score -8361748 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -8361991.500000 Penalty: 1078.102661
	Iteration 29Q: 3 clusters Score -8361992 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -8362249.500000 Penalty: 1078.102661
	Iteration 30Q: 3 clusters Score -8362250 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8362578.000000 Penalty: 1078.102661
	Iteration 31Q: 3 clusters Score -8362578 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -8362868.000000 Penalty: 1078.102661
	Iteration 32Q: 3 clusters Score -8362868 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -8363161.000000 Penalty: 1078.102661
	Iteration 33Q: 3 clusters Score -8363161 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8363549.000000 Penalty: 1078.102661
	Iteration 34Q: 3 clusters Score -8363549 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8363873.000000 Penalty: 1078.102661
	Iteration 35Q: 3 clusters Score -8363873 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -8364147.500000 Penalty: 1078.102661
	Iteration 36Q: 3 clusters Score -8364148 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8364453.500000 Penalty: 1078.102661
	Iteration 37Q: 3 clusters Score -8364454 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -8364799.500000 Penalty: 1078.102661
	Iteration 38Q: 3 clusters Score -8364800 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8365035.000000 Penalty: 1078.102661
	Iteration 39Q: 3 clusters Score -8365035 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8365212.000000 Penalty: 1078.102661
	Iteration 40F: 3 clusters Score -8365212 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8365364.500000 Penalty: 1078.102661
	Iteration 41Q: 3 clusters Score -8365364 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8365532.500000 Penalty: 1078.102661
	Iteration 42Q: 3 clusters Score -8365532 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8365720.000000 Penalty: 1078.102661
	Iteration 43Q: 3 clusters Score -8365720 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8365883.500000 Penalty: 1078.102661
	Iteration 44Q: 3 clusters Score -8365884 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8365949.500000 Penalty: 1078.102661
	Iteration 45Q: 3 clusters Score -8365950 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8365990.000000 Penalty: 1078.102661
	Iteration 46Q: 3 clusters Score -8365990 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8366004.500000 Penalty: 1078.102661
	Iteration 47Q: 3 clusters Score -8366004 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8366043.000000 Penalty: 1078.102661
	Iteration 48Q: 3 clusters Score -8366043 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8366072.000000 Penalty: 1078.102661
	Iteration 49Q: 3 clusters Score -8366072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8366095.000000 Penalty: 1078.102661
	Iteration 50Q: 3 clusters Score -8366095 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -8366107.500000 Penalty: 1078.102661
	Iteration 51Q: 3 clusters Score -8366108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8366111.000000 Penalty: 1078.102661
	Iteration 52Q: 3 clusters Score -8366111 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8366127.000000 Penalty: 1078.102661
	Iteration 53Q: 3 clusters Score -8366127 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8366148.000000 Penalty: 1078.102661
	Iteration 54Q: 3 clusters Score -8366148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8366150.000000 Penalty: 1078.102661
	Iteration 55Q: 3 clusters Score -8366150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8366134.000000 Penalty: 1078.102661
	Iteration 56Q: 3 clusters Score -8366134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8366118.000000 Penalty: 1078.102661
	Iteration 57Q: 3 clusters Score -8366118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8366118.000000 Penalty: 1078.102661
	Iteration 58Q: 3 clusters Score -8366118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8366113.000000 Penalty: 1078.102661
	Iteration 59Q: 3 clusters Score -8366113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8366094.500000 Penalty: 1078.102661
	Iteration 60F: 3 clusters Score -8366094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8366080.500000 Penalty: 1078.102661
	Iteration 61Q: 3 clusters Score -8366080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8366083.000000 Penalty: 1078.102661
	Iteration 62Q: 3 clusters Score -8366083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8366066.500000 Penalty: 1078.102661
	Iteration 63Q: 3 clusters Score -8366066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8366079.000000 Penalty: 1078.102661
	Iteration 64Q: 3 clusters Score -8366079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8366080.500000 Penalty: 1078.102661
	Iteration 65Q: 3 clusters Score -8366080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8366078.500000 Penalty: 1078.102661
	Iteration 66Q: 3 clusters Score -8366078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8366086.000000 Penalty: 1078.102661
	Iteration 67Q: 3 clusters Score -8366086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8366083.500000 Penalty: 1078.102661
	Iteration 68Q: 3 clusters Score -8366084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8366098.500000 Penalty: 1078.102661
	Iteration 69Q: 3 clusters Score -8366098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8366097.000000 Penalty: 1078.102661
	Iteration 70Q: 3 clusters Score -8366097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8366090.500000 Penalty: 1078.102661
	Iteration 71Q: 3 clusters Score -8366090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8366092.000000 Penalty: 1078.102661
	Iteration 72Q: 3 clusters Score -8366092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8366086.000000 Penalty: 1078.102661
	Iteration 73Q: 3 clusters Score -8366086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8366086.500000 Penalty: 1078.102661
	Iteration 74Q: 3 clusters Score -8366086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8366085.000000 Penalty: 1078.102661
	Iteration 75Q: 3 clusters Score -8366085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -8366082.000000 Penalty: 1078.102661
	Iteration 76Q: 3 clusters Score -8366082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8366076.500000 Penalty: 1078.102661
	Iteration 77Q: 3 clusters Score -8366076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8366083.000000 Penalty: 1078.102661
	Iteration 78Q: 3 clusters Score -8366083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8366081.000000 Penalty: 1078.102661
	Iteration 79Q: 3 clusters Score -8366081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8366087.500000 Penalty: 1078.102661
	Iteration 80F: 3 clusters Score -8366088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8366081.500000 Penalty: 1078.102661
	Iteration 81Q: 3 clusters Score -8366082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8366087.000000 Penalty: 1078.102661
	Iteration 82Q: 3 clusters Score -8366087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8366087.000000 Penalty: 1078.102661
	Iteration 83Q: 3 clusters Score -8366087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8366091.500000 Penalty: 1078.102661
	Iteration 84Q: 3 clusters Score -8366092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8366092.000000 Penalty: 1078.102661
	Iteration 85Q: 3 clusters Score -8366092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8366092.000000 Penalty: 1078.102661
	Iteration 86F: 3 clusters Score -8366092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -614854.375000 Penalty: 420.247253
	Iteration 0F: 2 clusters Score -614854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -608007.687500 Penalty: 840.494507
	Iteration 0F: 3 clusters Score -608007.7 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -610981.812500 Penalty: 840.494507
	Iteration 1F: 3 clusters Score -610981.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -611536.062500 Penalty: 840.494507
	Iteration 2F: 3 clusters Score -611536.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -612316.250000 Penalty: 840.494507
	Iteration 3F: 3 clusters Score -612316.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -613216.062500 Penalty: 840.494507
	Iteration 4F: 3 clusters Score -613216.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -613971.000000 Penalty: 840.494507
	Iteration 5F: 3 clusters Score -613971 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -614312.937500 Penalty: 840.494507
	Iteration 6Q: 3 clusters Score -614312.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -614417.937500 Penalty: 840.494507
	Iteration 7Q: 3 clusters Score -614417.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -614458.187500 Penalty: 840.494507
	Iteration 8Q: 3 clusters Score -614458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -614478.125000 Penalty: 840.494507
	Iteration 9Q: 3 clusters Score -614478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -614482.125000 Penalty: 840.494507
	Iteration 10Q: 3 clusters Score -614482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -614493.687500 Penalty: 840.494507
	Iteration 11Q: 3 clusters Score -614493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -614494.812500 Penalty: 840.494507
	Iteration 12Q: 3 clusters Score -614494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -614494.812500 Penalty: 840.494507
	Iteration 13F: 3 clusters Score -614494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Entering Unmasked Estep 
Score: -3272541.250000 Penalty: 496.010132
	Iteration 0F: 2 clusters Score -3272541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3236277.250000 Penalty: 992.020264
	Iteration 0F: 3 clusters Score -3236277 nChanged 26093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3252979.500000 Penalty: 992.020264
	Iteration 1F: 3 clusters Score -3252980 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3254714.000000 Penalty: 992.020264
	Iteration 2F: 3 clusters Score -3254714 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3257436.250000 Penalty: 992.020264
	Iteration 3F: 3 clusters Score -3257436 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3260903.750000 Penalty: 992.020264
	Iteration 4F: 3 clusters Score -3260904 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3264474.000000 Penalty: 992.020264
	Iteration 5F: 3 clusters Score -3264474 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3267311.000000 Penalty: 992.020264
	Iteration 6F: 3 clusters Score -3267311 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3269321.500000 Penalty: 992.020264
	Iteration 7Q: 3 clusters Score -3269322 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3270502.250000 Penalty: 992.020264
	Iteration 8Q: 3 clusters Score -3270502 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3271176.000000 Penalty: 992.020264
	Iteration 9Q: 3 clusters Score -3271176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3271536.750000 Penalty: 992.020264
	Iteration 10Q: 3 clusters Score -3271537 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3271812.750000 Penalty: 992.020264
	Iteration 11Q: 3 clusters Score -3271813 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3271986.250000 Penalty: 992.020264
	Iteration 12Q: 3 clusters Score -3271986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3272063.250000 Penalty: 992.020264
	Iteration 13Q: 3 clusters Score -3272063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3272120.250000 Penalty: 992.020264
	Iteration 14Q: 3 clusters Score -3272120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3272134.750000 Penalty: 992.020264
	Iteration 15Q: 3 clusters Score -3272135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3272149.250000 Penalty: 992.020264
	Iteration 16Q: 3 clusters Score -3272149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3272162.000000 Penalty: 992.020264
	Iteration 17Q: 3 clusters Score -3272162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3272173.250000 Penalty: 992.020264
	Iteration 18Q: 3 clusters Score -3272173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3272186.750000 Penalty: 992.020264
	Iteration 19Q: 3 clusters Score -3272187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3272185.000000 Penalty: 992.020264
	Iteration 20F: 3 clusters Score -3272185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3272185.750000 Penalty: 992.020264
	Iteration 21Q: 3 clusters Score -3272186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3272185.250000 Penalty: 992.020264
	Iteration 22Q: 3 clusters Score -3272185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3272186.500000 Penalty: 992.020264
	Iteration 23Q: 3 clusters Score -3272186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3272186.500000 Penalty: 992.020264
	Iteration 24F: 3 clusters Score -3272186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8072.697754 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8072.698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8127.911621 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8127.912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8147.051270 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8147.051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8151.216797 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8151.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8153.847656 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8153.848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8153.847656 Penalty: 464.087830
	Iteration 5F: 3 clusters Score -8153.848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6704.706543 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6704.707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6809.021973 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6809.022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6900.281738 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6900.282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6943.305176 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6943.305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6995.163574 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6995.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7048.147949 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7048.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7067.732910 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7067.733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7073.589844 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7073.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7073.589844 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -7073.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 64 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 83 members 
Entering Unmasked Estep 
Score: -58207780.000000 Penalty: 52866.046875
Splitting cluster 23 changes total score from -58208148.000000 to -58207780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -151796.828125 Penalty: 357.409637
	Iteration 0F: 2 clusters Score -151796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -149939.000000 Penalty: 714.819275
	Iteration 0F: 3 clusters Score -149939 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -150585.468750 Penalty: 714.819275
	Iteration 1F: 3 clusters Score -150585.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -150659.062500 Penalty: 714.819275
	Iteration 2F: 3 clusters Score -150659.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -150708.359375 Penalty: 714.819275
	Iteration 3Q: 3 clusters Score -150708.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -150752.781250 Penalty: 714.819275
	Iteration 4Q: 3 clusters Score -150752.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -150800.062500 Penalty: 714.819275
	Iteration 5Q: 3 clusters Score -150800.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -150844.687500 Penalty: 714.819275
	Iteration 6Q: 3 clusters Score -150844.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -150891.312500 Penalty: 714.819275
	Iteration 7Q: 3 clusters Score -150891.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -150941.328125 Penalty: 714.819275
	Iteration 8Q: 3 clusters Score -150941.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -151013.453125 Penalty: 714.819275
	Iteration 9Q: 3 clusters Score -151013.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -151093.812500 Penalty: 714.819275
	Iteration 10Q: 3 clusters Score -151093.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151176.312500 Penalty: 714.819275
	Iteration 11Q: 3 clusters Score -151176.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -151225.671875 Penalty: 714.819275
	Iteration 12Q: 3 clusters Score -151225.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -151263.156250 Penalty: 714.819275
	Iteration 13Q: 3 clusters Score -151263.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -151286.500000 Penalty: 714.819275
	Iteration 14Q: 3 clusters Score -151286.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151304.000000 Penalty: 714.819275
	Iteration 15Q: 3 clusters Score -151304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -151321.437500 Penalty: 714.819275
	Iteration 16Q: 3 clusters Score -151321.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -151330.828125 Penalty: 714.819275
	Iteration 17Q: 3 clusters Score -151330.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -151339.718750 Penalty: 714.819275
	Iteration 18Q: 3 clusters Score -151339.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151348.500000 Penalty: 714.819275
	Iteration 19Q: 3 clusters Score -151348.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151360.328125 Penalty: 714.819275
	Iteration 20F: 3 clusters Score -151360.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151374.140625 Penalty: 714.819275
	Iteration 21Q: 3 clusters Score -151374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151388.406250 Penalty: 714.819275
	Iteration 22Q: 3 clusters Score -151388.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -151400.796875 Penalty: 714.819275
	Iteration 23Q: 3 clusters Score -151400.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151408.156250 Penalty: 714.819275
	Iteration 24Q: 3 clusters Score -151408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151413.859375 Penalty: 714.819275
	Iteration 25Q: 3 clusters Score -151413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151419.593750 Penalty: 714.819275
	Iteration 26Q: 3 clusters Score -151419.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151424.000000 Penalty: 714.819275
	Iteration 27Q: 3 clusters Score -151424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151426.828125 Penalty: 714.819275
	Iteration 28Q: 3 clusters Score -151426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151430.062500 Penalty: 714.819275
	Iteration 29Q: 3 clusters Score -151430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151433.656250 Penalty: 714.819275
	Iteration 30Q: 3 clusters Score -151433.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151440.281250 Penalty: 714.819275
	Iteration 31Q: 3 clusters Score -151440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151446.328125 Penalty: 714.819275
	Iteration 32Q: 3 clusters Score -151446.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151455.468750 Penalty: 714.819275
	Iteration 33Q: 3 clusters Score -151455.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151466.000000 Penalty: 714.819275
	Iteration 34Q: 3 clusters Score -151466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151478.734375 Penalty: 714.819275
	Iteration 35Q: 3 clusters Score -151478.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151504.281250 Penalty: 714.819275
	Iteration 36Q: 3 clusters Score -151504.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151520.218750 Penalty: 714.819275
	Iteration 37Q: 3 clusters Score -151520.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -151535.421875 Penalty: 714.819275
	Iteration 38Q: 3 clusters Score -151535.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -151546.609375 Penalty: 714.819275
	Iteration 39Q: 3 clusters Score -151546.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -151561.562500 Penalty: 714.819275
	Iteration 40F: 3 clusters Score -151561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151577.656250 Penalty: 714.819275
	Iteration 41Q: 3 clusters Score -151577.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151604.343750 Penalty: 714.819275
	Iteration 42Q: 3 clusters Score -151604.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -151628.953125 Penalty: 714.819275
	Iteration 43Q: 3 clusters Score -151629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -151643.375000 Penalty: 714.819275
	Iteration 44Q: 3 clusters Score -151643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -151656.375000 Penalty: 714.819275
	Iteration 45Q: 3 clusters Score -151656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -151661.875000 Penalty: 714.819275
	Iteration 46Q: 3 clusters Score -151661.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -151666.109375 Penalty: 714.819275
	Iteration 47Q: 3 clusters Score -151666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -151666.390625 Penalty: 714.819275
	Iteration 48Q: 3 clusters Score -151666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -151666.781250 Penalty: 714.819275
	Iteration 49Q: 3 clusters Score -151666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -151667.453125 Penalty: 714.819275
	Iteration 50Q: 3 clusters Score -151667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -151667.890625 Penalty: 714.819275
	Iteration 51Q: 3 clusters Score -151667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -151667.890625 Penalty: 714.819275
	Iteration 52F: 3 clusters Score -151667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Entering Unmasked Estep 
Score: -572370.937500 Penalty: 416.568726
	Iteration 0F: 2 clusters Score -572370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -566107.375000 Penalty: 833.137451
	Iteration 0F: 3 clusters Score -566107.4 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -568838.125000 Penalty: 833.137451
	Iteration 1F: 3 clusters Score -568838.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -569349.312500 Penalty: 833.137451
	Iteration 2F: 3 clusters Score -569349.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -570051.562500 Penalty: 833.137451
	Iteration 3F: 3 clusters Score -570051.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -570765.000000 Penalty: 833.137451
	Iteration 4F: 3 clusters Score -570765 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -571327.312500 Penalty: 833.137451
	Iteration 5F: 3 clusters Score -571327.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -571594.375000 Penalty: 833.137451
	Iteration 6Q: 3 clusters Score -571594.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -571689.562500 Penalty: 833.137451
	Iteration 7Q: 3 clusters Score -571689.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -571729.500000 Penalty: 833.137451
	Iteration 8Q: 3 clusters Score -571729.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -571759.312500 Penalty: 833.137451
	Iteration 9Q: 3 clusters Score -571759.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -571785.625000 Penalty: 833.137451
	Iteration 10Q: 3 clusters Score -571785.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -571796.687500 Penalty: 833.137451
	Iteration 11Q: 3 clusters Score -571796.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -571813.375000 Penalty: 833.137451
	Iteration 12Q: 3 clusters Score -571813.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -571829.125000 Penalty: 833.137451
	Iteration 13Q: 3 clusters Score -571829.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -571844.750000 Penalty: 833.137451
	Iteration 14Q: 3 clusters Score -571844.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -571858.375000 Penalty: 833.137451
	Iteration 15Q: 3 clusters Score -571858.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -571867.937500 Penalty: 833.137451
	Iteration 16Q: 3 clusters Score -571867.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -571882.437500 Penalty: 833.137451
	Iteration 17Q: 3 clusters Score -571882.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -571898.187500 Penalty: 833.137451
	Iteration 18Q: 3 clusters Score -571898.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -571910.687500 Penalty: 833.137451
	Iteration 19Q: 3 clusters Score -571910.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -571925.937500 Penalty: 833.137451
	Iteration 20F: 3 clusters Score -571925.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -571938.000000 Penalty: 833.137451
	Iteration 21Q: 3 clusters Score -571938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -571952.937500 Penalty: 833.137451
	Iteration 22Q: 3 clusters Score -571952.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -571966.937500 Penalty: 833.137451
	Iteration 23Q: 3 clusters Score -571966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -571982.750000 Penalty: 833.137451
	Iteration 24Q: 3 clusters Score -571982.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -571999.812500 Penalty: 833.137451
	Iteration 25Q: 3 clusters Score -571999.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -572009.562500 Penalty: 833.137451
	Iteration 26Q: 3 clusters Score -572009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -572018.250000 Penalty: 833.137451
	Iteration 27Q: 3 clusters Score -572018.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -572027.312500 Penalty: 833.137451
	Iteration 28Q: 3 clusters Score -572027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -572030.187500 Penalty: 833.137451
	Iteration 29Q: 3 clusters Score -572030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -572034.312500 Penalty: 833.137451
	Iteration 30Q: 3 clusters Score -572034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -572039.375000 Penalty: 833.137451
	Iteration 31Q: 3 clusters Score -572039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -572039.937500 Penalty: 833.137451
	Iteration 32Q: 3 clusters Score -572039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -572041.250000 Penalty: 833.137451
	Iteration 33Q: 3 clusters Score -572041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -572041.312500 Penalty: 833.137451
	Iteration 34Q: 3 clusters Score -572041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -572042.687500 Penalty: 833.137451
	Iteration 35Q: 3 clusters Score -572042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -572044.062500 Penalty: 833.137451
	Iteration 36Q: 3 clusters Score -572044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -572045.812500 Penalty: 833.137451
	Iteration 37Q: 3 clusters Score -572045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -572045.062500 Penalty: 833.137451
	Iteration 38Q: 3 clusters Score -572045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -572045.062500 Penalty: 833.137451
	Iteration 39F: 3 clusters Score -572045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 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 150 members 
Entering Unmasked Estep 
Score: -16280.419922 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16280.42 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16406.533203 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16406.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16433.878906 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16433.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16452.146484 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -16452.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16461.970703 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16461.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16476.488281 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16476.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16495.242188 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16495.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16499.318359 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16499.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16499.318359 Penalty: 516.584595
	Iteration 8F: 3 clusters Score -16499.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -136422.203125 Penalty: 357.900970
	Iteration 0F: 2 clusters Score -136422.2 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 1242 members 
Entering Unmasked Estep 
Score: -134603.484375 Penalty: 715.801941
	Iteration 0F: 3 clusters Score -134603.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -135367.953125 Penalty: 715.801941
	Iteration 1F: 3 clusters Score -135368 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135559.734375 Penalty: 715.801941
	Iteration 2F: 3 clusters Score -135559.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135687.968750 Penalty: 715.801941
	Iteration 3F: 3 clusters Score -135688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135778.687500 Penalty: 715.801941
	Iteration 4F: 3 clusters Score -135778.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135849.125000 Penalty: 715.801941
	Iteration 5Q: 3 clusters Score -135849.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135923.437500 Penalty: 715.801941
	Iteration 6Q: 3 clusters Score -135923.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135981.734375 Penalty: 715.801941
	Iteration 7Q: 3 clusters Score -135981.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136034.484375 Penalty: 715.801941
	Iteration 8Q: 3 clusters Score -136034.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136067.125000 Penalty: 715.801941
	Iteration 9Q: 3 clusters Score -136067.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136107.718750 Penalty: 715.801941
	Iteration 10Q: 3 clusters Score -136107.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136141.781250 Penalty: 715.801941
	Iteration 11Q: 3 clusters Score -136141.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136152.625000 Penalty: 715.801941
	Iteration 12Q: 3 clusters Score -136152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136160.109375 Penalty: 715.801941
	Iteration 13Q: 3 clusters Score -136160.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -136172.421875 Penalty: 715.801941
	Iteration 14Q: 3 clusters Score -136172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136185.734375 Penalty: 715.801941
	Iteration 15Q: 3 clusters Score -136185.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -136195.546875 Penalty: 715.801941
	Iteration 16Q: 3 clusters Score -136195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -136204.406250 Penalty: 715.801941
	Iteration 17Q: 3 clusters Score -136204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136212.234375 Penalty: 715.801941
	Iteration 18Q: 3 clusters Score -136212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136220.609375 Penalty: 715.801941
	Iteration 19Q: 3 clusters Score -136220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136225.625000 Penalty: 715.801941
	Iteration 20F: 3 clusters Score -136225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -136227.015625 Penalty: 715.801941
	Iteration 21Q: 3 clusters Score -136227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136227.921875 Penalty: 715.801941
	Iteration 22Q: 3 clusters Score -136227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -136229.437500 Penalty: 715.801941
	Iteration 23Q: 3 clusters Score -136229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136230.812500 Penalty: 715.801941
	Iteration 24Q: 3 clusters Score -136230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -136231.656250 Penalty: 715.801941
	Iteration 25Q: 3 clusters Score -136231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -136232.109375 Penalty: 715.801941
	Iteration 26Q: 3 clusters Score -136232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136231.875000 Penalty: 715.801941
	Iteration 27Q: 3 clusters Score -136231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136231.875000 Penalty: 715.801941
	Iteration 28F: 3 clusters Score -136231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -181487.437500 Penalty: 365.649384
	Iteration 0F: 2 clusters Score -181487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -179363.812500 Penalty: 731.298767
	Iteration 0F: 3 clusters Score -179363.8 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -180178.921875 Penalty: 731.298767
	Iteration 1F: 3 clusters Score -180178.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -180457.140625 Penalty: 731.298767
	Iteration 2F: 3 clusters Score -180457.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -180722.296875 Penalty: 731.298767
	Iteration 3F: 3 clusters Score -180722.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -180938.984375 Penalty: 731.298767
	Iteration 4F: 3 clusters Score -180939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -181078.125000 Penalty: 731.298767
	Iteration 5Q: 3 clusters Score -181078.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -181195.796875 Penalty: 731.298767
	Iteration 6Q: 3 clusters Score -181195.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -181269.015625 Penalty: 731.298767
	Iteration 7Q: 3 clusters Score -181269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -181291.578125 Penalty: 731.298767
	Iteration 8Q: 3 clusters Score -181291.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -181301.093750 Penalty: 731.298767
	Iteration 9Q: 3 clusters Score -181301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -181305.859375 Penalty: 731.298767
	Iteration 10Q: 3 clusters Score -181305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -181308.593750 Penalty: 731.298767
	Iteration 11Q: 3 clusters Score -181308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -181310.046875 Penalty: 731.298767
	Iteration 12Q: 3 clusters Score -181310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -181311.312500 Penalty: 731.298767
	Iteration 13Q: 3 clusters Score -181311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -181311.968750 Penalty: 731.298767
	Iteration 14Q: 3 clusters Score -181312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -181312.453125 Penalty: 731.298767
	Iteration 15Q: 3 clusters Score -181312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -181312.640625 Penalty: 731.298767
	Iteration 16Q: 3 clusters Score -181312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -181313.343750 Penalty: 731.298767
	Iteration 17Q: 3 clusters Score -181313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -181313.656250 Penalty: 731.298767
	Iteration 18Q: 3 clusters Score -181313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -181313.687500 Penalty: 731.298767
	Iteration 19Q: 3 clusters Score -181313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -181314.218750 Penalty: 731.298767
	Iteration 20F: 3 clusters Score -181314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -181314.609375 Penalty: 731.298767
	Iteration 21Q: 3 clusters Score -181314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -181314.609375 Penalty: 731.298767
	Iteration 22F: 3 clusters Score -181314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9718.777344 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9718.777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9804.055664 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9804.056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9870.487305 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9870.487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9879.976562 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9879.977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9886.457031 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9886.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9892.880859 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9892.881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9895.610352 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9895.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9895.610352 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -9895.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34017.320312 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34017.32 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34187.039062 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34187.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34252.707031 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34252.71 nChanged 41
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: -34320.984375 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34320.98 nChanged 35
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: -34370.964844 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -34370.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34416.472656 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34416.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34471.257812 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34471.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34498.753906 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34498.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34511.050781 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34511.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34527.132812 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34527.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34533.609375 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34533.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34537.121094 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34537.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34548.636719 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34548.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34555.828125 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34555.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34557.660156 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34557.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34558.933594 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -34558.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34560.320312 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -34560.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34561.066406 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -34561.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34561.242188 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -34561.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34561.242188 Penalty: 579.035522
	Iteration 19F: 3 clusters Score -34561.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4898.241699 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4898.242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4974.304199 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4974.304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5001.227539 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -5001.228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5018.364746 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -5018.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5038.656738 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -5038.657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5058.971191 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -5058.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5060.945312 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -5060.945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5060.945312 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -5060.945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 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 237 members 
Entering Unmasked Estep 
Score: -29012.683594 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -29012.68 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29215.462891 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29215.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29274.908203 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29274.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29298.712891 Penalty: 564.061584
	Iteration 3Q: 3 clusters Score -29298.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29308.669922 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29308.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29312.033203 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29312.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29315.423828 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29315.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29321.324219 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29321.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29331.072266 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29331.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29337.248047 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29337.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29344.662109 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29344.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29347.400391 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -29347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29348.117188 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -29348.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29348.117188 Penalty: 564.061584
	Iteration 13F: 3 clusters Score -29348.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 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 381 members 
Entering Unmasked Estep 
Score: -48933.292969 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48933.29 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49167.761719 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49167.76 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49259.031250 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49259.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49309.937500 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49309.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49342.429688 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49342.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49354.589844 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -49354.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49361.222656 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49361.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49366.128906 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49366.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49369.042969 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49369.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49371.789062 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49371.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49374.445312 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49374.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49376.203125 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49380.179688 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49380.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49383.511719 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49383.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49384.113281 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49384.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49384.398438 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -49384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49384.398438 Penalty: 605.762085
	Iteration 16F: 3 clusters Score -49384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Entering Unmasked Estep 
Score: -355646.312500 Penalty: 396.167877
	Iteration 0F: 2 clusters Score -355646.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -351530.500000 Penalty: 792.335754
	Iteration 0F: 3 clusters Score -351530.5 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -353190.906250 Penalty: 792.335754
	Iteration 1F: 3 clusters Score -353190.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -353442.031250 Penalty: 792.335754
	Iteration 2F: 3 clusters Score -353442 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -353750.156250 Penalty: 792.335754
	Iteration 3F: 3 clusters Score -353750.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -354100.843750 Penalty: 792.335754
	Iteration 4F: 3 clusters Score -354100.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -354456.500000 Penalty: 792.335754
	Iteration 5F: 3 clusters Score -354456.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -354736.031250 Penalty: 792.335754
	Iteration 6F: 3 clusters Score -354736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -354918.156250 Penalty: 792.335754
	Iteration 7Q: 3 clusters Score -354918.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -355065.875000 Penalty: 792.335754
	Iteration 8Q: 3 clusters Score -355065.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -355163.968750 Penalty: 792.335754
	Iteration 9Q: 3 clusters Score -355164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -355237.375000 Penalty: 792.335754
	Iteration 10Q: 3 clusters Score -355237.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -355276.781250 Penalty: 792.335754
	Iteration 11Q: 3 clusters Score -355276.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -355303.093750 Penalty: 792.335754
	Iteration 12Q: 3 clusters Score -355303.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -355316.281250 Penalty: 792.335754
	Iteration 13Q: 3 clusters Score -355316.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -355329.343750 Penalty: 792.335754
	Iteration 14Q: 3 clusters Score -355329.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -355343.031250 Penalty: 792.335754
	Iteration 15Q: 3 clusters Score -355343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -355352.437500 Penalty: 792.335754
	Iteration 16Q: 3 clusters Score -355352.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -355358.187500 Penalty: 792.335754
	Iteration 17Q: 3 clusters Score -355358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -355363.062500 Penalty: 792.335754
	Iteration 18Q: 3 clusters Score -355363.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -355368.625000 Penalty: 792.335754
	Iteration 19Q: 3 clusters Score -355368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -355371.812500 Penalty: 792.335754
	Iteration 20F: 3 clusters Score -355371.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -355374.781250 Penalty: 792.335754
	Iteration 21Q: 3 clusters Score -355374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -355377.250000 Penalty: 792.335754
	Iteration 22Q: 3 clusters Score -355377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -355378.093750 Penalty: 792.335754
	Iteration 23Q: 3 clusters Score -355378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -355380.250000 Penalty: 792.335754
	Iteration 24Q: 3 clusters Score -355380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -355380.656250 Penalty: 792.335754
	Iteration 25Q: 3 clusters Score -355380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -355381.406250 Penalty: 792.335754
	Iteration 26Q: 3 clusters Score -355381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -355382.625000 Penalty: 792.335754
	Iteration 27Q: 3 clusters Score -355382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -355384.187500 Penalty: 792.335754
	Iteration 28Q: 3 clusters Score -355384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -355385.843750 Penalty: 792.335754
	Iteration 29Q: 3 clusters Score -355385.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -355389.562500 Penalty: 792.335754
	Iteration 30Q: 3 clusters Score -355389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -355391.250000 Penalty: 792.335754
	Iteration 31Q: 3 clusters Score -355391.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -355395.281250 Penalty: 792.335754
	Iteration 32Q: 3 clusters Score -355395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -355398.343750 Penalty: 792.335754
	Iteration 33Q: 3 clusters Score -355398.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -355400.718750 Penalty: 792.335754
	Iteration 34Q: 3 clusters Score -355400.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -355404.656250 Penalty: 792.335754
	Iteration 35Q: 3 clusters Score -355404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -355409.625000 Penalty: 792.335754
	Iteration 36Q: 3 clusters Score -355409.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355413.750000 Penalty: 792.335754
	Iteration 37Q: 3 clusters Score -355413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -355421.156250 Penalty: 792.335754
	Iteration 38Q: 3 clusters Score -355421.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -355427.718750 Penalty: 792.335754
	Iteration 39Q: 3 clusters Score -355427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -355435.343750 Penalty: 792.335754
	Iteration 40F: 3 clusters Score -355435.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -355441.593750 Penalty: 792.335754
	Iteration 41Q: 3 clusters Score -355441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -355447.906250 Penalty: 792.335754
	Iteration 42Q: 3 clusters Score -355447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -355454.781250 Penalty: 792.335754
	Iteration 43Q: 3 clusters Score -355454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -355460.781250 Penalty: 792.335754
	Iteration 44Q: 3 clusters Score -355460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -355468.375000 Penalty: 792.335754
	Iteration 45Q: 3 clusters Score -355468.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -355476.437500 Penalty: 792.335754
	Iteration 46Q: 3 clusters Score -355476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -355479.812500 Penalty: 792.335754
	Iteration 47Q: 3 clusters Score -355479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -355486.406250 Penalty: 792.335754
	Iteration 48Q: 3 clusters Score -355486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -355491.375000 Penalty: 792.335754
	Iteration 49Q: 3 clusters Score -355491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -355491.531250 Penalty: 792.335754
	Iteration 50Q: 3 clusters Score -355491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -355491.968750 Penalty: 792.335754
	Iteration 51Q: 3 clusters Score -355492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -355491.968750 Penalty: 792.335754
	Iteration 52F: 3 clusters Score -355492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50330.644531 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50330.64 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -50605.789062 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50605.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50678.191406 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50678.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -50713.257812 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50713.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50739.812500 Penalty: 615.303101
	Iteration 4Q: 3 clusters Score -50739.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -50759.843750 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50759.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -50768.953125 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50768.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -50774.929688 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50774.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -50781.839844 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50781.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -50789.343750 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50789.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -50799.570312 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50799.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -50810.640625 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50810.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50818.015625 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50818.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -50829.824219 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50829.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -50840.535156 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50840.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50850.917969 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50850.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -50858.941406 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50858.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -50865.781250 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -50865.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -50871.187500 Penalty: 615.303101
	Iteration 18Q: 3 clusters Score -50871.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -50872.558594 Penalty: 615.303101
	Iteration 19Q: 3 clusters Score -50872.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -50877.464844 Penalty: 615.303101
	Iteration 20F: 3 clusters Score -50877.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -50882.503906 Penalty: 615.303101
	Iteration 21Q: 3 clusters Score -50882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -50885.910156 Penalty: 615.303101
	Iteration 22Q: 3 clusters Score -50885.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50889.093750 Penalty: 615.303101
	Iteration 23Q: 3 clusters Score -50889.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -50891.964844 Penalty: 615.303101
	Iteration 24Q: 3 clusters Score -50891.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -50896.710938 Penalty: 615.303101
	Iteration 25Q: 3 clusters Score -50896.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -50911.300781 Penalty: 615.303101
	Iteration 26Q: 3 clusters Score -50911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -50917.105469 Penalty: 615.303101
	Iteration 27Q: 3 clusters Score -50917.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -50920.632812 Penalty: 615.303101
	Iteration 28Q: 3 clusters Score -50920.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50923.789062 Penalty: 615.303101
	Iteration 29Q: 3 clusters Score -50923.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50926.367188 Penalty: 615.303101
	Iteration 30Q: 3 clusters Score -50926.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -50927.332031 Penalty: 615.303101
	Iteration 31Q: 3 clusters Score -50927.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -50927.566406 Penalty: 615.303101
	Iteration 32Q: 3 clusters Score -50927.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -50927.566406 Penalty: 615.303101
	Iteration 33F: 3 clusters Score -50927.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13320.239258 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13320.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13446.633789 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13446.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13501.451172 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13501.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13531.026367 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -13531.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13560.118164 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13560.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13564.352539 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13564.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13565.462891 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13565.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13566.587891 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13566.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13572.191406 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13572.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13575.915039 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -13575.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13580.327148 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -13580.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13582.348633 Penalty: 491.643646
	Iteration 11Q: 3 clusters Score -13582.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13582.348633 Penalty: 491.643646
	Iteration 12F: 3 clusters Score -13582.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13496.687500 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13496.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13189.983398 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13189.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13308.566406 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13308.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13336.594727 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13336.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13347.309570 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -13347.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13359.739258 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13359.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13367.826172 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13367.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13371.702148 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13377.766602 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13377.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13381.501953 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13388.877930 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13388.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13390.102539 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13390.102539 Penalty: 514.695251
	Iteration 11F: 3 clusters Score -13390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 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 112 members 
Entering Unmasked Estep 
Score: -11519.808594 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11519.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11649.776367 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11649.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11695.824219 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11695.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11708.960938 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -11708.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11726.350586 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11726.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11731.983398 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11731.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11733.609375 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11733.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11735.262695 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -11735.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11736.143555 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -11736.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11736.143555 Penalty: 502.088196
	Iteration 9F: 3 clusters Score -11736.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10374.964844 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10374.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10547.852539 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10547.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10623.943359 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10623.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10710.028320 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10710.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10721.563477 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10721.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10723.338867 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10723.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10723.338867 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -10723.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 72 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 118 members 
Entering Unmasked Estep 
Score: -58207696.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58208148.000000 to -58207696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -41165.605469 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -41165.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40511.875000 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -40511.88 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40668.808594 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -40668.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40722.136719 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -40722.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40746.515625 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -40746.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40759.757812 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -40759.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40771.125000 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -40771.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40779.292969 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -40779.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40783.238281 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -40783.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40787.785156 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -40787.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40791.042969 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -40791.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40792.527344 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -40792.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40793.062500 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -40793.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40793.113281 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -40793.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40793.730469 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -40793.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40793.730469 Penalty: 597.950317
	Iteration 14F: 3 clusters Score -40793.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10043.166016 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10043.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10130.056641 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10130.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10167.824219 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10167.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10194.411133 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -10194.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10211.499023 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10222.480469 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10222.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10250.854492 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10250.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10265.416016 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10265.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10267.803711 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -10267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10270.912109 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -10270.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10272.064453 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -10272.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10283.916992 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -10283.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10284.930664 Penalty: 473.063202
	Iteration 12Q: 3 clusters Score -10284.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10287.329102 Penalty: 473.063202
	Iteration 13Q: 3 clusters Score -10287.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10313.302734 Penalty: 473.063202
	Iteration 14Q: 3 clusters Score -10313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10324.917969 Penalty: 473.063202
	Iteration 15Q: 3 clusters Score -10324.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10332.987305 Penalty: 473.063202
	Iteration 16Q: 3 clusters Score -10332.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10339.417969 Penalty: 473.063202
	Iteration 17Q: 3 clusters Score -10339.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10349.281250 Penalty: 473.063202
	Iteration 18Q: 3 clusters Score -10349.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10354.694336 Penalty: 473.063202
	Iteration 19Q: 3 clusters Score -10354.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10364.172852 Penalty: 473.063202
	Iteration 20F: 3 clusters Score -10364.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10375.592773 Penalty: 473.063202
	Iteration 21Q: 3 clusters Score -10375.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10401.763672 Penalty: 473.063202
	Iteration 22Q: 3 clusters Score -10401.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10403.821289 Penalty: 473.063202
	Iteration 23F: 3 clusters Score -10403.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10430.089844 Penalty: 473.063202
	Iteration 24Q: 3 clusters Score -10430.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10430.089844 Penalty: 473.063202
	Iteration 25F: 3 clusters Score -10430.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 110 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 71 members 
Entering Unmasked Estep 
Score: -58207816.000000 Penalty: 52866.046875
Splitting cluster 41 changes total score from -58208148.000000 to -58207816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35087.667969 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35087.67 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35267.804688 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35267.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35353.554688 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35353.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35394.957031 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35394.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35416.953125 Penalty: 581.511902
	Iteration 4Q: 3 clusters Score -35416.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35430.746094 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35430.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35444.570312 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35444.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35453.101562 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35457.429688 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35457.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35460.992188 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35460.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35464.785156 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35464.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35466.375000 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35466.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35467.441406 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35467.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35470.070312 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35470.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35476.742188 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35476.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35481.656250 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35481.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35483.593750 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35483.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35483.789062 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35483.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35484.707031 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35484.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35485.324219 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35485.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35486.023438 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35486.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35487.355469 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35487.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35488.402344 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35489.003906 Penalty: 581.511902
	Iteration 23Q: 3 clusters Score -35489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35490.332031 Penalty: 581.511902
	Iteration 24Q: 3 clusters Score -35490.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35493.003906 Penalty: 581.511902
	Iteration 25Q: 3 clusters Score -35493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35493.121094 Penalty: 581.511902
	Iteration 26Q: 3 clusters Score -35493.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35493.121094 Penalty: 581.511902
	Iteration 27F: 3 clusters Score -35493.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9262.192383 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9262.192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9324.871094 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9324.871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9351.749023 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9351.749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9358.998047 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -9358.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9367.388672 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9367.389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9369.466797 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -9369.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9371.633789 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -9371.634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9371.633789 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -9371.634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10451.719727 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10451.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10532.658203 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10532.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10570.023438 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10570.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10587.071289 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10587.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10605.458008 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10605.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10614.289062 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10614.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10618.930664 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10618.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10622.391602 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -10622.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10626.524414 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -10626.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10628.285156 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -10628.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10633.467773 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -10633.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10640.691406 Penalty: 472.559082
	Iteration 11Q: 3 clusters Score -10640.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10644.473633 Penalty: 472.559082
	Iteration 12Q: 3 clusters Score -10644.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10644.473633 Penalty: 472.559082
	Iteration 13F: 3 clusters Score -10644.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 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 406 members 
Entering Unmasked Estep 
Score: -44880.332031 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44880.33 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -45268.117188 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45268.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -45364.765625 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45364.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45405.242188 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45405.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -45430.886719 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -45430.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45449.062500 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45449.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45464.976562 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45464.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45479.863281 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45479.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45496.054688 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45496.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -45502.945312 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45502.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45505.789062 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45505.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -45507.300781 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45507.878906 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45507.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45507.878906 Penalty: 608.640259
	Iteration 13F: 3 clusters Score -45507.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14010.273438 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14010.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14084.181641 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14084.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14119.125000 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14119.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14140.633789 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14140.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14154.181641 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14154.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14155.820312 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14155.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14156.951172 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14156.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14157.250000 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14157.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14157.529297 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -14157.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14158.065430 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -14158.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14158.678711 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -14158.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14158.678711 Penalty: 500.614502
	Iteration 11F: 3 clusters Score -14158.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -337878.906250 Penalty: 392.599274
	Iteration 0F: 2 clusters Score -337878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -334063.625000 Penalty: 785.198547
	Iteration 0F: 3 clusters Score -334063.6 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -335435.156250 Penalty: 785.198547
	Iteration 1F: 3 clusters Score -335435.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -335552.093750 Penalty: 785.198547
	Iteration 2F: 3 clusters Score -335552.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -335683.687500 Penalty: 785.198547
	Iteration 3Q: 3 clusters Score -335683.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -335826.406250 Penalty: 785.198547
	Iteration 4F: 3 clusters Score -335826.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -335987.687500 Penalty: 785.198547
	Iteration 5F: 3 clusters Score -335987.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -336168.281250 Penalty: 785.198547
	Iteration 6F: 3 clusters Score -336168.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -336354.500000 Penalty: 785.198547
	Iteration 7Q: 3 clusters Score -336354.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -336556.125000 Penalty: 785.198547
	Iteration 8F: 3 clusters Score -336556.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -336745.875000 Penalty: 785.198547
	Iteration 9Q: 3 clusters Score -336745.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -336881.156250 Penalty: 785.198547
	Iteration 10Q: 3 clusters Score -336881.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -336995.937500 Penalty: 785.198547
	Iteration 11Q: 3 clusters Score -336995.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -337096.375000 Penalty: 785.198547
	Iteration 12Q: 3 clusters Score -337096.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -337186.968750 Penalty: 785.198547
	Iteration 13Q: 3 clusters Score -337187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -337288.093750 Penalty: 785.198547
	Iteration 14Q: 3 clusters Score -337288.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -337383.687500 Penalty: 785.198547
	Iteration 15Q: 3 clusters Score -337383.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -337473.062500 Penalty: 785.198547
	Iteration 16Q: 3 clusters Score -337473.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -337542.125000 Penalty: 785.198547
	Iteration 17Q: 3 clusters Score -337542.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -337602.968750 Penalty: 785.198547
	Iteration 18Q: 3 clusters Score -337603 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -337659.937500 Penalty: 785.198547
	Iteration 19Q: 3 clusters Score -337659.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -337705.625000 Penalty: 785.198547
	Iteration 20F: 3 clusters Score -337705.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -337746.937500 Penalty: 785.198547
	Iteration 21Q: 3 clusters Score -337746.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -337775.750000 Penalty: 785.198547
	Iteration 22Q: 3 clusters Score -337775.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -337793.656250 Penalty: 785.198547
	Iteration 23Q: 3 clusters Score -337793.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -337811.375000 Penalty: 785.198547
	Iteration 24Q: 3 clusters Score -337811.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337821.656250 Penalty: 785.198547
	Iteration 25Q: 3 clusters Score -337821.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337831.406250 Penalty: 785.198547
	Iteration 26Q: 3 clusters Score -337831.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337838.062500 Penalty: 785.198547
	Iteration 27Q: 3 clusters Score -337838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -337841.625000 Penalty: 785.198547
	Iteration 28Q: 3 clusters Score -337841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337842.093750 Penalty: 785.198547
	Iteration 29Q: 3 clusters Score -337842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -337843.031250 Penalty: 785.198547
	Iteration 30Q: 3 clusters Score -337843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337842.812500 Penalty: 785.198547
	Iteration 31Q: 3 clusters Score -337842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -337844.031250 Penalty: 785.198547
	Iteration 32Q: 3 clusters Score -337844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -337844.812500 Penalty: 785.198547
	Iteration 33Q: 3 clusters Score -337844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -337846.218750 Penalty: 785.198547
	Iteration 34Q: 3 clusters Score -337846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -337846.593750 Penalty: 785.198547
	Iteration 35Q: 3 clusters Score -337846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -337845.937500 Penalty: 785.198547
	Iteration 36Q: 3 clusters Score -337845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -337847.187500 Penalty: 785.198547
	Iteration 37Q: 3 clusters Score -337847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337846.875000 Penalty: 785.198547
	Iteration 38Q: 3 clusters Score -337846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337846.875000 Penalty: 785.198547
	Iteration 39F: 3 clusters Score -337846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10407.916992 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10407.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10134.293945 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10134.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10214.182617 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10214.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10226.396484 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10229.440430 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -10229.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10230.612305 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10230.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10230.612305 Penalty: 483.948914
	Iteration 5F: 3 clusters Score -10230.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8073.802734 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8073.803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8243.653320 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8243.653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8337.252930 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8337.253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8430.591797 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -8430.592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8507.591797 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8507.592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8540.180664 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8540.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8540.180664 Penalty: 460.118378
	Iteration 6F: 3 clusters Score -8540.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 61 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 96 members 
Entering Unmasked Estep 
Score: -58207836.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58208148.000000 to -58207836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (58626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Entering Unmasked Estep 
Score: -3520609.000000 Penalty: 499.541473
	Iteration 0F: 2 clusters Score -3520609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3481280.250000 Penalty: 999.082947
	Iteration 0F: 3 clusters Score -3481280 nChanged 28465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -3502227.250000 Penalty: 999.082947
	Iteration 1F: 3 clusters Score -3502227 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -3505619.250000 Penalty: 999.082947
	Iteration 2F: 3 clusters Score -3505619 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -3509925.500000 Penalty: 999.082947
	Iteration 3F: 3 clusters Score -3509926 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -3514129.750000 Penalty: 999.082947
	Iteration 4F: 3 clusters Score -3514130 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -3517326.500000 Penalty: 999.082947
	Iteration 5F: 3 clusters Score -3517326 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -3519185.750000 Penalty: 999.082947
	Iteration 6Q: 3 clusters Score -3519186 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -3519907.000000 Penalty: 999.082947
	Iteration 7Q: 3 clusters Score -3519907 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -3520087.750000 Penalty: 999.082947
	Iteration 8Q: 3 clusters Score -3520088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -3520136.250000 Penalty: 999.082947
	Iteration 9Q: 3 clusters Score -3520136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -3520158.750000 Penalty: 999.082947
	Iteration 10Q: 3 clusters Score -3520159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -3520163.250000 Penalty: 999.082947
	Iteration 11Q: 3 clusters Score -3520163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -3520168.500000 Penalty: 999.082947
	Iteration 12Q: 3 clusters Score -3520168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -3520167.750000 Penalty: 999.082947
	Iteration 13Q: 3 clusters Score -3520168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -3520167.750000 Penalty: 999.082947
	Iteration 14F: 3 clusters Score -3520168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15617.647461 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15617.65 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15713.404297 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15713.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15740.743164 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15740.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15752.651367 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15752.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15765.928711 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15765.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15774.939453 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15774.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15778.801758 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15786.785156 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15786.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15798.203125 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15816.423828 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15816.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15835.712891 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15835.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15843.785156 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -15843.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15844.825195 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -15844.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15844.825195 Penalty: 509.792816
	Iteration 13F: 3 clusters Score -15844.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10919.325195 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10919.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11056.399414 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11056.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11104.780273 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11104.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11110.556641 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11110.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11124.321289 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11124.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11128.859375 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11128.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11137.538086 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11137.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11149.041016 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11149.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11154.771484 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11154.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11157.609375 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11157.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11161.403320 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11161.403320 Penalty: 495.260010
	Iteration 11F: 3 clusters Score -11161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11252.236328 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11252.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11336.638672 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11336.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11384.496094 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11429.232422 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -11429.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11446.815430 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11446.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11454.553711 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11454.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11455.060547 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11455.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11455.060547 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -11455.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 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 149 members 
Entering Unmasked Estep 
Score: -9754.963867 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9754.964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9856.843750 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9856.844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9897.000000 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9909.498047 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -9909.498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9922.695312 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9922.695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9938.340820 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9938.341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9948.961914 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9948.962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9958.629883 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9958.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9967.195312 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9967.195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9971.503906 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9971.504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9972.387695 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -9972.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9973.128906 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -9973.129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9973.937500 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -9973.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9974.139648 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -9974.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9974.139648 Penalty: 517.822693
	Iteration 14F: 3 clusters Score -9974.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 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 161 members 
Entering Unmasked Estep 
Score: -18406.343750 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18406.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18531.962891 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18531.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18558.320312 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18558.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18571.978516 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -18571.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18585.763672 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18585.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18592.792969 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18592.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18593.187500 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18593.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18593.187500 Penalty: 524.632385
	Iteration 7F: 3 clusters Score -18593.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 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 304 members 
Entering Unmasked Estep 
Score: -37138.339844 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37138.34 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37298.160156 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37298.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37349.761719 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37349.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37379.531250 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37379.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37415.429688 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -37415.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37476.250000 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37476.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37563.296875 Penalty: 581.816772
	Iteration 6F: 3 clusters Score -37563.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37609.667969 Penalty: 581.816772
	Iteration 7F: 3 clusters Score -37609.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37642.429688 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37642.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37665.351562 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37665.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37679.160156 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37679.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37686.878906 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37686.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37692.062500 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -37692.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37696.707031 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -37696.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37700.988281 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -37700.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37702.992188 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -37702.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37702.992188 Penalty: 581.816772
	Iteration 16F: 3 clusters Score -37702.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 233 members 
Entering Unmasked Estep 
Score: -58207724.000000 Penalty: 52866.046875
Splitting cluster 56 changes total score from -58208148.000000 to -58207724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -121590.265625 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121590.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122130.507812 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122130.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -122277.656250 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122277.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -122426.789062 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122426.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122561.648438 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122561.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -122653.484375 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -122653.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -122725.015625 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122768.406250 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122768.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122790.960938 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122810.757812 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122810.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -122826.375000 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122826.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -122835.398438 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -122838.617188 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122842.031250 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122845.531250 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122848.390625 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122851.148438 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122854.351562 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122855.953125 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122857.906250 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122858.390625 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122858.890625 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122859.093750 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122859.093750 Penalty: 693.439575
	Iteration 23F: 3 clusters Score -122859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70325.726562 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70325.73 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70648.156250 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70648.16 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70801.796875 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70801.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70904.914062 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70904.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70954.671875 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -70954.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70991.937500 Penalty: 642.503357
	Iteration 5Q: 3 clusters Score -70991.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71024.507812 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71024.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71055.070312 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71055.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71075.140625 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71075.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -71088.656250 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71088.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -71100.953125 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71100.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71114.617188 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71114.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71132.062500 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71132.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71143.156250 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71143.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71150.132812 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71150.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71154.882812 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71154.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71158.710938 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71158.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71163.562500 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71163.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71167.882812 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71167.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71172.304688 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -71172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71176.578125 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -71176.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71188.351562 Penalty: 642.503357
	Iteration 21Q: 3 clusters Score -71188.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71227.539062 Penalty: 642.503357
	Iteration 22Q: 3 clusters Score -71227.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71242.960938 Penalty: 642.503357
	Iteration 23Q: 3 clusters Score -71242.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71253.546875 Penalty: 642.503357
	Iteration 24Q: 3 clusters Score -71253.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71261.984375 Penalty: 642.503357
	Iteration 25Q: 3 clusters Score -71261.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71266.734375 Penalty: 642.503357
	Iteration 26Q: 3 clusters Score -71266.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71268.132812 Penalty: 642.503357
	Iteration 27Q: 3 clusters Score -71268.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71269.937500 Penalty: 642.503357
	Iteration 28Q: 3 clusters Score -71269.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71271.000000 Penalty: 642.503357
	Iteration 29Q: 3 clusters Score -71271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71273.507812 Penalty: 642.503357
	Iteration 30Q: 3 clusters Score -71273.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71273.679688 Penalty: 642.503357
	Iteration 31Q: 3 clusters Score -71273.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71273.679688 Penalty: 642.503357
	Iteration 32F: 3 clusters Score -71273.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28259.873047 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28259.87 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28397.103516 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28397.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28441.673828 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28441.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28470.431641 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28470.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28492.361328 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28492.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28516.259766 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28516.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28529.490234 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28529.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28533.351562 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28533.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28533.568359 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28533.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28533.568359 Penalty: 554.924744
	Iteration 9F: 3 clusters Score -28533.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9068.468750 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9068.469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9297.765625 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9297.766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9385.955078 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9385.955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9462.234375 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -9462.234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9486.212891 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9486.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9490.232422 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9490.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9490.232422 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -9490.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 113 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 95 members 
Entering Unmasked Estep 
Score: -58207848.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58208148.000000 to -58207848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 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 169 members 
Entering Unmasked Estep 
Score: -17045.181641 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17045.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17196.710938 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17196.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17239.968750 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17239.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17249.009766 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -17249.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17251.580078 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17251.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17252.250000 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17252.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17252.652344 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17252.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17252.652344 Penalty: 526.047668
	Iteration 7F: 3 clusters Score -17252.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21945.980469 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21945.98 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22067.669922 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22067.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22095.560547 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22095.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22106.435547 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -22106.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22110.746094 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -22110.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22113.900391 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22114.367188 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22114.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22114.367188 Penalty: 526.886414
	Iteration 7F: 3 clusters Score -22114.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25136.250000 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25136.25 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25290.046875 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25290.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25357.142578 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25357.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25416.675781 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -25416.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25486.533203 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -25486.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25525.708984 Penalty: 552.647095
	Iteration 5F: 3 clusters Score -25525.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25547.123047 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25547.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25552.960938 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25552.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25555.066406 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25555.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25555.066406 Penalty: 552.647095
	Iteration 9F: 3 clusters Score -25555.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (76126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Entering Unmasked Estep 
Score: -4632925.500000 Penalty: 511.426575
	Iteration 0F: 2 clusters Score -4632926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 1022.853149
	Iteration 0F: 3 clusters Score -4581460 nChanged 37257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -4604353.000000 Penalty: 1022.853149
	Iteration 1F: 3 clusters Score -4604353 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -4605726.000000 Penalty: 1022.853149
	Iteration 2Q: 3 clusters Score -4605726 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -4608198.500000 Penalty: 1022.853149
	Iteration 3F: 3 clusters Score -4608198 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -4612170.000000 Penalty: 1022.853149
	Iteration 4F: 3 clusters Score -4612170 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -4616882.500000 Penalty: 1022.853149
	Iteration 5F: 3 clusters Score -4616882 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -4620930.500000 Penalty: 1022.853149
	Iteration 6F: 3 clusters Score -4620930 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -4623437.000000 Penalty: 1022.853149
	Iteration 7Q: 3 clusters Score -4623437 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -4625037.500000 Penalty: 1022.853149
	Iteration 8Q: 3 clusters Score -4625038 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -4626212.500000 Penalty: 1022.853149
	Iteration 9Q: 3 clusters Score -4626212 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -4627281.000000 Penalty: 1022.853149
	Iteration 10Q: 3 clusters Score -4627281 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -4628364.500000 Penalty: 1022.853149
	Iteration 11Q: 3 clusters Score -4628364 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -4629359.000000 Penalty: 1022.853149
	Iteration 12Q: 3 clusters Score -4629359 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -4630228.000000 Penalty: 1022.853149
	Iteration 13Q: 3 clusters Score -4630228 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -4630902.000000 Penalty: 1022.853149
	Iteration 14Q: 3 clusters Score -4630902 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -4631415.000000 Penalty: 1022.853149
	Iteration 15Q: 3 clusters Score -4631415 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -4631770.000000 Penalty: 1022.853149
	Iteration 16Q: 3 clusters Score -4631770 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -4632009.000000 Penalty: 1022.853149
	Iteration 17Q: 3 clusters Score -4632009 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -4632231.000000 Penalty: 1022.853149
	Iteration 18Q: 3 clusters Score -4632231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -4632343.000000 Penalty: 1022.853149
	Iteration 19Q: 3 clusters Score -4632343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -4632393.000000 Penalty: 1022.853149
	Iteration 20F: 3 clusters Score -4632393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -4632445.500000 Penalty: 1022.853149
	Iteration 21Q: 3 clusters Score -4632446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -4632461.500000 Penalty: 1022.853149
	Iteration 22Q: 3 clusters Score -4632462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -4632472.500000 Penalty: 1022.853149
	Iteration 23Q: 3 clusters Score -4632472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -4632472.000000 Penalty: 1022.853149
	Iteration 24Q: 3 clusters Score -4632472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -4632472.000000 Penalty: 1022.853149
	Iteration 25Q: 3 clusters Score -4632472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -4632471.000000 Penalty: 1022.853149
	Iteration 26Q: 3 clusters Score -4632471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -4632471.000000 Penalty: 1022.853149
	Iteration 27F: 3 clusters Score -4632471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8405.341797 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8405.342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8464.794922 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8464.795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8487.817383 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8487.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8491.834961 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8491.835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8496.272461 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8496.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8498.573242 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8498.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8503.352539 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8503.353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8514.545898 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8514.546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8517.771484 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -8517.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8520.850586 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -8520.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8523.958008 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -8523.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8552.649414 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -8552.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8555.403320 Penalty: 452.882751
	Iteration 12Q: 3 clusters Score -8555.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8555.403320 Penalty: 452.882751
	Iteration 13F: 3 clusters Score -8555.403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24507.173828 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24507.17 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24605.343750 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24605.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24627.533203 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24627.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24642.167969 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -24642.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24661.164062 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24661.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24673.142578 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24673.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24683.185547 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24683.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24696.429688 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24696.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24705.925781 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24705.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24709.214844 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24709.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24713.011719 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24713.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24715.791016 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24715.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24717.875000 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24717.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24720.597656 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24721.513672 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24721.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24724.298828 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24726.054688 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -24726.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24728.576172 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -24728.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24731.548828 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -24731.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24731.994141 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -24731.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24731.994141 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -24731.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12877.928711 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12877.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12972.766602 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12972.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13002.445312 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -13002.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13020.916992 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13020.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13027.886719 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13027.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13031.280273 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13031.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13031.881836 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13031.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13031.881836 Penalty: 487.019104
	Iteration 7F: 3 clusters Score -13031.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11120.105469 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11120.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11208.560547 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11208.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11236.217773 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11236.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11246.850586 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11246.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11255.308594 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11255.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11263.923828 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11263.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11267.810547 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11267.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11268.862305 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -11268.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11268.862305 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -11268.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -6901.349121 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -6901.349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6656.289551 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6656.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6853.926270 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6853.926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6906.267578 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6906.268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6925.491699 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6925.492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6939.200195 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6947.694336 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -6947.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6967.335449 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -6967.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6976.291504 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -6976.292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6980.160156 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -6980.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6980.160156 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -6980.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 59 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 89 members 
Entering Unmasked Estep 
Score: -58207740.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58208148.000000 to -58207740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10901.432617 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10901.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11008.793945 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -11008.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11050.362305 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11050.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11091.860352 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -11091.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11118.913086 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11118.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11132.327148 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11132.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11135.839844 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11135.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11135.839844 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -11135.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13150.448242 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13150.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13295.191406 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13295.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13332.118164 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13332.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13353.397461 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13374.935547 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13374.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13383.485352 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13383.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13393.724609 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13393.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13393.724609 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -13393.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14138.173828 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14138.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14260.314453 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14260.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14329.541016 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14329.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14390.852539 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -14390.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14420.893555 Penalty: 506.022034
	Iteration 4F: 3 clusters Score -14420.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14429.497070 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14429.497070 Penalty: 506.022034
	Iteration 6F: 3 clusters Score -14429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6109.329590 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6109.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6160.324707 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6160.325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6167.042480 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6167.042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6186.538086 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6186.538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6195.289551 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6195.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6200.493164 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6200.493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6204.796875 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6204.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6204.796875 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -6204.797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8151.444824 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8151.445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8255.298828 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8255.299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8287.943359 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8287.943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8319.416992 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -8319.417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8336.059570 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8336.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8354.845703 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8354.846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8359.787109 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8359.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8359.787109 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -8359.787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11085.806641 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11085.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11164.002930 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11201.144531 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11201.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11220.029297 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -11220.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11229.187500 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11229.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11233.502930 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11233.502930 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -11233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23887.923828 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23887.92 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23999.255859 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -23999.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24041.460938 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24041.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24062.773438 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -24062.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24094.029297 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -24094.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24120.843750 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24120.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24134.226562 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24134.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24144.732422 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24144.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24158.687500 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24158.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24178.480469 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24178.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24204.029297 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24204.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24220.212891 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24220.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24255.068359 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24255.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24281.099609 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24281.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24300.562500 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24300.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24316.669922 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -24316.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24332.115234 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -24332.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24340.365234 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -24340.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24350.550781 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -24350.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24355.800781 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -24355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24373.226562 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -24373.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24393.587891 Penalty: 549.446228
	Iteration 21Q: 3 clusters Score -24393.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24401.349609 Penalty: 549.446228
	Iteration 22Q: 3 clusters Score -24401.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24401.349609 Penalty: 549.446228
	Iteration 23F: 3 clusters Score -24401.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 281 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 138 members 
Entering Unmasked Estep 
Score: -58207780.000000 Penalty: 52866.046875
Splitting cluster 76 changes total score from -58208148.000000 to -58207780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23236.896484 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23236.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23353.273438 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23353.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23387.970703 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23387.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23418.294922 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23418.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23437.507812 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23437.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23459.789062 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23459.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23471.492188 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23471.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23481.001953 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23502.363281 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23502.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23529.048828 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23529.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23548.501953 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23561.333984 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23561.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23567.390625 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -23567.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23570.664062 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23570.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23570.664062 Penalty: 542.919373
	Iteration 14F: 3 clusters Score -23570.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12361.005859 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12361.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12428.876953 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12428.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12455.598633 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12464.794922 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12464.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12474.331055 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12474.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12484.505859 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12484.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12499.327148 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12499.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12516.956055 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -12516.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12520.250000 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -12520.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12522.095703 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -12522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12523.057617 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -12523.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12523.057617 Penalty: 483.501770
	Iteration 11F: 3 clusters Score -12523.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4450.633301 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4450.633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4486.452637 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4486.453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4504.066406 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -4504.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4505.124512 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4505.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4505.124512 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -4505.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8751.208984 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8751.209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8911.652344 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8911.652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8961.647461 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8961.647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8978.881836 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -8978.882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8985.576172 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8985.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8989.106445 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8989.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8995.855469 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8995.855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9002.674805 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -9002.675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9007.330078 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -9007.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9007.794922 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -9007.795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9007.794922 Penalty: 493.268707
	Iteration 10F: 3 clusters Score -9007.795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5889.308594 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5889.309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5965.801270 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5965.801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6027.120605 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -6027.121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6027.903320 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6027.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6027.903320 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -6027.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14108.805664 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14108.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14180.439453 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14180.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14220.910156 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14220.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14262.894531 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -14262.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14321.193359 Penalty: 499.493347
	Iteration 4F: 3 clusters Score -14321.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14370.239258 Penalty: 499.493347
	Iteration 5F: 3 clusters Score -14370.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14413.279297 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14413.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14449.756836 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14449.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14457.405273 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14457.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14460.590820 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -14460.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14462.240234 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -14462.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14469.063477 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -14469.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14470.622070 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -14470.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14472.669922 Penalty: 499.493347
	Iteration 13Q: 3 clusters Score -14472.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14472.669922 Penalty: 499.493347
	Iteration 14F: 3 clusters Score -14472.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 104 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 138 members 
Entering Unmasked Estep 
Score: -58207652.000000 Penalty: 52866.046875
Splitting cluster 82 changes total score from -58208148.000000 to -58207652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4788.773926 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4788.774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4829.943848 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4829.944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4856.774414 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4856.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4871.534668 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4871.535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4881.918457 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4881.918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4890.958984 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4890.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4895.507324 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -4895.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4901.312012 Penalty: 408.465912
	Iteration 7Q: 3 clusters Score -4901.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4901.312012 Penalty: 408.465912
	Iteration 8F: 3 clusters Score -4901.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127219 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 54248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5589 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58626 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208116.000000 Penalty: 52236.687500
Iteration 239Q: 84 clusters Score -5.820812e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17391 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 111896 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127207 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146403 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119061 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139673 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 54129 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6046 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58666 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 76553 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208132.000000 Penalty: 52236.687500
Iteration 240F: 84 clusters Score -5.820813e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17394 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111904 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127193 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 146153 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 119054 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139640 members 
Mstep: Class 20 contains 10230 members 
Mstep: Class 21 contains 54017 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 9471 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5483 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58696 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 77050 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208100.000000 Penalty: 52236.687500
Iteration 241Q: 84 clusters Score -5.82081e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17395 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 111907 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127163 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145872 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 13636 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119030 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139617 members 
Mstep: Class 20 contains 10217 members 
Mstep: Class 21 contains 53919 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 9479 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5436 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58750 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 77547 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208080.000000 Penalty: 52236.687500
Iteration 242Q: 84 clusters Score -5.820808e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17396 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111915 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127141 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145496 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 13634 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 119001 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139585 members 
Mstep: Class 20 contains 10210 members 
Mstep: Class 21 contains 53837 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 9489 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5393 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58805 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 78104 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207956.000000 Penalty: 52236.687500
Iteration 243Q: 84 clusters Score -5.820796e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 111921 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127122 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 145061 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118969 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139560 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 53729 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2336 members 
Mstep: Class 25 contains 9492 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 714 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5363 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58870 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 78718 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207816.000000 Penalty: 52236.687500
Iteration 244Q: 84 clusters Score -5.820782e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 111933 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127099 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 144592 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 13626 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118931 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139540 members 
Mstep: Class 20 contains 10198 members 
Mstep: Class 21 contains 53636 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 9496 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 713 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5335 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58930 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 79345 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207876.000000 Penalty: 52236.687500
Iteration 245Q: 84 clusters Score -5.820788e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17400 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 111936 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127091 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 144079 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 13623 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118894 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139525 members 
Mstep: Class 20 contains 10198 members 
Mstep: Class 21 contains 53519 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2273 members 
Mstep: Class 25 contains 9499 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5314 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 58980 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 80031 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207784.000000 Penalty: 52236.687500
Iteration 246Q: 84 clusters Score -5.820778e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17404 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 111937 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127068 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 143478 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 13620 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118852 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139504 members 
Mstep: Class 20 contains 10201 members 
Mstep: Class 21 contains 53430 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 9509 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5301 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59045 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 80768 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207768.000000 Penalty: 52236.687500
Iteration 247Q: 84 clusters Score -5.820777e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 111936 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127050 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 142878 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118838 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139485 members 
Mstep: Class 20 contains 10191 members 
Mstep: Class 21 contains 53358 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2209 members 
Mstep: Class 25 contains 9521 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5284 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59090 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 81502 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207840.000000 Penalty: 52236.687500
Iteration 248Q: 84 clusters Score -5.820784e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17411 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111919 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127038 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 142301 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 13620 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118816 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139475 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 53254 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 9523 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5263 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59142 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 82248 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207748.000000 Penalty: 52236.687500
Iteration 249Q: 84 clusters Score -5.820775e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111913 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127026 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 141664 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118802 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139457 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 53149 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 9530 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2591 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5242 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59188 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 83041 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207724.000000 Penalty: 52236.687500
Iteration 250Q: 84 clusters Score -5.820772e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111906 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127017 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 141015 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 13618 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118779 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139448 members 
Mstep: Class 20 contains 10173 members 
Mstep: Class 21 contains 53037 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5219 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59234 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 83854 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208132.000000 Penalty: 52236.687500
Iteration 251Q: 84 clusters Score -5.820813e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111898 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127018 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 140347 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118755 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139430 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 52908 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 9540 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5204 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59276 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 84694 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208228.000000 Penalty: 52236.687500
Iteration 252Q: 84 clusters Score -5.820823e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17404 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 111878 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127016 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 139694 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 13617 members 
Mstep: Class 14 contains 72921 members 
Mstep: Class 15 contains 118735 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139429 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 52756 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2085 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5199 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59315 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 85529 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208288.000000 Penalty: 52236.687500
Iteration 253Q: 84 clusters Score -5.820829e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17404 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111873 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127013 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 138981 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 13613 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118696 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139426 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 52605 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5183 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59353 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 86431 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208240.000000 Penalty: 52236.687500
Iteration 254Q: 84 clusters Score -5.820824e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17403 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111869 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 127005 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 138272 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 13610 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118665 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139415 members 
Mstep: Class 20 contains 10155 members 
Mstep: Class 21 contains 52467 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2039 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5157 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59394 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 87329 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208236.000000 Penalty: 52236.687500
Iteration 255Q: 84 clusters Score -5.820824e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 111870 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126989 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 137548 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118638 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139407 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 52324 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 9576 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5137 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59434 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 88257 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208140.000000 Penalty: 52236.687500
Iteration 256Q: 84 clusters Score -5.820814e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17404 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111865 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126981 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 136699 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118620 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139398 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 52206 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 9583 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5111 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59463 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 89276 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208244.000000 Penalty: 52236.687500
Iteration 257Q: 84 clusters Score -5.820824e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17402 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111870 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126977 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 135821 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118609 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139379 members 
Mstep: Class 20 contains 10143 members 
Mstep: Class 21 contains 52073 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 9585 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5101 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59483 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 90307 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208424.000000 Penalty: 52236.687500
Iteration 258Q: 84 clusters Score -5.820842e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111876 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126968 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 134948 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 72923 members 
Mstep: Class 15 contains 118589 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139363 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 51935 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 9589 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5093 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59506 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 91340 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208592.000000 Penalty: 52236.687500
Iteration 259Q: 84 clusters Score -5.820859e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17409 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 111873 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126956 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 134053 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118573 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139354 members 
Mstep: Class 20 contains 10129 members 
Mstep: Class 21 contains 51803 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 9597 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5088 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59521 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 92375 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208732.000000 Penalty: 52236.687500
Iteration 260F: 84 clusters Score -5.820873e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17413 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111874 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126952 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 133082 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118556 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139336 members 
Mstep: Class 20 contains 10127 members 
Mstep: Class 21 contains 51684 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 9603 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3094 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5078 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59539 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 93482 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208692.000000 Penalty: 52236.687500
Iteration 261Q: 84 clusters Score -5.820869e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17413 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 111879 members 
Mstep: Class 5 contains 4455 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126944 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 132113 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72922 members 
Mstep: Class 15 contains 118539 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139317 members 
Mstep: Class 20 contains 10124 members 
Mstep: Class 21 contains 51540 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1969 members 
Mstep: Class 25 contains 9604 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5074 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59560 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 94601 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208860.000000 Penalty: 52236.687500
Iteration 262Q: 84 clusters Score -5.820886e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17416 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 111876 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126938 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 131078 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118518 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139297 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 51401 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1977 members 
Mstep: Class 25 contains 9607 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3100 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5065 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59589 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 95783 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208916.000000 Penalty: 52236.687500
Iteration 263Q: 84 clusters Score -5.820892e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17418 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 111881 members 
Mstep: Class 5 contains 4479 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126933 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 130030 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 13606 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118502 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139268 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 51261 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 9608 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 3103 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5045 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59621 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 96988 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209112.000000 Penalty: 52236.687500
Iteration 264Q: 84 clusters Score -5.820911e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111884 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126928 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 128975 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 13607 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118484 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139239 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 51092 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2000 members 
Mstep: Class 25 contains 9613 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5025 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59655 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 98218 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 148 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209332.000000 Penalty: 52236.687500
Iteration 265Q: 84 clusters Score -5.820933e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17420 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111882 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126916 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 127968 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 13604 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118474 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139213 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 50921 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2018 members 
Mstep: Class 25 contains 9623 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3111 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5007 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59695 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 99392 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209504.000000 Penalty: 52236.687500
Iteration 266Q: 84 clusters Score -5.82095e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17420 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 111882 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126901 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 126943 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 13606 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118471 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139195 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 50753 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 9634 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3112 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4986 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59724 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 100565 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209708.000000 Penalty: 52236.687500
Iteration 267Q: 84 clusters Score -5.820971e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111874 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126886 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 125927 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118456 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139182 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 50562 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 9640 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4976 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59764 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 101760 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209952.000000 Penalty: 52236.687500
Iteration 268Q: 84 clusters Score -5.820995e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 111874 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126870 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 124916 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118459 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139169 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 50381 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 9646 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 3115 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4964 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59787 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 102932 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210164.000000 Penalty: 52236.687500
Iteration 269Q: 84 clusters Score -5.821016e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 111867 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126855 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 124003 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 13599 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118448 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139166 members 
Mstep: Class 20 contains 10102 members 
Mstep: Class 21 contains 50171 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2093 members 
Mstep: Class 25 contains 9652 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4945 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59811 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 104052 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210372.000000 Penalty: 52236.687500
Iteration 270Q: 84 clusters Score -5.821037e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111856 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126830 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 123110 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 13592 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118440 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139165 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 49920 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2110 members 
Mstep: Class 25 contains 9653 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4926 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59850 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 105199 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210576.000000 Penalty: 52236.687500
Iteration 271Q: 84 clusters Score -5.821058e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17419 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 111852 members 
Mstep: Class 5 contains 4526 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126798 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 122212 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 13591 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118436 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139153 members 
Mstep: Class 20 contains 10096 members 
Mstep: Class 21 contains 49679 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2135 members 
Mstep: Class 25 contains 9654 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59895 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 106333 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210600.000000 Penalty: 52236.687500
Iteration 272Q: 84 clusters Score -5.82106e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17418 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 111843 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126769 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 121207 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 118446 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139146 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 49524 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 9653 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2617 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4886 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59928 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 107487 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210696.000000 Penalty: 52236.687500
Iteration 273Q: 84 clusters Score -5.82107e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17417 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111840 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126759 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 120149 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118453 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139135 members 
Mstep: Class 20 contains 10099 members 
Mstep: Class 21 contains 49410 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2197 members 
Mstep: Class 25 contains 9653 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59940 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 108620 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210920.000000 Penalty: 52236.687500
Iteration 274Q: 84 clusters Score -5.821092e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17417 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 111836 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126752 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 119041 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 13586 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118442 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139129 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 49365 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 9655 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4872 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59954 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 109730 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211200.000000 Penalty: 52236.687500
Iteration 275Q: 84 clusters Score -5.82112e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17418 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 111825 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126744 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 117671 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 13586 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118441 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139125 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 49511 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 9663 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4871 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59966 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 110905 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211344.000000 Penalty: 52236.687500
Iteration 276Q: 84 clusters Score -5.821134e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111833 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126726 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 115997 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118427 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139117 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 49802 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 9673 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2612 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4878 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 59990 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 112236 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211352.000000 Penalty: 52236.687500
Iteration 277Q: 84 clusters Score -5.821135e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17427 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 111839 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126708 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 114050 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118407 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139100 members 
Mstep: Class 20 contains 10132 members 
Mstep: Class 21 contains 50249 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 9683 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4883 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60019 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 113647 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211264.000000 Penalty: 52236.687500
Iteration 278Q: 84 clusters Score -5.821126e+07 nChanged 3090
Entering ConstructFrom: 
Score: -58211264.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5318.209961 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5318.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5364.403320 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5364.403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5378.761230 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -5378.761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5379.949707 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5379.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5379.949707 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -5379.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Entering Unmasked Estep 
Score: -1055729.625000 Penalty: 444.350647
	Iteration 0F: 2 clusters Score -1055730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1044039.937500 Penalty: 888.701294
	Iteration 0F: 3 clusters Score -1044040 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1048963.875000 Penalty: 888.701294
	Iteration 1F: 3 clusters Score -1048964 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1049272.250000 Penalty: 888.701294
	Iteration 2Q: 3 clusters Score -1049272 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1049645.375000 Penalty: 888.701294
	Iteration 3Q: 3 clusters Score -1049645 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1050028.375000 Penalty: 888.701294
	Iteration 4Q: 3 clusters Score -1050028 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1050473.625000 Penalty: 888.701294
	Iteration 5Q: 3 clusters Score -1050474 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1050990.875000 Penalty: 888.701294
	Iteration 6F: 3 clusters Score -1050991 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1051549.000000 Penalty: 888.701294
	Iteration 7F: 3 clusters Score -1051549 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1052056.500000 Penalty: 888.701294
	Iteration 8Q: 3 clusters Score -1052056 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1052432.375000 Penalty: 888.701294
	Iteration 9Q: 3 clusters Score -1052432 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1052657.000000 Penalty: 888.701294
	Iteration 10Q: 3 clusters Score -1052657 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1052789.375000 Penalty: 888.701294
	Iteration 11Q: 3 clusters Score -1052789 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1052881.000000 Penalty: 888.701294
	Iteration 12Q: 3 clusters Score -1052881 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1052957.000000 Penalty: 888.701294
	Iteration 13Q: 3 clusters Score -1052957 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1053027.250000 Penalty: 888.701294
	Iteration 14Q: 3 clusters Score -1053027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1053094.375000 Penalty: 888.701294
	Iteration 15Q: 3 clusters Score -1053094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1053169.750000 Penalty: 888.701294
	Iteration 16Q: 3 clusters Score -1053170 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1053273.000000 Penalty: 888.701294
	Iteration 17Q: 3 clusters Score -1053273 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1053384.375000 Penalty: 888.701294
	Iteration 18Q: 3 clusters Score -1053384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1053505.250000 Penalty: 888.701294
	Iteration 19Q: 3 clusters Score -1053505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1053622.375000 Penalty: 888.701294
	Iteration 20F: 3 clusters Score -1053622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1053746.625000 Penalty: 888.701294
	Iteration 21Q: 3 clusters Score -1053747 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1053887.000000 Penalty: 888.701294
	Iteration 22Q: 3 clusters Score -1053887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1054022.250000 Penalty: 888.701294
	Iteration 23Q: 3 clusters Score -1054022 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1054149.750000 Penalty: 888.701294
	Iteration 24Q: 3 clusters Score -1054150 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1054303.125000 Penalty: 888.701294
	Iteration 25Q: 3 clusters Score -1054303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1054454.750000 Penalty: 888.701294
	Iteration 26Q: 3 clusters Score -1054455 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1054594.125000 Penalty: 888.701294
	Iteration 27Q: 3 clusters Score -1054594 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1054717.000000 Penalty: 888.701294
	Iteration 28Q: 3 clusters Score -1054717 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1054847.250000 Penalty: 888.701294
	Iteration 29Q: 3 clusters Score -1054847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1054957.000000 Penalty: 888.701294
	Iteration 30Q: 3 clusters Score -1054957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1055052.875000 Penalty: 888.701294
	Iteration 31Q: 3 clusters Score -1055053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1055133.750000 Penalty: 888.701294
	Iteration 32Q: 3 clusters Score -1055134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1055193.375000 Penalty: 888.701294
	Iteration 33Q: 3 clusters Score -1055193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1055246.000000 Penalty: 888.701294
	Iteration 34Q: 3 clusters Score -1055246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1055275.250000 Penalty: 888.701294
	Iteration 35Q: 3 clusters Score -1055275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1055292.250000 Penalty: 888.701294
	Iteration 36Q: 3 clusters Score -1055292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1055299.375000 Penalty: 888.701294
	Iteration 37Q: 3 clusters Score -1055299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1055306.375000 Penalty: 888.701294
	Iteration 38Q: 3 clusters Score -1055306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1055309.000000 Penalty: 888.701294
	Iteration 39Q: 3 clusters Score -1055309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1055312.500000 Penalty: 888.701294
	Iteration 40F: 3 clusters Score -1055312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1055315.375000 Penalty: 888.701294
	Iteration 41Q: 3 clusters Score -1055315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1055315.875000 Penalty: 888.701294
	Iteration 42Q: 3 clusters Score -1055316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1055316.875000 Penalty: 888.701294
	Iteration 43Q: 3 clusters Score -1055317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1055316.875000 Penalty: 888.701294
	Iteration 44F: 3 clusters Score -1055317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -529184.812500 Penalty: 413.036377
	Iteration 0F: 2 clusters Score -529184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -523355.000000 Penalty: 826.072754
	Iteration 0F: 3 clusters Score -523355 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -525604.437500 Penalty: 826.072754
	Iteration 1F: 3 clusters Score -525604.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -525991.062500 Penalty: 826.072754
	Iteration 2F: 3 clusters Score -525991.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -526542.875000 Penalty: 826.072754
	Iteration 3F: 3 clusters Score -526542.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -527202.125000 Penalty: 826.072754
	Iteration 4F: 3 clusters Score -527202.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -527756.937500 Penalty: 826.072754
	Iteration 5F: 3 clusters Score -527756.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -528146.312500 Penalty: 826.072754
	Iteration 6F: 3 clusters Score -528146.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -528401.625000 Penalty: 826.072754
	Iteration 7Q: 3 clusters Score -528401.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -528578.750000 Penalty: 826.072754
	Iteration 8Q: 3 clusters Score -528578.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -528699.437500 Penalty: 826.072754
	Iteration 9Q: 3 clusters Score -528699.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -528767.000000 Penalty: 826.072754
	Iteration 10Q: 3 clusters Score -528767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -528784.875000 Penalty: 826.072754
	Iteration 11Q: 3 clusters Score -528784.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -528792.437500 Penalty: 826.072754
	Iteration 12Q: 3 clusters Score -528792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -528801.250000 Penalty: 826.072754
	Iteration 13Q: 3 clusters Score -528801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -528809.187500 Penalty: 826.072754
	Iteration 14Q: 3 clusters Score -528809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -528814.937500 Penalty: 826.072754
	Iteration 15Q: 3 clusters Score -528814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -528821.125000 Penalty: 826.072754
	Iteration 16Q: 3 clusters Score -528821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -528823.687500 Penalty: 826.072754
	Iteration 17Q: 3 clusters Score -528823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -528824.562500 Penalty: 826.072754
	Iteration 18Q: 3 clusters Score -528824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -528825.875000 Penalty: 826.072754
	Iteration 19Q: 3 clusters Score -528825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -528827.187500 Penalty: 826.072754
	Iteration 20F: 3 clusters Score -528827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -528827.187500 Penalty: 826.072754
	Iteration 21Q: 3 clusters Score -528827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -528827.062500 Penalty: 826.072754
	Iteration 22Q: 3 clusters Score -528827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -528827.562500 Penalty: 826.072754
	Iteration 23Q: 3 clusters Score -528827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -528829.187500 Penalty: 826.072754
	Iteration 24Q: 3 clusters Score -528829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -528830.312500 Penalty: 826.072754
	Iteration 25Q: 3 clusters Score -528830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -528831.437500 Penalty: 826.072754
	Iteration 26Q: 3 clusters Score -528831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -528832.000000 Penalty: 826.072754
	Iteration 27Q: 3 clusters Score -528832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -528832.437500 Penalty: 826.072754
	Iteration 28Q: 3 clusters Score -528832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -528832.437500 Penalty: 826.072754
	Iteration 29F: 3 clusters Score -528832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Entering Unmasked Estep 
Score: -6737140.000000 Penalty: 528.931152
	Iteration 0F: 2 clusters Score -6737140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -6663393.000000 Penalty: 1057.862305
	Iteration 0F: 3 clusters Score -6663393 nChanged 54723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -6697611.500000 Penalty: 1057.862305
	Iteration 1F: 3 clusters Score -6697612 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -6699521.500000 Penalty: 1057.862305
	Iteration 2Q: 3 clusters Score -6699522 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -6702203.500000 Penalty: 1057.862305
	Iteration 3Q: 3 clusters Score -6702204 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -6706655.000000 Penalty: 1057.862305
	Iteration 4F: 3 clusters Score -6706655 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -6713255.500000 Penalty: 1057.862305
	Iteration 5F: 3 clusters Score -6713256 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -6719214.500000 Penalty: 1057.862305
	Iteration 6F: 3 clusters Score -6719214 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -6721864.000000 Penalty: 1057.862305
	Iteration 7Q: 3 clusters Score -6721864 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -6722772.000000 Penalty: 1057.862305
	Iteration 8Q: 3 clusters Score -6722772 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -6723408.000000 Penalty: 1057.862305
	Iteration 9Q: 3 clusters Score -6723408 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -6723978.000000 Penalty: 1057.862305
	Iteration 10Q: 3 clusters Score -6723978 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -6724536.500000 Penalty: 1057.862305
	Iteration 11Q: 3 clusters Score -6724536 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -6725197.000000 Penalty: 1057.862305
	Iteration 12Q: 3 clusters Score -6725197 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -6725806.500000 Penalty: 1057.862305
	Iteration 13Q: 3 clusters Score -6725806 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -6726563.500000 Penalty: 1057.862305
	Iteration 14Q: 3 clusters Score -6726564 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -6727336.500000 Penalty: 1057.862305
	Iteration 15Q: 3 clusters Score -6727336 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -6728132.000000 Penalty: 1057.862305
	Iteration 16Q: 3 clusters Score -6728132 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -6728984.500000 Penalty: 1057.862305
	Iteration 17Q: 3 clusters Score -6728984 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -6729867.500000 Penalty: 1057.862305
	Iteration 18Q: 3 clusters Score -6729868 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -6730644.500000 Penalty: 1057.862305
	Iteration 19Q: 3 clusters Score -6730644 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -6731453.000000 Penalty: 1057.862305
	Iteration 20F: 3 clusters Score -6731453 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -6732230.500000 Penalty: 1057.862305
	Iteration 21Q: 3 clusters Score -6732230 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -6732933.000000 Penalty: 1057.862305
	Iteration 22Q: 3 clusters Score -6732933 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -6733638.500000 Penalty: 1057.862305
	Iteration 23Q: 3 clusters Score -6733638 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -6734223.000000 Penalty: 1057.862305
	Iteration 24Q: 3 clusters Score -6734223 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -6734770.500000 Penalty: 1057.862305
	Iteration 25Q: 3 clusters Score -6734770 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -6735225.000000 Penalty: 1057.862305
	Iteration 26Q: 3 clusters Score -6735225 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -6735722.500000 Penalty: 1057.862305
	Iteration 27Q: 3 clusters Score -6735722 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -6736050.000000 Penalty: 1057.862305
	Iteration 28Q: 3 clusters Score -6736050 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -6736359.000000 Penalty: 1057.862305
	Iteration 29Q: 3 clusters Score -6736359 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -6736573.500000 Penalty: 1057.862305
	Iteration 30Q: 3 clusters Score -6736574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -6736679.000000 Penalty: 1057.862305
	Iteration 31Q: 3 clusters Score -6736679 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -6736761.000000 Penalty: 1057.862305
	Iteration 32Q: 3 clusters Score -6736761 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -6736841.500000 Penalty: 1057.862305
	Iteration 33Q: 3 clusters Score -6736842 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -6736878.000000 Penalty: 1057.862305
	Iteration 34Q: 3 clusters Score -6736878 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -6736900.000000 Penalty: 1057.862305
	Iteration 35Q: 3 clusters Score -6736900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -6736906.500000 Penalty: 1057.862305
	Iteration 36Q: 3 clusters Score -6736906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -6736932.500000 Penalty: 1057.862305
	Iteration 37Q: 3 clusters Score -6736932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -6736957.000000 Penalty: 1057.862305
	Iteration 38Q: 3 clusters Score -6736957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -6736972.000000 Penalty: 1057.862305
	Iteration 39Q: 3 clusters Score -6736972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -6736981.500000 Penalty: 1057.862305
	Iteration 40F: 3 clusters Score -6736982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -6736992.000000 Penalty: 1057.862305
	Iteration 41Q: 3 clusters Score -6736992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -6737001.500000 Penalty: 1057.862305
	Iteration 42Q: 3 clusters Score -6737002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -6737009.500000 Penalty: 1057.862305
	Iteration 43Q: 3 clusters Score -6737010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -6736998.000000 Penalty: 1057.862305
	Iteration 44Q: 3 clusters Score -6736998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -6737015.000000 Penalty: 1057.862305
	Iteration 45Q: 3 clusters Score -6737015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -6737024.500000 Penalty: 1057.862305
	Iteration 46Q: 3 clusters Score -6737024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -6737026.500000 Penalty: 1057.862305
	Iteration 47Q: 3 clusters Score -6737026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -6737035.000000 Penalty: 1057.862305
	Iteration 48Q: 3 clusters Score -6737035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -6737030.500000 Penalty: 1057.862305
	Iteration 49Q: 3 clusters Score -6737030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -6737041.000000 Penalty: 1057.862305
	Iteration 50Q: 3 clusters Score -6737041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -6737033.000000 Penalty: 1057.862305
	Iteration 51Q: 3 clusters Score -6737033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -6737034.000000 Penalty: 1057.862305
	Iteration 52Q: 3 clusters Score -6737034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -6737036.500000 Penalty: 1057.862305
	Iteration 53Q: 3 clusters Score -6737036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -6737044.000000 Penalty: 1057.862305
	Iteration 54Q: 3 clusters Score -6737044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -6737045.000000 Penalty: 1057.862305
	Iteration 55Q: 3 clusters Score -6737045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -6737047.000000 Penalty: 1057.862305
	Iteration 56Q: 3 clusters Score -6737047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -6737047.500000 Penalty: 1057.862305
	Iteration 57Q: 3 clusters Score -6737048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -6737046.000000 Penalty: 1057.862305
	Iteration 58Q: 3 clusters Score -6737046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -6737046.000000 Penalty: 1057.862305
	Iteration 59Q: 3 clusters Score -6737046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -6737048.500000 Penalty: 1057.862305
	Iteration 60F: 3 clusters Score -6737048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -6737041.500000 Penalty: 1057.862305
	Iteration 61Q: 3 clusters Score -6737042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -6737046.500000 Penalty: 1057.862305
	Iteration 62Q: 3 clusters Score -6737046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 110977 members 
Entering Unmasked Estep 
Score: -6737049.000000 Penalty: 1057.862305
	Iteration 63Q: 3 clusters Score -6737049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -6737049.000000 Penalty: 1057.862305
	Iteration 64Q: 3 clusters Score -6737049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -6737049.000000 Penalty: 1057.862305
	Iteration 65F: 3 clusters Score -6737049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -268512.093750 Penalty: 383.360992
	Iteration 0F: 2 clusters Score -268512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -265382.750000 Penalty: 766.721985
	Iteration 0F: 3 clusters Score -265382.8 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -266484.781250 Penalty: 766.721985
	Iteration 1F: 3 clusters Score -266484.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -266626.062500 Penalty: 766.721985
	Iteration 2F: 3 clusters Score -266626.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -266806.062500 Penalty: 766.721985
	Iteration 3F: 3 clusters Score -266806.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -267065.781250 Penalty: 766.721985
	Iteration 4F: 3 clusters Score -267065.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -267354.125000 Penalty: 766.721985
	Iteration 5F: 3 clusters Score -267354.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -267541.468750 Penalty: 766.721985
	Iteration 6F: 3 clusters Score -267541.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -267684.687500 Penalty: 766.721985
	Iteration 7Q: 3 clusters Score -267684.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -267770.375000 Penalty: 766.721985
	Iteration 8Q: 3 clusters Score -267770.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -267832.312500 Penalty: 766.721985
	Iteration 9Q: 3 clusters Score -267832.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -267886.218750 Penalty: 766.721985
	Iteration 10Q: 3 clusters Score -267886.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -267928.750000 Penalty: 766.721985
	Iteration 11Q: 3 clusters Score -267928.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -267969.281250 Penalty: 766.721985
	Iteration 12Q: 3 clusters Score -267969.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -268007.968750 Penalty: 766.721985
	Iteration 13Q: 3 clusters Score -268008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -268045.906250 Penalty: 766.721985
	Iteration 14Q: 3 clusters Score -268045.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -268076.187500 Penalty: 766.721985
	Iteration 15Q: 3 clusters Score -268076.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -268098.687500 Penalty: 766.721985
	Iteration 16Q: 3 clusters Score -268098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -268115.250000 Penalty: 766.721985
	Iteration 17Q: 3 clusters Score -268115.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -268126.968750 Penalty: 766.721985
	Iteration 18Q: 3 clusters Score -268127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -268135.593750 Penalty: 766.721985
	Iteration 19Q: 3 clusters Score -268135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -268145.781250 Penalty: 766.721985
	Iteration 20F: 3 clusters Score -268145.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -268157.625000 Penalty: 766.721985
	Iteration 21Q: 3 clusters Score -268157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -268165.625000 Penalty: 766.721985
	Iteration 22Q: 3 clusters Score -268165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -268177.812500 Penalty: 766.721985
	Iteration 23Q: 3 clusters Score -268177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -268184.875000 Penalty: 766.721985
	Iteration 24Q: 3 clusters Score -268184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -268186.062500 Penalty: 766.721985
	Iteration 25Q: 3 clusters Score -268186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -268186.250000 Penalty: 766.721985
	Iteration 26Q: 3 clusters Score -268186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -268186.250000 Penalty: 766.721985
	Iteration 27F: 3 clusters Score -268186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 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 387 members 
Entering Unmasked Estep 
Score: -46163.035156 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46163.04 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46421.039062 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46421.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46483.265625 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46483.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46533.121094 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46533.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46569.945312 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -46569.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46600.964844 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46600.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46629.511719 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46629.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46658.542969 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46658.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46679.449219 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46679.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46693.000000 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -46702.222656 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46702.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46709.546875 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46709.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46719.132812 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46719.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -46725.640625 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46725.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46732.378906 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46732.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46736.449219 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -46736.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -46737.812500 Penalty: 605.995789
	Iteration 16Q: 3 clusters Score -46737.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46740.148438 Penalty: 605.995789
	Iteration 17Q: 3 clusters Score -46740.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -46742.851562 Penalty: 605.995789
	Iteration 18Q: 3 clusters Score -46742.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46743.886719 Penalty: 605.995789
	Iteration 19Q: 3 clusters Score -46743.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -46744.195312 Penalty: 605.995789
	Iteration 20F: 3 clusters Score -46744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6944.197266 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6944.197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7132.540527 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7132.541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7211.064453 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7211.064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7233.412109 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7233.412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7242.183594 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7242.184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7247.342773 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7247.343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7248.658203 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7248.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7248.658203 Penalty: 531.762573
	Iteration 7F: 3 clusters Score -7248.658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Entering Unmasked Estep 
Score: -7460491.500000 Penalty: 534.601807
	Iteration 0F: 2 clusters Score -7460492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -7375414.500000 Penalty: 1069.203613
	Iteration 0F: 3 clusters Score -7375414 nChanged 61828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -7413876.000000 Penalty: 1069.203613
	Iteration 1F: 3 clusters Score -7413876 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -7416021.000000 Penalty: 1069.203613
	Iteration 2Q: 3 clusters Score -7416021 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -7419201.500000 Penalty: 1069.203613
	Iteration 3Q: 3 clusters Score -7419202 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -7423641.500000 Penalty: 1069.203613
	Iteration 4F: 3 clusters Score -7423642 nChanged 7915
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7429484 nChanged 8130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7435466 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7439217 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7440488 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7441027 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7441330 nChanged 1439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7441595 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7441978 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7442370 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7442807 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7443300 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7443760 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7444280 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7444724 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7445144 nChanged 1604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7445629 nChanged 1593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7446017 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7446389 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7446696 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7446892 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7447122 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7447324 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7447493 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7447686 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7447818 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7447935 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7448042 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7448220 nChanged 907
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7448345 nChanged 962
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7448453 nChanged 1001
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Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7448599 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7448790 nChanged 1095
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Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7448962 nChanged 1108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7449132 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7449320 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7449522 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7449761 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7450027 nChanged 1286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7450322 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 99345 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7450594 nChanged 1394
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Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 100739 members 
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	Iteration 45Q: 3 clusters Score -7450957 nChanged 1493
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Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7451369 nChanged 1497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7451802 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7452278 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7452714 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7453305 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 110075 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7453903 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 111722 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7454483 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7454988 nChanged 1515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7455629 nChanged 1418
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Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 116231 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7456220 nChanged 1316
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Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7456780 nChanged 1212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7457283 nChanged 1111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7457735 nChanged 944
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7458146 nChanged 838
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7458498 nChanged 748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4289 members 
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	Iteration 61Q: 3 clusters Score -7458772 nChanged 689
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Mstep: Class 1 contains 3600 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7459054 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 123670 members 
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	Iteration 63Q: 3 clusters Score -7459249 nChanged 468
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Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 124136 members 
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	Iteration 64Q: 3 clusters Score -7459420 nChanged 366
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Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7459554 nChanged 297
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Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7459658 nChanged 264
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7459728 nChanged 207
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Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7459776 nChanged 171
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Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7459824 nChanged 166
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Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 125593 members 
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	Iteration 70Q: 3 clusters Score -7459891 nChanged 134
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7459939 nChanged 116
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Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 125833 members 
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	Iteration 72Q: 3 clusters Score -7459980 nChanged 83
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Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 125912 members 
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	Iteration 73Q: 3 clusters Score -7460006 nChanged 52
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Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125960 members 
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	Iteration 74Q: 3 clusters Score -7460020 nChanged 50
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Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 126000 members 
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	Iteration 75Q: 3 clusters Score -7460030 nChanged 41
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Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 126035 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7460041 nChanged 29
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Mstep: Class 1 contains 629 members 
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	Iteration 77Q: 3 clusters Score -7460053 nChanged 25
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7460063 nChanged 18
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Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7460074 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7460064 nChanged 19
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Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7460072 nChanged 20
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Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 126145 members 
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	Iteration 82Q: 3 clusters Score -7460067 nChanged 12
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Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126157 members 
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	Iteration 83Q: 3 clusters Score -7460068 nChanged 12
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Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7460070 nChanged 12
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Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 126175 members 
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	Iteration 85Q: 3 clusters Score -7460078 nChanged 10
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Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7460077 nChanged 7
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Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7460080 nChanged 4
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Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7460076 nChanged 5
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Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7460082 nChanged 8
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Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 126205 members 
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	Iteration 90Q: 3 clusters Score -7460085 nChanged 6
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Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 126211 members 
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	Iteration 91Q: 3 clusters Score -7460082 nChanged 5
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Mstep: Class 1 contains 473 members 
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	Iteration 92Q: 3 clusters Score -7460090 nChanged 6
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Mstep: Class 2 contains 126218 members 
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	Iteration 93Q: 3 clusters Score -7460084 nChanged 3
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	Iteration 94Q: 3 clusters Score -7460088 nChanged 2
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	Iteration 95Q: 3 clusters Score -7460087 nChanged 2
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Entering Unmasked Estep 
Score: -7460086.500000 Penalty: 1069.203613
	Iteration 96Q: 3 clusters Score -7460086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -7460087.000000 Penalty: 1069.203613
	Iteration 97Q: 3 clusters Score -7460087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -7460087.000000 Penalty: 1069.203613
	Iteration 98F: 3 clusters Score -7460087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24465.986328 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24465.99 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24732.015625 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24732.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24877.841797 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24877.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25006.535156 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -25006.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25033.689453 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -25033.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25041.867188 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25041.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25050.714844 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25050.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25056.494141 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25056.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25070.531250 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25070.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -25077.753906 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25077.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25080.916016 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25080.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25082.107422 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25082.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25082.107422 Penalty: 552.647095
	Iteration 12F: 3 clusters Score -25082.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 103 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 331 members 
Entering Unmasked Estep 
Score: -58210440.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58211264.000000 to -58210440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22157.960938 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22157.96 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22274.160156 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22274.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22313.951172 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22313.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22326.220703 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -22326.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22337.417969 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22337.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22340.257812 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22340.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22344.369141 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22344.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22344.658203 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22344.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22344.759766 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22344.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22344.759766 Penalty: 541.745117
	Iteration 9F: 3 clusters Score -22344.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (111889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Entering Unmasked Estep 
Score: -6747627.500000 Penalty: 528.949463
	Iteration 0F: 2 clusters Score -6747628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -6672236.500000 Penalty: 1057.898926
	Iteration 0F: 3 clusters Score -6672236 nChanged 54874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -6704717.500000 Penalty: 1057.898926
	Iteration 1F: 3 clusters Score -6704718 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -6705818.500000 Penalty: 1057.898926
	Iteration 2Q: 3 clusters Score -6705818 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -6707879.500000 Penalty: 1057.898926
	Iteration 3Q: 3 clusters Score -6707880 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -6711978.000000 Penalty: 1057.898926
	Iteration 4F: 3 clusters Score -6711978 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -6719083.500000 Penalty: 1057.898926
	Iteration 5F: 3 clusters Score -6719084 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -6727561.500000 Penalty: 1057.898926
	Iteration 6F: 3 clusters Score -6727562 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -6732893.500000 Penalty: 1057.898926
	Iteration 7F: 3 clusters Score -6732894 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -6735180.500000 Penalty: 1057.898926
	Iteration 8Q: 3 clusters Score -6735180 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -6736485.500000 Penalty: 1057.898926
	Iteration 9Q: 3 clusters Score -6736486 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -6737691.000000 Penalty: 1057.898926
	Iteration 10Q: 3 clusters Score -6737691 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -6738921.000000 Penalty: 1057.898926
	Iteration 11Q: 3 clusters Score -6738921 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -6740131.000000 Penalty: 1057.898926
	Iteration 12Q: 3 clusters Score -6740131 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6741290.500000 Penalty: 1057.898926
	Iteration 13Q: 3 clusters Score -6741290 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -6742468.000000 Penalty: 1057.898926
	Iteration 14Q: 3 clusters Score -6742468 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -6743538.500000 Penalty: 1057.898926
	Iteration 15Q: 3 clusters Score -6743538 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -6744330.000000 Penalty: 1057.898926
	Iteration 16Q: 3 clusters Score -6744330 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -6744790.000000 Penalty: 1057.898926
	Iteration 17Q: 3 clusters Score -6744790 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -6745022.000000 Penalty: 1057.898926
	Iteration 18Q: 3 clusters Score -6745022 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -6745156.500000 Penalty: 1057.898926
	Iteration 19Q: 3 clusters Score -6745156 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -6745288.000000 Penalty: 1057.898926
	Iteration 20F: 3 clusters Score -6745288 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -6745381.500000 Penalty: 1057.898926
	Iteration 21Q: 3 clusters Score -6745382 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -6745435.500000 Penalty: 1057.898926
	Iteration 22Q: 3 clusters Score -6745436 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -6745484.000000 Penalty: 1057.898926
	Iteration 23Q: 3 clusters Score -6745484 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -6745515.500000 Penalty: 1057.898926
	Iteration 24Q: 3 clusters Score -6745516 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -6745525.000000 Penalty: 1057.898926
	Iteration 25Q: 3 clusters Score -6745525 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -6745542.500000 Penalty: 1057.898926
	Iteration 26Q: 3 clusters Score -6745542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -6745539.500000 Penalty: 1057.898926
	Iteration 27Q: 3 clusters Score -6745540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -6745558.000000 Penalty: 1057.898926
	Iteration 28Q: 3 clusters Score -6745558 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -6745577.500000 Penalty: 1057.898926
	Iteration 29Q: 3 clusters Score -6745578 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -6745555.500000 Penalty: 1057.898926
	Iteration 30Q: 3 clusters Score -6745556 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -6745523.000000 Penalty: 1057.898926
	Iteration 31Q: 3 clusters Score -6745523 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -6745546.000000 Penalty: 1057.898926
	Iteration 32Q: 3 clusters Score -6745546 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -6745555.000000 Penalty: 1057.898926
	Iteration 33Q: 3 clusters Score -6745555 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -6745591.500000 Penalty: 1057.898926
	Iteration 34Q: 3 clusters Score -6745592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -6745634.500000 Penalty: 1057.898926
	Iteration 35Q: 3 clusters Score -6745634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -6745686.000000 Penalty: 1057.898926
	Iteration 36Q: 3 clusters Score -6745686 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -6745711.000000 Penalty: 1057.898926
	Iteration 37Q: 3 clusters Score -6745711 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -6745753.500000 Penalty: 1057.898926
	Iteration 38Q: 3 clusters Score -6745754 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -6745769.500000 Penalty: 1057.898926
	Iteration 39Q: 3 clusters Score -6745770 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -6745767.500000 Penalty: 1057.898926
	Iteration 40F: 3 clusters Score -6745768 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -6745770.500000 Penalty: 1057.898926
	Iteration 41Q: 3 clusters Score -6745770 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -6745801.000000 Penalty: 1057.898926
	Iteration 42Q: 3 clusters Score -6745801 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -6745811.000000 Penalty: 1057.898926
	Iteration 43Q: 3 clusters Score -6745811 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -6745820.000000 Penalty: 1057.898926
	Iteration 44Q: 3 clusters Score -6745820 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -6745829.000000 Penalty: 1057.898926
	Iteration 45Q: 3 clusters Score -6745829 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -6745854.000000 Penalty: 1057.898926
	Iteration 46Q: 3 clusters Score -6745854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -6745886.000000 Penalty: 1057.898926
	Iteration 47Q: 3 clusters Score -6745886 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -6745910.500000 Penalty: 1057.898926
	Iteration 48Q: 3 clusters Score -6745910 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -6745904.500000 Penalty: 1057.898926
	Iteration 49Q: 3 clusters Score -6745904 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -6745892.500000 Penalty: 1057.898926
	Iteration 50Q: 3 clusters Score -6745892 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -6745912.000000 Penalty: 1057.898926
	Iteration 51Q: 3 clusters Score -6745912 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -6745929.500000 Penalty: 1057.898926
	Iteration 52Q: 3 clusters Score -6745930 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -6745943.500000 Penalty: 1057.898926
	Iteration 53Q: 3 clusters Score -6745944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6745946 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -6745978.500000 Penalty: 1057.898926
	Iteration 55Q: 3 clusters Score -6745978 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6746007 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6746008 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6746046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6746078 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6746100 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6746109 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6746111 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6746114 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -6746135.500000 Penalty: 1057.898926
	Iteration 64Q: 3 clusters Score -6746136 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6746154 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6746176 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6746179 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6746187 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -6746217.500000 Penalty: 1057.898926
	Iteration 69Q: 3 clusters Score -6746218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6746218 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -6746238.000000 Penalty: 1057.898926
	Iteration 71Q: 3 clusters Score -6746238 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -6746221.000000 Penalty: 1057.898926
	Iteration 72Q: 3 clusters Score -6746221 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6746248 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6746270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6746282 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6746272 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6746306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6746316 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6746355 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -6746376.500000 Penalty: 1057.898926
	Iteration 80F: 3 clusters Score -6746376 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6746420 nChanged 354
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Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6746432 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6746458 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6746492 nChanged 330
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Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6746514 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6746518 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6746556 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6746562 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6746578 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6746590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6746614 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6746602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6746583 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6746600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6746609 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6746602 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6746616 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6746634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6746686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6746718 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6746724 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6746722 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6746744 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6746784 nChanged 354
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Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6746800 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6746804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6746851 nChanged 331
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Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6746890 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6746890 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6746928 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6746958 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6746968 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6746988 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6747006 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6746996 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6746996 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -6747015.500000 Penalty: 1057.898926
	Iteration 117Q: 3 clusters Score -6747016 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -6747054.500000 Penalty: 1057.898926
	Iteration 118Q: 3 clusters Score -6747054 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -6747063.500000 Penalty: 1057.898926
	Iteration 119Q: 3 clusters Score -6747064 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6747086 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -6747114.500000 Penalty: 1057.898926
	Iteration 121Q: 3 clusters Score -6747114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -6747121.000000 Penalty: 1057.898926
	Iteration 122Q: 3 clusters Score -6747121 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -6747162.000000 Penalty: 1057.898926
	Iteration 123Q: 3 clusters Score -6747162 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -6747181.000000 Penalty: 1057.898926
	Iteration 124Q: 3 clusters Score -6747181 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -6747213.500000 Penalty: 1057.898926
	Iteration 125Q: 3 clusters Score -6747214 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -6747246.000000 Penalty: 1057.898926
	Iteration 126Q: 3 clusters Score -6747246 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6747264 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -6747275.500000 Penalty: 1057.898926
	Iteration 128Q: 3 clusters Score -6747276 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6747298 nChanged 304
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Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -6747315.500000 Penalty: 1057.898926
	Iteration 130Q: 3 clusters Score -6747316 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6747350 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -6747380.500000 Penalty: 1057.898926
	Iteration 132Q: 3 clusters Score -6747380 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
Score: -6747374.500000 Penalty: 1057.898926
	Iteration 133Q: 3 clusters Score -6747374 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -6747411.000000 Penalty: 1057.898926
	Iteration 134Q: 3 clusters Score -6747411 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6747399 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 98107 members 
Entering Unmasked Estep 
Score: -6747433.000000 Penalty: 1057.898926
	Iteration 136Q: 3 clusters Score -6747433 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -6747444.500000 Penalty: 1057.898926
	Iteration 137Q: 3 clusters Score -6747444 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6747474 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -6747515.000000 Penalty: 1057.898926
	Iteration 139Q: 3 clusters Score -6747515 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6747516 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6747544 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6747546 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6747573 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -6747603.500000 Penalty: 1057.898926
	Iteration 144Q: 3 clusters Score -6747604 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6747695 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6747803 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6747822 nChanged 145
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Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6747822 nChanged 145
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Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6747812 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6747910 nChanged 98
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Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6747903 nChanged 86
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6747908 nChanged 79
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Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6747916 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6747908 nChanged 48
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Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6747887 nChanged 41
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Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6747894 nChanged 45
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6747913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6747916 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6747916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6747911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6747916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6747918 nChanged 55
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Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6747904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6747920 nChanged 69
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Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6747917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6747881 nChanged 51
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Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6747897 nChanged 51
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Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6747907 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5445 members 
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	Iteration 197Q: 3 clusters Score -6747911 nChanged 36
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6747910 nChanged 35
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6747894 nChanged 43
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Mstep: Class 1 contains 5331 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6747890 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 106606 members 
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	Iteration 201Q: 3 clusters Score -6747889 nChanged 48
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Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6747891 nChanged 40
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6747896 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6747902 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6747902 nChanged 26
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 106789 members 
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	Iteration 207Q: 3 clusters Score -6747908 nChanged 10
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Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 106799 members 
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	Iteration 208Q: 3 clusters Score -6747908 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6747911 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6747907 nChanged 21
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Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6747916 nChanged 18
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 106890 members 
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	Iteration 213Q: 3 clusters Score -6747914 nChanged 8
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Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 106898 members 
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	Iteration 214Q: 3 clusters Score -6747915 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6747916 nChanged 8
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Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6747920 nChanged 15
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Mstep: Class 1 contains 4961 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6747928 nChanged 20
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6747933 nChanged 23
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Mstep: Class 1 contains 4918 members 
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	Iteration 219Q: 3 clusters Score -6747934 nChanged 31
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Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6747926 nChanged 31
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Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 107033 members 
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	Iteration 221Q: 3 clusters Score -6747925 nChanged 37
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Mstep: Class 1 contains 4821 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6747930 nChanged 36
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6747924 nChanged 41
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 107145 members 
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6747918 nChanged 42
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Mstep: Class 1 contains 4664 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6747934 nChanged 64
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Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6747926 nChanged 72
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Mstep: Class 1 contains 4532 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6747920 nChanged 61
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Mstep: Class 1 contains 4475 members 
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	Iteration 229Q: 3 clusters Score -6747916 nChanged 58
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Mstep: Class 1 contains 4417 members 
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	Iteration 230Q: 3 clusters Score -6747924 nChanged 53
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Mstep: Class 1 contains 4364 members 
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	Iteration 231Q: 3 clusters Score -6747930 nChanged 43
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Mstep: Class 1 contains 4323 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6747934 nChanged 35
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6747937 nChanged 36
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6747941 nChanged 41
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6747942 nChanged 38
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Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6747943 nChanged 33
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -6747947.500000 Penalty: 1057.898926
	Iteration 237Q: 3 clusters Score -6747948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -6747943.500000 Penalty: 1057.898926
	Iteration 238Q: 3 clusters Score -6747944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -6747958.500000 Penalty: 1057.898926
	Iteration 239Q: 3 clusters Score -6747958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -6747945.500000 Penalty: 1057.898926
	Iteration 240F: 3 clusters Score -6747946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -6747955.500000 Penalty: 1057.898926
	Iteration 241Q: 3 clusters Score -6747956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -6747959.000000 Penalty: 1057.898926
	Iteration 242Q: 3 clusters Score -6747959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -6747958.000000 Penalty: 1057.898926
	Iteration 243Q: 3 clusters Score -6747958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -6747950.500000 Penalty: 1057.898926
	Iteration 244Q: 3 clusters Score -6747950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -6747936.500000 Penalty: 1057.898926
	Iteration 245Q: 3 clusters Score -6747936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -6747944.000000 Penalty: 1057.898926
	Iteration 246Q: 3 clusters Score -6747944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -6747946.000000 Penalty: 1057.898926
	Iteration 247Q: 3 clusters Score -6747946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -6747946.500000 Penalty: 1057.898926
	Iteration 248Q: 3 clusters Score -6747946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -6747934.500000 Penalty: 1057.898926
	Iteration 249Q: 3 clusters Score -6747934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -6747932.000000 Penalty: 1057.898926
	Iteration 250Q: 3 clusters Score -6747932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -6747927.000000 Penalty: 1057.898926
	Iteration 251Q: 3 clusters Score -6747927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -6747929.500000 Penalty: 1057.898926
	Iteration 252Q: 3 clusters Score -6747930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -6747926.000000 Penalty: 1057.898926
	Iteration 253Q: 3 clusters Score -6747926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -6747925.500000 Penalty: 1057.898926
	Iteration 254Q: 3 clusters Score -6747926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -6747933.000000 Penalty: 1057.898926
	Iteration 255Q: 3 clusters Score -6747933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -6747927.500000 Penalty: 1057.898926
	Iteration 256Q: 3 clusters Score -6747928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -6747922.500000 Penalty: 1057.898926
	Iteration 257Q: 3 clusters Score -6747922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -6747926.000000 Penalty: 1057.898926
	Iteration 258Q: 3 clusters Score -6747926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -6747928.500000 Penalty: 1057.898926
	Iteration 259Q: 3 clusters Score -6747928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -6747931.500000 Penalty: 1057.898926
	Iteration 260F: 3 clusters Score -6747932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -6747929.500000 Penalty: 1057.898926
	Iteration 261Q: 3 clusters Score -6747930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 108265 members 
Entering Unmasked Estep 
Score: -6747926.500000 Penalty: 1057.898926
	Iteration 262Q: 3 clusters Score -6747926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -6747926.500000 Penalty: 1057.898926
	Iteration 263Q: 3 clusters Score -6747926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -6747929.000000 Penalty: 1057.898926
	Iteration 264Q: 3 clusters Score -6747929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -6747929.000000 Penalty: 1057.898926
	Iteration 265F: 3 clusters Score -6747929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 108268 members 
Entering Unmasked Estep 
Score: -58210540.000000 Penalty: 52866.046875
Splitting cluster 11 changes total score from -58211264.000000 to -58210540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -177100.187500 Penalty: 363.277527
	Iteration 0F: 2 clusters Score -177100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -175077.812500 Penalty: 726.555054
	Iteration 0F: 3 clusters Score -175077.8 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -175809.796875 Penalty: 726.555054
	Iteration 1F: 3 clusters Score -175809.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -175941.921875 Penalty: 726.555054
	Iteration 2F: 3 clusters Score -175941.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176111.593750 Penalty: 726.555054
	Iteration 3F: 3 clusters Score -176111.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -176307.390625 Penalty: 726.555054
	Iteration 4F: 3 clusters Score -176307.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -176491.343750 Penalty: 726.555054
	Iteration 5F: 3 clusters Score -176491.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -176590.890625 Penalty: 726.555054
	Iteration 6Q: 3 clusters Score -176590.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -176625.546875 Penalty: 726.555054
	Iteration 7Q: 3 clusters Score -176625.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -176639.750000 Penalty: 726.555054
	Iteration 8Q: 3 clusters Score -176639.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -176651.781250 Penalty: 726.555054
	Iteration 9Q: 3 clusters Score -176651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -176668.187500 Penalty: 726.555054
	Iteration 10Q: 3 clusters Score -176668.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176689.843750 Penalty: 726.555054
	Iteration 11Q: 3 clusters Score -176689.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176711.140625 Penalty: 726.555054
	Iteration 12Q: 3 clusters Score -176711.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -176732.250000 Penalty: 726.555054
	Iteration 13Q: 3 clusters Score -176732.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176753.875000 Penalty: 726.555054
	Iteration 14Q: 3 clusters Score -176753.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176772.671875 Penalty: 726.555054
	Iteration 15Q: 3 clusters Score -176772.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -176793.078125 Penalty: 726.555054
	Iteration 16Q: 3 clusters Score -176793.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176811.796875 Penalty: 726.555054
	Iteration 17Q: 3 clusters Score -176811.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176822.062500 Penalty: 726.555054
	Iteration 18Q: 3 clusters Score -176822.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176832.125000 Penalty: 726.555054
	Iteration 19Q: 3 clusters Score -176832.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176835.906250 Penalty: 726.555054
	Iteration 20F: 3 clusters Score -176835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176837.921875 Penalty: 726.555054
	Iteration 21Q: 3 clusters Score -176837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176839.515625 Penalty: 726.555054
	Iteration 22Q: 3 clusters Score -176839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -176839.984375 Penalty: 726.555054
	Iteration 23Q: 3 clusters Score -176840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176840.484375 Penalty: 726.555054
	Iteration 24Q: 3 clusters Score -176840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176840.656250 Penalty: 726.555054
	Iteration 25Q: 3 clusters Score -176840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176840.656250 Penalty: 726.555054
	Iteration 26F: 3 clusters Score -176840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Entering Unmasked Estep 
Score: -815224.062500 Penalty: 433.007507
	Iteration 0F: 2 clusters Score -815224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -806185.125000 Penalty: 866.015015
	Iteration 0F: 3 clusters Score -806185.1 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -809953.562500 Penalty: 866.015015
	Iteration 1F: 3 clusters Score -809953.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -810423.187500 Penalty: 866.015015
	Iteration 2F: 3 clusters Score -810423.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -810992.125000 Penalty: 866.015015
	Iteration 3F: 3 clusters Score -810992.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -811599.562500 Penalty: 866.015015
	Iteration 4F: 3 clusters Score -811599.6 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -812229.687500 Penalty: 866.015015
	Iteration 5F: 3 clusters Score -812229.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -812753.062500 Penalty: 866.015015
	Iteration 6F: 3 clusters Score -812753.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -813147.562500 Penalty: 866.015015
	Iteration 7Q: 3 clusters Score -813147.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -813328.062500 Penalty: 866.015015
	Iteration 8Q: 3 clusters Score -813328.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -813406.375000 Penalty: 866.015015
	Iteration 9Q: 3 clusters Score -813406.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -813454.687500 Penalty: 866.015015
	Iteration 10Q: 3 clusters Score -813454.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -813485.937500 Penalty: 866.015015
	Iteration 11Q: 3 clusters Score -813485.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -813508.312500 Penalty: 866.015015
	Iteration 12Q: 3 clusters Score -813508.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -813530.875000 Penalty: 866.015015
	Iteration 13Q: 3 clusters Score -813530.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -813553.750000 Penalty: 866.015015
	Iteration 14Q: 3 clusters Score -813553.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -813573.937500 Penalty: 866.015015
	Iteration 15Q: 3 clusters Score -813573.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -813596.187500 Penalty: 866.015015
	Iteration 16Q: 3 clusters Score -813596.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -813613.750000 Penalty: 866.015015
	Iteration 17Q: 3 clusters Score -813613.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -813625.875000 Penalty: 866.015015
	Iteration 18Q: 3 clusters Score -813625.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -813640.687500 Penalty: 866.015015
	Iteration 19Q: 3 clusters Score -813640.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -813658.875000 Penalty: 866.015015
	Iteration 20F: 3 clusters Score -813658.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -813675.437500 Penalty: 866.015015
	Iteration 21Q: 3 clusters Score -813675.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -813692.812500 Penalty: 866.015015
	Iteration 22Q: 3 clusters Score -813692.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -813717.125000 Penalty: 866.015015
	Iteration 23Q: 3 clusters Score -813717.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -813749.312500 Penalty: 866.015015
	Iteration 24Q: 3 clusters Score -813749.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -813778.375000 Penalty: 866.015015
	Iteration 25Q: 3 clusters Score -813778.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -813818.187500 Penalty: 866.015015
	Iteration 26Q: 3 clusters Score -813818.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -813847.312500 Penalty: 866.015015
	Iteration 27Q: 3 clusters Score -813847.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -813883.000000 Penalty: 866.015015
	Iteration 28Q: 3 clusters Score -813883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -813910.500000 Penalty: 866.015015
	Iteration 29Q: 3 clusters Score -813910.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -813940.375000 Penalty: 866.015015
	Iteration 30Q: 3 clusters Score -813940.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -813964.000000 Penalty: 866.015015
	Iteration 31Q: 3 clusters Score -813964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -813997.875000 Penalty: 866.015015
	Iteration 32Q: 3 clusters Score -813997.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -814030.625000 Penalty: 866.015015
	Iteration 33Q: 3 clusters Score -814030.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -814061.500000 Penalty: 866.015015
	Iteration 34Q: 3 clusters Score -814061.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -814094.687500 Penalty: 866.015015
	Iteration 35Q: 3 clusters Score -814094.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -814126.437500 Penalty: 866.015015
	Iteration 36Q: 3 clusters Score -814126.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -814166.562500 Penalty: 866.015015
	Iteration 37Q: 3 clusters Score -814166.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -814203.937500 Penalty: 866.015015
	Iteration 38Q: 3 clusters Score -814203.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -814250.500000 Penalty: 866.015015
	Iteration 39Q: 3 clusters Score -814250.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -814285.687500 Penalty: 866.015015
	Iteration 40F: 3 clusters Score -814285.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -814315.062500 Penalty: 866.015015
	Iteration 41Q: 3 clusters Score -814315.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -814345.000000 Penalty: 866.015015
	Iteration 42Q: 3 clusters Score -814345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -814378.500000 Penalty: 866.015015
	Iteration 43Q: 3 clusters Score -814378.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -814407.312500 Penalty: 866.015015
	Iteration 44Q: 3 clusters Score -814407.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -814433.375000 Penalty: 866.015015
	Iteration 45Q: 3 clusters Score -814433.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -814456.312500 Penalty: 866.015015
	Iteration 46Q: 3 clusters Score -814456.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -814482.750000 Penalty: 866.015015
	Iteration 47Q: 3 clusters Score -814482.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -814511.875000 Penalty: 866.015015
	Iteration 48Q: 3 clusters Score -814511.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -814539.937500 Penalty: 866.015015
	Iteration 49Q: 3 clusters Score -814539.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -814573.187500 Penalty: 866.015015
	Iteration 50Q: 3 clusters Score -814573.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -814611.625000 Penalty: 866.015015
	Iteration 51Q: 3 clusters Score -814611.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -814651.812500 Penalty: 866.015015
	Iteration 52Q: 3 clusters Score -814651.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -814689.062500 Penalty: 866.015015
	Iteration 53Q: 3 clusters Score -814689.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -814731.750000 Penalty: 866.015015
	Iteration 54Q: 3 clusters Score -814731.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -814761.000000 Penalty: 866.015015
	Iteration 55Q: 3 clusters Score -814761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -814786.312500 Penalty: 866.015015
	Iteration 56Q: 3 clusters Score -814786.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -814806.062500 Penalty: 866.015015
	Iteration 57Q: 3 clusters Score -814806.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -814827.062500 Penalty: 866.015015
	Iteration 58Q: 3 clusters Score -814827.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -814849.062500 Penalty: 866.015015
	Iteration 59Q: 3 clusters Score -814849.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -814863.937500 Penalty: 866.015015
	Iteration 60F: 3 clusters Score -814863.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -814882.250000 Penalty: 866.015015
	Iteration 61Q: 3 clusters Score -814882.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -814899.562500 Penalty: 866.015015
	Iteration 62Q: 3 clusters Score -814899.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -814912.812500 Penalty: 866.015015
	Iteration 63Q: 3 clusters Score -814912.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -814924.437500 Penalty: 866.015015
	Iteration 64Q: 3 clusters Score -814924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -814937.625000 Penalty: 866.015015
	Iteration 65Q: 3 clusters Score -814937.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -814944.125000 Penalty: 866.015015
	Iteration 66Q: 3 clusters Score -814944.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -814955.187500 Penalty: 866.015015
	Iteration 67Q: 3 clusters Score -814955.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -814969.125000 Penalty: 866.015015
	Iteration 68Q: 3 clusters Score -814969.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -814981.875000 Penalty: 866.015015
	Iteration 69Q: 3 clusters Score -814981.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -814992.687500 Penalty: 866.015015
	Iteration 70Q: 3 clusters Score -814992.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -815000.187500 Penalty: 866.015015
	Iteration 71Q: 3 clusters Score -815000.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -815002.187500 Penalty: 866.015015
	Iteration 72Q: 3 clusters Score -815002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -815002.125000 Penalty: 866.015015
	Iteration 73Q: 3 clusters Score -815002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -815004.062500 Penalty: 866.015015
	Iteration 74Q: 3 clusters Score -815004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -815004.312500 Penalty: 866.015015
	Iteration 75Q: 3 clusters Score -815004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -815005.750000 Penalty: 866.015015
	Iteration 76Q: 3 clusters Score -815005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -815006.687500 Penalty: 866.015015
	Iteration 77Q: 3 clusters Score -815006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -815006.312500 Penalty: 866.015015
	Iteration 78Q: 3 clusters Score -815006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -815005.812500 Penalty: 866.015015
	Iteration 79Q: 3 clusters Score -815005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -815006.375000 Penalty: 866.015015
	Iteration 80F: 3 clusters Score -815006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -815006.562500 Penalty: 866.015015
	Iteration 81Q: 3 clusters Score -815006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -815007.062500 Penalty: 866.015015
	Iteration 82Q: 3 clusters Score -815007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -815007.937500 Penalty: 866.015015
	Iteration 83Q: 3 clusters Score -815007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -815009.687500 Penalty: 866.015015
	Iteration 84Q: 3 clusters Score -815009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -815010.750000 Penalty: 866.015015
	Iteration 85Q: 3 clusters Score -815010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -815011.187500 Penalty: 866.015015
	Iteration 86Q: 3 clusters Score -815011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -815012.312500 Penalty: 866.015015
	Iteration 87Q: 3 clusters Score -815012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -815012.687500 Penalty: 866.015015
	Iteration 88Q: 3 clusters Score -815012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -815012.687500 Penalty: 866.015015
	Iteration 89F: 3 clusters Score -815012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Entering Unmasked Estep 
Score: -4375749.500000 Penalty: 509.467651
	Iteration 0F: 2 clusters Score -4375750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4326453.500000 Penalty: 1018.935303
	Iteration 0F: 3 clusters Score -4326454 nChanged 35608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4347455.000000 Penalty: 1018.935303
	Iteration 1F: 3 clusters Score -4347455 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4348197.000000 Penalty: 1018.935303
	Iteration 2Q: 3 clusters Score -4348197 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4349519.500000 Penalty: 1018.935303
	Iteration 3Q: 3 clusters Score -4349520 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4351972.000000 Penalty: 1018.935303
	Iteration 4F: 3 clusters Score -4351972 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4356308.000000 Penalty: 1018.935303
	Iteration 5F: 3 clusters Score -4356308 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4362708.500000 Penalty: 1018.935303
	Iteration 6F: 3 clusters Score -4362708 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4369209.500000 Penalty: 1018.935303
	Iteration 7F: 3 clusters Score -4369210 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4373287.000000 Penalty: 1018.935303
	Iteration 8F: 3 clusters Score -4373287 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4374736.500000 Penalty: 1018.935303
	Iteration 9Q: 3 clusters Score -4374736 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4375128.500000 Penalty: 1018.935303
	Iteration 10Q: 3 clusters Score -4375128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4375231.000000 Penalty: 1018.935303
	Iteration 11Q: 3 clusters Score -4375231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4375272.500000 Penalty: 1018.935303
	Iteration 12Q: 3 clusters Score -4375272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4375291.500000 Penalty: 1018.935303
	Iteration 13Q: 3 clusters Score -4375292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4375297.500000 Penalty: 1018.935303
	Iteration 14Q: 3 clusters Score -4375298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4375299.000000 Penalty: 1018.935303
	Iteration 15Q: 3 clusters Score -4375299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4375299.000000 Penalty: 1018.935303
	Iteration 16F: 3 clusters Score -4375299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (118373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118373 members 
Entering Unmasked Estep 
Score: -7076576.500000 Penalty: 531.512634
	Iteration 0F: 2 clusters Score -7076576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -6998379.500000 Penalty: 1063.025269
	Iteration 0F: 3 clusters Score -6998380 nChanged 58259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7036565.500000 Penalty: 1063.025269
	Iteration 1F: 3 clusters Score -7036566 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -7041747.500000 Penalty: 1063.025269
	Iteration 2F: 3 clusters Score -7041748 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7049445.000000 Penalty: 1063.025269
	Iteration 3F: 3 clusters Score -7049445 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7058458.500000 Penalty: 1063.025269
	Iteration 4F: 3 clusters Score -7058458 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -7066057.500000 Penalty: 1063.025269
	Iteration 5F: 3 clusters Score -7066058 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7070514.500000 Penalty: 1063.025269
	Iteration 6Q: 3 clusters Score -7070514 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -7072892.000000 Penalty: 1063.025269
	Iteration 7Q: 3 clusters Score -7072892 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -7074234.500000 Penalty: 1063.025269
	Iteration 8Q: 3 clusters Score -7074234 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -7075054.000000 Penalty: 1063.025269
	Iteration 9Q: 3 clusters Score -7075054 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7075619.000000 Penalty: 1063.025269
	Iteration 10Q: 3 clusters Score -7075619 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7076143.000000 Penalty: 1063.025269
	Iteration 11Q: 3 clusters Score -7076143 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7076523.000000 Penalty: 1063.025269
	Iteration 12Q: 3 clusters Score -7076523 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7076670.000000 Penalty: 1063.025269
	Iteration 13Q: 3 clusters Score -7076670 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7076735.000000 Penalty: 1063.025269
	Iteration 14Q: 3 clusters Score -7076735 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7076796.500000 Penalty: 1063.025269
	Iteration 15Q: 3 clusters Score -7076796 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7076811.500000 Penalty: 1063.025269
	Iteration 16Q: 3 clusters Score -7076812 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7076791.000000 Penalty: 1063.025269
	Iteration 17Q: 3 clusters Score -7076791 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7076789.500000 Penalty: 1063.025269
	Iteration 18Q: 3 clusters Score -7076790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7076792.000000 Penalty: 1063.025269
	Iteration 19Q: 3 clusters Score -7076792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7076776.500000 Penalty: 1063.025269
	Iteration 20F: 3 clusters Score -7076776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7076786.500000 Penalty: 1063.025269
	Iteration 21Q: 3 clusters Score -7076786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7076758.500000 Penalty: 1063.025269
	Iteration 22Q: 3 clusters Score -7076758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7076752.500000 Penalty: 1063.025269
	Iteration 23Q: 3 clusters Score -7076752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7076728.500000 Penalty: 1063.025269
	Iteration 24Q: 3 clusters Score -7076728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117696 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7076725.500000 Penalty: 1063.025269
	Iteration 25Q: 3 clusters Score -7076726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7076713.500000 Penalty: 1063.025269
	Iteration 26Q: 3 clusters Score -7076714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7076702.500000 Penalty: 1063.025269
	Iteration 27Q: 3 clusters Score -7076702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7076694.500000 Penalty: 1063.025269
	Iteration 28Q: 3 clusters Score -7076694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7076691.000000 Penalty: 1063.025269
	Iteration 29Q: 3 clusters Score -7076691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7076678.000000 Penalty: 1063.025269
	Iteration 30Q: 3 clusters Score -7076678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7076676.000000 Penalty: 1063.025269
	Iteration 31Q: 3 clusters Score -7076676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7076676.500000 Penalty: 1063.025269
	Iteration 32Q: 3 clusters Score -7076676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7076668.500000 Penalty: 1063.025269
	Iteration 33Q: 3 clusters Score -7076668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7076670.000000 Penalty: 1063.025269
	Iteration 34Q: 3 clusters Score -7076670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7076670.000000 Penalty: 1063.025269
	Iteration 35Q: 3 clusters Score -7076670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7076666.000000 Penalty: 1063.025269
	Iteration 36Q: 3 clusters Score -7076666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117861 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7076661.500000 Penalty: 1063.025269
	Iteration 37Q: 3 clusters Score -7076662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7076663.000000 Penalty: 1063.025269
	Iteration 38Q: 3 clusters Score -7076663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7076663.000000 Penalty: 1063.025269
	Iteration 39F: 3 clusters Score -7076663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 117862 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 511 members 
Entering Unmasked Estep 
Score: -58210308.000000 Penalty: 52866.046875
Splitting cluster 15 changes total score from -58211264.000000 to -58210308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 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 412 members 
Entering Unmasked Estep 
Score: -52794.429688 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52794.43 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53058.261719 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53058.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53121.855469 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53121.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53148.289062 Penalty: 616.350342
	Iteration 3Q: 3 clusters Score -53148.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53174.097656 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53174.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53193.542969 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53193.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53216.281250 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53216.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53240.558594 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53240.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53255.539062 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53255.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53266.601562 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53272.515625 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53272.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53274.558594 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53274.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53274.886719 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53274.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53275.734375 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53275.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53276.472656 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53276.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53277.515625 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53277.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53277.609375 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53277.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53277.609375 Penalty: 616.350342
	Iteration 17F: 3 clusters Score -53277.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -92337.078125 Penalty: 337.554535
	Iteration 0F: 2 clusters Score -92337.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -91113.250000 Penalty: 675.109070
	Iteration 0F: 3 clusters Score -91113.25 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -91474.585938 Penalty: 675.109070
	Iteration 1F: 3 clusters Score -91474.59 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91549.156250 Penalty: 675.109070
	Iteration 2F: 3 clusters Score -91549.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -91635.328125 Penalty: 675.109070
	Iteration 3F: 3 clusters Score -91635.33 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91696.445312 Penalty: 675.109070
	Iteration 4F: 3 clusters Score -91696.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91742.679688 Penalty: 675.109070
	Iteration 5Q: 3 clusters Score -91742.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91786.382812 Penalty: 675.109070
	Iteration 6Q: 3 clusters Score -91786.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -91835.062500 Penalty: 675.109070
	Iteration 7Q: 3 clusters Score -91835.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91888.992188 Penalty: 675.109070
	Iteration 8Q: 3 clusters Score -91888.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91937.882812 Penalty: 675.109070
	Iteration 9Q: 3 clusters Score -91937.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91968.171875 Penalty: 675.109070
	Iteration 10Q: 3 clusters Score -91968.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91992.453125 Penalty: 675.109070
	Iteration 11Q: 3 clusters Score -91992.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92019.101562 Penalty: 675.109070
	Iteration 12Q: 3 clusters Score -92019.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92041.312500 Penalty: 675.109070
	Iteration 13Q: 3 clusters Score -92041.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92053.640625 Penalty: 675.109070
	Iteration 14Q: 3 clusters Score -92053.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92059.765625 Penalty: 675.109070
	Iteration 15Q: 3 clusters Score -92059.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92065.226562 Penalty: 675.109070
	Iteration 16Q: 3 clusters Score -92065.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92068.835938 Penalty: 675.109070
	Iteration 17Q: 3 clusters Score -92068.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92072.804688 Penalty: 675.109070
	Iteration 18Q: 3 clusters Score -92072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92081.304688 Penalty: 675.109070
	Iteration 19Q: 3 clusters Score -92081.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92093.968750 Penalty: 675.109070
	Iteration 20F: 3 clusters Score -92093.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92121.843750 Penalty: 675.109070
	Iteration 21Q: 3 clusters Score -92121.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92142.492188 Penalty: 675.109070
	Iteration 22Q: 3 clusters Score -92142.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92161.359375 Penalty: 675.109070
	Iteration 23Q: 3 clusters Score -92161.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92174.242188 Penalty: 675.109070
	Iteration 24Q: 3 clusters Score -92174.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92180.242188 Penalty: 675.109070
	Iteration 25Q: 3 clusters Score -92180.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92183.757812 Penalty: 675.109070
	Iteration 26Q: 3 clusters Score -92183.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92186.265625 Penalty: 675.109070
	Iteration 27Q: 3 clusters Score -92186.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92187.148438 Penalty: 675.109070
	Iteration 28Q: 3 clusters Score -92187.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92188.507812 Penalty: 675.109070
	Iteration 29Q: 3 clusters Score -92188.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92188.703125 Penalty: 675.109070
	Iteration 30Q: 3 clusters Score -92188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92188.992188 Penalty: 675.109070
	Iteration 31Q: 3 clusters Score -92188.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92188.992188 Penalty: 675.109070
	Iteration 32F: 3 clusters Score -92188.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 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 116 members 
Entering Unmasked Estep 
Score: -13889.814453 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13889.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14007.079102 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14007.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14041.033203 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14041.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14064.319336 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -14064.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14078.927734 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14078.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14111.500977 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14133.521484 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14133.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14142.388672 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14142.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14148.121094 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -14148.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14149.508789 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -14149.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14149.508789 Penalty: 498.358154
	Iteration 10F: 3 clusters Score -14149.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (139078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Entering Unmasked Estep 
Score: -8337067.500000 Penalty: 538.846985
	Iteration 0F: 2 clusters Score -8337068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -8247318.500000 Penalty: 1077.693970
	Iteration 0F: 3 clusters Score -8247318 nChanged 68016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -8289731.000000 Penalty: 1077.693970
	Iteration 1F: 3 clusters Score -8289731 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -8292564.500000 Penalty: 1077.693970
	Iteration 2Q: 3 clusters Score -8292564 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -8296841.000000 Penalty: 1077.693970
	Iteration 3F: 3 clusters Score -8296841 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -8302586.500000 Penalty: 1077.693970
	Iteration 4F: 3 clusters Score -8302586 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -8309464.500000 Penalty: 1077.693970
	Iteration 5F: 3 clusters Score -8309464 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -8315907.500000 Penalty: 1077.693970
	Iteration 6F: 3 clusters Score -8315908 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -8319691.500000 Penalty: 1077.693970
	Iteration 7F: 3 clusters Score -8319692 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -8321409.000000 Penalty: 1077.693970
	Iteration 8Q: 3 clusters Score -8321409 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -8322363.500000 Penalty: 1077.693970
	Iteration 9Q: 3 clusters Score -8322364 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -8323232.500000 Penalty: 1077.693970
	Iteration 10Q: 3 clusters Score -8323232 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -8324016.000000 Penalty: 1077.693970
	Iteration 11Q: 3 clusters Score -8324016 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -8324743.500000 Penalty: 1077.693970
	Iteration 12Q: 3 clusters Score -8324744 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -8325452.000000 Penalty: 1077.693970
	Iteration 13Q: 3 clusters Score -8325452 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -8326317.500000 Penalty: 1077.693970
	Iteration 14Q: 3 clusters Score -8326318 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -8327202.500000 Penalty: 1077.693970
	Iteration 15Q: 3 clusters Score -8327202 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -8328132.000000 Penalty: 1077.693970
	Iteration 16Q: 3 clusters Score -8328132 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -8328910.000000 Penalty: 1077.693970
	Iteration 17Q: 3 clusters Score -8328910 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -8329661.000000 Penalty: 1077.693970
	Iteration 18Q: 3 clusters Score -8329661 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -8330432.000000 Penalty: 1077.693970
	Iteration 19Q: 3 clusters Score -8330432 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -8330965.500000 Penalty: 1077.693970
	Iteration 20F: 3 clusters Score -8330966 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -8331963.000000 Penalty: 1077.693970
	Iteration 21Q: 3 clusters Score -8331963 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 115556 members 
Entering Unmasked Estep 
Score: -8332818.000000 Penalty: 1077.693970
	Iteration 22Q: 3 clusters Score -8332818 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -8333690.000000 Penalty: 1077.693970
	Iteration 23Q: 3 clusters Score -8333690 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -8334620.500000 Penalty: 1077.693970
	Iteration 24Q: 3 clusters Score -8334620 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -8335304.000000 Penalty: 1077.693970
	Iteration 25Q: 3 clusters Score -8335304 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -8335857.500000 Penalty: 1077.693970
	Iteration 26Q: 3 clusters Score -8335858 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -8336264.000000 Penalty: 1077.693970
	Iteration 27Q: 3 clusters Score -8336264 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -8336554.500000 Penalty: 1077.693970
	Iteration 28Q: 3 clusters Score -8336554 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -8336755.000000 Penalty: 1077.693970
	Iteration 29Q: 3 clusters Score -8336755 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -8336902.000000 Penalty: 1077.693970
	Iteration 30Q: 3 clusters Score -8336902 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 135101 members 
Entering Unmasked Estep 
Score: -8336935.000000 Penalty: 1077.693970
	Iteration 31Q: 3 clusters Score -8336935 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 135538 members 
Entering Unmasked Estep 
Score: -8336918.500000 Penalty: 1077.693970
	Iteration 32Q: 3 clusters Score -8336918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -8336963.500000 Penalty: 1077.693970
	Iteration 33Q: 3 clusters Score -8336964 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
Score: -8336975.000000 Penalty: 1077.693970
	Iteration 34Q: 3 clusters Score -8336975 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -8337010.500000 Penalty: 1077.693970
	Iteration 35Q: 3 clusters Score -8337010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -8336993.500000 Penalty: 1077.693970
	Iteration 36Q: 3 clusters Score -8336994 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -8337000.000000 Penalty: 1077.693970
	Iteration 37Q: 3 clusters Score -8337000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -8337006.000000 Penalty: 1077.693970
	Iteration 38Q: 3 clusters Score -8337006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -8336985.500000 Penalty: 1077.693970
	Iteration 39Q: 3 clusters Score -8336986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 136966 members 
Entering Unmasked Estep 
Score: -8337045.500000 Penalty: 1077.693970
	Iteration 40F: 3 clusters Score -8337046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -8337056.000000 Penalty: 1077.693970
	Iteration 41Q: 3 clusters Score -8337056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 137293 members 
Entering Unmasked Estep 
Score: -8337054.000000 Penalty: 1077.693970
	Iteration 42Q: 3 clusters Score -8337054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -8337037.000000 Penalty: 1077.693970
	Iteration 43Q: 3 clusters Score -8337037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -8337028.500000 Penalty: 1077.693970
	Iteration 44Q: 3 clusters Score -8337028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -8336986.000000 Penalty: 1077.693970
	Iteration 45Q: 3 clusters Score -8336986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -8336957.000000 Penalty: 1077.693970
	Iteration 46Q: 3 clusters Score -8336957 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -8336955.000000 Penalty: 1077.693970
	Iteration 47Q: 3 clusters Score -8336955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 137892 members 
Entering Unmasked Estep 
Score: -8336929.500000 Penalty: 1077.693970
	Iteration 48Q: 3 clusters Score -8336930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -8336920.500000 Penalty: 1077.693970
	Iteration 49Q: 3 clusters Score -8336920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 138035 members 
Entering Unmasked Estep 
Score: -8336896.500000 Penalty: 1077.693970
	Iteration 50Q: 3 clusters Score -8336896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 138109 members 
Entering Unmasked Estep 
Score: -8336868.500000 Penalty: 1077.693970
	Iteration 51Q: 3 clusters Score -8336868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -8336823.500000 Penalty: 1077.693970
	Iteration 52Q: 3 clusters Score -8336824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 138237 members 
Entering Unmasked Estep 
Score: -8336813.000000 Penalty: 1077.693970
	Iteration 53Q: 3 clusters Score -8336813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -8336830.000000 Penalty: 1077.693970
	Iteration 54Q: 3 clusters Score -8336830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -8336820.000000 Penalty: 1077.693970
	Iteration 55Q: 3 clusters Score -8336820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -8336831.000000 Penalty: 1077.693970
	Iteration 56Q: 3 clusters Score -8336831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -8336820.000000 Penalty: 1077.693970
	Iteration 57Q: 3 clusters Score -8336820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 138459 members 
Entering Unmasked Estep 
Score: -8336807.500000 Penalty: 1077.693970
	Iteration 58Q: 3 clusters Score -8336808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -8336788.000000 Penalty: 1077.693970
	Iteration 59Q: 3 clusters Score -8336788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -8336762.000000 Penalty: 1077.693970
	Iteration 60F: 3 clusters Score -8336762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 138560 members 
Entering Unmasked Estep 
Score: -8336753.000000 Penalty: 1077.693970
	Iteration 61Q: 3 clusters Score -8336753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -8336752.500000 Penalty: 1077.693970
	Iteration 62Q: 3 clusters Score -8336752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -8336753.500000 Penalty: 1077.693970
	Iteration 63Q: 3 clusters Score -8336754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -8336752.000000 Penalty: 1077.693970
	Iteration 64Q: 3 clusters Score -8336752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 138651 members 
Entering Unmasked Estep 
Score: -8336752.500000 Penalty: 1077.693970
	Iteration 65Q: 3 clusters Score -8336752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -8336728.500000 Penalty: 1077.693970
	Iteration 66Q: 3 clusters Score -8336728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 138695 members 
Entering Unmasked Estep 
Score: -8336739.000000 Penalty: 1077.693970
	Iteration 67Q: 3 clusters Score -8336739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -8336736.000000 Penalty: 1077.693970
	Iteration 68Q: 3 clusters Score -8336736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -8336736.500000 Penalty: 1077.693970
	Iteration 69Q: 3 clusters Score -8336736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -8336733.500000 Penalty: 1077.693970
	Iteration 70Q: 3 clusters Score -8336734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -8336727.500000 Penalty: 1077.693970
	Iteration 71Q: 3 clusters Score -8336728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 138769 members 
Entering Unmasked Estep 
Score: -8336731.000000 Penalty: 1077.693970
	Iteration 72Q: 3 clusters Score -8336731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -8336732.500000 Penalty: 1077.693970
	Iteration 73Q: 3 clusters Score -8336732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 138782 members 
Entering Unmasked Estep 
Score: -8336736.500000 Penalty: 1077.693970
	Iteration 74Q: 3 clusters Score -8336736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -8336731.500000 Penalty: 1077.693970
	Iteration 75Q: 3 clusters Score -8336732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -8336729.000000 Penalty: 1077.693970
	Iteration 76Q: 3 clusters Score -8336729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -8336729.000000 Penalty: 1077.693970
	Iteration 77F: 3 clusters Score -8336729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -608052.625000 Penalty: 419.707581
	Iteration 0F: 2 clusters Score -608052.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -601323.750000 Penalty: 839.415161
	Iteration 0F: 3 clusters Score -601323.8 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -603935.937500 Penalty: 839.415161
	Iteration 1F: 3 clusters Score -603935.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -604188.437500 Penalty: 839.415161
	Iteration 2F: 3 clusters Score -604188.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -604537.375000 Penalty: 839.415161
	Iteration 3F: 3 clusters Score -604537.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -605060.937500 Penalty: 839.415161
	Iteration 4F: 3 clusters Score -605060.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -605787.375000 Penalty: 839.415161
	Iteration 5F: 3 clusters Score -605787.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -606533.500000 Penalty: 839.415161
	Iteration 6F: 3 clusters Score -606533.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -607068.500000 Penalty: 839.415161
	Iteration 7F: 3 clusters Score -607068.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -607393.437500 Penalty: 839.415161
	Iteration 8Q: 3 clusters Score -607393.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -607548.687500 Penalty: 839.415161
	Iteration 9Q: 3 clusters Score -607548.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -607616.937500 Penalty: 839.415161
	Iteration 10Q: 3 clusters Score -607616.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -607662.687500 Penalty: 839.415161
	Iteration 11Q: 3 clusters Score -607662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -607683.125000 Penalty: 839.415161
	Iteration 12Q: 3 clusters Score -607683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -607688.062500 Penalty: 839.415161
	Iteration 13Q: 3 clusters Score -607688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -607691.875000 Penalty: 839.415161
	Iteration 14Q: 3 clusters Score -607691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -607702.500000 Penalty: 839.415161
	Iteration 15Q: 3 clusters Score -607702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -607704.437500 Penalty: 839.415161
	Iteration 16Q: 3 clusters Score -607704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -607711.562500 Penalty: 839.415161
	Iteration 17Q: 3 clusters Score -607711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -607712.562500 Penalty: 839.415161
	Iteration 18Q: 3 clusters Score -607712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -607712.562500 Penalty: 839.415161
	Iteration 19F: 3 clusters Score -607712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Entering Unmasked Estep 
Score: -3074609.500000 Penalty: 493.156311
	Iteration 0F: 2 clusters Score -3074610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3040321.250000 Penalty: 986.312622
	Iteration 0F: 3 clusters Score -3040321 nChanged 24487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3054615.750000 Penalty: 986.312622
	Iteration 1F: 3 clusters Score -3054616 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3055183.250000 Penalty: 986.312622
	Iteration 2Q: 3 clusters Score -3055183 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3056156.500000 Penalty: 986.312622
	Iteration 3Q: 3 clusters Score -3056156 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3057935.500000 Penalty: 986.312622
	Iteration 4F: 3 clusters Score -3057936 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3060910.500000 Penalty: 986.312622
	Iteration 5F: 3 clusters Score -3060910 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3065105.000000 Penalty: 986.312622
	Iteration 6F: 3 clusters Score -3065105 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3068945.000000 Penalty: 986.312622
	Iteration 7F: 3 clusters Score -3068945 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -3071148.750000 Penalty: 986.312622
	Iteration 8Q: 3 clusters Score -3071149 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3072304.000000 Penalty: 986.312622
	Iteration 9Q: 3 clusters Score -3072304 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3073051.000000 Penalty: 986.312622
	Iteration 10Q: 3 clusters Score -3073051 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3073517.500000 Penalty: 986.312622
	Iteration 11Q: 3 clusters Score -3073518 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3073823.750000 Penalty: 986.312622
	Iteration 12Q: 3 clusters Score -3073824 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3073971.500000 Penalty: 986.312622
	Iteration 13Q: 3 clusters Score -3073972 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -3074065.500000 Penalty: 986.312622
	Iteration 14Q: 3 clusters Score -3074066 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3074093.000000 Penalty: 986.312622
	Iteration 15Q: 3 clusters Score -3074093 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -3074112.500000 Penalty: 986.312622
	Iteration 16Q: 3 clusters Score -3074112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -3074120.750000 Penalty: 986.312622
	Iteration 17Q: 3 clusters Score -3074121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3074122.000000 Penalty: 986.312622
	Iteration 18Q: 3 clusters Score -3074122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -3074127.500000 Penalty: 986.312622
	Iteration 19Q: 3 clusters Score -3074128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3074125.500000 Penalty: 986.312622
	Iteration 20F: 3 clusters Score -3074126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3074140.750000 Penalty: 986.312622
	Iteration 21Q: 3 clusters Score -3074141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3074141.750000 Penalty: 986.312622
	Iteration 22Q: 3 clusters Score -3074142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -3074140.000000 Penalty: 986.312622
	Iteration 23Q: 3 clusters Score -3074140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -3074133.000000 Penalty: 986.312622
	Iteration 24Q: 3 clusters Score -3074133 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3074137.500000 Penalty: 986.312622
	Iteration 25Q: 3 clusters Score -3074138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -3074145.000000 Penalty: 986.312622
	Iteration 26Q: 3 clusters Score -3074145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -3074150.500000 Penalty: 986.312622
	Iteration 27Q: 3 clusters Score -3074150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -3074150.750000 Penalty: 986.312622
	Iteration 28Q: 3 clusters Score -3074151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -3074150.000000 Penalty: 986.312622
	Iteration 29Q: 3 clusters Score -3074150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -3074153.000000 Penalty: 986.312622
	Iteration 30Q: 3 clusters Score -3074153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -3074161.500000 Penalty: 986.312622
	Iteration 31Q: 3 clusters Score -3074162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -3074158.750000 Penalty: 986.312622
	Iteration 32Q: 3 clusters Score -3074159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -3074160.000000 Penalty: 986.312622
	Iteration 33Q: 3 clusters Score -3074160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -3074158.000000 Penalty: 986.312622
	Iteration 34Q: 3 clusters Score -3074158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -3074155.250000 Penalty: 986.312622
	Iteration 35Q: 3 clusters Score -3074155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3074162.250000 Penalty: 986.312622
	Iteration 36Q: 3 clusters Score -3074162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -3074158.500000 Penalty: 986.312622
	Iteration 37Q: 3 clusters Score -3074158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -3074159.750000 Penalty: 986.312622
	Iteration 38Q: 3 clusters Score -3074160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3074161.500000 Penalty: 986.312622
	Iteration 39Q: 3 clusters Score -3074162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -3074165.750000 Penalty: 986.312622
	Iteration 40F: 3 clusters Score -3074166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3074161.000000 Penalty: 986.312622
	Iteration 41Q: 3 clusters Score -3074161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -3074154.250000 Penalty: 986.312622
	Iteration 42Q: 3 clusters Score -3074154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -3074154.500000 Penalty: 986.312622
	Iteration 43Q: 3 clusters Score -3074154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3074158.750000 Penalty: 986.312622
	Iteration 44Q: 3 clusters Score -3074159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -3074156.500000 Penalty: 986.312622
	Iteration 45Q: 3 clusters Score -3074156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -3074158.000000 Penalty: 986.312622
	Iteration 46Q: 3 clusters Score -3074158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -3074149.500000 Penalty: 986.312622
	Iteration 47Q: 3 clusters Score -3074150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -3074148.500000 Penalty: 986.312622
	Iteration 48Q: 3 clusters Score -3074148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -3074146.250000 Penalty: 986.312622
	Iteration 49Q: 3 clusters Score -3074146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -3074149.750000 Penalty: 986.312622
	Iteration 50Q: 3 clusters Score -3074150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -3074145.000000 Penalty: 986.312622
	Iteration 51Q: 3 clusters Score -3074145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -3074147.250000 Penalty: 986.312622
	Iteration 52Q: 3 clusters Score -3074147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -3074147.000000 Penalty: 986.312622
	Iteration 53Q: 3 clusters Score -3074147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -3074152.750000 Penalty: 986.312622
	Iteration 54Q: 3 clusters Score -3074153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -3074153.250000 Penalty: 986.312622
	Iteration 55Q: 3 clusters Score -3074153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -3074157.000000 Penalty: 986.312622
	Iteration 56Q: 3 clusters Score -3074157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -3074156.500000 Penalty: 986.312622
	Iteration 57Q: 3 clusters Score -3074156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -3074152.500000 Penalty: 986.312622
	Iteration 58Q: 3 clusters Score -3074152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -3074147.500000 Penalty: 986.312622
	Iteration 59Q: 3 clusters Score -3074148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -3074147.250000 Penalty: 986.312622
	Iteration 60F: 3 clusters Score -3074147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -3074147.250000 Penalty: 986.312622
	Iteration 61Q: 3 clusters Score -3074147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -3074146.250000 Penalty: 986.312622
	Iteration 62Q: 3 clusters Score -3074146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -3074146.500000 Penalty: 986.312622
	Iteration 63Q: 3 clusters Score -3074146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -3074144.250000 Penalty: 986.312622
	Iteration 64Q: 3 clusters Score -3074144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -3074146.000000 Penalty: 986.312622
	Iteration 65Q: 3 clusters Score -3074146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -3074146.250000 Penalty: 986.312622
	Iteration 66Q: 3 clusters Score -3074146 nChanged 47
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Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3074147 nChanged 39
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Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3074140 nChanged 38
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Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3074145 nChanged 42
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Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 40297 members 
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	Iteration 70Q: 3 clusters Score -3074152 nChanged 44
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Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 40341 members 
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	Iteration 71Q: 3 clusters Score -3074152 nChanged 49
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Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 40390 members 
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	Iteration 72Q: 3 clusters Score -3074151 nChanged 45
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3074145 nChanged 44
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3074140 nChanged 42
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Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 40517 members 
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	Iteration 75Q: 3 clusters Score -3074142 nChanged 40
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3074144 nChanged 49
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Mstep: Class 2 contains 40606 members 
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	Iteration 77Q: 3 clusters Score -3074149 nChanged 47
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Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 40653 members 
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	Iteration 78Q: 3 clusters Score -3074146 nChanged 43
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Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3074140 nChanged 47
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Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3074152 nChanged 42
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Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 40785 members 
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	Iteration 81Q: 3 clusters Score -3074156 nChanged 45
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 40830 members 
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	Iteration 82Q: 3 clusters Score -3074150 nChanged 42
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 40872 members 
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	Iteration 83Q: 3 clusters Score -3074156 nChanged 53
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Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 40925 members 
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	Iteration 84Q: 3 clusters Score -3074155 nChanged 58
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Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 40983 members 
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	Iteration 85Q: 3 clusters Score -3074154 nChanged 72
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Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3074168 nChanged 70
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	Iteration 87Q: 3 clusters Score -3074162 nChanged 77
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Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 41202 members 
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	Iteration 88Q: 3 clusters Score -3074162 nChanged 83
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 41285 members 
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	Iteration 89Q: 3 clusters Score -3074170 nChanged 91
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 41376 members 
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	Iteration 90Q: 3 clusters Score -3074179 nChanged 64
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Mstep: Class 1 contains 9510 members 
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	Iteration 91Q: 3 clusters Score -3074178 nChanged 63
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Mstep: Class 1 contains 9447 members 
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	Iteration 92Q: 3 clusters Score -3074169 nChanged 61
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Mstep: Class 1 contains 9386 members 
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	Iteration 93Q: 3 clusters Score -3074172 nChanged 57
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Mstep: Class 1 contains 9329 members 
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	Iteration 94Q: 3 clusters Score -3074168 nChanged 50
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Mstep: Class 1 contains 9279 members 
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	Iteration 95Q: 3 clusters Score -3074172 nChanged 53
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Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 41724 members 
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	Iteration 96Q: 3 clusters Score -3074172 nChanged 44
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 41768 members 
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	Iteration 97Q: 3 clusters Score -3074174 nChanged 47
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Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 41815 members 
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Mstep: Class 1 contains 9093 members 
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	Iteration 99Q: 3 clusters Score -3074184 nChanged 41
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Mstep: Class 1 contains 9052 members 
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	Iteration 100F: 3 clusters Score -3074186 nChanged 46
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 41944 members 
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	Iteration 101Q: 3 clusters Score -3074197 nChanged 41
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Mstep: Class 1 contains 8965 members 
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	Iteration 102Q: 3 clusters Score -3074182 nChanged 40
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	Iteration 103Q: 3 clusters Score -3074180 nChanged 37
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Mstep: Class 1 contains 8888 members 
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	Iteration 104Q: 3 clusters Score -3074180 nChanged 40
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Mstep: Class 1 contains 8848 members 
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	Iteration 105Q: 3 clusters Score -3074183 nChanged 42
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 42144 members 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 42195 members 
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Mstep: Class 2 contains 42253 members 
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Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 42303 members 
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	Iteration 109Q: 3 clusters Score -3074192 nChanged 47
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Mstep: Class 1 contains 8600 members 
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	Iteration 110Q: 3 clusters Score -3074188 nChanged 57
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Mstep: Class 1 contains 8545 members 
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	Iteration 111Q: 3 clusters Score -3074191 nChanged 50
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Mstep: Class 1 contains 8495 members 
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	Iteration 112Q: 3 clusters Score -3074188 nChanged 58
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Mstep: Class 1 contains 8437 members 
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	Iteration 113Q: 3 clusters Score -3074192 nChanged 61
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	Iteration 114Q: 3 clusters Score -3074197 nChanged 60
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	Iteration 115Q: 3 clusters Score -3074186 nChanged 55
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	Iteration 116Q: 3 clusters Score -3074188 nChanged 47
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	Iteration 117Q: 3 clusters Score -3074195 nChanged 41
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	Iteration 118Q: 3 clusters Score -3074203 nChanged 38
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	Iteration 119Q: 3 clusters Score -3074193 nChanged 33
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	Iteration 120F: 3 clusters Score -3074194 nChanged 33
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Mstep: Class 1 contains 8069 members 
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	Iteration 121Q: 3 clusters Score -3074198 nChanged 46
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	Iteration 122Q: 3 clusters Score -3074188 nChanged 45
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Mstep: Class 1 contains 7978 members 
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	Iteration 123Q: 3 clusters Score -3074186 nChanged 44
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Mstep: Class 1 contains 7934 members 
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	Iteration 124Q: 3 clusters Score -3074186 nChanged 39
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Mstep: Class 1 contains 7895 members 
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	Iteration 125Q: 3 clusters Score -3074187 nChanged 47
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	Iteration 126Q: 3 clusters Score -3074198 nChanged 41
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Mstep: Class 1 contains 7807 members 
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	Iteration 127Q: 3 clusters Score -3074190 nChanged 27
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Mstep: Class 1 contains 7782 members 
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	Iteration 128Q: 3 clusters Score -3074192 nChanged 24
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Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 43192 members 
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	Iteration 129Q: 3 clusters Score -3074197 nChanged 20
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Mstep: Class 1 contains 7738 members 
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	Iteration 130Q: 3 clusters Score -3074200 nChanged 24
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	Iteration 131Q: 3 clusters Score -3074198 nChanged 29
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Mstep: Class 1 contains 7685 members 
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	Iteration 132Q: 3 clusters Score -3074204 nChanged 29
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Mstep: Class 1 contains 7656 members 
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	Iteration 133Q: 3 clusters Score -3074201 nChanged 24
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Mstep: Class 1 contains 7632 members 
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	Iteration 134Q: 3 clusters Score -3074202 nChanged 21
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	Iteration 135Q: 3 clusters Score -3074202 nChanged 29
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Mstep: Class 1 contains 7582 members 
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	Iteration 136Q: 3 clusters Score -3074198 nChanged 30
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	Iteration 137Q: 3 clusters Score -3074200 nChanged 31
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	Iteration 138Q: 3 clusters Score -3074194 nChanged 25
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	Iteration 139Q: 3 clusters Score -3074196 nChanged 17
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Mstep: Class 1 contains 7479 members 
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	Iteration 140F: 3 clusters Score -3074199 nChanged 13
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	Iteration 141Q: 3 clusters Score -3074200 nChanged 15
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	Iteration 142Q: 3 clusters Score -3074196 nChanged 13
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	Iteration 143Q: 3 clusters Score -3074195 nChanged 18
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	Iteration 144Q: 3 clusters Score -3074204 nChanged 17
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	Iteration 145Q: 3 clusters Score -3074204 nChanged 12
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	Iteration 146Q: 3 clusters Score -3074206 nChanged 11
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	Iteration 147Q: 3 clusters Score -3074203 nChanged 11
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	Iteration 148Q: 3 clusters Score -3074202 nChanged 11
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	Iteration 149Q: 3 clusters Score -3074209 nChanged 11
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	Iteration 150Q: 3 clusters Score -3074208 nChanged 9
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	Iteration 151Q: 3 clusters Score -3074201 nChanged 8
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	Iteration 152Q: 3 clusters Score -3074206 nChanged 10
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	Iteration 153Q: 3 clusters Score -3074202 nChanged 15
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	Iteration 154Q: 3 clusters Score -3074204 nChanged 11
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	Iteration 155Q: 3 clusters Score -3074204 nChanged 2
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	Iteration 156Q: 3 clusters Score -3074204 nChanged 4
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	Iteration 157Q: 3 clusters Score -3074204 nChanged 2
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	Iteration 158Q: 3 clusters Score -3074202 nChanged 4
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Entering Unmasked Estep 
Score: -3074202.500000 Penalty: 986.312622
	Iteration 159Q: 3 clusters Score -3074202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -3074204.000000 Penalty: 986.312622
	Iteration 160F: 3 clusters Score -3074204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -3074206.000000 Penalty: 986.312622
	Iteration 161Q: 3 clusters Score -3074206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -3074200.250000 Penalty: 986.312622
	Iteration 162Q: 3 clusters Score -3074200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -3074201.250000 Penalty: 986.312622
	Iteration 163Q: 3 clusters Score -3074201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -3074200.000000 Penalty: 986.312622
	Iteration 164Q: 3 clusters Score -3074200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -3074201.000000 Penalty: 986.312622
	Iteration 165Q: 3 clusters Score -3074201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -3074199.250000 Penalty: 986.312622
	Iteration 166Q: 3 clusters Score -3074199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -3074197.500000 Penalty: 986.312622
	Iteration 167Q: 3 clusters Score -3074198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -3074198.000000 Penalty: 986.312622
	Iteration 168Q: 3 clusters Score -3074198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -3074195.250000 Penalty: 986.312622
	Iteration 169Q: 3 clusters Score -3074195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -3074195.250000 Penalty: 986.312622
	Iteration 170F: 3 clusters Score -3074195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8067.363281 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8067.363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8129.371094 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8129.371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8155.071289 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8155.071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8165.182617 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8165.183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8183.607422 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8183.607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8193.749023 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8193.749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8202.605469 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8202.605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8205.560547 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8205.561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8205.560547 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8205.561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6666.926758 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6666.927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6750.778809 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6750.779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6769.208984 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6769.209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6777.118164 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6777.118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6781.410156 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6781.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6783.145996 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6783.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6789.508301 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6789.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6800.458984 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6800.459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6835.420898 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6835.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6854.433594 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6854.434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6855.659180 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6855.659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6855.659180 Penalty: 454.129395
	Iteration 11F: 3 clusters Score -6855.659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -145829.140625 Penalty: 355.665314
	Iteration 0F: 2 clusters Score -145829.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -144084.890625 Penalty: 711.330627
	Iteration 0F: 3 clusters Score -144084.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -144713.812500 Penalty: 711.330627
	Iteration 1F: 3 clusters Score -144713.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -144802.890625 Penalty: 711.330627
	Iteration 2F: 3 clusters Score -144802.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -144885.937500 Penalty: 711.330627
	Iteration 3F: 3 clusters Score -144885.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -144969.609375 Penalty: 711.330627
	Iteration 4F: 3 clusters Score -144969.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -145066.953125 Penalty: 711.330627
	Iteration 5Q: 3 clusters Score -145067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -145180.921875 Penalty: 711.330627
	Iteration 6F: 3 clusters Score -145180.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -145244.015625 Penalty: 711.330627
	Iteration 7F: 3 clusters Score -145244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -145281.609375 Penalty: 711.330627
	Iteration 8Q: 3 clusters Score -145281.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -145310.250000 Penalty: 711.330627
	Iteration 9Q: 3 clusters Score -145310.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -145336.609375 Penalty: 711.330627
	Iteration 10Q: 3 clusters Score -145336.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -145358.171875 Penalty: 711.330627
	Iteration 11Q: 3 clusters Score -145358.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -145377.296875 Penalty: 711.330627
	Iteration 12Q: 3 clusters Score -145377.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -145398.765625 Penalty: 711.330627
	Iteration 13Q: 3 clusters Score -145398.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -145434.078125 Penalty: 711.330627
	Iteration 14Q: 3 clusters Score -145434.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -145460.515625 Penalty: 711.330627
	Iteration 15Q: 3 clusters Score -145460.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -145485.250000 Penalty: 711.330627
	Iteration 16Q: 3 clusters Score -145485.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -145506.640625 Penalty: 711.330627
	Iteration 17Q: 3 clusters Score -145506.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -145532.781250 Penalty: 711.330627
	Iteration 18Q: 3 clusters Score -145532.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -145557.218750 Penalty: 711.330627
	Iteration 19Q: 3 clusters Score -145557.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -145574.390625 Penalty: 711.330627
	Iteration 20F: 3 clusters Score -145574.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -145587.890625 Penalty: 711.330627
	Iteration 21Q: 3 clusters Score -145587.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -145595.703125 Penalty: 711.330627
	Iteration 22Q: 3 clusters Score -145595.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -145606.109375 Penalty: 711.330627
	Iteration 23Q: 3 clusters Score -145606.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -145620.875000 Penalty: 711.330627
	Iteration 24Q: 3 clusters Score -145620.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -145632.750000 Penalty: 711.330627
	Iteration 25Q: 3 clusters Score -145632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -145636.875000 Penalty: 711.330627
	Iteration 26Q: 3 clusters Score -145636.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -145641.203125 Penalty: 711.330627
	Iteration 27Q: 3 clusters Score -145641.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -145650.625000 Penalty: 711.330627
	Iteration 28Q: 3 clusters Score -145650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -145656.218750 Penalty: 711.330627
	Iteration 29Q: 3 clusters Score -145656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -145660.421875 Penalty: 711.330627
	Iteration 30Q: 3 clusters Score -145660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -145662.890625 Penalty: 711.330627
	Iteration 31Q: 3 clusters Score -145662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -145665.093750 Penalty: 711.330627
	Iteration 32Q: 3 clusters Score -145665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -145665.843750 Penalty: 711.330627
	Iteration 33Q: 3 clusters Score -145665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -145667.562500 Penalty: 711.330627
	Iteration 34Q: 3 clusters Score -145667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -145669.406250 Penalty: 711.330627
	Iteration 35Q: 3 clusters Score -145669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -145673.140625 Penalty: 711.330627
	Iteration 36Q: 3 clusters Score -145673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -145675.796875 Penalty: 711.330627
	Iteration 37Q: 3 clusters Score -145675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -145677.437500 Penalty: 711.330627
	Iteration 38Q: 3 clusters Score -145677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -145678.078125 Penalty: 711.330627
	Iteration 39Q: 3 clusters Score -145678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -145678.296875 Penalty: 711.330627
	Iteration 40F: 3 clusters Score -145678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -145678.734375 Penalty: 711.330627
	Iteration 41Q: 3 clusters Score -145678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -145679.359375 Penalty: 711.330627
	Iteration 42Q: 3 clusters Score -145679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -145679.531250 Penalty: 711.330627
	Iteration 43Q: 3 clusters Score -145679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -145679.531250 Penalty: 711.330627
	Iteration 44F: 3 clusters Score -145679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -586119.500000 Penalty: 417.670532
	Iteration 0F: 2 clusters Score -586119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -579644.062500 Penalty: 835.341064
	Iteration 0F: 3 clusters Score -579644.1 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -582305.312500 Penalty: 835.341064
	Iteration 1F: 3 clusters Score -582305.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -582573.437500 Penalty: 835.341064
	Iteration 2F: 3 clusters Score -582573.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -583004.750000 Penalty: 835.341064
	Iteration 3F: 3 clusters Score -583004.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -583569.625000 Penalty: 835.341064
	Iteration 4F: 3 clusters Score -583569.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -584162.000000 Penalty: 835.341064
	Iteration 5F: 3 clusters Score -584162 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -584609.687500 Penalty: 835.341064
	Iteration 6F: 3 clusters Score -584609.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -584817.875000 Penalty: 835.341064
	Iteration 7Q: 3 clusters Score -584817.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -584893.562500 Penalty: 835.341064
	Iteration 8Q: 3 clusters Score -584893.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -584934.625000 Penalty: 835.341064
	Iteration 9Q: 3 clusters Score -584934.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -584956.875000 Penalty: 835.341064
	Iteration 10Q: 3 clusters Score -584956.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -584974.687500 Penalty: 835.341064
	Iteration 11Q: 3 clusters Score -584974.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -584990.687500 Penalty: 835.341064
	Iteration 12Q: 3 clusters Score -584990.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -585001.750000 Penalty: 835.341064
	Iteration 13Q: 3 clusters Score -585001.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -585013.687500 Penalty: 835.341064
	Iteration 14Q: 3 clusters Score -585013.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -585021.000000 Penalty: 835.341064
	Iteration 15Q: 3 clusters Score -585021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -585031.312500 Penalty: 835.341064
	Iteration 16Q: 3 clusters Score -585031.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -585040.875000 Penalty: 835.341064
	Iteration 17Q: 3 clusters Score -585040.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -585047.500000 Penalty: 835.341064
	Iteration 18Q: 3 clusters Score -585047.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -585054.562500 Penalty: 835.341064
	Iteration 19Q: 3 clusters Score -585054.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -585057.562500 Penalty: 835.341064
	Iteration 20F: 3 clusters Score -585057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -585060.562500 Penalty: 835.341064
	Iteration 21Q: 3 clusters Score -585060.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -585063.375000 Penalty: 835.341064
	Iteration 22Q: 3 clusters Score -585063.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -585065.687500 Penalty: 835.341064
	Iteration 23Q: 3 clusters Score -585065.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -585066.875000 Penalty: 835.341064
	Iteration 24Q: 3 clusters Score -585066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -585072.312500 Penalty: 835.341064
	Iteration 25Q: 3 clusters Score -585072.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -585075.937500 Penalty: 835.341064
	Iteration 26Q: 3 clusters Score -585075.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -585078.375000 Penalty: 835.341064
	Iteration 27Q: 3 clusters Score -585078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -585081.062500 Penalty: 835.341064
	Iteration 28Q: 3 clusters Score -585081.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -585082.625000 Penalty: 835.341064
	Iteration 29Q: 3 clusters Score -585082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -585082.875000 Penalty: 835.341064
	Iteration 30Q: 3 clusters Score -585082.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -585083.687500 Penalty: 835.341064
	Iteration 31Q: 3 clusters Score -585083.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -585083.062500 Penalty: 835.341064
	Iteration 32Q: 3 clusters Score -585083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -585083.125000 Penalty: 835.341064
	Iteration 33Q: 3 clusters Score -585083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -585085.562500 Penalty: 835.341064
	Iteration 34Q: 3 clusters Score -585085.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -585085.750000 Penalty: 835.341064
	Iteration 35Q: 3 clusters Score -585085.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -585088.250000 Penalty: 835.341064
	Iteration 36Q: 3 clusters Score -585088.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -585090.437500 Penalty: 835.341064
	Iteration 37Q: 3 clusters Score -585090.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -585092.812500 Penalty: 835.341064
	Iteration 38Q: 3 clusters Score -585092.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -585097.750000 Penalty: 835.341064
	Iteration 39Q: 3 clusters Score -585097.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -585106.000000 Penalty: 835.341064
	Iteration 40F: 3 clusters Score -585106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -585112.562500 Penalty: 835.341064
	Iteration 41Q: 3 clusters Score -585112.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -585119.000000 Penalty: 835.341064
	Iteration 42Q: 3 clusters Score -585119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -585124.750000 Penalty: 835.341064
	Iteration 43Q: 3 clusters Score -585124.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -585133.312500 Penalty: 835.341064
	Iteration 44Q: 3 clusters Score -585133.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -585145.062500 Penalty: 835.341064
	Iteration 45Q: 3 clusters Score -585145.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -585157.062500 Penalty: 835.341064
	Iteration 46Q: 3 clusters Score -585157.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -585166.750000 Penalty: 835.341064
	Iteration 47Q: 3 clusters Score -585166.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -585173.437500 Penalty: 835.341064
	Iteration 48Q: 3 clusters Score -585173.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -585180.812500 Penalty: 835.341064
	Iteration 49Q: 3 clusters Score -585180.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -585191.312500 Penalty: 835.341064
	Iteration 50Q: 3 clusters Score -585191.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -585194.125000 Penalty: 835.341064
	Iteration 51Q: 3 clusters Score -585194.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -585200.125000 Penalty: 835.341064
	Iteration 52Q: 3 clusters Score -585200.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -585209.250000 Penalty: 835.341064
	Iteration 53Q: 3 clusters Score -585209.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -585219.250000 Penalty: 835.341064
	Iteration 54Q: 3 clusters Score -585219.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -585228.187500 Penalty: 835.341064
	Iteration 55Q: 3 clusters Score -585228.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -585236.687500 Penalty: 835.341064
	Iteration 56Q: 3 clusters Score -585236.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -585244.250000 Penalty: 835.341064
	Iteration 57Q: 3 clusters Score -585244.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -585248.937500 Penalty: 835.341064
	Iteration 58Q: 3 clusters Score -585248.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -585253.500000 Penalty: 835.341064
	Iteration 59Q: 3 clusters Score -585253.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -585255.562500 Penalty: 835.341064
	Iteration 60F: 3 clusters Score -585255.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -585256.437500 Penalty: 835.341064
	Iteration 61Q: 3 clusters Score -585256.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -585260.250000 Penalty: 835.341064
	Iteration 62Q: 3 clusters Score -585260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -585261.125000 Penalty: 835.341064
	Iteration 63Q: 3 clusters Score -585261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -585261.187500 Penalty: 835.341064
	Iteration 64Q: 3 clusters Score -585261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -585260.125000 Penalty: 835.341064
	Iteration 65Q: 3 clusters Score -585260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -585262.187500 Penalty: 835.341064
	Iteration 66Q: 3 clusters Score -585262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -585264.937500 Penalty: 835.341064
	Iteration 67Q: 3 clusters Score -585264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -585263.687500 Penalty: 835.341064
	Iteration 68Q: 3 clusters Score -585263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -585266.687500 Penalty: 835.341064
	Iteration 69Q: 3 clusters Score -585266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -585267.687500 Penalty: 835.341064
	Iteration 70Q: 3 clusters Score -585267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -585268.062500 Penalty: 835.341064
	Iteration 71Q: 3 clusters Score -585268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -585267.250000 Penalty: 835.341064
	Iteration 72Q: 3 clusters Score -585267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -585267.875000 Penalty: 835.341064
	Iteration 73Q: 3 clusters Score -585267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -585267.750000 Penalty: 835.341064
	Iteration 74Q: 3 clusters Score -585267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -585267.187500 Penalty: 835.341064
	Iteration 75Q: 3 clusters Score -585267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -585269.875000 Penalty: 835.341064
	Iteration 76Q: 3 clusters Score -585269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -585270.250000 Penalty: 835.341064
	Iteration 77Q: 3 clusters Score -585270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -585270.625000 Penalty: 835.341064
	Iteration 78Q: 3 clusters Score -585270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -585271.125000 Penalty: 835.341064
	Iteration 79Q: 3 clusters Score -585271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -585271.562500 Penalty: 835.341064
	Iteration 80F: 3 clusters Score -585271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -585271.687500 Penalty: 835.341064
	Iteration 81Q: 3 clusters Score -585271.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -585273.062500 Penalty: 835.341064
	Iteration 82Q: 3 clusters Score -585273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -585276.250000 Penalty: 835.341064
	Iteration 83Q: 3 clusters Score -585276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -585276.562500 Penalty: 835.341064
	Iteration 84Q: 3 clusters Score -585276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -585277.687500 Penalty: 835.341064
	Iteration 85Q: 3 clusters Score -585277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -585277.500000 Penalty: 835.341064
	Iteration 86Q: 3 clusters Score -585277.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -585279.375000 Penalty: 835.341064
	Iteration 87Q: 3 clusters Score -585279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -585279.437500 Penalty: 835.341064
	Iteration 88Q: 3 clusters Score -585279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -585283.125000 Penalty: 835.341064
	Iteration 89Q: 3 clusters Score -585283.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -585287.312500 Penalty: 835.341064
	Iteration 90Q: 3 clusters Score -585287.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -585290.937500 Penalty: 835.341064
	Iteration 91Q: 3 clusters Score -585290.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -585294.125000 Penalty: 835.341064
	Iteration 92Q: 3 clusters Score -585294.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -585298.875000 Penalty: 835.341064
	Iteration 93Q: 3 clusters Score -585298.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -585306.187500 Penalty: 835.341064
	Iteration 94Q: 3 clusters Score -585306.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -585309.812500 Penalty: 835.341064
	Iteration 95Q: 3 clusters Score -585309.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -585315.250000 Penalty: 835.341064
	Iteration 96Q: 3 clusters Score -585315.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -585319.500000 Penalty: 835.341064
	Iteration 97Q: 3 clusters Score -585319.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -585320.437500 Penalty: 835.341064
	Iteration 98Q: 3 clusters Score -585320.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -585325.250000 Penalty: 835.341064
	Iteration 99Q: 3 clusters Score -585325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -585329.812500 Penalty: 835.341064
	Iteration 100F: 3 clusters Score -585329.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -585337.812500 Penalty: 835.341064
	Iteration 101Q: 3 clusters Score -585337.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -585345.062500 Penalty: 835.341064
	Iteration 102Q: 3 clusters Score -585345.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -585352.687500 Penalty: 835.341064
	Iteration 103Q: 3 clusters Score -585352.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -585357.187500 Penalty: 835.341064
	Iteration 104Q: 3 clusters Score -585357.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -585363.500000 Penalty: 835.341064
	Iteration 105Q: 3 clusters Score -585363.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -585371.500000 Penalty: 835.341064
	Iteration 106Q: 3 clusters Score -585371.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -585376.687500 Penalty: 835.341064
	Iteration 107Q: 3 clusters Score -585376.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -585385.437500 Penalty: 835.341064
	Iteration 108Q: 3 clusters Score -585385.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -585392.562500 Penalty: 835.341064
	Iteration 109Q: 3 clusters Score -585392.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -585397.750000 Penalty: 835.341064
	Iteration 110Q: 3 clusters Score -585397.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -585405.062500 Penalty: 835.341064
	Iteration 111Q: 3 clusters Score -585405.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -585417.625000 Penalty: 835.341064
	Iteration 112Q: 3 clusters Score -585417.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -585426.875000 Penalty: 835.341064
	Iteration 113Q: 3 clusters Score -585426.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -585432.562500 Penalty: 835.341064
	Iteration 114Q: 3 clusters Score -585432.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -585440.250000 Penalty: 835.341064
	Iteration 115Q: 3 clusters Score -585440.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -585450.000000 Penalty: 835.341064
	Iteration 116Q: 3 clusters Score -585450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -585461.250000 Penalty: 835.341064
	Iteration 117Q: 3 clusters Score -585461.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -585475.687500 Penalty: 835.341064
	Iteration 118Q: 3 clusters Score -585475.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -585491.000000 Penalty: 835.341064
	Iteration 119Q: 3 clusters Score -585491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -585507.062500 Penalty: 835.341064
	Iteration 120F: 3 clusters Score -585507.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -585517.937500 Penalty: 835.341064
	Iteration 121Q: 3 clusters Score -585517.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -585526.812500 Penalty: 835.341064
	Iteration 122Q: 3 clusters Score -585526.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -585537.250000 Penalty: 835.341064
	Iteration 123Q: 3 clusters Score -585537.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -585550.250000 Penalty: 835.341064
	Iteration 124Q: 3 clusters Score -585550.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -585562.750000 Penalty: 835.341064
	Iteration 125Q: 3 clusters Score -585562.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -585573.812500 Penalty: 835.341064
	Iteration 126Q: 3 clusters Score -585573.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -585584.437500 Penalty: 835.341064
	Iteration 127Q: 3 clusters Score -585584.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -585595.375000 Penalty: 835.341064
	Iteration 128Q: 3 clusters Score -585595.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -585604.062500 Penalty: 835.341064
	Iteration 129Q: 3 clusters Score -585604.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -585616.562500 Penalty: 835.341064
	Iteration 130Q: 3 clusters Score -585616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -585619.375000 Penalty: 835.341064
	Iteration 131Q: 3 clusters Score -585619.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -585627.062500 Penalty: 835.341064
	Iteration 132Q: 3 clusters Score -585627.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -585634.875000 Penalty: 835.341064
	Iteration 133Q: 3 clusters Score -585634.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -585640.875000 Penalty: 835.341064
	Iteration 134Q: 3 clusters Score -585640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -585645.937500 Penalty: 835.341064
	Iteration 135Q: 3 clusters Score -585645.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -585647.500000 Penalty: 835.341064
	Iteration 136Q: 3 clusters Score -585647.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -585651.187500 Penalty: 835.341064
	Iteration 137Q: 3 clusters Score -585651.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -585656.187500 Penalty: 835.341064
	Iteration 138Q: 3 clusters Score -585656.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -585658.937500 Penalty: 835.341064
	Iteration 139Q: 3 clusters Score -585658.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -585663.750000 Penalty: 835.341064
	Iteration 140F: 3 clusters Score -585663.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -585666.875000 Penalty: 835.341064
	Iteration 141Q: 3 clusters Score -585666.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -585669.812500 Penalty: 835.341064
	Iteration 142Q: 3 clusters Score -585669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -585676.687500 Penalty: 835.341064
	Iteration 143Q: 3 clusters Score -585676.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -585680.062500 Penalty: 835.341064
	Iteration 144Q: 3 clusters Score -585680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -585688.687500 Penalty: 835.341064
	Iteration 145Q: 3 clusters Score -585688.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -585699.687500 Penalty: 835.341064
	Iteration 146Q: 3 clusters Score -585699.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -585710.375000 Penalty: 835.341064
	Iteration 147Q: 3 clusters Score -585710.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -585717.437500 Penalty: 835.341064
	Iteration 148Q: 3 clusters Score -585717.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -585727.750000 Penalty: 835.341064
	Iteration 149Q: 3 clusters Score -585727.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -585739.062500 Penalty: 835.341064
	Iteration 150Q: 3 clusters Score -585739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -585750.187500 Penalty: 835.341064
	Iteration 151Q: 3 clusters Score -585750.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -585757.250000 Penalty: 835.341064
	Iteration 152Q: 3 clusters Score -585757.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -585760.875000 Penalty: 835.341064
	Iteration 153Q: 3 clusters Score -585760.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -585762.437500 Penalty: 835.341064
	Iteration 154Q: 3 clusters Score -585762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -585766.000000 Penalty: 835.341064
	Iteration 155Q: 3 clusters Score -585766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -585767.625000 Penalty: 835.341064
	Iteration 156Q: 3 clusters Score -585767.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -585769.250000 Penalty: 835.341064
	Iteration 157Q: 3 clusters Score -585769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -585768.875000 Penalty: 835.341064
	Iteration 158Q: 3 clusters Score -585768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -585771.187500 Penalty: 835.341064
	Iteration 159Q: 3 clusters Score -585771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -585771.750000 Penalty: 835.341064
	Iteration 160F: 3 clusters Score -585771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -585772.812500 Penalty: 835.341064
	Iteration 161Q: 3 clusters Score -585772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -585771.875000 Penalty: 835.341064
	Iteration 162Q: 3 clusters Score -585771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -585772.625000 Penalty: 835.341064
	Iteration 163Q: 3 clusters Score -585772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -585773.562500 Penalty: 835.341064
	Iteration 164Q: 3 clusters Score -585773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -585773.000000 Penalty: 835.341064
	Iteration 165Q: 3 clusters Score -585773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -585772.750000 Penalty: 835.341064
	Iteration 166Q: 3 clusters Score -585772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -585773.312500 Penalty: 835.341064
	Iteration 167Q: 3 clusters Score -585773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -585774.437500 Penalty: 835.341064
	Iteration 168Q: 3 clusters Score -585774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -585775.500000 Penalty: 835.341064
	Iteration 169Q: 3 clusters Score -585775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -585775.437500 Penalty: 835.341064
	Iteration 170Q: 3 clusters Score -585775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -585775.375000 Penalty: 835.341064
	Iteration 171Q: 3 clusters Score -585775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -585775.312500 Penalty: 835.341064
	Iteration 172Q: 3 clusters Score -585775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -585775.500000 Penalty: 835.341064
	Iteration 173Q: 3 clusters Score -585775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -585775.500000 Penalty: 835.341064
	Iteration 174F: 3 clusters Score -585775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 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 132 members 
Entering Unmasked Estep 
Score: -16248.087891 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16248.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16366.125977 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16366.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16423.781250 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16423.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16458.007812 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -16458.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16474.181641 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16474.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16482.490234 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16482.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16483.156250 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16483.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16487.951172 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16487.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16489.154297 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16489.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16489.154297 Penalty: 516.584595
	Iteration 9F: 3 clusters Score -16489.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -137146.500000 Penalty: 358.162018
	Iteration 0F: 2 clusters Score -137146.5 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 1318 members 
Entering Unmasked Estep 
Score: -135304.656250 Penalty: 716.324036
	Iteration 0F: 3 clusters Score -135304.7 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -136151.140625 Penalty: 716.324036
	Iteration 1F: 3 clusters Score -136151.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -136356.343750 Penalty: 716.324036
	Iteration 2F: 3 clusters Score -136356.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -136502.953125 Penalty: 716.324036
	Iteration 3F: 3 clusters Score -136503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -136602.296875 Penalty: 716.324036
	Iteration 4F: 3 clusters Score -136602.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -136668.187500 Penalty: 716.324036
	Iteration 5Q: 3 clusters Score -136668.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -136720.828125 Penalty: 716.324036
	Iteration 6Q: 3 clusters Score -136720.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -136764.750000 Penalty: 716.324036
	Iteration 7Q: 3 clusters Score -136764.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -136807.703125 Penalty: 716.324036
	Iteration 8Q: 3 clusters Score -136807.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -136840.234375 Penalty: 716.324036
	Iteration 9Q: 3 clusters Score -136840.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -136869.046875 Penalty: 716.324036
	Iteration 10Q: 3 clusters Score -136869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -136892.640625 Penalty: 716.324036
	Iteration 11Q: 3 clusters Score -136892.6 nChanged 41
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: -136907.984375 Penalty: 716.324036
	Iteration 12Q: 3 clusters Score -136908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -136918.343750 Penalty: 716.324036
	Iteration 13Q: 3 clusters Score -136918.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136925.171875 Penalty: 716.324036
	Iteration 14Q: 3 clusters Score -136925.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -136929.562500 Penalty: 716.324036
	Iteration 15Q: 3 clusters Score -136929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136932.546875 Penalty: 716.324036
	Iteration 16Q: 3 clusters Score -136932.5 nChanged 12
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: -136934.640625 Penalty: 716.324036
	Iteration 17Q: 3 clusters Score -136934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -136935.937500 Penalty: 716.324036
	Iteration 18Q: 3 clusters Score -136935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136937.468750 Penalty: 716.324036
	Iteration 19Q: 3 clusters Score -136937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -136939.828125 Penalty: 716.324036
	Iteration 20F: 3 clusters Score -136939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -136941.875000 Penalty: 716.324036
	Iteration 21Q: 3 clusters Score -136941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -136942.921875 Penalty: 716.324036
	Iteration 22Q: 3 clusters Score -136942.9 nChanged 3
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: -136944.031250 Penalty: 716.324036
	Iteration 23Q: 3 clusters Score -136944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136943.937500 Penalty: 716.324036
	Iteration 24Q: 3 clusters Score -136943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136944.015625 Penalty: 716.324036
	Iteration 25Q: 3 clusters Score -136944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -136944.125000 Penalty: 716.324036
	Iteration 26Q: 3 clusters Score -136944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -136944.125000 Penalty: 716.324036
	Iteration 27F: 3 clusters Score -136944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -183585.796875 Penalty: 366.190796
	Iteration 0F: 2 clusters Score -183585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -181485.750000 Penalty: 732.381592
	Iteration 0F: 3 clusters Score -181485.8 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -182196.906250 Penalty: 732.381592
	Iteration 1F: 3 clusters Score -182196.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -182348.796875 Penalty: 732.381592
	Iteration 2F: 3 clusters Score -182348.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -182567.140625 Penalty: 732.381592
	Iteration 3F: 3 clusters Score -182567.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -182811.343750 Penalty: 732.381592
	Iteration 4F: 3 clusters Score -182811.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -183004.406250 Penalty: 732.381592
	Iteration 5F: 3 clusters Score -183004.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -183133.531250 Penalty: 732.381592
	Iteration 6Q: 3 clusters Score -183133.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -183253.546875 Penalty: 732.381592
	Iteration 7Q: 3 clusters Score -183253.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -183341.000000 Penalty: 732.381592
	Iteration 8Q: 3 clusters Score -183341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -183393.531250 Penalty: 732.381592
	Iteration 9Q: 3 clusters Score -183393.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -183408.265625 Penalty: 732.381592
	Iteration 10Q: 3 clusters Score -183408.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -183416.531250 Penalty: 732.381592
	Iteration 11Q: 3 clusters Score -183416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -183418.859375 Penalty: 732.381592
	Iteration 12Q: 3 clusters Score -183418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -183421.859375 Penalty: 732.381592
	Iteration 13Q: 3 clusters Score -183421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -183427.281250 Penalty: 732.381592
	Iteration 14Q: 3 clusters Score -183427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -183429.750000 Penalty: 732.381592
	Iteration 15Q: 3 clusters Score -183429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -183432.625000 Penalty: 732.381592
	Iteration 16Q: 3 clusters Score -183432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -183434.281250 Penalty: 732.381592
	Iteration 17Q: 3 clusters Score -183434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -183434.953125 Penalty: 732.381592
	Iteration 18Q: 3 clusters Score -183435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -183435.281250 Penalty: 732.381592
	Iteration 19Q: 3 clusters Score -183435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -183435.437500 Penalty: 732.381592
	Iteration 20F: 3 clusters Score -183435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9706.763672 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9706.764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9795.398438 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9795.398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9832.571289 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9832.571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9847.177734 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9847.178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9849.768555 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9849.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9849.768555 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -9849.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 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 286 members 
Entering Unmasked Estep 
Score: -34091.929688 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34091.93 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34298.558594 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34298.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34338.726562 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34338.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34365.445312 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -34365.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34403.605469 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34403.61 nChanged 29
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: -34481.484375 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34481.48 nChanged 18
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: -34508.929688 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34508.93 nChanged 14
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: -34520.828125 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34520.83 nChanged 10
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: -34531.972656 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34531.97 nChanged 9
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: -34539.675781 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34539.68 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: -34544.710938 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34544.71 nChanged 3
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: -34548.121094 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34548.12 nChanged 5
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: -34556.117188 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34556.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34570.261719 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34570.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34592.957031 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34592.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34599.972656 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -34599.97 nChanged 3
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: -34603.636719 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -34603.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34604.937500 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -34604.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34605.218750 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -34605.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34605.218750 Penalty: 579.035522
	Iteration 19F: 3 clusters Score -34605.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 138 members 
Entering Unmasked Estep 
Score: -58210300.000000 Penalty: 52866.046875
Splitting cluster 30 changes total score from -58211264.000000 to -58210300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4860.393555 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4860.394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4964.990723 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4964.991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4979.465820 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -4979.466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4987.555176 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -4987.555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4991.207031 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -4991.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4998.083984 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -4998.084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5000.282715 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -5000.283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5001.803711 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -5001.804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5003.994629 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -5003.995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5006.708496 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -5006.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5007.467285 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -5007.467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5010.325195 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -5010.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5011.735352 Penalty: 473.063202
	Iteration 12Q: 3 clusters Score -5011.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5015.421875 Penalty: 473.063202
	Iteration 13Q: 3 clusters Score -5015.422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5025.990723 Penalty: 473.063202
	Iteration 14Q: 3 clusters Score -5025.991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5033.967285 Penalty: 473.063202
	Iteration 15Q: 3 clusters Score -5033.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5034.931152 Penalty: 473.063202
	Iteration 16Q: 3 clusters Score -5034.931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5034.931152 Penalty: 473.063202
	Iteration 17F: 3 clusters Score -5034.931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 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 223 members 
Entering Unmasked Estep 
Score: -28985.564453 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -28985.56 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29098.931641 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29098.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29179.140625 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29179.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29246.132812 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -29246.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29291.072266 Penalty: 564.061584
	Iteration 4F: 3 clusters Score -29291.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29326.339844 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29326.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29343.808594 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29343.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29353.742188 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29353.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29359.250000 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29359.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29364.535156 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29364.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29365.750000 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29365.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29365.750000 Penalty: 564.061584
	Iteration 11F: 3 clusters Score -29365.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -48919.191406 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48919.19 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49117.511719 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49117.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49177.292969 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49177.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49240.828125 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49240.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49281.074219 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49281.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49322.914062 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -49322.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49357.093750 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49357.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49378.734375 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49378.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49390.707031 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49390.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49400.582031 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49400.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49411.652344 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49411.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49424.796875 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49435.144531 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49435.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49442.468750 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49442.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49444.660156 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49444.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49445.605469 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -49445.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49445.746094 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -49445.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49446.074219 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -49446.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49446.074219 Penalty: 605.762085
	Iteration 18F: 3 clusters Score -49446.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -355902.718750 Penalty: 396.205505
	Iteration 0F: 2 clusters Score -355902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -351878.625000 Penalty: 792.411011
	Iteration 0F: 3 clusters Score -351878.6 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -353388.625000 Penalty: 792.411011
	Iteration 1F: 3 clusters Score -353388.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -353567.687500 Penalty: 792.411011
	Iteration 2F: 3 clusters Score -353567.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -353848.906250 Penalty: 792.411011
	Iteration 3F: 3 clusters Score -353848.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -354263.812500 Penalty: 792.411011
	Iteration 4F: 3 clusters Score -354263.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -354775.718750 Penalty: 792.411011
	Iteration 5F: 3 clusters Score -354775.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -355171.125000 Penalty: 792.411011
	Iteration 6F: 3 clusters Score -355171.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -355413.437500 Penalty: 792.411011
	Iteration 7Q: 3 clusters Score -355413.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -355551.093750 Penalty: 792.411011
	Iteration 8Q: 3 clusters Score -355551.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -355628.343750 Penalty: 792.411011
	Iteration 9Q: 3 clusters Score -355628.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -355671.875000 Penalty: 792.411011
	Iteration 10Q: 3 clusters Score -355671.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -355703.250000 Penalty: 792.411011
	Iteration 11Q: 3 clusters Score -355703.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -355725.343750 Penalty: 792.411011
	Iteration 12Q: 3 clusters Score -355725.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -355738.500000 Penalty: 792.411011
	Iteration 13Q: 3 clusters Score -355738.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -355750.718750 Penalty: 792.411011
	Iteration 14Q: 3 clusters Score -355750.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -355756.093750 Penalty: 792.411011
	Iteration 15Q: 3 clusters Score -355756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -355759.937500 Penalty: 792.411011
	Iteration 16Q: 3 clusters Score -355759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -355763.562500 Penalty: 792.411011
	Iteration 17Q: 3 clusters Score -355763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -355770.031250 Penalty: 792.411011
	Iteration 18Q: 3 clusters Score -355770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -355775.562500 Penalty: 792.411011
	Iteration 19Q: 3 clusters Score -355775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -355781.468750 Penalty: 792.411011
	Iteration 20F: 3 clusters Score -355781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -355783.406250 Penalty: 792.411011
	Iteration 21Q: 3 clusters Score -355783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -355786.156250 Penalty: 792.411011
	Iteration 22Q: 3 clusters Score -355786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -355788.968750 Penalty: 792.411011
	Iteration 23Q: 3 clusters Score -355789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -355791.031250 Penalty: 792.411011
	Iteration 24Q: 3 clusters Score -355791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -355792.187500 Penalty: 792.411011
	Iteration 25Q: 3 clusters Score -355792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -355792.187500 Penalty: 792.411011
	Iteration 26F: 3 clusters Score -355792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50355.214844 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50355.21 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -50622.734375 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50622.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50694.414062 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50694.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50741.183594 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50741.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -50776.589844 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -50776.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -50791.144531 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50791.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -50802.757812 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50802.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -50818.039062 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50818.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -50833.097656 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -50847.066406 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50847.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50852.101562 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50854.671875 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50854.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -50860.085938 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50860.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50862.082031 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50862.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50863.097656 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50863.554688 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50863.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50864.382812 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50864.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50864.945312 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -50864.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50864.945312 Penalty: 615.303101
	Iteration 18F: 3 clusters Score -50864.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13303.217773 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13303.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13403.938477 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13403.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13432.453125 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13432.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13455.190430 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -13455.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13490.984375 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13490.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13494.044922 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13494.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13508.924805 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13508.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13520.867188 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13520.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13530.332031 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13530.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13552.857422 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -13552.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13556.052734 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -13556.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13562.041016 Penalty: 491.643646
	Iteration 11Q: 3 clusters Score -13562.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13563.947266 Penalty: 491.643646
	Iteration 12Q: 3 clusters Score -13563.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13563.947266 Penalty: 491.643646
	Iteration 13F: 3 clusters Score -13563.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -13302.073242 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -13302.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12971.302734 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -12971.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13083.893555 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -13083.89 nChanged 18
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: -13096.852539 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -13096.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13112.336914 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -13112.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13125.622070 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -13125.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13128.904297 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -13128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13135.048828 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -13135.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13141.767578 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -13141.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13148.274414 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -13148.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13154.212891 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -13154.21 nChanged 4
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: -13159.830078 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -13159.83 nChanged 3
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: -13161.744141 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -13161.74 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: -13162.059570 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -13162.06 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: -13162.059570 Penalty: 513.413574
	Iteration 13F: 3 clusters Score -13162.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11474.384766 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11474.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11581.523438 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11581.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11640.793945 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11640.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11790.269531 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11790.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11934.401367 Penalty: 502.088196
	Iteration 4F: 3 clusters Score -11934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11957.123047 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11957.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11978.442383 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11978.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12001.777344 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12001.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12029.094727 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12029.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12041.784180 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12041.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12042.702148 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -12042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12072.363281 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -12072.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12076.421875 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -12076.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12076.888672 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -12076.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12076.888672 Penalty: 502.088196
	Iteration 14F: 3 clusters Score -12076.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 64 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 185 members 
Entering Unmasked Estep 
Score: -58210496.000000 Penalty: 52866.046875
Splitting cluster 38 changes total score from -58211264.000000 to -58210496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10374.566406 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10374.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10542.193359 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10542.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10673.024414 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10673.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10715.466797 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10715.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10744.269531 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10744.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10769.604492 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10819.185547 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10819.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10827.274414 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10827.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10838.473633 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10838.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10848.918945 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10848.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10855.364258 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10855.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10855.364258 Penalty: 477.479187
	Iteration 11F: 3 clusters Score -10855.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 112 members 
Entering Unmasked Estep 
Score: -58210384.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58211264.000000 to -58210384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -41038.953125 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -41038.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40403.218750 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -40403.22 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40535.160156 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -40535.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40561.601562 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -40561.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40570.808594 Penalty: 597.695129
	Iteration 3Q: 3 clusters Score -40570.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40583.187500 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -40583.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40597.066406 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -40597.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40604.808594 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -40604.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40610.226562 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -40610.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40616.386719 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -40616.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40622.140625 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -40622.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40626.773438 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -40626.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40629.031250 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -40629.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40630.511719 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -40630.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40631.660156 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -40631.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40633.066406 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -40633.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40635.210938 Penalty: 597.695129
	Iteration 15Q: 3 clusters Score -40635.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40635.210938 Penalty: 597.695129
	Iteration 16F: 3 clusters Score -40635.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10070.584961 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10070.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10211.981445 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10211.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10251.203125 Penalty: 473.063202
	Iteration 2Q: 3 clusters Score -10251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10278.330078 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -10278.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10292.092773 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10292.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10298.984375 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10298.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10305.142578 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10305.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10310.669922 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10310.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10310.669922 Penalty: 473.063202
	Iteration 8F: 3 clusters Score -10310.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 91 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 90 members 
Entering Unmasked Estep 
Score: -58210208.000000 Penalty: 52866.046875
Splitting cluster 41 changes total score from -58211264.000000 to -58210208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35080.066406 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35080.07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35268.136719 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35268.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35357.035156 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35357.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35404.386719 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35404.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35469.328125 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35469.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35513.191406 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35513.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35523.937500 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35523.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35527.539062 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35527.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35529.738281 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35529.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35533.953125 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35533.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35538.429688 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35538.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35543.894531 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35543.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35550.054688 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35550.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35565.000000 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35599.394531 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35599.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35668.687500 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35668.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35679.804688 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35686.496094 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35695.410156 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35695.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35700.523438 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35700.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35704.140625 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35704.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35704.875000 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35704.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35705.312500 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35705.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35705.312500 Penalty: 581.511902
	Iteration 23F: 3 clusters Score -35705.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 291 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 305 members 
Entering Unmasked Estep 
Score: -58210340.000000 Penalty: 52866.046875
Splitting cluster 42 changes total score from -58211264.000000 to -58210340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9282.951172 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9282.951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9393.743164 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9393.743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9439.811523 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9439.812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9480.616211 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -9480.616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9495.012695 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9495.013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9495.012695 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -9495.013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10453.815430 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10453.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10531.283203 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10531.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10563.534180 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10563.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10590.446289 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10590.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10593.644531 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10593.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10596.484375 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10596.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10597.456055 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10597.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10597.456055 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -10597.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 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 409 members 
Entering Unmasked Estep 
Score: -44877.867188 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44877.87 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -45135.742188 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45135.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45223.921875 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45223.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45274.003906 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45332.808594 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -45332.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -45378.964844 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45378.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45403.199219 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45403.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45419.199219 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45430.015625 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45430.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45440.691406 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45440.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45443.773438 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45443.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45450.453125 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45450.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -45460.484375 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45460.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45463.664062 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45463.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45465.335938 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45465.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -45468.234375 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -45468.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -45471.121094 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -45471.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45472.257812 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -45472.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45473.121094 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -45473.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45473.121094 Penalty: 608.640259
	Iteration 19F: 3 clusters Score -45473.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14028.852539 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14028.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14118.989258 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14118.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14139.887695 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14139.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14146.235352 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14146.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14148.303711 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14151.830078 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14151.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14157.135742 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14157.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14158.075195 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14158.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14160.279297 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -14160.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14160.850586 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -14160.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14160.850586 Penalty: 500.614502
	Iteration 10F: 3 clusters Score -14160.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -295244.406250 Penalty: 386.520111
	Iteration 0F: 2 clusters Score -295244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -291966.437500 Penalty: 773.040222
	Iteration 0F: 3 clusters Score -291966.4 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -293413.562500 Penalty: 773.040222
	Iteration 1F: 3 clusters Score -293413.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -293728.781250 Penalty: 773.040222
	Iteration 2F: 3 clusters Score -293728.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -294082.781250 Penalty: 773.040222
	Iteration 3F: 3 clusters Score -294082.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -294493.468750 Penalty: 773.040222
	Iteration 4F: 3 clusters Score -294493.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294809.625000 Penalty: 773.040222
	Iteration 5F: 3 clusters Score -294809.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294965.625000 Penalty: 773.040222
	Iteration 6Q: 3 clusters Score -294965.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -295040.218750 Penalty: 773.040222
	Iteration 7Q: 3 clusters Score -295040.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -295081.218750 Penalty: 773.040222
	Iteration 8Q: 3 clusters Score -295081.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295098.031250 Penalty: 773.040222
	Iteration 9Q: 3 clusters Score -295098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -295106.281250 Penalty: 773.040222
	Iteration 10Q: 3 clusters Score -295106.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295115.093750 Penalty: 773.040222
	Iteration 11Q: 3 clusters Score -295115.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295121.062500 Penalty: 773.040222
	Iteration 12Q: 3 clusters Score -295121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -295124.343750 Penalty: 773.040222
	Iteration 13Q: 3 clusters Score -295124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -295126.125000 Penalty: 773.040222
	Iteration 14Q: 3 clusters Score -295126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295127.468750 Penalty: 773.040222
	Iteration 15Q: 3 clusters Score -295127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -295128.718750 Penalty: 773.040222
	Iteration 16Q: 3 clusters Score -295128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -295129.875000 Penalty: 773.040222
	Iteration 17Q: 3 clusters Score -295129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -295130.156250 Penalty: 773.040222
	Iteration 18Q: 3 clusters Score -295130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -295130.843750 Penalty: 773.040222
	Iteration 19Q: 3 clusters Score -295130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -295132.593750 Penalty: 773.040222
	Iteration 20F: 3 clusters Score -295132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295135.562500 Penalty: 773.040222
	Iteration 21Q: 3 clusters Score -295135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -295140.062500 Penalty: 773.040222
	Iteration 22Q: 3 clusters Score -295140.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295147.156250 Penalty: 773.040222
	Iteration 23Q: 3 clusters Score -295147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -295150.062500 Penalty: 773.040222
	Iteration 24Q: 3 clusters Score -295150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -295152.562500 Penalty: 773.040222
	Iteration 25Q: 3 clusters Score -295152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -295153.968750 Penalty: 773.040222
	Iteration 26Q: 3 clusters Score -295154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -295153.562500 Penalty: 773.040222
	Iteration 27Q: 3 clusters Score -295153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -295154.062500 Penalty: 773.040222
	Iteration 28Q: 3 clusters Score -295154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -295155.343750 Penalty: 773.040222
	Iteration 29Q: 3 clusters Score -295155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -295155.562500 Penalty: 773.040222
	Iteration 30Q: 3 clusters Score -295155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -295157.406250 Penalty: 773.040222
	Iteration 31Q: 3 clusters Score -295157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -295160.000000 Penalty: 773.040222
	Iteration 32Q: 3 clusters Score -295160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -295160.750000 Penalty: 773.040222
	Iteration 33Q: 3 clusters Score -295160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -295161.656250 Penalty: 773.040222
	Iteration 34Q: 3 clusters Score -295161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -295162.937500 Penalty: 773.040222
	Iteration 35Q: 3 clusters Score -295162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -295163.812500 Penalty: 773.040222
	Iteration 36Q: 3 clusters Score -295163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -295164.312500 Penalty: 773.040222
	Iteration 37Q: 3 clusters Score -295164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -295165.937500 Penalty: 773.040222
	Iteration 38Q: 3 clusters Score -295165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -295166.625000 Penalty: 773.040222
	Iteration 39Q: 3 clusters Score -295166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -295167.593750 Penalty: 773.040222
	Iteration 40F: 3 clusters Score -295167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -295167.531250 Penalty: 773.040222
	Iteration 41Q: 3 clusters Score -295167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -295167.812500 Penalty: 773.040222
	Iteration 42Q: 3 clusters Score -295167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -295168.875000 Penalty: 773.040222
	Iteration 43Q: 3 clusters Score -295168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295169.250000 Penalty: 773.040222
	Iteration 44Q: 3 clusters Score -295169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295169.250000 Penalty: 773.040222
	Iteration 45F: 3 clusters Score -295169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10407.916992 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10407.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10133.112305 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10133.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10268.370117 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10268.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10321.250000 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10321.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10336.492188 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -10336.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10361.931641 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10361.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10370.675781 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -10370.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10378.265625 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -10378.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10380.250977 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -10380.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10380.250977 Penalty: 483.948914
	Iteration 8F: 3 clusters Score -10380.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8077.395020 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8077.395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8192.512695 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8192.513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8293.500977 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8293.501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8435.208008 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -8435.208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8471.092773 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8471.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8478.265625 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8478.266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8484.808594 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8484.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8488.030273 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8488.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8488.030273 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -8488.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 106 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 51 members 
Entering Unmasked Estep 
Score: -58210380.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58211264.000000 to -58210380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (60065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Entering Unmasked Estep 
Score: -3608264.750000 Penalty: 500.644806
	Iteration 0F: 2 clusters Score -3608265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3567765.250000 Penalty: 1001.289612
	Iteration 0F: 3 clusters Score -3567765 nChanged 29230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3585443.750000 Penalty: 1001.289612
	Iteration 1F: 3 clusters Score -3585444 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3586688.000000 Penalty: 1001.289612
	Iteration 2Q: 3 clusters Score -3586688 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3588539.750000 Penalty: 1001.289612
	Iteration 3F: 3 clusters Score -3588540 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3591438.500000 Penalty: 1001.289612
	Iteration 4F: 3 clusters Score -3591438 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3594892.500000 Penalty: 1001.289612
	Iteration 5F: 3 clusters Score -3594892 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3597112.750000 Penalty: 1001.289612
	Iteration 6F: 3 clusters Score -3597113 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -3597848.250000 Penalty: 1001.289612
	Iteration 7Q: 3 clusters Score -3597848 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -3598168.750000 Penalty: 1001.289612
	Iteration 8Q: 3 clusters Score -3598169 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3598454.000000 Penalty: 1001.289612
	Iteration 9Q: 3 clusters Score -3598454 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3598755.750000 Penalty: 1001.289612
	Iteration 10Q: 3 clusters Score -3598756 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3599093.250000 Penalty: 1001.289612
	Iteration 11Q: 3 clusters Score -3599093 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3599445.250000 Penalty: 1001.289612
	Iteration 12Q: 3 clusters Score -3599445 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -3599817.750000 Penalty: 1001.289612
	Iteration 13Q: 3 clusters Score -3599818 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3600204.500000 Penalty: 1001.289612
	Iteration 14Q: 3 clusters Score -3600204 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -3600574.250000 Penalty: 1001.289612
	Iteration 15Q: 3 clusters Score -3600574 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3601019.000000 Penalty: 1001.289612
	Iteration 16Q: 3 clusters Score -3601019 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3601421.750000 Penalty: 1001.289612
	Iteration 17Q: 3 clusters Score -3601422 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3601743.500000 Penalty: 1001.289612
	Iteration 18Q: 3 clusters Score -3601744 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3602009.250000 Penalty: 1001.289612
	Iteration 19Q: 3 clusters Score -3602009 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -3602196.250000 Penalty: 1001.289612
	Iteration 20F: 3 clusters Score -3602196 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3602330.500000 Penalty: 1001.289612
	Iteration 21Q: 3 clusters Score -3602330 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -3602453.250000 Penalty: 1001.289612
	Iteration 22Q: 3 clusters Score -3602453 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -3602571.250000 Penalty: 1001.289612
	Iteration 23Q: 3 clusters Score -3602571 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3602640.500000 Penalty: 1001.289612
	Iteration 24Q: 3 clusters Score -3602640 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3602702.000000 Penalty: 1001.289612
	Iteration 25Q: 3 clusters Score -3602702 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -3602748.750000 Penalty: 1001.289612
	Iteration 26Q: 3 clusters Score -3602749 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3602800.000000 Penalty: 1001.289612
	Iteration 27Q: 3 clusters Score -3602800 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -3602823.250000 Penalty: 1001.289612
	Iteration 28Q: 3 clusters Score -3602823 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3602837.000000 Penalty: 1001.289612
	Iteration 29Q: 3 clusters Score -3602837 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -3602852.250000 Penalty: 1001.289612
	Iteration 30Q: 3 clusters Score -3602852 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -3602877.500000 Penalty: 1001.289612
	Iteration 31Q: 3 clusters Score -3602878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -3602878.750000 Penalty: 1001.289612
	Iteration 32Q: 3 clusters Score -3602879 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3602899.750000 Penalty: 1001.289612
	Iteration 33Q: 3 clusters Score -3602900 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3602906.750000 Penalty: 1001.289612
	Iteration 34Q: 3 clusters Score -3602907 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -3602920.750000 Penalty: 1001.289612
	Iteration 35Q: 3 clusters Score -3602921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -3602931.500000 Penalty: 1001.289612
	Iteration 36Q: 3 clusters Score -3602932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3602949.250000 Penalty: 1001.289612
	Iteration 37Q: 3 clusters Score -3602949 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3602951.750000 Penalty: 1001.289612
	Iteration 38Q: 3 clusters Score -3602952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3602977.000000 Penalty: 1001.289612
	Iteration 39Q: 3 clusters Score -3602977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3602977.750000 Penalty: 1001.289612
	Iteration 40F: 3 clusters Score -3602978 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -3603009.750000 Penalty: 1001.289612
	Iteration 41Q: 3 clusters Score -3603010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3603028.500000 Penalty: 1001.289612
	Iteration 42Q: 3 clusters Score -3603028 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3603075.000000 Penalty: 1001.289612
	Iteration 43Q: 3 clusters Score -3603075 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -3603090.250000 Penalty: 1001.289612
	Iteration 44Q: 3 clusters Score -3603090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3603143.000000 Penalty: 1001.289612
	Iteration 45Q: 3 clusters Score -3603143 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -3603184.000000 Penalty: 1001.289612
	Iteration 46Q: 3 clusters Score -3603184 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3603225.000000 Penalty: 1001.289612
	Iteration 47Q: 3 clusters Score -3603225 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3603276.750000 Penalty: 1001.289612
	Iteration 48Q: 3 clusters Score -3603277 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3603334.750000 Penalty: 1001.289612
	Iteration 49Q: 3 clusters Score -3603335 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3603381.750000 Penalty: 1001.289612
	Iteration 50Q: 3 clusters Score -3603382 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3603437.500000 Penalty: 1001.289612
	Iteration 51Q: 3 clusters Score -3603438 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3603475.500000 Penalty: 1001.289612
	Iteration 52Q: 3 clusters Score -3603476 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3603529.750000 Penalty: 1001.289612
	Iteration 53Q: 3 clusters Score -3603530 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3603575.750000 Penalty: 1001.289612
	Iteration 54Q: 3 clusters Score -3603576 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3603620.500000 Penalty: 1001.289612
	Iteration 55Q: 3 clusters Score -3603620 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3603657.000000 Penalty: 1001.289612
	Iteration 56Q: 3 clusters Score -3603657 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3603717.500000 Penalty: 1001.289612
	Iteration 57Q: 3 clusters Score -3603718 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3603771.250000 Penalty: 1001.289612
	Iteration 58Q: 3 clusters Score -3603771 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3603796.500000 Penalty: 1001.289612
	Iteration 59Q: 3 clusters Score -3603796 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3603868.750000 Penalty: 1001.289612
	Iteration 60F: 3 clusters Score -3603869 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3603920.500000 Penalty: 1001.289612
	Iteration 61Q: 3 clusters Score -3603920 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3603969.750000 Penalty: 1001.289612
	Iteration 62Q: 3 clusters Score -3603970 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3604045.500000 Penalty: 1001.289612
	Iteration 63Q: 3 clusters Score -3604046 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3604102.250000 Penalty: 1001.289612
	Iteration 64Q: 3 clusters Score -3604102 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3604154.750000 Penalty: 1001.289612
	Iteration 65Q: 3 clusters Score -3604155 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3604219.750000 Penalty: 1001.289612
	Iteration 66Q: 3 clusters Score -3604220 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3604250.000000 Penalty: 1001.289612
	Iteration 67Q: 3 clusters Score -3604250 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3604287.500000 Penalty: 1001.289612
	Iteration 68Q: 3 clusters Score -3604288 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3604347.000000 Penalty: 1001.289612
	Iteration 69Q: 3 clusters Score -3604347 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3604384.000000 Penalty: 1001.289612
	Iteration 70Q: 3 clusters Score -3604384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3604414.750000 Penalty: 1001.289612
	Iteration 71Q: 3 clusters Score -3604415 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3604434.000000 Penalty: 1001.289612
	Iteration 72Q: 3 clusters Score -3604434 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3604464.500000 Penalty: 1001.289612
	Iteration 73Q: 3 clusters Score -3604464 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3604496.000000 Penalty: 1001.289612
	Iteration 74Q: 3 clusters Score -3604496 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3604510.000000 Penalty: 1001.289612
	Iteration 75Q: 3 clusters Score -3604510 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3604535.500000 Penalty: 1001.289612
	Iteration 76Q: 3 clusters Score -3604536 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3604565.000000 Penalty: 1001.289612
	Iteration 77Q: 3 clusters Score -3604565 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3604599.000000 Penalty: 1001.289612
	Iteration 78Q: 3 clusters Score -3604599 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3604611.500000 Penalty: 1001.289612
	Iteration 79Q: 3 clusters Score -3604612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3604634.250000 Penalty: 1001.289612
	Iteration 80F: 3 clusters Score -3604634 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3604672.250000 Penalty: 1001.289612
	Iteration 81Q: 3 clusters Score -3604672 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3604676.000000 Penalty: 1001.289612
	Iteration 82Q: 3 clusters Score -3604676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3604698.500000 Penalty: 1001.289612
	Iteration 83Q: 3 clusters Score -3604698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3604697.000000 Penalty: 1001.289612
	Iteration 84Q: 3 clusters Score -3604697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3604715.500000 Penalty: 1001.289612
	Iteration 85Q: 3 clusters Score -3604716 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3604739.250000 Penalty: 1001.289612
	Iteration 86Q: 3 clusters Score -3604739 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3604749.250000 Penalty: 1001.289612
	Iteration 87Q: 3 clusters Score -3604749 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3604819 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3604850 nChanged 242
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Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3604874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3604916 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3604946 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3604964 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3604996 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3605043 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3605066 nChanged 229
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Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3605083 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3605110 nChanged 248
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Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3605146 nChanged 281
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Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3605165 nChanged 276
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Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3605190 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3605222 nChanged 319
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Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3605252 nChanged 341
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Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3605322 nChanged 339
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Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3605380 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3605420 nChanged 323
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Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3605473 nChanged 313
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Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3605498 nChanged 299
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Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3605522 nChanged 299
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Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3605558 nChanged 301
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Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3605606 nChanged 307
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Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3605630 nChanged 296
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Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3605656 nChanged 285
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Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3605704 nChanged 295
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Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3605746 nChanged 288
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Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3605775 nChanged 296
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Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3605836 nChanged 319
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Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3605872 nChanged 340
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Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3605912 nChanged 348
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Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3605985 nChanged 332
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Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3606034 nChanged 357
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Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3606096 nChanged 339
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Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3606140 nChanged 298
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Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3606177 nChanged 334
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Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3606227 nChanged 360
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Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3606268 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3606330 nChanged 341
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Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3606397 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3606452 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3606499 nChanged 325
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Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3606564 nChanged 334
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Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3606648 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3606717 nChanged 327
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Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3606771 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3606817 nChanged 328
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Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3606894 nChanged 328
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Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3606968 nChanged 299
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Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3607026 nChanged 290
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Mstep: Class 1 contains 56143 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3607094 nChanged 259
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Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 3663 members 
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	Iteration 141Q: 3 clusters Score -3607152 nChanged 243
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Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 3420 members 
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	Iteration 142Q: 3 clusters Score -3607206 nChanged 238
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Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3607244 nChanged 215
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Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3607275 nChanged 201
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Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 2766 members 
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	Iteration 145Q: 3 clusters Score -3607317 nChanged 187
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Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3607349 nChanged 191
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Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3607386 nChanged 178
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Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 2212 members 
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	Iteration 148Q: 3 clusters Score -3607430 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3607458 nChanged 162
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Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3607494.500000 Penalty: 1001.289612
	Iteration 150Q: 3 clusters Score -3607494 nChanged 157
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Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 1727 members 
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	Iteration 151Q: 3 clusters Score -3607527 nChanged 146
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Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 1583 members 
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	Iteration 152Q: 3 clusters Score -3607568 nChanged 126
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Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3607584 nChanged 118
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Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 1339 members 
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	Iteration 154Q: 3 clusters Score -3607622 nChanged 114
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Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3607650 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3607680 nChanged 91
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Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3607710 nChanged 72
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Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3607727 nChanged 63
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Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 932 members 
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	Iteration 159Q: 3 clusters Score -3607739 nChanged 54
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Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3607745.500000 Penalty: 1001.289612
	Iteration 160F: 3 clusters Score -3607746 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3607766 nChanged 48
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Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 792 members 
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	Iteration 162Q: 3 clusters Score -3607778 nChanged 47
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Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 755 members 
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	Iteration 163Q: 3 clusters Score -3607800 nChanged 39
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Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 720 members 
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	Iteration 164Q: 3 clusters Score -3607818 nChanged 33
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Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 691 members 
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	Iteration 165Q: 3 clusters Score -3607829 nChanged 29
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Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3607835 nChanged 23
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Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 651 members 
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	Iteration 167Q: 3 clusters Score -3607847 nChanged 24
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Mstep: Class 1 contains 59434 members 
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	Iteration 168Q: 3 clusters Score -3607844 nChanged 18
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Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3607844 nChanged 19
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Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3607847 nChanged 15
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3607845 nChanged 13
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Mstep: Class 1 contains 59467 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3607848 nChanged 12
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3607859 nChanged 15
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	Iteration 174Q: 3 clusters Score -3607859 nChanged 8
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Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3607861.250000 Penalty: 1001.289612
	Iteration 175Q: 3 clusters Score -3607861 nChanged 7
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3607865 nChanged 9
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Mstep: Class 1 contains 59492 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3607864 nChanged 14
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Mstep: Class 1 contains 59502 members 
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Entering Unmasked Estep 
Score: -3607870.500000 Penalty: 1001.289612
	Iteration 178Q: 3 clusters Score -3607870 nChanged 18
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Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3607879.250000 Penalty: 1001.289612
	Iteration 179Q: 3 clusters Score -3607879 nChanged 19
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Mstep: Class 1 contains 59531 members 
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Entering Unmasked Estep 
Score: -3607882.500000 Penalty: 1001.289612
	Iteration 180F: 3 clusters Score -3607882 nChanged 19
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Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3607885.250000 Penalty: 1001.289612
	Iteration 181Q: 3 clusters Score -3607885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3607890.000000 Penalty: 1001.289612
	Iteration 182Q: 3 clusters Score -3607890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3607896.250000 Penalty: 1001.289612
	Iteration 183Q: 3 clusters Score -3607896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3607900.250000 Penalty: 1001.289612
	Iteration 184Q: 3 clusters Score -3607900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3607905.750000 Penalty: 1001.289612
	Iteration 185Q: 3 clusters Score -3607906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3607906.000000 Penalty: 1001.289612
	Iteration 186Q: 3 clusters Score -3607906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3607914.250000 Penalty: 1001.289612
	Iteration 187Q: 3 clusters Score -3607914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3607918.500000 Penalty: 1001.289612
	Iteration 188Q: 3 clusters Score -3607918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3607918.750000 Penalty: 1001.289612
	Iteration 189Q: 3 clusters Score -3607919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3607924.000000 Penalty: 1001.289612
	Iteration 190Q: 3 clusters Score -3607924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3607926.250000 Penalty: 1001.289612
	Iteration 191Q: 3 clusters Score -3607926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3607929.000000 Penalty: 1001.289612
	Iteration 192Q: 3 clusters Score -3607929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3607927.000000 Penalty: 1001.289612
	Iteration 193Q: 3 clusters Score -3607927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3607926.250000 Penalty: 1001.289612
	Iteration 194Q: 3 clusters Score -3607926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3607929.250000 Penalty: 1001.289612
	Iteration 195Q: 3 clusters Score -3607929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3607930.750000 Penalty: 1001.289612
	Iteration 196Q: 3 clusters Score -3607931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3607933.750000 Penalty: 1001.289612
	Iteration 197Q: 3 clusters Score -3607934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3607933.750000 Penalty: 1001.289612
	Iteration 198Q: 3 clusters Score -3607934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3607936.750000 Penalty: 1001.289612
	Iteration 199Q: 3 clusters Score -3607937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3607937.000000 Penalty: 1001.289612
	Iteration 200F: 3 clusters Score -3607937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3607937.250000 Penalty: 1001.289612
	Iteration 201Q: 3 clusters Score -3607937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3607940.000000 Penalty: 1001.289612
	Iteration 202Q: 3 clusters Score -3607940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3607942.250000 Penalty: 1001.289612
	Iteration 203Q: 3 clusters Score -3607942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3607940.750000 Penalty: 1001.289612
	Iteration 204Q: 3 clusters Score -3607941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3607938.750000 Penalty: 1001.289612
	Iteration 205Q: 3 clusters Score -3607939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3607938.500000 Penalty: 1001.289612
	Iteration 206Q: 3 clusters Score -3607938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3607940.000000 Penalty: 1001.289612
	Iteration 207Q: 3 clusters Score -3607940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3607940.000000 Penalty: 1001.289612
	Iteration 208F: 3 clusters Score -3607940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15600.993164 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15600.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15679.491211 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15679.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15718.063477 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15718.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15729.813477 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15729.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15734.981445 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15734.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15740.879883 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15740.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15744.710938 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15744.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15749.700195 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15755.114258 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15755.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15757.625000 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15757.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15761.235352 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15761.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15761.235352 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -15761.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10943.158203 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10943.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11043.032227 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11043.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11054.628906 Penalty: 495.260010
	Iteration 2Q: 3 clusters Score -11054.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11064.597656 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11073.376953 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11073.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11076.829102 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11076.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11080.792969 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11080.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11085.278320 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11085.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11088.490234 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11088.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11096.407227 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11096.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11106.964844 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11106.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11111.522461 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -11111.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11118.074219 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -11118.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11119.853516 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -11119.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11125.214844 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -11125.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11128.066406 Penalty: 495.260010
	Iteration 15F: 3 clusters Score -11128.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11136.186523 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -11136.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11136.818359 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -11136.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11136.949219 Penalty: 495.260010
	Iteration 18Q: 3 clusters Score -11136.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11137.439453 Penalty: 495.260010
	Iteration 19Q: 3 clusters Score -11137.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11137.616211 Penalty: 495.260010
	Iteration 20F: 3 clusters Score -11137.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11137.993164 Penalty: 495.260010
	Iteration 21Q: 3 clusters Score -11137.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11138.254883 Penalty: 495.260010
	Iteration 22Q: 3 clusters Score -11138.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11138.254883 Penalty: 495.260010
	Iteration 23F: 3 clusters Score -11138.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11221.303711 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11221.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11304.923828 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11304.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11349.687500 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11349.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11390.145508 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -11390.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11399.422852 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11399.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11402.649414 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11402.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11408.268555 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11408.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11410.894531 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -11410.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11412.151367 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -11412.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11414.546875 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -11414.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11414.546875 Penalty: 478.904785
	Iteration 10F: 3 clusters Score -11414.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 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 142 members 
Entering Unmasked Estep 
Score: -9792.425781 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9792.426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9936.491211 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9936.491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9991.504883 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9991.505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10011.514648 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -10011.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10028.049805 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -10028.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10033.396484 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -10033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10044.996094 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -10045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10050.823242 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -10050.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10054.397461 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10054.397461 Penalty: 517.822693
	Iteration 9F: 3 clusters Score -10054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18385.087891 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18385.09 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18470.494141 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18470.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18509.414062 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18509.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18531.630859 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -18531.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18550.476562 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18550.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18579.003906 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18608.900391 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18608.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18636.728516 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18636.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18647.519531 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -18647.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18650.646484 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -18650.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18652.027344 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -18652.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18652.027344 Penalty: 524.632385
	Iteration 11F: 3 clusters Score -18652.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 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 308 members 
Entering Unmasked Estep 
Score: -37141.546875 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37141.55 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37327.976562 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37327.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37406.132812 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37406.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37442.589844 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37442.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37472.093750 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -37472.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37484.617188 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37484.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37494.511719 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37494.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37499.867188 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37499.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37506.437500 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37506.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37516.214844 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37516.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37533.785156 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37533.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37540.640625 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37540.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37545.523438 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -37545.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37549.105469 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -37549.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37551.937500 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -37551.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37554.902344 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -37554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37557.480469 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -37557.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37559.253906 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -37559.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37560.300781 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -37560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37561.226562 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -37561.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37562.507812 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -37562.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37564.519531 Penalty: 581.816772
	Iteration 21Q: 3 clusters Score -37564.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37566.613281 Penalty: 581.816772
	Iteration 22Q: 3 clusters Score -37566.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37568.222656 Penalty: 581.816772
	Iteration 23Q: 3 clusters Score -37568.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37569.625000 Penalty: 581.816772
	Iteration 24Q: 3 clusters Score -37569.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37570.750000 Penalty: 581.816772
	Iteration 25Q: 3 clusters Score -37570.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37571.261719 Penalty: 581.816772
	Iteration 26Q: 3 clusters Score -37571.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37573.062500 Penalty: 581.816772
	Iteration 27Q: 3 clusters Score -37573.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37574.683594 Penalty: 581.816772
	Iteration 28Q: 3 clusters Score -37574.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37575.007812 Penalty: 581.816772
	Iteration 29Q: 3 clusters Score -37575.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37576.289062 Penalty: 581.816772
	Iteration 30Q: 3 clusters Score -37576.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37578.089844 Penalty: 581.816772
	Iteration 31Q: 3 clusters Score -37578.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37584.707031 Penalty: 581.816772
	Iteration 32Q: 3 clusters Score -37584.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37596.152344 Penalty: 581.816772
	Iteration 33Q: 3 clusters Score -37596.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37602.312500 Penalty: 581.816772
	Iteration 34Q: 3 clusters Score -37602.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37603.480469 Penalty: 581.816772
	Iteration 35Q: 3 clusters Score -37603.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37603.480469 Penalty: 581.816772
	Iteration 36F: 3 clusters Score -37603.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 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 1040 members 
Entering Unmasked Estep 
Score: -121561.304688 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121561.3 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -122088.421875 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122088.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122173.929688 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122173.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -122226.835938 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122226.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -122277.890625 Penalty: 693.439575
	Iteration 4Q: 3 clusters Score -122277.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -122310.218750 Penalty: 693.439575
	Iteration 5Q: 3 clusters Score -122310.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -122343.265625 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122343.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -122386.195312 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122386.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -122441.914062 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122441.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -122517.437500 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122517.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -122583.539062 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122583.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -122635.093750 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122635.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -122673.781250 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122673.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -122699.406250 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -122714.851562 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122714.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122725.156250 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122737.429688 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122737.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -122746.132812 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -122750.617188 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122750.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -122754.765625 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -122757.851562 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122757.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -122762.695312 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -122769.695312 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -122773.031250 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -122775.203125 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -122779.023438 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -122780.820312 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -122780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -122782.085938 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -122782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -122782.210938 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -122782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -122782.617188 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -122782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -122784.171875 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -122784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -122785.242188 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -122785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -122787.109375 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -122787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -122788.281250 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -122788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -122788.742188 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -122788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -122788.953125 Penalty: 693.439575
	Iteration 35Q: 3 clusters Score -122789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -122788.953125 Penalty: 693.439575
	Iteration 36F: 3 clusters Score -122789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70378.054688 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70378.05 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70675.609375 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70675.61 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -70784.476562 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70784.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -70916.726562 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70916.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -71043.890625 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -71043.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71132.320312 Penalty: 642.503357
	Iteration 5F: 3 clusters Score -71132.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71174.156250 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71174.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -71201.328125 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71201.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -71229.289062 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71229.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71257.398438 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71257.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -71275.164062 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71275.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71306.125000 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71306.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71342.757812 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71342.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -71365.179688 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71365.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71392.265625 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71392.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -71415.171875 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71415.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71420.265625 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71420.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71426.804688 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71436.148438 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71436.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -71441.875000 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -71441.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -71444.898438 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -71444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -71448.546875 Penalty: 642.503357
	Iteration 21Q: 3 clusters Score -71448.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -71449.265625 Penalty: 642.503357
	Iteration 22Q: 3 clusters Score -71449.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71449.750000 Penalty: 642.503357
	Iteration 23Q: 3 clusters Score -71449.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71451.242188 Penalty: 642.503357
	Iteration 24Q: 3 clusters Score -71451.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71451.343750 Penalty: 642.503357
	Iteration 25Q: 3 clusters Score -71451.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71451.343750 Penalty: 642.503357
	Iteration 26F: 3 clusters Score -71451.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 655 members 
Entering Unmasked Estep 
Score: -58210388.000000 Penalty: 52866.046875
Splitting cluster 58 changes total score from -58211264.000000 to -58210388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28249.757812 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28249.76 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28350.705078 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28350.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28375.728516 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28375.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28391.101562 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28405.796875 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28428.154297 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28428.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28447.896484 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28461.345703 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28461.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28473.332031 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28473.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28486.525391 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28486.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28493.468750 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28493.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28499.335938 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28499.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28504.148438 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28504.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28513.085938 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28513.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28521.308594 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28521.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28522.996094 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28525.906250 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28525.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28527.917969 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28527.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28528.736328 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28528.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28529.042969 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28529.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28529.042969 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28529.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9067.348633 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9067.349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9380.006836 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9380.007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9457.836914 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9457.837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9524.303711 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9524.304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9568.071289 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9568.071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9583.710938 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9583.711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9600.060547 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9600.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9629.653320 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9629.653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9651.558594 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9651.559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9667.166016 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9667.166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9697.254883 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -9697.255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9702.476562 Penalty: 485.715973
	Iteration 11Q: 3 clusters Score -9702.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9708.848633 Penalty: 485.715973
	Iteration 12Q: 3 clusters Score -9708.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9708.848633 Penalty: 485.715973
	Iteration 13F: 3 clusters Score -9708.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 94 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 114 members 
Entering Unmasked Estep 
Score: -58210652.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58211264.000000 to -58210652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 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 166 members 
Entering Unmasked Estep 
Score: -17033.580078 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17033.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17173.080078 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17173.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17263.867188 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17263.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17360.337891 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -17360.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17420.232422 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17420.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17477.248047 Penalty: 526.047668
	Iteration 5F: 3 clusters Score -17477.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17498.796875 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17509.384766 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17509.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17534.625000 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17534.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17549.025391 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17549.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17561.281250 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17561.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17565.523438 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17565.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17570.177734 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -17570.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17588.587891 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -17588.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17595.738281 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -17595.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17595.738281 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -17595.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 171 members 
Entering Unmasked Estep 
Score: -58210440.000000 Penalty: 52866.046875
Splitting cluster 61 changes total score from -58211264.000000 to -58210440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21946.160156 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21946.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22087.283203 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22087.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22165.152344 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22165.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22208.042969 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -22208.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22238.476562 Penalty: 526.886414
	Iteration 4F: 3 clusters Score -22238.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22264.271484 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22264.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -22280.511719 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22280.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -22290.142578 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22290.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -22294.406250 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22294.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -22298.210938 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22298.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -22306.050781 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -22306.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -22307.417969 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -22307.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22308.023438 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -22308.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22308.023438 Penalty: 526.886414
	Iteration 13F: 3 clusters Score -22308.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25140.416016 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25140.42 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25351.074219 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25351.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25400.320312 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25400.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25432.847656 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -25432.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25460.972656 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25460.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25499.763672 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25499.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25530.880859 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25530.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25554.917969 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25554.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25563.828125 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25563.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25566.373047 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25566.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25573.453125 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25573.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25578.445312 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25578.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25579.078125 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25579.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25579.591797 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25579.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25579.916016 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25579.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25579.916016 Penalty: 552.647095
	Iteration 15F: 3 clusters Score -25579.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 141 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 293 members 
Entering Unmasked Estep 
Score: -58210300.000000 Penalty: 52866.046875
Splitting cluster 63 changes total score from -58211264.000000 to -58210300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (115002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Entering Unmasked Estep 
Score: -6959109.000000 Penalty: 530.198059
	Iteration 0F: 2 clusters Score -6959109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6882634.500000 Penalty: 1060.396118
	Iteration 0F: 3 clusters Score -6882634 nChanged 56233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6916708.500000 Penalty: 1060.396118
	Iteration 1F: 3 clusters Score -6916708 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6917693.500000 Penalty: 1060.396118
	Iteration 2Q: 3 clusters Score -6917694 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -6919296.000000 Penalty: 1060.396118
	Iteration 3Q: 3 clusters Score -6919296 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6921935.000000 Penalty: 1060.396118
	Iteration 4Q: 3 clusters Score -6921935 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6926359.000000 Penalty: 1060.396118
	Iteration 5F: 3 clusters Score -6926359 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6932532.000000 Penalty: 1060.396118
	Iteration 6F: 3 clusters Score -6932532 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -6937559.000000 Penalty: 1060.396118
	Iteration 7F: 3 clusters Score -6937559 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -6939851.500000 Penalty: 1060.396118
	Iteration 8Q: 3 clusters Score -6939852 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -6940841.000000 Penalty: 1060.396118
	Iteration 9Q: 3 clusters Score -6940841 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6941605.000000 Penalty: 1060.396118
	Iteration 10Q: 3 clusters Score -6941605 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6942429.500000 Penalty: 1060.396118
	Iteration 11Q: 3 clusters Score -6942430 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6943374.000000 Penalty: 1060.396118
	Iteration 12Q: 3 clusters Score -6943374 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6944563.000000 Penalty: 1060.396118
	Iteration 13Q: 3 clusters Score -6944563 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -6945969.000000 Penalty: 1060.396118
	Iteration 14Q: 3 clusters Score -6945969 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -6947474.000000 Penalty: 1060.396118
	Iteration 15Q: 3 clusters Score -6947474 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -6949168.000000 Penalty: 1060.396118
	Iteration 16Q: 3 clusters Score -6949168 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -6950873.500000 Penalty: 1060.396118
	Iteration 17Q: 3 clusters Score -6950874 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -6952535.000000 Penalty: 1060.396118
	Iteration 18Q: 3 clusters Score -6952535 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6954041.000000 Penalty: 1060.396118
	Iteration 19Q: 3 clusters Score -6954041 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6955223.000000 Penalty: 1060.396118
	Iteration 20F: 3 clusters Score -6955223 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6956240.000000 Penalty: 1060.396118
	Iteration 21Q: 3 clusters Score -6956240 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6957045.500000 Penalty: 1060.396118
	Iteration 22Q: 3 clusters Score -6957046 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6957634.500000 Penalty: 1060.396118
	Iteration 23Q: 3 clusters Score -6957634 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6957992.000000 Penalty: 1060.396118
	Iteration 24Q: 3 clusters Score -6957992 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6958267.000000 Penalty: 1060.396118
	Iteration 25Q: 3 clusters Score -6958267 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6958371.000000 Penalty: 1060.396118
	Iteration 26Q: 3 clusters Score -6958371 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6958454.000000 Penalty: 1060.396118
	Iteration 27Q: 3 clusters Score -6958454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6958495.000000 Penalty: 1060.396118
	Iteration 28Q: 3 clusters Score -6958495 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6958545.500000 Penalty: 1060.396118
	Iteration 29Q: 3 clusters Score -6958546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6958591.000000 Penalty: 1060.396118
	Iteration 30Q: 3 clusters Score -6958591 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6958623.500000 Penalty: 1060.396118
	Iteration 31Q: 3 clusters Score -6958624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6958640.000000 Penalty: 1060.396118
	Iteration 32Q: 3 clusters Score -6958640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6958656.000000 Penalty: 1060.396118
	Iteration 33Q: 3 clusters Score -6958656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6958673.000000 Penalty: 1060.396118
	Iteration 34Q: 3 clusters Score -6958673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114797 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6958679.500000 Penalty: 1060.396118
	Iteration 35Q: 3 clusters Score -6958680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114812 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6958692.000000 Penalty: 1060.396118
	Iteration 36Q: 3 clusters Score -6958692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6958695.500000 Penalty: 1060.396118
	Iteration 37Q: 3 clusters Score -6958696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6958696.000000 Penalty: 1060.396118
	Iteration 38Q: 3 clusters Score -6958696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6958700.000000 Penalty: 1060.396118
	Iteration 39Q: 3 clusters Score -6958700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6958708.000000 Penalty: 1060.396118
	Iteration 40F: 3 clusters Score -6958708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6958708.500000 Penalty: 1060.396118
	Iteration 41Q: 3 clusters Score -6958708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6958707.000000 Penalty: 1060.396118
	Iteration 42Q: 3 clusters Score -6958707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6958709.000000 Penalty: 1060.396118
	Iteration 43Q: 3 clusters Score -6958709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6958709.000000 Penalty: 1060.396118
	Iteration 44Q: 3 clusters Score -6958709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6958709.000000 Penalty: 1060.396118
	Iteration 45Q: 3 clusters Score -6958709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6958709.000000 Penalty: 1060.396118
	Iteration 46F: 3 clusters Score -6958709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8392.828125 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8392.828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8438.125977 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8438.126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8492.600586 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8492.601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8513.381836 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8513.382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8536.167969 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8536.168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8538.917969 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8538.918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8541.070312 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8541.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8548.998047 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8548.998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8553.756836 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -8553.757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8558.401367 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -8558.401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8570.839844 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -8570.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8572.470703 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -8572.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8573.835938 Penalty: 452.882751
	Iteration 12Q: 3 clusters Score -8573.836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8573.835938 Penalty: 452.882751
	Iteration 13F: 3 clusters Score -8573.836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24519.191406 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24519.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24649.072266 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24649.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24686.892578 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24686.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24708.250000 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -24708.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24721.236328 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24721.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24733.347656 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24733.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24739.466797 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24739.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24743.037109 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24743.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24747.031250 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24747.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24750.234375 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24750.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24755.126953 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24755.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24762.169922 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24762.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24763.878906 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24763.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24766.585938 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24766.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24768.451172 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24768.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24769.269531 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24769.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24770.765625 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -24770.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24772.746094 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -24772.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24777.669922 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -24777.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24777.949219 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -24777.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24777.949219 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -24777.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12881.092773 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12881.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12930.196289 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12930.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12971.766602 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12971.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12983.908203 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -12983.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12989.454102 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -12989.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12999.771484 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -12999.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13002.065430 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13002.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13002.065430 Penalty: 487.019104
	Iteration 7F: 3 clusters Score -13002.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11124.625000 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11124.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11181.687500 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11181.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11206.123047 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11206.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11217.895508 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11222.464844 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11222.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11223.232422 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11223.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11224.065430 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11224.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11224.065430 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -11224.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6622.904785 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6622.905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6716.190918 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6716.191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6759.959473 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6759.959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6797.594727 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6797.595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6831.693359 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -6831.693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6850.213379 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6850.213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6865.007812 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6865.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6871.187012 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6871.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6871.187012 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -6871.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 87 members 
Entering Unmasked Estep 
Score: -58210244.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58211264.000000 to -58210244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10894.206055 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10894.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10968.297852 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11022.563477 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11022.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11044.432617 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -11044.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11051.259766 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11051.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11062.061523 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11062.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11065.526367 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11065.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11066.662109 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -11066.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11067.322266 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -11067.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11072.416992 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -11072.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11072.416992 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -11072.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13117.580078 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13117.58 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13254.593750 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13254.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13317.515625 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13317.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13349.336914 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13349.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13376.913086 Penalty: 492.052612
	Iteration 4F: 3 clusters Score -13376.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13398.110352 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13398.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13423.944336 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13423.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13428.570312 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13428.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13428.570312 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -13428.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14159.230469 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14159.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14264.014648 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14264.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14314.497070 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14360.931641 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -14360.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14395.194336 Penalty: 506.022034
	Iteration 4F: 3 clusters Score -14395.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14404.211914 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14404.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14411.390625 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14411.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14412.559570 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -14412.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14415.657227 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -14415.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14425.027344 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -14425.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14427.387695 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -14427.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14430.502930 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -14430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14438.638672 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -14438.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14447.305664 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -14447.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14451.412109 Penalty: 506.022034
	Iteration 14Q: 3 clusters Score -14451.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14452.527344 Penalty: 506.022034
	Iteration 15Q: 3 clusters Score -14452.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14452.527344 Penalty: 506.022034
	Iteration 16F: 3 clusters Score -14452.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6098.678711 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6098.679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6133.079590 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6133.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6144.920410 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6144.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6160.878418 Penalty: 428.567261
	Iteration 3F: 3 clusters Score -6160.878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6165.683594 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6165.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6170.468750 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6170.469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6179.618652 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6179.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6191.562988 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -6191.563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6201.617676 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -6201.618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6204.451660 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -6204.452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6204.451660 Penalty: 428.567261
	Iteration 10F: 3 clusters Score -6204.452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8163.590820 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8163.591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8276.677734 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8276.678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8309.702148 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8309.702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8319.156250 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8319.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8322.735352 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8322.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8329.583984 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8329.584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8336.019531 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8336.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8338.312500 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8338.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8341.147461 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8341.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8358.673828 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -8358.674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8367.815430 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -8367.815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8370.095703 Penalty: 461.840820
	Iteration 11Q: 3 clusters Score -8370.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8371.437500 Penalty: 461.840820
	Iteration 12Q: 3 clusters Score -8371.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8372.280273 Penalty: 461.840820
	Iteration 13Q: 3 clusters Score -8372.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8372.280273 Penalty: 461.840820
	Iteration 14F: 3 clusters Score -8372.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11085.459961 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11085.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11140.224609 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11140.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11183.054688 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11183.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11221.813477 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -11221.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11247.872070 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11247.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11275.125977 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11275.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11313.340820 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -11313.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11328.487305 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -11328.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11329.363281 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -11329.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11329.363281 Penalty: 476.030884
	Iteration 9F: 3 clusters Score -11329.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23877.595703 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23877.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24034.951172 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24034.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24100.978516 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24100.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24161.476562 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -24161.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24192.515625 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -24192.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24217.416016 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24217.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24239.615234 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24239.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24270.023438 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24270.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24286.087891 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24286.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24309.539062 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24309.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24322.638672 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24322.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24332.253906 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24332.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24339.166016 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24339.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24343.320312 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24343.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24347.058594 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24347.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24351.919922 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -24351.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24354.302734 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -24354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24355.607422 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -24355.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24359.166016 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -24359.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24365.972656 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -24365.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24368.792969 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -24368.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24372.636719 Penalty: 549.446228
	Iteration 21Q: 3 clusters Score -24372.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24376.978516 Penalty: 549.446228
	Iteration 22Q: 3 clusters Score -24376.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24391.101562 Penalty: 549.446228
	Iteration 23Q: 3 clusters Score -24391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24394.097656 Penalty: 549.446228
	Iteration 24Q: 3 clusters Score -24394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24394.097656 Penalty: 549.446228
	Iteration 25F: 3 clusters Score -24394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 254 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 165 members 
Entering Unmasked Estep 
Score: -58210364.000000 Penalty: 52866.046875
Splitting cluster 76 changes total score from -58211264.000000 to -58210364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23248.888672 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23248.89 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23344.693359 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23344.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23391.085938 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23391.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23427.078125 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23427.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23455.078125 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23455.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23480.832031 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23480.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23500.660156 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23500.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23509.814453 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23509.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23522.271484 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23522.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23535.605469 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23535.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23538.275391 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23538.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23538.753906 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23538.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23538.753906 Penalty: 542.919373
	Iteration 12F: 3 clusters Score -23538.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12373.127930 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12373.13 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12475.648438 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12475.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12505.735352 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12505.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12520.145508 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12520.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12524.511719 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12524.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12524.939453 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12524.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12531.718750 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12531.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12532.894531 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -12532.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12532.894531 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -12532.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4442.375000 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4442.375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4500.231934 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4500.232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4513.770508 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -4513.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4516.557129 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4516.557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4519.355469 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -4519.355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4522.521973 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -4522.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4522.521973 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -4522.522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8738.252930 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8738.253 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8872.516602 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8872.517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8925.549805 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8925.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8946.900391 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -8946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8953.929688 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8953.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8964.060547 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8964.061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8966.649414 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8966.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8971.273438 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8971.273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8971.632812 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -8971.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8971.632812 Penalty: 493.268707
	Iteration 9F: 3 clusters Score -8971.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5922.865723 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5922.866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5978.749512 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5978.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6031.535156 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -6031.535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6043.299316 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6043.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6046.520020 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6046.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6052.350098 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -6052.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6068.621582 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -6068.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6072.853516 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -6072.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6090.594238 Penalty: 422.639587
	Iteration 8Q: 3 clusters Score -6090.594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6097.373535 Penalty: 422.639587
	Iteration 9Q: 3 clusters Score -6097.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6097.373535 Penalty: 422.639587
	Iteration 10F: 3 clusters Score -6097.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 37 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 67 members 
Entering Unmasked Estep 
Score: -58210184.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58211264.000000 to -58210184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14151.666016 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14151.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14238.572266 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14238.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14304.279297 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14304.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14342.173828 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -14342.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14370.276367 Penalty: 499.493347
	Iteration 4F: 3 clusters Score -14370.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14384.342773 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14384.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14396.101562 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14402.139648 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14402.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14408.544922 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14408.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14412.537109 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -14412.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14418.193359 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -14418.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14423.331055 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -14423.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14443.164062 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -14443.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14458.619141 Penalty: 499.493347
	Iteration 13Q: 3 clusters Score -14458.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14465.994141 Penalty: 499.493347
	Iteration 14Q: 3 clusters Score -14465.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14466.713867 Penalty: 499.493347
	Iteration 15Q: 3 clusters Score -14466.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14469.016602 Penalty: 499.493347
	Iteration 16Q: 3 clusters Score -14469.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14472.313477 Penalty: 499.493347
	Iteration 17Q: 3 clusters Score -14472.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14476.941406 Penalty: 499.493347
	Iteration 18Q: 3 clusters Score -14476.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14486.172852 Penalty: 499.493347
	Iteration 19Q: 3 clusters Score -14486.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14490.521484 Penalty: 499.493347
	Iteration 20F: 3 clusters Score -14490.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14493.977539 Penalty: 499.493347
	Iteration 21Q: 3 clusters Score -14493.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14496.576172 Penalty: 499.493347
	Iteration 22Q: 3 clusters Score -14496.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14506.252930 Penalty: 499.493347
	Iteration 23Q: 3 clusters Score -14506.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14508.706055 Penalty: 499.493347
	Iteration 24Q: 3 clusters Score -14508.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14508.706055 Penalty: 499.493347
	Iteration 25F: 3 clusters Score -14508.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 98 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 144 members 
Entering Unmasked Estep 
Score: -58210288.000000 Penalty: 52866.046875
Splitting cluster 82 changes total score from -58211264.000000 to -58210288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4840.431152 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4840.431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4900.730469 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4900.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4910.975098 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4910.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4918.809082 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4918.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4922.788574 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4922.789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4924.658203 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4924.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4924.658203 Penalty: 408.465912
	Iteration 6F: 3 clusters Score -4924.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111844 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126689 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 111889 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 13584 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118373 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139078 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 50950 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 9697 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60065 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 115002 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210972.000000 Penalty: 52236.687500
Iteration 279Q: 84 clusters Score -5.821097e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17429 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111834 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126681 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 109419 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118347 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139070 members 
Mstep: Class 20 contains 10150 members 
Mstep: Class 21 contains 51868 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 9700 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4887 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60115 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 116437 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210996.000000 Penalty: 52236.687500
Iteration 280F: 84 clusters Score -5.8211e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 111831 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126679 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 106968 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 13581 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118332 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1670 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139054 members 
Mstep: Class 20 contains 10159 members 
Mstep: Class 21 contains 52957 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4888 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60146 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 117677 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210636.000000 Penalty: 52236.687500
Iteration 281Q: 84 clusters Score -5.821064e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17430 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 111834 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126669 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 104456 members 
Mstep: Class 12 contains 2926 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118307 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139043 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 54162 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 9711 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2633 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4895 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60181 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118857 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210628.000000 Penalty: 52236.687500
Iteration 282Q: 84 clusters Score -5.821063e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17433 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 111826 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126656 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 101696 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118285 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139040 members 
Mstep: Class 20 contains 10149 members 
Mstep: Class 21 contains 55519 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2915 members 
Mstep: Class 25 contains 9717 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2648 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4900 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60220 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210224.000000 Penalty: 52236.687500
Iteration 283Q: 84 clusters Score -5.821022e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17435 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111815 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126653 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 98726 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 15 contains 118269 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139036 members 
Mstep: Class 20 contains 10136 members 
Mstep: Class 21 contains 56954 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 9723 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60253 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121605 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209860.000000 Penalty: 52236.687500
Iteration 284Q: 84 clusters Score -5.820986e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17436 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 111810 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126650 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 95696 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 13575 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118248 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139036 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 58465 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3075 members 
Mstep: Class 25 contains 9730 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2665 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4902 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60278 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 123073 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209576.000000 Penalty: 52236.687500
Iteration 285Q: 84 clusters Score -5.820958e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17434 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 111800 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126640 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 92524 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 13573 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118228 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139033 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 60064 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 9738 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4902 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60316 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 124577 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209292.000000 Penalty: 52236.687500
Iteration 286Q: 84 clusters Score -5.820929e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17435 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 111798 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126630 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 89183 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 72918 members 
Mstep: Class 15 contains 118210 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139032 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 61704 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 9743 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4897 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60345 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 126230 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209268.000000 Penalty: 52236.687500
Iteration 287Q: 84 clusters Score -5.820927e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 111795 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126614 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 85730 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 72915 members 
Mstep: Class 15 contains 118190 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139027 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 63437 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3319 members 
Mstep: Class 25 contains 9748 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2665 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4900 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60377 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 127879 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208908.000000 Penalty: 52236.687500
Iteration 288Q: 84 clusters Score -5.820891e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 111798 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126604 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 82236 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13569 members 
Mstep: Class 14 contains 72914 members 
Mstep: Class 15 contains 118167 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139019 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 65206 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60403 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 129522 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208452.000000 Penalty: 52236.687500
Iteration 289Q: 84 clusters Score -5.820845e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 111798 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126603 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 78743 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 72912 members 
Mstep: Class 15 contains 118153 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139013 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 67143 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3511 members 
Mstep: Class 25 contains 9750 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 3124 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4915 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60425 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 130977 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208128.000000 Penalty: 52236.687500
Iteration 290Q: 84 clusters Score -5.820813e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 111799 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126601 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 75327 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 72910 members 
Mstep: Class 15 contains 118138 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139004 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 69142 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3600 members 
Mstep: Class 25 contains 9751 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4925 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60448 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 132298 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207644.000000 Penalty: 52236.687500
Iteration 291Q: 84 clusters Score -5.820764e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 111797 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126593 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 72090 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 72909 members 
Mstep: Class 15 contains 118121 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139004 members 
Mstep: Class 20 contains 10041 members 
Mstep: Class 21 contains 71196 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 9750 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2668 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4926 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60479 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 133400 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207068.000000 Penalty: 52236.687500
Iteration 292Q: 84 clusters Score -5.820707e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111791 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126583 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 68922 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 72909 members 
Mstep: Class 15 contains 118112 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139009 members 
Mstep: Class 20 contains 10014 members 
Mstep: Class 21 contains 73253 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 9750 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4933 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60500 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 134450 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207068.000000 Penalty: 52236.687500
Iteration 293Q: 84 clusters Score -5.820707e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111794 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126577 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 65918 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118102 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139005 members 
Mstep: Class 20 contains 9982 members 
Mstep: Class 21 contains 75311 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 9754 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4937 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60516 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 135359 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207172.000000 Penalty: 52236.687500
Iteration 294Q: 84 clusters Score -5.820717e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111797 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126559 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 63098 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118096 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 139000 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 77375 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 9765 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4940 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60534 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 136057 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206896.000000 Penalty: 52236.687500
Iteration 295Q: 84 clusters Score -5.82069e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17443 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111799 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126551 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 60466 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 72910 members 
Mstep: Class 15 contains 118091 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138993 members 
Mstep: Class 20 contains 9926 members 
Mstep: Class 21 contains 79315 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3960 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4937 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60555 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 136691 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206976.000000 Penalty: 52236.687500
Iteration 296Q: 84 clusters Score -5.820698e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111792 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126542 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 58032 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72909 members 
Mstep: Class 15 contains 118092 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138991 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 81264 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 9774 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4921 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60565 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137110 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206964.000000 Penalty: 52236.687500
Iteration 297Q: 84 clusters Score -5.820696e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111793 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126533 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 55813 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118093 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138986 members 
Mstep: Class 20 contains 9885 members 
Mstep: Class 21 contains 83191 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 9778 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4905 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60574 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137363 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206856.000000 Penalty: 52236.687500
Iteration 298Q: 84 clusters Score -5.820686e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111798 members 
Mstep: Class 5 contains 4562 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126517 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 53828 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118103 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138977 members 
Mstep: Class 20 contains 9870 members 
Mstep: Class 21 contains 85112 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4210 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2732 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4877 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60583 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137374 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206700.000000 Penalty: 52236.687500
Iteration 299Q: 84 clusters Score -5.82067e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111802 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126500 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 52036 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118113 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138966 members 
Mstep: Class 20 contains 9853 members 
Mstep: Class 21 contains 87031 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 9788 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2732 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4856 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60593 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137198 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207432.000000 Penalty: 52236.687500
Iteration 300F: 84 clusters Score -5.820743e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111808 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126491 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118125 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138952 members 
Mstep: Class 20 contains 9827 members 
Mstep: Class 21 contains 88973 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4367 members 
Mstep: Class 25 contains 9792 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4856 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60602 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137436 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207044.000000 Penalty: 52236.687500
Iteration 301Q: 84 clusters Score -5.820704e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111810 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126484 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 47715 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118131 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138941 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 90803 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 9799 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4857 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60611 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137657 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207108.000000 Penalty: 52236.687500
Iteration 302Q: 84 clusters Score -5.820711e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17439 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111810 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126475 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 45810 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72909 members 
Mstep: Class 15 contains 118134 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138936 members 
Mstep: Class 20 contains 9756 members 
Mstep: Class 21 contains 92587 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4486 members 
Mstep: Class 25 contains 9803 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2746 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4858 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60623 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137745 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207120.000000 Penalty: 52236.687500
Iteration 303Q: 84 clusters Score -5.820712e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17439 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111808 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126467 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 43979 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118120 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138932 members 
Mstep: Class 20 contains 9730 members 
Mstep: Class 21 contains 94311 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 9806 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4846 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60645 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137842 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207200.000000 Penalty: 52236.687500
Iteration 304Q: 84 clusters Score -5.82072e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111806 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126462 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 42267 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118097 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138928 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 95923 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 9807 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2760 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4833 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60674 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137921 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207436.000000 Penalty: 52236.687500
Iteration 305Q: 84 clusters Score -5.820744e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 111800 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126455 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 40751 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 72908 members 
Mstep: Class 15 contains 118075 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138925 members 
Mstep: Class 20 contains 9671 members 
Mstep: Class 21 contains 97409 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 9809 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2764 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4813 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60706 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137966 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207484.000000 Penalty: 52236.687500
Iteration 306Q: 84 clusters Score -5.820748e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111804 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126448 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 39300 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 13560 members 
Mstep: Class 14 contains 72907 members 
Mstep: Class 15 contains 118057 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138921 members 
Mstep: Class 20 contains 9660 members 
Mstep: Class 21 contains 98808 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4656 members 
Mstep: Class 25 contains 9810 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2761 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4790 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60732 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138036 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207416.000000 Penalty: 52236.687500
Iteration 307Q: 84 clusters Score -5.820742e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 111805 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126443 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 37961 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 72906 members 
Mstep: Class 15 contains 118041 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138913 members 
Mstep: Class 20 contains 9646 members 
Mstep: Class 21 contains 100185 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4676 members 
Mstep: Class 25 contains 9814 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2757 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4759 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60755 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138035 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207604.000000 Penalty: 52236.687500
Iteration 308Q: 84 clusters Score -5.82076e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8747 members 
Mstep: Class 4 contains 111808 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126435 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 36699 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 72903 members 
Mstep: Class 15 contains 118018 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138903 members 
Mstep: Class 20 contains 9622 members 
Mstep: Class 21 contains 101526 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4677 members 
Mstep: Class 25 contains 9818 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2768 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4714 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138021 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207688.000000 Penalty: 52236.687500
Iteration 309Q: 84 clusters Score -5.820769e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17443 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 111801 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126432 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 72900 members 
Mstep: Class 15 contains 118002 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138899 members 
Mstep: Class 20 contains 9577 members 
Mstep: Class 21 contains 102779 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4668 members 
Mstep: Class 25 contains 9818 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4672 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60817 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138071 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207720.000000 Penalty: 52236.687500
Iteration 310Q: 84 clusters Score -5.820772e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17445 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 111805 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126427 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 34378 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 13543 members 
Mstep: Class 14 contains 72901 members 
Mstep: Class 15 contains 117986 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138885 members 
Mstep: Class 20 contains 9520 members 
Mstep: Class 21 contains 104015 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4663 members 
Mstep: Class 25 contains 9818 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 710 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4636 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60851 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138041 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207620.000000 Penalty: 52236.687500
Iteration 311Q: 84 clusters Score -5.820762e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 111803 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126426 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 33291 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 72901 members 
Mstep: Class 15 contains 117954 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138875 members 
Mstep: Class 20 contains 9496 members 
Mstep: Class 21 contains 105261 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4662 members 
Mstep: Class 25 contains 9819 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2788 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4603 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60887 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137939 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207664.000000 Penalty: 52236.687500
Iteration 312Q: 84 clusters Score -5.820766e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17452 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 111796 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126428 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 32281 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 13539 members 
Mstep: Class 14 contains 72898 members 
Mstep: Class 15 contains 117925 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138864 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 21 contains 106377 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4635 members 
Mstep: Class 25 contains 9820 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4577 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60922 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137890 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207708.000000 Penalty: 52236.687500
Iteration 313Q: 84 clusters Score -5.820771e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 111781 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126426 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 31300 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 13534 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117922 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138853 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 21 contains 107353 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4620 members 
Mstep: Class 25 contains 9821 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2804 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4560 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60955 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137928 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207848.000000 Penalty: 52236.687500
Iteration 314Q: 84 clusters Score -5.820785e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17454 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111776 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126425 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 30316 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 13532 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 117898 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138844 members 
Mstep: Class 20 contains 9488 members 
Mstep: Class 21 contains 108248 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 9823 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4549 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 60990 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138040 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207952.000000 Penalty: 52236.687500
Iteration 315Q: 84 clusters Score -5.820795e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111771 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126428 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 29334 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 117877 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138832 members 
Mstep: Class 20 contains 9498 members 
Mstep: Class 21 contains 109165 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2808 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4539 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61027 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138109 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208228.000000 Penalty: 52236.687500
Iteration 316Q: 84 clusters Score -5.820823e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111760 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126427 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 13527 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 117854 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138826 members 
Mstep: Class 20 contains 9519 members 
Mstep: Class 21 contains 110063 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 9830 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4530 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61069 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138192 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208336.000000 Penalty: 52236.687500
Iteration 317Q: 84 clusters Score -5.820834e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111739 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126428 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 27461 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 13525 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 117831 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138822 members 
Mstep: Class 20 contains 9549 members 
Mstep: Class 21 contains 110919 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 9834 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4526 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61116 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138215 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208360.000000 Penalty: 52236.687500
Iteration 318Q: 84 clusters Score -5.820836e+07 nChanged 2064
Entering ConstructFrom: 
Score: -58208360.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5300.163086 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5300.163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5343.308594 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5343.309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5377.786133 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -5377.786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5382.088867 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5382.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5383.599121 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -5383.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5383.599121 Penalty: 412.466553
	Iteration 5F: 3 clusters Score -5383.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Entering Unmasked Estep 
Score: -1056874.125000 Penalty: 444.402802
	Iteration 0F: 2 clusters Score -1056874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1045232.062500 Penalty: 888.805603
	Iteration 0F: 3 clusters Score -1045232 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1050131.000000 Penalty: 888.805603
	Iteration 1F: 3 clusters Score -1050131 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1050517.500000 Penalty: 888.805603
	Iteration 2Q: 3 clusters Score -1050518 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1051128.750000 Penalty: 888.805603
	Iteration 3F: 3 clusters Score -1051129 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1051838.375000 Penalty: 888.805603
	Iteration 4F: 3 clusters Score -1051838 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1052669.375000 Penalty: 888.805603
	Iteration 5F: 3 clusters Score -1052669 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1053413.875000 Penalty: 888.805603
	Iteration 6F: 3 clusters Score -1053414 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1053952.500000 Penalty: 888.805603
	Iteration 7F: 3 clusters Score -1053952 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1054315.125000 Penalty: 888.805603
	Iteration 8Q: 3 clusters Score -1054315 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1054554.250000 Penalty: 888.805603
	Iteration 9Q: 3 clusters Score -1054554 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1054725.625000 Penalty: 888.805603
	Iteration 10Q: 3 clusters Score -1054726 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1054870.875000 Penalty: 888.805603
	Iteration 11Q: 3 clusters Score -1054871 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1055016.000000 Penalty: 888.805603
	Iteration 12Q: 3 clusters Score -1055016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1055169.875000 Penalty: 888.805603
	Iteration 13Q: 3 clusters Score -1055170 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1055290.625000 Penalty: 888.805603
	Iteration 14Q: 3 clusters Score -1055291 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1055421.000000 Penalty: 888.805603
	Iteration 15Q: 3 clusters Score -1055421 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1055544.625000 Penalty: 888.805603
	Iteration 16Q: 3 clusters Score -1055545 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1055670.375000 Penalty: 888.805603
	Iteration 17Q: 3 clusters Score -1055670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1055804.125000 Penalty: 888.805603
	Iteration 18Q: 3 clusters Score -1055804 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1055933.875000 Penalty: 888.805603
	Iteration 19Q: 3 clusters Score -1055934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1056073.875000 Penalty: 888.805603
	Iteration 20F: 3 clusters Score -1056074 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1056194.375000 Penalty: 888.805603
	Iteration 21Q: 3 clusters Score -1056194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1056265.875000 Penalty: 888.805603
	Iteration 22Q: 3 clusters Score -1056266 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1056321.625000 Penalty: 888.805603
	Iteration 23Q: 3 clusters Score -1056322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1056350.250000 Penalty: 888.805603
	Iteration 24Q: 3 clusters Score -1056350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1056369.000000 Penalty: 888.805603
	Iteration 25Q: 3 clusters Score -1056369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1056393.250000 Penalty: 888.805603
	Iteration 26Q: 3 clusters Score -1056393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1056411.875000 Penalty: 888.805603
	Iteration 27Q: 3 clusters Score -1056412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1056421.000000 Penalty: 888.805603
	Iteration 28Q: 3 clusters Score -1056421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1056428.875000 Penalty: 888.805603
	Iteration 29Q: 3 clusters Score -1056429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1056433.750000 Penalty: 888.805603
	Iteration 30Q: 3 clusters Score -1056434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1056442.375000 Penalty: 888.805603
	Iteration 31Q: 3 clusters Score -1056442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1056453.250000 Penalty: 888.805603
	Iteration 32Q: 3 clusters Score -1056453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1056468.625000 Penalty: 888.805603
	Iteration 33Q: 3 clusters Score -1056469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1056475.500000 Penalty: 888.805603
	Iteration 34Q: 3 clusters Score -1056476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1056480.875000 Penalty: 888.805603
	Iteration 35Q: 3 clusters Score -1056481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1056486.875000 Penalty: 888.805603
	Iteration 36Q: 3 clusters Score -1056487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1056490.875000 Penalty: 888.805603
	Iteration 37Q: 3 clusters Score -1056491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1056495.000000 Penalty: 888.805603
	Iteration 38Q: 3 clusters Score -1056495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1056497.125000 Penalty: 888.805603
	Iteration 39Q: 3 clusters Score -1056497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1056498.750000 Penalty: 888.805603
	Iteration 40F: 3 clusters Score -1056499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1056501.000000 Penalty: 888.805603
	Iteration 41Q: 3 clusters Score -1056501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1056502.000000 Penalty: 888.805603
	Iteration 42Q: 3 clusters Score -1056502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1056502.000000 Penalty: 888.805603
	Iteration 43Q: 3 clusters Score -1056502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1056502.000000 Penalty: 888.805603
	Iteration 44F: 3 clusters Score -1056502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -529420.125000 Penalty: 413.051941
	Iteration 0F: 2 clusters Score -529420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -523610.437500 Penalty: 826.103882
	Iteration 0F: 3 clusters Score -523610.4 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -525753.125000 Penalty: 826.103882
	Iteration 1F: 3 clusters Score -525753.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -525988.062500 Penalty: 826.103882
	Iteration 2F: 3 clusters Score -525988.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -526288.687500 Penalty: 826.103882
	Iteration 3F: 3 clusters Score -526288.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -526650.875000 Penalty: 826.103882
	Iteration 4F: 3 clusters Score -526650.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -527116.687500 Penalty: 826.103882
	Iteration 5F: 3 clusters Score -527116.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -527641.187500 Penalty: 826.103882
	Iteration 6F: 3 clusters Score -527641.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -528044.250000 Penalty: 826.103882
	Iteration 7F: 3 clusters Score -528044.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -528227.187500 Penalty: 826.103882
	Iteration 8Q: 3 clusters Score -528227.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -528311.937500 Penalty: 826.103882
	Iteration 9Q: 3 clusters Score -528311.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -528363.687500 Penalty: 826.103882
	Iteration 10Q: 3 clusters Score -528363.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -528393.375000 Penalty: 826.103882
	Iteration 11Q: 3 clusters Score -528393.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -528413.687500 Penalty: 826.103882
	Iteration 12Q: 3 clusters Score -528413.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -528424.000000 Penalty: 826.103882
	Iteration 13Q: 3 clusters Score -528424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -528433.062500 Penalty: 826.103882
	Iteration 14Q: 3 clusters Score -528433.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -528440.250000 Penalty: 826.103882
	Iteration 15Q: 3 clusters Score -528440.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -528443.500000 Penalty: 826.103882
	Iteration 16Q: 3 clusters Score -528443.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -528447.562500 Penalty: 826.103882
	Iteration 17Q: 3 clusters Score -528447.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -528450.687500 Penalty: 826.103882
	Iteration 18Q: 3 clusters Score -528450.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -528456.125000 Penalty: 826.103882
	Iteration 19Q: 3 clusters Score -528456.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -528460.062500 Penalty: 826.103882
	Iteration 20F: 3 clusters Score -528460.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -528462.312500 Penalty: 826.103882
	Iteration 21Q: 3 clusters Score -528462.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -528469.000000 Penalty: 826.103882
	Iteration 22Q: 3 clusters Score -528469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -528472.812500 Penalty: 826.103882
	Iteration 23Q: 3 clusters Score -528472.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -528474.250000 Penalty: 826.103882
	Iteration 24Q: 3 clusters Score -528474.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -528477.062500 Penalty: 826.103882
	Iteration 25Q: 3 clusters Score -528477.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -528482.062500 Penalty: 826.103882
	Iteration 26Q: 3 clusters Score -528482.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -528484.875000 Penalty: 826.103882
	Iteration 27Q: 3 clusters Score -528484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -528487.875000 Penalty: 826.103882
	Iteration 28Q: 3 clusters Score -528487.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -528491.562500 Penalty: 826.103882
	Iteration 29Q: 3 clusters Score -528491.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -528492.187500 Penalty: 826.103882
	Iteration 30Q: 3 clusters Score -528492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -528495.000000 Penalty: 826.103882
	Iteration 31Q: 3 clusters Score -528495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -528496.500000 Penalty: 826.103882
	Iteration 32Q: 3 clusters Score -528496.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -528500.750000 Penalty: 826.103882
	Iteration 33Q: 3 clusters Score -528500.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -528508.062500 Penalty: 826.103882
	Iteration 34Q: 3 clusters Score -528508.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -528513.437500 Penalty: 826.103882
	Iteration 35Q: 3 clusters Score -528513.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -528519.875000 Penalty: 826.103882
	Iteration 36Q: 3 clusters Score -528519.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -528529.062500 Penalty: 826.103882
	Iteration 37Q: 3 clusters Score -528529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -528532.500000 Penalty: 826.103882
	Iteration 38Q: 3 clusters Score -528532.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -528535.812500 Penalty: 826.103882
	Iteration 39Q: 3 clusters Score -528535.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -528539.125000 Penalty: 826.103882
	Iteration 40F: 3 clusters Score -528539.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -528543.000000 Penalty: 826.103882
	Iteration 41Q: 3 clusters Score -528543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -528548.750000 Penalty: 826.103882
	Iteration 42Q: 3 clusters Score -528548.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -528558.250000 Penalty: 826.103882
	Iteration 43Q: 3 clusters Score -528558.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -528566.937500 Penalty: 826.103882
	Iteration 44Q: 3 clusters Score -528566.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -528579.187500 Penalty: 826.103882
	Iteration 45Q: 3 clusters Score -528579.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -528587.750000 Penalty: 826.103882
	Iteration 46Q: 3 clusters Score -528587.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -528594.875000 Penalty: 826.103882
	Iteration 47Q: 3 clusters Score -528594.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -528600.250000 Penalty: 826.103882
	Iteration 48Q: 3 clusters Score -528600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -528605.187500 Penalty: 826.103882
	Iteration 49Q: 3 clusters Score -528605.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -528609.687500 Penalty: 826.103882
	Iteration 50Q: 3 clusters Score -528609.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -528618.562500 Penalty: 826.103882
	Iteration 51Q: 3 clusters Score -528618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -528629.250000 Penalty: 826.103882
	Iteration 52Q: 3 clusters Score -528629.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -528639.562500 Penalty: 826.103882
	Iteration 53Q: 3 clusters Score -528639.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -528649.000000 Penalty: 826.103882
	Iteration 54Q: 3 clusters Score -528649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -528656.062500 Penalty: 826.103882
	Iteration 55Q: 3 clusters Score -528656.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -528662.625000 Penalty: 826.103882
	Iteration 56Q: 3 clusters Score -528662.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -528664.687500 Penalty: 826.103882
	Iteration 57Q: 3 clusters Score -528664.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -528667.312500 Penalty: 826.103882
	Iteration 58Q: 3 clusters Score -528667.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -528668.125000 Penalty: 826.103882
	Iteration 59Q: 3 clusters Score -528668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -528669.312500 Penalty: 826.103882
	Iteration 60F: 3 clusters Score -528669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -528671.437500 Penalty: 826.103882
	Iteration 61Q: 3 clusters Score -528671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -528672.812500 Penalty: 826.103882
	Iteration 62Q: 3 clusters Score -528672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -528671.875000 Penalty: 826.103882
	Iteration 63Q: 3 clusters Score -528671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -528672.625000 Penalty: 826.103882
	Iteration 64Q: 3 clusters Score -528672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -528672.687500 Penalty: 826.103882
	Iteration 65Q: 3 clusters Score -528672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -528674.750000 Penalty: 826.103882
	Iteration 66Q: 3 clusters Score -528674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -528676.125000 Penalty: 826.103882
	Iteration 67Q: 3 clusters Score -528676.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -528677.000000 Penalty: 826.103882
	Iteration 68Q: 3 clusters Score -528677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -528678.812500 Penalty: 826.103882
	Iteration 69Q: 3 clusters Score -528678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -528681.812500 Penalty: 826.103882
	Iteration 70Q: 3 clusters Score -528681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -528680.500000 Penalty: 826.103882
	Iteration 71Q: 3 clusters Score -528680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -528683.562500 Penalty: 826.103882
	Iteration 72Q: 3 clusters Score -528683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -528683.500000 Penalty: 826.103882
	Iteration 73Q: 3 clusters Score -528683.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528684.937500 Penalty: 826.103882
	Iteration 74Q: 3 clusters Score -528684.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -528685.500000 Penalty: 826.103882
	Iteration 75Q: 3 clusters Score -528685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -528687.437500 Penalty: 826.103882
	Iteration 76Q: 3 clusters Score -528687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -528687.125000 Penalty: 826.103882
	Iteration 77Q: 3 clusters Score -528687.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -528687.625000 Penalty: 826.103882
	Iteration 78Q: 3 clusters Score -528687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -528688.062500 Penalty: 826.103882
	Iteration 79Q: 3 clusters Score -528688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -528688.937500 Penalty: 826.103882
	Iteration 80F: 3 clusters Score -528688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -528688.875000 Penalty: 826.103882
	Iteration 81Q: 3 clusters Score -528688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -528690.000000 Penalty: 826.103882
	Iteration 82Q: 3 clusters Score -528690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -528689.875000 Penalty: 826.103882
	Iteration 83Q: 3 clusters Score -528689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528690.375000 Penalty: 826.103882
	Iteration 84Q: 3 clusters Score -528690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -528689.625000 Penalty: 826.103882
	Iteration 85Q: 3 clusters Score -528689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -528690.812500 Penalty: 826.103882
	Iteration 86Q: 3 clusters Score -528690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528690.187500 Penalty: 826.103882
	Iteration 87Q: 3 clusters Score -528690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -528692.562500 Penalty: 826.103882
	Iteration 88Q: 3 clusters Score -528692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -528692.062500 Penalty: 826.103882
	Iteration 89Q: 3 clusters Score -528692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -528692.062500 Penalty: 826.103882
	Iteration 90Q: 3 clusters Score -528692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528692.250000 Penalty: 826.103882
	Iteration 91Q: 3 clusters Score -528692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -528691.437500 Penalty: 826.103882
	Iteration 92Q: 3 clusters Score -528691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -528692.375000 Penalty: 826.103882
	Iteration 93Q: 3 clusters Score -528692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -528691.937500 Penalty: 826.103882
	Iteration 94Q: 3 clusters Score -528691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -528692.875000 Penalty: 826.103882
	Iteration 95Q: 3 clusters Score -528692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -528693.562500 Penalty: 826.103882
	Iteration 96Q: 3 clusters Score -528693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -528693.812500 Penalty: 826.103882
	Iteration 97Q: 3 clusters Score -528693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -528693.000000 Penalty: 826.103882
	Iteration 98Q: 3 clusters Score -528693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -528693.625000 Penalty: 826.103882
	Iteration 99Q: 3 clusters Score -528693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -528693.562500 Penalty: 826.103882
	Iteration 100F: 3 clusters Score -528693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -528694.625000 Penalty: 826.103882
	Iteration 101Q: 3 clusters Score -528694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -528695.375000 Penalty: 826.103882
	Iteration 102Q: 3 clusters Score -528695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -528695.250000 Penalty: 826.103882
	Iteration 103Q: 3 clusters Score -528695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -528695.250000 Penalty: 826.103882
	Iteration 104F: 3 clusters Score -528695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Entering Unmasked Estep 
Score: -6730029.000000 Penalty: 528.881470
	Iteration 0F: 2 clusters Score -6730029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -6656324.500000 Penalty: 1057.762939
	Iteration 0F: 3 clusters Score -6656324 nChanged 54795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -6691851.000000 Penalty: 1057.762939
	Iteration 1F: 3 clusters Score -6691851 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -6694698.000000 Penalty: 1057.762939
	Iteration 2F: 3 clusters Score -6694698 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -6698253.000000 Penalty: 1057.762939
	Iteration 3F: 3 clusters Score -6698253 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -6702777.500000 Penalty: 1057.762939
	Iteration 4F: 3 clusters Score -6702778 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -6708715.500000 Penalty: 1057.762939
	Iteration 5F: 3 clusters Score -6708716 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -6715419.000000 Penalty: 1057.762939
	Iteration 6F: 3 clusters Score -6715419 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -6720316.000000 Penalty: 1057.762939
	Iteration 7F: 3 clusters Score -6720316 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -6722168.500000 Penalty: 1057.762939
	Iteration 8Q: 3 clusters Score -6722168 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -6722897.500000 Penalty: 1057.762939
	Iteration 9Q: 3 clusters Score -6722898 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -6723298.500000 Penalty: 1057.762939
	Iteration 10Q: 3 clusters Score -6723298 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -6723525.000000 Penalty: 1057.762939
	Iteration 11Q: 3 clusters Score -6723525 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -6723674.500000 Penalty: 1057.762939
	Iteration 12Q: 3 clusters Score -6723674 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -6723809.500000 Penalty: 1057.762939
	Iteration 13Q: 3 clusters Score -6723810 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -6723889.000000 Penalty: 1057.762939
	Iteration 14Q: 3 clusters Score -6723889 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -6723957.500000 Penalty: 1057.762939
	Iteration 15Q: 3 clusters Score -6723958 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -6724031.500000 Penalty: 1057.762939
	Iteration 16Q: 3 clusters Score -6724032 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -6724079.500000 Penalty: 1057.762939
	Iteration 17Q: 3 clusters Score -6724080 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -6724153.500000 Penalty: 1057.762939
	Iteration 18Q: 3 clusters Score -6724154 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -6724169.000000 Penalty: 1057.762939
	Iteration 19Q: 3 clusters Score -6724169 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -6724212.000000 Penalty: 1057.762939
	Iteration 20F: 3 clusters Score -6724212 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -6724271.000000 Penalty: 1057.762939
	Iteration 21Q: 3 clusters Score -6724271 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -6724284.000000 Penalty: 1057.762939
	Iteration 22Q: 3 clusters Score -6724284 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -6724303.500000 Penalty: 1057.762939
	Iteration 23Q: 3 clusters Score -6724304 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -6724368.500000 Penalty: 1057.762939
	Iteration 24Q: 3 clusters Score -6724368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -6724410.000000 Penalty: 1057.762939
	Iteration 25Q: 3 clusters Score -6724410 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -6724447.500000 Penalty: 1057.762939
	Iteration 26Q: 3 clusters Score -6724448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -6724485.000000 Penalty: 1057.762939
	Iteration 27Q: 3 clusters Score -6724485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -6724509.000000 Penalty: 1057.762939
	Iteration 28Q: 3 clusters Score -6724509 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -6724545.000000 Penalty: 1057.762939
	Iteration 29Q: 3 clusters Score -6724545 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -6724614.000000 Penalty: 1057.762939
	Iteration 30Q: 3 clusters Score -6724614 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -6724655.000000 Penalty: 1057.762939
	Iteration 31Q: 3 clusters Score -6724655 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -6724670.000000 Penalty: 1057.762939
	Iteration 32Q: 3 clusters Score -6724670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -6724699.500000 Penalty: 1057.762939
	Iteration 33Q: 3 clusters Score -6724700 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -6724743.500000 Penalty: 1057.762939
	Iteration 34Q: 3 clusters Score -6724744 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -6724762.000000 Penalty: 1057.762939
	Iteration 35Q: 3 clusters Score -6724762 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -6724789.500000 Penalty: 1057.762939
	Iteration 36Q: 3 clusters Score -6724790 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -6724838.000000 Penalty: 1057.762939
	Iteration 37Q: 3 clusters Score -6724838 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -6724890.000000 Penalty: 1057.762939
	Iteration 38Q: 3 clusters Score -6724890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -6724952.000000 Penalty: 1057.762939
	Iteration 39Q: 3 clusters Score -6724952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -6724998.500000 Penalty: 1057.762939
	Iteration 40F: 3 clusters Score -6724998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -6725040.000000 Penalty: 1057.762939
	Iteration 41Q: 3 clusters Score -6725040 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -6725081.500000 Penalty: 1057.762939
	Iteration 42Q: 3 clusters Score -6725082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -6725139.000000 Penalty: 1057.762939
	Iteration 43Q: 3 clusters Score -6725139 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -6725186.000000 Penalty: 1057.762939
	Iteration 44Q: 3 clusters Score -6725186 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -6725243.000000 Penalty: 1057.762939
	Iteration 45Q: 3 clusters Score -6725243 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -6725296.000000 Penalty: 1057.762939
	Iteration 46Q: 3 clusters Score -6725296 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -6725385.500000 Penalty: 1057.762939
	Iteration 47Q: 3 clusters Score -6725386 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -6725442.000000 Penalty: 1057.762939
	Iteration 48Q: 3 clusters Score -6725442 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -6725538.500000 Penalty: 1057.762939
	Iteration 49Q: 3 clusters Score -6725538 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -6725626.500000 Penalty: 1057.762939
	Iteration 50Q: 3 clusters Score -6725626 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -6725749.000000 Penalty: 1057.762939
	Iteration 51Q: 3 clusters Score -6725749 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -6725847.500000 Penalty: 1057.762939
	Iteration 52Q: 3 clusters Score -6725848 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -6725923.500000 Penalty: 1057.762939
	Iteration 53Q: 3 clusters Score -6725924 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -6726027.000000 Penalty: 1057.762939
	Iteration 54Q: 3 clusters Score -6726027 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -6726092.000000 Penalty: 1057.762939
	Iteration 55Q: 3 clusters Score -6726092 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -6726230.500000 Penalty: 1057.762939
	Iteration 56Q: 3 clusters Score -6726230 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -6726365.500000 Penalty: 1057.762939
	Iteration 57Q: 3 clusters Score -6726366 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -6726524.500000 Penalty: 1057.762939
	Iteration 58Q: 3 clusters Score -6726524 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -6726684.500000 Penalty: 1057.762939
	Iteration 59Q: 3 clusters Score -6726684 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -6726856.500000 Penalty: 1057.762939
	Iteration 60F: 3 clusters Score -6726856 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -6727000.000000 Penalty: 1057.762939
	Iteration 61Q: 3 clusters Score -6727000 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -6727206.500000 Penalty: 1057.762939
	Iteration 62Q: 3 clusters Score -6727206 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -6727395.000000 Penalty: 1057.762939
	Iteration 63Q: 3 clusters Score -6727395 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -6727655.000000 Penalty: 1057.762939
	Iteration 64Q: 3 clusters Score -6727655 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -6727941.500000 Penalty: 1057.762939
	Iteration 65Q: 3 clusters Score -6727942 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -6728248.500000 Penalty: 1057.762939
	Iteration 66Q: 3 clusters Score -6728248 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -6728505.500000 Penalty: 1057.762939
	Iteration 67Q: 3 clusters Score -6728506 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -6728815.500000 Penalty: 1057.762939
	Iteration 68Q: 3 clusters Score -6728816 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -6729105.000000 Penalty: 1057.762939
	Iteration 69Q: 3 clusters Score -6729105 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -6729392.000000 Penalty: 1057.762939
	Iteration 70Q: 3 clusters Score -6729392 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -6729637.500000 Penalty: 1057.762939
	Iteration 71Q: 3 clusters Score -6729638 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -6729784.000000 Penalty: 1057.762939
	Iteration 72Q: 3 clusters Score -6729784 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -6729931.500000 Penalty: 1057.762939
	Iteration 73Q: 3 clusters Score -6729932 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -6730069.000000 Penalty: 1057.762939
	Iteration 74Q: 3 clusters Score -6730069 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -6730140.000000 Penalty: 1057.762939
	Iteration 75Q: 3 clusters Score -6730140 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -6730129.500000 Penalty: 1057.762939
	Iteration 76Q: 3 clusters Score -6730130 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -6730112.500000 Penalty: 1057.762939
	Iteration 77Q: 3 clusters Score -6730112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -6730062.000000 Penalty: 1057.762939
	Iteration 78Q: 3 clusters Score -6730062 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -6730048.500000 Penalty: 1057.762939
	Iteration 79Q: 3 clusters Score -6730048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -6729998.500000 Penalty: 1057.762939
	Iteration 80F: 3 clusters Score -6729998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -6729976.500000 Penalty: 1057.762939
	Iteration 81Q: 3 clusters Score -6729976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 110877 members 
Entering Unmasked Estep 
Score: -6729968.000000 Penalty: 1057.762939
	Iteration 82Q: 3 clusters Score -6729968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -6729950.500000 Penalty: 1057.762939
	Iteration 83Q: 3 clusters Score -6729950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -6729953.500000 Penalty: 1057.762939
	Iteration 84Q: 3 clusters Score -6729954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 111089 members 
Entering Unmasked Estep 
Score: -6729930.500000 Penalty: 1057.762939
	Iteration 85Q: 3 clusters Score -6729930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -6729907.500000 Penalty: 1057.762939
	Iteration 86Q: 3 clusters Score -6729908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -6729883.000000 Penalty: 1057.762939
	Iteration 87Q: 3 clusters Score -6729883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -6729883.500000 Penalty: 1057.762939
	Iteration 88Q: 3 clusters Score -6729884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -6729881.500000 Penalty: 1057.762939
	Iteration 89Q: 3 clusters Score -6729882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -6729874.500000 Penalty: 1057.762939
	Iteration 90Q: 3 clusters Score -6729874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -6729864.000000 Penalty: 1057.762939
	Iteration 91Q: 3 clusters Score -6729864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -6729852.000000 Penalty: 1057.762939
	Iteration 92Q: 3 clusters Score -6729852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -6729850.000000 Penalty: 1057.762939
	Iteration 93Q: 3 clusters Score -6729850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -6729852.000000 Penalty: 1057.762939
	Iteration 94Q: 3 clusters Score -6729852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -6729853.000000 Penalty: 1057.762939
	Iteration 95Q: 3 clusters Score -6729853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 111283 members 
Entering Unmasked Estep 
Score: -6729844.500000 Penalty: 1057.762939
	Iteration 96Q: 3 clusters Score -6729844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -6729844.500000 Penalty: 1057.762939
	Iteration 97Q: 3 clusters Score -6729844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -6729835.500000 Penalty: 1057.762939
	Iteration 98Q: 3 clusters Score -6729836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -6729830.000000 Penalty: 1057.762939
	Iteration 99Q: 3 clusters Score -6729830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -6729832.000000 Penalty: 1057.762939
	Iteration 100F: 3 clusters Score -6729832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -6729832.500000 Penalty: 1057.762939
	Iteration 101Q: 3 clusters Score -6729832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -6729831.000000 Penalty: 1057.762939
	Iteration 102Q: 3 clusters Score -6729831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -6729831.000000 Penalty: 1057.762939
	Iteration 103F: 3 clusters Score -6729831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -268128.718750 Penalty: 383.301117
	Iteration 0F: 2 clusters Score -268128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -264994.062500 Penalty: 766.602234
	Iteration 0F: 3 clusters Score -264994.1 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -266064.843750 Penalty: 766.602234
	Iteration 1F: 3 clusters Score -266064.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -266165.281250 Penalty: 766.602234
	Iteration 2F: 3 clusters Score -266165.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -266265.218750 Penalty: 766.602234
	Iteration 3F: 3 clusters Score -266265.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -266351.125000 Penalty: 766.602234
	Iteration 4Q: 3 clusters Score -266351.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -266468.843750 Penalty: 766.602234
	Iteration 5Q: 3 clusters Score -266468.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266640.718750 Penalty: 766.602234
	Iteration 6F: 3 clusters Score -266640.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266862.343750 Penalty: 766.602234
	Iteration 7F: 3 clusters Score -266862.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267153.968750 Penalty: 766.602234
	Iteration 8F: 3 clusters Score -267154 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -267387.500000 Penalty: 766.602234
	Iteration 9F: 3 clusters Score -267387.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -267540.062500 Penalty: 766.602234
	Iteration 10Q: 3 clusters Score -267540.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -267634.562500 Penalty: 766.602234
	Iteration 11Q: 3 clusters Score -267634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -267705.031250 Penalty: 766.602234
	Iteration 12Q: 3 clusters Score -267705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -267755.500000 Penalty: 766.602234
	Iteration 13Q: 3 clusters Score -267755.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -267787.531250 Penalty: 766.602234
	Iteration 14Q: 3 clusters Score -267787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -267802.968750 Penalty: 766.602234
	Iteration 15Q: 3 clusters Score -267803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -267811.687500 Penalty: 766.602234
	Iteration 16Q: 3 clusters Score -267811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -267817.281250 Penalty: 766.602234
	Iteration 17Q: 3 clusters Score -267817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -267820.125000 Penalty: 766.602234
	Iteration 18Q: 3 clusters Score -267820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -267826.625000 Penalty: 766.602234
	Iteration 19Q: 3 clusters Score -267826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -267831.531250 Penalty: 766.602234
	Iteration 20F: 3 clusters Score -267831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -267834.750000 Penalty: 766.602234
	Iteration 21Q: 3 clusters Score -267834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -267836.781250 Penalty: 766.602234
	Iteration 22Q: 3 clusters Score -267836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -267839.156250 Penalty: 766.602234
	Iteration 23Q: 3 clusters Score -267839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -267839.500000 Penalty: 766.602234
	Iteration 24Q: 3 clusters Score -267839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -267839.500000 Penalty: 766.602234
	Iteration 25F: 3 clusters Score -267839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 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 389 members 
Entering Unmasked Estep 
Score: -46202.347656 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46202.35 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -46521.906250 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46521.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -46598.085938 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46598.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46630.843750 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46630.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -46658.996094 Penalty: 605.995789
	Iteration 4Q: 3 clusters Score -46659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46679.171875 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46679.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46687.773438 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46687.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46703.558594 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46703.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -46710.281250 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46710.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46713.261719 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46713.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46717.199219 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46717.398438 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46717.957031 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46717.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46717.957031 Penalty: 605.995789
	Iteration 13F: 3 clusters Score -46717.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6923.048340 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6923.048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7042.330078 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7042.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7076.719727 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7076.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7095.095703 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7095.096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7111.795898 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7111.796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7127.058594 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7127.059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7138.104980 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7138.105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7145.706543 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7145.707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7148.665039 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7148.665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7151.790039 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7151.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7154.535645 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7154.536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7155.993164 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -7155.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7156.382812 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -7156.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7156.382812 Penalty: 531.762573
	Iteration 13F: 3 clusters Score -7156.383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Entering Unmasked Estep 
Score: -7445008.000000 Penalty: 534.506165
	Iteration 0F: 2 clusters Score -7445008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -7359889.000000 Penalty: 1069.012329
	Iteration 0F: 3 clusters Score -7359889 nChanged 61874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7398461.500000 Penalty: 1069.012329
	Iteration 1F: 3 clusters Score -7398462 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -7401187.500000 Penalty: 1069.012329
	Iteration 2Q: 3 clusters Score -7401188 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -7405611.000000 Penalty: 1069.012329
	Iteration 3F: 3 clusters Score -7405611 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7412229.000000 Penalty: 1069.012329
	Iteration 4F: 3 clusters Score -7412229 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -7420588.000000 Penalty: 1069.012329
	Iteration 5F: 3 clusters Score -7420588 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -7428224.000000 Penalty: 1069.012329
	Iteration 6F: 3 clusters Score -7428224 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7433123.000000 Penalty: 1069.012329
	Iteration 7Q: 3 clusters Score -7433123 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -7435882.500000 Penalty: 1069.012329
	Iteration 8Q: 3 clusters Score -7435882 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -7437724.000000 Penalty: 1069.012329
	Iteration 9Q: 3 clusters Score -7437724 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7439115.000000 Penalty: 1069.012329
	Iteration 10Q: 3 clusters Score -7439115 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -7440216.500000 Penalty: 1069.012329
	Iteration 11Q: 3 clusters Score -7440216 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -7441041.000000 Penalty: 1069.012329
	Iteration 12Q: 3 clusters Score -7441041 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7441877.000000 Penalty: 1069.012329
	Iteration 13Q: 3 clusters Score -7441877 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -7442472.000000 Penalty: 1069.012329
	Iteration 14Q: 3 clusters Score -7442472 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7442977.000000 Penalty: 1069.012329
	Iteration 15Q: 3 clusters Score -7442977 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7443442.000000 Penalty: 1069.012329
	Iteration 16Q: 3 clusters Score -7443442 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -7443716.000000 Penalty: 1069.012329
	Iteration 17Q: 3 clusters Score -7443716 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122027 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7443972.500000 Penalty: 1069.012329
	Iteration 18Q: 3 clusters Score -7443972 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7444167.500000 Penalty: 1069.012329
	Iteration 19Q: 3 clusters Score -7444168 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7444336.000000 Penalty: 1069.012329
	Iteration 20F: 3 clusters Score -7444336 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7444454.500000 Penalty: 1069.012329
	Iteration 21Q: 3 clusters Score -7444454 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7444563.500000 Penalty: 1069.012329
	Iteration 22Q: 3 clusters Score -7444564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7444647.000000 Penalty: 1069.012329
	Iteration 23Q: 3 clusters Score -7444647 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7444730.000000 Penalty: 1069.012329
	Iteration 24Q: 3 clusters Score -7444730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124640 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7444785.000000 Penalty: 1069.012329
	Iteration 25Q: 3 clusters Score -7444785 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7444824.000000 Penalty: 1069.012329
	Iteration 26Q: 3 clusters Score -7444824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7444852.500000 Penalty: 1069.012329
	Iteration 27Q: 3 clusters Score -7444852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7444867.500000 Penalty: 1069.012329
	Iteration 28Q: 3 clusters Score -7444868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7444864.500000 Penalty: 1069.012329
	Iteration 29Q: 3 clusters Score -7444864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7444881.000000 Penalty: 1069.012329
	Iteration 30Q: 3 clusters Score -7444881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7444901.500000 Penalty: 1069.012329
	Iteration 31Q: 3 clusters Score -7444902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7444918.000000 Penalty: 1069.012329
	Iteration 32Q: 3 clusters Score -7444918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7444932.500000 Penalty: 1069.012329
	Iteration 33Q: 3 clusters Score -7444932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7444934.000000 Penalty: 1069.012329
	Iteration 34Q: 3 clusters Score -7444934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7444941.500000 Penalty: 1069.012329
	Iteration 35Q: 3 clusters Score -7444942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125453 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7444941.500000 Penalty: 1069.012329
	Iteration 36Q: 3 clusters Score -7444942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7444940.000000 Penalty: 1069.012329
	Iteration 37Q: 3 clusters Score -7444940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7444939.500000 Penalty: 1069.012329
	Iteration 38Q: 3 clusters Score -7444940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7444927.500000 Penalty: 1069.012329
	Iteration 39Q: 3 clusters Score -7444928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125555 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7444934.000000 Penalty: 1069.012329
	Iteration 40F: 3 clusters Score -7444934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7444933.000000 Penalty: 1069.012329
	Iteration 41Q: 3 clusters Score -7444933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7444936.000000 Penalty: 1069.012329
	Iteration 42Q: 3 clusters Score -7444936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7444941.500000 Penalty: 1069.012329
	Iteration 43Q: 3 clusters Score -7444942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125598 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7444942.500000 Penalty: 1069.012329
	Iteration 44Q: 3 clusters Score -7444942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7444948.000000 Penalty: 1069.012329
	Iteration 45Q: 3 clusters Score -7444948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7444952.000000 Penalty: 1069.012329
	Iteration 46Q: 3 clusters Score -7444952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7444953.500000 Penalty: 1069.012329
	Iteration 47Q: 3 clusters Score -7444954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7444948.500000 Penalty: 1069.012329
	Iteration 48Q: 3 clusters Score -7444948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7444952.000000 Penalty: 1069.012329
	Iteration 49Q: 3 clusters Score -7444952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7444951.000000 Penalty: 1069.012329
	Iteration 50Q: 3 clusters Score -7444951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7444950.000000 Penalty: 1069.012329
	Iteration 51Q: 3 clusters Score -7444950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7444943.000000 Penalty: 1069.012329
	Iteration 52Q: 3 clusters Score -7444943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7444950.500000 Penalty: 1069.012329
	Iteration 53Q: 3 clusters Score -7444950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125648 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7444954.000000 Penalty: 1069.012329
	Iteration 54Q: 3 clusters Score -7444954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7444955.500000 Penalty: 1069.012329
	Iteration 55Q: 3 clusters Score -7444956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7444955.500000 Penalty: 1069.012329
	Iteration 56Q: 3 clusters Score -7444956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7444955.500000 Penalty: 1069.012329
	Iteration 57F: 3 clusters Score -7444956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24493.841797 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24493.84 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24714.619141 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24714.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24779.703125 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24779.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24829.304688 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24829.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24851.154297 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -24851.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24861.806641 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -24861.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24869.748047 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -24869.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24873.503906 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -24873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24874.748047 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -24874.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24875.214844 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -24875.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24876.914062 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -24876.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24878.189453 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -24878.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24878.412109 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -24878.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24878.412109 Penalty: 552.647095
	Iteration 13F: 3 clusters Score -24878.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22166.113281 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22166.11 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22262.810547 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22262.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22289.119141 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22289.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22309.863281 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -22309.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22332.462891 Penalty: 541.745117
	Iteration 4F: 3 clusters Score -22332.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22342.080078 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22342.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22351.044922 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22351.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22357.220703 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22357.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22362.175781 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22362.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22363.140625 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22363.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22363.888672 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22363.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22363.888672 Penalty: 541.745117
	Iteration 11F: 3 clusters Score -22363.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Entering Unmasked Estep 
Score: -1618087.875000 Penalty: 463.584320
	Iteration 0F: 2 clusters Score -1618088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1600252.625000 Penalty: 927.168640
	Iteration 0F: 3 clusters Score -1600253 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1607754.250000 Penalty: 927.168640
	Iteration 1F: 3 clusters Score -1607754 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1608157.500000 Penalty: 927.168640
	Iteration 2Q: 3 clusters Score -1608158 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1608839.625000 Penalty: 927.168640
	Iteration 3Q: 3 clusters Score -1608840 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1610004.625000 Penalty: 927.168640
	Iteration 4F: 3 clusters Score -1610005 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1611822.375000 Penalty: 927.168640
	Iteration 5F: 3 clusters Score -1611822 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1613687.125000 Penalty: 927.168640
	Iteration 6F: 3 clusters Score -1613687 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1614747.500000 Penalty: 927.168640
	Iteration 7F: 3 clusters Score -1614748 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1615438.625000 Penalty: 927.168640
	Iteration 8Q: 3 clusters Score -1615439 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1616011.875000 Penalty: 927.168640
	Iteration 9Q: 3 clusters Score -1616012 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1616562.125000 Penalty: 927.168640
	Iteration 10Q: 3 clusters Score -1616562 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1617029.250000 Penalty: 927.168640
	Iteration 11Q: 3 clusters Score -1617029 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1617367.875000 Penalty: 927.168640
	Iteration 12Q: 3 clusters Score -1617368 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1617575.375000 Penalty: 927.168640
	Iteration 13Q: 3 clusters Score -1617575 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1617700.375000 Penalty: 927.168640
	Iteration 14Q: 3 clusters Score -1617700 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1617759.125000 Penalty: 927.168640
	Iteration 15Q: 3 clusters Score -1617759 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1617786.125000 Penalty: 927.168640
	Iteration 16Q: 3 clusters Score -1617786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1617799.375000 Penalty: 927.168640
	Iteration 17Q: 3 clusters Score -1617799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1617801.375000 Penalty: 927.168640
	Iteration 18Q: 3 clusters Score -1617801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1617805.250000 Penalty: 927.168640
	Iteration 19Q: 3 clusters Score -1617805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1617812.125000 Penalty: 927.168640
	Iteration 20F: 3 clusters Score -1617812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1617808.625000 Penalty: 927.168640
	Iteration 21Q: 3 clusters Score -1617809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1617805.000000 Penalty: 927.168640
	Iteration 22Q: 3 clusters Score -1617805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1617803.875000 Penalty: 927.168640
	Iteration 23Q: 3 clusters Score -1617804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1617805.375000 Penalty: 927.168640
	Iteration 24Q: 3 clusters Score -1617805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1617807.625000 Penalty: 927.168640
	Iteration 25Q: 3 clusters Score -1617808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1617808.375000 Penalty: 927.168640
	Iteration 26Q: 3 clusters Score -1617808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1617810.500000 Penalty: 927.168640
	Iteration 27Q: 3 clusters Score -1617810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1617809.250000 Penalty: 927.168640
	Iteration 28Q: 3 clusters Score -1617809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1617807.000000 Penalty: 927.168640
	Iteration 29Q: 3 clusters Score -1617807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1617808.000000 Penalty: 927.168640
	Iteration 30Q: 3 clusters Score -1617808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1617809.125000 Penalty: 927.168640
	Iteration 31Q: 3 clusters Score -1617809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1617809.125000 Penalty: 927.168640
	Iteration 32F: 3 clusters Score -1617809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -173672.546875 Penalty: 362.384888
	Iteration 0F: 2 clusters Score -173672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -171647.953125 Penalty: 724.769775
	Iteration 0F: 3 clusters Score -171648 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -172414.640625 Penalty: 724.769775
	Iteration 1F: 3 clusters Score -172414.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -172585.437500 Penalty: 724.769775
	Iteration 2F: 3 clusters Score -172585.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -172752.859375 Penalty: 724.769775
	Iteration 3F: 3 clusters Score -172752.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -172916.656250 Penalty: 724.769775
	Iteration 4F: 3 clusters Score -172916.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -173053.718750 Penalty: 724.769775
	Iteration 5F: 3 clusters Score -173053.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -173176.078125 Penalty: 724.769775
	Iteration 6Q: 3 clusters Score -173176.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -173268.500000 Penalty: 724.769775
	Iteration 7Q: 3 clusters Score -173268.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -173310.906250 Penalty: 724.769775
	Iteration 8Q: 3 clusters Score -173310.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -173331.406250 Penalty: 724.769775
	Iteration 9Q: 3 clusters Score -173331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -173341.265625 Penalty: 724.769775
	Iteration 10Q: 3 clusters Score -173341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -173345.312500 Penalty: 724.769775
	Iteration 11Q: 3 clusters Score -173345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -173348.125000 Penalty: 724.769775
	Iteration 12Q: 3 clusters Score -173348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -173352.468750 Penalty: 724.769775
	Iteration 13Q: 3 clusters Score -173352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -173354.031250 Penalty: 724.769775
	Iteration 14Q: 3 clusters Score -173354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -173354.937500 Penalty: 724.769775
	Iteration 15Q: 3 clusters Score -173354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -173356.578125 Penalty: 724.769775
	Iteration 16Q: 3 clusters Score -173356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -173356.578125 Penalty: 724.769775
	Iteration 17F: 3 clusters Score -173356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Entering Unmasked Estep 
Score: -811514.500000 Penalty: 432.795959
	Iteration 0F: 2 clusters Score -811514.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -802594.125000 Penalty: 865.591919
	Iteration 0F: 3 clusters Score -802594.1 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -806677.500000 Penalty: 865.591919
	Iteration 1F: 3 clusters Score -806677.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -807288.562500 Penalty: 865.591919
	Iteration 2F: 3 clusters Score -807288.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -808012.062500 Penalty: 865.591919
	Iteration 3F: 3 clusters Score -808012.1 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -808747.000000 Penalty: 865.591919
	Iteration 4F: 3 clusters Score -808747 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -809240.250000 Penalty: 865.591919
	Iteration 5F: 3 clusters Score -809240.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -809425.062500 Penalty: 865.591919
	Iteration 6Q: 3 clusters Score -809425.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -809500.312500 Penalty: 865.591919
	Iteration 7Q: 3 clusters Score -809500.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -809543.562500 Penalty: 865.591919
	Iteration 8Q: 3 clusters Score -809543.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -809577.000000 Penalty: 865.591919
	Iteration 9Q: 3 clusters Score -809577 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -809607.625000 Penalty: 865.591919
	Iteration 10Q: 3 clusters Score -809607.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -809639.562500 Penalty: 865.591919
	Iteration 11Q: 3 clusters Score -809639.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -809680.562500 Penalty: 865.591919
	Iteration 12Q: 3 clusters Score -809680.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -809722.625000 Penalty: 865.591919
	Iteration 13Q: 3 clusters Score -809722.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -809768.125000 Penalty: 865.591919
	Iteration 14Q: 3 clusters Score -809768.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -809826.937500 Penalty: 865.591919
	Iteration 15Q: 3 clusters Score -809826.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -809884.375000 Penalty: 865.591919
	Iteration 16Q: 3 clusters Score -809884.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -809941.875000 Penalty: 865.591919
	Iteration 17Q: 3 clusters Score -809941.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -809994.312500 Penalty: 865.591919
	Iteration 18Q: 3 clusters Score -809994.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -810073.500000 Penalty: 865.591919
	Iteration 19Q: 3 clusters Score -810073.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -810158.125000 Penalty: 865.591919
	Iteration 20F: 3 clusters Score -810158.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -810241.375000 Penalty: 865.591919
	Iteration 21Q: 3 clusters Score -810241.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -810322.562500 Penalty: 865.591919
	Iteration 22Q: 3 clusters Score -810322.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -810400.625000 Penalty: 865.591919
	Iteration 23Q: 3 clusters Score -810400.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -810466.812500 Penalty: 865.591919
	Iteration 24Q: 3 clusters Score -810466.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -810518.437500 Penalty: 865.591919
	Iteration 25Q: 3 clusters Score -810518.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -810546.312500 Penalty: 865.591919
	Iteration 26Q: 3 clusters Score -810546.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -810568.062500 Penalty: 865.591919
	Iteration 27Q: 3 clusters Score -810568.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -810581.750000 Penalty: 865.591919
	Iteration 28Q: 3 clusters Score -810581.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -810589.937500 Penalty: 865.591919
	Iteration 29Q: 3 clusters Score -810589.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -810594.750000 Penalty: 865.591919
	Iteration 30Q: 3 clusters Score -810594.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -810602.000000 Penalty: 865.591919
	Iteration 31Q: 3 clusters Score -810602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -810610.937500 Penalty: 865.591919
	Iteration 32Q: 3 clusters Score -810610.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -810617.250000 Penalty: 865.591919
	Iteration 33Q: 3 clusters Score -810617.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -810624.500000 Penalty: 865.591919
	Iteration 34Q: 3 clusters Score -810624.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -810637.062500 Penalty: 865.591919
	Iteration 35Q: 3 clusters Score -810637.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -810648.562500 Penalty: 865.591919
	Iteration 36Q: 3 clusters Score -810648.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -810655.750000 Penalty: 865.591919
	Iteration 37Q: 3 clusters Score -810655.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -810661.937500 Penalty: 865.591919
	Iteration 38Q: 3 clusters Score -810661.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -810670.437500 Penalty: 865.591919
	Iteration 39Q: 3 clusters Score -810670.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -810672.437500 Penalty: 865.591919
	Iteration 40F: 3 clusters Score -810672.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -810682.000000 Penalty: 865.591919
	Iteration 41Q: 3 clusters Score -810682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -810685.562500 Penalty: 865.591919
	Iteration 42Q: 3 clusters Score -810685.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -810691.437500 Penalty: 865.591919
	Iteration 43Q: 3 clusters Score -810691.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -810698.187500 Penalty: 865.591919
	Iteration 44Q: 3 clusters Score -810698.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -810704.937500 Penalty: 865.591919
	Iteration 45Q: 3 clusters Score -810704.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -810719.187500 Penalty: 865.591919
	Iteration 46Q: 3 clusters Score -810719.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -810738.812500 Penalty: 865.591919
	Iteration 47Q: 3 clusters Score -810738.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -810750.187500 Penalty: 865.591919
	Iteration 48Q: 3 clusters Score -810750.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -810768.625000 Penalty: 865.591919
	Iteration 49Q: 3 clusters Score -810768.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -810785.750000 Penalty: 865.591919
	Iteration 50Q: 3 clusters Score -810785.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -810804.562500 Penalty: 865.591919
	Iteration 51Q: 3 clusters Score -810804.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -810820.312500 Penalty: 865.591919
	Iteration 52Q: 3 clusters Score -810820.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -810838.875000 Penalty: 865.591919
	Iteration 53Q: 3 clusters Score -810838.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -810862.500000 Penalty: 865.591919
	Iteration 54Q: 3 clusters Score -810862.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -810886.625000 Penalty: 865.591919
	Iteration 55Q: 3 clusters Score -810886.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -810909.000000 Penalty: 865.591919
	Iteration 56Q: 3 clusters Score -810909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -810930.312500 Penalty: 865.591919
	Iteration 57Q: 3 clusters Score -810930.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -810952.687500 Penalty: 865.591919
	Iteration 58Q: 3 clusters Score -810952.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -810967.062500 Penalty: 865.591919
	Iteration 59Q: 3 clusters Score -810967.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -810981.437500 Penalty: 865.591919
	Iteration 60F: 3 clusters Score -810981.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -810996.875000 Penalty: 865.591919
	Iteration 61Q: 3 clusters Score -810996.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -811010.250000 Penalty: 865.591919
	Iteration 62Q: 3 clusters Score -811010.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -811019.937500 Penalty: 865.591919
	Iteration 63Q: 3 clusters Score -811019.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -811028.437500 Penalty: 865.591919
	Iteration 64Q: 3 clusters Score -811028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -811041.312500 Penalty: 865.591919
	Iteration 65Q: 3 clusters Score -811041.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -811052.062500 Penalty: 865.591919
	Iteration 66Q: 3 clusters Score -811052.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -811059.750000 Penalty: 865.591919
	Iteration 67Q: 3 clusters Score -811059.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -811070.062500 Penalty: 865.591919
	Iteration 68Q: 3 clusters Score -811070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -811077.125000 Penalty: 865.591919
	Iteration 69Q: 3 clusters Score -811077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -811081.875000 Penalty: 865.591919
	Iteration 70Q: 3 clusters Score -811081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -811084.562500 Penalty: 865.591919
	Iteration 71Q: 3 clusters Score -811084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -811086.812500 Penalty: 865.591919
	Iteration 72Q: 3 clusters Score -811086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -811090.687500 Penalty: 865.591919
	Iteration 73Q: 3 clusters Score -811090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -811092.187500 Penalty: 865.591919
	Iteration 74Q: 3 clusters Score -811092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -811091.875000 Penalty: 865.591919
	Iteration 75Q: 3 clusters Score -811091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -811094.250000 Penalty: 865.591919
	Iteration 76Q: 3 clusters Score -811094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -811097.937500 Penalty: 865.591919
	Iteration 77Q: 3 clusters Score -811097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -811101.437500 Penalty: 865.591919
	Iteration 78Q: 3 clusters Score -811101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -811105.437500 Penalty: 865.591919
	Iteration 79Q: 3 clusters Score -811105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -811112.375000 Penalty: 865.591919
	Iteration 80F: 3 clusters Score -811112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -811115.125000 Penalty: 865.591919
	Iteration 81Q: 3 clusters Score -811115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -811121.750000 Penalty: 865.591919
	Iteration 82Q: 3 clusters Score -811121.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -811132.312500 Penalty: 865.591919
	Iteration 83Q: 3 clusters Score -811132.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -811138.750000 Penalty: 865.591919
	Iteration 84Q: 3 clusters Score -811138.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -811146.937500 Penalty: 865.591919
	Iteration 85Q: 3 clusters Score -811146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -811152.812500 Penalty: 865.591919
	Iteration 86Q: 3 clusters Score -811152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -811158.625000 Penalty: 865.591919
	Iteration 87Q: 3 clusters Score -811158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -811166.500000 Penalty: 865.591919
	Iteration 88Q: 3 clusters Score -811166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -811171.500000 Penalty: 865.591919
	Iteration 89Q: 3 clusters Score -811171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -811174.750000 Penalty: 865.591919
	Iteration 90Q: 3 clusters Score -811174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -811177.500000 Penalty: 865.591919
	Iteration 91Q: 3 clusters Score -811177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -811184.187500 Penalty: 865.591919
	Iteration 92Q: 3 clusters Score -811184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -811193.687500 Penalty: 865.591919
	Iteration 93Q: 3 clusters Score -811193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -811200.250000 Penalty: 865.591919
	Iteration 94Q: 3 clusters Score -811200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -811208.312500 Penalty: 865.591919
	Iteration 95Q: 3 clusters Score -811208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -811212.875000 Penalty: 865.591919
	Iteration 96Q: 3 clusters Score -811212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -811215.000000 Penalty: 865.591919
	Iteration 97Q: 3 clusters Score -811215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -811217.312500 Penalty: 865.591919
	Iteration 98Q: 3 clusters Score -811217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -811219.937500 Penalty: 865.591919
	Iteration 99Q: 3 clusters Score -811219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -811220.187500 Penalty: 865.591919
	Iteration 100F: 3 clusters Score -811220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -811222.312500 Penalty: 865.591919
	Iteration 101Q: 3 clusters Score -811222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -811223.375000 Penalty: 865.591919
	Iteration 102Q: 3 clusters Score -811223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -811224.687500 Penalty: 865.591919
	Iteration 103Q: 3 clusters Score -811224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -811226.187500 Penalty: 865.591919
	Iteration 104Q: 3 clusters Score -811226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -811226.125000 Penalty: 865.591919
	Iteration 105Q: 3 clusters Score -811226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -811226.125000 Penalty: 865.591919
	Iteration 106F: 3 clusters Score -811226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Entering Unmasked Estep 
Score: -4374609.500000 Penalty: 509.454529
	Iteration 0F: 2 clusters Score -4374610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4325534.500000 Penalty: 1018.909058
	Iteration 0F: 3 clusters Score -4325534 nChanged 35542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4347299.000000 Penalty: 1018.909058
	Iteration 1F: 3 clusters Score -4347299 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4348832.500000 Penalty: 1018.909058
	Iteration 2Q: 3 clusters Score -4348832 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -4351425.500000 Penalty: 1018.909058
	Iteration 3F: 3 clusters Score -4351426 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4355487.000000 Penalty: 1018.909058
	Iteration 4F: 3 clusters Score -4355487 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4360989.500000 Penalty: 1018.909058
	Iteration 5F: 3 clusters Score -4360990 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4366376.000000 Penalty: 1018.909058
	Iteration 6F: 3 clusters Score -4366376 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4370214.000000 Penalty: 1018.909058
	Iteration 7F: 3 clusters Score -4370214 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4372435.000000 Penalty: 1018.909058
	Iteration 8Q: 3 clusters Score -4372435 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4373483.500000 Penalty: 1018.909058
	Iteration 9Q: 3 clusters Score -4373484 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4373860.000000 Penalty: 1018.909058
	Iteration 10Q: 3 clusters Score -4373860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4374015.500000 Penalty: 1018.909058
	Iteration 11Q: 3 clusters Score -4374016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4374101.000000 Penalty: 1018.909058
	Iteration 12Q: 3 clusters Score -4374101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4374133.500000 Penalty: 1018.909058
	Iteration 13Q: 3 clusters Score -4374134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4374144.000000 Penalty: 1018.909058
	Iteration 14Q: 3 clusters Score -4374144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4374148.000000 Penalty: 1018.909058
	Iteration 15Q: 3 clusters Score -4374148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4374149.500000 Penalty: 1018.909058
	Iteration 16Q: 3 clusters Score -4374150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4374152.000000 Penalty: 1018.909058
	Iteration 17Q: 3 clusters Score -4374152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4374156.000000 Penalty: 1018.909058
	Iteration 18Q: 3 clusters Score -4374156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4374156.000000 Penalty: 1018.909058
	Iteration 19Q: 3 clusters Score -4374156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4374160.500000 Penalty: 1018.909058
	Iteration 20F: 3 clusters Score -4374160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4374164.500000 Penalty: 1018.909058
	Iteration 21Q: 3 clusters Score -4374164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4374168.000000 Penalty: 1018.909058
	Iteration 22Q: 3 clusters Score -4374168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4374170.000000 Penalty: 1018.909058
	Iteration 23Q: 3 clusters Score -4374170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4374170.000000 Penalty: 1018.909058
	Iteration 24F: 3 clusters Score -4374170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (117829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Entering Unmasked Estep 
Score: -7044176.500000 Penalty: 531.303040
	Iteration 0F: 2 clusters Score -7044176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -6966587.500000 Penalty: 1062.606079
	Iteration 0F: 3 clusters Score -6966588 nChanged 57758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -7002839.500000 Penalty: 1062.606079
	Iteration 1F: 3 clusters Score -7002840 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -7005610.000000 Penalty: 1062.606079
	Iteration 2Q: 3 clusters Score -7005610 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -7010067.500000 Penalty: 1062.606079
	Iteration 3F: 3 clusters Score -7010068 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -7016467.000000 Penalty: 1062.606079
	Iteration 4F: 3 clusters Score -7016467 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -7023507.500000 Penalty: 1062.606079
	Iteration 5F: 3 clusters Score -7023508 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -7028704.500000 Penalty: 1062.606079
	Iteration 6F: 3 clusters Score -7028704 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -7031400.500000 Penalty: 1062.606079
	Iteration 7Q: 3 clusters Score -7031400 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -7033172.500000 Penalty: 1062.606079
	Iteration 8Q: 3 clusters Score -7033172 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -7034660.500000 Penalty: 1062.606079
	Iteration 9Q: 3 clusters Score -7034660 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -7036149.500000 Penalty: 1062.606079
	Iteration 10Q: 3 clusters Score -7036150 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 107407 members 
Entering Unmasked Estep 
Score: -7037495.000000 Penalty: 1062.606079
	Iteration 11Q: 3 clusters Score -7037495 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -7038691.000000 Penalty: 1062.606079
	Iteration 12Q: 3 clusters Score -7038691 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -7039761.000000 Penalty: 1062.606079
	Iteration 13Q: 3 clusters Score -7039761 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -7040776.000000 Penalty: 1062.606079
	Iteration 14Q: 3 clusters Score -7040776 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -7041568.500000 Penalty: 1062.606079
	Iteration 15Q: 3 clusters Score -7041568 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -7042157.000000 Penalty: 1062.606079
	Iteration 16Q: 3 clusters Score -7042157 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -7042612.500000 Penalty: 1062.606079
	Iteration 17Q: 3 clusters Score -7042612 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -7042936.000000 Penalty: 1062.606079
	Iteration 18Q: 3 clusters Score -7042936 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 116732 members 
Entering Unmasked Estep 
Score: -7043158.000000 Penalty: 1062.606079
	Iteration 19Q: 3 clusters Score -7043158 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 116972 members 
Entering Unmasked Estep 
Score: -7043301.000000 Penalty: 1062.606079
	Iteration 20F: 3 clusters Score -7043301 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 117145 members 
Entering Unmasked Estep 
Score: -7043418.500000 Penalty: 1062.606079
	Iteration 21Q: 3 clusters Score -7043418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -7043503.000000 Penalty: 1062.606079
	Iteration 22Q: 3 clusters Score -7043503 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -7043572.000000 Penalty: 1062.606079
	Iteration 23Q: 3 clusters Score -7043572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -7043634.000000 Penalty: 1062.606079
	Iteration 24Q: 3 clusters Score -7043634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -7043656.000000 Penalty: 1062.606079
	Iteration 25Q: 3 clusters Score -7043656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -7043673.000000 Penalty: 1062.606079
	Iteration 26Q: 3 clusters Score -7043673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117535 members 
Entering Unmasked Estep 
Score: -7043690.500000 Penalty: 1062.606079
	Iteration 27Q: 3 clusters Score -7043690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 117550 members 
Entering Unmasked Estep 
Score: -7043696.500000 Penalty: 1062.606079
	Iteration 28Q: 3 clusters Score -7043696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -7043707.000000 Penalty: 1062.606079
	Iteration 29Q: 3 clusters Score -7043707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117575 members 
Entering Unmasked Estep 
Score: -7043712.500000 Penalty: 1062.606079
	Iteration 30Q: 3 clusters Score -7043712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -7043718.000000 Penalty: 1062.606079
	Iteration 31Q: 3 clusters Score -7043718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -7043733.000000 Penalty: 1062.606079
	Iteration 32Q: 3 clusters Score -7043733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -7043730.500000 Penalty: 1062.606079
	Iteration 33Q: 3 clusters Score -7043730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 117597 members 
Entering Unmasked Estep 
Score: -7043731.500000 Penalty: 1062.606079
	Iteration 34Q: 3 clusters Score -7043732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 117602 members 
Entering Unmasked Estep 
Score: -7043740.000000 Penalty: 1062.606079
	Iteration 35Q: 3 clusters Score -7043740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -7043743.500000 Penalty: 1062.606079
	Iteration 36Q: 3 clusters Score -7043744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -7043745.000000 Penalty: 1062.606079
	Iteration 37Q: 3 clusters Score -7043745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -7043751.000000 Penalty: 1062.606079
	Iteration 38Q: 3 clusters Score -7043751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -7043748.000000 Penalty: 1062.606079
	Iteration 39Q: 3 clusters Score -7043748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -7043755.000000 Penalty: 1062.606079
	Iteration 40F: 3 clusters Score -7043755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -7043753.500000 Penalty: 1062.606079
	Iteration 41Q: 3 clusters Score -7043754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -7043757.500000 Penalty: 1062.606079
	Iteration 42Q: 3 clusters Score -7043758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -7043757.500000 Penalty: 1062.606079
	Iteration 43F: 3 clusters Score -7043758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 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 429 members 
Entering Unmasked Estep 
Score: -52806.972656 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52806.97 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53021.445312 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53021.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53069.960938 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53069.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53097.031250 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53097.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53111.984375 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53111.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53128.015625 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53128.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53143.386719 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53143.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -53155.136719 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53155.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -53166.445312 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53166.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53181.527344 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53181.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53192.281250 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53192.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -53199.957031 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53199.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53208.410156 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53208.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53215.703125 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53215.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53227.203125 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53240.566406 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53240.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -53258.136719 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53258.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53273.234375 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53273.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53286.375000 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53286.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53303.406250 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -53303.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53322.859375 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -53322.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53330.878906 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -53330.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -53338.304688 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -53338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53343.464844 Penalty: 616.350342
	Iteration 23Q: 3 clusters Score -53343.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -53350.214844 Penalty: 616.350342
	Iteration 24Q: 3 clusters Score -53350.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -53357.078125 Penalty: 616.350342
	Iteration 25Q: 3 clusters Score -53357.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53362.355469 Penalty: 616.350342
	Iteration 26Q: 3 clusters Score -53362.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53366.144531 Penalty: 616.350342
	Iteration 27Q: 3 clusters Score -53366.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53369.562500 Penalty: 616.350342
	Iteration 28Q: 3 clusters Score -53369.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -53372.421875 Penalty: 616.350342
	Iteration 29Q: 3 clusters Score -53372.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53373.578125 Penalty: 616.350342
	Iteration 30Q: 3 clusters Score -53373.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53375.906250 Penalty: 616.350342
	Iteration 31Q: 3 clusters Score -53375.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53377.761719 Penalty: 616.350342
	Iteration 32Q: 3 clusters Score -53377.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53377.761719 Penalty: 616.350342
	Iteration 33F: 3 clusters Score -53377.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -93255.640625 Penalty: 337.962097
	Iteration 0F: 2 clusters Score -93255.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92031.242188 Penalty: 675.924194
	Iteration 0F: 3 clusters Score -92031.24 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -92446.851562 Penalty: 675.924194
	Iteration 1F: 3 clusters Score -92446.85 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92528.992188 Penalty: 675.924194
	Iteration 2F: 3 clusters Score -92528.99 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92596.507812 Penalty: 675.924194
	Iteration 3F: 3 clusters Score -92596.51 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -92649.703125 Penalty: 675.924194
	Iteration 4Q: 3 clusters Score -92649.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -92692.148438 Penalty: 675.924194
	Iteration 5Q: 3 clusters Score -92692.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -92722.054688 Penalty: 675.924194
	Iteration 6Q: 3 clusters Score -92722.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -92738.250000 Penalty: 675.924194
	Iteration 7Q: 3 clusters Score -92738.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -92754.734375 Penalty: 675.924194
	Iteration 8Q: 3 clusters Score -92754.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -92766.601562 Penalty: 675.924194
	Iteration 9Q: 3 clusters Score -92766.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -92776.320312 Penalty: 675.924194
	Iteration 10Q: 3 clusters Score -92776.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -92783.492188 Penalty: 675.924194
	Iteration 11Q: 3 clusters Score -92783.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -92789.304688 Penalty: 675.924194
	Iteration 12Q: 3 clusters Score -92789.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -92794.625000 Penalty: 675.924194
	Iteration 13Q: 3 clusters Score -92794.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92800.539062 Penalty: 675.924194
	Iteration 14Q: 3 clusters Score -92800.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -92808.343750 Penalty: 675.924194
	Iteration 15Q: 3 clusters Score -92808.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -92816.281250 Penalty: 675.924194
	Iteration 16Q: 3 clusters Score -92816.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -92823.531250 Penalty: 675.924194
	Iteration 17Q: 3 clusters Score -92823.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -92828.539062 Penalty: 675.924194
	Iteration 18Q: 3 clusters Score -92828.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -92832.398438 Penalty: 675.924194
	Iteration 19Q: 3 clusters Score -92832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -92834.304688 Penalty: 675.924194
	Iteration 20F: 3 clusters Score -92834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -92837.140625 Penalty: 675.924194
	Iteration 21Q: 3 clusters Score -92837.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -92841.664062 Penalty: 675.924194
	Iteration 22Q: 3 clusters Score -92841.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -92842.898438 Penalty: 675.924194
	Iteration 23Q: 3 clusters Score -92842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92844.734375 Penalty: 675.924194
	Iteration 24Q: 3 clusters Score -92844.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -92846.585938 Penalty: 675.924194
	Iteration 25Q: 3 clusters Score -92846.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92847.140625 Penalty: 675.924194
	Iteration 26Q: 3 clusters Score -92847.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -92848.593750 Penalty: 675.924194
	Iteration 27Q: 3 clusters Score -92848.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -92849.859375 Penalty: 675.924194
	Iteration 28Q: 3 clusters Score -92849.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -92850.625000 Penalty: 675.924194
	Iteration 29Q: 3 clusters Score -92850.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -92850.851562 Penalty: 675.924194
	Iteration 30Q: 3 clusters Score -92850.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -92851.406250 Penalty: 675.924194
	Iteration 31Q: 3 clusters Score -92851.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -92852.117188 Penalty: 675.924194
	Iteration 32Q: 3 clusters Score -92852.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -92853.226562 Penalty: 675.924194
	Iteration 33Q: 3 clusters Score -92853.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -92854.117188 Penalty: 675.924194
	Iteration 34Q: 3 clusters Score -92854.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -92856.078125 Penalty: 675.924194
	Iteration 35Q: 3 clusters Score -92856.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -92859.406250 Penalty: 675.924194
	Iteration 36Q: 3 clusters Score -92859.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -92862.617188 Penalty: 675.924194
	Iteration 37Q: 3 clusters Score -92862.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -92863.765625 Penalty: 675.924194
	Iteration 38Q: 3 clusters Score -92863.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -92864.664062 Penalty: 675.924194
	Iteration 39Q: 3 clusters Score -92864.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -92866.195312 Penalty: 675.924194
	Iteration 40F: 3 clusters Score -92866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -92867.453125 Penalty: 675.924194
	Iteration 41Q: 3 clusters Score -92867.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -92868.054688 Penalty: 675.924194
	Iteration 42Q: 3 clusters Score -92868.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -92869.156250 Penalty: 675.924194
	Iteration 43Q: 3 clusters Score -92869.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -92870.843750 Penalty: 675.924194
	Iteration 44Q: 3 clusters Score -92870.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -92871.093750 Penalty: 675.924194
	Iteration 45Q: 3 clusters Score -92871.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -92871.226562 Penalty: 675.924194
	Iteration 46Q: 3 clusters Score -92871.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -92871.335938 Penalty: 675.924194
	Iteration 47Q: 3 clusters Score -92871.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -92871.335938 Penalty: 675.924194
	Iteration 48F: 3 clusters Score -92871.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13921.304688 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13921.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14003.645508 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14003.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14039.114258 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14039.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14069.815430 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -14069.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14083.651367 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14083.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14088.545898 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14088.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14095.572266 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14095.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14101.051758 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14101.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14101.051758 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -14101.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Entering Unmasked Estep 
Score: -8321360.500000 Penalty: 538.759521
	Iteration 0F: 2 clusters Score -8321360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -8231763.000000 Penalty: 1077.519043
	Iteration 0F: 3 clusters Score -8231763 nChanged 67994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -8274357.000000 Penalty: 1077.519043
	Iteration 1F: 3 clusters Score -8274357 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -8278440.000000 Penalty: 1077.519043
	Iteration 2Q: 3 clusters Score -8278440 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -8285553.500000 Penalty: 1077.519043
	Iteration 3F: 3 clusters Score -8285554 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8295537.500000 Penalty: 1077.519043
	Iteration 4F: 3 clusters Score -8295538 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -8303219.000000 Penalty: 1077.519043
	Iteration 5F: 3 clusters Score -8303219 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -8305919.000000 Penalty: 1077.519043
	Iteration 6F: 3 clusters Score -8305919 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -8306918.000000 Penalty: 1077.519043
	Iteration 7Q: 3 clusters Score -8306918 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -8307594.000000 Penalty: 1077.519043
	Iteration 8Q: 3 clusters Score -8307594 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -8308388.000000 Penalty: 1077.519043
	Iteration 9Q: 3 clusters Score -8308388 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -8309125.500000 Penalty: 1077.519043
	Iteration 10Q: 3 clusters Score -8309126 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -8309852.500000 Penalty: 1077.519043
	Iteration 11Q: 3 clusters Score -8309852 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -8310610.000000 Penalty: 1077.519043
	Iteration 12Q: 3 clusters Score -8310610 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -8311454.500000 Penalty: 1077.519043
	Iteration 13Q: 3 clusters Score -8311454 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -8312297.500000 Penalty: 1077.519043
	Iteration 14Q: 3 clusters Score -8312298 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8313189.000000 Penalty: 1077.519043
	Iteration 15Q: 3 clusters Score -8313189 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -8313906.500000 Penalty: 1077.519043
	Iteration 16Q: 3 clusters Score -8313906 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -8314547.500000 Penalty: 1077.519043
	Iteration 17Q: 3 clusters Score -8314548 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8315158.000000 Penalty: 1077.519043
	Iteration 18Q: 3 clusters Score -8315158 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8316086.000000 Penalty: 1077.519043
	Iteration 19Q: 3 clusters Score -8316086 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -8317066.500000 Penalty: 1077.519043
	Iteration 20F: 3 clusters Score -8317066 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120152 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -8317983.500000 Penalty: 1077.519043
	Iteration 21Q: 3 clusters Score -8317984 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -8318948.500000 Penalty: 1077.519043
	Iteration 22Q: 3 clusters Score -8318948 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -8319653.000000 Penalty: 1077.519043
	Iteration 23Q: 3 clusters Score -8319653 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8320316.500000 Penalty: 1077.519043
	Iteration 24Q: 3 clusters Score -8320316 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8320679.500000 Penalty: 1077.519043
	Iteration 25Q: 3 clusters Score -8320680 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8320922.500000 Penalty: 1077.519043
	Iteration 26Q: 3 clusters Score -8320922 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133964 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8321116.500000 Penalty: 1077.519043
	Iteration 27Q: 3 clusters Score -8321116 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134636 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8321209.000000 Penalty: 1077.519043
	Iteration 28Q: 3 clusters Score -8321209 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135183 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8321270.500000 Penalty: 1077.519043
	Iteration 29Q: 3 clusters Score -8321270 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8321316.500000 Penalty: 1077.519043
	Iteration 30Q: 3 clusters Score -8321316 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136003 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8321353.000000 Penalty: 1077.519043
	Iteration 31Q: 3 clusters Score -8321353 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8321380.000000 Penalty: 1077.519043
	Iteration 32Q: 3 clusters Score -8321380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8321362.500000 Penalty: 1077.519043
	Iteration 33Q: 3 clusters Score -8321362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8321362.500000 Penalty: 1077.519043
	Iteration 34Q: 3 clusters Score -8321362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8321345.000000 Penalty: 1077.519043
	Iteration 35Q: 3 clusters Score -8321345 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136998 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8321340.500000 Penalty: 1077.519043
	Iteration 36Q: 3 clusters Score -8321340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8321325.500000 Penalty: 1077.519043
	Iteration 37Q: 3 clusters Score -8321326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8321295.000000 Penalty: 1077.519043
	Iteration 38Q: 3 clusters Score -8321295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8321277.000000 Penalty: 1077.519043
	Iteration 39Q: 3 clusters Score -8321277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8321257.500000 Penalty: 1077.519043
	Iteration 40F: 3 clusters Score -8321258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137505 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8321240.000000 Penalty: 1077.519043
	Iteration 41Q: 3 clusters Score -8321240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8321234.500000 Penalty: 1077.519043
	Iteration 42Q: 3 clusters Score -8321234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8321200.500000 Penalty: 1077.519043
	Iteration 43Q: 3 clusters Score -8321200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8321196.000000 Penalty: 1077.519043
	Iteration 44Q: 3 clusters Score -8321196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8321154.500000 Penalty: 1077.519043
	Iteration 45Q: 3 clusters Score -8321154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8321148.500000 Penalty: 1077.519043
	Iteration 46Q: 3 clusters Score -8321148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8321134.000000 Penalty: 1077.519043
	Iteration 47Q: 3 clusters Score -8321134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8321127.000000 Penalty: 1077.519043
	Iteration 48Q: 3 clusters Score -8321127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138019 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8321102.500000 Penalty: 1077.519043
	Iteration 49Q: 3 clusters Score -8321102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8321097.000000 Penalty: 1077.519043
	Iteration 50Q: 3 clusters Score -8321097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8321087.500000 Penalty: 1077.519043
	Iteration 51Q: 3 clusters Score -8321088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8321089.000000 Penalty: 1077.519043
	Iteration 52Q: 3 clusters Score -8321089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8321074.000000 Penalty: 1077.519043
	Iteration 53Q: 3 clusters Score -8321074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8321068.500000 Penalty: 1077.519043
	Iteration 54Q: 3 clusters Score -8321068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8321046.500000 Penalty: 1077.519043
	Iteration 55Q: 3 clusters Score -8321046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8321043.000000 Penalty: 1077.519043
	Iteration 56Q: 3 clusters Score -8321043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8321039.500000 Penalty: 1077.519043
	Iteration 57Q: 3 clusters Score -8321040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8321033.500000 Penalty: 1077.519043
	Iteration 58Q: 3 clusters Score -8321034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8321039.000000 Penalty: 1077.519043
	Iteration 59Q: 3 clusters Score -8321039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8321034.500000 Penalty: 1077.519043
	Iteration 60F: 3 clusters Score -8321034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8321040.500000 Penalty: 1077.519043
	Iteration 61Q: 3 clusters Score -8321040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8321045.000000 Penalty: 1077.519043
	Iteration 62Q: 3 clusters Score -8321045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138390 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8321029.500000 Penalty: 1077.519043
	Iteration 63Q: 3 clusters Score -8321030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8321032.000000 Penalty: 1077.519043
	Iteration 64Q: 3 clusters Score -8321032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8321036.000000 Penalty: 1077.519043
	Iteration 65Q: 3 clusters Score -8321036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8321034.500000 Penalty: 1077.519043
	Iteration 66Q: 3 clusters Score -8321034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8321040.000000 Penalty: 1077.519043
	Iteration 67Q: 3 clusters Score -8321040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138426 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8321032.000000 Penalty: 1077.519043
	Iteration 68Q: 3 clusters Score -8321032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8321044.000000 Penalty: 1077.519043
	Iteration 69Q: 3 clusters Score -8321044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138456 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8321041.000000 Penalty: 1077.519043
	Iteration 70Q: 3 clusters Score -8321041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8321040.500000 Penalty: 1077.519043
	Iteration 71Q: 3 clusters Score -8321040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8321029.500000 Penalty: 1077.519043
	Iteration 72Q: 3 clusters Score -8321030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8321030.500000 Penalty: 1077.519043
	Iteration 73Q: 3 clusters Score -8321030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138488 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8321022.000000 Penalty: 1077.519043
	Iteration 74Q: 3 clusters Score -8321022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8321023.500000 Penalty: 1077.519043
	Iteration 75Q: 3 clusters Score -8321024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8321018.500000 Penalty: 1077.519043
	Iteration 76Q: 3 clusters Score -8321018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138505 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8321018.000000 Penalty: 1077.519043
	Iteration 77Q: 3 clusters Score -8321018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8321020.500000 Penalty: 1077.519043
	Iteration 78Q: 3 clusters Score -8321020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8321010.000000 Penalty: 1077.519043
	Iteration 79Q: 3 clusters Score -8321010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8321015.500000 Penalty: 1077.519043
	Iteration 80F: 3 clusters Score -8321016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8321016.000000 Penalty: 1077.519043
	Iteration 81Q: 3 clusters Score -8321016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8321014.500000 Penalty: 1077.519043
	Iteration 82Q: 3 clusters Score -8321014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8321012.000000 Penalty: 1077.519043
	Iteration 83Q: 3 clusters Score -8321012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138537 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8321015.000000 Penalty: 1077.519043
	Iteration 84Q: 3 clusters Score -8321015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8321017.500000 Penalty: 1077.519043
	Iteration 85Q: 3 clusters Score -8321018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8321017.500000 Penalty: 1077.519043
	Iteration 86F: 3 clusters Score -8321018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -574749.187500 Penalty: 417.118195
	Iteration 0F: 2 clusters Score -574749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -568454.000000 Penalty: 834.236389
	Iteration 0F: 3 clusters Score -568454 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -570980.375000 Penalty: 834.236389
	Iteration 1F: 3 clusters Score -570980.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -571316.812500 Penalty: 834.236389
	Iteration 2F: 3 clusters Score -571316.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -571745.625000 Penalty: 834.236389
	Iteration 3F: 3 clusters Score -571745.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -572303.500000 Penalty: 834.236389
	Iteration 4F: 3 clusters Score -572303.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -572942.375000 Penalty: 834.236389
	Iteration 5F: 3 clusters Score -572942.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -573536.125000 Penalty: 834.236389
	Iteration 6F: 3 clusters Score -573536.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -573934.500000 Penalty: 834.236389
	Iteration 7Q: 3 clusters Score -573934.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -574154.750000 Penalty: 834.236389
	Iteration 8Q: 3 clusters Score -574154.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -574265.375000 Penalty: 834.236389
	Iteration 9Q: 3 clusters Score -574265.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -574316.500000 Penalty: 834.236389
	Iteration 10Q: 3 clusters Score -574316.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -574346.250000 Penalty: 834.236389
	Iteration 11Q: 3 clusters Score -574346.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -574360.687500 Penalty: 834.236389
	Iteration 12Q: 3 clusters Score -574360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -574373.750000 Penalty: 834.236389
	Iteration 13Q: 3 clusters Score -574373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -574383.875000 Penalty: 834.236389
	Iteration 14Q: 3 clusters Score -574383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -574386.812500 Penalty: 834.236389
	Iteration 15Q: 3 clusters Score -574386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -574388.000000 Penalty: 834.236389
	Iteration 16Q: 3 clusters Score -574388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -574390.625000 Penalty: 834.236389
	Iteration 17Q: 3 clusters Score -574390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -574390.625000 Penalty: 834.236389
	Iteration 18F: 3 clusters Score -574390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Entering Unmasked Estep 
Score: -6702314.500000 Penalty: 528.923401
	Iteration 0F: 2 clusters Score -6702314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -6627011.000000 Penalty: 1057.846802
	Iteration 0F: 3 clusters Score -6627011 nChanged 54751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6660793.500000 Penalty: 1057.846802
	Iteration 1F: 3 clusters Score -6660794 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6663720.000000 Penalty: 1057.846802
	Iteration 2Q: 3 clusters Score -6663720 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -6669189.500000 Penalty: 1057.846802
	Iteration 3F: 3 clusters Score -6669190 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -6677109.000000 Penalty: 1057.846802
	Iteration 4F: 3 clusters Score -6677109 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6685285.000000 Penalty: 1057.846802
	Iteration 5F: 3 clusters Score -6685285 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -6691369.000000 Penalty: 1057.846802
	Iteration 6F: 3 clusters Score -6691369 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -6695621.500000 Penalty: 1057.846802
	Iteration 7Q: 3 clusters Score -6695622 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6698383.500000 Penalty: 1057.846802
	Iteration 8Q: 3 clusters Score -6698384 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6700028.500000 Penalty: 1057.846802
	Iteration 9Q: 3 clusters Score -6700028 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6700960.000000 Penalty: 1057.846802
	Iteration 10Q: 3 clusters Score -6700960 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6701457.500000 Penalty: 1057.846802
	Iteration 11Q: 3 clusters Score -6701458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6701686.000000 Penalty: 1057.846802
	Iteration 12Q: 3 clusters Score -6701686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6701765.500000 Penalty: 1057.846802
	Iteration 13Q: 3 clusters Score -6701766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6701799.500000 Penalty: 1057.846802
	Iteration 14Q: 3 clusters Score -6701800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6701819.000000 Penalty: 1057.846802
	Iteration 15Q: 3 clusters Score -6701819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6701827.000000 Penalty: 1057.846802
	Iteration 16Q: 3 clusters Score -6701827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6701829.000000 Penalty: 1057.846802
	Iteration 17Q: 3 clusters Score -6701829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6701827.000000 Penalty: 1057.846802
	Iteration 18Q: 3 clusters Score -6701827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6701827.000000 Penalty: 1057.846802
	Iteration 19F: 3 clusters Score -6701827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8067.953125 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8067.953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8126.526367 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8126.526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8140.088867 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8140.089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8143.211426 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8143.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8143.211426 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -8143.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6681.350098 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6681.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6740.046387 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6740.046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6765.730957 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6765.731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6788.240234 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6788.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6794.579102 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6794.579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6803.517578 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6803.518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6804.711914 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6804.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6804.711914 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -6804.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -271486.500000 Penalty: 383.171112
	Iteration 0F: 2 clusters Score -271486.5 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 2284 members 
Entering Unmasked Estep 
Score: -268458.156250 Penalty: 766.342224
	Iteration 0F: 3 clusters Score -268458.2 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -269728.343750 Penalty: 766.342224
	Iteration 1F: 3 clusters Score -269728.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -270137.562500 Penalty: 766.342224
	Iteration 2F: 3 clusters Score -270137.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -270620.125000 Penalty: 766.342224
	Iteration 3F: 3 clusters Score -270620.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -271040.375000 Penalty: 766.342224
	Iteration 4F: 3 clusters Score -271040.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -271313.937500 Penalty: 766.342224
	Iteration 5F: 3 clusters Score -271313.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -271419.812500 Penalty: 766.342224
	Iteration 6Q: 3 clusters Score -271419.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -271463.031250 Penalty: 766.342224
	Iteration 7Q: 3 clusters Score -271463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -271491.562500 Penalty: 766.342224
	Iteration 8Q: 3 clusters Score -271491.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -271526.718750 Penalty: 766.342224
	Iteration 9Q: 3 clusters Score -271526.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -271550.593750 Penalty: 766.342224
	Iteration 10Q: 3 clusters Score -271550.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -271564.000000 Penalty: 766.342224
	Iteration 11Q: 3 clusters Score -271564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -271576.562500 Penalty: 766.342224
	Iteration 12Q: 3 clusters Score -271576.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -271587.125000 Penalty: 766.342224
	Iteration 13Q: 3 clusters Score -271587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -271592.187500 Penalty: 766.342224
	Iteration 14Q: 3 clusters Score -271592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -271595.000000 Penalty: 766.342224
	Iteration 15Q: 3 clusters Score -271595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -271598.062500 Penalty: 766.342224
	Iteration 16Q: 3 clusters Score -271598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271601.781250 Penalty: 766.342224
	Iteration 17Q: 3 clusters Score -271601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271605.156250 Penalty: 766.342224
	Iteration 18Q: 3 clusters Score -271605.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271607.437500 Penalty: 766.342224
	Iteration 19Q: 3 clusters Score -271607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271608.062500 Penalty: 766.342224
	Iteration 20F: 3 clusters Score -271608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -271608.625000 Penalty: 766.342224
	Iteration 21Q: 3 clusters Score -271608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271608.875000 Penalty: 766.342224
	Iteration 22Q: 3 clusters Score -271608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271609.500000 Penalty: 766.342224
	Iteration 23Q: 3 clusters Score -271609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -271609.562500 Penalty: 766.342224
	Iteration 24Q: 3 clusters Score -271609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271610.250000 Penalty: 766.342224
	Iteration 25Q: 3 clusters Score -271610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271611.406250 Penalty: 766.342224
	Iteration 26Q: 3 clusters Score -271611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271612.125000 Penalty: 766.342224
	Iteration 27Q: 3 clusters Score -271612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271612.468750 Penalty: 766.342224
	Iteration 28Q: 3 clusters Score -271612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -271613.343750 Penalty: 766.342224
	Iteration 29Q: 3 clusters Score -271613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -271613.531250 Penalty: 766.342224
	Iteration 30Q: 3 clusters Score -271613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271615.031250 Penalty: 766.342224
	Iteration 31Q: 3 clusters Score -271615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271616.468750 Penalty: 766.342224
	Iteration 32Q: 3 clusters Score -271616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -271617.531250 Penalty: 766.342224
	Iteration 33Q: 3 clusters Score -271617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271617.625000 Penalty: 766.342224
	Iteration 34Q: 3 clusters Score -271617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -271618.375000 Penalty: 766.342224
	Iteration 35Q: 3 clusters Score -271618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271618.750000 Penalty: 766.342224
	Iteration 36Q: 3 clusters Score -271618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271619.437500 Penalty: 766.342224
	Iteration 37Q: 3 clusters Score -271619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -271619.843750 Penalty: 766.342224
	Iteration 38Q: 3 clusters Score -271619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -271620.125000 Penalty: 766.342224
	Iteration 39Q: 3 clusters Score -271620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271621.093750 Penalty: 766.342224
	Iteration 40F: 3 clusters Score -271621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271621.500000 Penalty: 766.342224
	Iteration 41Q: 3 clusters Score -271621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271621.625000 Penalty: 766.342224
	Iteration 42Q: 3 clusters Score -271621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -271621.625000 Penalty: 766.342224
	Iteration 43Q: 3 clusters Score -271621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271621.500000 Penalty: 766.342224
	Iteration 44Q: 3 clusters Score -271621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271621.875000 Penalty: 766.342224
	Iteration 45Q: 3 clusters Score -271621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271621.875000 Penalty: 766.342224
	Iteration 46F: 3 clusters Score -271621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 1067 members 
Entering Unmasked Estep 
Score: -58208048.000000 Penalty: 52866.046875
Splitting cluster 24 changes total score from -58208360.000000 to -58208048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (9839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Entering Unmasked Estep 
Score: -594541.500000 Penalty: 418.331970
	Iteration 0F: 2 clusters Score -594541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -587983.437500 Penalty: 836.663940
	Iteration 0F: 3 clusters Score -587983.4 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -590672.875000 Penalty: 836.663940
	Iteration 1F: 3 clusters Score -590672.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -591000.750000 Penalty: 836.663940
	Iteration 2F: 3 clusters Score -591000.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -591443.375000 Penalty: 836.663940
	Iteration 3F: 3 clusters Score -591443.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -592059.937500 Penalty: 836.663940
	Iteration 4F: 3 clusters Score -592059.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -592883.062500 Penalty: 836.663940
	Iteration 5F: 3 clusters Score -592883.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -593609.500000 Penalty: 836.663940
	Iteration 6F: 3 clusters Score -593609.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -593949.437500 Penalty: 836.663940
	Iteration 7Q: 3 clusters Score -593949.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -594080.937500 Penalty: 836.663940
	Iteration 8Q: 3 clusters Score -594080.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -594134.500000 Penalty: 836.663940
	Iteration 9Q: 3 clusters Score -594134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -594147.062500 Penalty: 836.663940
	Iteration 10Q: 3 clusters Score -594147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -594152.625000 Penalty: 836.663940
	Iteration 11Q: 3 clusters Score -594152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -594157.187500 Penalty: 836.663940
	Iteration 12Q: 3 clusters Score -594157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -594157.187500 Penalty: 836.663940
	Iteration 13F: 3 clusters Score -594157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 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 145 members 
Entering Unmasked Estep 
Score: -16227.168945 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16227.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16325.462891 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16325.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16354.035156 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16354.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16368.164062 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -16368.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16373.194336 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16373.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16378.582031 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16378.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16381.776367 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16381.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16387.167969 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16387.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16400.388672 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16400.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16413.259766 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16413.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16426.488281 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -16426.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16433.806641 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -16433.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16440.343750 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -16440.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16442.648438 Penalty: 516.584595
	Iteration 13Q: 3 clusters Score -16442.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16443.324219 Penalty: 516.584595
	Iteration 14Q: 3 clusters Score -16443.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16443.984375 Penalty: 516.584595
	Iteration 15Q: 3 clusters Score -16443.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16445.304688 Penalty: 516.584595
	Iteration 16Q: 3 clusters Score -16445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16445.765625 Penalty: 516.584595
	Iteration 17Q: 3 clusters Score -16445.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16446.810547 Penalty: 516.584595
	Iteration 18Q: 3 clusters Score -16446.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16447.988281 Penalty: 516.584595
	Iteration 19Q: 3 clusters Score -16447.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16447.988281 Penalty: 516.584595
	Iteration 20F: 3 clusters Score -16447.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -147426.484375 Penalty: 361.425964
	Iteration 0F: 2 clusters Score -147426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -145421.109375 Penalty: 722.851929
	Iteration 0F: 3 clusters Score -145421.1 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -146209.046875 Penalty: 722.851929
	Iteration 1F: 3 clusters Score -146209 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -146447.750000 Penalty: 722.851929
	Iteration 2F: 3 clusters Score -146447.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -146638.328125 Penalty: 722.851929
	Iteration 3F: 3 clusters Score -146638.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -146758.703125 Penalty: 722.851929
	Iteration 4F: 3 clusters Score -146758.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -146860.718750 Penalty: 722.851929
	Iteration 5Q: 3 clusters Score -146860.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -146930.281250 Penalty: 722.851929
	Iteration 6Q: 3 clusters Score -146930.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -146986.375000 Penalty: 722.851929
	Iteration 7Q: 3 clusters Score -146986.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -147021.562500 Penalty: 722.851929
	Iteration 8Q: 3 clusters Score -147021.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -147043.531250 Penalty: 722.851929
	Iteration 9Q: 3 clusters Score -147043.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -147057.750000 Penalty: 722.851929
	Iteration 10Q: 3 clusters Score -147057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -147069.796875 Penalty: 722.851929
	Iteration 11Q: 3 clusters Score -147069.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -147077.750000 Penalty: 722.851929
	Iteration 12Q: 3 clusters Score -147077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -147083.765625 Penalty: 722.851929
	Iteration 13Q: 3 clusters Score -147083.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -147088.546875 Penalty: 722.851929
	Iteration 14Q: 3 clusters Score -147088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -147094.718750 Penalty: 722.851929
	Iteration 15Q: 3 clusters Score -147094.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -147101.328125 Penalty: 722.851929
	Iteration 16Q: 3 clusters Score -147101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -147106.750000 Penalty: 722.851929
	Iteration 17Q: 3 clusters Score -147106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -147114.890625 Penalty: 722.851929
	Iteration 18Q: 3 clusters Score -147114.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147123.484375 Penalty: 722.851929
	Iteration 19Q: 3 clusters Score -147123.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -147136.031250 Penalty: 722.851929
	Iteration 20F: 3 clusters Score -147136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -147151.015625 Penalty: 722.851929
	Iteration 21Q: 3 clusters Score -147151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -147160.140625 Penalty: 722.851929
	Iteration 22Q: 3 clusters Score -147160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -147168.890625 Penalty: 722.851929
	Iteration 23Q: 3 clusters Score -147168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -147175.390625 Penalty: 722.851929
	Iteration 24Q: 3 clusters Score -147175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -147182.031250 Penalty: 722.851929
	Iteration 25Q: 3 clusters Score -147182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -147186.359375 Penalty: 722.851929
	Iteration 26Q: 3 clusters Score -147186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -147188.234375 Penalty: 722.851929
	Iteration 27Q: 3 clusters Score -147188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -147191.296875 Penalty: 722.851929
	Iteration 28Q: 3 clusters Score -147191.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -147194.250000 Penalty: 722.851929
	Iteration 29Q: 3 clusters Score -147194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -147196.109375 Penalty: 722.851929
	Iteration 30Q: 3 clusters Score -147196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -147197.593750 Penalty: 722.851929
	Iteration 31Q: 3 clusters Score -147197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -147200.359375 Penalty: 722.851929
	Iteration 32Q: 3 clusters Score -147200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -147202.234375 Penalty: 722.851929
	Iteration 33Q: 3 clusters Score -147202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -147203.625000 Penalty: 722.851929
	Iteration 34Q: 3 clusters Score -147203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -147206.468750 Penalty: 722.851929
	Iteration 35Q: 3 clusters Score -147206.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -147208.765625 Penalty: 722.851929
	Iteration 36Q: 3 clusters Score -147208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -147209.984375 Penalty: 722.851929
	Iteration 37Q: 3 clusters Score -147210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -147210.968750 Penalty: 722.851929
	Iteration 38Q: 3 clusters Score -147211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -147212.218750 Penalty: 722.851929
	Iteration 39Q: 3 clusters Score -147212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -147213.531250 Penalty: 722.851929
	Iteration 40F: 3 clusters Score -147213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -147213.515625 Penalty: 722.851929
	Iteration 41Q: 3 clusters Score -147213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -147213.906250 Penalty: 722.851929
	Iteration 42Q: 3 clusters Score -147213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -147213.796875 Penalty: 722.851929
	Iteration 43Q: 3 clusters Score -147213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -147214.109375 Penalty: 722.851929
	Iteration 44Q: 3 clusters Score -147214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -147214.109375 Penalty: 722.851929
	Iteration 45Q: 3 clusters Score -147214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -147214.109375 Penalty: 722.851929
	Iteration 46F: 3 clusters Score -147214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -183240.875000 Penalty: 366.103424
	Iteration 0F: 2 clusters Score -183240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -181028.062500 Penalty: 732.206848
	Iteration 0F: 3 clusters Score -181028.1 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -181874.812500 Penalty: 732.206848
	Iteration 1F: 3 clusters Score -181874.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -181970.328125 Penalty: 732.206848
	Iteration 2F: 3 clusters Score -181970.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -182061.562500 Penalty: 732.206848
	Iteration 3F: 3 clusters Score -182061.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -182172.062500 Penalty: 732.206848
	Iteration 4F: 3 clusters Score -182172.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182309.000000 Penalty: 732.206848
	Iteration 5F: 3 clusters Score -182309 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -182467.765625 Penalty: 732.206848
	Iteration 6F: 3 clusters Score -182467.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182622.000000 Penalty: 732.206848
	Iteration 7F: 3 clusters Score -182622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182770.281250 Penalty: 732.206848
	Iteration 8F: 3 clusters Score -182770.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182898.062500 Penalty: 732.206848
	Iteration 9Q: 3 clusters Score -182898.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -183003.296875 Penalty: 732.206848
	Iteration 10Q: 3 clusters Score -183003.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -183061.421875 Penalty: 732.206848
	Iteration 11Q: 3 clusters Score -183061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -183072.484375 Penalty: 732.206848
	Iteration 12Q: 3 clusters Score -183072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -183076.515625 Penalty: 732.206848
	Iteration 13Q: 3 clusters Score -183076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -183078.265625 Penalty: 732.206848
	Iteration 14Q: 3 clusters Score -183078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -183079.671875 Penalty: 732.206848
	Iteration 15Q: 3 clusters Score -183079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -183079.875000 Penalty: 732.206848
	Iteration 16Q: 3 clusters Score -183079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -183080.562500 Penalty: 732.206848
	Iteration 17Q: 3 clusters Score -183080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -183080.765625 Penalty: 732.206848
	Iteration 18Q: 3 clusters Score -183080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -183081.109375 Penalty: 732.206848
	Iteration 19Q: 3 clusters Score -183081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -183081.109375 Penalty: 732.206848
	Iteration 20F: 3 clusters Score -183081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9714.499023 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9714.499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9824.707031 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9824.707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9863.597656 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9863.598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9889.530273 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9889.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9907.166016 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9907.166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9917.637695 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9917.638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9928.073242 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9928.073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9936.100586 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9936.101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9943.110352 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9943.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9946.240234 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9946.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9953.450195 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -9953.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9958.848633 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -9958.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9959.804688 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -9959.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9959.804688 Penalty: 477.479187
	Iteration 13F: 3 clusters Score -9959.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34038.464844 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34038.46 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34322.875000 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34322.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -34406.125000 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34406.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34436.386719 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -34436.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34459.375000 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34459.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34486.000000 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34524.101562 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34524.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34553.234375 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34553.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34570.796875 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34576.042969 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34576.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34579.859375 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34579.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34582.734375 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34582.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -34584.691406 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34584.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -34585.257812 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34585.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -34585.257812 Penalty: 579.035522
	Iteration 14F: 3 clusters Score -34585.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 143 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 437 members 
Entering Unmasked Estep 
Score: -58208028.000000 Penalty: 52866.046875
Splitting cluster 30 changes total score from -58208360.000000 to -58208028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4891.097656 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4891.098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4977.070312 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4977.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4996.171875 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -4996.172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5010.314941 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -5010.315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5016.128418 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -5016.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5016.128418 Penalty: 473.063202
	Iteration 5F: 3 clusters Score -5016.128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29010.935547 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -29010.94 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29181.339844 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29181.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29236.546875 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29236.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29254.671875 Penalty: 564.061584
	Iteration 3Q: 3 clusters Score -29254.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29261.130859 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29261.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29264.644531 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29264.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29269.072266 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29269.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29273.642578 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29273.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29276.347656 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29276.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29279.082031 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29279.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29282.189453 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29282.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29287.169922 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -29287.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29289.669922 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -29289.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29294.783203 Penalty: 564.061584
	Iteration 13Q: 3 clusters Score -29294.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29299.078125 Penalty: 564.061584
	Iteration 14Q: 3 clusters Score -29299.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29300.830078 Penalty: 564.061584
	Iteration 15Q: 3 clusters Score -29300.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29302.320312 Penalty: 564.061584
	Iteration 16Q: 3 clusters Score -29302.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29304.218750 Penalty: 564.061584
	Iteration 17Q: 3 clusters Score -29304.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29304.914062 Penalty: 564.061584
	Iteration 18Q: 3 clusters Score -29304.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29306.333984 Penalty: 564.061584
	Iteration 19Q: 3 clusters Score -29306.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29306.578125 Penalty: 564.061584
	Iteration 20F: 3 clusters Score -29306.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48886.414062 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48886.41 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49098.691406 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49098.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49179.285156 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49179.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49251.675781 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49251.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49344.808594 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49344.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49422.488281 Penalty: 605.762085
	Iteration 5F: 3 clusters Score -49422.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49477.777344 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49477.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49518.886719 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49518.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49554.460938 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49554.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -49572.578125 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49572.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49584.410156 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49584.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49587.261719 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49587.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49587.609375 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49587.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49587.609375 Penalty: 605.762085
	Iteration 13F: 3 clusters Score -49587.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 262 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 516 members 
Entering Unmasked Estep 
Score: -58207972.000000 Penalty: 52866.046875
Splitting cluster 33 changes total score from -58208360.000000 to -58207972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -356607.218750 Penalty: 396.288177
	Iteration 0F: 2 clusters Score -356607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -352541.250000 Penalty: 792.576355
	Iteration 0F: 3 clusters Score -352541.2 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -354121.312500 Penalty: 792.576355
	Iteration 1F: 3 clusters Score -354121.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -354322.593750 Penalty: 792.576355
	Iteration 2F: 3 clusters Score -354322.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -354544.875000 Penalty: 792.576355
	Iteration 3F: 3 clusters Score -354544.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -354798.218750 Penalty: 792.576355
	Iteration 4F: 3 clusters Score -354798.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -355034.343750 Penalty: 792.576355
	Iteration 5F: 3 clusters Score -355034.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -355227.718750 Penalty: 792.576355
	Iteration 6F: 3 clusters Score -355227.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -355384.406250 Penalty: 792.576355
	Iteration 7Q: 3 clusters Score -355384.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -355507.937500 Penalty: 792.576355
	Iteration 8Q: 3 clusters Score -355507.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -355602.000000 Penalty: 792.576355
	Iteration 9Q: 3 clusters Score -355602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -355684.156250 Penalty: 792.576355
	Iteration 10Q: 3 clusters Score -355684.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -355780.968750 Penalty: 792.576355
	Iteration 11Q: 3 clusters Score -355781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -355872.875000 Penalty: 792.576355
	Iteration 12Q: 3 clusters Score -355872.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -355949.812500 Penalty: 792.576355
	Iteration 13Q: 3 clusters Score -355949.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -356029.125000 Penalty: 792.576355
	Iteration 14Q: 3 clusters Score -356029.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -356119.062500 Penalty: 792.576355
	Iteration 15Q: 3 clusters Score -356119.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -356199.062500 Penalty: 792.576355
	Iteration 16Q: 3 clusters Score -356199.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -356271.625000 Penalty: 792.576355
	Iteration 17Q: 3 clusters Score -356271.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -356335.281250 Penalty: 792.576355
	Iteration 18Q: 3 clusters Score -356335.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -356401.937500 Penalty: 792.576355
	Iteration 19Q: 3 clusters Score -356401.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -356450.718750 Penalty: 792.576355
	Iteration 20F: 3 clusters Score -356450.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -356470.593750 Penalty: 792.576355
	Iteration 21Q: 3 clusters Score -356470.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -356484.687500 Penalty: 792.576355
	Iteration 22Q: 3 clusters Score -356484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -356492.625000 Penalty: 792.576355
	Iteration 23Q: 3 clusters Score -356492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -356495.062500 Penalty: 792.576355
	Iteration 24Q: 3 clusters Score -356495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -356497.156250 Penalty: 792.576355
	Iteration 25Q: 3 clusters Score -356497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -356499.468750 Penalty: 792.576355
	Iteration 26Q: 3 clusters Score -356499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -356501.062500 Penalty: 792.576355
	Iteration 27Q: 3 clusters Score -356501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -356501.000000 Penalty: 792.576355
	Iteration 28Q: 3 clusters Score -356501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -356501.000000 Penalty: 792.576355
	Iteration 29F: 3 clusters Score -356501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50339.203125 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50339.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50568.953125 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50568.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50634.351562 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50634.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50700.718750 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50700.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50746.957031 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -50746.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50780.429688 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50780.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50802.515625 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50802.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50818.472656 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50818.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50825.246094 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50825.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50828.835938 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50828.84 nChanged 3
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: -50829.808594 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50829.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50829.925781 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50829.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50829.925781 Penalty: 615.303101
	Iteration 12F: 3 clusters Score -50829.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13316.534180 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13316.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13388.295898 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13388.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13421.442383 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13421.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13427.119141 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -13427.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13430.158203 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13430.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13431.562500 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13431.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13434.551758 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13434.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13443.208008 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13443.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13454.245117 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13454.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13462.795898 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -13462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13472.441406 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -13472.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13474.289062 Penalty: 491.643646
	Iteration 11Q: 3 clusters Score -13474.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13475.655273 Penalty: 491.643646
	Iteration 12Q: 3 clusters Score -13475.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13476.269531 Penalty: 491.643646
	Iteration 13Q: 3 clusters Score -13476.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13476.269531 Penalty: 491.643646
	Iteration 14F: 3 clusters Score -13476.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -13353.418945 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -13353.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13045.182617 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -13045.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13152.613281 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -13152.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13183.267578 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -13183.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13201.703125 Penalty: 513.735657
	Iteration 3Q: 3 clusters Score -13201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13218.664062 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -13218.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13227.949219 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -13227.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13230.364258 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -13230.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13233.014648 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -13233.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13233.014648 Penalty: 513.735657
	Iteration 8F: 3 clusters Score -13233.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11478.224609 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11478.22 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11649.857422 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11649.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11725.899414 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11746.029297 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11746.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11750.750977 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11750.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11753.905273 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11753.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11754.029297 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11754.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11754.029297 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -11754.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10400.497070 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10400.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10516.588867 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10516.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10605.820312 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10605.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10690.673828 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10690.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10701.074219 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10701.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10708.247070 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10708.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10714.868164 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10714.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10725.606445 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10725.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10738.727539 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10738.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10748.344727 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10748.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10763.396484 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10793.180664 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -10793.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10806.584961 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -10806.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10806.939453 Penalty: 477.479187
	Iteration 13F: 3 clusters Score -10806.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10832.288086 Penalty: 477.479187
	Iteration 14Q: 3 clusters Score -10832.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10832.288086 Penalty: 477.479187
	Iteration 15F: 3 clusters Score -10832.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 79 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 111 members 
Entering Unmasked Estep 
Score: -58208084.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58208360.000000 to -58208084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -40991.101562 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -40991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40360.589844 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -40360.59 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40541.031250 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -40541.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40570.664062 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -40570.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40585.117188 Penalty: 597.567200
	Iteration 3Q: 3 clusters Score -40585.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40595.085938 Penalty: 597.567200
	Iteration 4Q: 3 clusters Score -40595.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40600.351562 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -40600.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40607.480469 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -40607.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40615.484375 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -40615.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40620.566406 Penalty: 597.567200
	Iteration 8Q: 3 clusters Score -40620.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40623.480469 Penalty: 597.567200
	Iteration 9Q: 3 clusters Score -40623.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40627.632812 Penalty: 597.567200
	Iteration 10Q: 3 clusters Score -40627.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40632.750000 Penalty: 597.567200
	Iteration 11Q: 3 clusters Score -40632.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40635.859375 Penalty: 597.567200
	Iteration 12Q: 3 clusters Score -40635.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40638.902344 Penalty: 597.567200
	Iteration 13Q: 3 clusters Score -40638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40643.265625 Penalty: 597.567200
	Iteration 14Q: 3 clusters Score -40643.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40646.261719 Penalty: 597.567200
	Iteration 15Q: 3 clusters Score -40646.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40646.718750 Penalty: 597.567200
	Iteration 16Q: 3 clusters Score -40646.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40646.718750 Penalty: 597.567200
	Iteration 17F: 3 clusters Score -40646.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10069.320312 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10069.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10164.781250 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10164.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10188.608398 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10188.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10197.884766 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -10197.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10200.465820 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10200.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10201.564453 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10201.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10201.564453 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -10201.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 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 302 members 
Entering Unmasked Estep 
Score: -35066.292969 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35066.29 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35233.722656 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35233.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35317.269531 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35317.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35401.214844 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35401.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35443.757812 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35443.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35462.339844 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35462.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35478.164062 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35478.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35498.132812 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35498.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35511.824219 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35511.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35518.031250 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35518.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35520.582031 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35520.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35521.109375 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35521.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35521.175781 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35521.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35521.175781 Penalty: 581.511902
	Iteration 13F: 3 clusters Score -35521.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9307.098633 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9307.099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9395.629883 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9395.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9404.323242 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -9404.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9408.272461 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -9408.272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9412.141602 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9412.142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9418.071289 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -9418.071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9428.787109 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -9428.787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9438.025391 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -9438.025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9445.667969 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -9445.668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9449.057617 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -9449.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9461.630859 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -9461.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9488.244141 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -9488.244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9490.652344 Penalty: 470.514038
	Iteration 12Q: 3 clusters Score -9490.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9490.652344 Penalty: 470.514038
	Iteration 13F: 3 clusters Score -9490.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10468.783203 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10468.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10546.550781 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10546.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10576.472656 Penalty: 472.559082
	Iteration 2Q: 3 clusters Score -10576.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10581.008789 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10581.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10587.618164 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10587.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10590.578125 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10590.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10591.256836 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10591.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10591.256836 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -10591.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 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 406 members 
Entering Unmasked Estep 
Score: -44852.339844 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44852.34 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45182.101562 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45182.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45246.234375 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45246.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45284.953125 Penalty: 608.640259
	Iteration 3Q: 3 clusters Score -45284.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45315.101562 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -45315.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45340.472656 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45340.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45353.070312 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45353.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45362.882812 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45362.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45366.480469 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45366.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45369.382812 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45369.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45372.343750 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45372.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45372.835938 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45372.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45372.964844 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45372.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45373.375000 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45373.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45373.757812 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45373.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45373.914062 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -45373.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45373.652344 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -45373.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45373.652344 Penalty: 608.640259
	Iteration 17F: 3 clusters Score -45373.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14026.678711 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14026.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14145.077148 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14145.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14186.429688 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14186.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14226.880859 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -14226.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14255.108398 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14255.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14271.247070 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14271.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14289.102539 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14303.611328 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14303.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14303.611328 Penalty: 500.614502
	Iteration 8F: 3 clusters Score -14303.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -273421.968750 Penalty: 383.080902
	Iteration 0F: 2 clusters Score -273422 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 2272 members 
Entering Unmasked Estep 
Score: -270327.406250 Penalty: 766.161804
	Iteration 0F: 3 clusters Score -270327.4 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -271376.437500 Penalty: 766.161804
	Iteration 1F: 3 clusters Score -271376.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -271490.562500 Penalty: 766.161804
	Iteration 2F: 3 clusters Score -271490.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -271636.906250 Penalty: 766.161804
	Iteration 3F: 3 clusters Score -271636.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -271817.500000 Penalty: 766.161804
	Iteration 4F: 3 clusters Score -271817.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -272075.968750 Penalty: 766.161804
	Iteration 5F: 3 clusters Score -272076 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -272361.250000 Penalty: 766.161804
	Iteration 6F: 3 clusters Score -272361.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -272622.343750 Penalty: 766.161804
	Iteration 7F: 3 clusters Score -272622.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -272790.281250 Penalty: 766.161804
	Iteration 8F: 3 clusters Score -272790.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -272902.843750 Penalty: 766.161804
	Iteration 9Q: 3 clusters Score -272902.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -272966.906250 Penalty: 766.161804
	Iteration 10Q: 3 clusters Score -272966.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -273005.125000 Penalty: 766.161804
	Iteration 11Q: 3 clusters Score -273005.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -273035.000000 Penalty: 766.161804
	Iteration 12Q: 3 clusters Score -273035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -273065.593750 Penalty: 766.161804
	Iteration 13Q: 3 clusters Score -273065.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -273098.312500 Penalty: 766.161804
	Iteration 14Q: 3 clusters Score -273098.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -273125.593750 Penalty: 766.161804
	Iteration 15Q: 3 clusters Score -273125.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -273153.468750 Penalty: 766.161804
	Iteration 16Q: 3 clusters Score -273153.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -273174.343750 Penalty: 766.161804
	Iteration 17Q: 3 clusters Score -273174.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -273189.093750 Penalty: 766.161804
	Iteration 18Q: 3 clusters Score -273189.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -273205.812500 Penalty: 766.161804
	Iteration 19Q: 3 clusters Score -273205.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -273219.437500 Penalty: 766.161804
	Iteration 20F: 3 clusters Score -273219.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -273226.468750 Penalty: 766.161804
	Iteration 21Q: 3 clusters Score -273226.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -273234.406250 Penalty: 766.161804
	Iteration 22Q: 3 clusters Score -273234.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -273240.187500 Penalty: 766.161804
	Iteration 23Q: 3 clusters Score -273240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -273241.343750 Penalty: 766.161804
	Iteration 24Q: 3 clusters Score -273241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -273242.500000 Penalty: 766.161804
	Iteration 25Q: 3 clusters Score -273242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -273243.750000 Penalty: 766.161804
	Iteration 26Q: 3 clusters Score -273243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -273245.281250 Penalty: 766.161804
	Iteration 27Q: 3 clusters Score -273245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -273246.343750 Penalty: 766.161804
	Iteration 28Q: 3 clusters Score -273246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -273247.625000 Penalty: 766.161804
	Iteration 29Q: 3 clusters Score -273247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -273249.437500 Penalty: 766.161804
	Iteration 30Q: 3 clusters Score -273249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -273252.531250 Penalty: 766.161804
	Iteration 31Q: 3 clusters Score -273252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -273254.625000 Penalty: 766.161804
	Iteration 32Q: 3 clusters Score -273254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -273255.406250 Penalty: 766.161804
	Iteration 33Q: 3 clusters Score -273255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -273256.937500 Penalty: 766.161804
	Iteration 34Q: 3 clusters Score -273256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -273258.500000 Penalty: 766.161804
	Iteration 35Q: 3 clusters Score -273258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -273259.500000 Penalty: 766.161804
	Iteration 36Q: 3 clusters Score -273259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273260.937500 Penalty: 766.161804
	Iteration 37Q: 3 clusters Score -273260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -273262.406250 Penalty: 766.161804
	Iteration 38Q: 3 clusters Score -273262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -273263.343750 Penalty: 766.161804
	Iteration 39Q: 3 clusters Score -273263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -273263.531250 Penalty: 766.161804
	Iteration 40F: 3 clusters Score -273263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -273263.593750 Penalty: 766.161804
	Iteration 41Q: 3 clusters Score -273263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -273264.218750 Penalty: 766.161804
	Iteration 42Q: 3 clusters Score -273264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -273264.562500 Penalty: 766.161804
	Iteration 43Q: 3 clusters Score -273264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -273264.843750 Penalty: 766.161804
	Iteration 44Q: 3 clusters Score -273264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -273265.406250 Penalty: 766.161804
	Iteration 45Q: 3 clusters Score -273265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -273266.000000 Penalty: 766.161804
	Iteration 46Q: 3 clusters Score -273266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -273266.500000 Penalty: 766.161804
	Iteration 47Q: 3 clusters Score -273266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -273266.156250 Penalty: 766.161804
	Iteration 48Q: 3 clusters Score -273266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -273266.468750 Penalty: 766.161804
	Iteration 49Q: 3 clusters Score -273266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273267.125000 Penalty: 766.161804
	Iteration 50Q: 3 clusters Score -273267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -273267.000000 Penalty: 766.161804
	Iteration 51Q: 3 clusters Score -273267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -273267.000000 Penalty: 766.161804
	Iteration 52F: 3 clusters Score -273267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10407.916992 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10407.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10175.699219 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10175.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10345.859375 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10345.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10377.479492 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10377.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10383.641602 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -10383.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10384.568359 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10384.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10384.568359 Penalty: 483.948914
	Iteration 5F: 3 clusters Score -10384.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8108.077637 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8108.078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8257.542969 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8257.543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8308.069336 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8308.069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8330.307617 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -8330.308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8345.609375 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8345.609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8364.812500 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8364.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8368.499023 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8368.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8373.391602 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8373.392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8373.391602 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -8373.392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 61 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 96 members 
Entering Unmasked Estep 
Score: -58207984.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58208360.000000 to -58207984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (61150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Entering Unmasked Estep 
Score: -3673537.000000 Penalty: 501.459351
	Iteration 0F: 2 clusters Score -3673537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3632423.500000 Penalty: 1002.918701
	Iteration 0F: 3 clusters Score -3632424 nChanged 29741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3650637.000000 Penalty: 1002.918701
	Iteration 1F: 3 clusters Score -3650637 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3651253.750000 Penalty: 1002.918701
	Iteration 2Q: 3 clusters Score -3651254 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3651997.000000 Penalty: 1002.918701
	Iteration 3Q: 3 clusters Score -3651997 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3653087.250000 Penalty: 1002.918701
	Iteration 4Q: 3 clusters Score -3653087 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3654948.250000 Penalty: 1002.918701
	Iteration 5Q: 3 clusters Score -3654948 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3657829.250000 Penalty: 1002.918701
	Iteration 6F: 3 clusters Score -3657829 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -3661063.250000 Penalty: 1002.918701
	Iteration 7F: 3 clusters Score -3661063 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -3663324.250000 Penalty: 1002.918701
	Iteration 8F: 3 clusters Score -3663324 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -3664330.000000 Penalty: 1002.918701
	Iteration 9Q: 3 clusters Score -3664330 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -3664832.000000 Penalty: 1002.918701
	Iteration 10Q: 3 clusters Score -3664832 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -3665180.750000 Penalty: 1002.918701
	Iteration 11Q: 3 clusters Score -3665181 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -3665490.750000 Penalty: 1002.918701
	Iteration 12Q: 3 clusters Score -3665491 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -3665838.250000 Penalty: 1002.918701
	Iteration 13Q: 3 clusters Score -3665838 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -3666189.000000 Penalty: 1002.918701
	Iteration 14Q: 3 clusters Score -3666189 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -3666527.000000 Penalty: 1002.918701
	Iteration 15Q: 3 clusters Score -3666527 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -3666876.250000 Penalty: 1002.918701
	Iteration 16Q: 3 clusters Score -3666876 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -3667228.250000 Penalty: 1002.918701
	Iteration 17Q: 3 clusters Score -3667228 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -3667571.750000 Penalty: 1002.918701
	Iteration 18Q: 3 clusters Score -3667572 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -3667885.250000 Penalty: 1002.918701
	Iteration 19Q: 3 clusters Score -3667885 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -3668188.500000 Penalty: 1002.918701
	Iteration 20F: 3 clusters Score -3668188 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -3668457.000000 Penalty: 1002.918701
	Iteration 21Q: 3 clusters Score -3668457 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -3668740.000000 Penalty: 1002.918701
	Iteration 22Q: 3 clusters Score -3668740 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -3669039.250000 Penalty: 1002.918701
	Iteration 23Q: 3 clusters Score -3669039 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -3669329.500000 Penalty: 1002.918701
	Iteration 24Q: 3 clusters Score -3669330 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -3669609.250000 Penalty: 1002.918701
	Iteration 25Q: 3 clusters Score -3669609 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -3669870.000000 Penalty: 1002.918701
	Iteration 26Q: 3 clusters Score -3669870 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -3670142.000000 Penalty: 1002.918701
	Iteration 27Q: 3 clusters Score -3670142 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -3670418.500000 Penalty: 1002.918701
	Iteration 28Q: 3 clusters Score -3670418 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -3670675.000000 Penalty: 1002.918701
	Iteration 29Q: 3 clusters Score -3670675 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -3670950.500000 Penalty: 1002.918701
	Iteration 30Q: 3 clusters Score -3670950 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -3671209.250000 Penalty: 1002.918701
	Iteration 31Q: 3 clusters Score -3671209 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -3671460.000000 Penalty: 1002.918701
	Iteration 32Q: 3 clusters Score -3671460 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -3671692.500000 Penalty: 1002.918701
	Iteration 33Q: 3 clusters Score -3671692 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -3671903.000000 Penalty: 1002.918701
	Iteration 34Q: 3 clusters Score -3671903 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -3672087.750000 Penalty: 1002.918701
	Iteration 35Q: 3 clusters Score -3672088 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -3672274.000000 Penalty: 1002.918701
	Iteration 36Q: 3 clusters Score -3672274 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -3672489.000000 Penalty: 1002.918701
	Iteration 37Q: 3 clusters Score -3672489 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -3672621.750000 Penalty: 1002.918701
	Iteration 38Q: 3 clusters Score -3672622 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -3672724.250000 Penalty: 1002.918701
	Iteration 39Q: 3 clusters Score -3672724 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -3672798.250000 Penalty: 1002.918701
	Iteration 40F: 3 clusters Score -3672798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -3672875.500000 Penalty: 1002.918701
	Iteration 41Q: 3 clusters Score -3672876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -3672930.000000 Penalty: 1002.918701
	Iteration 42Q: 3 clusters Score -3672930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -3672967.000000 Penalty: 1002.918701
	Iteration 43Q: 3 clusters Score -3672967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -3673006.250000 Penalty: 1002.918701
	Iteration 44Q: 3 clusters Score -3673006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -3673028.500000 Penalty: 1002.918701
	Iteration 45Q: 3 clusters Score -3673028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -3673045.000000 Penalty: 1002.918701
	Iteration 46Q: 3 clusters Score -3673045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -3673061.500000 Penalty: 1002.918701
	Iteration 47Q: 3 clusters Score -3673062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -3673076.750000 Penalty: 1002.918701
	Iteration 48Q: 3 clusters Score -3673077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -3673091.000000 Penalty: 1002.918701
	Iteration 49Q: 3 clusters Score -3673091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -3673101.500000 Penalty: 1002.918701
	Iteration 50Q: 3 clusters Score -3673102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -3673107.750000 Penalty: 1002.918701
	Iteration 51Q: 3 clusters Score -3673108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -3673108.750000 Penalty: 1002.918701
	Iteration 52Q: 3 clusters Score -3673109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -3673113.500000 Penalty: 1002.918701
	Iteration 53Q: 3 clusters Score -3673114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -3673118.250000 Penalty: 1002.918701
	Iteration 54Q: 3 clusters Score -3673118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -3673123.750000 Penalty: 1002.918701
	Iteration 55Q: 3 clusters Score -3673124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -3673132.000000 Penalty: 1002.918701
	Iteration 56Q: 3 clusters Score -3673132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -3673137.750000 Penalty: 1002.918701
	Iteration 57Q: 3 clusters Score -3673138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -3673146.250000 Penalty: 1002.918701
	Iteration 58Q: 3 clusters Score -3673146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -3673152.250000 Penalty: 1002.918701
	Iteration 59Q: 3 clusters Score -3673152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -3673157.750000 Penalty: 1002.918701
	Iteration 60F: 3 clusters Score -3673158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -3673165.250000 Penalty: 1002.918701
	Iteration 61Q: 3 clusters Score -3673165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -3673166.500000 Penalty: 1002.918701
	Iteration 62Q: 3 clusters Score -3673166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -3673166.250000 Penalty: 1002.918701
	Iteration 63Q: 3 clusters Score -3673166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -3673168.250000 Penalty: 1002.918701
	Iteration 64Q: 3 clusters Score -3673168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -3673167.000000 Penalty: 1002.918701
	Iteration 65Q: 3 clusters Score -3673167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -3673165.750000 Penalty: 1002.918701
	Iteration 66Q: 3 clusters Score -3673166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -3673165.750000 Penalty: 1002.918701
	Iteration 67F: 3 clusters Score -3673166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15588.333984 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15588.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15679.083008 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15679.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15706.906250 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15706.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15737.868164 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -15737.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15775.894531 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -15775.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15794.313477 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15794.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15808.863281 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15808.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15827.047852 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15827.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15839.498047 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15846.805664 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15846.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15851.819336 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15851.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15854.487305 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -15854.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15854.487305 Penalty: 509.792816
	Iteration 12F: 3 clusters Score -15854.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10924.415039 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10924.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10985.179688 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -10985.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11001.979492 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11001.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11008.374023 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11008.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11019.875000 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11019.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11026.166992 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11026.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11033.025391 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11033.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11042.542969 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11042.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11046.802734 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11049.967773 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11049.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11053.709961 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11053.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11056.076172 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -11056.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11056.511719 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -11056.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11056.833984 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -11056.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11057.042969 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -11057.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11057.145508 Penalty: 495.260010
	Iteration 15Q: 3 clusters Score -11057.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11057.689453 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -11057.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11057.980469 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -11057.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11059.247070 Penalty: 495.260010
	Iteration 18Q: 3 clusters Score -11059.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11060.252930 Penalty: 495.260010
	Iteration 19Q: 3 clusters Score -11060.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11061.869141 Penalty: 495.260010
	Iteration 20F: 3 clusters Score -11061.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11062.142578 Penalty: 495.260010
	Iteration 21Q: 3 clusters Score -11062.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11062.142578 Penalty: 495.260010
	Iteration 22F: 3 clusters Score -11062.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11243.142578 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11243.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11338.900391 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11338.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11386.063477 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11386.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11394.536133 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11394.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11398.500000 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11398.500000 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -11398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 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 136 members 
Entering Unmasked Estep 
Score: -9761.175781 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9761.176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9862.770508 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9862.771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9895.593750 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9895.594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9906.626953 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9906.627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9912.241211 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9912.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9913.482422 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9913.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9914.125000 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9914.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9915.204102 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9915.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9915.204102 Penalty: 517.822693
	Iteration 8F: 3 clusters Score -9915.204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18389.740234 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18389.74 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18476.908203 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18476.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18505.064453 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18505.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18525.933594 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -18525.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18543.482422 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18543.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18555.974609 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18555.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18569.333984 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18569.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18574.693359 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18574.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18582.458984 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -18582.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18585.458984 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -18585.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18590.453125 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -18590.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18593.242188 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -18593.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18595.566406 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -18595.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18597.070312 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -18597.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18598.390625 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -18598.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18598.902344 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -18598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18598.902344 Penalty: 524.632385
	Iteration 16F: 3 clusters Score -18598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37192.757812 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37192.76 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37377.367188 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37377.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37429.324219 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37429.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37460.769531 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37460.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37484.093750 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -37484.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37499.082031 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37499.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37513.539062 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37513.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37523.621094 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37523.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37532.835938 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37532.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37537.988281 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37537.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37541.484375 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37541.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37541.667969 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37541.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37541.667969 Penalty: 581.816772
	Iteration 12F: 3 clusters Score -37541.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 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 1033 members 
Entering Unmasked Estep 
Score: -121602.398438 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121602.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -122191.570312 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122191.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -122337.742188 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122337.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -122464.875000 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122464.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -122621.601562 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122621.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -122749.429688 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -122749.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -122824.109375 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -122844.546875 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122844.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -122850.875000 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122850.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -122853.953125 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -122855.640625 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -122855.984375 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -122856.601562 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -122856.726562 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -122856.726562 Penalty: 693.439575
	Iteration 14F: 3 clusters Score -122856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70386.953125 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70386.95 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70774.445312 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70774.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70929.632812 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70929.63 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -71043.890625 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -71043.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71099.781250 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -71099.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71118.906250 Penalty: 642.503357
	Iteration 5Q: 3 clusters Score -71118.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -71127.546875 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71127.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71134.367188 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71134.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71142.156250 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71142.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71156.765625 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71156.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -71191.937500 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71191.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71225.500000 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71225.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71260.617188 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71260.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71275.960938 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71275.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -71278.679688 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71278.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71279.179688 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71279.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -71279.929688 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71279.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71281.070312 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71281.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71283.476562 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71283.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71288.125000 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -71288.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71294.562500 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -71294.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -71302.242188 Penalty: 642.503357
	Iteration 21Q: 3 clusters Score -71302.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71308.468750 Penalty: 642.503357
	Iteration 22Q: 3 clusters Score -71308.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71312.179688 Penalty: 642.503357
	Iteration 23Q: 3 clusters Score -71312.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -71313.992188 Penalty: 642.503357
	Iteration 24Q: 3 clusters Score -71313.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71314.757812 Penalty: 642.503357
	Iteration 25Q: 3 clusters Score -71314.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71317.023438 Penalty: 642.503357
	Iteration 26Q: 3 clusters Score -71317.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71320.070312 Penalty: 642.503357
	Iteration 27Q: 3 clusters Score -71320.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71323.367188 Penalty: 642.503357
	Iteration 28Q: 3 clusters Score -71323.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -71325.828125 Penalty: 642.503357
	Iteration 29Q: 3 clusters Score -71325.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71327.468750 Penalty: 642.503357
	Iteration 30Q: 3 clusters Score -71327.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -71331.484375 Penalty: 642.503357
	Iteration 31Q: 3 clusters Score -71331.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71333.945312 Penalty: 642.503357
	Iteration 32Q: 3 clusters Score -71333.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71335.445312 Penalty: 642.503357
	Iteration 33Q: 3 clusters Score -71335.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -71338.937500 Penalty: 642.503357
	Iteration 34Q: 3 clusters Score -71338.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71345.562500 Penalty: 642.503357
	Iteration 35Q: 3 clusters Score -71345.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -71349.210938 Penalty: 642.503357
	Iteration 36Q: 3 clusters Score -71349.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -71350.617188 Penalty: 642.503357
	Iteration 37Q: 3 clusters Score -71350.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71351.695312 Penalty: 642.503357
	Iteration 38Q: 3 clusters Score -71351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71352.789062 Penalty: 642.503357
	Iteration 39Q: 3 clusters Score -71352.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71357.023438 Penalty: 642.503357
	Iteration 40F: 3 clusters Score -71357.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71362.375000 Penalty: 642.503357
	Iteration 41Q: 3 clusters Score -71362.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71383.648438 Penalty: 642.503357
	Iteration 42Q: 3 clusters Score -71383.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71404.179688 Penalty: 642.503357
	Iteration 43Q: 3 clusters Score -71404.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -71417.000000 Penalty: 642.503357
	Iteration 44Q: 3 clusters Score -71417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71418.671875 Penalty: 642.503357
	Iteration 45Q: 3 clusters Score -71418.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71422.398438 Penalty: 642.503357
	Iteration 46Q: 3 clusters Score -71422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71426.718750 Penalty: 642.503357
	Iteration 47Q: 3 clusters Score -71426.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -71429.890625 Penalty: 642.503357
	Iteration 48Q: 3 clusters Score -71429.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71432.562500 Penalty: 642.503357
	Iteration 49Q: 3 clusters Score -71432.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71435.476562 Penalty: 642.503357
	Iteration 50Q: 3 clusters Score -71435.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71436.828125 Penalty: 642.503357
	Iteration 51Q: 3 clusters Score -71436.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71437.281250 Penalty: 642.503357
	Iteration 52Q: 3 clusters Score -71437.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71439.117188 Penalty: 642.503357
	Iteration 53Q: 3 clusters Score -71439.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71442.625000 Penalty: 642.503357
	Iteration 54Q: 3 clusters Score -71442.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71447.132812 Penalty: 642.503357
	Iteration 55Q: 3 clusters Score -71447.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71447.828125 Penalty: 642.503357
	Iteration 56Q: 3 clusters Score -71447.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71448.125000 Penalty: 642.503357
	Iteration 57Q: 3 clusters Score -71448.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71448.125000 Penalty: 642.503357
	Iteration 58F: 3 clusters Score -71448.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 648 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 517 members 
Entering Unmasked Estep 
Score: -58208084.000000 Penalty: 52866.046875
Splitting cluster 58 changes total score from -58208360.000000 to -58208084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28235.562500 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28235.56 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28355.914062 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28355.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28394.279297 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28394.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28423.742188 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28423.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28474.306641 Penalty: 554.924744
	Iteration 4F: 3 clusters Score -28474.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28515.238281 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28515.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28555.322266 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28555.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28603.351562 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28603.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28635.029297 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28635.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28642.076172 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28642.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28645.892578 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28645.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28646.080078 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28646.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28646.080078 Penalty: 554.924744
	Iteration 12F: 3 clusters Score -28646.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9077.604492 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9077.604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9254.733398 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9254.733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9326.386719 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9326.387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9369.208984 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9369.209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9380.595703 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9380.596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9383.835938 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9383.836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9383.835938 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -9383.836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 99 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 109 members 
Entering Unmasked Estep 
Score: -58208040.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58208360.000000 to -58208040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17035.214844 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17035.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17194.080078 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17194.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17246.894531 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17246.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17278.414062 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -17278.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17319.912109 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17319.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17351.939453 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17351.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17377.968750 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17377.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17411.966797 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17411.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17421.146484 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17421.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17421.146484 Penalty: 526.047668
	Iteration 9F: 3 clusters Score -17421.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 210 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 114 members 
Entering Unmasked Estep 
Score: -58208008.000000 Penalty: 52866.046875
Splitting cluster 61 changes total score from -58208360.000000 to -58208008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21936.128906 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21936.13 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22041.064453 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22041.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22093.564453 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22093.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22131.775391 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -22131.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22151.935547 Penalty: 526.886414
	Iteration 4F: 3 clusters Score -22151.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22159.162109 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22159.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22175.982422 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22175.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22204.144531 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22204.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22213.828125 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22213.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22217.314453 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22217.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22220.566406 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -22220.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22229.222656 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -22229.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22232.443359 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -22232.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22238.162109 Penalty: 526.886414
	Iteration 13Q: 3 clusters Score -22238.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22245.199219 Penalty: 526.886414
	Iteration 14Q: 3 clusters Score -22245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22259.654297 Penalty: 526.886414
	Iteration 15Q: 3 clusters Score -22259.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22284.398438 Penalty: 526.886414
	Iteration 16Q: 3 clusters Score -22284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22308.714844 Penalty: 526.886414
	Iteration 17Q: 3 clusters Score -22308.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22322.623047 Penalty: 526.886414
	Iteration 18Q: 3 clusters Score -22322.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22336.644531 Penalty: 526.886414
	Iteration 19Q: 3 clusters Score -22336.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22344.052734 Penalty: 526.886414
	Iteration 20F: 3 clusters Score -22344.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22347.109375 Penalty: 526.886414
	Iteration 21Q: 3 clusters Score -22347.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22352.394531 Penalty: 526.886414
	Iteration 22Q: 3 clusters Score -22352.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22353.316406 Penalty: 526.886414
	Iteration 23Q: 3 clusters Score -22353.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22354.369141 Penalty: 526.886414
	Iteration 24Q: 3 clusters Score -22354.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22359.474609 Penalty: 526.886414
	Iteration 25Q: 3 clusters Score -22359.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22359.474609 Penalty: 526.886414
	Iteration 26F: 3 clusters Score -22359.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 136 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 191 members 
Entering Unmasked Estep 
Score: -58208036.000000 Penalty: 52866.046875
Splitting cluster 62 changes total score from -58208360.000000 to -58208036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25137.863281 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25137.86 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25328.835938 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25328.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25387.576172 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25387.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25430.421875 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -25430.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25454.281250 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25454.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25467.740234 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25467.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25471.431641 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25471.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25474.439453 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25474.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25475.759766 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25475.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25476.470703 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25476.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25477.548828 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25477.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25481.417969 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25481.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25485.773438 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25485.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25490.933594 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25490.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25503.375000 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25503.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25508.296875 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -25508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25511.927734 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -25511.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25512.828125 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -25512.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25512.828125 Penalty: 552.647095
	Iteration 18F: 3 clusters Score -25512.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (138153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138153 members 
Entering Unmasked Estep 
Score: -8357323.500000 Penalty: 538.543335
	Iteration 0F: 2 clusters Score -8357324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -8270542.000000 Penalty: 1077.086670
	Iteration 0F: 3 clusters Score -8270542 nChanged 67737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -8313343.500000 Penalty: 1077.086670
	Iteration 1F: 3 clusters Score -8313344 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -8316839.500000 Penalty: 1077.086670
	Iteration 2Q: 3 clusters Score -8316840 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -8322899.000000 Penalty: 1077.086670
	Iteration 3F: 3 clusters Score -8322899 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -8331131.500000 Penalty: 1077.086670
	Iteration 4F: 3 clusters Score -8331132 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -8339112.000000 Penalty: 1077.086670
	Iteration 5F: 3 clusters Score -8339112 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -8344460.000000 Penalty: 1077.086670
	Iteration 6F: 3 clusters Score -8344460 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -8347647.500000 Penalty: 1077.086670
	Iteration 7Q: 3 clusters Score -8347648 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 121918 members 
Entering Unmasked Estep 
Score: -8349811.000000 Penalty: 1077.086670
	Iteration 8Q: 3 clusters Score -8349811 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -8351755.000000 Penalty: 1077.086670
	Iteration 9Q: 3 clusters Score -8351755 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 130894 members 
Entering Unmasked Estep 
Score: -8353423.000000 Penalty: 1077.086670
	Iteration 10Q: 3 clusters Score -8353423 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -8354793.000000 Penalty: 1077.086670
	Iteration 11Q: 3 clusters Score -8354793 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -8355705.500000 Penalty: 1077.086670
	Iteration 12Q: 3 clusters Score -8355706 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -8356306.000000 Penalty: 1077.086670
	Iteration 13Q: 3 clusters Score -8356306 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -8356594.500000 Penalty: 1077.086670
	Iteration 14Q: 3 clusters Score -8356594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 137960 members 
Entering Unmasked Estep 
Score: -8356715.000000 Penalty: 1077.086670
	Iteration 15Q: 3 clusters Score -8356715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -8356763.000000 Penalty: 1077.086670
	Iteration 16Q: 3 clusters Score -8356763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -8356812.500000 Penalty: 1077.086670
	Iteration 17Q: 3 clusters Score -8356812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -8356827.500000 Penalty: 1077.086670
	Iteration 18Q: 3 clusters Score -8356828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 138081 members 
Entering Unmasked Estep 
Score: -8356833.000000 Penalty: 1077.086670
	Iteration 19Q: 3 clusters Score -8356833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 138086 members 
Entering Unmasked Estep 
Score: -8356833.000000 Penalty: 1077.086670
	Iteration 20F: 3 clusters Score -8356833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -8356843.000000 Penalty: 1077.086670
	Iteration 21Q: 3 clusters Score -8356843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -8356849.500000 Penalty: 1077.086670
	Iteration 22Q: 3 clusters Score -8356850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 138091 members 
Entering Unmasked Estep 
Score: -8356855.500000 Penalty: 1077.086670
	Iteration 23Q: 3 clusters Score -8356856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 138091 members 
Entering Unmasked Estep 
Score: -8356855.500000 Penalty: 1077.086670
	Iteration 24F: 3 clusters Score -8356856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8409.003906 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8409.004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8494.394531 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8494.395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8537.409180 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8537.409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8559.657227 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8559.657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8561.406250 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8561.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8561.406250 Penalty: 452.882751
	Iteration 5F: 3 clusters Score -8561.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24517.474609 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24517.47 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24604.900391 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24604.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24638.429688 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24638.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24665.654297 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -24665.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24684.419922 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24684.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24700.652344 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24700.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24709.718750 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24709.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24712.597656 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24713.419922 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24713.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24715.425781 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24715.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24718.683594 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24718.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24720.566406 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24720.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24720.718750 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24720.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24721.634766 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24721.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24730.275391 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24730.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24734.308594 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24734.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24736.029297 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -24736.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24738.984375 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -24738.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24745.769531 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -24745.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24764.833984 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -24764.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24774.626953 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -24774.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24777.396484 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -24777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24784.484375 Penalty: 540.794739
	Iteration 22Q: 3 clusters Score -24784.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24791.726562 Penalty: 540.794739
	Iteration 23Q: 3 clusters Score -24791.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24795.746094 Penalty: 540.794739
	Iteration 24Q: 3 clusters Score -24795.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24800.773438 Penalty: 540.794739
	Iteration 25Q: 3 clusters Score -24800.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24811.972656 Penalty: 540.794739
	Iteration 26Q: 3 clusters Score -24811.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24816.552734 Penalty: 540.794739
	Iteration 27Q: 3 clusters Score -24816.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24819.287109 Penalty: 540.794739
	Iteration 28Q: 3 clusters Score -24819.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24819.287109 Penalty: 540.794739
	Iteration 29F: 3 clusters Score -24819.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12876.910156 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12876.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12949.003906 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12990.586914 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12990.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13015.061523 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13015.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13022.795898 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13026.209961 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13026.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13030.199219 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13031.833008 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13031.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13031.833008 Penalty: 487.019104
	Iteration 8F: 3 clusters Score -13031.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11124.124023 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11124.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11171.244141 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11171.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11184.759766 Penalty: 476.516235
	Iteration 2Q: 3 clusters Score -11184.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11195.228516 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11195.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11198.756836 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11198.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11200.295898 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11200.295898 Penalty: 476.516235
	Iteration 6F: 3 clusters Score -11200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6638.271973 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6638.272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6770.885254 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6770.885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6829.735352 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6829.735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6857.975586 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6857.976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6878.870117 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -6878.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6880.508301 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6880.508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6881.475586 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6881.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6881.475586 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -6881.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 58 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 89 members 
Entering Unmasked Estep 
Score: -58207984.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58208360.000000 to -58207984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10923.275391 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10923.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11070.953125 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -11070.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11141.295898 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11173.731445 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -11173.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11211.229492 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11211.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11224.779297 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11224.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11225.900391 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11225.900391 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -11225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 119 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 101 members 
Entering Unmasked Estep 
Score: -58207996.000000 Penalty: 52866.046875
Splitting cluster 70 changes total score from -58208360.000000 to -58207996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13156.483398 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13156.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13294.291992 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13294.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13347.872070 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13347.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13365.989258 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13365.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13377.904297 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13379.111328 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13379.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13380.116211 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13380.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13384.274414 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13384.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13384.274414 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -13384.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14151.518555 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14151.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14329.589844 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14329.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14440.285156 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14440.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14458.386719 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -14458.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14490.980469 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14490.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14502.755859 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14502.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14502.755859 Penalty: 506.022034
	Iteration 6F: 3 clusters Score -14502.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 161 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 99 members 
Entering Unmasked Estep 
Score: -58207980.000000 Penalty: 52866.046875
Splitting cluster 72 changes total score from -58208360.000000 to -58207980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6105.939941 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6105.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6148.182129 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6148.182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6170.869629 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -6170.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6177.619629 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6177.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6190.239258 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6190.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6193.177734 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6193.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6197.244141 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6197.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6197.244141 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -6197.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8148.890625 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8148.891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8233.920898 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8233.921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8289.205078 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8289.205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8309.938477 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8309.938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8316.960938 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8316.961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8325.999023 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8325.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8326.868164 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8326.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8326.868164 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -8326.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11077.517578 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11077.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11125.037109 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11125.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11146.092773 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11146.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11158.486328 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -11158.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11167.558594 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11167.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11169.216797 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11169.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11170.583008 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -11170.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11172.813477 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -11172.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11176.405273 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -11176.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11181.807617 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -11181.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11184.481445 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -11184.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11184.481445 Penalty: 476.030884
	Iteration 11F: 3 clusters Score -11184.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23886.652344 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23886.65 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24032.537109 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24032.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24110.322266 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24110.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24142.091797 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -24142.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24167.083984 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -24167.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24203.955078 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24203.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24223.933594 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24223.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24235.814453 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24235.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24240.634766 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24240.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24241.496094 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24241.824219 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24241.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24242.115234 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24242.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24242.115234 Penalty: 549.446228
	Iteration 12F: 3 clusters Score -24242.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23220.060547 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23220.06 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23362.699219 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23362.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23408.542969 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23408.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23434.447266 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23434.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23469.824219 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23469.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23513.738281 Penalty: 542.919373
	Iteration 5F: 3 clusters Score -23513.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23542.062500 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23542.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23555.791016 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23555.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23558.339844 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23558.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23561.753906 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23561.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23563.238281 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23563.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23564.253906 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23564.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23566.113281 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -23566.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23568.619141 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23568.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23570.007812 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -23570.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23572.527344 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -23572.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23572.687500 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -23572.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23572.687500 Penalty: 542.919373
	Iteration 17F: 3 clusters Score -23572.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12374.816406 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12374.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12425.185547 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12425.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12430.203125 Penalty: 483.501770
	Iteration 2Q: 3 clusters Score -12430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12436.354492 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12436.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12439.879883 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12439.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12441.492188 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12441.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12443.416016 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12443.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12443.416016 Penalty: 483.501770
	Iteration 7F: 3 clusters Score -12443.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4487.438965 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4487.439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4528.834473 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4528.834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4541.363281 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -4541.363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4542.440430 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4542.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4542.440430 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -4542.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8785.403320 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8785.403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8895.305664 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8895.306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8919.303711 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8919.304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8926.823242 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -8926.823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8928.874023 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8928.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8931.115234 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8931.115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8935.105469 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8935.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8948.449219 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8948.449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8956.460938 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -8956.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8958.571289 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -8958.571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8968.817383 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -8968.817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8974.500000 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -8974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8975.885742 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -8975.886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8981.234375 Penalty: 493.268707
	Iteration 13Q: 3 clusters Score -8981.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8987.713867 Penalty: 493.268707
	Iteration 14Q: 3 clusters Score -8987.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8988.582031 Penalty: 493.268707
	Iteration 15Q: 3 clusters Score -8988.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8988.582031 Penalty: 493.268707
	Iteration 16F: 3 clusters Score -8988.582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5900.862305 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5900.862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5960.148926 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5960.149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5974.182129 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5974.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5976.946777 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5976.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5989.989258 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5989.989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5997.627930 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5997.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5999.500488 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -5999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6002.127441 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -6002.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6007.661133 Penalty: 422.639587
	Iteration 8Q: 3 clusters Score -6007.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6009.480469 Penalty: 422.639587
	Iteration 9Q: 3 clusters Score -6009.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6009.480469 Penalty: 422.639587
	Iteration 10F: 3 clusters Score -6009.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14152.439453 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14152.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14242.762695 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14242.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14299.020508 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14299.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14387.756836 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -14387.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14447.891602 Penalty: 499.493347
	Iteration 4F: 3 clusters Score -14447.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14455.562500 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14455.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14458.957031 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14458.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14463.428711 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14463.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14463.428711 Penalty: 499.493347
	Iteration 8F: 3 clusters Score -14463.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 146 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 96 members 
Entering Unmasked Estep 
Score: -58207908.000000 Penalty: 52866.046875
Splitting cluster 82 changes total score from -58208360.000000 to -58207908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4817.518066 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4817.518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4872.041016 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4872.041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4888.928711 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -4888.929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4896.590332 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4896.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4896.590332 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -4896.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111722 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126423 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13521 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117829 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138811 members 
Mstep: Class 20 contains 9580 members 
Mstep: Class 21 contains 111825 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61150 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 138153 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208452.000000 Penalty: 52236.687500
Iteration 319Q: 84 clusters Score -5.820845e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111706 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126415 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 25776 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13516 members 
Mstep: Class 14 contains 72897 members 
Mstep: Class 15 contains 117839 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138804 members 
Mstep: Class 20 contains 9610 members 
Mstep: Class 21 contains 112807 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4521 members 
Mstep: Class 25 contains 9844 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4546 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61175 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137974 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208364.000000 Penalty: 52236.687500
Iteration 320F: 84 clusters Score -5.820836e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 111699 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126410 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 24943 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 15 contains 117847 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138801 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 113778 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 9842 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4569 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61191 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137792 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208356.000000 Penalty: 52236.687500
Iteration 321Q: 84 clusters Score -5.820836e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 111697 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126399 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 24194 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 13506 members 
Mstep: Class 14 contains 72891 members 
Mstep: Class 15 contains 117847 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138795 members 
Mstep: Class 20 contains 9691 members 
Mstep: Class 21 contains 114806 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4484 members 
Mstep: Class 25 contains 9842 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4588 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61213 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137468 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208556.000000 Penalty: 52236.687500
Iteration 322Q: 84 clusters Score -5.820856e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 8764 members 
Mstep: Class 4 contains 111682 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126393 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 23465 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 13504 members 
Mstep: Class 14 contains 72890 members 
Mstep: Class 15 contains 117849 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138787 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 115817 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 9842 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2823 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4607 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61244 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 137147 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208512.000000 Penalty: 52236.687500
Iteration 323Q: 84 clusters Score -5.820851e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 111669 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 22789 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 72889 members 
Mstep: Class 15 contains 117850 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138783 members 
Mstep: Class 20 contains 9775 members 
Mstep: Class 21 contains 116844 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4638 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61261 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 136738 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208376.000000 Penalty: 52236.687500
Iteration 324Q: 84 clusters Score -5.820838e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17445 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 111665 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126385 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 22153 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 13499 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 117842 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138780 members 
Mstep: Class 20 contains 9821 members 
Mstep: Class 21 contains 117891 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4674 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61277 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 136265 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208248.000000 Penalty: 52236.687500
Iteration 325Q: 84 clusters Score -5.820825e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 111662 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126383 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 13495 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117833 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138779 members 
Mstep: Class 20 contains 9883 members 
Mstep: Class 21 contains 118956 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4711 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61291 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 135737 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208180.000000 Penalty: 52236.687500
Iteration 326Q: 84 clusters Score -5.820818e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 111662 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126383 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 20927 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 13490 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117821 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138771 members 
Mstep: Class 20 contains 9949 members 
Mstep: Class 21 contains 120108 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2815 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4756 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61313 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 135100 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208176.000000 Penalty: 52236.687500
Iteration 327Q: 84 clusters Score -5.820818e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17447 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 111662 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126387 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 20333 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 13487 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117806 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138763 members 
Mstep: Class 20 contains 10007 members 
Mstep: Class 21 contains 121304 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2814 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4803 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61333 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 134414 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208252.000000 Penalty: 52236.687500
Iteration 328Q: 84 clusters Score -5.820825e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17449 members 
Mstep: Class 3 contains 8770 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 19759 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 13478 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117791 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138757 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 122518 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4365 members 
Mstep: Class 25 contains 9847 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4863 members 
Mstep: Class 48 contains 204 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61353 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 133670 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208392.000000 Penalty: 52236.687500
Iteration 329Q: 84 clusters Score -5.820839e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 13471 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117774 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138749 members 
Mstep: Class 20 contains 10133 members 
Mstep: Class 21 contains 123719 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4349 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4949 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61373 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 132893 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208248.000000 Penalty: 52236.687500
Iteration 330Q: 84 clusters Score -5.820825e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17453 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 111650 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126392 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 18668 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 13464 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117770 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138743 members 
Mstep: Class 20 contains 10195 members 
Mstep: Class 21 contains 124935 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2809 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5017 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61388 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 132114 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208596.000000 Penalty: 52236.687500
Iteration 331Q: 84 clusters Score -5.82086e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17453 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 111645 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126389 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 18058 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 13454 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117772 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138738 members 
Mstep: Class 20 contains 10260 members 
Mstep: Class 21 contains 126189 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 9847 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2805 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5082 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61406 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 131349 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208544.000000 Penalty: 52236.687500
Iteration 332Q: 84 clusters Score -5.820854e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17453 members 
Mstep: Class 3 contains 8773 members 
Mstep: Class 4 contains 111641 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126381 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 17466 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 13451 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117775 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138727 members 
Mstep: Class 20 contains 10339 members 
Mstep: Class 21 contains 127442 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4305 members 
Mstep: Class 25 contains 9851 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5148 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61421 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 130565 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208564.000000 Penalty: 52236.687500
Iteration 333Q: 84 clusters Score -5.820856e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17456 members 
Mstep: Class 3 contains 8773 members 
Mstep: Class 4 contains 111638 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126373 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 13446 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117773 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138721 members 
Mstep: Class 20 contains 10406 members 
Mstep: Class 21 contains 128754 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 9854 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5205 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61428 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 129729 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208520.000000 Penalty: 52236.687500
Iteration 334Q: 84 clusters Score -5.820852e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17459 members 
Mstep: Class 3 contains 8773 members 
Mstep: Class 4 contains 111626 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126363 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 16304 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 13442 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117766 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138720 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 130006 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 9859 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5278 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61440 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 128959 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208496.000000 Penalty: 52236.687500
Iteration 335Q: 84 clusters Score -5.82085e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 111613 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126347 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 13440 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117758 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138723 members 
Mstep: Class 20 contains 10536 members 
Mstep: Class 21 contains 131181 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4230 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2793 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5357 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61463 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 128233 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208720.000000 Penalty: 52236.687500
Iteration 336Q: 84 clusters Score -5.820872e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 111608 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126344 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 15208 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117762 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138713 members 
Mstep: Class 20 contains 10595 members 
Mstep: Class 21 contains 132354 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 9869 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2785 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5455 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61471 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 127480 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58208888.000000 Penalty: 52236.687500
Iteration 337Q: 84 clusters Score -5.820889e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17466 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 111604 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126342 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 14678 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 13432 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117770 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138702 members 
Mstep: Class 20 contains 10654 members 
Mstep: Class 21 contains 133467 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 9871 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5568 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61475 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 126789 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209112.000000 Penalty: 52236.687500
Iteration 338Q: 84 clusters Score -5.820911e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 111603 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126343 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 14181 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 13430 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117779 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138697 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 134551 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4082 members 
Mstep: Class 25 contains 9874 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2767 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5645 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61476 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 126124 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209088.000000 Penalty: 52236.687500
Iteration 339Q: 84 clusters Score -5.820909e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 8771 members 
Mstep: Class 4 contains 111608 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126337 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 13427 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117789 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138689 members 
Mstep: Class 20 contains 10742 members 
Mstep: Class 21 contains 135590 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 9877 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2761 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5725 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61472 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 125492 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209064.000000 Penalty: 52236.687500
Iteration 340F: 84 clusters Score -5.820906e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 111614 members 
Mstep: Class 5 contains 4569 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126329 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 13222 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 13424 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117810 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138682 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 136602 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 9877 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2758 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5799 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61460 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 124878 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209100.000000 Penalty: 52236.687500
Iteration 341Q: 84 clusters Score -5.82091e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111615 members 
Mstep: Class 5 contains 4573 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126333 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 13418 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117833 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138671 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 137628 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 9880 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2750 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5838 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61444 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 124207 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209428.000000 Penalty: 52236.687500
Iteration 342Q: 84 clusters Score -5.820943e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111627 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126333 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 13416 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117846 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138651 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 138626 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 9882 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5895 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61425 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 123555 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209348.000000 Penalty: 52236.687500
Iteration 343Q: 84 clusters Score -5.820935e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111628 members 
Mstep: Class 5 contains 4576 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126344 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 12089 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 13413 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117860 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138636 members 
Mstep: Class 20 contains 10956 members 
Mstep: Class 21 contains 139620 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 9883 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5932 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61400 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122906 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209496.000000 Penalty: 52236.687500
Iteration 344Q: 84 clusters Score -5.82095e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 111647 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126342 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 13407 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117866 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138611 members 
Mstep: Class 20 contains 11008 members 
Mstep: Class 21 contains 140620 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 9883 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2730 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5961 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61392 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122274 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209292.000000 Penalty: 52236.687500
Iteration 345Q: 84 clusters Score -5.820929e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111651 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126337 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 13404 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117875 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138600 members 
Mstep: Class 20 contains 11051 members 
Mstep: Class 21 contains 141584 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 9885 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2731 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5978 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61390 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121708 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209532.000000 Penalty: 52236.687500
Iteration 346Q: 84 clusters Score -5.820953e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17474 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111658 members 
Mstep: Class 5 contains 4582 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126328 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 13399 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117881 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138588 members 
Mstep: Class 20 contains 11089 members 
Mstep: Class 21 contains 142449 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3552 members 
Mstep: Class 25 contains 9889 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2720 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5997 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61388 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121240 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209656.000000 Penalty: 52236.687500
Iteration 347Q: 84 clusters Score -5.820966e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17474 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4584 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126330 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10642 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 13391 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 117871 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138588 members 
Mstep: Class 20 contains 11122 members 
Mstep: Class 21 contains 143262 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3478 members 
Mstep: Class 25 contains 9888 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5994 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61388 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120800 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209772.000000 Penalty: 52236.687500
Iteration 348Q: 84 clusters Score -5.820977e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17474 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126322 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10337 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 13382 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 117880 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138585 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 143973 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2711 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5989 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61381 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120470 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58209924.000000 Penalty: 52236.687500
Iteration 349Q: 84 clusters Score -5.820992e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111658 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126313 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 117888 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138579 members 
Mstep: Class 20 contains 11162 members 
Mstep: Class 21 contains 144629 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3316 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5967 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61379 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120203 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210040.000000 Penalty: 52236.687500
Iteration 350Q: 84 clusters Score -5.821004e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126300 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117894 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138573 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 145218 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 9893 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5942 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61382 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119998 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210268.000000 Penalty: 52236.687500
Iteration 351Q: 84 clusters Score -5.821027e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126287 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 9522 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117909 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138573 members 
Mstep: Class 20 contains 11179 members 
Mstep: Class 21 contains 145804 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 9898 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5899 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61379 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119767 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210236.000000 Penalty: 52236.687500
Iteration 352Q: 84 clusters Score -5.821024e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126273 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 13378 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117916 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138576 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 146314 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 9903 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5865 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61378 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119600 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210396.000000 Penalty: 52236.687500
Iteration 353Q: 84 clusters Score -5.82104e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126262 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 117922 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 11205 members 
Mstep: Class 21 contains 146807 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2950 members 
Mstep: Class 25 contains 9907 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5835 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61379 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119487 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210464.000000 Penalty: 52236.687500
Iteration 354Q: 84 clusters Score -5.821046e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17468 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126249 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 117927 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138579 members 
Mstep: Class 20 contains 11204 members 
Mstep: Class 21 contains 147259 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 9911 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5800 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61383 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119427 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210660.000000 Penalty: 52236.687500
Iteration 355Q: 84 clusters Score -5.821066e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 111661 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126240 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 8516 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 117939 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138580 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 147735 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5765 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61383 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119298 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210832.000000 Penalty: 52236.687500
Iteration 356Q: 84 clusters Score -5.821083e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126228 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 8313 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117943 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138581 members 
Mstep: Class 20 contains 11194 members 
Mstep: Class 21 contains 148174 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 9915 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 3124 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5729 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61380 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119183 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210984.000000 Penalty: 52236.687500
Iteration 357Q: 84 clusters Score -5.821098e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111671 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126212 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117947 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138580 members 
Mstep: Class 20 contains 11187 members 
Mstep: Class 21 contains 148615 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2690 members 
Mstep: Class 25 contains 9915 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2644 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61382 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119062 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210968.000000 Penalty: 52236.687500
Iteration 358Q: 84 clusters Score -5.821097e+07 nChanged 1289
Entering ConstructFrom: 
Score: -58210968.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5304.679199 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5304.679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5347.560059 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5347.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5367.344238 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -5367.344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5368.458008 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5368.458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5368.458008 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -5368.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Entering Unmasked Estep 
Score: -1057952.375000 Penalty: 444.452301
	Iteration 0F: 2 clusters Score -1057952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1046267.312500 Penalty: 888.904602
	Iteration 0F: 3 clusters Score -1046267 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1051105.625000 Penalty: 888.904602
	Iteration 1F: 3 clusters Score -1051106 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1051490.750000 Penalty: 888.904602
	Iteration 2F: 3 clusters Score -1051491 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1052078.000000 Penalty: 888.904602
	Iteration 3F: 3 clusters Score -1052078 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1053017.875000 Penalty: 888.904602
	Iteration 4F: 3 clusters Score -1053018 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1054064.875000 Penalty: 888.904602
	Iteration 5F: 3 clusters Score -1054065 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1054991.875000 Penalty: 888.904602
	Iteration 6F: 3 clusters Score -1054992 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1055597.750000 Penalty: 888.904602
	Iteration 7F: 3 clusters Score -1055598 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1055982.750000 Penalty: 888.904602
	Iteration 8Q: 3 clusters Score -1055983 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1056277.125000 Penalty: 888.904602
	Iteration 9Q: 3 clusters Score -1056277 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1056466.000000 Penalty: 888.904602
	Iteration 10Q: 3 clusters Score -1056466 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1056625.875000 Penalty: 888.904602
	Iteration 11Q: 3 clusters Score -1056626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1056743.500000 Penalty: 888.904602
	Iteration 12Q: 3 clusters Score -1056744 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1056866.750000 Penalty: 888.904602
	Iteration 13Q: 3 clusters Score -1056867 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1056976.500000 Penalty: 888.904602
	Iteration 14Q: 3 clusters Score -1056976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1057089.500000 Penalty: 888.904602
	Iteration 15Q: 3 clusters Score -1057090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1057206.000000 Penalty: 888.904602
	Iteration 16Q: 3 clusters Score -1057206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1057294.875000 Penalty: 888.904602
	Iteration 17Q: 3 clusters Score -1057295 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1057364.625000 Penalty: 888.904602
	Iteration 18Q: 3 clusters Score -1057365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1057412.500000 Penalty: 888.904602
	Iteration 19Q: 3 clusters Score -1057412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1057450.750000 Penalty: 888.904602
	Iteration 20F: 3 clusters Score -1057451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1057497.125000 Penalty: 888.904602
	Iteration 21Q: 3 clusters Score -1057497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1057538.625000 Penalty: 888.904602
	Iteration 22Q: 3 clusters Score -1057539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1057568.625000 Penalty: 888.904602
	Iteration 23Q: 3 clusters Score -1057569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1057588.000000 Penalty: 888.904602
	Iteration 24Q: 3 clusters Score -1057588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1057594.625000 Penalty: 888.904602
	Iteration 25Q: 3 clusters Score -1057595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1057599.875000 Penalty: 888.904602
	Iteration 26Q: 3 clusters Score -1057600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1057603.375000 Penalty: 888.904602
	Iteration 27Q: 3 clusters Score -1057603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1057608.875000 Penalty: 888.904602
	Iteration 28Q: 3 clusters Score -1057609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1057614.250000 Penalty: 888.904602
	Iteration 29Q: 3 clusters Score -1057614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1057619.000000 Penalty: 888.904602
	Iteration 30Q: 3 clusters Score -1057619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1057619.625000 Penalty: 888.904602
	Iteration 31Q: 3 clusters Score -1057620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1057626.000000 Penalty: 888.904602
	Iteration 32Q: 3 clusters Score -1057626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1057626.875000 Penalty: 888.904602
	Iteration 33Q: 3 clusters Score -1057627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1057627.500000 Penalty: 888.904602
	Iteration 34Q: 3 clusters Score -1057628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1057629.500000 Penalty: 888.904602
	Iteration 35Q: 3 clusters Score -1057630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1057630.125000 Penalty: 888.904602
	Iteration 36Q: 3 clusters Score -1057630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1057634.625000 Penalty: 888.904602
	Iteration 37Q: 3 clusters Score -1057635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1057637.000000 Penalty: 888.904602
	Iteration 38Q: 3 clusters Score -1057637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1057642.000000 Penalty: 888.904602
	Iteration 39Q: 3 clusters Score -1057642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1057647.000000 Penalty: 888.904602
	Iteration 40F: 3 clusters Score -1057647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1057647.500000 Penalty: 888.904602
	Iteration 41Q: 3 clusters Score -1057648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1057652.375000 Penalty: 888.904602
	Iteration 42Q: 3 clusters Score -1057652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1057652.125000 Penalty: 888.904602
	Iteration 43Q: 3 clusters Score -1057652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1057655.125000 Penalty: 888.904602
	Iteration 44Q: 3 clusters Score -1057655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1057655.125000 Penalty: 888.904602
	Iteration 45Q: 3 clusters Score -1057655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1057656.125000 Penalty: 888.904602
	Iteration 46Q: 3 clusters Score -1057656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1057658.000000 Penalty: 888.904602
	Iteration 47Q: 3 clusters Score -1057658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1057658.125000 Penalty: 888.904602
	Iteration 48Q: 3 clusters Score -1057658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1057658.500000 Penalty: 888.904602
	Iteration 49Q: 3 clusters Score -1057658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1057658.500000 Penalty: 888.904602
	Iteration 50Q: 3 clusters Score -1057658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1057660.125000 Penalty: 888.904602
	Iteration 51Q: 3 clusters Score -1057660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1057659.625000 Penalty: 888.904602
	Iteration 52Q: 3 clusters Score -1057660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1057661.250000 Penalty: 888.904602
	Iteration 53Q: 3 clusters Score -1057661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1057660.875000 Penalty: 888.904602
	Iteration 54Q: 3 clusters Score -1057661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1057660.875000 Penalty: 888.904602
	Iteration 55F: 3 clusters Score -1057661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -530284.625000 Penalty: 413.124634
	Iteration 0F: 2 clusters Score -530284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -524448.187500 Penalty: 826.249268
	Iteration 0F: 3 clusters Score -524448.2 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -526965.625000 Penalty: 826.249268
	Iteration 1F: 3 clusters Score -526965.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -527307.625000 Penalty: 826.249268
	Iteration 2F: 3 clusters Score -527307.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -527727.125000 Penalty: 826.249268
	Iteration 3F: 3 clusters Score -527727.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -528213.625000 Penalty: 826.249268
	Iteration 4F: 3 clusters Score -528213.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -528628.562500 Penalty: 826.249268
	Iteration 5F: 3 clusters Score -528628.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -528873.312500 Penalty: 826.249268
	Iteration 6F: 3 clusters Score -528873.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -529009.625000 Penalty: 826.249268
	Iteration 7Q: 3 clusters Score -529009.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -529097.750000 Penalty: 826.249268
	Iteration 8Q: 3 clusters Score -529097.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -529164.062500 Penalty: 826.249268
	Iteration 9Q: 3 clusters Score -529164.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -529219.437500 Penalty: 826.249268
	Iteration 10Q: 3 clusters Score -529219.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -529274.312500 Penalty: 826.249268
	Iteration 11Q: 3 clusters Score -529274.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -529321.937500 Penalty: 826.249268
	Iteration 12Q: 3 clusters Score -529321.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -529361.687500 Penalty: 826.249268
	Iteration 13Q: 3 clusters Score -529361.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -529395.437500 Penalty: 826.249268
	Iteration 14Q: 3 clusters Score -529395.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -529422.187500 Penalty: 826.249268
	Iteration 15Q: 3 clusters Score -529422.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -529442.437500 Penalty: 826.249268
	Iteration 16Q: 3 clusters Score -529442.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -529460.750000 Penalty: 826.249268
	Iteration 17Q: 3 clusters Score -529460.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -529481.000000 Penalty: 826.249268
	Iteration 18Q: 3 clusters Score -529481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -529499.187500 Penalty: 826.249268
	Iteration 19Q: 3 clusters Score -529499.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -529524.000000 Penalty: 826.249268
	Iteration 20F: 3 clusters Score -529524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -529543.562500 Penalty: 826.249268
	Iteration 21Q: 3 clusters Score -529543.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -529564.812500 Penalty: 826.249268
	Iteration 22Q: 3 clusters Score -529564.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -529582.062500 Penalty: 826.249268
	Iteration 23Q: 3 clusters Score -529582.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -529593.437500 Penalty: 826.249268
	Iteration 24Q: 3 clusters Score -529593.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -529602.375000 Penalty: 826.249268
	Iteration 25Q: 3 clusters Score -529602.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -529610.437500 Penalty: 826.249268
	Iteration 26Q: 3 clusters Score -529610.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -529616.875000 Penalty: 826.249268
	Iteration 27Q: 3 clusters Score -529616.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -529620.437500 Penalty: 826.249268
	Iteration 28Q: 3 clusters Score -529620.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -529625.687500 Penalty: 826.249268
	Iteration 29Q: 3 clusters Score -529625.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -529629.125000 Penalty: 826.249268
	Iteration 30Q: 3 clusters Score -529629.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -529634.000000 Penalty: 826.249268
	Iteration 31Q: 3 clusters Score -529634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -529635.812500 Penalty: 826.249268
	Iteration 32Q: 3 clusters Score -529635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -529640.875000 Penalty: 826.249268
	Iteration 33Q: 3 clusters Score -529640.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -529645.187500 Penalty: 826.249268
	Iteration 34Q: 3 clusters Score -529645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -529648.000000 Penalty: 826.249268
	Iteration 35Q: 3 clusters Score -529648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -529650.125000 Penalty: 826.249268
	Iteration 36Q: 3 clusters Score -529650.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -529652.000000 Penalty: 826.249268
	Iteration 37Q: 3 clusters Score -529652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -529655.062500 Penalty: 826.249268
	Iteration 38Q: 3 clusters Score -529655.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -529656.750000 Penalty: 826.249268
	Iteration 39Q: 3 clusters Score -529656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -529659.687500 Penalty: 826.249268
	Iteration 40F: 3 clusters Score -529659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -529663.437500 Penalty: 826.249268
	Iteration 41Q: 3 clusters Score -529663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -529666.000000 Penalty: 826.249268
	Iteration 42Q: 3 clusters Score -529666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -529668.875000 Penalty: 826.249268
	Iteration 43Q: 3 clusters Score -529668.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -529671.750000 Penalty: 826.249268
	Iteration 44Q: 3 clusters Score -529671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -529672.000000 Penalty: 826.249268
	Iteration 45Q: 3 clusters Score -529672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -529675.125000 Penalty: 826.249268
	Iteration 46Q: 3 clusters Score -529675.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -529674.937500 Penalty: 826.249268
	Iteration 47Q: 3 clusters Score -529674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -529677.375000 Penalty: 826.249268
	Iteration 48Q: 3 clusters Score -529677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -529678.687500 Penalty: 826.249268
	Iteration 49Q: 3 clusters Score -529678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -529680.500000 Penalty: 826.249268
	Iteration 50Q: 3 clusters Score -529680.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -529682.062500 Penalty: 826.249268
	Iteration 51Q: 3 clusters Score -529682.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -529681.812500 Penalty: 826.249268
	Iteration 52Q: 3 clusters Score -529681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -529681.562500 Penalty: 826.249268
	Iteration 53Q: 3 clusters Score -529681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -529683.125000 Penalty: 826.249268
	Iteration 54Q: 3 clusters Score -529683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -529683.937500 Penalty: 826.249268
	Iteration 55Q: 3 clusters Score -529683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -529684.687500 Penalty: 826.249268
	Iteration 56Q: 3 clusters Score -529684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -529685.812500 Penalty: 826.249268
	Iteration 57Q: 3 clusters Score -529685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -529686.687500 Penalty: 826.249268
	Iteration 58Q: 3 clusters Score -529686.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -529685.875000 Penalty: 826.249268
	Iteration 59Q: 3 clusters Score -529685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -529686.250000 Penalty: 826.249268
	Iteration 60F: 3 clusters Score -529686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -529685.937500 Penalty: 826.249268
	Iteration 61Q: 3 clusters Score -529685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -529685.187500 Penalty: 826.249268
	Iteration 62Q: 3 clusters Score -529685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -529685.187500 Penalty: 826.249268
	Iteration 63F: 3 clusters Score -529685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Entering Unmasked Estep 
Score: -6726825.000000 Penalty: 528.859070
	Iteration 0F: 2 clusters Score -6726825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -6653715.500000 Penalty: 1057.718140
	Iteration 0F: 3 clusters Score -6653716 nChanged 54416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -6689502.500000 Penalty: 1057.718140
	Iteration 1F: 3 clusters Score -6689502 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -6694040.000000 Penalty: 1057.718140
	Iteration 2F: 3 clusters Score -6694040 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -6701760.500000 Penalty: 1057.718140
	Iteration 3F: 3 clusters Score -6701760 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -6711935.500000 Penalty: 1057.718140
	Iteration 4F: 3 clusters Score -6711936 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -6720270.000000 Penalty: 1057.718140
	Iteration 5F: 3 clusters Score -6720270 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -6723667.000000 Penalty: 1057.718140
	Iteration 6Q: 3 clusters Score -6723667 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -6724737.500000 Penalty: 1057.718140
	Iteration 7Q: 3 clusters Score -6724738 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -6725336.500000 Penalty: 1057.718140
	Iteration 8Q: 3 clusters Score -6725336 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -6725786.500000 Penalty: 1057.718140
	Iteration 9Q: 3 clusters Score -6725786 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -6726140.000000 Penalty: 1057.718140
	Iteration 10Q: 3 clusters Score -6726140 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -6726407.000000 Penalty: 1057.718140
	Iteration 11Q: 3 clusters Score -6726407 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -6726567.500000 Penalty: 1057.718140
	Iteration 12Q: 3 clusters Score -6726568 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -6726751.500000 Penalty: 1057.718140
	Iteration 13Q: 3 clusters Score -6726752 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -6726862.000000 Penalty: 1057.718140
	Iteration 14Q: 3 clusters Score -6726862 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -6726869.000000 Penalty: 1057.718140
	Iteration 15Q: 3 clusters Score -6726869 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -6726835.000000 Penalty: 1057.718140
	Iteration 16Q: 3 clusters Score -6726835 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -6726829.000000 Penalty: 1057.718140
	Iteration 17Q: 3 clusters Score -6726829 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -6726833.500000 Penalty: 1057.718140
	Iteration 18Q: 3 clusters Score -6726834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -6726809.500000 Penalty: 1057.718140
	Iteration 19Q: 3 clusters Score -6726810 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -6726786.000000 Penalty: 1057.718140
	Iteration 20F: 3 clusters Score -6726786 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -6726765.500000 Penalty: 1057.718140
	Iteration 21Q: 3 clusters Score -6726766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -6726752.000000 Penalty: 1057.718140
	Iteration 22Q: 3 clusters Score -6726752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -6726737.500000 Penalty: 1057.718140
	Iteration 23Q: 3 clusters Score -6726738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 111039 members 
Entering Unmasked Estep 
Score: -6726733.500000 Penalty: 1057.718140
	Iteration 24Q: 3 clusters Score -6726734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -6726708.000000 Penalty: 1057.718140
	Iteration 25Q: 3 clusters Score -6726708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -6726698.500000 Penalty: 1057.718140
	Iteration 26Q: 3 clusters Score -6726698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -6726682.000000 Penalty: 1057.718140
	Iteration 27Q: 3 clusters Score -6726682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -6726677.000000 Penalty: 1057.718140
	Iteration 28Q: 3 clusters Score -6726677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -6726676.000000 Penalty: 1057.718140
	Iteration 29Q: 3 clusters Score -6726676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -6726676.500000 Penalty: 1057.718140
	Iteration 30Q: 3 clusters Score -6726676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -6726660.000000 Penalty: 1057.718140
	Iteration 31Q: 3 clusters Score -6726660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -6726658.500000 Penalty: 1057.718140
	Iteration 32Q: 3 clusters Score -6726658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -6726660.000000 Penalty: 1057.718140
	Iteration 33Q: 3 clusters Score -6726660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -6726658.500000 Penalty: 1057.718140
	Iteration 34Q: 3 clusters Score -6726658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -6726662.500000 Penalty: 1057.718140
	Iteration 35Q: 3 clusters Score -6726662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -6726662.500000 Penalty: 1057.718140
	Iteration 36F: 3 clusters Score -6726662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Entering Unmasked Estep 
Score: -270077.625000 Penalty: 383.639374
	Iteration 0F: 2 clusters Score -270077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -266958.343750 Penalty: 767.278748
	Iteration 0F: 3 clusters Score -266958.3 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -268137.750000 Penalty: 767.278748
	Iteration 1F: 3 clusters Score -268137.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -268328.656250 Penalty: 767.278748
	Iteration 2F: 3 clusters Score -268328.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -268533.218750 Penalty: 767.278748
	Iteration 3F: 3 clusters Score -268533.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -268749.312500 Penalty: 767.278748
	Iteration 4F: 3 clusters Score -268749.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -268992.781250 Penalty: 767.278748
	Iteration 5F: 3 clusters Score -268992.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -269177.312500 Penalty: 767.278748
	Iteration 6F: 3 clusters Score -269177.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -269270.781250 Penalty: 767.278748
	Iteration 7Q: 3 clusters Score -269270.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -269335.125000 Penalty: 767.278748
	Iteration 8Q: 3 clusters Score -269335.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -269380.875000 Penalty: 767.278748
	Iteration 9Q: 3 clusters Score -269380.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -269422.343750 Penalty: 767.278748
	Iteration 10Q: 3 clusters Score -269422.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -269470.906250 Penalty: 767.278748
	Iteration 11Q: 3 clusters Score -269470.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -269514.000000 Penalty: 767.278748
	Iteration 12Q: 3 clusters Score -269514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -269549.062500 Penalty: 767.278748
	Iteration 13Q: 3 clusters Score -269549.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -269578.968750 Penalty: 767.278748
	Iteration 14Q: 3 clusters Score -269579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -269610.000000 Penalty: 767.278748
	Iteration 15Q: 3 clusters Score -269610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -269645.343750 Penalty: 767.278748
	Iteration 16Q: 3 clusters Score -269645.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -269668.437500 Penalty: 767.278748
	Iteration 17Q: 3 clusters Score -269668.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -269693.781250 Penalty: 767.278748
	Iteration 18Q: 3 clusters Score -269693.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -269713.656250 Penalty: 767.278748
	Iteration 19Q: 3 clusters Score -269713.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -269735.156250 Penalty: 767.278748
	Iteration 20F: 3 clusters Score -269735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -269745.687500 Penalty: 767.278748
	Iteration 21Q: 3 clusters Score -269745.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -269754.656250 Penalty: 767.278748
	Iteration 22Q: 3 clusters Score -269754.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -269762.593750 Penalty: 767.278748
	Iteration 23Q: 3 clusters Score -269762.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -269769.281250 Penalty: 767.278748
	Iteration 24Q: 3 clusters Score -269769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -269775.406250 Penalty: 767.278748
	Iteration 25Q: 3 clusters Score -269775.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -269783.031250 Penalty: 767.278748
	Iteration 26Q: 3 clusters Score -269783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -269785.812500 Penalty: 767.278748
	Iteration 27Q: 3 clusters Score -269785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -269788.875000 Penalty: 767.278748
	Iteration 28Q: 3 clusters Score -269788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -269792.343750 Penalty: 767.278748
	Iteration 29Q: 3 clusters Score -269792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -269794.187500 Penalty: 767.278748
	Iteration 30Q: 3 clusters Score -269794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -269795.312500 Penalty: 767.278748
	Iteration 31Q: 3 clusters Score -269795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -269795.343750 Penalty: 767.278748
	Iteration 32Q: 3 clusters Score -269795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -269795.812500 Penalty: 767.278748
	Iteration 33Q: 3 clusters Score -269795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -269797.093750 Penalty: 767.278748
	Iteration 34Q: 3 clusters Score -269797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -269798.218750 Penalty: 767.278748
	Iteration 35Q: 3 clusters Score -269798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -269800.062500 Penalty: 767.278748
	Iteration 36Q: 3 clusters Score -269800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -269801.343750 Penalty: 767.278748
	Iteration 37Q: 3 clusters Score -269801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -269802.718750 Penalty: 767.278748
	Iteration 38Q: 3 clusters Score -269802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -269804.343750 Penalty: 767.278748
	Iteration 39Q: 3 clusters Score -269804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -269804.281250 Penalty: 767.278748
	Iteration 40F: 3 clusters Score -269804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -269804.500000 Penalty: 767.278748
	Iteration 41Q: 3 clusters Score -269804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -269804.500000 Penalty: 767.278748
	Iteration 42F: 3 clusters Score -269804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46144.503906 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46144.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46390.625000 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46390.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46505.832031 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46505.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46604.617188 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46604.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46672.972656 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -46672.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46707.996094 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46733.507812 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46733.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46741.976562 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46741.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46746.132812 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46746.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46747.335938 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46747.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46750.050781 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46750.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46755.277344 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46755.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46757.062500 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46757.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46761.738281 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46761.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46771.726562 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46771.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46780.167969 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -46780.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46781.464844 Penalty: 605.995789
	Iteration 16Q: 3 clusters Score -46781.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46781.464844 Penalty: 605.995789
	Iteration 17F: 3 clusters Score -46781.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6909.131836 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6909.132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7135.960938 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7135.961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7187.998535 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7187.999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7221.614746 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -7221.615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7253.226562 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7253.227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7273.163574 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7273.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7278.239258 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7278.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7279.192871 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7279.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7280.175781 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7280.176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7280.721191 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7280.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7280.721191 Penalty: 531.762573
	Iteration 10F: 3 clusters Score -7280.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 210 members 
Entering Unmasked Estep 
Score: -58210596.000000 Penalty: 52866.046875
Splitting cluster 7 changes total score from -58210968.000000 to -58210596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (126199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126199 members 
Entering Unmasked Estep 
Score: -7431751.500000 Penalty: 534.425476
	Iteration 0F: 2 clusters Score -7431752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -7346766.000000 Penalty: 1068.850952
	Iteration 0F: 3 clusters Score -7346766 nChanged 61793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -7387820.000000 Penalty: 1068.850952
	Iteration 1F: 3 clusters Score -7387820 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7391156.000000 Penalty: 1068.850952
	Iteration 2F: 3 clusters Score -7391156 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -7396131.500000 Penalty: 1068.850952
	Iteration 3F: 3 clusters Score -7396132 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -7403181.500000 Penalty: 1068.850952
	Iteration 4F: 3 clusters Score -7403182 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7411020.000000 Penalty: 1068.850952
	Iteration 5F: 3 clusters Score -7411020 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -7416325.500000 Penalty: 1068.850952
	Iteration 6F: 3 clusters Score -7416326 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -7418981.500000 Penalty: 1068.850952
	Iteration 7Q: 3 clusters Score -7418982 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7420396.500000 Penalty: 1068.850952
	Iteration 8Q: 3 clusters Score -7420396 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -7421573.000000 Penalty: 1068.850952
	Iteration 9Q: 3 clusters Score -7421573 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -7422503.000000 Penalty: 1068.850952
	Iteration 10Q: 3 clusters Score -7422503 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -7423428.500000 Penalty: 1068.850952
	Iteration 11Q: 3 clusters Score -7423428 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -7424302.500000 Penalty: 1068.850952
	Iteration 12Q: 3 clusters Score -7424302 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -7425199.500000 Penalty: 1068.850952
	Iteration 13Q: 3 clusters Score -7425200 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -7426059.500000 Penalty: 1068.850952
	Iteration 14Q: 3 clusters Score -7426060 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7426883.500000 Penalty: 1068.850952
	Iteration 15Q: 3 clusters Score -7426884 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7427669.000000 Penalty: 1068.850952
	Iteration 16Q: 3 clusters Score -7427669 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118038 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -7428312.500000 Penalty: 1068.850952
	Iteration 17Q: 3 clusters Score -7428312 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -7428895.500000 Penalty: 1068.850952
	Iteration 18Q: 3 clusters Score -7428896 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -7429321.000000 Penalty: 1068.850952
	Iteration 19Q: 3 clusters Score -7429321 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -7429698.000000 Penalty: 1068.850952
	Iteration 20F: 3 clusters Score -7429698 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7430061.000000 Penalty: 1068.850952
	Iteration 21Q: 3 clusters Score -7430061 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7430347.000000 Penalty: 1068.850952
	Iteration 22Q: 3 clusters Score -7430347 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7430506.500000 Penalty: 1068.850952
	Iteration 23Q: 3 clusters Score -7430506 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7430703.500000 Penalty: 1068.850952
	Iteration 24Q: 3 clusters Score -7430704 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7430800.500000 Penalty: 1068.850952
	Iteration 25Q: 3 clusters Score -7430800 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7430932.500000 Penalty: 1068.850952
	Iteration 26Q: 3 clusters Score -7430932 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124298 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7431027.000000 Penalty: 1068.850952
	Iteration 27Q: 3 clusters Score -7431027 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124465 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7431076.500000 Penalty: 1068.850952
	Iteration 28Q: 3 clusters Score -7431076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7431116.000000 Penalty: 1068.850952
	Iteration 29Q: 3 clusters Score -7431116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7431137.000000 Penalty: 1068.850952
	Iteration 30Q: 3 clusters Score -7431137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7431164.500000 Penalty: 1068.850952
	Iteration 31Q: 3 clusters Score -7431164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124918 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7431183.500000 Penalty: 1068.850952
	Iteration 32Q: 3 clusters Score -7431184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7431221.000000 Penalty: 1068.850952
	Iteration 33Q: 3 clusters Score -7431221 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7431252.000000 Penalty: 1068.850952
	Iteration 34Q: 3 clusters Score -7431252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125118 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7431269.500000 Penalty: 1068.850952
	Iteration 35Q: 3 clusters Score -7431270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7431297.000000 Penalty: 1068.850952
	Iteration 36Q: 3 clusters Score -7431297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7431312.000000 Penalty: 1068.850952
	Iteration 37Q: 3 clusters Score -7431312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7431333.000000 Penalty: 1068.850952
	Iteration 38Q: 3 clusters Score -7431333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7431353.500000 Penalty: 1068.850952
	Iteration 39Q: 3 clusters Score -7431354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125330 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7431350.000000 Penalty: 1068.850952
	Iteration 40F: 3 clusters Score -7431350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7431357.000000 Penalty: 1068.850952
	Iteration 41Q: 3 clusters Score -7431357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7431359.000000 Penalty: 1068.850952
	Iteration 42Q: 3 clusters Score -7431359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7431356.000000 Penalty: 1068.850952
	Iteration 43Q: 3 clusters Score -7431356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7431364.500000 Penalty: 1068.850952
	Iteration 44Q: 3 clusters Score -7431364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7431374.000000 Penalty: 1068.850952
	Iteration 45Q: 3 clusters Score -7431374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7431381.500000 Penalty: 1068.850952
	Iteration 46Q: 3 clusters Score -7431382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7431383.000000 Penalty: 1068.850952
	Iteration 47Q: 3 clusters Score -7431383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7431387.500000 Penalty: 1068.850952
	Iteration 48Q: 3 clusters Score -7431388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7431381.000000 Penalty: 1068.850952
	Iteration 49Q: 3 clusters Score -7431381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125468 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7431391.000000 Penalty: 1068.850952
	Iteration 50Q: 3 clusters Score -7431391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7431388.500000 Penalty: 1068.850952
	Iteration 51Q: 3 clusters Score -7431388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125490 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7431384.500000 Penalty: 1068.850952
	Iteration 52Q: 3 clusters Score -7431384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7431385.000000 Penalty: 1068.850952
	Iteration 53Q: 3 clusters Score -7431385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7431388.500000 Penalty: 1068.850952
	Iteration 54Q: 3 clusters Score -7431388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7431395.500000 Penalty: 1068.850952
	Iteration 55Q: 3 clusters Score -7431396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7431393.000000 Penalty: 1068.850952
	Iteration 56Q: 3 clusters Score -7431393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7431397.500000 Penalty: 1068.850952
	Iteration 57Q: 3 clusters Score -7431398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7431389.000000 Penalty: 1068.850952
	Iteration 58Q: 3 clusters Score -7431389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7431394.500000 Penalty: 1068.850952
	Iteration 59Q: 3 clusters Score -7431394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7431394.000000 Penalty: 1068.850952
	Iteration 60F: 3 clusters Score -7431394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7431404.500000 Penalty: 1068.850952
	Iteration 61Q: 3 clusters Score -7431404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7431405.000000 Penalty: 1068.850952
	Iteration 62Q: 3 clusters Score -7431405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7431399.000000 Penalty: 1068.850952
	Iteration 63Q: 3 clusters Score -7431399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7431396.500000 Penalty: 1068.850952
	Iteration 64Q: 3 clusters Score -7431396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7431396.500000 Penalty: 1068.850952
	Iteration 65F: 3 clusters Score -7431396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24461.322266 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24461.32 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24625.779297 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24625.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24704.703125 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24704.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24767.947266 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24767.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24823.335938 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -24823.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24883.480469 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -24883.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25009.789062 Penalty: 552.647095
	Iteration 6F: 3 clusters Score -25009.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25070.904297 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25070.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25080.646484 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25080.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25085.890625 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25085.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25089.335938 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25089.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25089.914062 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25089.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25091.154297 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25091.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25091.421875 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25091.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25091.421875 Penalty: 552.647095
	Iteration 14F: 3 clusters Score -25091.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 132 members 
Entering Unmasked Estep 
Score: -58210772.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58210968.000000 to -58210772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22143.939453 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22143.94 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22276.140625 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22276.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22331.099609 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22347.082031 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -22347.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22365.515625 Penalty: 541.745117
	Iteration 4F: 3 clusters Score -22365.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22384.480469 Penalty: 541.745117
	Iteration 5F: 3 clusters Score -22384.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22397.564453 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22397.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22408.531250 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22408.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22425.992188 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22425.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22439.609375 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22439.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22448.302734 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22455.832031 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22455.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22460.085938 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -22460.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22464.685547 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -22464.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22465.484375 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -22465.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22469.144531 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -22469.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22473.142578 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -22473.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22477.105469 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -22477.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22484.554688 Penalty: 541.745117
	Iteration 18Q: 3 clusters Score -22484.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22491.480469 Penalty: 541.745117
	Iteration 19Q: 3 clusters Score -22491.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22491.480469 Penalty: 541.745117
	Iteration 20F: 3 clusters Score -22491.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Entering Unmasked Estep 
Score: -481669.593750 Penalty: 408.460144
	Iteration 0F: 2 clusters Score -481669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -476398.437500 Penalty: 816.920288
	Iteration 0F: 3 clusters Score -476398.4 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -478660.750000 Penalty: 816.920288
	Iteration 1F: 3 clusters Score -478660.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -479036.625000 Penalty: 816.920288
	Iteration 2F: 3 clusters Score -479036.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -479507.125000 Penalty: 816.920288
	Iteration 3F: 3 clusters Score -479507.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -480064.843750 Penalty: 816.920288
	Iteration 4F: 3 clusters Score -480064.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -480590.218750 Penalty: 816.920288
	Iteration 5F: 3 clusters Score -480590.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -480947.750000 Penalty: 816.920288
	Iteration 6F: 3 clusters Score -480947.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -481136.843750 Penalty: 816.920288
	Iteration 7Q: 3 clusters Score -481136.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -481245.062500 Penalty: 816.920288
	Iteration 8Q: 3 clusters Score -481245.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -481296.812500 Penalty: 816.920288
	Iteration 9Q: 3 clusters Score -481296.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -481318.906250 Penalty: 816.920288
	Iteration 10Q: 3 clusters Score -481318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -481330.750000 Penalty: 816.920288
	Iteration 11Q: 3 clusters Score -481330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -481338.875000 Penalty: 816.920288
	Iteration 12Q: 3 clusters Score -481338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -481343.750000 Penalty: 816.920288
	Iteration 13Q: 3 clusters Score -481343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -481346.031250 Penalty: 816.920288
	Iteration 14Q: 3 clusters Score -481346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -481346.031250 Penalty: 816.920288
	Iteration 15F: 3 clusters Score -481346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -186949.140625 Penalty: 365.722931
	Iteration 0F: 2 clusters Score -186949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -184812.031250 Penalty: 731.445862
	Iteration 0F: 3 clusters Score -184812 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -185644.812500 Penalty: 731.445862
	Iteration 1F: 3 clusters Score -185644.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -185840.921875 Penalty: 731.445862
	Iteration 2F: 3 clusters Score -185840.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -186064.156250 Penalty: 731.445862
	Iteration 3F: 3 clusters Score -186064.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186239.515625 Penalty: 731.445862
	Iteration 4F: 3 clusters Score -186239.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186364.406250 Penalty: 731.445862
	Iteration 5F: 3 clusters Score -186364.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186454.953125 Penalty: 731.445862
	Iteration 6Q: 3 clusters Score -186455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -186504.140625 Penalty: 731.445862
	Iteration 7Q: 3 clusters Score -186504.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -186531.203125 Penalty: 731.445862
	Iteration 8Q: 3 clusters Score -186531.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -186551.718750 Penalty: 731.445862
	Iteration 9Q: 3 clusters Score -186551.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186575.359375 Penalty: 731.445862
	Iteration 10Q: 3 clusters Score -186575.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186592.187500 Penalty: 731.445862
	Iteration 11Q: 3 clusters Score -186592.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -186601.375000 Penalty: 731.445862
	Iteration 12Q: 3 clusters Score -186601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -186607.281250 Penalty: 731.445862
	Iteration 13Q: 3 clusters Score -186607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -186610.437500 Penalty: 731.445862
	Iteration 14Q: 3 clusters Score -186610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -186612.687500 Penalty: 731.445862
	Iteration 15Q: 3 clusters Score -186612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -186615.000000 Penalty: 731.445862
	Iteration 16Q: 3 clusters Score -186615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -186616.718750 Penalty: 731.445862
	Iteration 17Q: 3 clusters Score -186616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186617.984375 Penalty: 731.445862
	Iteration 18Q: 3 clusters Score -186618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186619.828125 Penalty: 731.445862
	Iteration 19Q: 3 clusters Score -186619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -186621.265625 Penalty: 731.445862
	Iteration 20F: 3 clusters Score -186621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -186626.515625 Penalty: 731.445862
	Iteration 21Q: 3 clusters Score -186626.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -186634.906250 Penalty: 731.445862
	Iteration 22Q: 3 clusters Score -186634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -186641.828125 Penalty: 731.445862
	Iteration 23Q: 3 clusters Score -186641.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186648.578125 Penalty: 731.445862
	Iteration 24Q: 3 clusters Score -186648.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186657.718750 Penalty: 731.445862
	Iteration 25Q: 3 clusters Score -186657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186665.093750 Penalty: 731.445862
	Iteration 26Q: 3 clusters Score -186665.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186671.921875 Penalty: 731.445862
	Iteration 27Q: 3 clusters Score -186671.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186675.500000 Penalty: 731.445862
	Iteration 28Q: 3 clusters Score -186675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186677.937500 Penalty: 731.445862
	Iteration 29Q: 3 clusters Score -186677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186679.750000 Penalty: 731.445862
	Iteration 30Q: 3 clusters Score -186679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -186680.359375 Penalty: 731.445862
	Iteration 31Q: 3 clusters Score -186680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186681.156250 Penalty: 731.445862
	Iteration 32Q: 3 clusters Score -186681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186681.781250 Penalty: 731.445862
	Iteration 33Q: 3 clusters Score -186681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186682.609375 Penalty: 731.445862
	Iteration 34Q: 3 clusters Score -186682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186684.015625 Penalty: 731.445862
	Iteration 35Q: 3 clusters Score -186684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186685.593750 Penalty: 731.445862
	Iteration 36Q: 3 clusters Score -186685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186686.312500 Penalty: 731.445862
	Iteration 37Q: 3 clusters Score -186686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -186687.968750 Penalty: 731.445862
	Iteration 38Q: 3 clusters Score -186688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186688.812500 Penalty: 731.445862
	Iteration 39Q: 3 clusters Score -186688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186689.828125 Penalty: 731.445862
	Iteration 40F: 3 clusters Score -186689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -186690.796875 Penalty: 731.445862
	Iteration 41Q: 3 clusters Score -186690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186691.234375 Penalty: 731.445862
	Iteration 42Q: 3 clusters Score -186691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186691.515625 Penalty: 731.445862
	Iteration 43Q: 3 clusters Score -186691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186691.390625 Penalty: 731.445862
	Iteration 44Q: 3 clusters Score -186691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -186691.921875 Penalty: 731.445862
	Iteration 45Q: 3 clusters Score -186691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186692.328125 Penalty: 731.445862
	Iteration 46Q: 3 clusters Score -186692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186692.687500 Penalty: 731.445862
	Iteration 47Q: 3 clusters Score -186692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -186692.875000 Penalty: 731.445862
	Iteration 48Q: 3 clusters Score -186692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186693.468750 Penalty: 731.445862
	Iteration 49Q: 3 clusters Score -186693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186693.468750 Penalty: 731.445862
	Iteration 50F: 3 clusters Score -186693.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -802263.687500 Penalty: 432.261139
	Iteration 0F: 2 clusters Score -802263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -793490.062500 Penalty: 864.522278
	Iteration 0F: 3 clusters Score -793490.1 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -797088.562500 Penalty: 864.522278
	Iteration 1F: 3 clusters Score -797088.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -797299.125000 Penalty: 864.522278
	Iteration 2Q: 3 clusters Score -797299.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -797526.937500 Penalty: 864.522278
	Iteration 3Q: 3 clusters Score -797526.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -797762.187500 Penalty: 864.522278
	Iteration 4Q: 3 clusters Score -797762.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -798066.812500 Penalty: 864.522278
	Iteration 5Q: 3 clusters Score -798066.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -798486.062500 Penalty: 864.522278
	Iteration 6Q: 3 clusters Score -798486.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -798968.125000 Penalty: 864.522278
	Iteration 7F: 3 clusters Score -798968.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -799505.625000 Penalty: 864.522278
	Iteration 8F: 3 clusters Score -799505.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -800044.187500 Penalty: 864.522278
	Iteration 9Q: 3 clusters Score -800044.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -800437.437500 Penalty: 864.522278
	Iteration 10Q: 3 clusters Score -800437.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -800710.750000 Penalty: 864.522278
	Iteration 11Q: 3 clusters Score -800710.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -800933.375000 Penalty: 864.522278
	Iteration 12Q: 3 clusters Score -800933.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -801106.937500 Penalty: 864.522278
	Iteration 13Q: 3 clusters Score -801106.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -801262.312500 Penalty: 864.522278
	Iteration 14Q: 3 clusters Score -801262.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -801397.937500 Penalty: 864.522278
	Iteration 15Q: 3 clusters Score -801397.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -801502.625000 Penalty: 864.522278
	Iteration 16Q: 3 clusters Score -801502.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -801586.812500 Penalty: 864.522278
	Iteration 17Q: 3 clusters Score -801586.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -801661.625000 Penalty: 864.522278
	Iteration 18Q: 3 clusters Score -801661.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -801706.500000 Penalty: 864.522278
	Iteration 19Q: 3 clusters Score -801706.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -801740.000000 Penalty: 864.522278
	Iteration 20F: 3 clusters Score -801740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -801759.250000 Penalty: 864.522278
	Iteration 21Q: 3 clusters Score -801759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -801774.625000 Penalty: 864.522278
	Iteration 22Q: 3 clusters Score -801774.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -801786.125000 Penalty: 864.522278
	Iteration 23Q: 3 clusters Score -801786.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -801799.875000 Penalty: 864.522278
	Iteration 24Q: 3 clusters Score -801799.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -801814.875000 Penalty: 864.522278
	Iteration 25Q: 3 clusters Score -801814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -801828.062500 Penalty: 864.522278
	Iteration 26Q: 3 clusters Score -801828.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -801849.687500 Penalty: 864.522278
	Iteration 27Q: 3 clusters Score -801849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -801858.562500 Penalty: 864.522278
	Iteration 28Q: 3 clusters Score -801858.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -801864.062500 Penalty: 864.522278
	Iteration 29Q: 3 clusters Score -801864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -801869.187500 Penalty: 864.522278
	Iteration 30Q: 3 clusters Score -801869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -801873.437500 Penalty: 864.522278
	Iteration 31Q: 3 clusters Score -801873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -801878.875000 Penalty: 864.522278
	Iteration 32Q: 3 clusters Score -801878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -801882.625000 Penalty: 864.522278
	Iteration 33Q: 3 clusters Score -801882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -801884.312500 Penalty: 864.522278
	Iteration 34Q: 3 clusters Score -801884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -801886.250000 Penalty: 864.522278
	Iteration 35Q: 3 clusters Score -801886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -801889.375000 Penalty: 864.522278
	Iteration 36Q: 3 clusters Score -801889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -801891.875000 Penalty: 864.522278
	Iteration 37Q: 3 clusters Score -801891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -801892.062500 Penalty: 864.522278
	Iteration 38Q: 3 clusters Score -801892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -801893.875000 Penalty: 864.522278
	Iteration 39Q: 3 clusters Score -801893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -801894.500000 Penalty: 864.522278
	Iteration 40F: 3 clusters Score -801894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -801895.750000 Penalty: 864.522278
	Iteration 41Q: 3 clusters Score -801895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -801897.750000 Penalty: 864.522278
	Iteration 42Q: 3 clusters Score -801897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -801899.375000 Penalty: 864.522278
	Iteration 43Q: 3 clusters Score -801899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -801900.812500 Penalty: 864.522278
	Iteration 44Q: 3 clusters Score -801900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -801901.500000 Penalty: 864.522278
	Iteration 45Q: 3 clusters Score -801901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -801904.500000 Penalty: 864.522278
	Iteration 46Q: 3 clusters Score -801904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -801904.875000 Penalty: 864.522278
	Iteration 47Q: 3 clusters Score -801904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -801904.875000 Penalty: 864.522278
	Iteration 48Q: 3 clusters Score -801904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -801905.437500 Penalty: 864.522278
	Iteration 49Q: 3 clusters Score -801905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -801905.437500 Penalty: 864.522278
	Iteration 50F: 3 clusters Score -801905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Entering Unmasked Estep 
Score: -4373921.500000 Penalty: 509.447021
	Iteration 0F: 2 clusters Score -4373922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4324585.000000 Penalty: 1018.894043
	Iteration 0F: 3 clusters Score -4324585 nChanged 35551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4346237.000000 Penalty: 1018.894043
	Iteration 1F: 3 clusters Score -4346237 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4347041.500000 Penalty: 1018.894043
	Iteration 2Q: 3 clusters Score -4347042 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4348227.500000 Penalty: 1018.894043
	Iteration 3Q: 3 clusters Score -4348228 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4349890.000000 Penalty: 1018.894043
	Iteration 4F: 3 clusters Score -4349890 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4352351.500000 Penalty: 1018.894043
	Iteration 5F: 3 clusters Score -4352352 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4355717.500000 Penalty: 1018.894043
	Iteration 6F: 3 clusters Score -4355718 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4360076.500000 Penalty: 1018.894043
	Iteration 7F: 3 clusters Score -4360076 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4364662.500000 Penalty: 1018.894043
	Iteration 8F: 3 clusters Score -4364662 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4368426.000000 Penalty: 1018.894043
	Iteration 9F: 3 clusters Score -4368426 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4370930.500000 Penalty: 1018.894043
	Iteration 10Q: 3 clusters Score -4370930 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4372366.000000 Penalty: 1018.894043
	Iteration 11Q: 3 clusters Score -4372366 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4373026.500000 Penalty: 1018.894043
	Iteration 12Q: 3 clusters Score -4373026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4373256.000000 Penalty: 1018.894043
	Iteration 13Q: 3 clusters Score -4373256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4373398.000000 Penalty: 1018.894043
	Iteration 14Q: 3 clusters Score -4373398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4373437.500000 Penalty: 1018.894043
	Iteration 15Q: 3 clusters Score -4373438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4373456.000000 Penalty: 1018.894043
	Iteration 16Q: 3 clusters Score -4373456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4373463.500000 Penalty: 1018.894043
	Iteration 17Q: 3 clusters Score -4373464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4373471.000000 Penalty: 1018.894043
	Iteration 18Q: 3 clusters Score -4373471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4373476.500000 Penalty: 1018.894043
	Iteration 19Q: 3 clusters Score -4373476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4373482.000000 Penalty: 1018.894043
	Iteration 20F: 3 clusters Score -4373482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4373482.000000 Penalty: 1018.894043
	Iteration 21Q: 3 clusters Score -4373482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4373483.000000 Penalty: 1018.894043
	Iteration 22Q: 3 clusters Score -4373483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4373483.000000 Penalty: 1018.894043
	Iteration 23F: 3 clusters Score -4373483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (117964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Entering Unmasked Estep 
Score: -7051119.000000 Penalty: 531.355164
	Iteration 0F: 2 clusters Score -7051119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -6973558.500000 Penalty: 1062.710327
	Iteration 0F: 3 clusters Score -6973558 nChanged 57642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -7008097.000000 Penalty: 1062.710327
	Iteration 1F: 3 clusters Score -7008097 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7010189.500000 Penalty: 1062.710327
	Iteration 2Q: 3 clusters Score -7010190 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -7013619.500000 Penalty: 1062.710327
	Iteration 3F: 3 clusters Score -7013620 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -7019318.000000 Penalty: 1062.710327
	Iteration 4F: 3 clusters Score -7019318 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -7026466.500000 Penalty: 1062.710327
	Iteration 5F: 3 clusters Score -7026466 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -7032870.500000 Penalty: 1062.710327
	Iteration 6F: 3 clusters Score -7032870 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -7036537.000000 Penalty: 1062.710327
	Iteration 7F: 3 clusters Score -7036537 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -7038345.500000 Penalty: 1062.710327
	Iteration 8Q: 3 clusters Score -7038346 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -7039467.500000 Penalty: 1062.710327
	Iteration 9Q: 3 clusters Score -7039468 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -7040399.500000 Penalty: 1062.710327
	Iteration 10Q: 3 clusters Score -7040400 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -7041529.500000 Penalty: 1062.710327
	Iteration 11Q: 3 clusters Score -7041530 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -7042635.000000 Penalty: 1062.710327
	Iteration 12Q: 3 clusters Score -7042635 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -7043843.500000 Penalty: 1062.710327
	Iteration 13Q: 3 clusters Score -7043844 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -7045145.000000 Penalty: 1062.710327
	Iteration 14Q: 3 clusters Score -7045145 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -7046470.000000 Penalty: 1062.710327
	Iteration 15Q: 3 clusters Score -7046470 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -7047695.000000 Penalty: 1062.710327
	Iteration 16Q: 3 clusters Score -7047695 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -7048749.500000 Penalty: 1062.710327
	Iteration 17Q: 3 clusters Score -7048750 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -7049624.500000 Penalty: 1062.710327
	Iteration 18Q: 3 clusters Score -7049624 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -7050240.000000 Penalty: 1062.710327
	Iteration 19Q: 3 clusters Score -7050240 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -7050742.000000 Penalty: 1062.710327
	Iteration 20F: 3 clusters Score -7050742 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -7051153.500000 Penalty: 1062.710327
	Iteration 21Q: 3 clusters Score -7051154 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -7051389.500000 Penalty: 1062.710327
	Iteration 22Q: 3 clusters Score -7051390 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -7051504.500000 Penalty: 1062.710327
	Iteration 23Q: 3 clusters Score -7051504 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -7051515.000000 Penalty: 1062.710327
	Iteration 24Q: 3 clusters Score -7051515 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -7051544.500000 Penalty: 1062.710327
	Iteration 25Q: 3 clusters Score -7051544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -7051541.000000 Penalty: 1062.710327
	Iteration 26Q: 3 clusters Score -7051541 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -7051506.000000 Penalty: 1062.710327
	Iteration 27Q: 3 clusters Score -7051506 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -7051484.500000 Penalty: 1062.710327
	Iteration 28Q: 3 clusters Score -7051484 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -7051447.500000 Penalty: 1062.710327
	Iteration 29Q: 3 clusters Score -7051448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -7051401.000000 Penalty: 1062.710327
	Iteration 30Q: 3 clusters Score -7051401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -7051348.000000 Penalty: 1062.710327
	Iteration 31Q: 3 clusters Score -7051348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -7051337.500000 Penalty: 1062.710327
	Iteration 32Q: 3 clusters Score -7051338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -7051340.500000 Penalty: 1062.710327
	Iteration 33Q: 3 clusters Score -7051340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -7051327.000000 Penalty: 1062.710327
	Iteration 34Q: 3 clusters Score -7051327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -7051311.500000 Penalty: 1062.710327
	Iteration 35Q: 3 clusters Score -7051312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -7051298.000000 Penalty: 1062.710327
	Iteration 36Q: 3 clusters Score -7051298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -7051283.500000 Penalty: 1062.710327
	Iteration 37Q: 3 clusters Score -7051284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -7051281.000000 Penalty: 1062.710327
	Iteration 38Q: 3 clusters Score -7051281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -7051269.500000 Penalty: 1062.710327
	Iteration 39Q: 3 clusters Score -7051270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -7051258.500000 Penalty: 1062.710327
	Iteration 40F: 3 clusters Score -7051258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -7051257.500000 Penalty: 1062.710327
	Iteration 41Q: 3 clusters Score -7051258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -7051255.000000 Penalty: 1062.710327
	Iteration 42Q: 3 clusters Score -7051255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -7051249.500000 Penalty: 1062.710327
	Iteration 43Q: 3 clusters Score -7051250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -7051252.000000 Penalty: 1062.710327
	Iteration 44Q: 3 clusters Score -7051252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -7051246.000000 Penalty: 1062.710327
	Iteration 45Q: 3 clusters Score -7051246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -7051247.000000 Penalty: 1062.710327
	Iteration 46Q: 3 clusters Score -7051247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -7051249.000000 Penalty: 1062.710327
	Iteration 47Q: 3 clusters Score -7051249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -7051244.500000 Penalty: 1062.710327
	Iteration 48Q: 3 clusters Score -7051244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -7051240.000000 Penalty: 1062.710327
	Iteration 49Q: 3 clusters Score -7051240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 117380 members 
Entering Unmasked Estep 
Score: -7051235.500000 Penalty: 1062.710327
	Iteration 50Q: 3 clusters Score -7051236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -7051233.500000 Penalty: 1062.710327
	Iteration 51Q: 3 clusters Score -7051234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -7051230.500000 Penalty: 1062.710327
	Iteration 52Q: 3 clusters Score -7051230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -7051228.500000 Penalty: 1062.710327
	Iteration 53Q: 3 clusters Score -7051228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -7051224.000000 Penalty: 1062.710327
	Iteration 54Q: 3 clusters Score -7051224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -7051231.500000 Penalty: 1062.710327
	Iteration 55Q: 3 clusters Score -7051232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -7051231.500000 Penalty: 1062.710327
	Iteration 56Q: 3 clusters Score -7051232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -7051226.500000 Penalty: 1062.710327
	Iteration 57Q: 3 clusters Score -7051226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -7051222.500000 Penalty: 1062.710327
	Iteration 58Q: 3 clusters Score -7051222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -7051222.000000 Penalty: 1062.710327
	Iteration 59Q: 3 clusters Score -7051222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -7051225.000000 Penalty: 1062.710327
	Iteration 60F: 3 clusters Score -7051225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -7051223.000000 Penalty: 1062.710327
	Iteration 61Q: 3 clusters Score -7051223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -7051219.500000 Penalty: 1062.710327
	Iteration 62Q: 3 clusters Score -7051220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -7051213.000000 Penalty: 1062.710327
	Iteration 63Q: 3 clusters Score -7051213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -7051212.000000 Penalty: 1062.710327
	Iteration 64Q: 3 clusters Score -7051212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -7051212.000000 Penalty: 1062.710327
	Iteration 65Q: 3 clusters Score -7051212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -7051208.500000 Penalty: 1062.710327
	Iteration 66Q: 3 clusters Score -7051208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -7051214.000000 Penalty: 1062.710327
	Iteration 67Q: 3 clusters Score -7051214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -7051212.000000 Penalty: 1062.710327
	Iteration 68Q: 3 clusters Score -7051212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -7051212.000000 Penalty: 1062.710327
	Iteration 69F: 3 clusters Score -7051212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 117442 members 
Entering Unmasked Estep 
Score: -58210768.000000 Penalty: 52866.046875
Splitting cluster 15 changes total score from -58210968.000000 to -58210768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52788.945312 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52788.95 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -53018.175781 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53018.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53086.664062 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53086.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53139.136719 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53139.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -53164.656250 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53164.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53179.695312 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -53189.742188 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53189.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53198.726562 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53198.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53209.281250 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53209.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53214.390625 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53214.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53219.152344 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53219.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53220.773438 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53220.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53223.003906 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53228.300781 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53246.597656 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53276.757812 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53276.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53294.300781 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53294.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53306.140625 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53306.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -53313.726562 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53313.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53318.277344 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -53318.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53323.355469 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -53323.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53325.992188 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -53325.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53327.382812 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -53327.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -53328.867188 Penalty: 616.350342
	Iteration 23Q: 3 clusters Score -53328.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -53331.476562 Penalty: 616.350342
	Iteration 24Q: 3 clusters Score -53331.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53332.562500 Penalty: 616.350342
	Iteration 25Q: 3 clusters Score -53332.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53333.792969 Penalty: 616.350342
	Iteration 26Q: 3 clusters Score -53333.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53333.894531 Penalty: 616.350342
	Iteration 27Q: 3 clusters Score -53333.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53333.894531 Penalty: 616.350342
	Iteration 28F: 3 clusters Score -53333.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -93424.804688 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -93424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -92192.187500 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -92192.19 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92631.875000 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -92631.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92715.265625 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -92715.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92788.140625 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -92788.14 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92858.437500 Penalty: 676.086365
	Iteration 4F: 3 clusters Score -92858.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92902.562500 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -92902.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -92940.039062 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -92940.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92966.851562 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -92966.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -92986.304688 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -92986.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -93000.125000 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -93000.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93010.078125 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -93010.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93017.273438 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -93017.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -93023.734375 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -93023.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -93028.843750 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -93028.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -93035.140625 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -93035.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -93037.281250 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -93037.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -93039.906250 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -93039.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93042.812500 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -93042.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -93045.179688 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -93045.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -93046.906250 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -93046.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93048.054688 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -93048.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93049.007812 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -93049.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93049.671875 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -93049.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93049.804688 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -93049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93049.804688 Penalty: 676.086365
	Iteration 24F: 3 clusters Score -93049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13867.499023 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13867.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13968.254883 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -13968.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14039.653320 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14039.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14065.518555 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -14065.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14095.540039 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14095.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14128.060547 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14128.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14133.044922 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14133.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14136.920898 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14136.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14140.542969 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -14140.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14140.542969 Penalty: 498.358154
	Iteration 9F: 3 clusters Score -14140.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Entering Unmasked Estep 
Score: -8307927.000000 Penalty: 538.685730
	Iteration 0F: 2 clusters Score -8307927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -8218163.500000 Penalty: 1077.371460
	Iteration 0F: 3 clusters Score -8218164 nChanged 68357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -8262177.500000 Penalty: 1077.371460
	Iteration 1F: 3 clusters Score -8262178 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -8267304.500000 Penalty: 1077.371460
	Iteration 2F: 3 clusters Score -8267304 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -8275184.500000 Penalty: 1077.371460
	Iteration 3F: 3 clusters Score -8275184 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -8283491.500000 Penalty: 1077.371460
	Iteration 4F: 3 clusters Score -8283492 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -8290034.500000 Penalty: 1077.371460
	Iteration 5F: 3 clusters Score -8290034 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -8293443.000000 Penalty: 1077.371460
	Iteration 6Q: 3 clusters Score -8293443 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -8294988.000000 Penalty: 1077.371460
	Iteration 7Q: 3 clusters Score -8294988 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -8295596.500000 Penalty: 1077.371460
	Iteration 8Q: 3 clusters Score -8295596 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -8296042.500000 Penalty: 1077.371460
	Iteration 9Q: 3 clusters Score -8296042 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -8296414.000000 Penalty: 1077.371460
	Iteration 10Q: 3 clusters Score -8296414 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -8296775.000000 Penalty: 1077.371460
	Iteration 11Q: 3 clusters Score -8296775 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -8297102.500000 Penalty: 1077.371460
	Iteration 12Q: 3 clusters Score -8297102 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 112834 members 
Entering Unmasked Estep 
Score: -8297394.000000 Penalty: 1077.371460
	Iteration 13Q: 3 clusters Score -8297394 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -8297646.500000 Penalty: 1077.371460
	Iteration 14Q: 3 clusters Score -8297646 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -8297907.500000 Penalty: 1077.371460
	Iteration 15Q: 3 clusters Score -8297908 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -8298158.500000 Penalty: 1077.371460
	Iteration 16Q: 3 clusters Score -8298158 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 114039 members 
Entering Unmasked Estep 
Score: -8298366.000000 Penalty: 1077.371460
	Iteration 17Q: 3 clusters Score -8298366 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 114217 members 
Entering Unmasked Estep 
Score: -8298625.500000 Penalty: 1077.371460
	Iteration 18Q: 3 clusters Score -8298626 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -8298833.000000 Penalty: 1077.371460
	Iteration 19Q: 3 clusters Score -8298833 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 114503 members 
Entering Unmasked Estep 
Score: -8299060.000000 Penalty: 1077.371460
	Iteration 20F: 3 clusters Score -8299060 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -8299298.500000 Penalty: 1077.371460
	Iteration 21Q: 3 clusters Score -8299298 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -8299532.500000 Penalty: 1077.371460
	Iteration 22Q: 3 clusters Score -8299532 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -8299674.000000 Penalty: 1077.371460
	Iteration 23Q: 3 clusters Score -8299674 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -8299883.500000 Penalty: 1077.371460
	Iteration 24Q: 3 clusters Score -8299884 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -8300080.000000 Penalty: 1077.371460
	Iteration 25Q: 3 clusters Score -8300080 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -8300270.500000 Penalty: 1077.371460
	Iteration 26Q: 3 clusters Score -8300270 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -8300506.000000 Penalty: 1077.371460
	Iteration 27Q: 3 clusters Score -8300506 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -8300618.000000 Penalty: 1077.371460
	Iteration 28Q: 3 clusters Score -8300618 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 116417 members 
Entering Unmasked Estep 
Score: -8300774.500000 Penalty: 1077.371460
	Iteration 29Q: 3 clusters Score -8300774 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -8300914.500000 Penalty: 1077.371460
	Iteration 30Q: 3 clusters Score -8300914 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -8301059.500000 Penalty: 1077.371460
	Iteration 31Q: 3 clusters Score -8301060 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -8301192.500000 Penalty: 1077.371460
	Iteration 32Q: 3 clusters Score -8301192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -8301288.000000 Penalty: 1077.371460
	Iteration 33Q: 3 clusters Score -8301288 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -8301400.000000 Penalty: 1077.371460
	Iteration 34Q: 3 clusters Score -8301400 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -8301456.500000 Penalty: 1077.371460
	Iteration 35Q: 3 clusters Score -8301456 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 118044 members 
Entering Unmasked Estep 
Score: -8301536.500000 Penalty: 1077.371460
	Iteration 36Q: 3 clusters Score -8301536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -8301578.000000 Penalty: 1077.371460
	Iteration 37Q: 3 clusters Score -8301578 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 118403 members 
Entering Unmasked Estep 
Score: -8301610.000000 Penalty: 1077.371460
	Iteration 38Q: 3 clusters Score -8301610 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -8301613.000000 Penalty: 1077.371460
	Iteration 39Q: 3 clusters Score -8301613 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 118695 members 
Entering Unmasked Estep 
Score: -8301671.000000 Penalty: 1077.371460
	Iteration 40F: 3 clusters Score -8301671 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -8301735.000000 Penalty: 1077.371460
	Iteration 41Q: 3 clusters Score -8301735 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -8301767.000000 Penalty: 1077.371460
	Iteration 42Q: 3 clusters Score -8301767 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -8301813.000000 Penalty: 1077.371460
	Iteration 43Q: 3 clusters Score -8301813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -8301845.000000 Penalty: 1077.371460
	Iteration 44Q: 3 clusters Score -8301845 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -8301871.500000 Penalty: 1077.371460
	Iteration 45Q: 3 clusters Score -8301872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -8301890.000000 Penalty: 1077.371460
	Iteration 46Q: 3 clusters Score -8301890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -8301918.000000 Penalty: 1077.371460
	Iteration 47Q: 3 clusters Score -8301918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -8301937.500000 Penalty: 1077.371460
	Iteration 48Q: 3 clusters Score -8301938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 119679 members 
Entering Unmasked Estep 
Score: -8301972.500000 Penalty: 1077.371460
	Iteration 49Q: 3 clusters Score -8301972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -8302003.000000 Penalty: 1077.371460
	Iteration 50Q: 3 clusters Score -8302003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -8302025.500000 Penalty: 1077.371460
	Iteration 51Q: 3 clusters Score -8302026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -8302064.500000 Penalty: 1077.371460
	Iteration 52Q: 3 clusters Score -8302064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -8302122.500000 Penalty: 1077.371460
	Iteration 53Q: 3 clusters Score -8302122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -8302142.000000 Penalty: 1077.371460
	Iteration 54Q: 3 clusters Score -8302142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 120346 members 
Entering Unmasked Estep 
Score: -8302176.000000 Penalty: 1077.371460
	Iteration 55Q: 3 clusters Score -8302176 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -8302214.000000 Penalty: 1077.371460
	Iteration 56Q: 3 clusters Score -8302214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -8302257.500000 Penalty: 1077.371460
	Iteration 57Q: 3 clusters Score -8302258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -8302286.000000 Penalty: 1077.371460
	Iteration 58Q: 3 clusters Score -8302286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -8302319.000000 Penalty: 1077.371460
	Iteration 59Q: 3 clusters Score -8302319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 120879 members 
Entering Unmasked Estep 
Score: -8302359.000000 Penalty: 1077.371460
	Iteration 60F: 3 clusters Score -8302359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -8302387.000000 Penalty: 1077.371460
	Iteration 61Q: 3 clusters Score -8302387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -8302412.000000 Penalty: 1077.371460
	Iteration 62Q: 3 clusters Score -8302412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -8302436.500000 Penalty: 1077.371460
	Iteration 63Q: 3 clusters Score -8302436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -8302458.500000 Penalty: 1077.371460
	Iteration 64Q: 3 clusters Score -8302458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 121365 members 
Entering Unmasked Estep 
Score: -8302455.500000 Penalty: 1077.371460
	Iteration 65Q: 3 clusters Score -8302456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -8302483.500000 Penalty: 1077.371460
	Iteration 66Q: 3 clusters Score -8302484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8302497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8302532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -8302542.000000 Penalty: 1077.371460
	Iteration 69Q: 3 clusters Score -8302542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -8302564.000000 Penalty: 1077.371460
	Iteration 70Q: 3 clusters Score -8302564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 121946 members 
Entering Unmasked Estep 
Score: -8302619.000000 Penalty: 1077.371460
	Iteration 71Q: 3 clusters Score -8302619 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -8302647.000000 Penalty: 1077.371460
	Iteration 72Q: 3 clusters Score -8302647 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -8302681.000000 Penalty: 1077.371460
	Iteration 73Q: 3 clusters Score -8302681 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -8302712.500000 Penalty: 1077.371460
	Iteration 74Q: 3 clusters Score -8302712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -8302762.500000 Penalty: 1077.371460
	Iteration 75Q: 3 clusters Score -8302762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 122618 members 
Entering Unmasked Estep 
Score: -8302804.500000 Penalty: 1077.371460
	Iteration 76Q: 3 clusters Score -8302804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -8302845.500000 Penalty: 1077.371460
	Iteration 77Q: 3 clusters Score -8302846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8302881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -8302915.000000 Penalty: 1077.371460
	Iteration 79Q: 3 clusters Score -8302915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -8302973.000000 Penalty: 1077.371460
	Iteration 80F: 3 clusters Score -8302973 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -8303020.500000 Penalty: 1077.371460
	Iteration 81Q: 3 clusters Score -8303020 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 123587 members 
Entering Unmasked Estep 
Score: -8303071.500000 Penalty: 1077.371460
	Iteration 82Q: 3 clusters Score -8303072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -8303134.500000 Penalty: 1077.371460
	Iteration 83Q: 3 clusters Score -8303134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -8303197.000000 Penalty: 1077.371460
	Iteration 84Q: 3 clusters Score -8303197 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -8303231.500000 Penalty: 1077.371460
	Iteration 85Q: 3 clusters Score -8303232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -8303256.000000 Penalty: 1077.371460
	Iteration 86Q: 3 clusters Score -8303256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -8303294.500000 Penalty: 1077.371460
	Iteration 87Q: 3 clusters Score -8303294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 124583 members 
Entering Unmasked Estep 
Score: -8303330.000000 Penalty: 1077.371460
	Iteration 88Q: 3 clusters Score -8303330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 124748 members 
Entering Unmasked Estep 
Score: -8303381.500000 Penalty: 1077.371460
	Iteration 89Q: 3 clusters Score -8303382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -8303438.000000 Penalty: 1077.371460
	Iteration 90Q: 3 clusters Score -8303438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -8303476.000000 Penalty: 1077.371460
	Iteration 91Q: 3 clusters Score -8303476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -8303539.000000 Penalty: 1077.371460
	Iteration 92Q: 3 clusters Score -8303539 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -8303628.000000 Penalty: 1077.371460
	Iteration 93Q: 3 clusters Score -8303628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -8303677.500000 Penalty: 1077.371460
	Iteration 94Q: 3 clusters Score -8303678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -8303714.000000 Penalty: 1077.371460
	Iteration 95Q: 3 clusters Score -8303714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -8303761.000000 Penalty: 1077.371460
	Iteration 96Q: 3 clusters Score -8303761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -8303827.500000 Penalty: 1077.371460
	Iteration 97Q: 3 clusters Score -8303828 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -8303891.000000 Penalty: 1077.371460
	Iteration 98Q: 3 clusters Score -8303891 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 126557 members 
Entering Unmasked Estep 
Score: -8303972.000000 Penalty: 1077.371460
	Iteration 99Q: 3 clusters Score -8303972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 126719 members 
Entering Unmasked Estep 
Score: -8304017.000000 Penalty: 1077.371460
	Iteration 100F: 3 clusters Score -8304017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -8304057.500000 Penalty: 1077.371460
	Iteration 101Q: 3 clusters Score -8304058 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -8304084.000000 Penalty: 1077.371460
	Iteration 102Q: 3 clusters Score -8304084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -8304144.500000 Penalty: 1077.371460
	Iteration 103Q: 3 clusters Score -8304144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -8304190.000000 Penalty: 1077.371460
	Iteration 104Q: 3 clusters Score -8304190 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -8304259.500000 Penalty: 1077.371460
	Iteration 105Q: 3 clusters Score -8304260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -8304292.500000 Penalty: 1077.371460
	Iteration 106Q: 3 clusters Score -8304292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 127797 members 
Entering Unmasked Estep 
Score: -8304340.500000 Penalty: 1077.371460
	Iteration 107Q: 3 clusters Score -8304340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -8304397.000000 Penalty: 1077.371460
	Iteration 108Q: 3 clusters Score -8304397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -8304407.000000 Penalty: 1077.371460
	Iteration 109Q: 3 clusters Score -8304407 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -8304444.500000 Penalty: 1077.371460
	Iteration 110Q: 3 clusters Score -8304444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 128273 members 
Entering Unmasked Estep 
Score: -8304491.500000 Penalty: 1077.371460
	Iteration 111Q: 3 clusters Score -8304492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -8304532.000000 Penalty: 1077.371460
	Iteration 112Q: 3 clusters Score -8304532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -8304539.500000 Penalty: 1077.371460
	Iteration 113Q: 3 clusters Score -8304540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -8304579.500000 Penalty: 1077.371460
	Iteration 114Q: 3 clusters Score -8304580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -8304605.500000 Penalty: 1077.371460
	Iteration 115Q: 3 clusters Score -8304606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -8304649.000000 Penalty: 1077.371460
	Iteration 116Q: 3 clusters Score -8304649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -8304676.500000 Penalty: 1077.371460
	Iteration 117Q: 3 clusters Score -8304676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -8304706.000000 Penalty: 1077.371460
	Iteration 118Q: 3 clusters Score -8304706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -8304737.000000 Penalty: 1077.371460
	Iteration 119Q: 3 clusters Score -8304737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -8304782.500000 Penalty: 1077.371460
	Iteration 120F: 3 clusters Score -8304782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 129414 members 
Entering Unmasked Estep 
Score: -8304822.000000 Penalty: 1077.371460
	Iteration 121Q: 3 clusters Score -8304822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -8304899.000000 Penalty: 1077.371460
	Iteration 122Q: 3 clusters Score -8304899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -8304978.500000 Penalty: 1077.371460
	Iteration 123Q: 3 clusters Score -8304978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -8305028.000000 Penalty: 1077.371460
	Iteration 124Q: 3 clusters Score -8305028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -8305077.000000 Penalty: 1077.371460
	Iteration 125Q: 3 clusters Score -8305077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -8305127.000000 Penalty: 1077.371460
	Iteration 126Q: 3 clusters Score -8305127 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -8305165.500000 Penalty: 1077.371460
	Iteration 127Q: 3 clusters Score -8305166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -8305230.500000 Penalty: 1077.371460
	Iteration 128Q: 3 clusters Score -8305230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -8305275.500000 Penalty: 1077.371460
	Iteration 129Q: 3 clusters Score -8305276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -8305318.500000 Penalty: 1077.371460
	Iteration 130Q: 3 clusters Score -8305318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -8305354.000000 Penalty: 1077.371460
	Iteration 131Q: 3 clusters Score -8305354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -8305377.500000 Penalty: 1077.371460
	Iteration 132Q: 3 clusters Score -8305378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -8305405.000000 Penalty: 1077.371460
	Iteration 133Q: 3 clusters Score -8305405 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -8305426.000000 Penalty: 1077.371460
	Iteration 134Q: 3 clusters Score -8305426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -8305454.000000 Penalty: 1077.371460
	Iteration 135Q: 3 clusters Score -8305454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -8305483.000000 Penalty: 1077.371460
	Iteration 136Q: 3 clusters Score -8305483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -8305504.500000 Penalty: 1077.371460
	Iteration 137Q: 3 clusters Score -8305504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -8305537.000000 Penalty: 1077.371460
	Iteration 138Q: 3 clusters Score -8305537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -8305558.000000 Penalty: 1077.371460
	Iteration 139Q: 3 clusters Score -8305558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 131437 members 
Entering Unmasked Estep 
Score: -8305592.500000 Penalty: 1077.371460
	Iteration 140F: 3 clusters Score -8305592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 131513 members 
Entering Unmasked Estep 
Score: -8305616.500000 Penalty: 1077.371460
	Iteration 141Q: 3 clusters Score -8305616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -8305623.500000 Penalty: 1077.371460
	Iteration 142Q: 3 clusters Score -8305624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 131654 members 
Entering Unmasked Estep 
Score: -8305647.500000 Penalty: 1077.371460
	Iteration 143Q: 3 clusters Score -8305648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -8305671.500000 Penalty: 1077.371460
	Iteration 144Q: 3 clusters Score -8305672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -8305676.000000 Penalty: 1077.371460
	Iteration 145Q: 3 clusters Score -8305676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -8305697.500000 Penalty: 1077.371460
	Iteration 146Q: 3 clusters Score -8305698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -8305699.500000 Penalty: 1077.371460
	Iteration 147Q: 3 clusters Score -8305700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 131941 members 
Entering Unmasked Estep 
Score: -8305716.500000 Penalty: 1077.371460
	Iteration 148Q: 3 clusters Score -8305716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -8305724.500000 Penalty: 1077.371460
	Iteration 149Q: 3 clusters Score -8305724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 132068 members 
Entering Unmasked Estep 
Score: -8305759.000000 Penalty: 1077.371460
	Iteration 150Q: 3 clusters Score -8305759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 132131 members 
Entering Unmasked Estep 
Score: -8305781.000000 Penalty: 1077.371460
	Iteration 151Q: 3 clusters Score -8305781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -8305810.500000 Penalty: 1077.371460
	Iteration 152Q: 3 clusters Score -8305810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -8305830.000000 Penalty: 1077.371460
	Iteration 153Q: 3 clusters Score -8305830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 132366 members 
Entering Unmasked Estep 
Score: -8305849.000000 Penalty: 1077.371460
	Iteration 154Q: 3 clusters Score -8305849 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -8305887.000000 Penalty: 1077.371460
	Iteration 155Q: 3 clusters Score -8305887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 132543 members 
Entering Unmasked Estep 
Score: -8305913.500000 Penalty: 1077.371460
	Iteration 156Q: 3 clusters Score -8305914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -8305933.000000 Penalty: 1077.371460
	Iteration 157Q: 3 clusters Score -8305933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -8305954.000000 Penalty: 1077.371460
	Iteration 158Q: 3 clusters Score -8305954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -8305982.500000 Penalty: 1077.371460
	Iteration 159Q: 3 clusters Score -8305982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 132843 members 
Entering Unmasked Estep 
Score: -8305991.000000 Penalty: 1077.371460
	Iteration 160F: 3 clusters Score -8305991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -8306004.500000 Penalty: 1077.371460
	Iteration 161Q: 3 clusters Score -8306004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -8306033.000000 Penalty: 1077.371460
	Iteration 162Q: 3 clusters Score -8306033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -8306035.500000 Penalty: 1077.371460
	Iteration 163Q: 3 clusters Score -8306036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -8306068.000000 Penalty: 1077.371460
	Iteration 164Q: 3 clusters Score -8306068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -8306111.000000 Penalty: 1077.371460
	Iteration 165Q: 3 clusters Score -8306111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -8306122.000000 Penalty: 1077.371460
	Iteration 166Q: 3 clusters Score -8306122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -8306130.500000 Penalty: 1077.371460
	Iteration 167Q: 3 clusters Score -8306130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 133420 members 
Entering Unmasked Estep 
Score: -8306165.000000 Penalty: 1077.371460
	Iteration 168Q: 3 clusters Score -8306165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -8306197.500000 Penalty: 1077.371460
	Iteration 169Q: 3 clusters Score -8306198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -8306219.000000 Penalty: 1077.371460
	Iteration 170Q: 3 clusters Score -8306219 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -8306253.500000 Penalty: 1077.371460
	Iteration 171Q: 3 clusters Score -8306254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -8306281.500000 Penalty: 1077.371460
	Iteration 172Q: 3 clusters Score -8306282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -8306287.000000 Penalty: 1077.371460
	Iteration 173Q: 3 clusters Score -8306287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -8306297.500000 Penalty: 1077.371460
	Iteration 174Q: 3 clusters Score -8306298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -8306309.500000 Penalty: 1077.371460
	Iteration 175Q: 3 clusters Score -8306310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -8306326.000000 Penalty: 1077.371460
	Iteration 176Q: 3 clusters Score -8306326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 133999 members 
Entering Unmasked Estep 
Score: -8306338.000000 Penalty: 1077.371460
	Iteration 177Q: 3 clusters Score -8306338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -8306353.500000 Penalty: 1077.371460
	Iteration 178Q: 3 clusters Score -8306354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -8306355.000000 Penalty: 1077.371460
	Iteration 179Q: 3 clusters Score -8306355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -8306373.500000 Penalty: 1077.371460
	Iteration 180F: 3 clusters Score -8306374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 134146 members 
Entering Unmasked Estep 
Score: -8306387.000000 Penalty: 1077.371460
	Iteration 181Q: 3 clusters Score -8306387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 134172 members 
Entering Unmasked Estep 
Score: -8306395.000000 Penalty: 1077.371460
	Iteration 182Q: 3 clusters Score -8306395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -8306409.000000 Penalty: 1077.371460
	Iteration 183Q: 3 clusters Score -8306409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -8306411.000000 Penalty: 1077.371460
	Iteration 184Q: 3 clusters Score -8306411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 134235 members 
Entering Unmasked Estep 
Score: -8306412.000000 Penalty: 1077.371460
	Iteration 185Q: 3 clusters Score -8306412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -8306422.500000 Penalty: 1077.371460
	Iteration 186Q: 3 clusters Score -8306422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
Score: -8306436.500000 Penalty: 1077.371460
	Iteration 187Q: 3 clusters Score -8306436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 134286 members 
Entering Unmasked Estep 
Score: -8306439.500000 Penalty: 1077.371460
	Iteration 188Q: 3 clusters Score -8306440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -8306437.500000 Penalty: 1077.371460
	Iteration 189Q: 3 clusters Score -8306438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -8306447.000000 Penalty: 1077.371460
	Iteration 190Q: 3 clusters Score -8306447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 134350 members 
Entering Unmasked Estep 
Score: -8306452.500000 Penalty: 1077.371460
	Iteration 191Q: 3 clusters Score -8306452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -8306465.000000 Penalty: 1077.371460
	Iteration 192Q: 3 clusters Score -8306465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -8306466.500000 Penalty: 1077.371460
	Iteration 193Q: 3 clusters Score -8306466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -8306471.000000 Penalty: 1077.371460
	Iteration 194Q: 3 clusters Score -8306471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 134413 members 
Entering Unmasked Estep 
Score: -8306478.000000 Penalty: 1077.371460
	Iteration 195Q: 3 clusters Score -8306478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -8306481.500000 Penalty: 1077.371460
	Iteration 196Q: 3 clusters Score -8306482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -8306479.000000 Penalty: 1077.371460
	Iteration 197Q: 3 clusters Score -8306479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -8306489.000000 Penalty: 1077.371460
	Iteration 198Q: 3 clusters Score -8306489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -8306493.500000 Penalty: 1077.371460
	Iteration 199Q: 3 clusters Score -8306494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -8306495.500000 Penalty: 1077.371460
	Iteration 200F: 3 clusters Score -8306496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 134462 members 
Entering Unmasked Estep 
Score: -8306499.000000 Penalty: 1077.371460
	Iteration 201Q: 3 clusters Score -8306499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 134465 members 
Entering Unmasked Estep 
Score: -8306503.000000 Penalty: 1077.371460
	Iteration 202Q: 3 clusters Score -8306503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 134468 members 
Entering Unmasked Estep 
Score: -8306497.500000 Penalty: 1077.371460
	Iteration 203Q: 3 clusters Score -8306498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 134474 members 
Entering Unmasked Estep 
Score: -8306510.000000 Penalty: 1077.371460
	Iteration 204Q: 3 clusters Score -8306510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 134477 members 
Entering Unmasked Estep 
Score: -8306511.500000 Penalty: 1077.371460
	Iteration 205Q: 3 clusters Score -8306512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
Score: -8306507.000000 Penalty: 1077.371460
	Iteration 206Q: 3 clusters Score -8306507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -8306508.500000 Penalty: 1077.371460
	Iteration 207Q: 3 clusters Score -8306508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -8306507.000000 Penalty: 1077.371460
	Iteration 208Q: 3 clusters Score -8306507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -8306507.000000 Penalty: 1077.371460
	Iteration 209F: 3 clusters Score -8306507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -670681.187500 Penalty: 424.206604
	Iteration 0F: 2 clusters Score -670681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -663165.562500 Penalty: 848.413208
	Iteration 0F: 3 clusters Score -663165.6 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -666089.187500 Penalty: 848.413208
	Iteration 1F: 3 clusters Score -666089.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -666191.750000 Penalty: 848.413208
	Iteration 2Q: 3 clusters Score -666191.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -666298.062500 Penalty: 848.413208
	Iteration 3Q: 3 clusters Score -666298.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -666431.375000 Penalty: 848.413208
	Iteration 4Q: 3 clusters Score -666431.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -666593.437500 Penalty: 848.413208
	Iteration 5Q: 3 clusters Score -666593.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -666804.000000 Penalty: 848.413208
	Iteration 6Q: 3 clusters Score -666804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -667112.937500 Penalty: 848.413208
	Iteration 7Q: 3 clusters Score -667112.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -667511.625000 Penalty: 848.413208
	Iteration 8F: 3 clusters Score -667511.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -667978.000000 Penalty: 848.413208
	Iteration 9F: 3 clusters Score -667978 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -668492.625000 Penalty: 848.413208
	Iteration 10F: 3 clusters Score -668492.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -668974.687500 Penalty: 848.413208
	Iteration 11F: 3 clusters Score -668974.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -669366.062500 Penalty: 848.413208
	Iteration 12Q: 3 clusters Score -669366.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -669669.625000 Penalty: 848.413208
	Iteration 13Q: 3 clusters Score -669669.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -669892.437500 Penalty: 848.413208
	Iteration 14Q: 3 clusters Score -669892.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -670059.187500 Penalty: 848.413208
	Iteration 15Q: 3 clusters Score -670059.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -670180.812500 Penalty: 848.413208
	Iteration 16Q: 3 clusters Score -670180.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -670258.062500 Penalty: 848.413208
	Iteration 17Q: 3 clusters Score -670258.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -670282.437500 Penalty: 848.413208
	Iteration 18Q: 3 clusters Score -670282.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -670299.062500 Penalty: 848.413208
	Iteration 19Q: 3 clusters Score -670299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -670306.375000 Penalty: 848.413208
	Iteration 20F: 3 clusters Score -670306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -670311.500000 Penalty: 848.413208
	Iteration 21Q: 3 clusters Score -670311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -670313.625000 Penalty: 848.413208
	Iteration 22Q: 3 clusters Score -670313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -670313.750000 Penalty: 848.413208
	Iteration 23Q: 3 clusters Score -670313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -670313.750000 Penalty: 848.413208
	Iteration 24F: 3 clusters Score -670313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149014 members 
Entering Unmasked Estep 
Score: -8930682.000000 Penalty: 541.986694
	Iteration 0F: 2 clusters Score -8930682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -8832733.000000 Penalty: 1083.973389
	Iteration 0F: 3 clusters Score -8832733 nChanged 73029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -8879315.000000 Penalty: 1083.973389
	Iteration 1F: 3 clusters Score -8879315 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8881260.000000 Penalty: 1083.973389
	Iteration 2Q: 3 clusters Score -8881260 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -8884093.000000 Penalty: 1083.973389
	Iteration 3Q: 3 clusters Score -8884093 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -8887812.000000 Penalty: 1083.973389
	Iteration 4Q: 3 clusters Score -8887812 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -8893101.000000 Penalty: 1083.973389
	Iteration 5F: 3 clusters Score -8893101 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -8899069.000000 Penalty: 1083.973389
	Iteration 6F: 3 clusters Score -8899069 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -8903864.000000 Penalty: 1083.973389
	Iteration 7F: 3 clusters Score -8903864 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -8905949.000000 Penalty: 1083.973389
	Iteration 8Q: 3 clusters Score -8905949 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -8906679.000000 Penalty: 1083.973389
	Iteration 9Q: 3 clusters Score -8906679 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -8907187.000000 Penalty: 1083.973389
	Iteration 10Q: 3 clusters Score -8907187 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -8907605.000000 Penalty: 1083.973389
	Iteration 11Q: 3 clusters Score -8907605 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -8908089.000000 Penalty: 1083.973389
	Iteration 12Q: 3 clusters Score -8908089 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8908622.000000 Penalty: 1083.973389
	Iteration 13Q: 3 clusters Score -8908622 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8909228.000000 Penalty: 1083.973389
	Iteration 14Q: 3 clusters Score -8909228 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -8909961.000000 Penalty: 1083.973389
	Iteration 15Q: 3 clusters Score -8909961 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8910833.000000 Penalty: 1083.973389
	Iteration 16Q: 3 clusters Score -8910833 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8911721.000000 Penalty: 1083.973389
	Iteration 17Q: 3 clusters Score -8911721 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -8912858.000000 Penalty: 1083.973389
	Iteration 18Q: 3 clusters Score -8912858 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119122 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -8914143.000000 Penalty: 1083.973389
	Iteration 19Q: 3 clusters Score -8914143 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -8915392.000000 Penalty: 1083.973389
	Iteration 20F: 3 clusters Score -8915392 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8916979.000000 Penalty: 1083.973389
	Iteration 21Q: 3 clusters Score -8916979 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130595 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -8918995.000000 Penalty: 1083.973389
	Iteration 22Q: 3 clusters Score -8918995 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134530 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8921198.000000 Penalty: 1083.973389
	Iteration 23Q: 3 clusters Score -8921198 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138139 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8923361.000000 Penalty: 1083.973389
	Iteration 24Q: 3 clusters Score -8923361 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -8925500.000000 Penalty: 1083.973389
	Iteration 25Q: 3 clusters Score -8925500 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8927285.000000 Penalty: 1083.973389
	Iteration 26Q: 3 clusters Score -8927285 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8928627.000000 Penalty: 1083.973389
	Iteration 27Q: 3 clusters Score -8928627 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8929390.000000 Penalty: 1083.973389
	Iteration 28Q: 3 clusters Score -8929390 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8929783.000000 Penalty: 1083.973389
	Iteration 29Q: 3 clusters Score -8929783 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8929996.000000 Penalty: 1083.973389
	Iteration 30Q: 3 clusters Score -8929996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8930095.000000 Penalty: 1083.973389
	Iteration 31Q: 3 clusters Score -8930095 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8930185.000000 Penalty: 1083.973389
	Iteration 32Q: 3 clusters Score -8930185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8930202.000000 Penalty: 1083.973389
	Iteration 33Q: 3 clusters Score -8930202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8930198.000000 Penalty: 1083.973389
	Iteration 34Q: 3 clusters Score -8930198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8930209.000000 Penalty: 1083.973389
	Iteration 35Q: 3 clusters Score -8930209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8930219.000000 Penalty: 1083.973389
	Iteration 36Q: 3 clusters Score -8930219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8930227.000000 Penalty: 1083.973389
	Iteration 37Q: 3 clusters Score -8930227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8930242.000000 Penalty: 1083.973389
	Iteration 38Q: 3 clusters Score -8930242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148765 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8930243.000000 Penalty: 1083.973389
	Iteration 39Q: 3 clusters Score -8930243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8930245.000000 Penalty: 1083.973389
	Iteration 40F: 3 clusters Score -8930245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8930251.000000 Penalty: 1083.973389
	Iteration 41Q: 3 clusters Score -8930251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8930249.000000 Penalty: 1083.973389
	Iteration 42Q: 3 clusters Score -8930249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8930256.000000 Penalty: 1083.973389
	Iteration 43Q: 3 clusters Score -8930256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8930259.000000 Penalty: 1083.973389
	Iteration 44Q: 3 clusters Score -8930259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8930256.000000 Penalty: 1083.973389
	Iteration 45Q: 3 clusters Score -8930256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8930256.000000 Penalty: 1083.973389
	Iteration 46F: 3 clusters Score -8930256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8092.281250 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8092.281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8125.759766 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8125.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8146.102539 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8146.103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8154.054199 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8154.054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8154.054199 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -8154.054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6677.280273 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6677.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6733.093750 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6733.094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6796.785156 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6796.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6802.853516 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6802.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6805.842773 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6805.843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6809.400879 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6809.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6809.400879 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6809.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -157219.640625 Penalty: 358.593781
	Iteration 0F: 2 clusters Score -157219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -155356.875000 Penalty: 717.187561
	Iteration 0F: 3 clusters Score -155356.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -156118.062500 Penalty: 717.187561
	Iteration 1F: 3 clusters Score -156118.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -156388.890625 Penalty: 717.187561
	Iteration 2F: 3 clusters Score -156388.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -156688.562500 Penalty: 717.187561
	Iteration 3F: 3 clusters Score -156688.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -156898.421875 Penalty: 717.187561
	Iteration 4F: 3 clusters Score -156898.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -157006.046875 Penalty: 717.187561
	Iteration 5F: 3 clusters Score -157006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -157082.343750 Penalty: 717.187561
	Iteration 6Q: 3 clusters Score -157082.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -157138.234375 Penalty: 717.187561
	Iteration 7Q: 3 clusters Score -157138.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -157163.750000 Penalty: 717.187561
	Iteration 8Q: 3 clusters Score -157163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -157178.296875 Penalty: 717.187561
	Iteration 9Q: 3 clusters Score -157178.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -157183.734375 Penalty: 717.187561
	Iteration 10Q: 3 clusters Score -157183.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -157187.796875 Penalty: 717.187561
	Iteration 11Q: 3 clusters Score -157187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -157189.218750 Penalty: 717.187561
	Iteration 12Q: 3 clusters Score -157189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -157189.453125 Penalty: 717.187561
	Iteration 13Q: 3 clusters Score -157189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -157190.546875 Penalty: 717.187561
	Iteration 14Q: 3 clusters Score -157190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -157191.593750 Penalty: 717.187561
	Iteration 15Q: 3 clusters Score -157191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -157191.718750 Penalty: 717.187561
	Iteration 16Q: 3 clusters Score -157191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -157191.859375 Penalty: 717.187561
	Iteration 17Q: 3 clusters Score -157191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -157192.109375 Penalty: 717.187561
	Iteration 18Q: 3 clusters Score -157192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -157192.109375 Penalty: 717.187561
	Iteration 19F: 3 clusters Score -157192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Entering Unmasked Estep 
Score: -598886.875000 Penalty: 418.672882
	Iteration 0F: 2 clusters Score -598886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -592288.812500 Penalty: 837.345764
	Iteration 0F: 3 clusters Score -592288.8 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -594865.937500 Penalty: 837.345764
	Iteration 1F: 3 clusters Score -594865.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -595091.687500 Penalty: 837.345764
	Iteration 2Q: 3 clusters Score -595091.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -595387.250000 Penalty: 837.345764
	Iteration 3F: 3 clusters Score -595387.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -595832.375000 Penalty: 837.345764
	Iteration 4F: 3 clusters Score -595832.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -596358.312500 Penalty: 837.345764
	Iteration 5F: 3 clusters Score -596358.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -596928.125000 Penalty: 837.345764
	Iteration 6F: 3 clusters Score -596928.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -597337.312500 Penalty: 837.345764
	Iteration 7F: 3 clusters Score -597337.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -597524.625000 Penalty: 837.345764
	Iteration 8Q: 3 clusters Score -597524.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -597575.562500 Penalty: 837.345764
	Iteration 9Q: 3 clusters Score -597575.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -597612.937500 Penalty: 837.345764
	Iteration 10Q: 3 clusters Score -597612.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -597656.000000 Penalty: 837.345764
	Iteration 11Q: 3 clusters Score -597656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -597690.812500 Penalty: 837.345764
	Iteration 12Q: 3 clusters Score -597690.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -597713.500000 Penalty: 837.345764
	Iteration 13Q: 3 clusters Score -597713.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -597737.625000 Penalty: 837.345764
	Iteration 14Q: 3 clusters Score -597737.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -597762.500000 Penalty: 837.345764
	Iteration 15Q: 3 clusters Score -597762.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -597782.750000 Penalty: 837.345764
	Iteration 16Q: 3 clusters Score -597782.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -597800.437500 Penalty: 837.345764
	Iteration 17Q: 3 clusters Score -597800.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -597808.750000 Penalty: 837.345764
	Iteration 18Q: 3 clusters Score -597808.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -597815.437500 Penalty: 837.345764
	Iteration 19Q: 3 clusters Score -597815.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -597820.875000 Penalty: 837.345764
	Iteration 20F: 3 clusters Score -597820.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -597826.937500 Penalty: 837.345764
	Iteration 21Q: 3 clusters Score -597826.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -597834.000000 Penalty: 837.345764
	Iteration 22Q: 3 clusters Score -597834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -597842.375000 Penalty: 837.345764
	Iteration 23Q: 3 clusters Score -597842.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -597847.437500 Penalty: 837.345764
	Iteration 24Q: 3 clusters Score -597847.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -597852.000000 Penalty: 837.345764
	Iteration 25Q: 3 clusters Score -597852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -597856.187500 Penalty: 837.345764
	Iteration 26Q: 3 clusters Score -597856.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -597863.562500 Penalty: 837.345764
	Iteration 27Q: 3 clusters Score -597863.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -597866.375000 Penalty: 837.345764
	Iteration 28Q: 3 clusters Score -597866.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -597871.437500 Penalty: 837.345764
	Iteration 29Q: 3 clusters Score -597871.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -597873.812500 Penalty: 837.345764
	Iteration 30Q: 3 clusters Score -597873.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -597877.500000 Penalty: 837.345764
	Iteration 31Q: 3 clusters Score -597877.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -597881.750000 Penalty: 837.345764
	Iteration 32Q: 3 clusters Score -597881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -597885.187500 Penalty: 837.345764
	Iteration 33Q: 3 clusters Score -597885.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -597888.625000 Penalty: 837.345764
	Iteration 34Q: 3 clusters Score -597888.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -597891.937500 Penalty: 837.345764
	Iteration 35Q: 3 clusters Score -597891.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -597896.250000 Penalty: 837.345764
	Iteration 36Q: 3 clusters Score -597896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -597900.250000 Penalty: 837.345764
	Iteration 37Q: 3 clusters Score -597900.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -597907.750000 Penalty: 837.345764
	Iteration 38Q: 3 clusters Score -597907.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -597914.500000 Penalty: 837.345764
	Iteration 39Q: 3 clusters Score -597914.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -597919.187500 Penalty: 837.345764
	Iteration 40F: 3 clusters Score -597919.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -597924.375000 Penalty: 837.345764
	Iteration 41Q: 3 clusters Score -597924.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -597931.437500 Penalty: 837.345764
	Iteration 42Q: 3 clusters Score -597931.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -597939.687500 Penalty: 837.345764
	Iteration 43Q: 3 clusters Score -597939.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -597949.625000 Penalty: 837.345764
	Iteration 44Q: 3 clusters Score -597949.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -597959.812500 Penalty: 837.345764
	Iteration 45Q: 3 clusters Score -597959.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -597971.000000 Penalty: 837.345764
	Iteration 46Q: 3 clusters Score -597971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -597978.000000 Penalty: 837.345764
	Iteration 47Q: 3 clusters Score -597978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -597988.062500 Penalty: 837.345764
	Iteration 48Q: 3 clusters Score -597988.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -597996.000000 Penalty: 837.345764
	Iteration 49Q: 3 clusters Score -597996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -598006.562500 Penalty: 837.345764
	Iteration 50Q: 3 clusters Score -598006.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -598010.312500 Penalty: 837.345764
	Iteration 51Q: 3 clusters Score -598010.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -598015.250000 Penalty: 837.345764
	Iteration 52Q: 3 clusters Score -598015.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -598021.437500 Penalty: 837.345764
	Iteration 53Q: 3 clusters Score -598021.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -598023.187500 Penalty: 837.345764
	Iteration 54Q: 3 clusters Score -598023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -598026.687500 Penalty: 837.345764
	Iteration 55Q: 3 clusters Score -598026.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -598030.625000 Penalty: 837.345764
	Iteration 56Q: 3 clusters Score -598030.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -598036.125000 Penalty: 837.345764
	Iteration 57Q: 3 clusters Score -598036.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -598045.437500 Penalty: 837.345764
	Iteration 58Q: 3 clusters Score -598045.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -598057.687500 Penalty: 837.345764
	Iteration 59Q: 3 clusters Score -598057.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -598073.687500 Penalty: 837.345764
	Iteration 60F: 3 clusters Score -598073.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -598091.312500 Penalty: 837.345764
	Iteration 61Q: 3 clusters Score -598091.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -598104.500000 Penalty: 837.345764
	Iteration 62Q: 3 clusters Score -598104.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -598118.625000 Penalty: 837.345764
	Iteration 63Q: 3 clusters Score -598118.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -598132.562500 Penalty: 837.345764
	Iteration 64Q: 3 clusters Score -598132.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -598140.812500 Penalty: 837.345764
	Iteration 65Q: 3 clusters Score -598140.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -598151.250000 Penalty: 837.345764
	Iteration 66Q: 3 clusters Score -598151.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -598165.312500 Penalty: 837.345764
	Iteration 67Q: 3 clusters Score -598165.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -598183.562500 Penalty: 837.345764
	Iteration 68Q: 3 clusters Score -598183.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -598202.250000 Penalty: 837.345764
	Iteration 69Q: 3 clusters Score -598202.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -598221.312500 Penalty: 837.345764
	Iteration 70Q: 3 clusters Score -598221.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -598239.000000 Penalty: 837.345764
	Iteration 71Q: 3 clusters Score -598239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -598253.062500 Penalty: 837.345764
	Iteration 72Q: 3 clusters Score -598253.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -598267.750000 Penalty: 837.345764
	Iteration 73Q: 3 clusters Score -598267.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -598275.000000 Penalty: 837.345764
	Iteration 74Q: 3 clusters Score -598275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -598286.312500 Penalty: 837.345764
	Iteration 75Q: 3 clusters Score -598286.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -598295.812500 Penalty: 837.345764
	Iteration 76Q: 3 clusters Score -598295.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -598306.312500 Penalty: 837.345764
	Iteration 77Q: 3 clusters Score -598306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -598315.500000 Penalty: 837.345764
	Iteration 78Q: 3 clusters Score -598315.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -598324.312500 Penalty: 837.345764
	Iteration 79Q: 3 clusters Score -598324.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -598338.250000 Penalty: 837.345764
	Iteration 80F: 3 clusters Score -598338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -598345.125000 Penalty: 837.345764
	Iteration 81Q: 3 clusters Score -598345.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -598355.250000 Penalty: 837.345764
	Iteration 82Q: 3 clusters Score -598355.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -598362.062500 Penalty: 837.345764
	Iteration 83Q: 3 clusters Score -598362.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -598371.812500 Penalty: 837.345764
	Iteration 84Q: 3 clusters Score -598371.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -598380.375000 Penalty: 837.345764
	Iteration 85Q: 3 clusters Score -598380.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -598386.937500 Penalty: 837.345764
	Iteration 86Q: 3 clusters Score -598386.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -598395.812500 Penalty: 837.345764
	Iteration 87Q: 3 clusters Score -598395.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -598403.875000 Penalty: 837.345764
	Iteration 88Q: 3 clusters Score -598403.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -598413.187500 Penalty: 837.345764
	Iteration 89Q: 3 clusters Score -598413.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -598422.375000 Penalty: 837.345764
	Iteration 90Q: 3 clusters Score -598422.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -598430.687500 Penalty: 837.345764
	Iteration 91Q: 3 clusters Score -598430.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -598436.375000 Penalty: 837.345764
	Iteration 92Q: 3 clusters Score -598436.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -598442.312500 Penalty: 837.345764
	Iteration 93Q: 3 clusters Score -598442.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -598449.250000 Penalty: 837.345764
	Iteration 94Q: 3 clusters Score -598449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -598452.812500 Penalty: 837.345764
	Iteration 95Q: 3 clusters Score -598452.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -598457.750000 Penalty: 837.345764
	Iteration 96Q: 3 clusters Score -598457.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -598462.625000 Penalty: 837.345764
	Iteration 97Q: 3 clusters Score -598462.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -598467.812500 Penalty: 837.345764
	Iteration 98Q: 3 clusters Score -598467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -598474.125000 Penalty: 837.345764
	Iteration 99Q: 3 clusters Score -598474.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -598477.625000 Penalty: 837.345764
	Iteration 100F: 3 clusters Score -598477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -598480.062500 Penalty: 837.345764
	Iteration 101Q: 3 clusters Score -598480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -598484.937500 Penalty: 837.345764
	Iteration 102Q: 3 clusters Score -598484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -598489.812500 Penalty: 837.345764
	Iteration 103Q: 3 clusters Score -598489.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -598495.687500 Penalty: 837.345764
	Iteration 104Q: 3 clusters Score -598495.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -598495.562500 Penalty: 837.345764
	Iteration 105Q: 3 clusters Score -598495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -598497.812500 Penalty: 837.345764
	Iteration 106Q: 3 clusters Score -598497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -598499.687500 Penalty: 837.345764
	Iteration 107Q: 3 clusters Score -598499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -598503.437500 Penalty: 837.345764
	Iteration 108Q: 3 clusters Score -598503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -598507.750000 Penalty: 837.345764
	Iteration 109Q: 3 clusters Score -598507.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -598512.125000 Penalty: 837.345764
	Iteration 110Q: 3 clusters Score -598512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -598515.562500 Penalty: 837.345764
	Iteration 111Q: 3 clusters Score -598515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -598518.937500 Penalty: 837.345764
	Iteration 112Q: 3 clusters Score -598518.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -598523.750000 Penalty: 837.345764
	Iteration 113Q: 3 clusters Score -598523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -598528.812500 Penalty: 837.345764
	Iteration 114Q: 3 clusters Score -598528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -598534.312500 Penalty: 837.345764
	Iteration 115Q: 3 clusters Score -598534.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -598537.687500 Penalty: 837.345764
	Iteration 116Q: 3 clusters Score -598537.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -598539.625000 Penalty: 837.345764
	Iteration 117Q: 3 clusters Score -598539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -598542.437500 Penalty: 837.345764
	Iteration 118Q: 3 clusters Score -598542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -598548.250000 Penalty: 837.345764
	Iteration 119Q: 3 clusters Score -598548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -598550.937500 Penalty: 837.345764
	Iteration 120F: 3 clusters Score -598550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -598554.062500 Penalty: 837.345764
	Iteration 121Q: 3 clusters Score -598554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -598557.625000 Penalty: 837.345764
	Iteration 122Q: 3 clusters Score -598557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -598560.625000 Penalty: 837.345764
	Iteration 123Q: 3 clusters Score -598560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -598563.062500 Penalty: 837.345764
	Iteration 124Q: 3 clusters Score -598563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -598563.250000 Penalty: 837.345764
	Iteration 125Q: 3 clusters Score -598563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -598565.437500 Penalty: 837.345764
	Iteration 126Q: 3 clusters Score -598565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -598569.375000 Penalty: 837.345764
	Iteration 127Q: 3 clusters Score -598569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -598572.875000 Penalty: 837.345764
	Iteration 128Q: 3 clusters Score -598572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -598573.500000 Penalty: 837.345764
	Iteration 129Q: 3 clusters Score -598573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -598575.812500 Penalty: 837.345764
	Iteration 130Q: 3 clusters Score -598575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -598580.375000 Penalty: 837.345764
	Iteration 131Q: 3 clusters Score -598580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -598581.562500 Penalty: 837.345764
	Iteration 132Q: 3 clusters Score -598581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -598581.625000 Penalty: 837.345764
	Iteration 133Q: 3 clusters Score -598581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -598581.937500 Penalty: 837.345764
	Iteration 134Q: 3 clusters Score -598581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -598581.937500 Penalty: 837.345764
	Iteration 135F: 3 clusters Score -598581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 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 141 members 
Entering Unmasked Estep 
Score: -16243.133789 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16243.13 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16350.929688 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16350.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16385.978516 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16385.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16410.537109 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -16410.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16427.990234 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16427.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16433.169922 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16433.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16438.822266 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16438.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16443.671875 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16443.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16446.810547 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16446.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16447.939453 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16447.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16448.246094 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -16448.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16448.476562 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -16448.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16448.849609 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -16448.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16448.849609 Penalty: 516.584595
	Iteration 13F: 3 clusters Score -16448.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -138114.421875 Penalty: 358.507751
	Iteration 0F: 2 clusters Score -138114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -136257.234375 Penalty: 717.015503
	Iteration 0F: 3 clusters Score -136257.2 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -137049.062500 Penalty: 717.015503
	Iteration 1F: 3 clusters Score -137049.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -137240.656250 Penalty: 717.015503
	Iteration 2F: 3 clusters Score -137240.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -137358.609375 Penalty: 717.015503
	Iteration 3F: 3 clusters Score -137358.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -137433.656250 Penalty: 717.015503
	Iteration 4Q: 3 clusters Score -137433.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137499.078125 Penalty: 717.015503
	Iteration 5Q: 3 clusters Score -137499.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137560.062500 Penalty: 717.015503
	Iteration 6Q: 3 clusters Score -137560.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137604.625000 Penalty: 717.015503
	Iteration 7Q: 3 clusters Score -137604.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -137650.609375 Penalty: 717.015503
	Iteration 8Q: 3 clusters Score -137650.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137690.484375 Penalty: 717.015503
	Iteration 9Q: 3 clusters Score -137690.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137707.546875 Penalty: 717.015503
	Iteration 10Q: 3 clusters Score -137707.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137717.921875 Penalty: 717.015503
	Iteration 11Q: 3 clusters Score -137717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137724.734375 Penalty: 717.015503
	Iteration 12Q: 3 clusters Score -137724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137730.812500 Penalty: 717.015503
	Iteration 13Q: 3 clusters Score -137730.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137736.531250 Penalty: 717.015503
	Iteration 14Q: 3 clusters Score -137736.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137740.468750 Penalty: 717.015503
	Iteration 15Q: 3 clusters Score -137740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137742.562500 Penalty: 717.015503
	Iteration 16Q: 3 clusters Score -137742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137743.984375 Penalty: 717.015503
	Iteration 17Q: 3 clusters Score -137744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137744.750000 Penalty: 717.015503
	Iteration 18Q: 3 clusters Score -137744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137745.515625 Penalty: 717.015503
	Iteration 19Q: 3 clusters Score -137745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137745.546875 Penalty: 717.015503
	Iteration 20F: 3 clusters Score -137745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137745.484375 Penalty: 717.015503
	Iteration 21Q: 3 clusters Score -137745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137745.734375 Penalty: 717.015503
	Iteration 22Q: 3 clusters Score -137745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137746.062500 Penalty: 717.015503
	Iteration 23Q: 3 clusters Score -137746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137746.484375 Penalty: 717.015503
	Iteration 24Q: 3 clusters Score -137746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137748.687500 Penalty: 717.015503
	Iteration 25Q: 3 clusters Score -137748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137749.468750 Penalty: 717.015503
	Iteration 26Q: 3 clusters Score -137749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -137750.046875 Penalty: 717.015503
	Iteration 27Q: 3 clusters Score -137750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137751.218750 Penalty: 717.015503
	Iteration 28Q: 3 clusters Score -137751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137752.296875 Penalty: 717.015503
	Iteration 29Q: 3 clusters Score -137752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137753.109375 Penalty: 717.015503
	Iteration 30Q: 3 clusters Score -137753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137753.203125 Penalty: 717.015503
	Iteration 31Q: 3 clusters Score -137753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137753.296875 Penalty: 717.015503
	Iteration 32Q: 3 clusters Score -137753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137753.296875 Penalty: 717.015503
	Iteration 33F: 3 clusters Score -137753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -183562.890625 Penalty: 366.190796
	Iteration 0F: 2 clusters Score -183562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -181385.328125 Penalty: 732.381592
	Iteration 0F: 3 clusters Score -181385.3 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -182318.937500 Penalty: 732.381592
	Iteration 1F: 3 clusters Score -182318.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -182518.796875 Penalty: 732.381592
	Iteration 2F: 3 clusters Score -182518.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -182708.687500 Penalty: 732.381592
	Iteration 3F: 3 clusters Score -182708.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -182894.015625 Penalty: 732.381592
	Iteration 4F: 3 clusters Score -182894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183066.265625 Penalty: 732.381592
	Iteration 5F: 3 clusters Score -183066.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -183196.406250 Penalty: 732.381592
	Iteration 6Q: 3 clusters Score -183196.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -183286.359375 Penalty: 732.381592
	Iteration 7Q: 3 clusters Score -183286.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -183330.234375 Penalty: 732.381592
	Iteration 8Q: 3 clusters Score -183330.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183343.640625 Penalty: 732.381592
	Iteration 9Q: 3 clusters Score -183343.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -183352.578125 Penalty: 732.381592
	Iteration 10Q: 3 clusters Score -183352.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183360.921875 Penalty: 732.381592
	Iteration 11Q: 3 clusters Score -183360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183367.156250 Penalty: 732.381592
	Iteration 12Q: 3 clusters Score -183367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183369.578125 Penalty: 732.381592
	Iteration 13Q: 3 clusters Score -183369.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183372.109375 Penalty: 732.381592
	Iteration 14Q: 3 clusters Score -183372.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -183375.359375 Penalty: 732.381592
	Iteration 15Q: 3 clusters Score -183375.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -183377.593750 Penalty: 732.381592
	Iteration 16Q: 3 clusters Score -183377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183379.359375 Penalty: 732.381592
	Iteration 17Q: 3 clusters Score -183379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183379.953125 Penalty: 732.381592
	Iteration 18Q: 3 clusters Score -183380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -183379.890625 Penalty: 732.381592
	Iteration 19Q: 3 clusters Score -183379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -183380.515625 Penalty: 732.381592
	Iteration 20F: 3 clusters Score -183380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183380.968750 Penalty: 732.381592
	Iteration 21Q: 3 clusters Score -183381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183380.828125 Penalty: 732.381592
	Iteration 22Q: 3 clusters Score -183380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183380.828125 Penalty: 732.381592
	Iteration 23F: 3 clusters Score -183380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9699.390625 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9699.391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9793.998047 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9793.998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9862.836914 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9862.837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9895.906250 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -9895.906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9902.415039 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9902.415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9907.201172 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9907.201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9911.400391 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9911.400391 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -9911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34017.671875 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34017.67 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34253.890625 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34253.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34342.906250 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34342.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34416.894531 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34416.89 nChanged 33
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: -34481.027344 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -34481.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34516.722656 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34516.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34526.695312 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34526.7 nChanged 6
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: -34530.648438 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34530.65 nChanged 1
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: -34531.179688 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34531.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34531.496094 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34531.496094 Penalty: 579.035522
	Iteration 10F: 3 clusters Score -34531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4898.807617 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4898.808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4974.605469 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4974.605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5002.990234 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -5002.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5017.930176 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -5017.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5017.930176 Penalty: 473.063202
	Iteration 4F: 3 clusters Score -5017.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28995.714844 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -28995.71 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29211.779297 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29211.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29269.984375 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29269.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29296.373047 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -29296.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29306.548828 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29306.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29314.533203 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29314.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29323.185547 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29323.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29327.925781 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29327.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29329.693359 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29329.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29330.347656 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29330.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29330.347656 Penalty: 564.061584
	Iteration 10F: 3 clusters Score -29330.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -48885.269531 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48885.27 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49057.996094 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49123.121094 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49123.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -49199.234375 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49199.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -49281.132812 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49281.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49361.710938 Penalty: 605.762085
	Iteration 5F: 3 clusters Score -49361.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49406.371094 Penalty: 605.762085
	Iteration 6F: 3 clusters Score -49406.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49427.722656 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49427.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -49450.269531 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49450.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49464.820312 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49464.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49467.242188 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49467.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49468.144531 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49468.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49468.230469 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49468.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49468.230469 Penalty: 605.762085
	Iteration 13F: 3 clusters Score -49468.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -356955.687500 Penalty: 396.333221
	Iteration 0F: 2 clusters Score -356955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -352837.500000 Penalty: 792.666443
	Iteration 0F: 3 clusters Score -352837.5 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -354401.750000 Penalty: 792.666443
	Iteration 1F: 3 clusters Score -354401.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -354624.000000 Penalty: 792.666443
	Iteration 2F: 3 clusters Score -354624 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -354910.218750 Penalty: 792.666443
	Iteration 3F: 3 clusters Score -354910.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -355257.906250 Penalty: 792.666443
	Iteration 4F: 3 clusters Score -355257.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -355637.093750 Penalty: 792.666443
	Iteration 5F: 3 clusters Score -355637.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -356001.093750 Penalty: 792.666443
	Iteration 6F: 3 clusters Score -356001.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -356252.031250 Penalty: 792.666443
	Iteration 7Q: 3 clusters Score -356252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -356396.531250 Penalty: 792.666443
	Iteration 8Q: 3 clusters Score -356396.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -356485.187500 Penalty: 792.666443
	Iteration 9Q: 3 clusters Score -356485.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -356549.062500 Penalty: 792.666443
	Iteration 10Q: 3 clusters Score -356549.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -356594.312500 Penalty: 792.666443
	Iteration 11Q: 3 clusters Score -356594.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -356629.218750 Penalty: 792.666443
	Iteration 12Q: 3 clusters Score -356629.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -356657.437500 Penalty: 792.666443
	Iteration 13Q: 3 clusters Score -356657.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -356672.000000 Penalty: 792.666443
	Iteration 14Q: 3 clusters Score -356672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -356685.781250 Penalty: 792.666443
	Iteration 15Q: 3 clusters Score -356685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -356690.843750 Penalty: 792.666443
	Iteration 16Q: 3 clusters Score -356690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -356693.937500 Penalty: 792.666443
	Iteration 17Q: 3 clusters Score -356693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -356696.343750 Penalty: 792.666443
	Iteration 18Q: 3 clusters Score -356696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -356698.125000 Penalty: 792.666443
	Iteration 19Q: 3 clusters Score -356698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -356698.812500 Penalty: 792.666443
	Iteration 20F: 3 clusters Score -356698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -356699.437500 Penalty: 792.666443
	Iteration 21Q: 3 clusters Score -356699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -356699.437500 Penalty: 792.666443
	Iteration 22F: 3 clusters Score -356699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50374.109375 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50374.11 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50657.621094 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50657.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50741.437500 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50741.44 nChanged 58
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: -50784.531250 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50784.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50807.988281 Penalty: 615.303101
	Iteration 4Q: 3 clusters Score -50807.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50821.183594 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50821.18 nChanged 14
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: -50829.523438 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50829.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50837.585938 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50837.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50847.207031 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50847.21 nChanged 12
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: -50862.480469 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50862.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50875.765625 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50875.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50888.277344 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50888.28 nChanged 9
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: -50893.500000 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50894.949219 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50894.95 nChanged 3
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: -50895.980469 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50895.98 nChanged 2
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: -50896.710938 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50896.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50897.707031 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50897.71 nChanged 1
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: -50898.187500 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -50898.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50898.542969 Penalty: 615.303101
	Iteration 18Q: 3 clusters Score -50898.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50898.542969 Penalty: 615.303101
	Iteration 19F: 3 clusters Score -50898.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13298.802734 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13298.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13384.564453 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13384.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13457.503906 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13457.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13511.552734 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -13511.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13562.522461 Penalty: 491.643646
	Iteration 4F: 3 clusters Score -13562.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13605.265625 Penalty: 491.643646
	Iteration 5F: 3 clusters Score -13605.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13624.013672 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13624.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13633.891602 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13633.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13635.229492 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13635.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13635.229492 Penalty: 491.643646
	Iteration 9F: 3 clusters Score -13635.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 145 members 
Entering Unmasked Estep 
Score: -58210556.000000 Penalty: 52866.046875
Splitting cluster 36 changes total score from -58210968.000000 to -58210556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13260.470703 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13260.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12928.022461 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -12928.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13020.317383 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13020.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13080.585938 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13080.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13095.392578 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -13095.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13103.612305 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13103.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13108.602539 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13112.335938 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13112.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13115.665039 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -13115.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13118.345703 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -13118.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13118.903320 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -13118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13118.903320 Penalty: 513.090271
	Iteration 10F: 3 clusters Score -13118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11477.571289 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11477.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11565.508789 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11565.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11619.648438 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11619.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11645.681641 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11645.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11664.034180 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11664.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11681.553711 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11681.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11711.787109 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11711.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11731.113281 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -11731.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11734.664062 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -11734.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11745.596680 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -11745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11752.332031 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -11752.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11763.833984 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -11763.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11772.459961 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -11772.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11772.901367 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -11772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11772.901367 Penalty: 502.088196
	Iteration 14F: 3 clusters Score -11772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10378.200195 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10378.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10457.000977 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10521.468750 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10521.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10602.742188 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10602.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10684.273438 Penalty: 477.479187
	Iteration 4F: 3 clusters Score -10684.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10693.117188 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10693.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10699.617188 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10699.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10699.617188 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -10699.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 69 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 121 members 
Entering Unmasked Estep 
Score: -58210588.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58210968.000000 to -58210588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -41042.625000 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -41042.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40413.449219 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -40413.45 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40590.167969 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -40590.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40621.605469 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -40621.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40640.878906 Penalty: 597.695129
	Iteration 3F: 3 clusters Score -40640.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40652.687500 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -40652.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40656.832031 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -40656.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40660.128906 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -40660.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40665.058594 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -40665.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40668.234375 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -40668.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40671.777344 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -40671.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -40674.757812 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -40674.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40676.000000 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -40676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40676.667969 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -40676.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40677.394531 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -40677.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40678.039062 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -40678.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40678.039062 Penalty: 597.695129
	Iteration 15F: 3 clusters Score -40678.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10063.776367 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10063.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10170.438477 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10170.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10191.006836 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10191.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10200.141602 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -10200.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10230.450195 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10230.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10261.336914 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10261.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10291.759766 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10291.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10297.625977 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10297.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10298.212891 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -10298.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10298.212891 Penalty: 473.063202
	Iteration 9F: 3 clusters Score -10298.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35096.566406 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35096.57 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35285.156250 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35285.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35355.730469 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35355.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35384.222656 Penalty: 581.511902
	Iteration 3Q: 3 clusters Score -35384.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35423.449219 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35423.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35451.867188 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35451.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35474.054688 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35474.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35485.105469 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35485.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35491.304688 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35493.617188 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35493.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35494.765625 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35494.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35497.605469 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35497.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35501.468750 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35501.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35502.910156 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35502.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35502.910156 Penalty: 581.511902
	Iteration 14F: 3 clusters Score -35502.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9284.104492 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9284.104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9417.807617 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9417.808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9492.352539 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9492.353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9549.063477 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -9549.063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9567.686523 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9567.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9577.460938 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -9577.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9577.460938 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -9577.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 116 members 
Entering Unmasked Estep 
Score: -58210620.000000 Penalty: 52866.046875
Splitting cluster 43 changes total score from -58210968.000000 to -58210620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10451.941406 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10451.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10530.336914 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10530.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10572.337891 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10572.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10594.375977 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10594.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10613.504883 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10617.525391 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10617.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10624.246094 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10624.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10628.459961 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -10628.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10631.493164 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -10631.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10633.059570 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -10633.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10635.930664 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -10635.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10644.122070 Penalty: 472.559082
	Iteration 11Q: 3 clusters Score -10644.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10648.949219 Penalty: 472.559082
	Iteration 12Q: 3 clusters Score -10648.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10660.498047 Penalty: 472.559082
	Iteration 13Q: 3 clusters Score -10660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10675.557617 Penalty: 472.559082
	Iteration 14Q: 3 clusters Score -10675.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10676.425781 Penalty: 472.559082
	Iteration 15Q: 3 clusters Score -10676.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10676.425781 Penalty: 472.559082
	Iteration 16F: 3 clusters Score -10676.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44904.738281 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44904.74 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45211.078125 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45211.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45352.609375 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45352.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45439.988281 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45439.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45494.785156 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -45494.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45528.878906 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45528.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45549.027344 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45549.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45561.578125 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45561.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45567.359375 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45567.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45568.851562 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45568.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45571.515625 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45571.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45571.652344 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45571.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45571.652344 Penalty: 608.640259
	Iteration 12F: 3 clusters Score -45571.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 448 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 355 members 
Entering Unmasked Estep 
Score: -58210596.000000 Penalty: 52866.046875
Splitting cluster 45 changes total score from -58210968.000000 to -58210596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13998.867188 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -13998.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14101.750977 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14101.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14139.770508 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14139.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14159.371094 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14159.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14175.045898 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14175.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14183.208008 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14183.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14189.790039 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14189.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14191.025391 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14191.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14193.333008 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -14193.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14193.333008 Penalty: 500.614502
	Iteration 9F: 3 clusters Score -14193.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -336493.375000 Penalty: 392.891418
	Iteration 0F: 2 clusters Score -336493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -332722.937500 Penalty: 785.782837
	Iteration 0F: 3 clusters Score -332722.9 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -334179.093750 Penalty: 785.782837
	Iteration 1F: 3 clusters Score -334179.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -334357.750000 Penalty: 785.782837
	Iteration 2F: 3 clusters Score -334357.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -334548.531250 Penalty: 785.782837
	Iteration 3F: 3 clusters Score -334548.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -334789.218750 Penalty: 785.782837
	Iteration 4F: 3 clusters Score -334789.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -335098.875000 Penalty: 785.782837
	Iteration 5F: 3 clusters Score -335098.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -335472.375000 Penalty: 785.782837
	Iteration 6F: 3 clusters Score -335472.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335793.687500 Penalty: 785.782837
	Iteration 7F: 3 clusters Score -335793.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -336021.031250 Penalty: 785.782837
	Iteration 8F: 3 clusters Score -336021 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -336160.875000 Penalty: 785.782837
	Iteration 9Q: 3 clusters Score -336160.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -336270.343750 Penalty: 785.782837
	Iteration 10Q: 3 clusters Score -336270.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -336368.343750 Penalty: 785.782837
	Iteration 11Q: 3 clusters Score -336368.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -336425.843750 Penalty: 785.782837
	Iteration 12Q: 3 clusters Score -336425.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -336449.812500 Penalty: 785.782837
	Iteration 13Q: 3 clusters Score -336449.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -336463.500000 Penalty: 785.782837
	Iteration 14Q: 3 clusters Score -336463.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -336470.406250 Penalty: 785.782837
	Iteration 15Q: 3 clusters Score -336470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -336474.187500 Penalty: 785.782837
	Iteration 16Q: 3 clusters Score -336474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -336475.593750 Penalty: 785.782837
	Iteration 17Q: 3 clusters Score -336475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -336476.406250 Penalty: 785.782837
	Iteration 18Q: 3 clusters Score -336476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -336476.843750 Penalty: 785.782837
	Iteration 19Q: 3 clusters Score -336476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -336477.031250 Penalty: 785.782837
	Iteration 20F: 3 clusters Score -336477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -336477.312500 Penalty: 785.782837
	Iteration 21Q: 3 clusters Score -336477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -336478.312500 Penalty: 785.782837
	Iteration 22Q: 3 clusters Score -336478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -336480.500000 Penalty: 785.782837
	Iteration 23Q: 3 clusters Score -336480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -336481.125000 Penalty: 785.782837
	Iteration 24Q: 3 clusters Score -336481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -336482.343750 Penalty: 785.782837
	Iteration 25Q: 3 clusters Score -336482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -336482.937500 Penalty: 785.782837
	Iteration 26Q: 3 clusters Score -336482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -336484.093750 Penalty: 785.782837
	Iteration 27Q: 3 clusters Score -336484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336485.125000 Penalty: 785.782837
	Iteration 28Q: 3 clusters Score -336485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -336486.625000 Penalty: 785.782837
	Iteration 29Q: 3 clusters Score -336486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -336487.250000 Penalty: 785.782837
	Iteration 30Q: 3 clusters Score -336487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -336487.250000 Penalty: 785.782837
	Iteration 31F: 3 clusters Score -336487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10354.240234 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10354.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10098.469727 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10098.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10220.193359 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10220.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10238.685547 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10238.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10244.089844 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10244.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10244.484375 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10244.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10244.484375 Penalty: 483.501770
	Iteration 5F: 3 clusters Score -10244.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8075.231934 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8075.232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8171.057129 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8171.057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8245.863281 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8245.863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8354.662109 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -8354.662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8412.911133 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -8412.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8435.285156 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8435.285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8460.739258 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8460.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8492.713867 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8492.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8492.713867 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -8492.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 74 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 83 members 
Entering Unmasked Estep 
Score: -58210700.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58210968.000000 to -58210700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (61374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Entering Unmasked Estep 
Score: -3688516.500000 Penalty: 501.625732
	Iteration 0F: 2 clusters Score -3688516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3647272.000000 Penalty: 1003.251465
	Iteration 0F: 3 clusters Score -3647272 nChanged 29711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3665798.000000 Penalty: 1003.251465
	Iteration 1F: 3 clusters Score -3665798 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3666980.500000 Penalty: 1003.251465
	Iteration 2Q: 3 clusters Score -3666980 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3668735.000000 Penalty: 1003.251465
	Iteration 3F: 3 clusters Score -3668735 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3671210.750000 Penalty: 1003.251465
	Iteration 4F: 3 clusters Score -3671211 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -3674221.000000 Penalty: 1003.251465
	Iteration 5F: 3 clusters Score -3674221 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3677190.500000 Penalty: 1003.251465
	Iteration 6F: 3 clusters Score -3677190 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3679176.250000 Penalty: 1003.251465
	Iteration 7F: 3 clusters Score -3679176 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3680142.500000 Penalty: 1003.251465
	Iteration 8Q: 3 clusters Score -3680142 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3680574.250000 Penalty: 1003.251465
	Iteration 9Q: 3 clusters Score -3680574 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3680802.250000 Penalty: 1003.251465
	Iteration 10Q: 3 clusters Score -3680802 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3680930.500000 Penalty: 1003.251465
	Iteration 11Q: 3 clusters Score -3680930 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3681102.500000 Penalty: 1003.251465
	Iteration 12Q: 3 clusters Score -3681102 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3681243.250000 Penalty: 1003.251465
	Iteration 13Q: 3 clusters Score -3681243 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3681366.750000 Penalty: 1003.251465
	Iteration 14Q: 3 clusters Score -3681367 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3681527.250000 Penalty: 1003.251465
	Iteration 15Q: 3 clusters Score -3681527 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3681837 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3682021.500000 Penalty: 1003.251465
	Iteration 18Q: 3 clusters Score -3682022 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3682154 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3682277 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3682385 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3682498.500000 Penalty: 1003.251465
	Iteration 22Q: 3 clusters Score -3682498 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3682618.250000 Penalty: 1003.251465
	Iteration 23Q: 3 clusters Score -3682618 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3682719 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3682818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3682905 nChanged 390
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Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3682990 nChanged 381
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Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3683056 nChanged 360
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Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3683136 nChanged 342
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Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3683205 nChanged 320
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Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3683255 nChanged 316
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Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3683293 nChanged 288
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Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3683339 nChanged 261
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Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3683405 nChanged 249
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Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3683444 nChanged 247
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Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3683462 nChanged 279
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Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3683522 nChanged 270
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Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3683568 nChanged 277
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Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3683620 nChanged 327
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Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3683678 nChanged 298
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Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3683722 nChanged 293
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Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3683768 nChanged 298
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Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3683821 nChanged 321
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Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3683877 nChanged 341
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Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3683946 nChanged 304
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Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3683988 nChanged 295
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Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3684042 nChanged 280
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Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3684102 nChanged 307
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Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3684160 nChanged 315
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Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3684214 nChanged 306
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Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3684282 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3684338 nChanged 338
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Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3684414 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3684492 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3684566 nChanged 350
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Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3684651 nChanged 389
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Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3684709 nChanged 424
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Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3684816 nChanged 476
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Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3684943 nChanged 502
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Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 12332 members 
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	Iteration 60F: 3 clusters Score -3685067 nChanged 552
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Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3685222 nChanged 587
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Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3685412 nChanged 652
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Mstep: Class 1 contains 50833 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3685625 nChanged 658
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Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3685864 nChanged 653
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Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3686056 nChanged 640
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Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3686276 nChanged 610
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Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 7980 members 
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	Iteration 67Q: 3 clusters Score -3686465 nChanged 571
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Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3686628 nChanged 561
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Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3686796 nChanged 552
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Mstep: Class 1 contains 55078 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3686969 nChanged 488
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Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3687137 nChanged 473
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Mstep: Class 1 contains 56039 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3687270 nChanged 435
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Mstep: Class 1 contains 56474 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3687374 nChanged 389
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Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3687482 nChanged 378
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Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3687581 nChanged 339
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Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3687650 nChanged 308
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Mstep: Class 1 contains 57888 members 
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	Iteration 77Q: 3 clusters Score -3687759 nChanged 272
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Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3687805 nChanged 224
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Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 2990 members 
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	Iteration 79Q: 3 clusters Score -3687869 nChanged 177
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Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3687909 nChanged 143
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Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 2670 members 
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	Iteration 81Q: 3 clusters Score -3687933 nChanged 143
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Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 2527 members 
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	Iteration 82Q: 3 clusters Score -3687967 nChanged 140
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Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3687984 nChanged 129
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Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3687999 nChanged 109
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Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3688022 nChanged 95
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Mstep: Class 1 contains 59308 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3688047 nChanged 94
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Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3688057 nChanged 82
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Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3688070 nChanged 73
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Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3688084 nChanged 64
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Mstep: Class 1 contains 59609 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3688098 nChanged 53
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Mstep: Class 1 contains 59658 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3688108 nChanged 40
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Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3688109 nChanged 45
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Mstep: Class 1 contains 59739 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3688105 nChanged 40
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	Iteration 94Q: 3 clusters Score -3688108 nChanged 38
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3688124 nChanged 29
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3688126 nChanged 24
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3688134 nChanged 25
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Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3688142 nChanged 32
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3688154 nChanged 26
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Mstep: Class 1 contains 59933 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3688160 nChanged 21
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Mstep: Class 1 contains 59950 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3688167 nChanged 25
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Mstep: Class 1 contains 59971 members 
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	Iteration 102Q: 3 clusters Score -3688178 nChanged 30
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	Iteration 103Q: 3 clusters Score -3688180 nChanged 37
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Mstep: Class 1 contains 60026 members 
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Entering Unmasked Estep 
Score: -3688186.250000 Penalty: 1003.251465
	Iteration 104Q: 3 clusters Score -3688186 nChanged 31
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3688196 nChanged 25
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Entering Unmasked Estep 
Score: -3688203.250000 Penalty: 1003.251465
	Iteration 106Q: 3 clusters Score -3688203 nChanged 25
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	Iteration 107Q: 3 clusters Score -3688211 nChanged 21
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Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3688214.250000 Penalty: 1003.251465
	Iteration 108Q: 3 clusters Score -3688214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3688217.000000 Penalty: 1003.251465
	Iteration 109Q: 3 clusters Score -3688217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3688217.500000 Penalty: 1003.251465
	Iteration 110Q: 3 clusters Score -3688218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3688221.750000 Penalty: 1003.251465
	Iteration 111Q: 3 clusters Score -3688222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3688218.500000 Penalty: 1003.251465
	Iteration 112Q: 3 clusters Score -3688218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3688226.500000 Penalty: 1003.251465
	Iteration 113Q: 3 clusters Score -3688226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3688227.250000 Penalty: 1003.251465
	Iteration 114Q: 3 clusters Score -3688227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3688234.000000 Penalty: 1003.251465
	Iteration 115Q: 3 clusters Score -3688234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3688233.500000 Penalty: 1003.251465
	Iteration 116Q: 3 clusters Score -3688234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3688232.750000 Penalty: 1003.251465
	Iteration 117Q: 3 clusters Score -3688233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3688233.500000 Penalty: 1003.251465
	Iteration 118Q: 3 clusters Score -3688234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3688230.500000 Penalty: 1003.251465
	Iteration 119Q: 3 clusters Score -3688230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3688232.250000 Penalty: 1003.251465
	Iteration 120F: 3 clusters Score -3688232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3688232.750000 Penalty: 1003.251465
	Iteration 121Q: 3 clusters Score -3688233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3688232.750000 Penalty: 1003.251465
	Iteration 122F: 3 clusters Score -3688233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15620.901367 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15620.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15745.144531 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15745.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15783.807617 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15783.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15798.168945 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15798.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15812.682617 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15812.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15826.244141 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15826.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15833.892578 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15833.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15837.636719 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15837.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15842.348633 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15842.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15845.204102 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15845.608398 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15845.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15845.608398 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -15845.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10944.669922 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10944.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11081.175781 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11081.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11125.069336 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11125.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11140.378906 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11140.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11160.898438 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11166.454102 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11166.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11171.808594 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11171.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11177.067383 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11177.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11181.102539 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11181.102539 Penalty: 495.260010
	Iteration 9F: 3 clusters Score -11181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11250.305664 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11250.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11309.362305 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11309.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11322.722656 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11322.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11329.566406 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11329.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11340.241211 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11340.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11348.172852 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11348.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11349.835938 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11349.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11350.755859 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -11350.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11351.787109 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -11351.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11354.426758 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -11354.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11359.084961 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -11359.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11359.084961 Penalty: 478.904785
	Iteration 11F: 3 clusters Score -11359.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 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 139 members 
Entering Unmasked Estep 
Score: -9777.624023 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9777.624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9908.808594 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9908.809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9940.840820 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9940.841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9956.503906 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9956.504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9967.950195 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9967.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9975.831055 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9975.831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9977.768555 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9977.769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9981.268555 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9981.269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9989.656250 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9989.656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9996.398438 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9996.398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10003.341797 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -10003.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10010.523438 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -10010.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10028.268555 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -10028.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10035.983398 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -10035.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10042.570312 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -10042.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10049.200195 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -10049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10060.160156 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -10060.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10069.094727 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -10069.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10075.195312 Penalty: 517.822693
	Iteration 18Q: 3 clusters Score -10075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10076.375000 Penalty: 517.822693
	Iteration 19Q: 3 clusters Score -10076.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10076.975586 Penalty: 517.822693
	Iteration 20F: 3 clusters Score -10076.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 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 168 members 
Entering Unmasked Estep 
Score: -18373.185547 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18373.19 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18450.248047 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18450.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18518.619141 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18518.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18629.201172 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -18629.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18665.845703 Penalty: 524.632385
	Iteration 4F: 3 clusters Score -18665.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18694.250000 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18694.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18711.654297 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18711.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18715.796875 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18715.796875 Penalty: 524.632385
	Iteration 8F: 3 clusters Score -18715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 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 294 members 
Entering Unmasked Estep 
Score: -37127.355469 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37127.36 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37311.097656 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37311.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37373.675781 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37373.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37452.699219 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37452.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37504.035156 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -37504.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37526.000000 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37535.105469 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37535.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37540.750000 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37540.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37546.238281 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37546.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37548.847656 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37548.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37548.847656 Penalty: 581.816772
	Iteration 10F: 3 clusters Score -37548.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121553.234375 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121553.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122078.554688 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122078.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -122151.304688 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122151.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122195.898438 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122195.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -122238.460938 Penalty: 693.439575
	Iteration 4Q: 3 clusters Score -122238.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122277.593750 Penalty: 693.439575
	Iteration 5Q: 3 clusters Score -122277.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122307.695312 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122307.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -122341.484375 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122341.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122375.828125 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122375.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122399.937500 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122399.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122420.718750 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122420.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122436.093750 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122436.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122453.312500 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122453.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122468.289062 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122468.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122487.289062 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122487.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122504.804688 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122504.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122529.335938 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122529.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -122559.187500 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122559.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -122581.242188 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122581.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -122609.945312 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122609.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -122642.750000 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122642.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -122673.796875 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122673.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -122697.992188 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -122719.960938 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -122743.375000 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -122755.382812 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122755.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -122768.203125 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -122768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -122778.992188 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -122779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -122788.390625 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -122788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -122794.703125 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -122794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -122797.031250 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -122797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -122798.828125 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -122798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -122800.585938 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -122800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -122802.664062 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -122802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -122803.156250 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -122803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -122803.671875 Penalty: 693.439575
	Iteration 35Q: 3 clusters Score -122803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -122803.695312 Penalty: 693.439575
	Iteration 36Q: 3 clusters Score -122803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -122806.343750 Penalty: 693.439575
	Iteration 37Q: 3 clusters Score -122806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -122807.531250 Penalty: 693.439575
	Iteration 38Q: 3 clusters Score -122807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -122807.531250 Penalty: 693.439575
	Iteration 39F: 3 clusters Score -122807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70392.796875 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70392.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70834.320312 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70834.32 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70990.312500 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70990.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71099.656250 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -71099.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71176.132812 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -71176.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71211.875000 Penalty: 642.503357
	Iteration 5Q: 3 clusters Score -71211.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71232.734375 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71232.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71242.179688 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71242.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71251.265625 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71251.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71255.835938 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71255.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -71261.960938 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71261.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -71264.781250 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71264.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71266.531250 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71266.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71266.531250 Penalty: 642.503357
	Iteration 13F: 3 clusters Score -71266.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 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 238 members 
Entering Unmasked Estep 
Score: -28229.353516 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28229.35 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28371.736328 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28371.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28445.005859 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28445.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28504.023438 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28504.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28545.759766 Penalty: 554.924744
	Iteration 4F: 3 clusters Score -28545.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28570.341797 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28570.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28581.701172 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28591.744141 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28591.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28593.587891 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28593.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28594.552734 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28594.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28594.552734 Penalty: 554.924744
	Iteration 10F: 3 clusters Score -28594.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9070.867188 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9070.867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9252.746094 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9252.746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9321.030273 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9321.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9335.852539 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9335.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9350.632812 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9350.633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9378.292969 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9378.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9393.121094 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9393.121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9400.644531 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9400.645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9405.081055 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9405.081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9405.733398 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9405.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9405.733398 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -9405.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 114 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 94 members 
Entering Unmasked Estep 
Score: -58210660.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58210968.000000 to -58210660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 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 170 members 
Entering Unmasked Estep 
Score: -17046.195312 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17046.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17171.179688 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17171.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17222.828125 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17222.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17244.152344 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -17244.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17259.058594 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17259.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17264.314453 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17264.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17270.068359 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17270.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17289.279297 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17289.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17322.707031 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17322.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17327.699219 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17337.529297 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17337.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17343.953125 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17343.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17349.152344 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -17349.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17352.642578 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -17352.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17358.126953 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -17358.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17368.277344 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -17368.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17370.634766 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -17370.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17370.634766 Penalty: 526.047668
	Iteration 17F: 3 clusters Score -17370.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21947.398438 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21947.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22064.500000 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22064.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22095.511719 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22095.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22106.740234 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -22106.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22119.310547 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -22119.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22126.382812 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22126.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22130.275391 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22130.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22133.291016 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22133.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22134.083984 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22134.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22134.083984 Penalty: 526.886414
	Iteration 9F: 3 clusters Score -22134.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 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 221 members 
Entering Unmasked Estep 
Score: -25134.914062 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25134.91 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25361.025391 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25361.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25408.203125 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25444.707031 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -25444.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25457.255859 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25457.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25459.712891 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25459.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25461.671875 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25461.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25464.294922 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25464.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25466.183594 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25466.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25471.505859 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25471.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25479.109375 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25479.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25494.289062 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25494.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25500.162109 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25500.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25502.818359 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25502.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25504.505859 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25504.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25504.505859 Penalty: 552.647095
	Iteration 15F: 3 clusters Score -25504.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Entering Unmasked Estep 
Score: -7191485.500000 Penalty: 531.734253
	Iteration 0F: 2 clusters Score -7191486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7112574.500000 Penalty: 1063.468506
	Iteration 0F: 3 clusters Score -7112574 nChanged 58239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -7147907.000000 Penalty: 1063.468506
	Iteration 1F: 3 clusters Score -7147907 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -7149764.000000 Penalty: 1063.468506
	Iteration 2Q: 3 clusters Score -7149764 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -7153280.500000 Penalty: 1063.468506
	Iteration 3F: 3 clusters Score -7153280 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -7159271.000000 Penalty: 1063.468506
	Iteration 4F: 3 clusters Score -7159271 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -7167826.000000 Penalty: 1063.468506
	Iteration 5F: 3 clusters Score -7167826 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -7176695.500000 Penalty: 1063.468506
	Iteration 6F: 3 clusters Score -7176696 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -7183484.000000 Penalty: 1063.468506
	Iteration 7F: 3 clusters Score -7183484 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -7187363.000000 Penalty: 1063.468506
	Iteration 8Q: 3 clusters Score -7187363 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -7189209.000000 Penalty: 1063.468506
	Iteration 9Q: 3 clusters Score -7189209 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -7189987.500000 Penalty: 1063.468506
	Iteration 10Q: 3 clusters Score -7189988 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -7190398.500000 Penalty: 1063.468506
	Iteration 11Q: 3 clusters Score -7190398 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -7190641.000000 Penalty: 1063.468506
	Iteration 12Q: 3 clusters Score -7190641 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -7190816.000000 Penalty: 1063.468506
	Iteration 13Q: 3 clusters Score -7190816 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -7190897.000000 Penalty: 1063.468506
	Iteration 14Q: 3 clusters Score -7190897 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -7190949.000000 Penalty: 1063.468506
	Iteration 15Q: 3 clusters Score -7190949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -7190974.000000 Penalty: 1063.468506
	Iteration 16Q: 3 clusters Score -7190974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -7191018.500000 Penalty: 1063.468506
	Iteration 17Q: 3 clusters Score -7191018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -7191039.500000 Penalty: 1063.468506
	Iteration 18Q: 3 clusters Score -7191040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -7191055.000000 Penalty: 1063.468506
	Iteration 19Q: 3 clusters Score -7191055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -7191061.000000 Penalty: 1063.468506
	Iteration 20F: 3 clusters Score -7191061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -7191078.000000 Penalty: 1063.468506
	Iteration 21Q: 3 clusters Score -7191078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -7191087.000000 Penalty: 1063.468506
	Iteration 22Q: 3 clusters Score -7191087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 118701 members 
Entering Unmasked Estep 
Score: -7191086.500000 Penalty: 1063.468506
	Iteration 23Q: 3 clusters Score -7191086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -7191083.500000 Penalty: 1063.468506
	Iteration 24Q: 3 clusters Score -7191084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -7191087.500000 Penalty: 1063.468506
	Iteration 25Q: 3 clusters Score -7191088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -7191093.000000 Penalty: 1063.468506
	Iteration 26Q: 3 clusters Score -7191093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -7191094.500000 Penalty: 1063.468506
	Iteration 27Q: 3 clusters Score -7191094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -7191100.000000 Penalty: 1063.468506
	Iteration 28Q: 3 clusters Score -7191100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -7191112.000000 Penalty: 1063.468506
	Iteration 29Q: 3 clusters Score -7191112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
Score: -7191122.000000 Penalty: 1063.468506
	Iteration 30Q: 3 clusters Score -7191122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -7191128.000000 Penalty: 1063.468506
	Iteration 31Q: 3 clusters Score -7191128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -7191133.500000 Penalty: 1063.468506
	Iteration 32Q: 3 clusters Score -7191134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -7191129.500000 Penalty: 1063.468506
	Iteration 33Q: 3 clusters Score -7191130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -7191131.500000 Penalty: 1063.468506
	Iteration 34Q: 3 clusters Score -7191132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -7191135.000000 Penalty: 1063.468506
	Iteration 35Q: 3 clusters Score -7191135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -7191140.500000 Penalty: 1063.468506
	Iteration 36Q: 3 clusters Score -7191140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -7191143.000000 Penalty: 1063.468506
	Iteration 37Q: 3 clusters Score -7191143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -7191142.000000 Penalty: 1063.468506
	Iteration 38Q: 3 clusters Score -7191142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -7191144.500000 Penalty: 1063.468506
	Iteration 39Q: 3 clusters Score -7191144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -7191144.500000 Penalty: 1063.468506
	Iteration 40F: 3 clusters Score -7191144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8412.672852 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8412.673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8486.542969 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8486.543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8498.499023 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -8498.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8500.537109 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8500.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8502.752930 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8502.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8508.219727 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8508.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8524.221680 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8524.222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8543.947266 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8543.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8543.947266 Penalty: 452.882751
	Iteration 8F: 3 clusters Score -8543.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24544.072266 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24544.07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24644.566406 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24644.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24658.326172 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24658.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24663.261719 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -24663.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24665.291016 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24665.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24666.017578 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24666.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24667.062500 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24667.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24669.853516 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24669.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24673.216797 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24673.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24674.845703 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24674.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24675.609375 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24675.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24676.917969 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24676.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24677.330078 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24677.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24678.203125 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24678.330078 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24678.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24678.986328 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24678.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24679.570312 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -24679.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24679.570312 Penalty: 540.794739
	Iteration 17F: 3 clusters Score -24679.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12890.603516 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12890.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12962.796875 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12979.791016 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12979.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12988.921875 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -12988.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12990.272461 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -12990.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12990.690430 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -12990.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12990.690430 Penalty: 487.019104
	Iteration 6F: 3 clusters Score -12990.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11130.475586 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11130.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11204.500000 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11220.000000 Penalty: 476.516235
	Iteration 2Q: 3 clusters Score -11220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11223.687500 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11223.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11227.097656 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11227.643555 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11227.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11227.643555 Penalty: 476.516235
	Iteration 6F: 3 clusters Score -11227.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6611.853027 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6611.853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6714.711426 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6714.711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6763.798340 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6763.798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6810.730957 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6810.731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6860.419434 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6860.419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6878.867676 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6878.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6886.403320 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6886.403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6889.549316 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6889.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6890.841309 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6890.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6891.465332 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -6891.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6896.816895 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6896.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6901.800293 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -6901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6909.917969 Penalty: 454.129395
	Iteration 12Q: 3 clusters Score -6909.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6909.917969 Penalty: 454.129395
	Iteration 13F: 3 clusters Score -6909.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 47 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
Score: -58210596.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58210968.000000 to -58210596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10896.769531 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10896.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10978.669922 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10978.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11028.953125 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11028.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11122.450195 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -11122.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11175.464844 Penalty: 490.820129
	Iteration 4F: 3 clusters Score -11175.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11189.125000 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11189.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11201.920898 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11201.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11201.920898 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -11201.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 106 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 114 members 
Entering Unmasked Estep 
Score: -58210596.000000 Penalty: 52866.046875
Splitting cluster 70 changes total score from -58210968.000000 to -58210596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13161.273438 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13161.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13317.766602 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13317.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13363.225586 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13363.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13378.379883 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13378.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13392.815430 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13392.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13397.040039 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13397.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13400.165039 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13400.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13400.165039 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -13400.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 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 123 members 
Entering Unmasked Estep 
Score: -14193.747070 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14193.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14311.797852 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14341.192383 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14341.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14390.122070 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -14390.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14411.576172 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14411.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14416.845703 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14416.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14417.710938 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14417.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14417.710938 Penalty: 506.022034
	Iteration 7F: 3 clusters Score -14417.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6104.543457 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6104.543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6143.975098 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6143.975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6150.592285 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6150.592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6160.049316 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6160.049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6164.458008 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6164.458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6174.445312 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6174.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6174.445312 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -6174.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8163.096191 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8163.096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8266.499023 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8266.499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8311.215820 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8311.216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8340.590820 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -8340.591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8348.428711 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8348.429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8364.437500 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8364.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8364.887695 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8364.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8365.755859 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8365.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8367.091797 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8367.092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8367.091797 Penalty: 461.840820
	Iteration 9F: 3 clusters Score -8367.092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11073.047852 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11073.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11140.138672 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11140.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11161.290039 Penalty: 476.030884
	Iteration 2Q: 3 clusters Score -11161.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11167.044922 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -11167.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11173.460938 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11173.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11175.003906 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11175.003906 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -11175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23873.285156 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23873.29 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24017.712891 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24017.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24078.585938 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24078.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24126.386719 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -24126.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24163.123047 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -24163.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24179.316406 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24179.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24195.289062 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24195.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24200.736328 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24200.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24207.017578 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24207.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24217.833984 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24217.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24230.929688 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24230.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24238.353516 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24238.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -24244.035156 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24244.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24245.373047 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24245.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24246.550781 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24246.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24246.916016 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -24246.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24246.916016 Penalty: 549.446228
	Iteration 16F: 3 clusters Score -24246.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23280.406250 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23280.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23462.386719 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23462.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23510.945312 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23510.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23530.478516 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -23530.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23542.507812 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23542.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23548.138672 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23548.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23554.128906 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23554.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23558.351562 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23558.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23563.414062 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23563.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23572.187500 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23572.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23576.537109 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23576.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23580.861328 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23580.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23582.876953 Penalty: 542.919373
	Iteration 12F: 3 clusters Score -23582.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23587.917969 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23587.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23592.953125 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -23592.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23593.373047 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -23593.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23593.373047 Penalty: 542.919373
	Iteration 16F: 3 clusters Score -23593.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12377.236328 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12377.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12474.645508 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12474.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12532.662109 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12532.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12561.252930 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -12561.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12605.814453 Penalty: 483.501770
	Iteration 4F: 3 clusters Score -12605.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12635.308594 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12635.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12642.533203 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12642.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12642.533203 Penalty: 483.501770
	Iteration 7F: 3 clusters Score -12642.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4468.508301 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4468.508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4499.421387 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4499.421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4501.738770 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4501.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4501.738770 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -4501.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8768.479492 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8768.479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8873.343750 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8873.344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8898.273438 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8898.273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8914.944336 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -8914.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8922.050781 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8922.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8929.828125 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8929.828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8935.296875 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8935.297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8936.966797 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8936.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8937.211914 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -8937.212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8937.211914 Penalty: 493.268707
	Iteration 9F: 3 clusters Score -8937.212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5904.215820 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5904.216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5955.448730 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5955.449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6033.652832 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -6033.653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6050.564453 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6050.564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6107.056152 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6107.056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6121.914551 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -6121.915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6131.486328 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -6131.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6133.155273 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -6133.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6137.808594 Penalty: 422.639587
	Iteration 8Q: 3 clusters Score -6137.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6140.722168 Penalty: 422.639587
	Iteration 9Q: 3 clusters Score -6140.722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6140.722168 Penalty: 422.639587
	Iteration 10F: 3 clusters Score -6140.722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 36 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 68 members 
Entering Unmasked Estep 
Score: -58210540.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58210968.000000 to -58210540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14112.491211 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14112.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14224.444336 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14224.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14267.766602 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14267.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14298.801758 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -14298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14309.499023 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -14309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14315.034180 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14315.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14322.867188 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14322.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14335.049805 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14335.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14346.317383 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14346.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14350.320312 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -14350.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14350.320312 Penalty: 499.493347
	Iteration 10F: 3 clusters Score -14350.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4793.228516 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4793.229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4880.753418 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4880.753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4939.819336 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4939.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4987.454102 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4987.454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5009.026367 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -5009.026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5024.395996 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -5024.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5024.395996 Penalty: 408.465912
	Iteration 6F: 3 clusters Score -5024.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 53 members 
Mstep: Class 84 contains 36 members 
Entering Unmasked Estep 
Score: -58210524.000000 Penalty: 52866.046875
Splitting cluster 83 changes total score from -58210968.000000 to -58210524.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126199 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117964 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5625 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61374 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118951 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211008.000000 Penalty: 52236.687500
Iteration 359Q: 84 clusters Score -5.821101e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17467 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111666 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126187 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117968 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138595 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 149476 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 9910 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5555 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61373 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118794 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210992.000000 Penalty: 52236.687500
Iteration 360F: 84 clusters Score -5.821099e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111665 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126181 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117969 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138593 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 149856 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 9910 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2637 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61370 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118654 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210884.000000 Penalty: 52236.687500
Iteration 361Q: 84 clusters Score -5.821088e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 111662 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126172 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7448 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117981 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138593 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 150268 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 9911 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2636 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5470 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61362 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118516 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210888.000000 Penalty: 52236.687500
Iteration 362Q: 84 clusters Score -5.821089e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111664 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126161 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7306 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117988 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138591 members 
Mstep: Class 20 contains 11174 members 
Mstep: Class 21 contains 150673 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 9911 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2633 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6067 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5422 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61359 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118382 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211036.000000 Penalty: 52236.687500
Iteration 363Q: 84 clusters Score -5.821104e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17467 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111668 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126162 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 117988 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138587 members 
Mstep: Class 20 contains 11156 members 
Mstep: Class 21 contains 151023 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2629 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5363 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61357 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118295 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211024.000000 Penalty: 52236.687500
Iteration 364Q: 84 clusters Score -5.821102e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17468 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111668 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126158 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117987 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 11146 members 
Mstep: Class 21 contains 151348 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 9915 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5293 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61364 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118236 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211156.000000 Penalty: 52236.687500
Iteration 365Q: 84 clusters Score -5.821116e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111661 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126153 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117985 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138585 members 
Mstep: Class 20 contains 11143 members 
Mstep: Class 21 contains 151609 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 9918 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2625 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5239 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61373 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118211 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211248.000000 Penalty: 52236.687500
Iteration 366Q: 84 clusters Score -5.821125e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111658 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126145 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117991 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138581 members 
Mstep: Class 20 contains 11140 members 
Mstep: Class 21 contains 151841 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 9922 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5167 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61381 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118225 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211148.000000 Penalty: 52236.687500
Iteration 367Q: 84 clusters Score -5.821115e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 4603 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126134 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 117993 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138581 members 
Mstep: Class 20 contains 11145 members 
Mstep: Class 21 contains 152035 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2182 members 
Mstep: Class 25 contains 9925 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2618 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5111 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61381 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118228 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211224.000000 Penalty: 52236.687500
Iteration 368Q: 84 clusters Score -5.821122e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8780 members 
Mstep: Class 4 contains 111664 members 
Mstep: Class 5 contains 4607 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126122 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118000 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138573 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 21 contains 152244 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 9927 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5063 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61383 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118225 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211132.000000 Penalty: 52236.687500
Iteration 369Q: 84 clusters Score -5.821113e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111665 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126112 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118012 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138568 members 
Mstep: Class 20 contains 11122 members 
Mstep: Class 21 contains 152482 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2111 members 
Mstep: Class 25 contains 9928 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6070 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 5008 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61389 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118179 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211124.000000 Penalty: 52236.687500
Iteration 370Q: 84 clusters Score -5.821112e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8780 members 
Mstep: Class 4 contains 111665 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126105 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118023 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138561 members 
Mstep: Class 20 contains 11099 members 
Mstep: Class 21 contains 152658 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6071 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4969 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61391 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118170 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211252.000000 Penalty: 52236.687500
Iteration 371Q: 84 clusters Score -5.821125e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111674 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126100 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118030 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138552 members 
Mstep: Class 20 contains 11082 members 
Mstep: Class 21 contains 152797 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6071 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4926 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61390 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118163 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211112.000000 Penalty: 52236.687500
Iteration 372Q: 84 clusters Score -5.821111e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111682 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126092 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118024 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 11058 members 
Mstep: Class 21 contains 152949 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2610 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6072 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4882 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61391 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118138 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211232.000000 Penalty: 52236.687500
Iteration 373Q: 84 clusters Score -5.821123e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 111684 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126082 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118040 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138550 members 
Mstep: Class 20 contains 11037 members 
Mstep: Class 21 contains 153085 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6070 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4832 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61388 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118105 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211176.000000 Penalty: 52236.687500
Iteration 374Q: 84 clusters Score -5.821118e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111679 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126074 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118054 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138552 members 
Mstep: Class 20 contains 11012 members 
Mstep: Class 21 contains 153218 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4788 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61394 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118072 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211216.000000 Penalty: 52236.687500
Iteration 375Q: 84 clusters Score -5.821122e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8779 members 
Mstep: Class 4 contains 111680 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126065 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118063 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 10977 members 
Mstep: Class 21 contains 153384 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1963 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2625 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4752 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61399 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118006 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211200.000000 Penalty: 52236.687500
Iteration 376Q: 84 clusters Score -5.82112e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 111683 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126062 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118068 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 10943 members 
Mstep: Class 21 contains 153487 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4721 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61402 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 117978 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211088.000000 Penalty: 52236.687500
Iteration 377Q: 84 clusters Score -5.821109e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118078 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 153565 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1931 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4688 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61412 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 117991 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211208.000000 Penalty: 52236.687500
Iteration 378Q: 84 clusters Score -5.821121e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 111679 members 
Mstep: Class 5 contains 4672 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118093 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138543 members 
Mstep: Class 20 contains 10869 members 
Mstep: Class 21 contains 153628 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1915 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2630 members 
Mstep: Class 28 contains 3124 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 711 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4651 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61425 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118026 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211144.000000 Penalty: 52236.687500
Iteration 379Q: 84 clusters Score -5.821114e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 111679 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126034 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13338 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118100 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138538 members 
Mstep: Class 20 contains 10844 members 
Mstep: Class 21 contains 153676 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2630 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 710 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4607 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61434 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118087 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211148.000000 Penalty: 52236.687500
Iteration 380F: 84 clusters Score -5.821115e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 111676 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118105 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138540 members 
Mstep: Class 20 contains 10818 members 
Mstep: Class 21 contains 153721 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1879 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4561 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61443 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118133 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211228.000000 Penalty: 52236.687500
Iteration 381Q: 84 clusters Score -5.821123e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 111672 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 126014 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118116 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138543 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 153746 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1858 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4517 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61443 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118191 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211132.000000 Penalty: 52236.687500
Iteration 382Q: 84 clusters Score -5.821113e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 111674 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125996 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 13336 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 118121 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138546 members 
Mstep: Class 20 contains 10795 members 
Mstep: Class 21 contains 153789 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1842 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4473 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61450 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118239 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211060.000000 Penalty: 52236.687500
Iteration 383Q: 84 clusters Score -5.821106e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 111679 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125972 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72881 members 
Mstep: Class 15 contains 118124 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138546 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 153823 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6063 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4424 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61463 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118290 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58211092.000000 Penalty: 52236.687500
Iteration 384Q: 84 clusters Score -5.821109e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17472 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 111688 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125948 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118124 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138549 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 153840 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 9941 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4378 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61465 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118368 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210948.000000 Penalty: 52236.687500
Iteration 385Q: 84 clusters Score -5.821095e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125935 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118126 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138545 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 153776 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1797 members 
Mstep: Class 25 contains 9947 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2611 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6063 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4327 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61467 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118506 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210968.000000 Penalty: 52236.687500
Iteration 386Q: 84 clusters Score -5.821097e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 111699 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125920 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118127 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138541 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 153726 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 9949 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2613 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61471 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118621 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210924.000000 Penalty: 52236.687500
Iteration 387Q: 84 clusters Score -5.821092e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 111703 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125910 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118136 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138535 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 153668 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 9944 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2608 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4233 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61475 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118741 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210868.000000 Penalty: 52236.687500
Iteration 388Q: 84 clusters Score -5.821087e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 111700 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125902 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 13329 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118140 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138536 members 
Mstep: Class 20 contains 10772 members 
Mstep: Class 21 contains 153616 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4199 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61489 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118848 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210884.000000 Penalty: 52236.687500
Iteration 389Q: 84 clusters Score -5.821088e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17475 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 111694 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125884 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118148 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138535 members 
Mstep: Class 20 contains 10776 members 
Mstep: Class 21 contains 153563 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2591 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4153 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61507 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 118988 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210848.000000 Penalty: 52236.687500
Iteration 390Q: 84 clusters Score -5.821085e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 111689 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6089 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13323 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118142 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138530 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 153508 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 9940 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61528 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119126 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210868.000000 Penalty: 52236.687500
Iteration 391Q: 84 clusters Score -5.821087e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 111683 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125858 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13322 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118141 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138534 members 
Mstep: Class 20 contains 10778 members 
Mstep: Class 21 contains 153393 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 9940 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4073 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61539 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119299 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210808.000000 Penalty: 52236.687500
Iteration 392Q: 84 clusters Score -5.821081e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111676 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125838 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13322 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118136 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138539 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 153324 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1678 members 
Mstep: Class 25 contains 9939 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 4027 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61559 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119447 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210760.000000 Penalty: 52236.687500
Iteration 393Q: 84 clusters Score -5.821076e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111680 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125819 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13321 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118140 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138538 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 153268 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1663 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3979 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61571 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119572 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210824.000000 Penalty: 52236.687500
Iteration 394Q: 84 clusters Score -5.821082e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17479 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 111673 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125807 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 13321 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118147 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138544 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 153190 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1646 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3934 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61573 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119717 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210816.000000 Penalty: 52236.687500
Iteration 395Q: 84 clusters Score -5.821082e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 111677 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125792 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 13321 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118156 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138545 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 153131 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1629 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3899 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61571 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119831 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210796.000000 Penalty: 52236.687500
Iteration 396Q: 84 clusters Score -5.82108e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111678 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125775 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 153070 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3876 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61574 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 119942 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210768.000000 Penalty: 52236.687500
Iteration 397Q: 84 clusters Score -5.821077e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17481 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 111678 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125765 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118170 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138556 members 
Mstep: Class 20 contains 10784 members 
Mstep: Class 21 contains 153026 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1613 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3853 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61574 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120030 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210748.000000 Penalty: 52236.687500
Iteration 398Q: 84 clusters Score -5.821075e+07 nChanged 366
Entering ConstructFrom: 
Score: -58210748.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5322.227539 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5322.228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5371.084473 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5371.084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5375.072266 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -5375.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5378.396484 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5378.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5378.396484 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -5378.396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Entering Unmasked Estep 
Score: -1058729.250000 Penalty: 444.486176
	Iteration 0F: 2 clusters Score -1058729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1046963.187500 Penalty: 888.972351
	Iteration 0F: 3 clusters Score -1046963 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1052108.500000 Penalty: 888.972351
	Iteration 1F: 3 clusters Score -1052108 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1052551.125000 Penalty: 888.972351
	Iteration 2F: 3 clusters Score -1052551 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1053022.000000 Penalty: 888.972351
	Iteration 3F: 3 clusters Score -1053022 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1053520.625000 Penalty: 888.972351
	Iteration 4F: 3 clusters Score -1053521 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1053986.625000 Penalty: 888.972351
	Iteration 5F: 3 clusters Score -1053987 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1054369.750000 Penalty: 888.972351
	Iteration 6Q: 3 clusters Score -1054370 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1054734.500000 Penalty: 888.972351
	Iteration 7Q: 3 clusters Score -1054734 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1055027.500000 Penalty: 888.972351
	Iteration 8Q: 3 clusters Score -1055028 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1055238.250000 Penalty: 888.972351
	Iteration 9Q: 3 clusters Score -1055238 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1055421.375000 Penalty: 888.972351
	Iteration 10Q: 3 clusters Score -1055421 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1055540.500000 Penalty: 888.972351
	Iteration 11Q: 3 clusters Score -1055540 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1055612.375000 Penalty: 888.972351
	Iteration 12Q: 3 clusters Score -1055612 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1055664.500000 Penalty: 888.972351
	Iteration 13Q: 3 clusters Score -1055664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1055703.375000 Penalty: 888.972351
	Iteration 14Q: 3 clusters Score -1055703 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1055748.125000 Penalty: 888.972351
	Iteration 15Q: 3 clusters Score -1055748 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1055790.500000 Penalty: 888.972351
	Iteration 16Q: 3 clusters Score -1055790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1055834.875000 Penalty: 888.972351
	Iteration 17Q: 3 clusters Score -1055835 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1055876.375000 Penalty: 888.972351
	Iteration 18Q: 3 clusters Score -1055876 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1055932.375000 Penalty: 888.972351
	Iteration 19Q: 3 clusters Score -1055932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1055987.250000 Penalty: 888.972351
	Iteration 20F: 3 clusters Score -1055987 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1056033.375000 Penalty: 888.972351
	Iteration 21Q: 3 clusters Score -1056033 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1056080.750000 Penalty: 888.972351
	Iteration 22Q: 3 clusters Score -1056081 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1056141.250000 Penalty: 888.972351
	Iteration 23Q: 3 clusters Score -1056141 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1056225.750000 Penalty: 888.972351
	Iteration 24Q: 3 clusters Score -1056226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1056325.750000 Penalty: 888.972351
	Iteration 25Q: 3 clusters Score -1056326 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1056420.875000 Penalty: 888.972351
	Iteration 26Q: 3 clusters Score -1056421 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1056517.625000 Penalty: 888.972351
	Iteration 27Q: 3 clusters Score -1056518 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1056611.750000 Penalty: 888.972351
	Iteration 28Q: 3 clusters Score -1056612 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1056731.875000 Penalty: 888.972351
	Iteration 29Q: 3 clusters Score -1056732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1056859.250000 Penalty: 888.972351
	Iteration 30Q: 3 clusters Score -1056859 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1056982.000000 Penalty: 888.972351
	Iteration 31Q: 3 clusters Score -1056982 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1057085.250000 Penalty: 888.972351
	Iteration 32Q: 3 clusters Score -1057085 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1057180.375000 Penalty: 888.972351
	Iteration 33Q: 3 clusters Score -1057180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1057277.375000 Penalty: 888.972351
	Iteration 34Q: 3 clusters Score -1057277 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1057370.625000 Penalty: 888.972351
	Iteration 35Q: 3 clusters Score -1057371 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1057442.875000 Penalty: 888.972351
	Iteration 36Q: 3 clusters Score -1057443 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1057498.375000 Penalty: 888.972351
	Iteration 37Q: 3 clusters Score -1057498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1057552.750000 Penalty: 888.972351
	Iteration 38Q: 3 clusters Score -1057553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1057614.875000 Penalty: 888.972351
	Iteration 39Q: 3 clusters Score -1057615 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1057673.750000 Penalty: 888.972351
	Iteration 40F: 3 clusters Score -1057674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1057736.500000 Penalty: 888.972351
	Iteration 41Q: 3 clusters Score -1057736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1057798.500000 Penalty: 888.972351
	Iteration 42Q: 3 clusters Score -1057798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1057868.125000 Penalty: 888.972351
	Iteration 43Q: 3 clusters Score -1057868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1057924.875000 Penalty: 888.972351
	Iteration 44Q: 3 clusters Score -1057925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1057971.875000 Penalty: 888.972351
	Iteration 45Q: 3 clusters Score -1057972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1058004.625000 Penalty: 888.972351
	Iteration 46Q: 3 clusters Score -1058005 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1058036.000000 Penalty: 888.972351
	Iteration 47Q: 3 clusters Score -1058036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1058056.000000 Penalty: 888.972351
	Iteration 48Q: 3 clusters Score -1058056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1058081.875000 Penalty: 888.972351
	Iteration 49Q: 3 clusters Score -1058082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1058105.625000 Penalty: 888.972351
	Iteration 50Q: 3 clusters Score -1058106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1058124.625000 Penalty: 888.972351
	Iteration 51Q: 3 clusters Score -1058125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1058147.000000 Penalty: 888.972351
	Iteration 52Q: 3 clusters Score -1058147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1058169.125000 Penalty: 888.972351
	Iteration 53Q: 3 clusters Score -1058169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1058201.625000 Penalty: 888.972351
	Iteration 54Q: 3 clusters Score -1058202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1058228.875000 Penalty: 888.972351
	Iteration 55Q: 3 clusters Score -1058229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1058254.500000 Penalty: 888.972351
	Iteration 56Q: 3 clusters Score -1058254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1058281.000000 Penalty: 888.972351
	Iteration 57Q: 3 clusters Score -1058281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1058305.375000 Penalty: 888.972351
	Iteration 58Q: 3 clusters Score -1058305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1058326.250000 Penalty: 888.972351
	Iteration 59Q: 3 clusters Score -1058326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1058350.500000 Penalty: 888.972351
	Iteration 60F: 3 clusters Score -1058350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1058365.875000 Penalty: 888.972351
	Iteration 61Q: 3 clusters Score -1058366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1058382.250000 Penalty: 888.972351
	Iteration 62Q: 3 clusters Score -1058382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1058389.750000 Penalty: 888.972351
	Iteration 63Q: 3 clusters Score -1058390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1058397.000000 Penalty: 888.972351
	Iteration 64Q: 3 clusters Score -1058397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1058397.875000 Penalty: 888.972351
	Iteration 65Q: 3 clusters Score -1058398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1058405.125000 Penalty: 888.972351
	Iteration 66Q: 3 clusters Score -1058405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1058410.250000 Penalty: 888.972351
	Iteration 67Q: 3 clusters Score -1058410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1058413.500000 Penalty: 888.972351
	Iteration 68Q: 3 clusters Score -1058414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1058418.125000 Penalty: 888.972351
	Iteration 69Q: 3 clusters Score -1058418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1058422.375000 Penalty: 888.972351
	Iteration 70Q: 3 clusters Score -1058422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1058421.750000 Penalty: 888.972351
	Iteration 71Q: 3 clusters Score -1058422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1058423.625000 Penalty: 888.972351
	Iteration 72Q: 3 clusters Score -1058424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1058426.875000 Penalty: 888.972351
	Iteration 73Q: 3 clusters Score -1058427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1058429.000000 Penalty: 888.972351
	Iteration 74Q: 3 clusters Score -1058429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1058430.875000 Penalty: 888.972351
	Iteration 75Q: 3 clusters Score -1058431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1058434.125000 Penalty: 888.972351
	Iteration 76Q: 3 clusters Score -1058434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1058438.500000 Penalty: 888.972351
	Iteration 77Q: 3 clusters Score -1058438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1058440.125000 Penalty: 888.972351
	Iteration 78Q: 3 clusters Score -1058440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1058442.000000 Penalty: 888.972351
	Iteration 79Q: 3 clusters Score -1058442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1058446.750000 Penalty: 888.972351
	Iteration 80F: 3 clusters Score -1058447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1058453.625000 Penalty: 888.972351
	Iteration 81Q: 3 clusters Score -1058454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1058464.000000 Penalty: 888.972351
	Iteration 82Q: 3 clusters Score -1058464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1058469.000000 Penalty: 888.972351
	Iteration 83Q: 3 clusters Score -1058469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1058472.500000 Penalty: 888.972351
	Iteration 84Q: 3 clusters Score -1058472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1058476.625000 Penalty: 888.972351
	Iteration 85Q: 3 clusters Score -1058477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1058478.500000 Penalty: 888.972351
	Iteration 86Q: 3 clusters Score -1058478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1058480.000000 Penalty: 888.972351
	Iteration 87Q: 3 clusters Score -1058480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1058482.250000 Penalty: 888.972351
	Iteration 88Q: 3 clusters Score -1058482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1058483.625000 Penalty: 888.972351
	Iteration 89Q: 3 clusters Score -1058484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1058485.750000 Penalty: 888.972351
	Iteration 90Q: 3 clusters Score -1058486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1058485.750000 Penalty: 888.972351
	Iteration 91Q: 3 clusters Score -1058486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1058487.000000 Penalty: 888.972351
	Iteration 92Q: 3 clusters Score -1058487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1058486.125000 Penalty: 888.972351
	Iteration 93Q: 3 clusters Score -1058486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1058486.125000 Penalty: 888.972351
	Iteration 94F: 3 clusters Score -1058486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -531376.937500 Penalty: 413.212677
	Iteration 0F: 2 clusters Score -531376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -525502.437500 Penalty: 826.425354
	Iteration 0F: 3 clusters Score -525502.4 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -527763.000000 Penalty: 826.425354
	Iteration 1F: 3 clusters Score -527763 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -527944.687500 Penalty: 826.425354
	Iteration 2F: 3 clusters Score -527944.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -528129.312500 Penalty: 826.425354
	Iteration 3Q: 3 clusters Score -528129.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -528369.437500 Penalty: 826.425354
	Iteration 4F: 3 clusters Score -528369.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -528699.125000 Penalty: 826.425354
	Iteration 5F: 3 clusters Score -528699.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -529113.812500 Penalty: 826.425354
	Iteration 6F: 3 clusters Score -529113.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -529553.625000 Penalty: 826.425354
	Iteration 7F: 3 clusters Score -529553.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -529888.187500 Penalty: 826.425354
	Iteration 8F: 3 clusters Score -529888.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -530094.562500 Penalty: 826.425354
	Iteration 9Q: 3 clusters Score -530094.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -530222.875000 Penalty: 826.425354
	Iteration 10Q: 3 clusters Score -530222.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -530314.937500 Penalty: 826.425354
	Iteration 11Q: 3 clusters Score -530314.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -530385.500000 Penalty: 826.425354
	Iteration 12Q: 3 clusters Score -530385.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -530439.250000 Penalty: 826.425354
	Iteration 13Q: 3 clusters Score -530439.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -530497.875000 Penalty: 826.425354
	Iteration 14Q: 3 clusters Score -530497.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -530554.812500 Penalty: 826.425354
	Iteration 15Q: 3 clusters Score -530554.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -530611.125000 Penalty: 826.425354
	Iteration 16Q: 3 clusters Score -530611.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -530655.687500 Penalty: 826.425354
	Iteration 17Q: 3 clusters Score -530655.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -530695.250000 Penalty: 826.425354
	Iteration 18Q: 3 clusters Score -530695.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -530729.000000 Penalty: 826.425354
	Iteration 19Q: 3 clusters Score -530729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -530756.875000 Penalty: 826.425354
	Iteration 20F: 3 clusters Score -530756.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -530776.437500 Penalty: 826.425354
	Iteration 21Q: 3 clusters Score -530776.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -530793.500000 Penalty: 826.425354
	Iteration 22Q: 3 clusters Score -530793.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -530809.750000 Penalty: 826.425354
	Iteration 23Q: 3 clusters Score -530809.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -530817.687500 Penalty: 826.425354
	Iteration 24Q: 3 clusters Score -530817.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -530823.625000 Penalty: 826.425354
	Iteration 25Q: 3 clusters Score -530823.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -530830.812500 Penalty: 826.425354
	Iteration 26Q: 3 clusters Score -530830.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -530833.750000 Penalty: 826.425354
	Iteration 27Q: 3 clusters Score -530833.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -530835.687500 Penalty: 826.425354
	Iteration 28Q: 3 clusters Score -530835.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -530837.937500 Penalty: 826.425354
	Iteration 29Q: 3 clusters Score -530837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -530840.750000 Penalty: 826.425354
	Iteration 30Q: 3 clusters Score -530840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -530842.750000 Penalty: 826.425354
	Iteration 31Q: 3 clusters Score -530842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -530844.562500 Penalty: 826.425354
	Iteration 32Q: 3 clusters Score -530844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -530845.625000 Penalty: 826.425354
	Iteration 33Q: 3 clusters Score -530845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -530845.500000 Penalty: 826.425354
	Iteration 34Q: 3 clusters Score -530845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -530847.125000 Penalty: 826.425354
	Iteration 35Q: 3 clusters Score -530847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -530847.750000 Penalty: 826.425354
	Iteration 36Q: 3 clusters Score -530847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -530848.312500 Penalty: 826.425354
	Iteration 37Q: 3 clusters Score -530848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -530849.562500 Penalty: 826.425354
	Iteration 38Q: 3 clusters Score -530849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -530849.000000 Penalty: 826.425354
	Iteration 39Q: 3 clusters Score -530849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -530849.562500 Penalty: 826.425354
	Iteration 40F: 3 clusters Score -530849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -530849.000000 Penalty: 826.425354
	Iteration 41Q: 3 clusters Score -530849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -530848.875000 Penalty: 826.425354
	Iteration 42Q: 3 clusters Score -530848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -530848.687500 Penalty: 826.425354
	Iteration 43Q: 3 clusters Score -530848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -530848.875000 Penalty: 826.425354
	Iteration 44Q: 3 clusters Score -530848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -530849.437500 Penalty: 826.425354
	Iteration 45Q: 3 clusters Score -530849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -530849.375000 Penalty: 826.425354
	Iteration 46Q: 3 clusters Score -530849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -530849.000000 Penalty: 826.425354
	Iteration 47Q: 3 clusters Score -530849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -530849.500000 Penalty: 826.425354
	Iteration 48Q: 3 clusters Score -530849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -530849.500000 Penalty: 826.425354
	Iteration 49F: 3 clusters Score -530849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Entering Unmasked Estep 
Score: -6727662.000000 Penalty: 528.864746
	Iteration 0F: 2 clusters Score -6727662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -6654029.000000 Penalty: 1057.729492
	Iteration 0F: 3 clusters Score -6654029 nChanged 54609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -6686714.500000 Penalty: 1057.729492
	Iteration 1F: 3 clusters Score -6686714 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -6688198.500000 Penalty: 1057.729492
	Iteration 2Q: 3 clusters Score -6688198 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -6690756.500000 Penalty: 1057.729492
	Iteration 3Q: 3 clusters Score -6690756 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -6695487.500000 Penalty: 1057.729492
	Iteration 4F: 3 clusters Score -6695488 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -6703202.000000 Penalty: 1057.729492
	Iteration 5F: 3 clusters Score -6703202 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -6712273.500000 Penalty: 1057.729492
	Iteration 6F: 3 clusters Score -6712274 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -6719468.500000 Penalty: 1057.729492
	Iteration 7F: 3 clusters Score -6719468 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -6723674.000000 Penalty: 1057.729492
	Iteration 8Q: 3 clusters Score -6723674 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -6725704.500000 Penalty: 1057.729492
	Iteration 9Q: 3 clusters Score -6725704 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -6726537.000000 Penalty: 1057.729492
	Iteration 10Q: 3 clusters Score -6726537 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -6727056.500000 Penalty: 1057.729492
	Iteration 11Q: 3 clusters Score -6727056 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -6727354.500000 Penalty: 1057.729492
	Iteration 12Q: 3 clusters Score -6727354 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -6727585.000000 Penalty: 1057.729492
	Iteration 13Q: 3 clusters Score -6727585 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -6727641.000000 Penalty: 1057.729492
	Iteration 14Q: 3 clusters Score -6727641 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 109618 members 
Entering Unmasked Estep 
Score: -6727687.500000 Penalty: 1057.729492
	Iteration 15Q: 3 clusters Score -6727688 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -6727678.000000 Penalty: 1057.729492
	Iteration 16Q: 3 clusters Score -6727678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -6727623.000000 Penalty: 1057.729492
	Iteration 17Q: 3 clusters Score -6727623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -6727611.000000 Penalty: 1057.729492
	Iteration 18Q: 3 clusters Score -6727611 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
Score: -6727618.000000 Penalty: 1057.729492
	Iteration 19Q: 3 clusters Score -6727618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -6727592.500000 Penalty: 1057.729492
	Iteration 20F: 3 clusters Score -6727592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -6727582.500000 Penalty: 1057.729492
	Iteration 21Q: 3 clusters Score -6727582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -6727558.500000 Penalty: 1057.729492
	Iteration 22Q: 3 clusters Score -6727558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -6727549.500000 Penalty: 1057.729492
	Iteration 23Q: 3 clusters Score -6727550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -6727541.000000 Penalty: 1057.729492
	Iteration 24Q: 3 clusters Score -6727541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -6727530.500000 Penalty: 1057.729492
	Iteration 25Q: 3 clusters Score -6727530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -6727504.000000 Penalty: 1057.729492
	Iteration 26Q: 3 clusters Score -6727504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -6727485.000000 Penalty: 1057.729492
	Iteration 27Q: 3 clusters Score -6727485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -6727471.500000 Penalty: 1057.729492
	Iteration 28Q: 3 clusters Score -6727472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -6727469.500000 Penalty: 1057.729492
	Iteration 29Q: 3 clusters Score -6727470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -6727469.000000 Penalty: 1057.729492
	Iteration 30Q: 3 clusters Score -6727469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -6727466.000000 Penalty: 1057.729492
	Iteration 31Q: 3 clusters Score -6727466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -6727462.000000 Penalty: 1057.729492
	Iteration 32Q: 3 clusters Score -6727462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -6727458.500000 Penalty: 1057.729492
	Iteration 33Q: 3 clusters Score -6727458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -6727457.000000 Penalty: 1057.729492
	Iteration 34Q: 3 clusters Score -6727457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -6727453.500000 Penalty: 1057.729492
	Iteration 35Q: 3 clusters Score -6727454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 111247 members 
Entering Unmasked Estep 
Score: -6727450.000000 Penalty: 1057.729492
	Iteration 36Q: 3 clusters Score -6727450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -6727451.500000 Penalty: 1057.729492
	Iteration 37Q: 3 clusters Score -6727452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -6727454.500000 Penalty: 1057.729492
	Iteration 38Q: 3 clusters Score -6727454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -6727454.500000 Penalty: 1057.729492
	Iteration 39F: 3 clusters Score -6727454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -276888.593750 Penalty: 384.803986
	Iteration 0F: 2 clusters Score -276888.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -273706.406250 Penalty: 769.607971
	Iteration 0F: 3 clusters Score -273706.4 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -274836.968750 Penalty: 769.607971
	Iteration 1F: 3 clusters Score -274837 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -274959.093750 Penalty: 769.607971
	Iteration 2F: 3 clusters Score -274959.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -275088.687500 Penalty: 769.607971
	Iteration 3F: 3 clusters Score -275088.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -275260.156250 Penalty: 769.607971
	Iteration 4F: 3 clusters Score -275260.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -275470.406250 Penalty: 769.607971
	Iteration 5F: 3 clusters Score -275470.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -275709.031250 Penalty: 769.607971
	Iteration 6F: 3 clusters Score -275709 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -275958.843750 Penalty: 769.607971
	Iteration 7F: 3 clusters Score -275958.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -276114.125000 Penalty: 769.607971
	Iteration 8Q: 3 clusters Score -276114.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -276220.125000 Penalty: 769.607971
	Iteration 9Q: 3 clusters Score -276220.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -276293.281250 Penalty: 769.607971
	Iteration 10Q: 3 clusters Score -276293.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -276345.000000 Penalty: 769.607971
	Iteration 11Q: 3 clusters Score -276345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -276379.031250 Penalty: 769.607971
	Iteration 12Q: 3 clusters Score -276379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -276409.343750 Penalty: 769.607971
	Iteration 13Q: 3 clusters Score -276409.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -276431.250000 Penalty: 769.607971
	Iteration 14Q: 3 clusters Score -276431.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -276447.031250 Penalty: 769.607971
	Iteration 15Q: 3 clusters Score -276447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -276463.875000 Penalty: 769.607971
	Iteration 16Q: 3 clusters Score -276463.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -276479.937500 Penalty: 769.607971
	Iteration 17Q: 3 clusters Score -276479.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -276495.000000 Penalty: 769.607971
	Iteration 18Q: 3 clusters Score -276495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -276508.406250 Penalty: 769.607971
	Iteration 19Q: 3 clusters Score -276508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -276518.187500 Penalty: 769.607971
	Iteration 20F: 3 clusters Score -276518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -276527.375000 Penalty: 769.607971
	Iteration 21Q: 3 clusters Score -276527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -276535.718750 Penalty: 769.607971
	Iteration 22Q: 3 clusters Score -276535.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -276543.500000 Penalty: 769.607971
	Iteration 23Q: 3 clusters Score -276543.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -276550.562500 Penalty: 769.607971
	Iteration 24Q: 3 clusters Score -276550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -276558.906250 Penalty: 769.607971
	Iteration 25Q: 3 clusters Score -276558.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -276564.187500 Penalty: 769.607971
	Iteration 26Q: 3 clusters Score -276564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -276566.875000 Penalty: 769.607971
	Iteration 27Q: 3 clusters Score -276566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -276569.187500 Penalty: 769.607971
	Iteration 28Q: 3 clusters Score -276569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -276574.312500 Penalty: 769.607971
	Iteration 29Q: 3 clusters Score -276574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -276576.656250 Penalty: 769.607971
	Iteration 30Q: 3 clusters Score -276576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -276577.093750 Penalty: 769.607971
	Iteration 31Q: 3 clusters Score -276577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -276577.093750 Penalty: 769.607971
	Iteration 32F: 3 clusters Score -276577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -46153.675781 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46153.68 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46370.445312 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46370.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46480.953125 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46480.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46563.023438 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46563.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46626.949219 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -46626.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46672.246094 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46672.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46702.816406 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46702.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46727.808594 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46727.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46739.757812 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46739.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46745.066406 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46745.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46748.117188 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46748.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46748.933594 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46748.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46750.132812 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46750.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46750.710938 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46750.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46751.046875 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46751.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46751.046875 Penalty: 605.995789
	Iteration 15F: 3 clusters Score -46751.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6912.731445 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6912.731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7059.504395 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7059.504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7124.401855 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7124.402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7172.453613 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7172.454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7202.393066 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7202.393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7221.501953 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7221.502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7243.796387 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7243.796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7254.485840 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7254.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7257.937500 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7257.938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7260.927246 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7260.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7262.949219 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7262.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7263.724609 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -7263.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7263.724609 Penalty: 531.762573
	Iteration 12F: 3 clusters Score -7263.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Entering Unmasked Estep 
Score: -7405399.500000 Penalty: 534.263000
	Iteration 0F: 2 clusters Score -7405400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -7321266.000000 Penalty: 1068.526001
	Iteration 0F: 3 clusters Score -7321266 nChanged 61424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -7360353.500000 Penalty: 1068.526001
	Iteration 1F: 3 clusters Score -7360354 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -7362889.500000 Penalty: 1068.526001
	Iteration 2Q: 3 clusters Score -7362890 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -7366361.000000 Penalty: 1068.526001
	Iteration 3F: 3 clusters Score -7366361 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -7371273.000000 Penalty: 1068.526001
	Iteration 4F: 3 clusters Score -7371273 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -7377183.000000 Penalty: 1068.526001
	Iteration 5F: 3 clusters Score -7377183 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -7382413.000000 Penalty: 1068.526001
	Iteration 6F: 3 clusters Score -7382413 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -7385197.000000 Penalty: 1068.526001
	Iteration 7Q: 3 clusters Score -7385197 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -7386337.000000 Penalty: 1068.526001
	Iteration 8Q: 3 clusters Score -7386337 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -7386867.500000 Penalty: 1068.526001
	Iteration 9Q: 3 clusters Score -7386868 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -7387290.500000 Penalty: 1068.526001
	Iteration 10Q: 3 clusters Score -7387290 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7387661.000000 Penalty: 1068.526001
	Iteration 11Q: 3 clusters Score -7387661 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7387973.500000 Penalty: 1068.526001
	Iteration 12Q: 3 clusters Score -7387974 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -7388364.000000 Penalty: 1068.526001
	Iteration 13Q: 3 clusters Score -7388364 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7388712.000000 Penalty: 1068.526001
	Iteration 14Q: 3 clusters Score -7388712 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -7389081.500000 Penalty: 1068.526001
	Iteration 15Q: 3 clusters Score -7389082 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -7389489.500000 Penalty: 1068.526001
	Iteration 16Q: 3 clusters Score -7389490 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -7389827.000000 Penalty: 1068.526001
	Iteration 17Q: 3 clusters Score -7389827 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -7390218.500000 Penalty: 1068.526001
	Iteration 18Q: 3 clusters Score -7390218 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -7390527.500000 Penalty: 1068.526001
	Iteration 19Q: 3 clusters Score -7390528 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -7390837.000000 Penalty: 1068.526001
	Iteration 20F: 3 clusters Score -7390837 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -7391188.500000 Penalty: 1068.526001
	Iteration 21Q: 3 clusters Score -7391188 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -7391610.000000 Penalty: 1068.526001
	Iteration 22Q: 3 clusters Score -7391610 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -7392049.000000 Penalty: 1068.526001
	Iteration 23Q: 3 clusters Score -7392049 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7392418.500000 Penalty: 1068.526001
	Iteration 24Q: 3 clusters Score -7392418 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -7392896.500000 Penalty: 1068.526001
	Iteration 25Q: 3 clusters Score -7392896 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -7393342.500000 Penalty: 1068.526001
	Iteration 26Q: 3 clusters Score -7393342 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -7393732.500000 Penalty: 1068.526001
	Iteration 27Q: 3 clusters Score -7393732 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -7394149.500000 Penalty: 1068.526001
	Iteration 28Q: 3 clusters Score -7394150 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -7394683.000000 Penalty: 1068.526001
	Iteration 29Q: 3 clusters Score -7394683 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95310 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7395283.000000 Penalty: 1068.526001
	Iteration 30Q: 3 clusters Score -7395283 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7396023.500000 Penalty: 1068.526001
	Iteration 31Q: 3 clusters Score -7396024 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98995 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -7396657.500000 Penalty: 1068.526001
	Iteration 32Q: 3 clusters Score -7396658 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -7397316.000000 Penalty: 1068.526001
	Iteration 33Q: 3 clusters Score -7397316 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7397820.000000 Penalty: 1068.526001
	Iteration 34Q: 3 clusters Score -7397820 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -7398381.000000 Penalty: 1068.526001
	Iteration 35Q: 3 clusters Score -7398381 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -7398939.000000 Penalty: 1068.526001
	Iteration 36Q: 3 clusters Score -7398939 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107504 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -7399500.500000 Penalty: 1068.526001
	Iteration 37Q: 3 clusters Score -7399500 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -7400067.500000 Penalty: 1068.526001
	Iteration 38Q: 3 clusters Score -7400068 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -7400555.500000 Penalty: 1068.526001
	Iteration 39Q: 3 clusters Score -7400556 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112362 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -7401116.500000 Penalty: 1068.526001
	Iteration 40F: 3 clusters Score -7401116 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -7401730.000000 Penalty: 1068.526001
	Iteration 41Q: 3 clusters Score -7401730 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115372 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7402304.000000 Penalty: 1068.526001
	Iteration 42Q: 3 clusters Score -7402304 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -7402737.000000 Penalty: 1068.526001
	Iteration 43Q: 3 clusters Score -7402737 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -7403120.000000 Penalty: 1068.526001
	Iteration 44Q: 3 clusters Score -7403120 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7403521.500000 Penalty: 1068.526001
	Iteration 45Q: 3 clusters Score -7403522 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -7403937.500000 Penalty: 1068.526001
	Iteration 46Q: 3 clusters Score -7403938 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7404249.000000 Penalty: 1068.526001
	Iteration 47Q: 3 clusters Score -7404249 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121528 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -7404495.500000 Penalty: 1068.526001
	Iteration 48Q: 3 clusters Score -7404496 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7404704.500000 Penalty: 1068.526001
	Iteration 49Q: 3 clusters Score -7404704 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122641 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7404863.000000 Penalty: 1068.526001
	Iteration 50Q: 3 clusters Score -7404863 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123062 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7404970.000000 Penalty: 1068.526001
	Iteration 51Q: 3 clusters Score -7404970 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7405076.500000 Penalty: 1068.526001
	Iteration 52Q: 3 clusters Score -7405076 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7405145.000000 Penalty: 1068.526001
	Iteration 53Q: 3 clusters Score -7405145 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7405171.000000 Penalty: 1068.526001
	Iteration 54Q: 3 clusters Score -7405171 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7405174.500000 Penalty: 1068.526001
	Iteration 55Q: 3 clusters Score -7405174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7405221.500000 Penalty: 1068.526001
	Iteration 56Q: 3 clusters Score -7405222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7405265.500000 Penalty: 1068.526001
	Iteration 57Q: 3 clusters Score -7405266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7405280.000000 Penalty: 1068.526001
	Iteration 58Q: 3 clusters Score -7405280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7405276.000000 Penalty: 1068.526001
	Iteration 59Q: 3 clusters Score -7405276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124583 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7405290.500000 Penalty: 1068.526001
	Iteration 60F: 3 clusters Score -7405290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124631 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7405294.500000 Penalty: 1068.526001
	Iteration 61Q: 3 clusters Score -7405294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7405320.000000 Penalty: 1068.526001
	Iteration 62Q: 3 clusters Score -7405320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7405308.500000 Penalty: 1068.526001
	Iteration 63Q: 3 clusters Score -7405308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7405318.500000 Penalty: 1068.526001
	Iteration 64Q: 3 clusters Score -7405318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7405322.500000 Penalty: 1068.526001
	Iteration 65Q: 3 clusters Score -7405322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7405323.500000 Penalty: 1068.526001
	Iteration 66Q: 3 clusters Score -7405324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7405312.500000 Penalty: 1068.526001
	Iteration 67Q: 3 clusters Score -7405312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7405307.500000 Penalty: 1068.526001
	Iteration 68Q: 3 clusters Score -7405308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7405317.000000 Penalty: 1068.526001
	Iteration 69Q: 3 clusters Score -7405317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7405320.500000 Penalty: 1068.526001
	Iteration 70Q: 3 clusters Score -7405320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7405312.000000 Penalty: 1068.526001
	Iteration 71Q: 3 clusters Score -7405312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7405313.500000 Penalty: 1068.526001
	Iteration 72Q: 3 clusters Score -7405314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7405315.000000 Penalty: 1068.526001
	Iteration 73Q: 3 clusters Score -7405315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7405316.500000 Penalty: 1068.526001
	Iteration 74Q: 3 clusters Score -7405316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7405314.000000 Penalty: 1068.526001
	Iteration 75Q: 3 clusters Score -7405314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7405314.000000 Penalty: 1068.526001
	Iteration 76F: 3 clusters Score -7405314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 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 231 members 
Entering Unmasked Estep 
Score: -24489.853516 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24489.85 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24696.107422 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24696.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24877.371094 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24877.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24987.849609 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24987.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25022.808594 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -25022.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25032.992188 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25032.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25037.228516 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25037.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25038.894531 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25038.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25038.894531 Penalty: 552.647095
	Iteration 8F: 3 clusters Score -25038.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 122 members 
Entering Unmasked Estep 
Score: -58210476.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58210748.000000 to -58210476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22172.177734 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22172.18 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22341.140625 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22341.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22435.806641 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22435.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22465.560547 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22465.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22477.826172 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22477.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22482.761719 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22482.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22482.761719 Penalty: 541.745117
	Iteration 6F: 3 clusters Score -22482.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -363570.656250 Penalty: 395.888580
	Iteration 0F: 2 clusters Score -363570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -359530.437500 Penalty: 791.777161
	Iteration 0F: 3 clusters Score -359530.4 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -361076.625000 Penalty: 791.777161
	Iteration 1F: 3 clusters Score -361076.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -361230.187500 Penalty: 791.777161
	Iteration 2F: 3 clusters Score -361230.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -361432.468750 Penalty: 791.777161
	Iteration 3F: 3 clusters Score -361432.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -361695.187500 Penalty: 791.777161
	Iteration 4F: 3 clusters Score -361695.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -362014.718750 Penalty: 791.777161
	Iteration 5F: 3 clusters Score -362014.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -362388.843750 Penalty: 791.777161
	Iteration 6F: 3 clusters Score -362388.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -362727.875000 Penalty: 791.777161
	Iteration 7F: 3 clusters Score -362727.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -362948.968750 Penalty: 791.777161
	Iteration 8Q: 3 clusters Score -362949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -363083.375000 Penalty: 791.777161
	Iteration 9Q: 3 clusters Score -363083.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -363162.406250 Penalty: 791.777161
	Iteration 10Q: 3 clusters Score -363162.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -363195.156250 Penalty: 791.777161
	Iteration 11Q: 3 clusters Score -363195.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -363222.187500 Penalty: 791.777161
	Iteration 12Q: 3 clusters Score -363222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -363228.312500 Penalty: 791.777161
	Iteration 13Q: 3 clusters Score -363228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -363243.875000 Penalty: 791.777161
	Iteration 14Q: 3 clusters Score -363243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -363243.875000 Penalty: 791.777161
	Iteration 15F: 3 clusters Score -363243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -188606.671875 Penalty: 366.118011
	Iteration 0F: 2 clusters Score -188606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -186410.218750 Penalty: 732.236023
	Iteration 0F: 3 clusters Score -186410.2 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -187236.796875 Penalty: 732.236023
	Iteration 1F: 3 clusters Score -187236.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -187384.578125 Penalty: 732.236023
	Iteration 2F: 3 clusters Score -187384.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -187527.156250 Penalty: 732.236023
	Iteration 3F: 3 clusters Score -187527.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -187668.546875 Penalty: 732.236023
	Iteration 4F: 3 clusters Score -187668.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -187848.546875 Penalty: 732.236023
	Iteration 5F: 3 clusters Score -187848.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -188004.796875 Penalty: 732.236023
	Iteration 6F: 3 clusters Score -188004.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -188096.531250 Penalty: 732.236023
	Iteration 7Q: 3 clusters Score -188096.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -188151.546875 Penalty: 732.236023
	Iteration 8Q: 3 clusters Score -188151.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -188197.218750 Penalty: 732.236023
	Iteration 9Q: 3 clusters Score -188197.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -188228.250000 Penalty: 732.236023
	Iteration 10Q: 3 clusters Score -188228.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -188245.406250 Penalty: 732.236023
	Iteration 11Q: 3 clusters Score -188245.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -188260.984375 Penalty: 732.236023
	Iteration 12Q: 3 clusters Score -188261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -188275.375000 Penalty: 732.236023
	Iteration 13Q: 3 clusters Score -188275.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -188286.515625 Penalty: 732.236023
	Iteration 14Q: 3 clusters Score -188286.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -188300.828125 Penalty: 732.236023
	Iteration 15Q: 3 clusters Score -188300.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -188314.250000 Penalty: 732.236023
	Iteration 16Q: 3 clusters Score -188314.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -188325.515625 Penalty: 732.236023
	Iteration 17Q: 3 clusters Score -188325.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -188334.875000 Penalty: 732.236023
	Iteration 18Q: 3 clusters Score -188334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -188340.015625 Penalty: 732.236023
	Iteration 19Q: 3 clusters Score -188340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -188344.265625 Penalty: 732.236023
	Iteration 20F: 3 clusters Score -188344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -188347.875000 Penalty: 732.236023
	Iteration 21Q: 3 clusters Score -188347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -188350.140625 Penalty: 732.236023
	Iteration 22Q: 3 clusters Score -188350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -188354.640625 Penalty: 732.236023
	Iteration 23Q: 3 clusters Score -188354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -188360.000000 Penalty: 732.236023
	Iteration 24Q: 3 clusters Score -188360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -188362.734375 Penalty: 732.236023
	Iteration 25Q: 3 clusters Score -188362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -188366.015625 Penalty: 732.236023
	Iteration 26Q: 3 clusters Score -188366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -188368.015625 Penalty: 732.236023
	Iteration 27Q: 3 clusters Score -188368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -188370.171875 Penalty: 732.236023
	Iteration 28Q: 3 clusters Score -188370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -188371.625000 Penalty: 732.236023
	Iteration 29Q: 3 clusters Score -188371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -188373.140625 Penalty: 732.236023
	Iteration 30Q: 3 clusters Score -188373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -188374.828125 Penalty: 732.236023
	Iteration 31Q: 3 clusters Score -188374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -188376.015625 Penalty: 732.236023
	Iteration 32Q: 3 clusters Score -188376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -188376.187500 Penalty: 732.236023
	Iteration 33Q: 3 clusters Score -188376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -188376.796875 Penalty: 732.236023
	Iteration 34Q: 3 clusters Score -188376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -188377.234375 Penalty: 732.236023
	Iteration 35Q: 3 clusters Score -188377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -188377.921875 Penalty: 732.236023
	Iteration 36Q: 3 clusters Score -188377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -188378.171875 Penalty: 732.236023
	Iteration 37Q: 3 clusters Score -188378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -188378.046875 Penalty: 732.236023
	Iteration 38Q: 3 clusters Score -188378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -188378.203125 Penalty: 732.236023
	Iteration 39Q: 3 clusters Score -188378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -188378.203125 Penalty: 732.236023
	Iteration 40F: 3 clusters Score -188378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -799501.125000 Penalty: 432.100830
	Iteration 0F: 2 clusters Score -799501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -790751.812500 Penalty: 864.201660
	Iteration 0F: 3 clusters Score -790751.8 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -794828.812500 Penalty: 864.201660
	Iteration 1F: 3 clusters Score -794828.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -795470.000000 Penalty: 864.201660
	Iteration 2F: 3 clusters Score -795470 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -796237.062500 Penalty: 864.201660
	Iteration 3F: 3 clusters Score -796237.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -796980.062500 Penalty: 864.201660
	Iteration 4F: 3 clusters Score -796980.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -797515.500000 Penalty: 864.201660
	Iteration 5F: 3 clusters Score -797515.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -797831.812500 Penalty: 864.201660
	Iteration 6Q: 3 clusters Score -797831.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -797999.625000 Penalty: 864.201660
	Iteration 7Q: 3 clusters Score -797999.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -798113.500000 Penalty: 864.201660
	Iteration 8Q: 3 clusters Score -798113.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -798211.125000 Penalty: 864.201660
	Iteration 9Q: 3 clusters Score -798211.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -798292.625000 Penalty: 864.201660
	Iteration 10Q: 3 clusters Score -798292.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -798353.687500 Penalty: 864.201660
	Iteration 11Q: 3 clusters Score -798353.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -798404.062500 Penalty: 864.201660
	Iteration 12Q: 3 clusters Score -798404.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -798446.562500 Penalty: 864.201660
	Iteration 13Q: 3 clusters Score -798446.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -798502.625000 Penalty: 864.201660
	Iteration 14Q: 3 clusters Score -798502.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -798559.062500 Penalty: 864.201660
	Iteration 15Q: 3 clusters Score -798559.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -798616.375000 Penalty: 864.201660
	Iteration 16Q: 3 clusters Score -798616.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -798671.062500 Penalty: 864.201660
	Iteration 17Q: 3 clusters Score -798671.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -798729.687500 Penalty: 864.201660
	Iteration 18Q: 3 clusters Score -798729.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -798783.937500 Penalty: 864.201660
	Iteration 19Q: 3 clusters Score -798783.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -798840.937500 Penalty: 864.201660
	Iteration 20F: 3 clusters Score -798840.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -798891.562500 Penalty: 864.201660
	Iteration 21Q: 3 clusters Score -798891.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -798953.250000 Penalty: 864.201660
	Iteration 22Q: 3 clusters Score -798953.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -799002.625000 Penalty: 864.201660
	Iteration 23Q: 3 clusters Score -799002.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -799041.812500 Penalty: 864.201660
	Iteration 24Q: 3 clusters Score -799041.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -799073.562500 Penalty: 864.201660
	Iteration 25Q: 3 clusters Score -799073.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -799097.000000 Penalty: 864.201660
	Iteration 26Q: 3 clusters Score -799097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -799111.687500 Penalty: 864.201660
	Iteration 27Q: 3 clusters Score -799111.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -799123.437500 Penalty: 864.201660
	Iteration 28Q: 3 clusters Score -799123.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -799133.125000 Penalty: 864.201660
	Iteration 29Q: 3 clusters Score -799133.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -799145.250000 Penalty: 864.201660
	Iteration 30Q: 3 clusters Score -799145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -799152.375000 Penalty: 864.201660
	Iteration 31Q: 3 clusters Score -799152.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -799167.125000 Penalty: 864.201660
	Iteration 32Q: 3 clusters Score -799167.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -799178.687500 Penalty: 864.201660
	Iteration 33Q: 3 clusters Score -799178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -799196.625000 Penalty: 864.201660
	Iteration 34Q: 3 clusters Score -799196.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -799214.062500 Penalty: 864.201660
	Iteration 35Q: 3 clusters Score -799214.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -799222.937500 Penalty: 864.201660
	Iteration 36Q: 3 clusters Score -799222.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -799231.875000 Penalty: 864.201660
	Iteration 37Q: 3 clusters Score -799231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -799237.187500 Penalty: 864.201660
	Iteration 38Q: 3 clusters Score -799237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -799243.000000 Penalty: 864.201660
	Iteration 39Q: 3 clusters Score -799243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -799247.625000 Penalty: 864.201660
	Iteration 40F: 3 clusters Score -799247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -799249.500000 Penalty: 864.201660
	Iteration 41Q: 3 clusters Score -799249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -799253.312500 Penalty: 864.201660
	Iteration 42Q: 3 clusters Score -799253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -799254.812500 Penalty: 864.201660
	Iteration 43Q: 3 clusters Score -799254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -799255.375000 Penalty: 864.201660
	Iteration 44Q: 3 clusters Score -799255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -799255.375000 Penalty: 864.201660
	Iteration 45Q: 3 clusters Score -799255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -799254.812500 Penalty: 864.201660
	Iteration 46Q: 3 clusters Score -799254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -799255.062500 Penalty: 864.201660
	Iteration 47Q: 3 clusters Score -799255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -799255.062500 Penalty: 864.201660
	Iteration 48F: 3 clusters Score -799255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Entering Unmasked Estep 
Score: -4373980.500000 Penalty: 509.447632
	Iteration 0F: 2 clusters Score -4373980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4324851.500000 Penalty: 1018.895264
	Iteration 0F: 3 clusters Score -4324852 nChanged 35626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4347261.000000 Penalty: 1018.895264
	Iteration 1F: 3 clusters Score -4347261 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4348673.000000 Penalty: 1018.895264
	Iteration 2Q: 3 clusters Score -4348673 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4350564.500000 Penalty: 1018.895264
	Iteration 3Q: 3 clusters Score -4350564 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4352814.000000 Penalty: 1018.895264
	Iteration 4F: 3 clusters Score -4352814 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4355288.500000 Penalty: 1018.895264
	Iteration 5F: 3 clusters Score -4355288 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4357891.500000 Penalty: 1018.895264
	Iteration 6F: 3 clusters Score -4357892 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4359980.500000 Penalty: 1018.895264
	Iteration 7Q: 3 clusters Score -4359980 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4361398.000000 Penalty: 1018.895264
	Iteration 8Q: 3 clusters Score -4361398 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4362242.000000 Penalty: 1018.895264
	Iteration 9Q: 3 clusters Score -4362242 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4362843.000000 Penalty: 1018.895264
	Iteration 10Q: 3 clusters Score -4362843 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4363345.000000 Penalty: 1018.895264
	Iteration 11Q: 3 clusters Score -4363345 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4363904.500000 Penalty: 1018.895264
	Iteration 12Q: 3 clusters Score -4363904 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4364558.000000 Penalty: 1018.895264
	Iteration 13Q: 3 clusters Score -4364558 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4365318.500000 Penalty: 1018.895264
	Iteration 14Q: 3 clusters Score -4365318 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4366186.000000 Penalty: 1018.895264
	Iteration 15Q: 3 clusters Score -4366186 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4367125.000000 Penalty: 1018.895264
	Iteration 16Q: 3 clusters Score -4367125 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4368145.500000 Penalty: 1018.895264
	Iteration 17Q: 3 clusters Score -4368146 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4369201.000000 Penalty: 1018.895264
	Iteration 18Q: 3 clusters Score -4369201 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4370203.000000 Penalty: 1018.895264
	Iteration 19Q: 3 clusters Score -4370203 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4371127.500000 Penalty: 1018.895264
	Iteration 20F: 3 clusters Score -4371128 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4371831.500000 Penalty: 1018.895264
	Iteration 21Q: 3 clusters Score -4371832 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4372398.500000 Penalty: 1018.895264
	Iteration 22Q: 3 clusters Score -4372398 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4372898.500000 Penalty: 1018.895264
	Iteration 23Q: 3 clusters Score -4372898 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4373234.000000 Penalty: 1018.895264
	Iteration 24Q: 3 clusters Score -4373234 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4373418.000000 Penalty: 1018.895264
	Iteration 25Q: 3 clusters Score -4373418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4373467.000000 Penalty: 1018.895264
	Iteration 26Q: 3 clusters Score -4373467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4373486.000000 Penalty: 1018.895264
	Iteration 27Q: 3 clusters Score -4373486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4373493.000000 Penalty: 1018.895264
	Iteration 28Q: 3 clusters Score -4373493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4373497.500000 Penalty: 1018.895264
	Iteration 29Q: 3 clusters Score -4373498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4373502.500000 Penalty: 1018.895264
	Iteration 30Q: 3 clusters Score -4373502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4373502.500000 Penalty: 1018.895264
	Iteration 31F: 3 clusters Score -4373502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (118180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Entering Unmasked Estep 
Score: -7062965.000000 Penalty: 531.438354
	Iteration 0F: 2 clusters Score -7062965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -6985376.000000 Penalty: 1062.876709
	Iteration 0F: 3 clusters Score -6985376 nChanged 57813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -7024818.500000 Penalty: 1062.876709
	Iteration 1F: 3 clusters Score -7024818 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7029568.000000 Penalty: 1062.876709
	Iteration 2F: 3 clusters Score -7029568 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -7036376.500000 Penalty: 1062.876709
	Iteration 3F: 3 clusters Score -7036376 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -7044679.000000 Penalty: 1062.876709
	Iteration 4F: 3 clusters Score -7044679 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -7052296.000000 Penalty: 1062.876709
	Iteration 5F: 3 clusters Score -7052296 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -7057559.500000 Penalty: 1062.876709
	Iteration 6F: 3 clusters Score -7057560 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7060601.500000 Penalty: 1062.876709
	Iteration 7Q: 3 clusters Score -7060602 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7062271.500000 Penalty: 1062.876709
	Iteration 8Q: 3 clusters Score -7062272 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7062863.000000 Penalty: 1062.876709
	Iteration 9Q: 3 clusters Score -7062863 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117175 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7063051.000000 Penalty: 1062.876709
	Iteration 10Q: 3 clusters Score -7063051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117305 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7063116.500000 Penalty: 1062.876709
	Iteration 11Q: 3 clusters Score -7063116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7063133.500000 Penalty: 1062.876709
	Iteration 12Q: 3 clusters Score -7063134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7063141.500000 Penalty: 1062.876709
	Iteration 13Q: 3 clusters Score -7063142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7063149.000000 Penalty: 1062.876709
	Iteration 14Q: 3 clusters Score -7063149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7063148.500000 Penalty: 1062.876709
	Iteration 15Q: 3 clusters Score -7063148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117528 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7063126.000000 Penalty: 1062.876709
	Iteration 16Q: 3 clusters Score -7063126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7063120.500000 Penalty: 1062.876709
	Iteration 17Q: 3 clusters Score -7063120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117567 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7063112.000000 Penalty: 1062.876709
	Iteration 18Q: 3 clusters Score -7063112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7063121.500000 Penalty: 1062.876709
	Iteration 19Q: 3 clusters Score -7063122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7063117.500000 Penalty: 1062.876709
	Iteration 20F: 3 clusters Score -7063118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7063106.500000 Penalty: 1062.876709
	Iteration 21Q: 3 clusters Score -7063106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7063110.500000 Penalty: 1062.876709
	Iteration 22Q: 3 clusters Score -7063110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7063114.000000 Penalty: 1062.876709
	Iteration 23Q: 3 clusters Score -7063114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7063100.000000 Penalty: 1062.876709
	Iteration 24Q: 3 clusters Score -7063100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7063101.500000 Penalty: 1062.876709
	Iteration 25Q: 3 clusters Score -7063102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7063099.500000 Penalty: 1062.876709
	Iteration 26Q: 3 clusters Score -7063100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7063098.500000 Penalty: 1062.876709
	Iteration 27Q: 3 clusters Score -7063098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7063086.000000 Penalty: 1062.876709
	Iteration 28Q: 3 clusters Score -7063086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7063085.500000 Penalty: 1062.876709
	Iteration 29Q: 3 clusters Score -7063086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7063085.500000 Penalty: 1062.876709
	Iteration 30Q: 3 clusters Score -7063086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7063079.000000 Penalty: 1062.876709
	Iteration 31Q: 3 clusters Score -7063079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7063074.500000 Penalty: 1062.876709
	Iteration 32Q: 3 clusters Score -7063074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7063068.500000 Penalty: 1062.876709
	Iteration 33Q: 3 clusters Score -7063068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7063067.000000 Penalty: 1062.876709
	Iteration 34Q: 3 clusters Score -7063067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7063069.500000 Penalty: 1062.876709
	Iteration 35Q: 3 clusters Score -7063070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7063069.500000 Penalty: 1062.876709
	Iteration 36Q: 3 clusters Score -7063070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7063079.000000 Penalty: 1062.876709
	Iteration 37Q: 3 clusters Score -7063079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7063075.500000 Penalty: 1062.876709
	Iteration 38Q: 3 clusters Score -7063076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7063078.000000 Penalty: 1062.876709
	Iteration 39Q: 3 clusters Score -7063078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7063081.500000 Penalty: 1062.876709
	Iteration 40F: 3 clusters Score -7063082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7063080.500000 Penalty: 1062.876709
	Iteration 41Q: 3 clusters Score -7063080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7063080.500000 Penalty: 1062.876709
	Iteration 42F: 3 clusters Score -7063080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 117686 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 494 members 
Entering Unmasked Estep 
Score: -58210420.000000 Penalty: 52866.046875
Splitting cluster 15 changes total score from -58210748.000000 to -58210420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 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 468 members 
Entering Unmasked Estep 
Score: -52795.171875 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52795.17 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53061.664062 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53061.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53137.222656 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53137.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53173.984375 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53173.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -53205.699219 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53205.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -53226.550781 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53226.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53237.554688 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53237.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53245.332031 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53245.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -53250.148438 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53250.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53258.648438 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53258.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53266.304688 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53271.726562 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53271.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -53278.656250 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53278.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53283.316406 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53283.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53285.285156 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53285.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53285.656250 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53285.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53285.656250 Penalty: 616.350342
	Iteration 16F: 3 clusters Score -53285.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -93418.265625 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -93418.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92199.328125 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -92199.33 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -92566.414062 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -92566.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -92632.453125 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -92632.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -92708.492188 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -92708.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -92778.789062 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -92778.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -92852.015625 Penalty: 676.032410
	Iteration 5F: 3 clusters Score -92852.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -92921.515625 Penalty: 676.032410
	Iteration 6Q: 3 clusters Score -92921.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -92963.179688 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -92963.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -92987.414062 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -92987.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -93021.710938 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -93021.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -93065.398438 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -93065.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -93105.898438 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -93105.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -93143.242188 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -93143.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -93175.039062 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -93175.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -93193.023438 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -93193.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -93203.375000 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -93203.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -93211.773438 Penalty: 676.032410
	Iteration 16Q: 3 clusters Score -93211.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -93219.890625 Penalty: 676.032410
	Iteration 17Q: 3 clusters Score -93219.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -93223.398438 Penalty: 676.032410
	Iteration 18Q: 3 clusters Score -93223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -93226.804688 Penalty: 676.032410
	Iteration 19Q: 3 clusters Score -93226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -93227.359375 Penalty: 676.032410
	Iteration 20F: 3 clusters Score -93227.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -93228.203125 Penalty: 676.032410
	Iteration 21Q: 3 clusters Score -93228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -93228.335938 Penalty: 676.032410
	Iteration 22Q: 3 clusters Score -93228.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -93228.335938 Penalty: 676.032410
	Iteration 23F: 3 clusters Score -93228.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 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 108 members 
Entering Unmasked Estep 
Score: -13887.311523 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13887.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14001.632812 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14001.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14050.270508 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14050.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14066.097656 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -14066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14084.957031 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14084.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14095.375977 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14095.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14097.802734 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14101.733398 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14101.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14105.708984 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -14105.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14109.677734 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -14109.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14114.143555 Penalty: 498.358154
	Iteration 10Q: 3 clusters Score -14114.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14115.230469 Penalty: 498.358154
	Iteration 11Q: 3 clusters Score -14115.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14115.230469 Penalty: 498.358154
	Iteration 12F: 3 clusters Score -14115.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138562 members 
Entering Unmasked Estep 
Score: -8306403.500000 Penalty: 538.677856
	Iteration 0F: 2 clusters Score -8306404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -8216892.500000 Penalty: 1077.355713
	Iteration 0F: 3 clusters Score -8216892 nChanged 68081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -8260283.000000 Penalty: 1077.355713
	Iteration 1F: 3 clusters Score -8260283 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -8263012.500000 Penalty: 1077.355713
	Iteration 2Q: 3 clusters Score -8263012 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -8267799.000000 Penalty: 1077.355713
	Iteration 3F: 3 clusters Score -8267799 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -8275240.500000 Penalty: 1077.355713
	Iteration 4F: 3 clusters Score -8275240 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -8283192.500000 Penalty: 1077.355713
	Iteration 5F: 3 clusters Score -8283192 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -8287440.000000 Penalty: 1077.355713
	Iteration 6F: 3 clusters Score -8287440 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -8288654.000000 Penalty: 1077.355713
	Iteration 7Q: 3 clusters Score -8288654 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -8289254.000000 Penalty: 1077.355713
	Iteration 8Q: 3 clusters Score -8289254 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8289614.000000 Penalty: 1077.355713
	Iteration 9Q: 3 clusters Score -8289614 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -8290015.500000 Penalty: 1077.355713
	Iteration 10Q: 3 clusters Score -8290016 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -8290455.000000 Penalty: 1077.355713
	Iteration 11Q: 3 clusters Score -8290455 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -8290845.500000 Penalty: 1077.355713
	Iteration 12Q: 3 clusters Score -8290846 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -8291219.000000 Penalty: 1077.355713
	Iteration 13Q: 3 clusters Score -8291219 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -8291670.500000 Penalty: 1077.355713
	Iteration 14Q: 3 clusters Score -8291670 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -8292080.500000 Penalty: 1077.355713
	Iteration 15Q: 3 clusters Score -8292080 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8292449.000000 Penalty: 1077.355713
	Iteration 16Q: 3 clusters Score -8292449 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -8292777.000000 Penalty: 1077.355713
	Iteration 17Q: 3 clusters Score -8292777 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -8293120.500000 Penalty: 1077.355713
	Iteration 18Q: 3 clusters Score -8293120 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -8293410.000000 Penalty: 1077.355713
	Iteration 19Q: 3 clusters Score -8293410 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8293714.500000 Penalty: 1077.355713
	Iteration 20F: 3 clusters Score -8293714 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -8293974.500000 Penalty: 1077.355713
	Iteration 21Q: 3 clusters Score -8293974 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -8294194.500000 Penalty: 1077.355713
	Iteration 22Q: 3 clusters Score -8294194 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -8294383.000000 Penalty: 1077.355713
	Iteration 23Q: 3 clusters Score -8294383 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -8294549.000000 Penalty: 1077.355713
	Iteration 24Q: 3 clusters Score -8294549 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -8294727.500000 Penalty: 1077.355713
	Iteration 25Q: 3 clusters Score -8294728 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -8294904.000000 Penalty: 1077.355713
	Iteration 26Q: 3 clusters Score -8294904 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -8295044.000000 Penalty: 1077.355713
	Iteration 27Q: 3 clusters Score -8295044 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -8295149.000000 Penalty: 1077.355713
	Iteration 28Q: 3 clusters Score -8295149 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -8295264.000000 Penalty: 1077.355713
	Iteration 29Q: 3 clusters Score -8295264 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -8295398.500000 Penalty: 1077.355713
	Iteration 30Q: 3 clusters Score -8295398 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -8295460.500000 Penalty: 1077.355713
	Iteration 31Q: 3 clusters Score -8295460 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -8295586.500000 Penalty: 1077.355713
	Iteration 32Q: 3 clusters Score -8295586 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -8295652.500000 Penalty: 1077.355713
	Iteration 33Q: 3 clusters Score -8295652 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -8295756.000000 Penalty: 1077.355713
	Iteration 34Q: 3 clusters Score -8295756 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -8295881.000000 Penalty: 1077.355713
	Iteration 35Q: 3 clusters Score -8295881 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -8295947.000000 Penalty: 1077.355713
	Iteration 36Q: 3 clusters Score -8295947 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -8296021.500000 Penalty: 1077.355713
	Iteration 37Q: 3 clusters Score -8296022 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8296162.000000 Penalty: 1077.355713
	Iteration 38Q: 3 clusters Score -8296162 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -8296257.000000 Penalty: 1077.355713
	Iteration 39Q: 3 clusters Score -8296257 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -8296468.000000 Penalty: 1077.355713
	Iteration 40F: 3 clusters Score -8296468 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -8296654.500000 Penalty: 1077.355713
	Iteration 41Q: 3 clusters Score -8296654 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -8296770.000000 Penalty: 1077.355713
	Iteration 42Q: 3 clusters Score -8296770 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -8296884.000000 Penalty: 1077.355713
	Iteration 43Q: 3 clusters Score -8296884 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -8297041.000000 Penalty: 1077.355713
	Iteration 44Q: 3 clusters Score -8297041 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -8297140.500000 Penalty: 1077.355713
	Iteration 45Q: 3 clusters Score -8297140 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8297236.000000 Penalty: 1077.355713
	Iteration 46Q: 3 clusters Score -8297236 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -8297389.500000 Penalty: 1077.355713
	Iteration 47Q: 3 clusters Score -8297390 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -8297507.000000 Penalty: 1077.355713
	Iteration 48Q: 3 clusters Score -8297507 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -8297605.500000 Penalty: 1077.355713
	Iteration 49Q: 3 clusters Score -8297606 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -8297702.500000 Penalty: 1077.355713
	Iteration 50Q: 3 clusters Score -8297702 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -8297806.500000 Penalty: 1077.355713
	Iteration 51Q: 3 clusters Score -8297806 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -8297896.000000 Penalty: 1077.355713
	Iteration 52Q: 3 clusters Score -8297896 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -8297974.000000 Penalty: 1077.355713
	Iteration 53Q: 3 clusters Score -8297974 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -8298059.500000 Penalty: 1077.355713
	Iteration 54Q: 3 clusters Score -8298060 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -8298098.500000 Penalty: 1077.355713
	Iteration 55Q: 3 clusters Score -8298098 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -8298185.000000 Penalty: 1077.355713
	Iteration 56Q: 3 clusters Score -8298185 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -8298253.500000 Penalty: 1077.355713
	Iteration 57Q: 3 clusters Score -8298254 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -8298292.000000 Penalty: 1077.355713
	Iteration 58Q: 3 clusters Score -8298292 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -8298330.000000 Penalty: 1077.355713
	Iteration 59Q: 3 clusters Score -8298330 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -8298373.000000 Penalty: 1077.355713
	Iteration 60F: 3 clusters Score -8298373 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -8298432.500000 Penalty: 1077.355713
	Iteration 61Q: 3 clusters Score -8298432 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -8298472.000000 Penalty: 1077.355713
	Iteration 62Q: 3 clusters Score -8298472 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -8298483.000000 Penalty: 1077.355713
	Iteration 63Q: 3 clusters Score -8298483 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -8298529.000000 Penalty: 1077.355713
	Iteration 64Q: 3 clusters Score -8298529 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -8298574.500000 Penalty: 1077.355713
	Iteration 65Q: 3 clusters Score -8298574 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -8298613.000000 Penalty: 1077.355713
	Iteration 66Q: 3 clusters Score -8298613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -8298635.500000 Penalty: 1077.355713
	Iteration 67Q: 3 clusters Score -8298636 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -8298697.000000 Penalty: 1077.355713
	Iteration 68Q: 3 clusters Score -8298697 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -8298746.000000 Penalty: 1077.355713
	Iteration 69Q: 3 clusters Score -8298746 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -8298807.000000 Penalty: 1077.355713
	Iteration 70Q: 3 clusters Score -8298807 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -8298889.000000 Penalty: 1077.355713
	Iteration 71Q: 3 clusters Score -8298889 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -8298982.500000 Penalty: 1077.355713
	Iteration 72Q: 3 clusters Score -8298982 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8299046.500000 Penalty: 1077.355713
	Iteration 73Q: 3 clusters Score -8299046 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -8299135.500000 Penalty: 1077.355713
	Iteration 74Q: 3 clusters Score -8299136 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -8299234.000000 Penalty: 1077.355713
	Iteration 75Q: 3 clusters Score -8299234 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -8299335.000000 Penalty: 1077.355713
	Iteration 76Q: 3 clusters Score -8299335 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -8299481.000000 Penalty: 1077.355713
	Iteration 77Q: 3 clusters Score -8299481 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -8299670.500000 Penalty: 1077.355713
	Iteration 78Q: 3 clusters Score -8299670 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8299889.000000 Penalty: 1077.355713
	Iteration 79Q: 3 clusters Score -8299889 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8300209.000000 Penalty: 1077.355713
	Iteration 80F: 3 clusters Score -8300209 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -8300400.500000 Penalty: 1077.355713
	Iteration 81Q: 3 clusters Score -8300400 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8300556.000000 Penalty: 1077.355713
	Iteration 82Q: 3 clusters Score -8300556 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103394 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8300699.500000 Penalty: 1077.355713
	Iteration 83Q: 3 clusters Score -8300700 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -8300929.000000 Penalty: 1077.355713
	Iteration 84Q: 3 clusters Score -8300929 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113057 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8301870.500000 Penalty: 1077.355713
	Iteration 85Q: 3 clusters Score -8301870 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -8302527.500000 Penalty: 1077.355713
	Iteration 86Q: 3 clusters Score -8302528 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -8303232.500000 Penalty: 1077.355713
	Iteration 87Q: 3 clusters Score -8303232 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125722 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -8303879.000000 Penalty: 1077.355713
	Iteration 88Q: 3 clusters Score -8303879 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -8304200.500000 Penalty: 1077.355713
	Iteration 89Q: 3 clusters Score -8304200 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130220 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8304447.000000 Penalty: 1077.355713
	Iteration 90Q: 3 clusters Score -8304447 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -8304612.500000 Penalty: 1077.355713
	Iteration 91Q: 3 clusters Score -8304612 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8304754.500000 Penalty: 1077.355713
	Iteration 92Q: 3 clusters Score -8304754 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132595 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8304726.000000 Penalty: 1077.355713
	Iteration 93Q: 3 clusters Score -8304726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -8304752.500000 Penalty: 1077.355713
	Iteration 94Q: 3 clusters Score -8304752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133049 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -8304757.000000 Penalty: 1077.355713
	Iteration 95Q: 3 clusters Score -8304757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8304755.000000 Penalty: 1077.355713
	Iteration 96Q: 3 clusters Score -8304755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8304766.500000 Penalty: 1077.355713
	Iteration 97Q: 3 clusters Score -8304766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133258 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8304765.000000 Penalty: 1077.355713
	Iteration 98Q: 3 clusters Score -8304765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133289 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8304761.500000 Penalty: 1077.355713
	Iteration 99Q: 3 clusters Score -8304762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8305509.500000 Penalty: 1077.355713
	Iteration 100F: 3 clusters Score -8305510 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8305749.000000 Penalty: 1077.355713
	Iteration 101Q: 3 clusters Score -8305749 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8305931.500000 Penalty: 1077.355713
	Iteration 102Q: 3 clusters Score -8305932 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136404 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8306055.500000 Penalty: 1077.355713
	Iteration 103Q: 3 clusters Score -8306056 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8306092.500000 Penalty: 1077.355713
	Iteration 104Q: 3 clusters Score -8306092 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8306113.500000 Penalty: 1077.355713
	Iteration 105Q: 3 clusters Score -8306114 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8306116.500000 Penalty: 1077.355713
	Iteration 106Q: 3 clusters Score -8306116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8306119.000000 Penalty: 1077.355713
	Iteration 107Q: 3 clusters Score -8306119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8306102.500000 Penalty: 1077.355713
	Iteration 108Q: 3 clusters Score -8306102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8306091.000000 Penalty: 1077.355713
	Iteration 109Q: 3 clusters Score -8306091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8306049.500000 Penalty: 1077.355713
	Iteration 110Q: 3 clusters Score -8306050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8306012.000000 Penalty: 1077.355713
	Iteration 111Q: 3 clusters Score -8306012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8305996.000000 Penalty: 1077.355713
	Iteration 112Q: 3 clusters Score -8305996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8305998.000000 Penalty: 1077.355713
	Iteration 113Q: 3 clusters Score -8305998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8306004.000000 Penalty: 1077.355713
	Iteration 114Q: 3 clusters Score -8306004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8306010.500000 Penalty: 1077.355713
	Iteration 115Q: 3 clusters Score -8306010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8306015.500000 Penalty: 1077.355713
	Iteration 116Q: 3 clusters Score -8306016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8306022.000000 Penalty: 1077.355713
	Iteration 117Q: 3 clusters Score -8306022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8306013.500000 Penalty: 1077.355713
	Iteration 118Q: 3 clusters Score -8306014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8306019.000000 Penalty: 1077.355713
	Iteration 119Q: 3 clusters Score -8306019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138343 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8306034.500000 Penalty: 1077.355713
	Iteration 120F: 3 clusters Score -8306034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138350 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8306026.500000 Penalty: 1077.355713
	Iteration 121Q: 3 clusters Score -8306026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8306025.000000 Penalty: 1077.355713
	Iteration 122Q: 3 clusters Score -8306025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8306023.000000 Penalty: 1077.355713
	Iteration 123Q: 3 clusters Score -8306023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8306025.000000 Penalty: 1077.355713
	Iteration 124Q: 3 clusters Score -8306025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8306025.000000 Penalty: 1077.355713
	Iteration 125Q: 3 clusters Score -8306025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8306025.500000 Penalty: 1077.355713
	Iteration 126Q: 3 clusters Score -8306026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138387 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8306024.500000 Penalty: 1077.355713
	Iteration 127Q: 3 clusters Score -8306024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138388 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8306026.500000 Penalty: 1077.355713
	Iteration 128Q: 3 clusters Score -8306026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8306026.500000 Penalty: 1077.355713
	Iteration 129Q: 3 clusters Score -8306026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8306031.500000 Penalty: 1077.355713
	Iteration 130Q: 3 clusters Score -8306032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8306033.000000 Penalty: 1077.355713
	Iteration 131Q: 3 clusters Score -8306033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8306034.000000 Penalty: 1077.355713
	Iteration 132Q: 3 clusters Score -8306034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8306034.000000 Penalty: 1077.355713
	Iteration 133F: 3 clusters Score -8306034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Entering Unmasked Estep 
Score: -646495.625000 Penalty: 422.492096
	Iteration 0F: 2 clusters Score -646495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -639275.750000 Penalty: 844.984192
	Iteration 0F: 3 clusters Score -639275.8 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -642350.250000 Penalty: 844.984192
	Iteration 1F: 3 clusters Score -642350.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -642674.187500 Penalty: 844.984192
	Iteration 2F: 3 clusters Score -642674.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -643109.250000 Penalty: 844.984192
	Iteration 3F: 3 clusters Score -643109.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -643584.437500 Penalty: 844.984192
	Iteration 4F: 3 clusters Score -643584.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -643980.812500 Penalty: 844.984192
	Iteration 5F: 3 clusters Score -643980.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -644194.812500 Penalty: 844.984192
	Iteration 6Q: 3 clusters Score -644194.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -644298.062500 Penalty: 844.984192
	Iteration 7Q: 3 clusters Score -644298.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -644363.562500 Penalty: 844.984192
	Iteration 8Q: 3 clusters Score -644363.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -644421.125000 Penalty: 844.984192
	Iteration 9Q: 3 clusters Score -644421.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -644476.312500 Penalty: 844.984192
	Iteration 10Q: 3 clusters Score -644476.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -644540.500000 Penalty: 844.984192
	Iteration 11Q: 3 clusters Score -644540.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -644622.750000 Penalty: 844.984192
	Iteration 12Q: 3 clusters Score -644622.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -644695.250000 Penalty: 844.984192
	Iteration 13Q: 3 clusters Score -644695.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -644779.687500 Penalty: 844.984192
	Iteration 14Q: 3 clusters Score -644779.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -644880.250000 Penalty: 844.984192
	Iteration 15Q: 3 clusters Score -644880.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -644980.375000 Penalty: 844.984192
	Iteration 16Q: 3 clusters Score -644980.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -645076.625000 Penalty: 844.984192
	Iteration 17Q: 3 clusters Score -645076.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -645160.375000 Penalty: 844.984192
	Iteration 18Q: 3 clusters Score -645160.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -645238.000000 Penalty: 844.984192
	Iteration 19Q: 3 clusters Score -645238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -645304.250000 Penalty: 844.984192
	Iteration 20F: 3 clusters Score -645304.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -645361.375000 Penalty: 844.984192
	Iteration 21Q: 3 clusters Score -645361.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -645399.437500 Penalty: 844.984192
	Iteration 22Q: 3 clusters Score -645399.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -645427.500000 Penalty: 844.984192
	Iteration 23Q: 3 clusters Score -645427.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -645448.250000 Penalty: 844.984192
	Iteration 24Q: 3 clusters Score -645448.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -645463.937500 Penalty: 844.984192
	Iteration 25Q: 3 clusters Score -645463.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -645475.312500 Penalty: 844.984192
	Iteration 26Q: 3 clusters Score -645475.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -645483.062500 Penalty: 844.984192
	Iteration 27Q: 3 clusters Score -645483.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -645490.062500 Penalty: 844.984192
	Iteration 28Q: 3 clusters Score -645490.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -645494.812500 Penalty: 844.984192
	Iteration 29Q: 3 clusters Score -645494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -645496.750000 Penalty: 844.984192
	Iteration 30Q: 3 clusters Score -645496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -645495.750000 Penalty: 844.984192
	Iteration 31Q: 3 clusters Score -645495.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -645499.562500 Penalty: 844.984192
	Iteration 32Q: 3 clusters Score -645499.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -645499.875000 Penalty: 844.984192
	Iteration 33Q: 3 clusters Score -645499.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -645500.937500 Penalty: 844.984192
	Iteration 34Q: 3 clusters Score -645500.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -645503.250000 Penalty: 844.984192
	Iteration 35Q: 3 clusters Score -645503.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -645506.562500 Penalty: 844.984192
	Iteration 36Q: 3 clusters Score -645506.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -645510.625000 Penalty: 844.984192
	Iteration 37Q: 3 clusters Score -645510.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -645514.562500 Penalty: 844.984192
	Iteration 38Q: 3 clusters Score -645514.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -645518.187500 Penalty: 844.984192
	Iteration 39Q: 3 clusters Score -645518.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -645522.875000 Penalty: 844.984192
	Iteration 40F: 3 clusters Score -645522.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -645527.937500 Penalty: 844.984192
	Iteration 41Q: 3 clusters Score -645527.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -645530.750000 Penalty: 844.984192
	Iteration 42Q: 3 clusters Score -645530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -645533.812500 Penalty: 844.984192
	Iteration 43Q: 3 clusters Score -645533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -645536.187500 Penalty: 844.984192
	Iteration 44Q: 3 clusters Score -645536.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -645537.687500 Penalty: 844.984192
	Iteration 45Q: 3 clusters Score -645537.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -645541.625000 Penalty: 844.984192
	Iteration 46Q: 3 clusters Score -645541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -645543.625000 Penalty: 844.984192
	Iteration 47Q: 3 clusters Score -645543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -645544.750000 Penalty: 844.984192
	Iteration 48Q: 3 clusters Score -645544.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -645548.125000 Penalty: 844.984192
	Iteration 49Q: 3 clusters Score -645548.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -645548.125000 Penalty: 844.984192
	Iteration 50Q: 3 clusters Score -645548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -645550.687500 Penalty: 844.984192
	Iteration 51Q: 3 clusters Score -645550.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -645552.187500 Penalty: 844.984192
	Iteration 52Q: 3 clusters Score -645552.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -645553.000000 Penalty: 844.984192
	Iteration 53Q: 3 clusters Score -645553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -645557.500000 Penalty: 844.984192
	Iteration 54Q: 3 clusters Score -645557.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -645562.250000 Penalty: 844.984192
	Iteration 55Q: 3 clusters Score -645562.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -645565.500000 Penalty: 844.984192
	Iteration 56Q: 3 clusters Score -645565.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -645570.875000 Penalty: 844.984192
	Iteration 57Q: 3 clusters Score -645570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -645578.312500 Penalty: 844.984192
	Iteration 58Q: 3 clusters Score -645578.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -645585.750000 Penalty: 844.984192
	Iteration 59Q: 3 clusters Score -645585.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -645597.437500 Penalty: 844.984192
	Iteration 60F: 3 clusters Score -645597.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -645604.812500 Penalty: 844.984192
	Iteration 61Q: 3 clusters Score -645604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -645613.812500 Penalty: 844.984192
	Iteration 62Q: 3 clusters Score -645613.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -645623.687500 Penalty: 844.984192
	Iteration 63Q: 3 clusters Score -645623.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -645628.375000 Penalty: 844.984192
	Iteration 64Q: 3 clusters Score -645628.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -645633.125000 Penalty: 844.984192
	Iteration 65Q: 3 clusters Score -645633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -645640.875000 Penalty: 844.984192
	Iteration 66Q: 3 clusters Score -645640.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -645650.312500 Penalty: 844.984192
	Iteration 67Q: 3 clusters Score -645650.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -645660.312500 Penalty: 844.984192
	Iteration 68Q: 3 clusters Score -645660.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -645675.750000 Penalty: 844.984192
	Iteration 69Q: 3 clusters Score -645675.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -645699.500000 Penalty: 844.984192
	Iteration 70Q: 3 clusters Score -645699.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -645727.125000 Penalty: 844.984192
	Iteration 71Q: 3 clusters Score -645727.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -645758.437500 Penalty: 844.984192
	Iteration 72Q: 3 clusters Score -645758.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -645787.875000 Penalty: 844.984192
	Iteration 73Q: 3 clusters Score -645787.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -645811.312500 Penalty: 844.984192
	Iteration 74Q: 3 clusters Score -645811.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -645836.812500 Penalty: 844.984192
	Iteration 75Q: 3 clusters Score -645836.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -645858.625000 Penalty: 844.984192
	Iteration 76Q: 3 clusters Score -645858.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -645878.812500 Penalty: 844.984192
	Iteration 77Q: 3 clusters Score -645878.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -645897.625000 Penalty: 844.984192
	Iteration 78Q: 3 clusters Score -645897.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -645918.125000 Penalty: 844.984192
	Iteration 79Q: 3 clusters Score -645918.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -645938.500000 Penalty: 844.984192
	Iteration 80F: 3 clusters Score -645938.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -645956.562500 Penalty: 844.984192
	Iteration 81Q: 3 clusters Score -645956.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -645964.875000 Penalty: 844.984192
	Iteration 82Q: 3 clusters Score -645964.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -645972.000000 Penalty: 844.984192
	Iteration 83Q: 3 clusters Score -645972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -645984.125000 Penalty: 844.984192
	Iteration 84Q: 3 clusters Score -645984.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -645995.250000 Penalty: 844.984192
	Iteration 85Q: 3 clusters Score -645995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -646005.375000 Penalty: 844.984192
	Iteration 86Q: 3 clusters Score -646005.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -646014.250000 Penalty: 844.984192
	Iteration 87Q: 3 clusters Score -646014.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -646029.250000 Penalty: 844.984192
	Iteration 88Q: 3 clusters Score -646029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -646041.312500 Penalty: 844.984192
	Iteration 89Q: 3 clusters Score -646041.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -646057.812500 Penalty: 844.984192
	Iteration 90Q: 3 clusters Score -646057.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -646077.437500 Penalty: 844.984192
	Iteration 91Q: 3 clusters Score -646077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -646097.375000 Penalty: 844.984192
	Iteration 92Q: 3 clusters Score -646097.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -646107.875000 Penalty: 844.984192
	Iteration 93Q: 3 clusters Score -646107.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -646114.312500 Penalty: 844.984192
	Iteration 94Q: 3 clusters Score -646114.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -646121.437500 Penalty: 844.984192
	Iteration 95Q: 3 clusters Score -646121.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -646127.750000 Penalty: 844.984192
	Iteration 96Q: 3 clusters Score -646127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -646133.687500 Penalty: 844.984192
	Iteration 97Q: 3 clusters Score -646133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -646136.187500 Penalty: 844.984192
	Iteration 98Q: 3 clusters Score -646136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -646136.875000 Penalty: 844.984192
	Iteration 99Q: 3 clusters Score -646136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -646137.312500 Penalty: 844.984192
	Iteration 100F: 3 clusters Score -646137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -646138.500000 Penalty: 844.984192
	Iteration 101Q: 3 clusters Score -646138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -646138.812500 Penalty: 844.984192
	Iteration 102Q: 3 clusters Score -646138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -646140.437500 Penalty: 844.984192
	Iteration 103Q: 3 clusters Score -646140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -646140.000000 Penalty: 844.984192
	Iteration 104Q: 3 clusters Score -646140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -646140.250000 Penalty: 844.984192
	Iteration 105Q: 3 clusters Score -646140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -646142.187500 Penalty: 844.984192
	Iteration 106Q: 3 clusters Score -646142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -646142.625000 Penalty: 844.984192
	Iteration 107Q: 3 clusters Score -646142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -646144.500000 Penalty: 844.984192
	Iteration 108Q: 3 clusters Score -646144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -646147.625000 Penalty: 844.984192
	Iteration 109Q: 3 clusters Score -646147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -646147.812500 Penalty: 844.984192
	Iteration 110Q: 3 clusters Score -646147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -646149.062500 Penalty: 844.984192
	Iteration 111Q: 3 clusters Score -646149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -646151.687500 Penalty: 844.984192
	Iteration 112Q: 3 clusters Score -646151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -646152.250000 Penalty: 844.984192
	Iteration 113Q: 3 clusters Score -646152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -646152.250000 Penalty: 844.984192
	Iteration 114F: 3 clusters Score -646152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (152990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Entering Unmasked Estep 
Score: -9164573.000000 Penalty: 543.184814
	Iteration 0F: 2 clusters Score -9164573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -9063433.000000 Penalty: 1086.369629
	Iteration 0F: 3 clusters Score -9063433 nChanged 75231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -9110690.000000 Penalty: 1086.369629
	Iteration 1F: 3 clusters Score -9110690 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -9114623.000000 Penalty: 1086.369629
	Iteration 2F: 3 clusters Score -9114623 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -9121276.000000 Penalty: 1086.369629
	Iteration 3F: 3 clusters Score -9121276 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -9130932.000000 Penalty: 1086.369629
	Iteration 4F: 3 clusters Score -9130932 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -9140328.000000 Penalty: 1086.369629
	Iteration 5F: 3 clusters Score -9140328 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -9145346.000000 Penalty: 1086.369629
	Iteration 6F: 3 clusters Score -9145346 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -9146953.000000 Penalty: 1086.369629
	Iteration 7Q: 3 clusters Score -9146953 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -9147800.000000 Penalty: 1086.369629
	Iteration 8Q: 3 clusters Score -9147800 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -9148620.000000 Penalty: 1086.369629
	Iteration 9Q: 3 clusters Score -9148620 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -9149324.000000 Penalty: 1086.369629
	Iteration 10Q: 3 clusters Score -9149324 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -9150052.000000 Penalty: 1086.369629
	Iteration 11Q: 3 clusters Score -9150052 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -9150557.000000 Penalty: 1086.369629
	Iteration 12Q: 3 clusters Score -9150557 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -9151096.000000 Penalty: 1086.369629
	Iteration 13Q: 3 clusters Score -9151096 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -9151635.000000 Penalty: 1086.369629
	Iteration 14Q: 3 clusters Score -9151635 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -9152046.000000 Penalty: 1086.369629
	Iteration 15Q: 3 clusters Score -9152046 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -9152391.000000 Penalty: 1086.369629
	Iteration 16Q: 3 clusters Score -9152391 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -9152711.000000 Penalty: 1086.369629
	Iteration 17Q: 3 clusters Score -9152711 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -9153073.000000 Penalty: 1086.369629
	Iteration 18Q: 3 clusters Score -9153073 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -9153441.000000 Penalty: 1086.369629
	Iteration 19Q: 3 clusters Score -9153441 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9153839 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -9154262.000000 Penalty: 1086.369629
	Iteration 21Q: 3 clusters Score -9154262 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9154764 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9155264 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -9155878.000000 Penalty: 1086.369629
	Iteration 24Q: 3 clusters Score -9155878 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -9156612.000000 Penalty: 1086.369629
	Iteration 25Q: 3 clusters Score -9156612 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -9157435.000000 Penalty: 1086.369629
	Iteration 26Q: 3 clusters Score -9157435 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -9158084.000000 Penalty: 1086.369629
	Iteration 27Q: 3 clusters Score -9158084 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -9158638.000000 Penalty: 1086.369629
	Iteration 28Q: 3 clusters Score -9158638 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -9158972.000000 Penalty: 1086.369629
	Iteration 29Q: 3 clusters Score -9158972 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -9159119.000000 Penalty: 1086.369629
	Iteration 30Q: 3 clusters Score -9159119 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -9159279.000000 Penalty: 1086.369629
	Iteration 31Q: 3 clusters Score -9159279 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -9159354.000000 Penalty: 1086.369629
	Iteration 32Q: 3 clusters Score -9159354 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -9159315.000000 Penalty: 1086.369629
	Iteration 33Q: 3 clusters Score -9159315 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -9159356.000000 Penalty: 1086.369629
	Iteration 34Q: 3 clusters Score -9159356 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9159420 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -9159458.000000 Penalty: 1086.369629
	Iteration 36Q: 3 clusters Score -9159458 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -9159542.000000 Penalty: 1086.369629
	Iteration 37Q: 3 clusters Score -9159542 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9159534 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -9159650.000000 Penalty: 1086.369629
	Iteration 39Q: 3 clusters Score -9159650 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -9159804.000000 Penalty: 1086.369629
	Iteration 40F: 3 clusters Score -9159804 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -9159870.000000 Penalty: 1086.369629
	Iteration 41Q: 3 clusters Score -9159870 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -9159954.000000 Penalty: 1086.369629
	Iteration 42Q: 3 clusters Score -9159954 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -9160014.000000 Penalty: 1086.369629
	Iteration 43Q: 3 clusters Score -9160014 nChanged 1300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9160071 nChanged 1441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9160180 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -9160351.000000 Penalty: 1086.369629
	Iteration 46Q: 3 clusters Score -9160351 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9160488 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9160599 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -9160607.000000 Penalty: 1086.369629
	Iteration 49Q: 3 clusters Score -9160607 nChanged 1377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9160650 nChanged 1436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9160790 nChanged 1392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9160812 nChanged 1368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9160822 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9160930 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9160998 nChanged 1355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9161117 nChanged 1374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9161286 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9161334 nChanged 1349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9161442 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9161527 nChanged 1308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9161619 nChanged 1270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9161674 nChanged 1206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9161771 nChanged 1227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9161896 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9162026 nChanged 1259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9162116 nChanged 1198
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Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9162227 nChanged 1222
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Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9162355 nChanged 1177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102781 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9162467 nChanged 1184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103965 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9162561 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105070 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9162619 nChanged 1096
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9162651 nChanged 941
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Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9162745 nChanged 859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107966 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9162797 nChanged 741
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Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9162825 nChanged 707
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Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9162886 nChanged 681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110095 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9162894 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9162957 nChanged 628
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Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9162985 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9162979 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9162956 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9163006 nChanged 574
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Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9162993 nChanged 608
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Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9162986 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9163025 nChanged 528
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Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9163044 nChanged 510
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Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9163103 nChanged 541
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Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9163094 nChanged 541
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Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9163093 nChanged 546
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Mstep: Class 1 contains 117542 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9163130 nChanged 544
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Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9163186 nChanged 551
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Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9163212 nChanged 517
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Mstep: Class 1 contains 119154 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9163233 nChanged 524
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Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9163245 nChanged 503
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Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9163234 nChanged 485
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Mstep: Class 1 contains 120666 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9163232 nChanged 490
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Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9163245 nChanged 490
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Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9163225 nChanged 487
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Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9163251 nChanged 473
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Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9163276 nChanged 468
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Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9163296 nChanged 476
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Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9163256 nChanged 486
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Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9163248 nChanged 451
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Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9163259 nChanged 436
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Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9163292 nChanged 391
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Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9163323 nChanged 368
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Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9163339 nChanged 346
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Mstep: Class 1 contains 126028 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9163393 nChanged 376
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Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9163418 nChanged 362
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Mstep: Class 1 contains 126766 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9163437 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9163454 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9163511 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9163541 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9163559 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128416 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9163549 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9163589 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -9163595.000000 Penalty: 1086.369629
	Iteration 117Q: 3 clusters Score -9163595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9163596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9163590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -9163621.000000 Penalty: 1086.369629
	Iteration 120F: 3 clusters Score -9163621 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129965 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9163619.000000 Penalty: 1086.369629
	Iteration 121Q: 3 clusters Score -9163619 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9163645.000000 Penalty: 1086.369629
	Iteration 122Q: 3 clusters Score -9163645 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9163678 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -9163704.000000 Penalty: 1086.369629
	Iteration 124Q: 3 clusters Score -9163704 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -9163716.000000 Penalty: 1086.369629
	Iteration 125Q: 3 clusters Score -9163716 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -9163725.000000 Penalty: 1086.369629
	Iteration 126Q: 3 clusters Score -9163725 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9163751 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -9163808.000000 Penalty: 1086.369629
	Iteration 128Q: 3 clusters Score -9163808 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -9163828.000000 Penalty: 1086.369629
	Iteration 129Q: 3 clusters Score -9163828 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -9163856.000000 Penalty: 1086.369629
	Iteration 130Q: 3 clusters Score -9163856 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -9163870.000000 Penalty: 1086.369629
	Iteration 131Q: 3 clusters Score -9163870 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133053 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9163845 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133362 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9163875 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133691 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9163893 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -9163924.000000 Penalty: 1086.369629
	Iteration 135Q: 3 clusters Score -9163924 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -9163927.000000 Penalty: 1086.369629
	Iteration 136Q: 3 clusters Score -9163927 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -9163932.000000 Penalty: 1086.369629
	Iteration 137Q: 3 clusters Score -9163932 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135028 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9163966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135350 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -9164002.000000 Penalty: 1086.369629
	Iteration 139Q: 3 clusters Score -9164002 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135650 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -9163997.000000 Penalty: 1086.369629
	Iteration 140F: 3 clusters Score -9163997 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -9164007.000000 Penalty: 1086.369629
	Iteration 141Q: 3 clusters Score -9164007 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -9164054.000000 Penalty: 1086.369629
	Iteration 142Q: 3 clusters Score -9164054 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9164063 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9164083 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137014 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -9164137.000000 Penalty: 1086.369629
	Iteration 145Q: 3 clusters Score -9164137 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9164160.000000 Penalty: 1086.369629
	Iteration 146Q: 3 clusters Score -9164160 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -9164176.000000 Penalty: 1086.369629
	Iteration 147Q: 3 clusters Score -9164176 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137838 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -9164196.000000 Penalty: 1086.369629
	Iteration 148Q: 3 clusters Score -9164196 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138088 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -9164184.000000 Penalty: 1086.369629
	Iteration 149Q: 3 clusters Score -9164184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138336 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9164192.000000 Penalty: 1086.369629
	Iteration 150Q: 3 clusters Score -9164192 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -9164162.000000 Penalty: 1086.369629
	Iteration 151Q: 3 clusters Score -9164162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138788 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -9164201.000000 Penalty: 1086.369629
	Iteration 152Q: 3 clusters Score -9164201 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -9164221.000000 Penalty: 1086.369629
	Iteration 153Q: 3 clusters Score -9164221 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139254 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -9164228.000000 Penalty: 1086.369629
	Iteration 154Q: 3 clusters Score -9164228 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -9164200.000000 Penalty: 1086.369629
	Iteration 155Q: 3 clusters Score -9164200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -9164249.000000 Penalty: 1086.369629
	Iteration 156Q: 3 clusters Score -9164249 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9164234.000000 Penalty: 1086.369629
	Iteration 157Q: 3 clusters Score -9164234 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -9164243.000000 Penalty: 1086.369629
	Iteration 158Q: 3 clusters Score -9164243 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -9164245.000000 Penalty: 1086.369629
	Iteration 159Q: 3 clusters Score -9164245 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -9164236.000000 Penalty: 1086.369629
	Iteration 160F: 3 clusters Score -9164236 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -9164225.000000 Penalty: 1086.369629
	Iteration 161Q: 3 clusters Score -9164225 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -9164269.000000 Penalty: 1086.369629
	Iteration 162Q: 3 clusters Score -9164269 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141416 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -9164268.000000 Penalty: 1086.369629
	Iteration 163Q: 3 clusters Score -9164268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -9164298.000000 Penalty: 1086.369629
	Iteration 164Q: 3 clusters Score -9164298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9164308.000000 Penalty: 1086.369629
	Iteration 165Q: 3 clusters Score -9164308 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 1086.369629
	Iteration 166Q: 3 clusters Score -9164349 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -9164353.000000 Penalty: 1086.369629
	Iteration 167Q: 3 clusters Score -9164353 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -9164351.000000 Penalty: 1086.369629
	Iteration 168Q: 3 clusters Score -9164351 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -9164346.000000 Penalty: 1086.369629
	Iteration 169Q: 3 clusters Score -9164346 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -9164374.000000 Penalty: 1086.369629
	Iteration 170Q: 3 clusters Score -9164374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -9164393.000000 Penalty: 1086.369629
	Iteration 171Q: 3 clusters Score -9164393 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -9164402.000000 Penalty: 1086.369629
	Iteration 172Q: 3 clusters Score -9164402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -9164410.000000 Penalty: 1086.369629
	Iteration 173Q: 3 clusters Score -9164410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9164390.000000 Penalty: 1086.369629
	Iteration 174Q: 3 clusters Score -9164390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143763 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -9164392.000000 Penalty: 1086.369629
	Iteration 175Q: 3 clusters Score -9164392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143929 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 1086.369629
	Iteration 176Q: 3 clusters Score -9164383 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -9164377.000000 Penalty: 1086.369629
	Iteration 177Q: 3 clusters Score -9164377 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144281 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -9164415.000000 Penalty: 1086.369629
	Iteration 178Q: 3 clusters Score -9164415 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144443 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -9164419.000000 Penalty: 1086.369629
	Iteration 179Q: 3 clusters Score -9164419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -9164407.000000 Penalty: 1086.369629
	Iteration 180F: 3 clusters Score -9164407 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9164407 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -9164408.000000 Penalty: 1086.369629
	Iteration 182Q: 3 clusters Score -9164408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -9164390.000000 Penalty: 1086.369629
	Iteration 183Q: 3 clusters Score -9164390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9164402.000000 Penalty: 1086.369629
	Iteration 184Q: 3 clusters Score -9164402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -9164408.000000 Penalty: 1086.369629
	Iteration 185Q: 3 clusters Score -9164408 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145520 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -9164405.000000 Penalty: 1086.369629
	Iteration 186Q: 3 clusters Score -9164405 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145647 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -9164412.000000 Penalty: 1086.369629
	Iteration 187Q: 3 clusters Score -9164412 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9164379.000000 Penalty: 1086.369629
	Iteration 188Q: 3 clusters Score -9164379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -9164361.000000 Penalty: 1086.369629
	Iteration 189Q: 3 clusters Score -9164361 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146006 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -9164377.000000 Penalty: 1086.369629
	Iteration 190Q: 3 clusters Score -9164377 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -9164374.000000 Penalty: 1086.369629
	Iteration 191Q: 3 clusters Score -9164374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9164374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -9164378.000000 Penalty: 1086.369629
	Iteration 193Q: 3 clusters Score -9164378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9164386.000000 Penalty: 1086.369629
	Iteration 194Q: 3 clusters Score -9164386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -9164402.000000 Penalty: 1086.369629
	Iteration 195Q: 3 clusters Score -9164402 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9164402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -9164410.000000 Penalty: 1086.369629
	Iteration 197Q: 3 clusters Score -9164410 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -9164424.000000 Penalty: 1086.369629
	Iteration 198Q: 3 clusters Score -9164424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9164421.000000 Penalty: 1086.369629
	Iteration 199Q: 3 clusters Score -9164421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -9164435.000000 Penalty: 1086.369629
	Iteration 200F: 3 clusters Score -9164435 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -9164408.000000 Penalty: 1086.369629
	Iteration 201Q: 3 clusters Score -9164408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9164388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9164387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9164392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -9164402.000000 Penalty: 1086.369629
	Iteration 205Q: 3 clusters Score -9164402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -9164385.000000 Penalty: 1086.369629
	Iteration 206Q: 3 clusters Score -9164385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -9164357.000000 Penalty: 1086.369629
	Iteration 207Q: 3 clusters Score -9164357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147720 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9164363.000000 Penalty: 1086.369629
	Iteration 208Q: 3 clusters Score -9164363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9164364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9164369.000000 Penalty: 1086.369629
	Iteration 210Q: 3 clusters Score -9164369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -9164358.000000 Penalty: 1086.369629
	Iteration 211Q: 3 clusters Score -9164358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9164344.000000 Penalty: 1086.369629
	Iteration 212Q: 3 clusters Score -9164344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9164343.000000 Penalty: 1086.369629
	Iteration 213Q: 3 clusters Score -9164343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -9164337.000000 Penalty: 1086.369629
	Iteration 214Q: 3 clusters Score -9164337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9164341.000000 Penalty: 1086.369629
	Iteration 215Q: 3 clusters Score -9164341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148158 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9164343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148215 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -9164350.000000 Penalty: 1086.369629
	Iteration 217Q: 3 clusters Score -9164350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9164353.000000 Penalty: 1086.369629
	Iteration 218Q: 3 clusters Score -9164353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -9164342.000000 Penalty: 1086.369629
	Iteration 219Q: 3 clusters Score -9164342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9164341.000000 Penalty: 1086.369629
	Iteration 220F: 3 clusters Score -9164341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -9164343.000000 Penalty: 1086.369629
	Iteration 221Q: 3 clusters Score -9164343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -9164343.000000 Penalty: 1086.369629
	Iteration 222Q: 3 clusters Score -9164343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -9164345.000000 Penalty: 1086.369629
	Iteration 223Q: 3 clusters Score -9164345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9164311.000000 Penalty: 1086.369629
	Iteration 224Q: 3 clusters Score -9164311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -9164303.000000 Penalty: 1086.369629
	Iteration 225Q: 3 clusters Score -9164303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -9164298.000000 Penalty: 1086.369629
	Iteration 226Q: 3 clusters Score -9164298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9164313.000000 Penalty: 1086.369629
	Iteration 227Q: 3 clusters Score -9164313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148881 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9164314.000000 Penalty: 1086.369629
	Iteration 228Q: 3 clusters Score -9164314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148944 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9164316.000000 Penalty: 1086.369629
	Iteration 229Q: 3 clusters Score -9164316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148997 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9164298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9164298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -9164310.000000 Penalty: 1086.369629
	Iteration 232Q: 3 clusters Score -9164310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9164312.000000 Penalty: 1086.369629
	Iteration 233Q: 3 clusters Score -9164312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9164307.000000 Penalty: 1086.369629
	Iteration 234Q: 3 clusters Score -9164307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -9164292.000000 Penalty: 1086.369629
	Iteration 235Q: 3 clusters Score -9164292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9164280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9164267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9164265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149508 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9164258.000000 Penalty: 1086.369629
	Iteration 239Q: 3 clusters Score -9164258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9164268.000000 Penalty: 1086.369629
	Iteration 240F: 3 clusters Score -9164268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149626 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9164259.000000 Penalty: 1086.369629
	Iteration 241Q: 3 clusters Score -9164259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9164260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9164274.000000 Penalty: 1086.369629
	Iteration 243Q: 3 clusters Score -9164274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9164264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9164264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9164263.000000 Penalty: 1086.369629
	Iteration 246Q: 3 clusters Score -9164263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9164268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9164260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9164265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150091 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9164264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150146 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9164242.000000 Penalty: 1086.369629
	Iteration 251Q: 3 clusters Score -9164242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150201 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9164252.000000 Penalty: 1086.369629
	Iteration 252Q: 3 clusters Score -9164252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9164245.000000 Penalty: 1086.369629
	Iteration 253Q: 3 clusters Score -9164245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9164230.000000 Penalty: 1086.369629
	Iteration 254Q: 3 clusters Score -9164230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9164239.000000 Penalty: 1086.369629
	Iteration 255Q: 3 clusters Score -9164239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150392 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9164233.000000 Penalty: 1086.369629
	Iteration 256Q: 3 clusters Score -9164233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150447 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9164243.000000 Penalty: 1086.369629
	Iteration 257Q: 3 clusters Score -9164243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9164245 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9164228.000000 Penalty: 1086.369629
	Iteration 259Q: 3 clusters Score -9164228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9164237.000000 Penalty: 1086.369629
	Iteration 260F: 3 clusters Score -9164237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9164260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9164239.000000 Penalty: 1086.369629
	Iteration 262Q: 3 clusters Score -9164239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9164230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150790 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9164248.000000 Penalty: 1086.369629
	Iteration 264Q: 3 clusters Score -9164248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9164234.000000 Penalty: 1086.369629
	Iteration 265Q: 3 clusters Score -9164234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9164230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9164233.000000 Penalty: 1086.369629
	Iteration 267Q: 3 clusters Score -9164233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9164211.000000 Penalty: 1086.369629
	Iteration 268Q: 3 clusters Score -9164211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9164223.000000 Penalty: 1086.369629
	Iteration 269Q: 3 clusters Score -9164223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9164216.000000 Penalty: 1086.369629
	Iteration 270Q: 3 clusters Score -9164216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9164234.000000 Penalty: 1086.369629
	Iteration 271Q: 3 clusters Score -9164234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9164238.000000 Penalty: 1086.369629
	Iteration 272Q: 3 clusters Score -9164238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9164240.000000 Penalty: 1086.369629
	Iteration 273Q: 3 clusters Score -9164240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9164224.000000 Penalty: 1086.369629
	Iteration 274Q: 3 clusters Score -9164224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9164213.000000 Penalty: 1086.369629
	Iteration 275Q: 3 clusters Score -9164213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9164206.000000 Penalty: 1086.369629
	Iteration 276Q: 3 clusters Score -9164206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9164220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151503 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9164216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151542 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9164203.000000 Penalty: 1086.369629
	Iteration 279Q: 3 clusters Score -9164203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9164207.000000 Penalty: 1086.369629
	Iteration 280F: 3 clusters Score -9164207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9164200.000000 Penalty: 1086.369629
	Iteration 281Q: 3 clusters Score -9164200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9164196.000000 Penalty: 1086.369629
	Iteration 282Q: 3 clusters Score -9164196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9164221.000000 Penalty: 1086.369629
	Iteration 283Q: 3 clusters Score -9164221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9164219.000000 Penalty: 1086.369629
	Iteration 284Q: 3 clusters Score -9164219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9164229.000000 Penalty: 1086.369629
	Iteration 285Q: 3 clusters Score -9164229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9164225.000000 Penalty: 1086.369629
	Iteration 286Q: 3 clusters Score -9164225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9164226.000000 Penalty: 1086.369629
	Iteration 287Q: 3 clusters Score -9164226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -9164226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151873 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9164234.000000 Penalty: 1086.369629
	Iteration 289Q: 3 clusters Score -9164234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9164247.000000 Penalty: 1086.369629
	Iteration 290Q: 3 clusters Score -9164247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9164256.000000 Penalty: 1086.369629
	Iteration 291Q: 3 clusters Score -9164256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9164265.000000 Penalty: 1086.369629
	Iteration 292Q: 3 clusters Score -9164265 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9164267.000000 Penalty: 1086.369629
	Iteration 293Q: 3 clusters Score -9164267 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9164268.000000 Penalty: 1086.369629
	Iteration 294Q: 3 clusters Score -9164268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9164269.000000 Penalty: 1086.369629
	Iteration 295Q: 3 clusters Score -9164269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9164280.000000 Penalty: 1086.369629
	Iteration 296Q: 3 clusters Score -9164280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9164284.000000 Penalty: 1086.369629
	Iteration 297Q: 3 clusters Score -9164284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9164281.000000 Penalty: 1086.369629
	Iteration 298Q: 3 clusters Score -9164281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9164278.000000 Penalty: 1086.369629
	Iteration 299Q: 3 clusters Score -9164278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9164281.000000 Penalty: 1086.369629
	Iteration 300F: 3 clusters Score -9164281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9164279.000000 Penalty: 1086.369629
	Iteration 301Q: 3 clusters Score -9164279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9164272.000000 Penalty: 1086.369629
	Iteration 302Q: 3 clusters Score -9164272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9164275.000000 Penalty: 1086.369629
	Iteration 303Q: 3 clusters Score -9164275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9164278.000000 Penalty: 1086.369629
	Iteration 304Q: 3 clusters Score -9164278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 305Q: 3 clusters Score -9164282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9164284.000000 Penalty: 1086.369629
	Iteration 306Q: 3 clusters Score -9164284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 307Q: 3 clusters Score -9164282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9164277.000000 Penalty: 1086.369629
	Iteration 308Q: 3 clusters Score -9164277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9164283.000000 Penalty: 1086.369629
	Iteration 309Q: 3 clusters Score -9164283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152130 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9164291.000000 Penalty: 1086.369629
	Iteration 310Q: 3 clusters Score -9164291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9164288.000000 Penalty: 1086.369629
	Iteration 311Q: 3 clusters Score -9164288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9164292.000000 Penalty: 1086.369629
	Iteration 312Q: 3 clusters Score -9164292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9164292.000000 Penalty: 1086.369629
	Iteration 313Q: 3 clusters Score -9164292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9164302.000000 Penalty: 1086.369629
	Iteration 314Q: 3 clusters Score -9164302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9164292.000000 Penalty: 1086.369629
	Iteration 315Q: 3 clusters Score -9164292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9164302.000000 Penalty: 1086.369629
	Iteration 316Q: 3 clusters Score -9164302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9164301.000000 Penalty: 1086.369629
	Iteration 317Q: 3 clusters Score -9164301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9164298.000000 Penalty: 1086.369629
	Iteration 318Q: 3 clusters Score -9164298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9164291.000000 Penalty: 1086.369629
	Iteration 319Q: 3 clusters Score -9164291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9164281.000000 Penalty: 1086.369629
	Iteration 320F: 3 clusters Score -9164281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 321Q: 3 clusters Score -9164282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 322Q: 3 clusters Score -9164282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9164288.000000 Penalty: 1086.369629
	Iteration 323Q: 3 clusters Score -9164288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 324Q: 3 clusters Score -9164282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 325Q: 3 clusters Score -9164282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9164282.000000 Penalty: 1086.369629
	Iteration 326Q: 3 clusters Score -9164282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9164285.000000 Penalty: 1086.369629
	Iteration 327Q: 3 clusters Score -9164285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9164287.000000 Penalty: 1086.369629
	Iteration 328Q: 3 clusters Score -9164287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9164287.000000 Penalty: 1086.369629
	Iteration 329F: 3 clusters Score -9164287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8103.786621 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8103.787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8151.002441 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8151.002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8157.110840 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8157.111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8160.103027 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8160.103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8161.907715 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8161.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8161.907715 Penalty: 464.087830
	Iteration 5F: 3 clusters Score -8161.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6663.446777 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6663.447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6751.000977 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6751.001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6794.610352 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6794.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6859.656738 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6859.657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6877.666016 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6877.666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6890.951172 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6890.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6890.951172 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6890.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -94946.601562 Penalty: 335.773254
	Iteration 0F: 2 clusters Score -94946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -93765.070312 Penalty: 671.546509
	Iteration 0F: 3 clusters Score -93765.07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -94115.546875 Penalty: 671.546509
	Iteration 1F: 3 clusters Score -94115.55 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94176.406250 Penalty: 671.546509
	Iteration 2F: 3 clusters Score -94176.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94208.234375 Penalty: 671.546509
	Iteration 3Q: 3 clusters Score -94208.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94245.406250 Penalty: 671.546509
	Iteration 4Q: 3 clusters Score -94245.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -94295.523438 Penalty: 671.546509
	Iteration 5Q: 3 clusters Score -94295.52 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -94362.125000 Penalty: 671.546509
	Iteration 6F: 3 clusters Score -94362.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -94449.304688 Penalty: 671.546509
	Iteration 7F: 3 clusters Score -94449.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -94539.007812 Penalty: 671.546509
	Iteration 8F: 3 clusters Score -94539.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -94611.203125 Penalty: 671.546509
	Iteration 9Q: 3 clusters Score -94611.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -94685.609375 Penalty: 671.546509
	Iteration 10Q: 3 clusters Score -94685.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -94739.453125 Penalty: 671.546509
	Iteration 11Q: 3 clusters Score -94739.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -94782.750000 Penalty: 671.546509
	Iteration 12Q: 3 clusters Score -94782.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -94815.164062 Penalty: 671.546509
	Iteration 13Q: 3 clusters Score -94815.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -94835.570312 Penalty: 671.546509
	Iteration 14Q: 3 clusters Score -94835.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -94845.234375 Penalty: 671.546509
	Iteration 15Q: 3 clusters Score -94845.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -94848.625000 Penalty: 671.546509
	Iteration 16Q: 3 clusters Score -94848.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -94849.070312 Penalty: 671.546509
	Iteration 17Q: 3 clusters Score -94849.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -94849.070312 Penalty: 671.546509
	Iteration 18F: 3 clusters Score -94849.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Entering Unmasked Estep 
Score: -600228.875000 Penalty: 418.778320
	Iteration 0F: 2 clusters Score -600228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -593694.125000 Penalty: 837.556641
	Iteration 0F: 3 clusters Score -593694.1 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -596263.500000 Penalty: 837.556641
	Iteration 1F: 3 clusters Score -596263.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -596533.750000 Penalty: 837.556641
	Iteration 2F: 3 clusters Score -596533.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -596882.187500 Penalty: 837.556641
	Iteration 3F: 3 clusters Score -596882.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -597321.625000 Penalty: 837.556641
	Iteration 4F: 3 clusters Score -597321.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -597893.250000 Penalty: 837.556641
	Iteration 5F: 3 clusters Score -597893.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -598542.562500 Penalty: 837.556641
	Iteration 6F: 3 clusters Score -598542.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -599081.062500 Penalty: 837.556641
	Iteration 7F: 3 clusters Score -599081.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -599328.250000 Penalty: 837.556641
	Iteration 8Q: 3 clusters Score -599328.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -599424.875000 Penalty: 837.556641
	Iteration 9Q: 3 clusters Score -599424.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -599468.687500 Penalty: 837.556641
	Iteration 10Q: 3 clusters Score -599468.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -599504.750000 Penalty: 837.556641
	Iteration 11Q: 3 clusters Score -599504.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -599547.562500 Penalty: 837.556641
	Iteration 12Q: 3 clusters Score -599547.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -599590.687500 Penalty: 837.556641
	Iteration 13Q: 3 clusters Score -599590.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -599624.562500 Penalty: 837.556641
	Iteration 14Q: 3 clusters Score -599624.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -599651.562500 Penalty: 837.556641
	Iteration 15Q: 3 clusters Score -599651.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -599680.875000 Penalty: 837.556641
	Iteration 16Q: 3 clusters Score -599680.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -599703.937500 Penalty: 837.556641
	Iteration 17Q: 3 clusters Score -599703.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -599718.187500 Penalty: 837.556641
	Iteration 18Q: 3 clusters Score -599718.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -599732.000000 Penalty: 837.556641
	Iteration 19Q: 3 clusters Score -599732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -599739.500000 Penalty: 837.556641
	Iteration 20F: 3 clusters Score -599739.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -599748.500000 Penalty: 837.556641
	Iteration 21Q: 3 clusters Score -599748.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -599757.312500 Penalty: 837.556641
	Iteration 22Q: 3 clusters Score -599757.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -599767.375000 Penalty: 837.556641
	Iteration 23Q: 3 clusters Score -599767.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -599776.250000 Penalty: 837.556641
	Iteration 24Q: 3 clusters Score -599776.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -599781.812500 Penalty: 837.556641
	Iteration 25Q: 3 clusters Score -599781.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -599792.187500 Penalty: 837.556641
	Iteration 26Q: 3 clusters Score -599792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -599797.937500 Penalty: 837.556641
	Iteration 27Q: 3 clusters Score -599797.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -599805.562500 Penalty: 837.556641
	Iteration 28Q: 3 clusters Score -599805.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -599813.875000 Penalty: 837.556641
	Iteration 29Q: 3 clusters Score -599813.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -599820.812500 Penalty: 837.556641
	Iteration 30Q: 3 clusters Score -599820.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -599829.937500 Penalty: 837.556641
	Iteration 31Q: 3 clusters Score -599829.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -599837.687500 Penalty: 837.556641
	Iteration 32Q: 3 clusters Score -599837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -599844.687500 Penalty: 837.556641
	Iteration 33Q: 3 clusters Score -599844.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -599850.562500 Penalty: 837.556641
	Iteration 34Q: 3 clusters Score -599850.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -599854.062500 Penalty: 837.556641
	Iteration 35Q: 3 clusters Score -599854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -599856.562500 Penalty: 837.556641
	Iteration 36Q: 3 clusters Score -599856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -599858.062500 Penalty: 837.556641
	Iteration 37Q: 3 clusters Score -599858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -599862.312500 Penalty: 837.556641
	Iteration 38Q: 3 clusters Score -599862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -599864.437500 Penalty: 837.556641
	Iteration 39Q: 3 clusters Score -599864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -599865.687500 Penalty: 837.556641
	Iteration 40F: 3 clusters Score -599865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -599868.687500 Penalty: 837.556641
	Iteration 41Q: 3 clusters Score -599868.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -599872.062500 Penalty: 837.556641
	Iteration 42Q: 3 clusters Score -599872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -599872.625000 Penalty: 837.556641
	Iteration 43Q: 3 clusters Score -599872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -599873.062500 Penalty: 837.556641
	Iteration 44Q: 3 clusters Score -599873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -599872.500000 Penalty: 837.556641
	Iteration 45Q: 3 clusters Score -599872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -599871.937500 Penalty: 837.556641
	Iteration 46Q: 3 clusters Score -599871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -599871.937500 Penalty: 837.556641
	Iteration 47Q: 3 clusters Score -599871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -599871.937500 Penalty: 837.556641
	Iteration 48F: 3 clusters Score -599871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16255.443359 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16255.44 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16359.730469 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16359.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16393.044922 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16393.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16411.955078 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -16411.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16420.328125 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16420.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16428.523438 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16428.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16435.703125 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16439.941406 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16439.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16440.371094 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16440.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16440.771484 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16440.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16440.771484 Penalty: 516.584595
	Iteration 10F: 3 clusters Score -16440.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -135122.187500 Penalty: 357.532990
	Iteration 0F: 2 clusters Score -135122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -133260.921875 Penalty: 715.065979
	Iteration 0F: 3 clusters Score -133260.9 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -133969.875000 Penalty: 715.065979
	Iteration 1F: 3 clusters Score -133969.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -134154.203125 Penalty: 715.065979
	Iteration 2F: 3 clusters Score -134154.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -134281.046875 Penalty: 715.065979
	Iteration 3F: 3 clusters Score -134281 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -134373.828125 Penalty: 715.065979
	Iteration 4F: 3 clusters Score -134373.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -134459.859375 Penalty: 715.065979
	Iteration 5Q: 3 clusters Score -134459.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -134538.046875 Penalty: 715.065979
	Iteration 6Q: 3 clusters Score -134538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -134633.609375 Penalty: 715.065979
	Iteration 7Q: 3 clusters Score -134633.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -134716.062500 Penalty: 715.065979
	Iteration 8Q: 3 clusters Score -134716.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -134788.937500 Penalty: 715.065979
	Iteration 9Q: 3 clusters Score -134788.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134850.968750 Penalty: 715.065979
	Iteration 10Q: 3 clusters Score -134851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134912.453125 Penalty: 715.065979
	Iteration 11Q: 3 clusters Score -134912.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134954.359375 Penalty: 715.065979
	Iteration 12Q: 3 clusters Score -134954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -134980.546875 Penalty: 715.065979
	Iteration 13Q: 3 clusters Score -134980.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -134999.093750 Penalty: 715.065979
	Iteration 14Q: 3 clusters Score -134999.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135004.890625 Penalty: 715.065979
	Iteration 15Q: 3 clusters Score -135004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -135008.921875 Penalty: 715.065979
	Iteration 16Q: 3 clusters Score -135008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135014.484375 Penalty: 715.065979
	Iteration 17Q: 3 clusters Score -135014.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135022.328125 Penalty: 715.065979
	Iteration 18Q: 3 clusters Score -135022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135027.656250 Penalty: 715.065979
	Iteration 19Q: 3 clusters Score -135027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135033.609375 Penalty: 715.065979
	Iteration 20F: 3 clusters Score -135033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135037.140625 Penalty: 715.065979
	Iteration 21Q: 3 clusters Score -135037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135039.250000 Penalty: 715.065979
	Iteration 22Q: 3 clusters Score -135039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135041.156250 Penalty: 715.065979
	Iteration 23Q: 3 clusters Score -135041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135041.234375 Penalty: 715.065979
	Iteration 24Q: 3 clusters Score -135041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135041.671875 Penalty: 715.065979
	Iteration 25Q: 3 clusters Score -135041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135042.000000 Penalty: 715.065979
	Iteration 26Q: 3 clusters Score -135042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135042.406250 Penalty: 715.065979
	Iteration 27Q: 3 clusters Score -135042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135043.906250 Penalty: 715.065979
	Iteration 28Q: 3 clusters Score -135043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135045.875000 Penalty: 715.065979
	Iteration 29Q: 3 clusters Score -135045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135047.984375 Penalty: 715.065979
	Iteration 30Q: 3 clusters Score -135048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135049.343750 Penalty: 715.065979
	Iteration 31Q: 3 clusters Score -135049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135050.890625 Penalty: 715.065979
	Iteration 32Q: 3 clusters Score -135050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135052.656250 Penalty: 715.065979
	Iteration 33Q: 3 clusters Score -135052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135054.421875 Penalty: 715.065979
	Iteration 34Q: 3 clusters Score -135054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135056.828125 Penalty: 715.065979
	Iteration 35Q: 3 clusters Score -135056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135057.906250 Penalty: 715.065979
	Iteration 36Q: 3 clusters Score -135057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135059.453125 Penalty: 715.065979
	Iteration 37Q: 3 clusters Score -135059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135061.906250 Penalty: 715.065979
	Iteration 38Q: 3 clusters Score -135061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135063.000000 Penalty: 715.065979
	Iteration 39Q: 3 clusters Score -135063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135065.281250 Penalty: 715.065979
	Iteration 40F: 3 clusters Score -135065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135067.187500 Penalty: 715.065979
	Iteration 41Q: 3 clusters Score -135067.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135072.859375 Penalty: 715.065979
	Iteration 42Q: 3 clusters Score -135072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135075.265625 Penalty: 715.065979
	Iteration 43Q: 3 clusters Score -135075.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135076.828125 Penalty: 715.065979
	Iteration 44Q: 3 clusters Score -135076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135077.859375 Penalty: 715.065979
	Iteration 45Q: 3 clusters Score -135077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135078.296875 Penalty: 715.065979
	Iteration 46Q: 3 clusters Score -135078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135081.781250 Penalty: 715.065979
	Iteration 47Q: 3 clusters Score -135081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135092.828125 Penalty: 715.065979
	Iteration 48Q: 3 clusters Score -135092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135098.375000 Penalty: 715.065979
	Iteration 49Q: 3 clusters Score -135098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135104.109375 Penalty: 715.065979
	Iteration 50Q: 3 clusters Score -135104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -135107.500000 Penalty: 715.065979
	Iteration 51Q: 3 clusters Score -135107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135108.468750 Penalty: 715.065979
	Iteration 52Q: 3 clusters Score -135108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135109.390625 Penalty: 715.065979
	Iteration 53Q: 3 clusters Score -135109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135109.390625 Penalty: 715.065979
	Iteration 54F: 3 clusters Score -135109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -183276.453125 Penalty: 366.118011
	Iteration 0F: 2 clusters Score -183276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -181111.578125 Penalty: 732.236023
	Iteration 0F: 3 clusters Score -181111.6 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -181913.796875 Penalty: 732.236023
	Iteration 1F: 3 clusters Score -181913.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -182024.031250 Penalty: 732.236023
	Iteration 2F: 3 clusters Score -182024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -182137.437500 Penalty: 732.236023
	Iteration 3F: 3 clusters Score -182137.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -182275.125000 Penalty: 732.236023
	Iteration 4F: 3 clusters Score -182275.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -182414.031250 Penalty: 732.236023
	Iteration 5F: 3 clusters Score -182414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -182531.843750 Penalty: 732.236023
	Iteration 6F: 3 clusters Score -182531.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -182630.875000 Penalty: 732.236023
	Iteration 7Q: 3 clusters Score -182630.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -182757.390625 Penalty: 732.236023
	Iteration 8Q: 3 clusters Score -182757.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -182868.453125 Penalty: 732.236023
	Iteration 9Q: 3 clusters Score -182868.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -182934.890625 Penalty: 732.236023
	Iteration 10Q: 3 clusters Score -182934.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -182987.296875 Penalty: 732.236023
	Iteration 11Q: 3 clusters Score -182987.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -183026.328125 Penalty: 732.236023
	Iteration 12Q: 3 clusters Score -183026.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -183060.921875 Penalty: 732.236023
	Iteration 13Q: 3 clusters Score -183060.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -183081.187500 Penalty: 732.236023
	Iteration 14Q: 3 clusters Score -183081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -183090.015625 Penalty: 732.236023
	Iteration 15Q: 3 clusters Score -183090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -183092.906250 Penalty: 732.236023
	Iteration 16Q: 3 clusters Score -183092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -183094.609375 Penalty: 732.236023
	Iteration 17Q: 3 clusters Score -183094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -183095.250000 Penalty: 732.236023
	Iteration 18Q: 3 clusters Score -183095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -183095.890625 Penalty: 732.236023
	Iteration 19Q: 3 clusters Score -183095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -183096.468750 Penalty: 732.236023
	Iteration 20F: 3 clusters Score -183096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -183097.109375 Penalty: 732.236023
	Iteration 21Q: 3 clusters Score -183097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -183097.375000 Penalty: 732.236023
	Iteration 22Q: 3 clusters Score -183097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -183097.781250 Penalty: 732.236023
	Iteration 23Q: 3 clusters Score -183097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -183098.406250 Penalty: 732.236023
	Iteration 24Q: 3 clusters Score -183098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -183098.234375 Penalty: 732.236023
	Iteration 25Q: 3 clusters Score -183098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -183098.234375 Penalty: 732.236023
	Iteration 26F: 3 clusters Score -183098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9689.945312 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9689.945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9790.092773 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9790.093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9819.376953 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9819.377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9831.041992 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9831.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9834.620117 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9834.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9837.137695 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9837.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9837.137695 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -9837.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 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 298 members 
Entering Unmasked Estep 
Score: -34037.859375 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34037.86 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34258.539062 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34258.54 nChanged 52
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: -34332.214844 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34332.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34365.320312 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34365.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34393.808594 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34393.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34429.816406 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34429.82 nChanged 15
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: -34444.847656 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34444.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34458.632812 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34458.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34471.070312 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34471.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34475.902344 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34477.632812 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34477.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34478.785156 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34478.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34478.785156 Penalty: 579.035522
	Iteration 12F: 3 clusters Score -34478.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4858.621094 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4858.621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4961.313477 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4961.313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5005.915039 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -5005.915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5024.105469 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -5024.105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5037.333984 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -5037.334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5050.817383 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -5050.817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5057.259766 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -5057.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5060.314941 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -5060.315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5067.346191 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -5067.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5067.346191 Penalty: 473.063202
	Iteration 9F: 3 clusters Score -5067.346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28979.662109 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -28979.66 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29133.513672 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29133.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29194.628906 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29194.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29235.728516 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -29235.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29262.396484 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29278.564453 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29278.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29286.070312 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29286.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29293.902344 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29299.849609 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29299.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29304.640625 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29304.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29308.289062 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29308.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29313.693359 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -29313.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29317.205078 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -29317.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29325.343750 Penalty: 564.061584
	Iteration 13Q: 3 clusters Score -29325.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29336.830078 Penalty: 564.061584
	Iteration 14Q: 3 clusters Score -29336.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29340.265625 Penalty: 564.061584
	Iteration 15Q: 3 clusters Score -29340.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29347.136719 Penalty: 564.061584
	Iteration 16Q: 3 clusters Score -29347.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29351.214844 Penalty: 564.061584
	Iteration 17Q: 3 clusters Score -29351.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -29357.335938 Penalty: 564.061584
	Iteration 18Q: 3 clusters Score -29357.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29385.351562 Penalty: 564.061584
	Iteration 19Q: 3 clusters Score -29385.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29397.533203 Penalty: 564.061584
	Iteration 20F: 3 clusters Score -29397.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29412.921875 Penalty: 564.061584
	Iteration 21Q: 3 clusters Score -29412.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29414.300781 Penalty: 564.061584
	Iteration 22Q: 3 clusters Score -29414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29416.193359 Penalty: 564.061584
	Iteration 23Q: 3 clusters Score -29416.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29418.982422 Penalty: 564.061584
	Iteration 24Q: 3 clusters Score -29418.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29428.863281 Penalty: 564.061584
	Iteration 25Q: 3 clusters Score -29428.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29440.511719 Penalty: 564.061584
	Iteration 26Q: 3 clusters Score -29440.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29443.017578 Penalty: 564.061584
	Iteration 27Q: 3 clusters Score -29443.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29444.283203 Penalty: 564.061584
	Iteration 28Q: 3 clusters Score -29444.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29445.626953 Penalty: 564.061584
	Iteration 29Q: 3 clusters Score -29445.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29450.927734 Penalty: 564.061584
	Iteration 30Q: 3 clusters Score -29450.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29450.927734 Penalty: 564.061584
	Iteration 31F: 3 clusters Score -29450.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -48891.816406 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48891.82 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49115.406250 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49115.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49174.316406 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49174.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49210.101562 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49210.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49240.671875 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49240.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49271.082031 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -49271.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49294.871094 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49294.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49319.742188 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49319.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49347.960938 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49347.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49378.601562 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49378.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49404.906250 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49404.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49425.960938 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49425.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49434.894531 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49434.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49439.128906 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49439.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49439.894531 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49439.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49440.136719 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -49440.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49440.136719 Penalty: 605.762085
	Iteration 16F: 3 clusters Score -49440.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -356422.093750 Penalty: 396.265656
	Iteration 0F: 2 clusters Score -356422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -352386.531250 Penalty: 792.531311
	Iteration 0F: 3 clusters Score -352386.5 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -353772.437500 Penalty: 792.531311
	Iteration 1F: 3 clusters Score -353772.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -353868.593750 Penalty: 792.531311
	Iteration 2Q: 3 clusters Score -353868.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -354000.093750 Penalty: 792.531311
	Iteration 3Q: 3 clusters Score -354000.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -354164.218750 Penalty: 792.531311
	Iteration 4F: 3 clusters Score -354164.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -354361.593750 Penalty: 792.531311
	Iteration 5F: 3 clusters Score -354361.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -354577.281250 Penalty: 792.531311
	Iteration 6F: 3 clusters Score -354577.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -354799.843750 Penalty: 792.531311
	Iteration 7F: 3 clusters Score -354799.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -355007.968750 Penalty: 792.531311
	Iteration 8F: 3 clusters Score -355008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -355156.843750 Penalty: 792.531311
	Iteration 9Q: 3 clusters Score -355156.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -355263.281250 Penalty: 792.531311
	Iteration 10Q: 3 clusters Score -355263.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -355321.593750 Penalty: 792.531311
	Iteration 11Q: 3 clusters Score -355321.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -355361.062500 Penalty: 792.531311
	Iteration 12Q: 3 clusters Score -355361.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -355385.250000 Penalty: 792.531311
	Iteration 13Q: 3 clusters Score -355385.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -355406.593750 Penalty: 792.531311
	Iteration 14Q: 3 clusters Score -355406.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -355429.125000 Penalty: 792.531311
	Iteration 15Q: 3 clusters Score -355429.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -355447.375000 Penalty: 792.531311
	Iteration 16Q: 3 clusters Score -355447.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -355467.125000 Penalty: 792.531311
	Iteration 17Q: 3 clusters Score -355467.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -355484.843750 Penalty: 792.531311
	Iteration 18Q: 3 clusters Score -355484.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -355498.656250 Penalty: 792.531311
	Iteration 19Q: 3 clusters Score -355498.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355510.375000 Penalty: 792.531311
	Iteration 20F: 3 clusters Score -355510.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -355522.000000 Penalty: 792.531311
	Iteration 21Q: 3 clusters Score -355522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -355536.250000 Penalty: 792.531311
	Iteration 22Q: 3 clusters Score -355536.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -355546.531250 Penalty: 792.531311
	Iteration 23Q: 3 clusters Score -355546.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -355558.875000 Penalty: 792.531311
	Iteration 24Q: 3 clusters Score -355558.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -355571.406250 Penalty: 792.531311
	Iteration 25Q: 3 clusters Score -355571.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -355581.250000 Penalty: 792.531311
	Iteration 26Q: 3 clusters Score -355581.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -355596.093750 Penalty: 792.531311
	Iteration 27Q: 3 clusters Score -355596.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -355611.375000 Penalty: 792.531311
	Iteration 28Q: 3 clusters Score -355611.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -355629.187500 Penalty: 792.531311
	Iteration 29Q: 3 clusters Score -355629.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -355647.687500 Penalty: 792.531311
	Iteration 30Q: 3 clusters Score -355647.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -355668.312500 Penalty: 792.531311
	Iteration 31Q: 3 clusters Score -355668.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -355689.218750 Penalty: 792.531311
	Iteration 32Q: 3 clusters Score -355689.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -355710.000000 Penalty: 792.531311
	Iteration 33Q: 3 clusters Score -355710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -355736.187500 Penalty: 792.531311
	Iteration 34Q: 3 clusters Score -355736.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -355761.718750 Penalty: 792.531311
	Iteration 35Q: 3 clusters Score -355761.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -355781.781250 Penalty: 792.531311
	Iteration 36Q: 3 clusters Score -355781.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -355796.187500 Penalty: 792.531311
	Iteration 37Q: 3 clusters Score -355796.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -355812.093750 Penalty: 792.531311
	Iteration 38Q: 3 clusters Score -355812.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -355822.000000 Penalty: 792.531311
	Iteration 39Q: 3 clusters Score -355822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -355831.125000 Penalty: 792.531311
	Iteration 40F: 3 clusters Score -355831.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -355841.468750 Penalty: 792.531311
	Iteration 41Q: 3 clusters Score -355841.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -355855.125000 Penalty: 792.531311
	Iteration 42Q: 3 clusters Score -355855.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -355869.906250 Penalty: 792.531311
	Iteration 43Q: 3 clusters Score -355869.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -355879.718750 Penalty: 792.531311
	Iteration 44Q: 3 clusters Score -355879.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -355892.875000 Penalty: 792.531311
	Iteration 45Q: 3 clusters Score -355892.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -355906.656250 Penalty: 792.531311
	Iteration 46Q: 3 clusters Score -355906.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -355918.625000 Penalty: 792.531311
	Iteration 47Q: 3 clusters Score -355918.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -355928.781250 Penalty: 792.531311
	Iteration 48Q: 3 clusters Score -355928.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -355940.500000 Penalty: 792.531311
	Iteration 49Q: 3 clusters Score -355940.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -355957.187500 Penalty: 792.531311
	Iteration 50Q: 3 clusters Score -355957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -355974.062500 Penalty: 792.531311
	Iteration 51Q: 3 clusters Score -355974.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -355992.031250 Penalty: 792.531311
	Iteration 52Q: 3 clusters Score -355992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -356006.718750 Penalty: 792.531311
	Iteration 53Q: 3 clusters Score -356006.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -356021.781250 Penalty: 792.531311
	Iteration 54Q: 3 clusters Score -356021.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -356034.531250 Penalty: 792.531311
	Iteration 55Q: 3 clusters Score -356034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -356042.437500 Penalty: 792.531311
	Iteration 56Q: 3 clusters Score -356042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -356053.125000 Penalty: 792.531311
	Iteration 57Q: 3 clusters Score -356053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -356063.656250 Penalty: 792.531311
	Iteration 58Q: 3 clusters Score -356063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -356068.093750 Penalty: 792.531311
	Iteration 59Q: 3 clusters Score -356068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -356072.343750 Penalty: 792.531311
	Iteration 60F: 3 clusters Score -356072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -356073.687500 Penalty: 792.531311
	Iteration 61Q: 3 clusters Score -356073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -356074.437500 Penalty: 792.531311
	Iteration 62Q: 3 clusters Score -356074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -356076.093750 Penalty: 792.531311
	Iteration 63Q: 3 clusters Score -356076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -356077.781250 Penalty: 792.531311
	Iteration 64Q: 3 clusters Score -356077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -356078.218750 Penalty: 792.531311
	Iteration 65Q: 3 clusters Score -356078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -356078.593750 Penalty: 792.531311
	Iteration 66Q: 3 clusters Score -356078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -356078.593750 Penalty: 792.531311
	Iteration 67F: 3 clusters Score -356078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50381.789062 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50381.79 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50626.035156 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50626.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -50692.968750 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50692.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -50756.074219 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50756.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50814.078125 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -50814.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50839.800781 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50856.382812 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50856.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50864.542969 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50864.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50868.738281 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50868.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50871.144531 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50871.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50872.976562 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50872.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50874.601562 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50875.003906 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50876.871094 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50876.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50877.730469 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50877.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50877.949219 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50877.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -50878.484375 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50878.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50879.386719 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -50879.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50881.062500 Penalty: 615.303101
	Iteration 18Q: 3 clusters Score -50881.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -50881.687500 Penalty: 615.303101
	Iteration 19Q: 3 clusters Score -50881.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50882.566406 Penalty: 615.303101
	Iteration 20F: 3 clusters Score -50882.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50883.445312 Penalty: 615.303101
	Iteration 21Q: 3 clusters Score -50883.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50883.550781 Penalty: 615.303101
	Iteration 22Q: 3 clusters Score -50883.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50883.550781 Penalty: 615.303101
	Iteration 23F: 3 clusters Score -50883.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13306.787109 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13306.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13388.525391 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13388.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13430.469727 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13430.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13475.959961 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -13475.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13500.577148 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13500.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13510.978516 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13510.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13515.709961 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13515.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13521.421875 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13521.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13531.538086 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13531.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13545.148438 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -13545.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13553.680664 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -13553.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13559.498047 Penalty: 491.643646
	Iteration 11Q: 3 clusters Score -13559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13568.739258 Penalty: 491.643646
	Iteration 12Q: 3 clusters Score -13568.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13572.276367 Penalty: 491.643646
	Iteration 13Q: 3 clusters Score -13572.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13575.603516 Penalty: 491.643646
	Iteration 14Q: 3 clusters Score -13575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13583.379883 Penalty: 491.643646
	Iteration 15Q: 3 clusters Score -13583.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13585.504883 Penalty: 491.643646
	Iteration 16Q: 3 clusters Score -13585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13587.879883 Penalty: 491.643646
	Iteration 17Q: 3 clusters Score -13587.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13593.383789 Penalty: 491.643646
	Iteration 18Q: 3 clusters Score -13593.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13595.722656 Penalty: 491.643646
	Iteration 19Q: 3 clusters Score -13595.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13611.703125 Penalty: 491.643646
	Iteration 20F: 3 clusters Score -13611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13625.047852 Penalty: 491.643646
	Iteration 21Q: 3 clusters Score -13625.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13625.697266 Penalty: 491.643646
	Iteration 22Q: 3 clusters Score -13625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13625.697266 Penalty: 491.643646
	Iteration 23F: 3 clusters Score -13625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 134 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 88 members 
Entering Unmasked Estep 
Score: -58210296.000000 Penalty: 52866.046875
Splitting cluster 36 changes total score from -58210748.000000 to -58210296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13213.087891 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13213.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12888.231445 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -12888.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12998.950195 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -12998.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13037.326172 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13037.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13045.058594 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -13045.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13056.409180 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -13056.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13063.536133 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13063.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13069.449219 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13069.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13076.392578 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13076.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13078.081055 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13078.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13079.568359 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13079.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13080.460938 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13080.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13081.514648 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13081.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13083.492188 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13083.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13087.387695 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13087.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13094.280273 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -13094.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13095.671875 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -13095.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13096.600586 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -13096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13099.378906 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -13099.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13100.002930 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -13100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13105.213867 Penalty: 512.765869
	Iteration 19F: 3 clusters Score -13105.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13111.312500 Penalty: 512.765869
	Iteration 20F: 3 clusters Score -13111.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13112.258789 Penalty: 512.765869
	Iteration 21Q: 3 clusters Score -13112.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13113.617188 Penalty: 512.765869
	Iteration 22Q: 3 clusters Score -13113.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13115.508789 Penalty: 512.765869
	Iteration 23Q: 3 clusters Score -13115.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13116.824219 Penalty: 512.765869
	Iteration 24Q: 3 clusters Score -13116.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13121.368164 Penalty: 512.765869
	Iteration 25Q: 3 clusters Score -13121.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13121.368164 Penalty: 512.765869
	Iteration 26F: 3 clusters Score -13121.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 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 118 members 
Entering Unmasked Estep 
Score: -11487.458008 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11487.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11603.839844 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11603.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11682.493164 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11682.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11729.799805 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11729.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11762.176758 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11762.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11817.319336 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11817.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11883.536133 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11883.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11943.916992 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -11943.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11960.246094 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -11960.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11966.786133 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -11966.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11970.249023 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -11970.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12026.126953 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -12026.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12077.923828 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -12077.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12110.868164 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -12110.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12114.058594 Penalty: 502.088196
	Iteration 14Q: 3 clusters Score -12114.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12114.058594 Penalty: 502.088196
	Iteration 15F: 3 clusters Score -12114.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 158 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 91 members 
Entering Unmasked Estep 
Score: -58210592.000000 Penalty: 52866.046875
Splitting cluster 38 changes total score from -58210748.000000 to -58210592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10400.104492 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10400.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10478.691406 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10478.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10520.422852 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10520.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10557.780273 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10557.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10621.121094 Penalty: 477.479187
	Iteration 4F: 3 clusters Score -10621.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10652.058594 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -10652.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10688.455078 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10688.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10747.058594 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10747.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10766.785156 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10766.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10771.182617 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10771.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10781.124023 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10781.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10786.664062 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -10786.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10789.849609 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -10789.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10789.849609 Penalty: 477.479187
	Iteration 13F: 3 clusters Score -10789.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 81 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 109 members 
Entering Unmasked Estep 
Score: -58210388.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58210748.000000 to -58210388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -40874.265625 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -40874.27 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 359 members 
Entering Unmasked Estep 
Score: -40256.054688 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -40256.05 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40398.460938 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -40398.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40424.464844 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -40424.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40445.429688 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -40445.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40457.921875 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -40457.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40471.808594 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -40471.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40483.488281 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -40483.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40491.414062 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -40491.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40500.714844 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -40500.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40505.453125 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -40505.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40508.351562 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -40508.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40509.621094 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -40509.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40511.246094 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -40511.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40511.246094 Penalty: 597.310852
	Iteration 13F: 3 clusters Score -40511.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10044.696289 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10044.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10138.965820 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10138.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10194.751953 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10194.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10241.442383 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -10241.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10258.704102 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10267.677734 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10267.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10300.953125 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10300.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10353.509766 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10353.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10384.202148 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -10384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10426.206055 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -10426.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10426.206055 Penalty: 473.063202
	Iteration 10F: 3 clusters Score -10426.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 110 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 71 members 
Entering Unmasked Estep 
Score: -58210396.000000 Penalty: 52866.046875
Splitting cluster 41 changes total score from -58210748.000000 to -58210396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35071.882812 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35071.88 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35272.832031 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35272.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35356.531250 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35356.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35414.218750 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35414.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35449.480469 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35449.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35459.628906 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35459.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35467.351562 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35467.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35474.410156 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35474.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35480.636719 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35480.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35489.992188 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35489.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35494.417969 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35494.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35500.765625 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35500.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35507.515625 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35507.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35520.781250 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35520.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35535.492188 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35535.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35549.066406 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35549.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35560.921875 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35560.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35571.277344 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35571.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35584.757812 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35584.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35596.062500 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35596.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35605.312500 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35605.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35608.937500 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35608.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35611.433594 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35611.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35615.070312 Penalty: 581.511902
	Iteration 23Q: 3 clusters Score -35615.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35616.550781 Penalty: 581.511902
	Iteration 24Q: 3 clusters Score -35616.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35617.480469 Penalty: 581.511902
	Iteration 25Q: 3 clusters Score -35617.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35618.140625 Penalty: 581.511902
	Iteration 26Q: 3 clusters Score -35618.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35618.460938 Penalty: 581.511902
	Iteration 27Q: 3 clusters Score -35618.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35618.683594 Penalty: 581.511902
	Iteration 28Q: 3 clusters Score -35618.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35618.875000 Penalty: 581.511902
	Iteration 29Q: 3 clusters Score -35618.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35618.875000 Penalty: 581.511902
	Iteration 30F: 3 clusters Score -35618.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9264.784180 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9264.784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9330.637695 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9330.638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9361.788086 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9361.788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9402.433594 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -9402.434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9456.244141 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -9456.244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9482.445312 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -9482.445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9506.724609 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -9506.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9512.547852 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -9512.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9517.305664 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -9517.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9517.305664 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -9517.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10463.738281 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10463.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10570.487305 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10570.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10611.565430 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10611.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10631.463867 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10631.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10637.911133 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10637.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10650.181641 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10650.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10668.466797 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10668.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10678.578125 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -10678.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10679.572266 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -10679.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10679.572266 Penalty: 472.559082
	Iteration 9F: 3 clusters Score -10679.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44883.218750 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44883.22 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45186.175781 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45186.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45318.527344 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45318.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45411.218750 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45411.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45444.894531 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -45444.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45464.523438 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45464.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45475.156250 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45475.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45483.878906 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45483.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45485.523438 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45485.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45485.929688 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45485.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45485.929688 Penalty: 608.640259
	Iteration 10F: 3 clusters Score -45485.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14005.498047 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14005.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14095.367188 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14095.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14146.766602 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14146.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14179.201172 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -14179.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14208.575195 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14208.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14225.432617 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14225.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14260.243164 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14260.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14277.246094 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14277.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14277.246094 Penalty: 500.614502
	Iteration 8F: 3 clusters Score -14277.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -227187.578125 Penalty: 375.415100
	Iteration 0F: 2 clusters Score -227187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -224587.828125 Penalty: 750.830200
	Iteration 0F: 3 clusters Score -224587.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -225597.859375 Penalty: 750.830200
	Iteration 1F: 3 clusters Score -225597.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -225826.421875 Penalty: 750.830200
	Iteration 2F: 3 clusters Score -225826.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -226029.453125 Penalty: 750.830200
	Iteration 3F: 3 clusters Score -226029.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226248.250000 Penalty: 750.830200
	Iteration 4F: 3 clusters Score -226248.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -226408.921875 Penalty: 750.830200
	Iteration 5F: 3 clusters Score -226408.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -226509.156250 Penalty: 750.830200
	Iteration 6Q: 3 clusters Score -226509.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -226563.671875 Penalty: 750.830200
	Iteration 7Q: 3 clusters Score -226563.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -226612.531250 Penalty: 750.830200
	Iteration 8Q: 3 clusters Score -226612.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -226649.031250 Penalty: 750.830200
	Iteration 9Q: 3 clusters Score -226649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -226677.843750 Penalty: 750.830200
	Iteration 10Q: 3 clusters Score -226677.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -226699.593750 Penalty: 750.830200
	Iteration 11Q: 3 clusters Score -226699.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -226720.828125 Penalty: 750.830200
	Iteration 12Q: 3 clusters Score -226720.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -226739.828125 Penalty: 750.830200
	Iteration 13Q: 3 clusters Score -226739.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -226765.578125 Penalty: 750.830200
	Iteration 14Q: 3 clusters Score -226765.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226800.343750 Penalty: 750.830200
	Iteration 15Q: 3 clusters Score -226800.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -226839.187500 Penalty: 750.830200
	Iteration 16Q: 3 clusters Score -226839.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -226880.265625 Penalty: 750.830200
	Iteration 17Q: 3 clusters Score -226880.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -226905.937500 Penalty: 750.830200
	Iteration 18Q: 3 clusters Score -226905.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226926.843750 Penalty: 750.830200
	Iteration 19Q: 3 clusters Score -226926.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -226943.937500 Penalty: 750.830200
	Iteration 20F: 3 clusters Score -226943.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226957.687500 Penalty: 750.830200
	Iteration 21Q: 3 clusters Score -226957.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226970.031250 Penalty: 750.830200
	Iteration 22Q: 3 clusters Score -226970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226978.312500 Penalty: 750.830200
	Iteration 23Q: 3 clusters Score -226978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -226982.953125 Penalty: 750.830200
	Iteration 24Q: 3 clusters Score -226983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -226985.250000 Penalty: 750.830200
	Iteration 25Q: 3 clusters Score -226985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226987.109375 Penalty: 750.830200
	Iteration 26Q: 3 clusters Score -226987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226988.859375 Penalty: 750.830200
	Iteration 27Q: 3 clusters Score -226988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -226990.171875 Penalty: 750.830200
	Iteration 28Q: 3 clusters Score -226990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -226992.015625 Penalty: 750.830200
	Iteration 29Q: 3 clusters Score -226992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226993.343750 Penalty: 750.830200
	Iteration 30Q: 3 clusters Score -226993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226996.515625 Penalty: 750.830200
	Iteration 31Q: 3 clusters Score -226996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -226998.875000 Penalty: 750.830200
	Iteration 32Q: 3 clusters Score -226998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227002.625000 Penalty: 750.830200
	Iteration 33Q: 3 clusters Score -227002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227006.562500 Penalty: 750.830200
	Iteration 34Q: 3 clusters Score -227006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227010.562500 Penalty: 750.830200
	Iteration 35Q: 3 clusters Score -227010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -227014.187500 Penalty: 750.830200
	Iteration 36Q: 3 clusters Score -227014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -227017.750000 Penalty: 750.830200
	Iteration 37Q: 3 clusters Score -227017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -227020.671875 Penalty: 750.830200
	Iteration 38Q: 3 clusters Score -227020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -227022.640625 Penalty: 750.830200
	Iteration 39Q: 3 clusters Score -227022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227023.281250 Penalty: 750.830200
	Iteration 40F: 3 clusters Score -227023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -227025.156250 Penalty: 750.830200
	Iteration 41Q: 3 clusters Score -227025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -227027.500000 Penalty: 750.830200
	Iteration 42Q: 3 clusters Score -227027.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -227030.531250 Penalty: 750.830200
	Iteration 43Q: 3 clusters Score -227030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -227033.671875 Penalty: 750.830200
	Iteration 44Q: 3 clusters Score -227033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -227037.343750 Penalty: 750.830200
	Iteration 45Q: 3 clusters Score -227037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227039.296875 Penalty: 750.830200
	Iteration 46Q: 3 clusters Score -227039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -227040.515625 Penalty: 750.830200
	Iteration 47Q: 3 clusters Score -227040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -227041.109375 Penalty: 750.830200
	Iteration 48Q: 3 clusters Score -227041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -227042.453125 Penalty: 750.830200
	Iteration 49Q: 3 clusters Score -227042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -227042.796875 Penalty: 750.830200
	Iteration 50Q: 3 clusters Score -227042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -227043.265625 Penalty: 750.830200
	Iteration 51Q: 3 clusters Score -227043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -227044.015625 Penalty: 750.830200
	Iteration 52Q: 3 clusters Score -227044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -227044.390625 Penalty: 750.830200
	Iteration 53Q: 3 clusters Score -227044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -227044.671875 Penalty: 750.830200
	Iteration 54Q: 3 clusters Score -227044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -227044.671875 Penalty: 750.830200
	Iteration 55F: 3 clusters Score -227044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10354.240234 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10354.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10082.802734 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10082.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10155.133789 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10155.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10189.661133 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10189.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10210.750000 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10210.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10235.745117 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10235.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10245.407227 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10245.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10250.277344 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10250.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10254.319336 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10254.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10258.035156 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10258.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10277.070312 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10277.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10277.530273 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10277.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10277.530273 Penalty: 483.501770
	Iteration 11F: 3 clusters Score -10277.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8042.551270 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8042.551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8158.506348 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8158.506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8214.703125 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8214.703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8258.117188 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -8258.117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8333.408203 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -8333.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8379.486328 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8379.486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8391.788086 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8391.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8396.816406 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8396.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8396.816406 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -8396.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 48 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 109 members 
Entering Unmasked Estep 
Score: -58210340.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58210748.000000 to -58210340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (61576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Entering Unmasked Estep 
Score: -3701551.750000 Penalty: 501.775238
	Iteration 0F: 2 clusters Score -3701552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3660095.750000 Penalty: 1003.550476
	Iteration 0F: 3 clusters Score -3660096 nChanged 29876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3677377.500000 Penalty: 1003.550476
	Iteration 1F: 3 clusters Score -3677378 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3677701.750000 Penalty: 1003.550476
	Iteration 2Q: 3 clusters Score -3677702 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -3678033.500000 Penalty: 1003.550476
	Iteration 3Q: 3 clusters Score -3678034 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3678404.500000 Penalty: 1003.550476
	Iteration 4Q: 3 clusters Score -3678404 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3678835.500000 Penalty: 1003.550476
	Iteration 5Q: 3 clusters Score -3678836 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3679476.750000 Penalty: 1003.550476
	Iteration 6Q: 3 clusters Score -3679477 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3680488.500000 Penalty: 1003.550476
	Iteration 7Q: 3 clusters Score -3680488 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -3682327.000000 Penalty: 1003.550476
	Iteration 8F: 3 clusters Score -3682327 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -3685499.750000 Penalty: 1003.550476
	Iteration 9F: 3 clusters Score -3685500 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -3689921.500000 Penalty: 1003.550476
	Iteration 10F: 3 clusters Score -3689922 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -3694444.000000 Penalty: 1003.550476
	Iteration 11F: 3 clusters Score -3694444 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -3697753.250000 Penalty: 1003.550476
	Iteration 12F: 3 clusters Score -3697753 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -3699703.250000 Penalty: 1003.550476
	Iteration 13Q: 3 clusters Score -3699703 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -3700533.750000 Penalty: 1003.550476
	Iteration 14Q: 3 clusters Score -3700534 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -3700865.000000 Penalty: 1003.550476
	Iteration 15Q: 3 clusters Score -3700865 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -3700999.750000 Penalty: 1003.550476
	Iteration 16Q: 3 clusters Score -3701000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -3701061.750000 Penalty: 1003.550476
	Iteration 17Q: 3 clusters Score -3701062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -3701090.750000 Penalty: 1003.550476
	Iteration 18Q: 3 clusters Score -3701091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -3701119.500000 Penalty: 1003.550476
	Iteration 19Q: 3 clusters Score -3701120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -3701134.250000 Penalty: 1003.550476
	Iteration 20F: 3 clusters Score -3701134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -3701146.500000 Penalty: 1003.550476
	Iteration 21Q: 3 clusters Score -3701146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -3701157.000000 Penalty: 1003.550476
	Iteration 22Q: 3 clusters Score -3701157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -3701158.750000 Penalty: 1003.550476
	Iteration 23Q: 3 clusters Score -3701159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -3701159.250000 Penalty: 1003.550476
	Iteration 24Q: 3 clusters Score -3701159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -3701161.750000 Penalty: 1003.550476
	Iteration 25Q: 3 clusters Score -3701162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -3701161.500000 Penalty: 1003.550476
	Iteration 26Q: 3 clusters Score -3701162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -3701164.250000 Penalty: 1003.550476
	Iteration 27Q: 3 clusters Score -3701164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -3701166.000000 Penalty: 1003.550476
	Iteration 28Q: 3 clusters Score -3701166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -3701166.000000 Penalty: 1003.550476
	Iteration 29F: 3 clusters Score -3701166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15594.117188 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15594.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15676.890625 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15676.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15696.723633 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15696.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15703.749023 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15703.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15712.184570 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15712.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15719.859375 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15719.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15726.086914 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15726.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15730.151367 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15730.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15730.151367 Penalty: 509.792816
	Iteration 8F: 3 clusters Score -15730.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 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 100 members 
Entering Unmasked Estep 
Score: -10944.562500 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10944.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11048.047852 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11048.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11067.128906 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11067.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11075.093750 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11075.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11079.973633 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11079.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11092.920898 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11092.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11103.498047 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11106.331055 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11106.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11106.331055 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -11106.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11245.079102 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11245.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11312.098633 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11312.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11355.292969 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11355.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11396.906250 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -11396.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11409.961914 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11409.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11419.060547 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11419.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11424.547852 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11424.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11427.845703 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -11427.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11428.623047 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -11428.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11428.623047 Penalty: 478.904785
	Iteration 9F: 3 clusters Score -11428.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 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 154 members 
Entering Unmasked Estep 
Score: -9760.118164 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9760.118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9861.785156 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9861.785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9898.742188 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9898.742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9919.161133 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -9919.161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9939.878906 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9939.879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9962.287109 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9962.287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9970.544922 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9970.545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9985.652344 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9985.652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10011.813477 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10011.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10042.167969 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -10042.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10070.149414 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -10070.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10078.853516 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -10078.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10084.667969 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -10084.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10092.845703 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -10092.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10097.195312 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -10097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10100.926758 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -10100.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10102.102539 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -10102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10102.181641 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -10102.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10102.181641 Penalty: 517.822693
	Iteration 18F: 3 clusters Score -10102.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 104 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 192 members 
Entering Unmasked Estep 
Score: -58210328.000000 Penalty: 52866.046875
Splitting cluster 54 changes total score from -58210748.000000 to -58210328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 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 164 members 
Entering Unmasked Estep 
Score: -18388.888672 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18388.89 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18517.207031 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18517.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18588.955078 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18588.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18613.552734 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -18613.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18624.677734 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18624.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18633.453125 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18633.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18649.998047 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18660.355469 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18660.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18668.542969 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -18668.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18672.712891 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -18672.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18682.765625 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -18682.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18695.986328 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -18695.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18705.050781 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -18705.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18716.361328 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -18716.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18724.740234 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -18724.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18731.568359 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -18731.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18736.906250 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -18736.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18744.953125 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -18744.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18753.068359 Penalty: 524.632385
	Iteration 18Q: 3 clusters Score -18753.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18756.341797 Penalty: 524.632385
	Iteration 19Q: 3 clusters Score -18756.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18763.703125 Penalty: 524.632385
	Iteration 20F: 3 clusters Score -18763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18776.894531 Penalty: 524.632385
	Iteration 21Q: 3 clusters Score -18776.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18791.406250 Penalty: 524.632385
	Iteration 22Q: 3 clusters Score -18791.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18828.822266 Penalty: 524.632385
	Iteration 23Q: 3 clusters Score -18828.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18870.363281 Penalty: 524.632385
	Iteration 24Q: 3 clusters Score -18870.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18870.363281 Penalty: 524.632385
	Iteration 25F: 3 clusters Score -18870.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 83 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 236 members 
Entering Unmasked Estep 
Score: -58210484.000000 Penalty: 52866.046875
Splitting cluster 55 changes total score from -58210748.000000 to -58210484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 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 303 members 
Entering Unmasked Estep 
Score: -37127.832031 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37127.83 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37298.699219 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37298.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37350.824219 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37350.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37401.500000 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37401.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37446.089844 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -37446.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37476.789062 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37476.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37500.632812 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37500.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37511.042969 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37511.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37526.484375 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37526.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37535.269531 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37535.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -37539.691406 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37539.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37540.027344 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37540.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37540.027344 Penalty: 581.816772
	Iteration 12F: 3 clusters Score -37540.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -121558.656250 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121558.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -122109.625000 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122109.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122239.648438 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122239.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -122366.804688 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122366.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -122480.164062 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122480.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -122581.562500 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -122581.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122637.625000 Penalty: 693.439575
	Iteration 6F: 3 clusters Score -122637.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -122670.343750 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122670.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -122698.765625 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122698.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122716.218750 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122716.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122724.460938 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122724.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -122729.500000 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122736.867188 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -122742.562500 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -122747.867188 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122747.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -122754.945312 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122754.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -122764.812500 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122764.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -122775.531250 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122775.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122782.789062 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122788.468750 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122788.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122797.593750 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122797.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -122806.765625 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122806.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -122817.093750 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122817.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122825.539062 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122825.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122831.906250 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122831.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -122836.726562 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122836.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -122840.468750 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -122840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122844.078125 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -122844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122844.984375 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -122845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -122846.242188 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -122846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -122847.054688 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -122847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -122847.703125 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -122847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -122848.203125 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -122848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -122848.601562 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -122848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -122849.164062 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -122849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -122849.484375 Penalty: 693.439575
	Iteration 35Q: 3 clusters Score -122849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -122849.484375 Penalty: 693.439575
	Iteration 36F: 3 clusters Score -122849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -70441.398438 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70441.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70772.976562 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70772.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70839.398438 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70839.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70889.718750 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70889.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70925.195312 Penalty: 642.503357
	Iteration 4Q: 3 clusters Score -70925.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70965.140625 Penalty: 642.503357
	Iteration 5Q: 3 clusters Score -70965.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71006.875000 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71006.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71048.125000 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71048.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71100.164062 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71100.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71154.226562 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71154.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71189.476562 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71189.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71210.984375 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71210.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71232.882812 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71232.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71249.484375 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71249.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71259.351562 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71259.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71261.921875 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71261.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71264.070312 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71264.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71265.390625 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71265.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71265.835938 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71265.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71265.835938 Penalty: 642.503357
	Iteration 19F: 3 clusters Score -71265.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28241.437500 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28241.44 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28391.917969 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28391.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28461.025391 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28461.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28506.144531 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28506.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28537.376953 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28537.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28568.326172 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28568.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28601.281250 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28601.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28643.039062 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28643.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28656.548828 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28656.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28666.919922 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28666.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28671.726562 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28671.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28674.882812 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28674.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28679.238281 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28679.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28683.982422 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28683.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28691.400391 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28699.353516 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28699.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28704.607422 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28704.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28707.437500 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28707.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28708.689453 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28708.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28708.689453 Penalty: 554.924744
	Iteration 19F: 3 clusters Score -28708.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 200 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 245 members 
Entering Unmasked Estep 
Score: -58210200.000000 Penalty: 52866.046875
Splitting cluster 59 changes total score from -58210748.000000 to -58210200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9070.586914 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9070.587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9267.543945 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9267.544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9357.381836 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9357.382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9384.319336 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9384.319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9395.436523 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9395.437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9407.375977 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9407.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9413.485352 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9413.485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9419.021484 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9419.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9420.281250 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9420.281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9420.281250 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -9420.281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 105 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 103 members 
Entering Unmasked Estep 
Score: -58210404.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58210748.000000 to -58210404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17047.880859 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17047.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17195.468750 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17195.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17256.767578 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17256.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17279.402344 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -17279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17288.017578 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17288.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17291.035156 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17291.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17294.439453 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17294.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17300.576172 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17300.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17304.578125 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17304.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17311.781250 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17311.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17311.781250 Penalty: 526.047668
	Iteration 10F: 3 clusters Score -17311.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 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 167 members 
Entering Unmasked Estep 
Score: -21948.808594 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21948.81 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22067.726562 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22067.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22111.332031 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22111.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22132.171875 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -22132.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22159.511719 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -22159.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22205.197266 Penalty: 526.886414
	Iteration 5F: 3 clusters Score -22205.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22257.126953 Penalty: 526.886414
	Iteration 6F: 3 clusters Score -22257.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22281.060547 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22281.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -22287.082031 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22287.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -22292.003906 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -22294.238281 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -22294.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22297.205078 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -22297.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22297.205078 Penalty: 526.886414
	Iteration 12F: 3 clusters Score -22297.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 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 207 members 
Entering Unmasked Estep 
Score: -25107.476562 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25107.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25254.187500 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25254.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25286.207031 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25286.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25301.419922 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -25301.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25324.330078 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25324.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25344.095703 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25367.908203 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25367.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25389.669922 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25389.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25402.060547 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25402.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25414.923828 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25414.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25435.785156 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25435.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25456.351562 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25456.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25478.802734 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25490.687500 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25490.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25500.787109 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25500.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25509.289062 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -25509.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25516.679688 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -25516.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25519.906250 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -25519.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25520.273438 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -25520.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25520.392578 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -25520.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25520.392578 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -25520.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (120103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120103 members 
Entering Unmasked Estep 
Score: -7251470.000000 Penalty: 532.172791
	Iteration 0F: 2 clusters Score -7251470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -7171320.500000 Penalty: 1064.345581
	Iteration 0F: 3 clusters Score -7171320 nChanged 58999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -7209470.000000 Penalty: 1064.345581
	Iteration 1F: 3 clusters Score -7209470 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -7213703.000000 Penalty: 1064.345581
	Iteration 2F: 3 clusters Score -7213703 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -7220985.000000 Penalty: 1064.345581
	Iteration 3F: 3 clusters Score -7220985 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -7230474.500000 Penalty: 1064.345581
	Iteration 4F: 3 clusters Score -7230474 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -7237358.500000 Penalty: 1064.345581
	Iteration 5F: 3 clusters Score -7237358 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -7240630.000000 Penalty: 1064.345581
	Iteration 6Q: 3 clusters Score -7240630 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -7242806.500000 Penalty: 1064.345581
	Iteration 7Q: 3 clusters Score -7242806 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -7244750.000000 Penalty: 1064.345581
	Iteration 8Q: 3 clusters Score -7244750 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -7246359.500000 Penalty: 1064.345581
	Iteration 9Q: 3 clusters Score -7246360 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -7247547.000000 Penalty: 1064.345581
	Iteration 10Q: 3 clusters Score -7247547 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -7248224.500000 Penalty: 1064.345581
	Iteration 11Q: 3 clusters Score -7248224 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -7248522.000000 Penalty: 1064.345581
	Iteration 12Q: 3 clusters Score -7248522 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -7248705.000000 Penalty: 1064.345581
	Iteration 13Q: 3 clusters Score -7248705 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -7248828.000000 Penalty: 1064.345581
	Iteration 14Q: 3 clusters Score -7248828 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -7248835.500000 Penalty: 1064.345581
	Iteration 15Q: 3 clusters Score -7248836 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -7248832.000000 Penalty: 1064.345581
	Iteration 16Q: 3 clusters Score -7248832 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -7248833.000000 Penalty: 1064.345581
	Iteration 17Q: 3 clusters Score -7248833 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -7248835.000000 Penalty: 1064.345581
	Iteration 18Q: 3 clusters Score -7248835 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -7248820.000000 Penalty: 1064.345581
	Iteration 19Q: 3 clusters Score -7248820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -7248815.000000 Penalty: 1064.345581
	Iteration 20F: 3 clusters Score -7248815 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -7248828.500000 Penalty: 1064.345581
	Iteration 21Q: 3 clusters Score -7248828 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -7248836.000000 Penalty: 1064.345581
	Iteration 22Q: 3 clusters Score -7248836 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -7248832.000000 Penalty: 1064.345581
	Iteration 23Q: 3 clusters Score -7248832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -7248801.000000 Penalty: 1064.345581
	Iteration 24Q: 3 clusters Score -7248801 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -7248788.500000 Penalty: 1064.345581
	Iteration 25Q: 3 clusters Score -7248788 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -7248784.500000 Penalty: 1064.345581
	Iteration 26Q: 3 clusters Score -7248784 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -7248755.000000 Penalty: 1064.345581
	Iteration 27Q: 3 clusters Score -7248755 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -7248745.500000 Penalty: 1064.345581
	Iteration 28Q: 3 clusters Score -7248746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -7248738.500000 Penalty: 1064.345581
	Iteration 29Q: 3 clusters Score -7248738 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -7248725.000000 Penalty: 1064.345581
	Iteration 30Q: 3 clusters Score -7248725 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -7248730.000000 Penalty: 1064.345581
	Iteration 31Q: 3 clusters Score -7248730 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -7248729.000000 Penalty: 1064.345581
	Iteration 32Q: 3 clusters Score -7248729 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -7248739.000000 Penalty: 1064.345581
	Iteration 33Q: 3 clusters Score -7248739 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -7248742.000000 Penalty: 1064.345581
	Iteration 34Q: 3 clusters Score -7248742 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -7248754.500000 Penalty: 1064.345581
	Iteration 35Q: 3 clusters Score -7248754 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -7248739.000000 Penalty: 1064.345581
	Iteration 36Q: 3 clusters Score -7248739 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7248741.500000 Penalty: 1064.345581
	Iteration 37Q: 3 clusters Score -7248742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -7248733.000000 Penalty: 1064.345581
	Iteration 38Q: 3 clusters Score -7248733 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -7248719.500000 Penalty: 1064.345581
	Iteration 39Q: 3 clusters Score -7248720 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -7248713.000000 Penalty: 1064.345581
	Iteration 40F: 3 clusters Score -7248713 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -7248688.000000 Penalty: 1064.345581
	Iteration 41Q: 3 clusters Score -7248688 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7248666.500000 Penalty: 1064.345581
	Iteration 42Q: 3 clusters Score -7248666 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -7248647.500000 Penalty: 1064.345581
	Iteration 43Q: 3 clusters Score -7248648 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7248615.000000 Penalty: 1064.345581
	Iteration 44Q: 3 clusters Score -7248615 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7248606.500000 Penalty: 1064.345581
	Iteration 45Q: 3 clusters Score -7248606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7248594.000000 Penalty: 1064.345581
	Iteration 46Q: 3 clusters Score -7248594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -7248587.000000 Penalty: 1064.345581
	Iteration 47Q: 3 clusters Score -7248587 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -7248571.000000 Penalty: 1064.345581
	Iteration 48Q: 3 clusters Score -7248571 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7248549.000000 Penalty: 1064.345581
	Iteration 49Q: 3 clusters Score -7248549 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -7248555.500000 Penalty: 1064.345581
	Iteration 50Q: 3 clusters Score -7248556 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7248579.000000 Penalty: 1064.345581
	Iteration 51Q: 3 clusters Score -7248579 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -7248578.000000 Penalty: 1064.345581
	Iteration 52Q: 3 clusters Score -7248578 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7248602.500000 Penalty: 1064.345581
	Iteration 53Q: 3 clusters Score -7248602 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -7248561.500000 Penalty: 1064.345581
	Iteration 54Q: 3 clusters Score -7248562 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7248550.500000 Penalty: 1064.345581
	Iteration 55Q: 3 clusters Score -7248550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -7248535.000000 Penalty: 1064.345581
	Iteration 56Q: 3 clusters Score -7248535 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7248512.500000 Penalty: 1064.345581
	Iteration 57Q: 3 clusters Score -7248512 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7248511.000000 Penalty: 1064.345581
	Iteration 58Q: 3 clusters Score -7248511 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -7248473.000000 Penalty: 1064.345581
	Iteration 59Q: 3 clusters Score -7248473 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -7248471.500000 Penalty: 1064.345581
	Iteration 60F: 3 clusters Score -7248472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -7248447.500000 Penalty: 1064.345581
	Iteration 61Q: 3 clusters Score -7248448 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -7248426.000000 Penalty: 1064.345581
	Iteration 62Q: 3 clusters Score -7248426 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7248402.500000 Penalty: 1064.345581
	Iteration 63Q: 3 clusters Score -7248402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -7248409.500000 Penalty: 1064.345581
	Iteration 64Q: 3 clusters Score -7248410 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -7248394.500000 Penalty: 1064.345581
	Iteration 65Q: 3 clusters Score -7248394 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -7248411.000000 Penalty: 1064.345581
	Iteration 66Q: 3 clusters Score -7248411 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -7248410.000000 Penalty: 1064.345581
	Iteration 67Q: 3 clusters Score -7248410 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -7248424.500000 Penalty: 1064.345581
	Iteration 68Q: 3 clusters Score -7248424 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -7248427.500000 Penalty: 1064.345581
	Iteration 69Q: 3 clusters Score -7248428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -7248440.500000 Penalty: 1064.345581
	Iteration 70Q: 3 clusters Score -7248440 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -7248434.500000 Penalty: 1064.345581
	Iteration 71Q: 3 clusters Score -7248434 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -7248417.500000 Penalty: 1064.345581
	Iteration 72Q: 3 clusters Score -7248418 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -7248427.500000 Penalty: 1064.345581
	Iteration 73Q: 3 clusters Score -7248428 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -7248428.500000 Penalty: 1064.345581
	Iteration 74Q: 3 clusters Score -7248428 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -7248425.000000 Penalty: 1064.345581
	Iteration 75Q: 3 clusters Score -7248425 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -7248401.500000 Penalty: 1064.345581
	Iteration 76Q: 3 clusters Score -7248402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -7248394.000000 Penalty: 1064.345581
	Iteration 77Q: 3 clusters Score -7248394 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -7248363.000000 Penalty: 1064.345581
	Iteration 78Q: 3 clusters Score -7248363 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7248340.000000 Penalty: 1064.345581
	Iteration 79Q: 3 clusters Score -7248340 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -7248316.000000 Penalty: 1064.345581
	Iteration 80F: 3 clusters Score -7248316 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -7248327.000000 Penalty: 1064.345581
	Iteration 81Q: 3 clusters Score -7248327 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -7248312.000000 Penalty: 1064.345581
	Iteration 82Q: 3 clusters Score -7248312 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7248306 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7248308 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7248296 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7248273 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7248248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7248271 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7248261 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7248262 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7248270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7248268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7248277 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7248252 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7248240 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7248239 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7248224 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7248203 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7248194 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7248202 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7248192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7248170 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -7248164.500000 Penalty: 1064.345581
	Iteration 103Q: 3 clusters Score -7248164 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -7248160.500000 Penalty: 1064.345581
	Iteration 104Q: 3 clusters Score -7248160 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7248137 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7248148 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -7248157.500000 Penalty: 1064.345581
	Iteration 107Q: 3 clusters Score -7248158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7248128 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7248100 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7248100 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7248100 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7248086 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7248112 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7248098 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7248094 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7248086 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7248088 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7248084 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7248080 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7248068 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7248087 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7248070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7248062 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7248064 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7248022 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7248045 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7248029 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7248040 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7248048 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7248080 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7248064 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7248110 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7248123 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7248108 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -7248134.000000 Penalty: 1064.345581
	Iteration 136Q: 3 clusters Score -7248134 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -7248175.500000 Penalty: 1064.345581
	Iteration 137Q: 3 clusters Score -7248176 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7248176 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -7248198.000000 Penalty: 1064.345581
	Iteration 139Q: 3 clusters Score -7248198 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -7248192.500000 Penalty: 1064.345581
	Iteration 140F: 3 clusters Score -7248192 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -7248214.000000 Penalty: 1064.345581
	Iteration 141Q: 3 clusters Score -7248214 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -7248232.500000 Penalty: 1064.345581
	Iteration 142Q: 3 clusters Score -7248232 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -7248276.500000 Penalty: 1064.345581
	Iteration 143Q: 3 clusters Score -7248276 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7248325 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -7248385.000000 Penalty: 1064.345581
	Iteration 145Q: 3 clusters Score -7248385 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -7248372.500000 Penalty: 1064.345581
	Iteration 146Q: 3 clusters Score -7248372 nChanged 609
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -7248392.000000 Penalty: 1064.345581
	Iteration 147Q: 3 clusters Score -7248392 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -7248397.000000 Penalty: 1064.345581
	Iteration 148Q: 3 clusters Score -7248397 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7248424 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7248468 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7248510 nChanged 596
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Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7248542 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7248556 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7248562 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7248602 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7248656 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7248702 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7248743 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7248804 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7248874 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7248924 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7248992 nChanged 727
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -7249048.000000 Penalty: 1064.345581
	Iteration 163Q: 3 clusters Score -7249048 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7249100 nChanged 707
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7249185 nChanged 700
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Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -7249246.000000 Penalty: 1064.345581
	Iteration 166Q: 3 clusters Score -7249246 nChanged 741
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7249358 nChanged 699
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7249451 nChanged 686
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7249514 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7249586 nChanged 616
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -7249652.500000 Penalty: 1064.345581
	Iteration 171Q: 3 clusters Score -7249652 nChanged 573
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7249707 nChanged 533
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Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 108632 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7249750 nChanged 515
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Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7249790 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7249834 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7249875 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7249928 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7249980 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7250006 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7250046 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7250086 nChanged 393
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Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 112699 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7250151 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7250206 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7250250 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7250302 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7250348 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7250396 nChanged 269
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7250412 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7250423 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7250452 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7250470 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7250486 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -7250514 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7250562 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7250572 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7250588 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7250617 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7250636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7250674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 117289 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7250708 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7250733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7250762 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 117786 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7250780 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7250804 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 118031 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7250802 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7250818 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7250842 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7250862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -7250886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7250877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7250880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -7250895.000000 Penalty: 1064.345581
	Iteration 212Q: 3 clusters Score -7250895 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -7250917.500000 Penalty: 1064.345581
	Iteration 213Q: 3 clusters Score -7250918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 118815 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7250928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7250946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7250953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7250963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7250970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7250985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 119149 members 
Entering Unmasked Estep 
Score: -7250995.000000 Penalty: 1064.345581
	Iteration 220F: 3 clusters Score -7250995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 119186 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7251016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -7251013.500000 Penalty: 1064.345581
	Iteration 222Q: 3 clusters Score -7251014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 119245 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7251018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -7251021.500000 Penalty: 1064.345581
	Iteration 224Q: 3 clusters Score -7251022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
Score: -7251030.000000 Penalty: 1064.345581
	Iteration 225Q: 3 clusters Score -7251030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -7251029.500000 Penalty: 1064.345581
	Iteration 226Q: 3 clusters Score -7251030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -7251017.500000 Penalty: 1064.345581
	Iteration 227Q: 3 clusters Score -7251018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 119318 members 
Entering Unmasked Estep 
Score: -7251022.000000 Penalty: 1064.345581
	Iteration 228Q: 3 clusters Score -7251022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -7251028.500000 Penalty: 1064.345581
	Iteration 229Q: 3 clusters Score -7251028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -7251041.000000 Penalty: 1064.345581
	Iteration 230Q: 3 clusters Score -7251041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119360 members 
Entering Unmasked Estep 
Score: -7251039.000000 Penalty: 1064.345581
	Iteration 231Q: 3 clusters Score -7251039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7251038 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -7251043.000000 Penalty: 1064.345581
	Iteration 233Q: 3 clusters Score -7251043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7251050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -7251052.500000 Penalty: 1064.345581
	Iteration 235Q: 3 clusters Score -7251052 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -7251047.000000 Penalty: 1064.345581
	Iteration 236Q: 3 clusters Score -7251047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7251050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -7251048.500000 Penalty: 1064.345581
	Iteration 238Q: 3 clusters Score -7251048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -7251054.500000 Penalty: 1064.345581
	Iteration 239Q: 3 clusters Score -7251054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -7251054.000000 Penalty: 1064.345581
	Iteration 240F: 3 clusters Score -7251054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -7251053.500000 Penalty: 1064.345581
	Iteration 241Q: 3 clusters Score -7251054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -7251057.500000 Penalty: 1064.345581
	Iteration 242Q: 3 clusters Score -7251058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -7251053.500000 Penalty: 1064.345581
	Iteration 243Q: 3 clusters Score -7251054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -7251052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7251053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7251054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -7251053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7251050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -7251048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -7251044.500000 Penalty: 1064.345581
	Iteration 250Q: 3 clusters Score -7251044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119403 members 
Entering Unmasked Estep 
Score: -7251049.500000 Penalty: 1064.345581
	Iteration 251Q: 3 clusters Score -7251050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -7251053.500000 Penalty: 1064.345581
	Iteration 252Q: 3 clusters Score -7251054 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -7251052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119403 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -7251052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -7251050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119403 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -7251050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -7251052 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
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	Iteration 258F: 3 clusters Score -7251052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8396.265625 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8396.266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8462.276367 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8462.276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -8481.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8485.996 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8489.889648 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8489.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8500.800781 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8500.801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8527.809570 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8527.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8568.106445 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8568.106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8596.028320 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -8596.028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8603.276367 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -8603.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8618.113281 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -8618.113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8625.642578 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -8625.643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8625.642578 Penalty: 452.882751
	Iteration 12F: 3 clusters Score -8625.643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24526.189453 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24526.19 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24655.388672 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24655.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24690.388672 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24690.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24720.855469 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -24720.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24771.072266 Penalty: 540.794739
	Iteration 4F: 3 clusters Score -24771.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24815.914062 Penalty: 540.794739
	Iteration 5F: 3 clusters Score -24815.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24850.466797 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24850.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24865.496094 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24873.615234 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24873.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24878.062500 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24878.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24880.972656 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24880.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24882.562500 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24882.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24883.361328 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24883.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24883.361328 Penalty: 540.794739
	Iteration 13F: 3 clusters Score -24883.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12906.565430 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12906.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12968.341797 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12968.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12977.877930 Penalty: 487.019104
	Iteration 2Q: 3 clusters Score -12977.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12986.535156 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -12986.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12988.663086 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -12988.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12989.842773 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -12989.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12995.113281 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -12995.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12999.815430 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -12999.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13007.458008 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -13007.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13008.407227 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13008.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13010.224609 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13010.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13016.357422 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -13016.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13020.748047 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -13020.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13020.748047 Penalty: 487.019104
	Iteration 13F: 3 clusters Score -13020.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11140.249023 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11140.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11196.866211 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11196.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11217.362305 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11217.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11221.477539 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11221.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11221.936523 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11221.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11221.936523 Penalty: 476.516235
	Iteration 5F: 3 clusters Score -11221.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6612.066406 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6612.066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6686.178223 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6686.178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6748.836426 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6748.836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6769.431641 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6769.432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6782.707031 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6782.707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6797.622070 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6797.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6810.937988 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6810.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6817.381348 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6817.381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6818.573242 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6818.573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6819.237793 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6819.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6819.237793 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -6819.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10894.626953 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10894.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10985.898438 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10985.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11049.625977 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11049.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11096.296875 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -11096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11146.321289 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11146.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11159.076172 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11159.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11159.076172 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -11159.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13122.464844 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13122.46 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13223.245117 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13223.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13283.009766 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13283.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13333.850586 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13333.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13343.959961 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13343.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13345.782227 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13345.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13345.782227 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -13345.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14145.636719 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14145.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14296.998047 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14405.068359 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14405.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14457.119141 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -14457.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14487.166992 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14487.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14496.782227 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14496.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14503.778320 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14503.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14503.778320 Penalty: 506.022034
	Iteration 7F: 3 clusters Score -14503.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 138 members 
Entering Unmasked Estep 
Score: -58210328.000000 Penalty: 52866.046875
Splitting cluster 72 changes total score from -58210748.000000 to -58210328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6107.143066 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6107.143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6165.096680 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6165.097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6179.989258 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -6179.989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6184.535645 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6184.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6184.535645 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -6184.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8155.293457 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8155.293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8242.494141 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8242.494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8273.458984 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8273.459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8299.474609 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8299.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8300.559570 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8300.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8301.622070 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8301.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8304.538086 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8304.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8310.375977 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8310.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8310.652344 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8310.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8310.652344 Penalty: 461.840820
	Iteration 9F: 3 clusters Score -8310.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11058.518555 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11058.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11132.706055 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11132.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11151.466797 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11151.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11163.308594 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -11163.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11176.223633 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11176.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11178.513672 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11178.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11178.513672 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -11178.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 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 209 members 
Entering Unmasked Estep 
Score: -23862.978516 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23862.98 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24004.937500 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24004.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24082.083984 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24082.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24119.265625 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -24119.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24140.732422 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -24140.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24160.744141 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24160.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24175.548828 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24175.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24185.851562 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24185.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24196.750000 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24196.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24210.046875 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24210.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24214.722656 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24214.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24215.849609 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24215.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24216.267578 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24216.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24218.845703 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24218.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24219.310547 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24219.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24219.310547 Penalty: 549.446228
	Iteration 15F: 3 clusters Score -24219.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23210.314453 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23210.31 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23301.251953 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23301.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23353.474609 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23353.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23405.789062 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23405.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23436.775391 Penalty: 542.919373
	Iteration 4F: 3 clusters Score -23436.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23462.873047 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23462.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23471.335938 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23471.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23488.027344 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23488.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23499.941406 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23499.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23516.656250 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23516.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23525.980469 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23525.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23530.466797 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23530.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23539.125000 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -23539.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23553.822266 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23553.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23556.609375 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -23556.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23557.304688 Penalty: 542.919373
	Iteration 15F: 3 clusters Score -23557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23562.281250 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -23562.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23565.234375 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -23565.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23566.894531 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -23566.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23566.894531 Penalty: 542.919373
	Iteration 19F: 3 clusters Score -23566.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12370.397461 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12370.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12445.230469 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12445.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12459.282227 Penalty: 483.501770
	Iteration 2Q: 3 clusters Score -12459.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12463.728516 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12463.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12468.191406 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12468.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12469.791992 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12469.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12469.791992 Penalty: 483.501770
	Iteration 6F: 3 clusters Score -12469.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4466.065918 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4466.066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4522.604980 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4522.605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4536.081543 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -4536.082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4537.483398 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4537.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4540.158691 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -4540.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4540.158691 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -4540.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8740.421875 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8740.422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8852.969727 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8852.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8894.054688 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8894.055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8913.993164 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -8913.993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8916.435547 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8916.436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8919.253906 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8919.254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8920.317383 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8920.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8920.317383 Penalty: 493.268707
	Iteration 7F: 3 clusters Score -8920.317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5872.008301 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5872.008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5928.943359 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5928.943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5954.108398 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5954.108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6007.657227 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6007.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6040.858398 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6040.858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6056.528809 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -6056.529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14118.942383 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14118.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14187.938477 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14187.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14209.913086 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14209.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14217.112305 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -14217.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14221.509766 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -14221.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14226.850586 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14226.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14242.262695 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14242.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14263.216797 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14263.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14269.537109 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14269.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14271.666016 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -14271.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14272.479492 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -14272.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14273.149414 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -14273.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14274.230469 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -14274.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14275.975586 Penalty: 499.493347
	Iteration 13Q: 3 clusters Score -14275.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14277.601562 Penalty: 499.493347
	Iteration 14Q: 3 clusters Score -14277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14283.446289 Penalty: 499.493347
	Iteration 15Q: 3 clusters Score -14283.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14286.904297 Penalty: 499.493347
	Iteration 16Q: 3 clusters Score -14286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14292.032227 Penalty: 499.493347
	Iteration 17Q: 3 clusters Score -14292.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14300.913086 Penalty: 499.493347
	Iteration 18Q: 3 clusters Score -14300.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14304.405273 Penalty: 499.493347
	Iteration 19Q: 3 clusters Score -14304.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14309.308594 Penalty: 499.493347
	Iteration 20F: 3 clusters Score -14309.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14312.868164 Penalty: 499.493347
	Iteration 21Q: 3 clusters Score -14312.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14315.424805 Penalty: 499.493347
	Iteration 22Q: 3 clusters Score -14315.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14316.443359 Penalty: 499.493347
	Iteration 23Q: 3 clusters Score -14316.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14316.811523 Penalty: 499.493347
	Iteration 24Q: 3 clusters Score -14316.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14316.811523 Penalty: 499.493347
	Iteration 25F: 3 clusters Score -14316.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4798.909180 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4798.909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4874.562988 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4874.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4910.201660 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4910.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4967.245117 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4967.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4979.367676 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4979.368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4979.367676 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -4979.368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125749 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13316 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138562 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152990 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1603 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3831 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61576 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120103 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210664.000000 Penalty: 52236.687500
Iteration 399Q: 84 clusters Score -5.821066e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17482 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 111677 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125738 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13315 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118188 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138569 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152926 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3820 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61579 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120208 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210612.000000 Penalty: 52236.687500
Iteration 400F: 84 clusters Score -5.821061e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 8795 members 
Mstep: Class 4 contains 111673 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125724 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 13315 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118197 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138577 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 152856 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3806 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61573 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120324 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210604.000000 Penalty: 52236.687500
Iteration 401Q: 84 clusters Score -5.82106e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 8798 members 
Mstep: Class 4 contains 111671 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125711 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 13317 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118201 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138584 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 152784 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1582 members 
Mstep: Class 25 contains 9936 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3800 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61569 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120438 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210604.000000 Penalty: 52236.687500
Iteration 402Q: 84 clusters Score -5.82106e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17485 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 111670 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125699 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5912 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118206 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138588 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 152695 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3796 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61568 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120553 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210564.000000 Penalty: 52236.687500
Iteration 403Q: 84 clusters Score -5.821056e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17485 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 111669 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125695 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5889 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118204 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138591 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 152619 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1557 members 
Mstep: Class 25 contains 9943 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3790 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61566 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120668 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210604.000000 Penalty: 52236.687500
Iteration 404Q: 84 clusters Score -5.82106e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17485 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125686 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5877 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118205 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138594 members 
Mstep: Class 20 contains 10770 members 
Mstep: Class 21 contains 152543 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1541 members 
Mstep: Class 25 contains 9948 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3789 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61568 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120775 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210668.000000 Penalty: 52236.687500
Iteration 405Q: 84 clusters Score -5.821067e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17486 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 111664 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125679 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118202 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138596 members 
Mstep: Class 20 contains 10770 members 
Mstep: Class 21 contains 152458 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 9951 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3791 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61573 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120889 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 52236.687500
Iteration 406Q: 84 clusters Score -5.821053e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17488 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125662 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5839 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118199 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138598 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 152395 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1511 members 
Mstep: Class 25 contains 9954 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3789 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61582 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 120986 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210500.000000 Penalty: 52236.687500
Iteration 407Q: 84 clusters Score -5.82105e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17488 members 
Mstep: Class 3 contains 8805 members 
Mstep: Class 4 contains 111653 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125650 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 13321 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118202 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138600 members 
Mstep: Class 20 contains 10780 members 
Mstep: Class 21 contains 152334 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1485 members 
Mstep: Class 25 contains 9955 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3799 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61594 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121082 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210464.000000 Penalty: 52236.687500
Iteration 408Q: 84 clusters Score -5.821046e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 111648 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125640 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5793 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 13324 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118205 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138600 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 152279 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3799 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61593 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121187 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210488.000000 Penalty: 52236.687500
Iteration 409Q: 84 clusters Score -5.821049e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 111643 members 
Mstep: Class 5 contains 4715 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125639 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5773 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 13324 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118208 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138600 members 
Mstep: Class 20 contains 10774 members 
Mstep: Class 21 contains 152214 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3805 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61590 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121283 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210524.000000 Penalty: 52236.687500
Iteration 410Q: 84 clusters Score -5.821052e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 111641 members 
Mstep: Class 5 contains 4717 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125636 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5742 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118211 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138599 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 152173 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3817 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61587 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121352 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210512.000000 Penalty: 52236.687500
Iteration 411Q: 84 clusters Score -5.821051e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 111640 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125631 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 118217 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138598 members 
Mstep: Class 20 contains 10767 members 
Mstep: Class 21 contains 152159 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3820 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61585 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121399 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210608.000000 Penalty: 52236.687500
Iteration 412Q: 84 clusters Score -5.821061e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 111636 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125622 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118220 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138597 members 
Mstep: Class 20 contains 10772 members 
Mstep: Class 21 contains 152145 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3824 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61593 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121441 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210652.000000 Penalty: 52236.687500
Iteration 413Q: 84 clusters Score -5.821065e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17492 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 111631 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125612 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5669 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138599 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 152132 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 9957 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3826 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61596 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121470 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210504.000000 Penalty: 52236.687500
Iteration 414Q: 84 clusters Score -5.82105e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 111625 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125605 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118233 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138601 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 152129 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1419 members 
Mstep: Class 25 contains 9959 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3830 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61590 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121505 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210472.000000 Penalty: 52236.687500
Iteration 415Q: 84 clusters Score -5.821047e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17493 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 111618 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125593 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118244 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138604 members 
Mstep: Class 20 contains 10780 members 
Mstep: Class 21 contains 152149 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1420 members 
Mstep: Class 25 contains 9960 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3826 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61595 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121514 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210520.000000 Penalty: 52236.687500
Iteration 416Q: 84 clusters Score -5.821052e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17493 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 111618 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125579 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118251 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138602 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 152176 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1416 members 
Mstep: Class 25 contains 9960 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3826 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61605 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121499 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 52236.687500
Iteration 417Q: 84 clusters Score -5.821049e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 111619 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125568 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118255 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138599 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 152224 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 9960 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3821 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61609 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121475 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210496.000000 Penalty: 52236.687500
Iteration 418Q: 84 clusters Score -5.82105e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 111621 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125556 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118257 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138599 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 152264 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 9962 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3822 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61612 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121450 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 52236.687500
Iteration 419Q: 84 clusters Score -5.821053e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 111617 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125549 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118259 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138596 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 152310 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1388 members 
Mstep: Class 25 contains 9964 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3823 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61622 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121429 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210520.000000 Penalty: 52236.687500
Iteration 420F: 84 clusters Score -5.821052e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 111611 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125545 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118256 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138592 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 152347 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1379 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3830 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61638 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121419 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210480.000000 Penalty: 52236.687500
Iteration 421Q: 84 clusters Score -5.821048e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111606 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125538 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118252 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138587 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 152391 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1367 members 
Mstep: Class 25 contains 9964 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3836 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61660 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121401 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 422Q: 84 clusters Score -5.821045e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111602 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125528 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118252 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138584 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 152442 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 9964 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3836 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61676 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121366 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210444.000000 Penalty: 52236.687500
Iteration 423Q: 84 clusters Score -5.821044e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111601 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125521 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118252 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138579 members 
Mstep: Class 20 contains 10815 members 
Mstep: Class 21 contains 152474 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3841 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61688 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121347 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 52236.687500
Iteration 424Q: 84 clusters Score -5.821043e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111593 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125518 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5481 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118247 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138577 members 
Mstep: Class 20 contains 10826 members 
Mstep: Class 21 contains 152505 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3848 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61703 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121321 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210460.000000 Penalty: 52236.687500
Iteration 425Q: 84 clusters Score -5.821046e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 111580 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125514 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118240 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138580 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 152550 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 9967 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3850 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61713 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121301 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210472.000000 Penalty: 52236.687500
Iteration 426Q: 84 clusters Score -5.821047e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 111566 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125511 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118236 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 152600 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1308 members 
Mstep: Class 25 contains 9967 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3851 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61725 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121281 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210452.000000 Penalty: 52236.687500
Iteration 427Q: 84 clusters Score -5.821045e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125505 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118240 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138584 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 152653 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1305 members 
Mstep: Class 25 contains 9966 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61727 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121250 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 52236.687500
Iteration 428Q: 84 clusters Score -5.821043e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125502 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 118239 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 152686 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3856 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61732 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121237 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210372.000000 Penalty: 52236.687500
Iteration 429Q: 84 clusters Score -5.821037e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111565 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125495 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 118237 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138589 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 152715 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1297 members 
Mstep: Class 25 contains 9968 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6059 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3858 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61737 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121228 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210380.000000 Penalty: 52236.687500
Iteration 430Q: 84 clusters Score -5.821038e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111562 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125494 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118233 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138589 members 
Mstep: Class 20 contains 10870 members 
Mstep: Class 21 contains 152725 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 9970 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3859 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61740 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121240 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210416.000000 Penalty: 52236.687500
Iteration 431Q: 84 clusters Score -5.821042e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111564 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125489 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118231 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138589 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 152730 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 9972 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3863 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61742 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121247 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210384.000000 Penalty: 52236.687500
Iteration 432Q: 84 clusters Score -5.821038e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 111562 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125486 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5313 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 13327 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118227 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138590 members 
Mstep: Class 20 contains 10884 members 
Mstep: Class 21 contains 152733 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1277 members 
Mstep: Class 25 contains 9975 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3866 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61749 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121256 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 433Q: 84 clusters Score -5.821045e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125476 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138591 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 152727 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1266 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3860 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61757 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121273 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 434Q: 84 clusters Score -5.821045e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125464 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13326 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118231 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138588 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 152724 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1255 members 
Mstep: Class 25 contains 9982 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3860 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61763 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121278 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210548.000000 Penalty: 52236.687500
Iteration 435Q: 84 clusters Score -5.821055e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 111558 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125452 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13325 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118234 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138589 members 
Mstep: Class 20 contains 10917 members 
Mstep: Class 21 contains 152709 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1245 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3864 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61768 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121288 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210576.000000 Penalty: 52236.687500
Iteration 436Q: 84 clusters Score -5.821058e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125446 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 72884 members 
Mstep: Class 15 contains 118232 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138583 members 
Mstep: Class 20 contains 10932 members 
Mstep: Class 21 contains 152703 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 9986 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2588 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6057 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3865 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61771 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121295 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210524.000000 Penalty: 52236.687500
Iteration 437Q: 84 clusters Score -5.821052e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 111556 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125440 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13332 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118229 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138583 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 152686 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1232 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3869 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61776 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121309 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210524.000000 Penalty: 52236.687500
Iteration 438Q: 84 clusters Score -5.821052e+07 nChanged 187
Entering ConstructFrom: 
Score: -58210524.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5318.361816 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5318.362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5351.336426 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5351.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5357.454102 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -5357.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5359.771484 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5359.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5361.679199 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -5361.679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5361.679199 Penalty: 412.466553
	Iteration 5F: 3 clusters Score -5361.679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Entering Unmasked Estep 
Score: -1059731.750000 Penalty: 444.530426
	Iteration 0F: 2 clusters Score -1059732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1048123.250000 Penalty: 889.060852
	Iteration 0F: 3 clusters Score -1048123 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1052794.750000 Penalty: 889.060852
	Iteration 1F: 3 clusters Score -1052795 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1053099.375000 Penalty: 889.060852
	Iteration 2Q: 3 clusters Score -1053099 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1053547.500000 Penalty: 889.060852
	Iteration 3F: 3 clusters Score -1053548 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1054172.375000 Penalty: 889.060852
	Iteration 4F: 3 clusters Score -1054172 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1054990.250000 Penalty: 889.060852
	Iteration 5F: 3 clusters Score -1054990 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1055937.000000 Penalty: 889.060852
	Iteration 6F: 3 clusters Score -1055937 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1056757.000000 Penalty: 889.060852
	Iteration 7F: 3 clusters Score -1056757 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1057267.500000 Penalty: 889.060852
	Iteration 8Q: 3 clusters Score -1057268 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1057570.875000 Penalty: 889.060852
	Iteration 9Q: 3 clusters Score -1057571 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1057801.625000 Penalty: 889.060852
	Iteration 10Q: 3 clusters Score -1057802 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1058017.750000 Penalty: 889.060852
	Iteration 11Q: 3 clusters Score -1058018 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1058217.500000 Penalty: 889.060852
	Iteration 12Q: 3 clusters Score -1058218 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1058393.625000 Penalty: 889.060852
	Iteration 13Q: 3 clusters Score -1058394 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1058540.625000 Penalty: 889.060852
	Iteration 14Q: 3 clusters Score -1058541 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1058680.750000 Penalty: 889.060852
	Iteration 15Q: 3 clusters Score -1058681 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1058789.625000 Penalty: 889.060852
	Iteration 16Q: 3 clusters Score -1058790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1058879.000000 Penalty: 889.060852
	Iteration 17Q: 3 clusters Score -1058879 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1058966.000000 Penalty: 889.060852
	Iteration 18Q: 3 clusters Score -1058966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1059042.125000 Penalty: 889.060852
	Iteration 19Q: 3 clusters Score -1059042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1059106.875000 Penalty: 889.060852
	Iteration 20F: 3 clusters Score -1059107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1059180.125000 Penalty: 889.060852
	Iteration 21Q: 3 clusters Score -1059180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1059234.875000 Penalty: 889.060852
	Iteration 22Q: 3 clusters Score -1059235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1059274.750000 Penalty: 889.060852
	Iteration 23Q: 3 clusters Score -1059275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1059299.500000 Penalty: 889.060852
	Iteration 24Q: 3 clusters Score -1059300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1059310.250000 Penalty: 889.060852
	Iteration 25Q: 3 clusters Score -1059310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1059322.125000 Penalty: 889.060852
	Iteration 26Q: 3 clusters Score -1059322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1059328.750000 Penalty: 889.060852
	Iteration 27Q: 3 clusters Score -1059329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1059329.875000 Penalty: 889.060852
	Iteration 28Q: 3 clusters Score -1059330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1059334.625000 Penalty: 889.060852
	Iteration 29Q: 3 clusters Score -1059335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1059336.375000 Penalty: 889.060852
	Iteration 30Q: 3 clusters Score -1059336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1059339.000000 Penalty: 889.060852
	Iteration 31Q: 3 clusters Score -1059339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1059340.500000 Penalty: 889.060852
	Iteration 32Q: 3 clusters Score -1059340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1059340.375000 Penalty: 889.060852
	Iteration 33Q: 3 clusters Score -1059340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1059340.375000 Penalty: 889.060852
	Iteration 34Q: 3 clusters Score -1059340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1059343.500000 Penalty: 889.060852
	Iteration 35Q: 3 clusters Score -1059344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1059346.500000 Penalty: 889.060852
	Iteration 36Q: 3 clusters Score -1059346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1059346.375000 Penalty: 889.060852
	Iteration 37Q: 3 clusters Score -1059346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1059348.500000 Penalty: 889.060852
	Iteration 38Q: 3 clusters Score -1059348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1059348.125000 Penalty: 889.060852
	Iteration 39Q: 3 clusters Score -1059348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1059349.000000 Penalty: 889.060852
	Iteration 40F: 3 clusters Score -1059349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1059349.500000 Penalty: 889.060852
	Iteration 41Q: 3 clusters Score -1059350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1059352.250000 Penalty: 889.060852
	Iteration 42Q: 3 clusters Score -1059352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1059355.125000 Penalty: 889.060852
	Iteration 43Q: 3 clusters Score -1059355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1059358.375000 Penalty: 889.060852
	Iteration 44Q: 3 clusters Score -1059358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1059360.750000 Penalty: 889.060852
	Iteration 45Q: 3 clusters Score -1059361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1059361.875000 Penalty: 889.060852
	Iteration 46Q: 3 clusters Score -1059362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1059362.250000 Penalty: 889.060852
	Iteration 47Q: 3 clusters Score -1059362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1059362.250000 Penalty: 889.060852
	Iteration 48Q: 3 clusters Score -1059362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1059363.375000 Penalty: 889.060852
	Iteration 49Q: 3 clusters Score -1059363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1059363.625000 Penalty: 889.060852
	Iteration 50Q: 3 clusters Score -1059364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1059366.625000 Penalty: 889.060852
	Iteration 51Q: 3 clusters Score -1059367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1059368.750000 Penalty: 889.060852
	Iteration 52Q: 3 clusters Score -1059369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1059371.500000 Penalty: 889.060852
	Iteration 53Q: 3 clusters Score -1059372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1059372.750000 Penalty: 889.060852
	Iteration 54Q: 3 clusters Score -1059373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1059374.125000 Penalty: 889.060852
	Iteration 55Q: 3 clusters Score -1059374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1059374.375000 Penalty: 889.060852
	Iteration 56Q: 3 clusters Score -1059374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1059375.875000 Penalty: 889.060852
	Iteration 57Q: 3 clusters Score -1059376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1059376.500000 Penalty: 889.060852
	Iteration 58Q: 3 clusters Score -1059376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1059376.500000 Penalty: 889.060852
	Iteration 59F: 3 clusters Score -1059376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -532864.625000 Penalty: 413.341888
	Iteration 0F: 2 clusters Score -532864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -526958.000000 Penalty: 826.683777
	Iteration 0F: 3 clusters Score -526958 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -529301.562500 Penalty: 826.683777
	Iteration 1F: 3 clusters Score -529301.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -529571.437500 Penalty: 826.683777
	Iteration 2F: 3 clusters Score -529571.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -529858.562500 Penalty: 826.683777
	Iteration 3F: 3 clusters Score -529858.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -530121.937500 Penalty: 826.683777
	Iteration 4F: 3 clusters Score -530121.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -530391.562500 Penalty: 826.683777
	Iteration 5F: 3 clusters Score -530391.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -530659.500000 Penalty: 826.683777
	Iteration 6F: 3 clusters Score -530659.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -530890.187500 Penalty: 826.683777
	Iteration 7Q: 3 clusters Score -530890.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -531091.062500 Penalty: 826.683777
	Iteration 8Q: 3 clusters Score -531091.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -531230.437500 Penalty: 826.683777
	Iteration 9Q: 3 clusters Score -531230.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -531339.250000 Penalty: 826.683777
	Iteration 10Q: 3 clusters Score -531339.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -531406.500000 Penalty: 826.683777
	Iteration 11Q: 3 clusters Score -531406.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -531464.625000 Penalty: 826.683777
	Iteration 12Q: 3 clusters Score -531464.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -531518.687500 Penalty: 826.683777
	Iteration 13Q: 3 clusters Score -531518.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -531567.562500 Penalty: 826.683777
	Iteration 14Q: 3 clusters Score -531567.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -531615.812500 Penalty: 826.683777
	Iteration 15Q: 3 clusters Score -531615.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -531669.375000 Penalty: 826.683777
	Iteration 16Q: 3 clusters Score -531669.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -531732.250000 Penalty: 826.683777
	Iteration 17Q: 3 clusters Score -531732.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -531796.437500 Penalty: 826.683777
	Iteration 18Q: 3 clusters Score -531796.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -531850.500000 Penalty: 826.683777
	Iteration 19Q: 3 clusters Score -531850.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -531912.125000 Penalty: 826.683777
	Iteration 20F: 3 clusters Score -531912.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -531982.437500 Penalty: 826.683777
	Iteration 21Q: 3 clusters Score -531982.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -532060.437500 Penalty: 826.683777
	Iteration 22Q: 3 clusters Score -532060.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -532143.062500 Penalty: 826.683777
	Iteration 23Q: 3 clusters Score -532143.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -532231.062500 Penalty: 826.683777
	Iteration 24Q: 3 clusters Score -532231.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -532288.500000 Penalty: 826.683777
	Iteration 25Q: 3 clusters Score -532288.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -532345.312500 Penalty: 826.683777
	Iteration 26Q: 3 clusters Score -532345.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -532381.937500 Penalty: 826.683777
	Iteration 27Q: 3 clusters Score -532381.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -532409.750000 Penalty: 826.683777
	Iteration 28Q: 3 clusters Score -532409.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -532426.187500 Penalty: 826.683777
	Iteration 29Q: 3 clusters Score -532426.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -532442.750000 Penalty: 826.683777
	Iteration 30Q: 3 clusters Score -532442.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -532455.937500 Penalty: 826.683777
	Iteration 31Q: 3 clusters Score -532455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -532468.750000 Penalty: 826.683777
	Iteration 32Q: 3 clusters Score -532468.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -532478.687500 Penalty: 826.683777
	Iteration 33Q: 3 clusters Score -532478.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -532482.562500 Penalty: 826.683777
	Iteration 34Q: 3 clusters Score -532482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -532486.062500 Penalty: 826.683777
	Iteration 35Q: 3 clusters Score -532486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -532486.750000 Penalty: 826.683777
	Iteration 36Q: 3 clusters Score -532486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -532488.812500 Penalty: 826.683777
	Iteration 37Q: 3 clusters Score -532488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -532489.125000 Penalty: 826.683777
	Iteration 38Q: 3 clusters Score -532489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -532489.125000 Penalty: 826.683777
	Iteration 39F: 3 clusters Score -532489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Entering Unmasked Estep 
Score: -6720157.500000 Penalty: 528.812622
	Iteration 0F: 2 clusters Score -6720158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -6646684.000000 Penalty: 1057.625244
	Iteration 0F: 3 clusters Score -6646684 nChanged 54531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -6682897.500000 Penalty: 1057.625244
	Iteration 1F: 3 clusters Score -6682898 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -6688366.000000 Penalty: 1057.625244
	Iteration 2F: 3 clusters Score -6688366 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -6696077.000000 Penalty: 1057.625244
	Iteration 3F: 3 clusters Score -6696077 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -6704446.500000 Penalty: 1057.625244
	Iteration 4F: 3 clusters Score -6704446 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -6711258.000000 Penalty: 1057.625244
	Iteration 5F: 3 clusters Score -6711258 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -6715293.000000 Penalty: 1057.625244
	Iteration 6Q: 3 clusters Score -6715293 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -6717193.000000 Penalty: 1057.625244
	Iteration 7Q: 3 clusters Score -6717193 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -6718290.000000 Penalty: 1057.625244
	Iteration 8Q: 3 clusters Score -6718290 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -6719008.500000 Penalty: 1057.625244
	Iteration 9Q: 3 clusters Score -6719008 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -6719468.000000 Penalty: 1057.625244
	Iteration 10Q: 3 clusters Score -6719468 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -6719765.000000 Penalty: 1057.625244
	Iteration 11Q: 3 clusters Score -6719765 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -6719950.000000 Penalty: 1057.625244
	Iteration 12Q: 3 clusters Score -6719950 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -6720087.500000 Penalty: 1057.625244
	Iteration 13Q: 3 clusters Score -6720088 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -6720130.000000 Penalty: 1057.625244
	Iteration 14Q: 3 clusters Score -6720130 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -6720125.000000 Penalty: 1057.625244
	Iteration 15Q: 3 clusters Score -6720125 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 110248 members 
Entering Unmasked Estep 
Score: -6720107.000000 Penalty: 1057.625244
	Iteration 16Q: 3 clusters Score -6720107 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -6720105.000000 Penalty: 1057.625244
	Iteration 17Q: 3 clusters Score -6720105 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -6720082.500000 Penalty: 1057.625244
	Iteration 18Q: 3 clusters Score -6720082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -6720060.500000 Penalty: 1057.625244
	Iteration 19Q: 3 clusters Score -6720060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -6720038.000000 Penalty: 1057.625244
	Iteration 20F: 3 clusters Score -6720038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -6720026.000000 Penalty: 1057.625244
	Iteration 21Q: 3 clusters Score -6720026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111089 members 
Entering Unmasked Estep 
Score: -6720017.000000 Penalty: 1057.625244
	Iteration 22Q: 3 clusters Score -6720017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -6720007.500000 Penalty: 1057.625244
	Iteration 23Q: 3 clusters Score -6720008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -6719983.500000 Penalty: 1057.625244
	Iteration 24Q: 3 clusters Score -6719984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -6719974.000000 Penalty: 1057.625244
	Iteration 25Q: 3 clusters Score -6719974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -6719979.500000 Penalty: 1057.625244
	Iteration 26Q: 3 clusters Score -6719980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -6719966.500000 Penalty: 1057.625244
	Iteration 27Q: 3 clusters Score -6719966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -6719953.500000 Penalty: 1057.625244
	Iteration 28Q: 3 clusters Score -6719954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 111278 members 
Entering Unmasked Estep 
Score: -6719962.000000 Penalty: 1057.625244
	Iteration 29Q: 3 clusters Score -6719962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -6719950.000000 Penalty: 1057.625244
	Iteration 30Q: 3 clusters Score -6719950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -6719951.000000 Penalty: 1057.625244
	Iteration 31Q: 3 clusters Score -6719951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -6719951.000000 Penalty: 1057.625244
	Iteration 32Q: 3 clusters Score -6719951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -6719948.500000 Penalty: 1057.625244
	Iteration 33Q: 3 clusters Score -6719948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -6719945.500000 Penalty: 1057.625244
	Iteration 34Q: 3 clusters Score -6719946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -6719939.000000 Penalty: 1057.625244
	Iteration 35Q: 3 clusters Score -6719939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -6719939.000000 Penalty: 1057.625244
	Iteration 36F: 3 clusters Score -6719939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -277877.031250 Penalty: 384.967957
	Iteration 0F: 2 clusters Score -277877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -274694.937500 Penalty: 769.935913
	Iteration 0F: 3 clusters Score -274694.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -275973.750000 Penalty: 769.935913
	Iteration 1F: 3 clusters Score -275973.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -276200.875000 Penalty: 769.935913
	Iteration 2F: 3 clusters Score -276200.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -276393.250000 Penalty: 769.935913
	Iteration 3F: 3 clusters Score -276393.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -276597.250000 Penalty: 769.935913
	Iteration 4F: 3 clusters Score -276597.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -276807.125000 Penalty: 769.935913
	Iteration 5F: 3 clusters Score -276807.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -276974.468750 Penalty: 769.935913
	Iteration 6Q: 3 clusters Score -276974.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -277067.312500 Penalty: 769.935913
	Iteration 7Q: 3 clusters Score -277067.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -277130.625000 Penalty: 769.935913
	Iteration 8Q: 3 clusters Score -277130.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -277183.250000 Penalty: 769.935913
	Iteration 9Q: 3 clusters Score -277183.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -277232.781250 Penalty: 769.935913
	Iteration 10Q: 3 clusters Score -277232.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -277280.406250 Penalty: 769.935913
	Iteration 11Q: 3 clusters Score -277280.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -277310.750000 Penalty: 769.935913
	Iteration 12Q: 3 clusters Score -277310.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -277343.500000 Penalty: 769.935913
	Iteration 13Q: 3 clusters Score -277343.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -277376.375000 Penalty: 769.935913
	Iteration 14Q: 3 clusters Score -277376.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -277391.812500 Penalty: 769.935913
	Iteration 15Q: 3 clusters Score -277391.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -277407.437500 Penalty: 769.935913
	Iteration 16Q: 3 clusters Score -277407.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -277422.656250 Penalty: 769.935913
	Iteration 17Q: 3 clusters Score -277422.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -277438.000000 Penalty: 769.935913
	Iteration 18Q: 3 clusters Score -277438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -277450.218750 Penalty: 769.935913
	Iteration 19Q: 3 clusters Score -277450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -277461.093750 Penalty: 769.935913
	Iteration 20F: 3 clusters Score -277461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -277469.031250 Penalty: 769.935913
	Iteration 21Q: 3 clusters Score -277469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -277471.843750 Penalty: 769.935913
	Iteration 22Q: 3 clusters Score -277471.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -277475.718750 Penalty: 769.935913
	Iteration 23Q: 3 clusters Score -277475.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -277486.000000 Penalty: 769.935913
	Iteration 24Q: 3 clusters Score -277486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -277498.531250 Penalty: 769.935913
	Iteration 25Q: 3 clusters Score -277498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -277504.843750 Penalty: 769.935913
	Iteration 26Q: 3 clusters Score -277504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -277508.625000 Penalty: 769.935913
	Iteration 27Q: 3 clusters Score -277508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -277511.968750 Penalty: 769.935913
	Iteration 28Q: 3 clusters Score -277512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -277515.093750 Penalty: 769.935913
	Iteration 29Q: 3 clusters Score -277515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -277518.281250 Penalty: 769.935913
	Iteration 30Q: 3 clusters Score -277518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -277521.187500 Penalty: 769.935913
	Iteration 31Q: 3 clusters Score -277521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -277523.718750 Penalty: 769.935913
	Iteration 32Q: 3 clusters Score -277523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -277525.656250 Penalty: 769.935913
	Iteration 33Q: 3 clusters Score -277525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -277526.875000 Penalty: 769.935913
	Iteration 34Q: 3 clusters Score -277526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -277528.031250 Penalty: 769.935913
	Iteration 35Q: 3 clusters Score -277528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -277528.031250 Penalty: 769.935913
	Iteration 36F: 3 clusters Score -277528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 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 375 members 
Entering Unmasked Estep 
Score: -46156.546875 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46156.55 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46403.164062 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46403.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46463.476562 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46463.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46510.468750 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46510.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46546.718750 Penalty: 605.995789
	Iteration 4Q: 3 clusters Score -46546.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46572.210938 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46572.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46600.171875 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46600.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46626.046875 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46626.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46652.585938 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46652.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46674.132812 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46674.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46705.476562 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46705.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46724.617188 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46724.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46734.968750 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46734.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46741.437500 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46741.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46743.292969 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46743.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46744.027344 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -46744.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46744.109375 Penalty: 605.995789
	Iteration 16Q: 3 clusters Score -46744.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46744.109375 Penalty: 605.995789
	Iteration 17F: 3 clusters Score -46744.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6920.104492 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6920.104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7032.303711 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7032.304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7049.588867 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7049.589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7070.569824 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7070.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7096.040527 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -7096.041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7103.190918 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7103.191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7116.039062 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7116.039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7129.045898 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7129.046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7137.063477 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7137.063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7140.083496 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7140.083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7142.794922 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7142.795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7145.537598 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -7145.538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7150.646484 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -7150.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7151.931152 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -7151.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7153.924316 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -7153.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7158.437988 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -7158.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7159.365723 Penalty: 531.762573
	Iteration 16F: 3 clusters Score -7159.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7164.194336 Penalty: 531.762573
	Iteration 17Q: 3 clusters Score -7164.194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7166.539551 Penalty: 531.762573
	Iteration 18Q: 3 clusters Score -7166.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7169.043457 Penalty: 531.762573
	Iteration 19Q: 3 clusters Score -7169.043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7169.043457 Penalty: 531.762573
	Iteration 20F: 3 clusters Score -7169.043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Entering Unmasked Estep 
Score: -7386590.000000 Penalty: 534.147766
	Iteration 0F: 2 clusters Score -7386590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -7301865.500000 Penalty: 1068.295532
	Iteration 0F: 3 clusters Score -7301866 nChanged 61550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -7341236.000000 Penalty: 1068.295532
	Iteration 1F: 3 clusters Score -7341236 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7344330.500000 Penalty: 1068.295532
	Iteration 2F: 3 clusters Score -7344330 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7348811.000000 Penalty: 1068.295532
	Iteration 3F: 3 clusters Score -7348811 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -7354607.000000 Penalty: 1068.295532
	Iteration 4F: 3 clusters Score -7354607 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -7361071.000000 Penalty: 1068.295532
	Iteration 5F: 3 clusters Score -7361071 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7366628.500000 Penalty: 1068.295532
	Iteration 6F: 3 clusters Score -7366628 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -7370074.500000 Penalty: 1068.295532
	Iteration 7Q: 3 clusters Score -7370074 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -7372000.000000 Penalty: 1068.295532
	Iteration 8Q: 3 clusters Score -7372000 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -7373037.500000 Penalty: 1068.295532
	Iteration 9Q: 3 clusters Score -7373038 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -7374048.500000 Penalty: 1068.295532
	Iteration 10Q: 3 clusters Score -7374048 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -7374958.000000 Penalty: 1068.295532
	Iteration 11Q: 3 clusters Score -7374958 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -7375949.500000 Penalty: 1068.295532
	Iteration 12Q: 3 clusters Score -7375950 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -7377028.500000 Penalty: 1068.295532
	Iteration 13Q: 3 clusters Score -7377028 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -7378113.000000 Penalty: 1068.295532
	Iteration 14Q: 3 clusters Score -7378113 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -7379178.000000 Penalty: 1068.295532
	Iteration 15Q: 3 clusters Score -7379178 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -7380279.000000 Penalty: 1068.295532
	Iteration 16Q: 3 clusters Score -7380279 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -7381282.000000 Penalty: 1068.295532
	Iteration 17Q: 3 clusters Score -7381282 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -7382114.000000 Penalty: 1068.295532
	Iteration 18Q: 3 clusters Score -7382114 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7382889.000000 Penalty: 1068.295532
	Iteration 19Q: 3 clusters Score -7382889 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -7383550.000000 Penalty: 1068.295532
	Iteration 20F: 3 clusters Score -7383550 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -7384087.000000 Penalty: 1068.295532
	Iteration 21Q: 3 clusters Score -7384087 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7384525.500000 Penalty: 1068.295532
	Iteration 22Q: 3 clusters Score -7384526 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -7384899.500000 Penalty: 1068.295532
	Iteration 23Q: 3 clusters Score -7384900 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119519 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7385186.500000 Penalty: 1068.295532
	Iteration 24Q: 3 clusters Score -7385186 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7385494.000000 Penalty: 1068.295532
	Iteration 25Q: 3 clusters Score -7385494 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7385721.000000 Penalty: 1068.295532
	Iteration 26Q: 3 clusters Score -7385721 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7385909.500000 Penalty: 1068.295532
	Iteration 27Q: 3 clusters Score -7385910 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122115 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7386085.500000 Penalty: 1068.295532
	Iteration 28Q: 3 clusters Score -7386086 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7386206.500000 Penalty: 1068.295532
	Iteration 29Q: 3 clusters Score -7386206 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122876 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7386311.000000 Penalty: 1068.295532
	Iteration 30Q: 3 clusters Score -7386311 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7386346.500000 Penalty: 1068.295532
	Iteration 31Q: 3 clusters Score -7386346 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7386402.000000 Penalty: 1068.295532
	Iteration 32Q: 3 clusters Score -7386402 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7386427.000000 Penalty: 1068.295532
	Iteration 33Q: 3 clusters Score -7386427 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123742 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7386481.000000 Penalty: 1068.295532
	Iteration 34Q: 3 clusters Score -7386481 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7386519.000000 Penalty: 1068.295532
	Iteration 35Q: 3 clusters Score -7386519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7386522.500000 Penalty: 1068.295532
	Iteration 36Q: 3 clusters Score -7386522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7386517.000000 Penalty: 1068.295532
	Iteration 37Q: 3 clusters Score -7386517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7386528.000000 Penalty: 1068.295532
	Iteration 38Q: 3 clusters Score -7386528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7386539.500000 Penalty: 1068.295532
	Iteration 39Q: 3 clusters Score -7386540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7386548.000000 Penalty: 1068.295532
	Iteration 40F: 3 clusters Score -7386548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7386541.500000 Penalty: 1068.295532
	Iteration 41Q: 3 clusters Score -7386542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124371 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7386540.000000 Penalty: 1068.295532
	Iteration 42Q: 3 clusters Score -7386540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7386532.500000 Penalty: 1068.295532
	Iteration 43Q: 3 clusters Score -7386532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7386524.500000 Penalty: 1068.295532
	Iteration 44Q: 3 clusters Score -7386524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7386529.500000 Penalty: 1068.295532
	Iteration 45Q: 3 clusters Score -7386530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7386526.000000 Penalty: 1068.295532
	Iteration 46Q: 3 clusters Score -7386526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7386516.000000 Penalty: 1068.295532
	Iteration 47Q: 3 clusters Score -7386516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7386524.500000 Penalty: 1068.295532
	Iteration 48Q: 3 clusters Score -7386524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7386531.500000 Penalty: 1068.295532
	Iteration 49Q: 3 clusters Score -7386532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7386515.500000 Penalty: 1068.295532
	Iteration 50Q: 3 clusters Score -7386516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7386511.000000 Penalty: 1068.295532
	Iteration 51Q: 3 clusters Score -7386511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7386511.500000 Penalty: 1068.295532
	Iteration 52Q: 3 clusters Score -7386512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7386518.500000 Penalty: 1068.295532
	Iteration 53Q: 3 clusters Score -7386518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7386525.500000 Penalty: 1068.295532
	Iteration 54Q: 3 clusters Score -7386526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7386527.500000 Penalty: 1068.295532
	Iteration 55Q: 3 clusters Score -7386528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7386526.500000 Penalty: 1068.295532
	Iteration 56Q: 3 clusters Score -7386526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7386526.500000 Penalty: 1068.295532
	Iteration 57Q: 3 clusters Score -7386526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7386525.500000 Penalty: 1068.295532
	Iteration 58Q: 3 clusters Score -7386526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7386520.000000 Penalty: 1068.295532
	Iteration 59Q: 3 clusters Score -7386520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7386525.000000 Penalty: 1068.295532
	Iteration 60F: 3 clusters Score -7386525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7386525.000000 Penalty: 1068.295532
	Iteration 61Q: 3 clusters Score -7386525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124638 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7386521.500000 Penalty: 1068.295532
	Iteration 62Q: 3 clusters Score -7386522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7386525.000000 Penalty: 1068.295532
	Iteration 63Q: 3 clusters Score -7386525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7386525.000000 Penalty: 1068.295532
	Iteration 64F: 3 clusters Score -7386525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24494.896484 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24494.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24682.914062 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24682.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24767.937500 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24767.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24832.095703 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24832.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24903.705078 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -24903.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24939.867188 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -24939.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25001.923828 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25001.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25056.148438 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25056.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25058.324219 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25058.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25059.517578 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25059.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25059.517578 Penalty: 552.647095
	Iteration 10F: 3 clusters Score -25059.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 271 members 
Entering Unmasked Estep 
Score: -58210368.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58210524.000000 to -58210368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22136.453125 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22136.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22259.693359 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22259.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22331.291016 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22331.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22385.203125 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22407.166016 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22407.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22427.371094 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22427.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22450.273438 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22450.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22466.128906 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22466.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22473.570312 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22473.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22478.316406 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22478.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22479.576172 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22479.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22479.576172 Penalty: 541.745117
	Iteration 11F: 3 clusters Score -22479.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -319112.562500 Penalty: 389.994263
	Iteration 0F: 2 clusters Score -319112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -315576.312500 Penalty: 779.988525
	Iteration 0F: 3 clusters Score -315576.3 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -316980.218750 Penalty: 779.988525
	Iteration 1F: 3 clusters Score -316980.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -317084.968750 Penalty: 779.988525
	Iteration 2Q: 3 clusters Score -317085 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -317187.968750 Penalty: 779.988525
	Iteration 3Q: 3 clusters Score -317188 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -317328.500000 Penalty: 779.988525
	Iteration 4Q: 3 clusters Score -317328.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -317502.906250 Penalty: 779.988525
	Iteration 5Q: 3 clusters Score -317502.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -317651.656250 Penalty: 779.988525
	Iteration 6Q: 3 clusters Score -317651.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -317766.187500 Penalty: 779.988525
	Iteration 7Q: 3 clusters Score -317766.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -317831.937500 Penalty: 779.988525
	Iteration 8Q: 3 clusters Score -317831.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -317862.718750 Penalty: 779.988525
	Iteration 9Q: 3 clusters Score -317862.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -317874.531250 Penalty: 779.988525
	Iteration 10Q: 3 clusters Score -317874.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317883.468750 Penalty: 779.988525
	Iteration 11Q: 3 clusters Score -317883.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -317888.031250 Penalty: 779.988525
	Iteration 12Q: 3 clusters Score -317888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -317892.500000 Penalty: 779.988525
	Iteration 13Q: 3 clusters Score -317892.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -317895.968750 Penalty: 779.988525
	Iteration 14Q: 3 clusters Score -317896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -317899.250000 Penalty: 779.988525
	Iteration 15Q: 3 clusters Score -317899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -317902.281250 Penalty: 779.988525
	Iteration 16Q: 3 clusters Score -317902.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -317905.531250 Penalty: 779.988525
	Iteration 17Q: 3 clusters Score -317905.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -317913.218750 Penalty: 779.988525
	Iteration 18Q: 3 clusters Score -317913.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -317920.843750 Penalty: 779.988525
	Iteration 19Q: 3 clusters Score -317920.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -317927.687500 Penalty: 779.988525
	Iteration 20F: 3 clusters Score -317927.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -317932.468750 Penalty: 779.988525
	Iteration 21Q: 3 clusters Score -317932.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -317937.656250 Penalty: 779.988525
	Iteration 22Q: 3 clusters Score -317937.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -317941.593750 Penalty: 779.988525
	Iteration 23Q: 3 clusters Score -317941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -317944.687500 Penalty: 779.988525
	Iteration 24Q: 3 clusters Score -317944.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -317949.656250 Penalty: 779.988525
	Iteration 25Q: 3 clusters Score -317949.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -317951.593750 Penalty: 779.988525
	Iteration 26Q: 3 clusters Score -317951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -317955.187500 Penalty: 779.988525
	Iteration 27Q: 3 clusters Score -317955.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -317959.562500 Penalty: 779.988525
	Iteration 28Q: 3 clusters Score -317959.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -317964.156250 Penalty: 779.988525
	Iteration 29Q: 3 clusters Score -317964.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -317967.031250 Penalty: 779.988525
	Iteration 30Q: 3 clusters Score -317967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -317970.343750 Penalty: 779.988525
	Iteration 31Q: 3 clusters Score -317970.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -317975.187500 Penalty: 779.988525
	Iteration 32Q: 3 clusters Score -317975.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -317976.781250 Penalty: 779.988525
	Iteration 33Q: 3 clusters Score -317976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -317979.562500 Penalty: 779.988525
	Iteration 34Q: 3 clusters Score -317979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -317982.125000 Penalty: 779.988525
	Iteration 35Q: 3 clusters Score -317982.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -317987.125000 Penalty: 779.988525
	Iteration 36Q: 3 clusters Score -317987.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -317993.031250 Penalty: 779.988525
	Iteration 37Q: 3 clusters Score -317993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -318001.187500 Penalty: 779.988525
	Iteration 38Q: 3 clusters Score -318001.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -318008.812500 Penalty: 779.988525
	Iteration 39Q: 3 clusters Score -318008.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -318015.500000 Penalty: 779.988525
	Iteration 40F: 3 clusters Score -318015.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -318021.656250 Penalty: 779.988525
	Iteration 41Q: 3 clusters Score -318021.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -318034.812500 Penalty: 779.988525
	Iteration 42Q: 3 clusters Score -318034.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -318056.000000 Penalty: 779.988525
	Iteration 43Q: 3 clusters Score -318056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -318088.968750 Penalty: 779.988525
	Iteration 44Q: 3 clusters Score -318089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -318132.062500 Penalty: 779.988525
	Iteration 45Q: 3 clusters Score -318132.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -318195.968750 Penalty: 779.988525
	Iteration 46Q: 3 clusters Score -318196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -318257.218750 Penalty: 779.988525
	Iteration 47Q: 3 clusters Score -318257.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -318329.937500 Penalty: 779.988525
	Iteration 48Q: 3 clusters Score -318329.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -318405.312500 Penalty: 779.988525
	Iteration 49Q: 3 clusters Score -318405.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -318503.437500 Penalty: 779.988525
	Iteration 50Q: 3 clusters Score -318503.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -318619.593750 Penalty: 779.988525
	Iteration 51Q: 3 clusters Score -318619.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -318684.812500 Penalty: 779.988525
	Iteration 52Q: 3 clusters Score -318684.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -318726.000000 Penalty: 779.988525
	Iteration 53Q: 3 clusters Score -318726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -318757.250000 Penalty: 779.988525
	Iteration 54Q: 3 clusters Score -318757.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -318790.187500 Penalty: 779.988525
	Iteration 55Q: 3 clusters Score -318790.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -318816.531250 Penalty: 779.988525
	Iteration 56Q: 3 clusters Score -318816.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -318830.281250 Penalty: 779.988525
	Iteration 57Q: 3 clusters Score -318830.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -318835.656250 Penalty: 779.988525
	Iteration 58Q: 3 clusters Score -318835.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -318841.750000 Penalty: 779.988525
	Iteration 59Q: 3 clusters Score -318841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -318846.781250 Penalty: 779.988525
	Iteration 60F: 3 clusters Score -318846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -318848.687500 Penalty: 779.988525
	Iteration 61Q: 3 clusters Score -318848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -318850.781250 Penalty: 779.988525
	Iteration 62Q: 3 clusters Score -318850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -318851.343750 Penalty: 779.988525
	Iteration 63Q: 3 clusters Score -318851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -318851.312500 Penalty: 779.988525
	Iteration 64Q: 3 clusters Score -318851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -318851.843750 Penalty: 779.988525
	Iteration 65Q: 3 clusters Score -318851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318852.718750 Penalty: 779.988525
	Iteration 66Q: 3 clusters Score -318852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -318852.843750 Penalty: 779.988525
	Iteration 67Q: 3 clusters Score -318852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318853.500000 Penalty: 779.988525
	Iteration 68Q: 3 clusters Score -318853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318853.656250 Penalty: 779.988525
	Iteration 69Q: 3 clusters Score -318853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318854.312500 Penalty: 779.988525
	Iteration 70Q: 3 clusters Score -318854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318855.031250 Penalty: 779.988525
	Iteration 71Q: 3 clusters Score -318855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318855.375000 Penalty: 779.988525
	Iteration 72Q: 3 clusters Score -318855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318855.250000 Penalty: 779.988525
	Iteration 73Q: 3 clusters Score -318855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -318855.875000 Penalty: 779.988525
	Iteration 74Q: 3 clusters Score -318855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -318856.656250 Penalty: 779.988525
	Iteration 75Q: 3 clusters Score -318856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -318857.125000 Penalty: 779.988525
	Iteration 76Q: 3 clusters Score -318857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -318858.687500 Penalty: 779.988525
	Iteration 77Q: 3 clusters Score -318858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -318860.031250 Penalty: 779.988525
	Iteration 78Q: 3 clusters Score -318860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -318860.156250 Penalty: 779.988525
	Iteration 79Q: 3 clusters Score -318860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -318860.156250 Penalty: 779.988525
	Iteration 80F: 3 clusters Score -318860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -190120.687500 Penalty: 366.480774
	Iteration 0F: 2 clusters Score -190120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -187948.734375 Penalty: 732.961548
	Iteration 0F: 3 clusters Score -187948.7 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -188701.531250 Penalty: 732.961548
	Iteration 1F: 3 clusters Score -188701.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -188813.109375 Penalty: 732.961548
	Iteration 2F: 3 clusters Score -188813.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -188957.656250 Penalty: 732.961548
	Iteration 3F: 3 clusters Score -188957.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -189089.515625 Penalty: 732.961548
	Iteration 4F: 3 clusters Score -189089.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -189241.562500 Penalty: 732.961548
	Iteration 5F: 3 clusters Score -189241.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -189376.859375 Penalty: 732.961548
	Iteration 6F: 3 clusters Score -189376.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -189490.906250 Penalty: 732.961548
	Iteration 7Q: 3 clusters Score -189490.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -189601.203125 Penalty: 732.961548
	Iteration 8Q: 3 clusters Score -189601.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -189708.750000 Penalty: 732.961548
	Iteration 9Q: 3 clusters Score -189708.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -189774.484375 Penalty: 732.961548
	Iteration 10Q: 3 clusters Score -189774.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -189798.875000 Penalty: 732.961548
	Iteration 11Q: 3 clusters Score -189798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -189821.562500 Penalty: 732.961548
	Iteration 12Q: 3 clusters Score -189821.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -189838.562500 Penalty: 732.961548
	Iteration 13Q: 3 clusters Score -189838.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -189852.328125 Penalty: 732.961548
	Iteration 14Q: 3 clusters Score -189852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -189858.593750 Penalty: 732.961548
	Iteration 15Q: 3 clusters Score -189858.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -189864.609375 Penalty: 732.961548
	Iteration 16Q: 3 clusters Score -189864.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -189866.921875 Penalty: 732.961548
	Iteration 17Q: 3 clusters Score -189866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -189868.812500 Penalty: 732.961548
	Iteration 18Q: 3 clusters Score -189868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -189869.671875 Penalty: 732.961548
	Iteration 19Q: 3 clusters Score -189869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -189869.968750 Penalty: 732.961548
	Iteration 20F: 3 clusters Score -189870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -189870.125000 Penalty: 732.961548
	Iteration 21Q: 3 clusters Score -189870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -189870.125000 Penalty: 732.961548
	Iteration 22F: 3 clusters Score -189870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Entering Unmasked Estep 
Score: -800593.250000 Penalty: 432.162292
	Iteration 0F: 2 clusters Score -800593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -791725.250000 Penalty: 864.324585
	Iteration 0F: 3 clusters Score -791725.2 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -795988.250000 Penalty: 864.324585
	Iteration 1F: 3 clusters Score -795988.2 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -796772.812500 Penalty: 864.324585
	Iteration 2F: 3 clusters Score -796772.8 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -797751.687500 Penalty: 864.324585
	Iteration 3F: 3 clusters Score -797751.7 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -798709.875000 Penalty: 864.324585
	Iteration 4F: 3 clusters Score -798709.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -799317.750000 Penalty: 864.324585
	Iteration 5Q: 3 clusters Score -799317.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -799652.312500 Penalty: 864.324585
	Iteration 6Q: 3 clusters Score -799652.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -799835.062500 Penalty: 864.324585
	Iteration 7Q: 3 clusters Score -799835.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -799944.125000 Penalty: 864.324585
	Iteration 8Q: 3 clusters Score -799944.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -800026.250000 Penalty: 864.324585
	Iteration 9Q: 3 clusters Score -800026.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -800096.000000 Penalty: 864.324585
	Iteration 10Q: 3 clusters Score -800096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -800142.250000 Penalty: 864.324585
	Iteration 11Q: 3 clusters Score -800142.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -800165.125000 Penalty: 864.324585
	Iteration 12Q: 3 clusters Score -800165.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -800200.875000 Penalty: 864.324585
	Iteration 13Q: 3 clusters Score -800200.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -800237.875000 Penalty: 864.324585
	Iteration 14Q: 3 clusters Score -800237.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -800262.625000 Penalty: 864.324585
	Iteration 15Q: 3 clusters Score -800262.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -800286.000000 Penalty: 864.324585
	Iteration 16Q: 3 clusters Score -800286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -800295.375000 Penalty: 864.324585
	Iteration 17Q: 3 clusters Score -800295.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -800303.125000 Penalty: 864.324585
	Iteration 18Q: 3 clusters Score -800303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -800315.437500 Penalty: 864.324585
	Iteration 19Q: 3 clusters Score -800315.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -800328.312500 Penalty: 864.324585
	Iteration 20F: 3 clusters Score -800328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -800337.062500 Penalty: 864.324585
	Iteration 21Q: 3 clusters Score -800337.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -800344.000000 Penalty: 864.324585
	Iteration 22Q: 3 clusters Score -800344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -800350.062500 Penalty: 864.324585
	Iteration 23Q: 3 clusters Score -800350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -800356.000000 Penalty: 864.324585
	Iteration 24Q: 3 clusters Score -800356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -800359.000000 Penalty: 864.324585
	Iteration 25Q: 3 clusters Score -800359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -800364.000000 Penalty: 864.324585
	Iteration 26Q: 3 clusters Score -800364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -800367.500000 Penalty: 864.324585
	Iteration 27Q: 3 clusters Score -800367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -800368.312500 Penalty: 864.324585
	Iteration 28Q: 3 clusters Score -800368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -800370.375000 Penalty: 864.324585
	Iteration 29Q: 3 clusters Score -800370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -800372.812500 Penalty: 864.324585
	Iteration 30Q: 3 clusters Score -800372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -800374.250000 Penalty: 864.324585
	Iteration 31Q: 3 clusters Score -800374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -800375.937500 Penalty: 864.324585
	Iteration 32Q: 3 clusters Score -800375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -800376.437500 Penalty: 864.324585
	Iteration 33Q: 3 clusters Score -800376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -800377.250000 Penalty: 864.324585
	Iteration 34Q: 3 clusters Score -800377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -800377.312500 Penalty: 864.324585
	Iteration 35Q: 3 clusters Score -800377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -800377.250000 Penalty: 864.324585
	Iteration 36Q: 3 clusters Score -800377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -800377.375000 Penalty: 864.324585
	Iteration 37Q: 3 clusters Score -800377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -800376.937500 Penalty: 864.324585
	Iteration 38Q: 3 clusters Score -800376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -800378.250000 Penalty: 864.324585
	Iteration 39Q: 3 clusters Score -800378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -800377.500000 Penalty: 864.324585
	Iteration 40F: 3 clusters Score -800377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -800378.062500 Penalty: 864.324585
	Iteration 41Q: 3 clusters Score -800378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -800378.062500 Penalty: 864.324585
	Iteration 42F: 3 clusters Score -800378.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Entering Unmasked Estep 
Score: -4373913.500000 Penalty: 509.447021
	Iteration 0F: 2 clusters Score -4373914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4324701.000000 Penalty: 1018.894043
	Iteration 0F: 3 clusters Score -4324701 nChanged 35397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4345252.000000 Penalty: 1018.894043
	Iteration 1F: 3 clusters Score -4345252 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4345685.000000 Penalty: 1018.894043
	Iteration 2Q: 3 clusters Score -4345685 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4346258.500000 Penalty: 1018.894043
	Iteration 3Q: 3 clusters Score -4346258 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -4347084.500000 Penalty: 1018.894043
	Iteration 4Q: 3 clusters Score -4347084 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4348414.000000 Penalty: 1018.894043
	Iteration 5Q: 3 clusters Score -4348414 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -4350707.000000 Penalty: 1018.894043
	Iteration 6F: 3 clusters Score -4350707 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -4354289.500000 Penalty: 1018.894043
	Iteration 7F: 3 clusters Score -4354290 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -4358763.000000 Penalty: 1018.894043
	Iteration 8F: 3 clusters Score -4358763 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -4362756.500000 Penalty: 1018.894043
	Iteration 9F: 3 clusters Score -4362756 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -4365172.000000 Penalty: 1018.894043
	Iteration 10Q: 3 clusters Score -4365172 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -4366596.500000 Penalty: 1018.894043
	Iteration 11Q: 3 clusters Score -4366596 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -4367764.000000 Penalty: 1018.894043
	Iteration 12Q: 3 clusters Score -4367764 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -4368948.500000 Penalty: 1018.894043
	Iteration 13Q: 3 clusters Score -4368948 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -4370032.000000 Penalty: 1018.894043
	Iteration 14Q: 3 clusters Score -4370032 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -4371000.500000 Penalty: 1018.894043
	Iteration 15Q: 3 clusters Score -4371000 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -4371738.000000 Penalty: 1018.894043
	Iteration 16Q: 3 clusters Score -4371738 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -4372338.000000 Penalty: 1018.894043
	Iteration 17Q: 3 clusters Score -4372338 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -4372754.500000 Penalty: 1018.894043
	Iteration 18Q: 3 clusters Score -4372754 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -4373068.500000 Penalty: 1018.894043
	Iteration 19Q: 3 clusters Score -4373068 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -4373303.000000 Penalty: 1018.894043
	Iteration 20F: 3 clusters Score -4373303 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -4373412.500000 Penalty: 1018.894043
	Iteration 21Q: 3 clusters Score -4373412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -4373439.000000 Penalty: 1018.894043
	Iteration 22Q: 3 clusters Score -4373439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -4373446.000000 Penalty: 1018.894043
	Iteration 23Q: 3 clusters Score -4373446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -4373453.000000 Penalty: 1018.894043
	Iteration 24Q: 3 clusters Score -4373453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -4373463.000000 Penalty: 1018.894043
	Iteration 25Q: 3 clusters Score -4373463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -4373466.500000 Penalty: 1018.894043
	Iteration 26Q: 3 clusters Score -4373466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -4373476.000000 Penalty: 1018.894043
	Iteration 27Q: 3 clusters Score -4373476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -4373475.000000 Penalty: 1018.894043
	Iteration 28Q: 3 clusters Score -4373475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -4373480.000000 Penalty: 1018.894043
	Iteration 29Q: 3 clusters Score -4373480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -4373480.500000 Penalty: 1018.894043
	Iteration 30Q: 3 clusters Score -4373480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4373483.500000 Penalty: 1018.894043
	Iteration 31Q: 3 clusters Score -4373484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4373483.500000 Penalty: 1018.894043
	Iteration 32F: 3 clusters Score -4373484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (118224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Entering Unmasked Estep 
Score: -7065239.500000 Penalty: 531.455261
	Iteration 0F: 2 clusters Score -7065240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -6987563.000000 Penalty: 1062.910522
	Iteration 0F: 3 clusters Score -6987563 nChanged 57823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -7024956.500000 Penalty: 1062.910522
	Iteration 1F: 3 clusters Score -7024956 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -7028429.000000 Penalty: 1062.910522
	Iteration 2F: 3 clusters Score -7028429 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7034146.000000 Penalty: 1062.910522
	Iteration 3F: 3 clusters Score -7034146 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -7042471.000000 Penalty: 1062.910522
	Iteration 4F: 3 clusters Score -7042471 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -7051866.000000 Penalty: 1062.910522
	Iteration 5F: 3 clusters Score -7051866 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -7058823.000000 Penalty: 1062.910522
	Iteration 6F: 3 clusters Score -7058823 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7062414.500000 Penalty: 1062.910522
	Iteration 7Q: 3 clusters Score -7062414 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7063996.500000 Penalty: 1062.910522
	Iteration 8Q: 3 clusters Score -7063996 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116952 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7064687.500000 Penalty: 1062.910522
	Iteration 9Q: 3 clusters Score -7064688 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117472 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7064997.000000 Penalty: 1062.910522
	Iteration 10Q: 3 clusters Score -7064997 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7065153.000000 Penalty: 1062.910522
	Iteration 11Q: 3 clusters Score -7065153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7065204.500000 Penalty: 1062.910522
	Iteration 12Q: 3 clusters Score -7065204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7065249.000000 Penalty: 1062.910522
	Iteration 13Q: 3 clusters Score -7065249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7065276.500000 Penalty: 1062.910522
	Iteration 14Q: 3 clusters Score -7065276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7065283.000000 Penalty: 1062.910522
	Iteration 15Q: 3 clusters Score -7065283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7065274.500000 Penalty: 1062.910522
	Iteration 16Q: 3 clusters Score -7065274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7065291.000000 Penalty: 1062.910522
	Iteration 17Q: 3 clusters Score -7065291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7065285.500000 Penalty: 1062.910522
	Iteration 18Q: 3 clusters Score -7065286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7065285.500000 Penalty: 1062.910522
	Iteration 19Q: 3 clusters Score -7065286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7065282.500000 Penalty: 1062.910522
	Iteration 20F: 3 clusters Score -7065282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7065289.000000 Penalty: 1062.910522
	Iteration 21Q: 3 clusters Score -7065289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117769 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7065287.000000 Penalty: 1062.910522
	Iteration 22Q: 3 clusters Score -7065287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7065285.500000 Penalty: 1062.910522
	Iteration 23Q: 3 clusters Score -7065286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7065285.500000 Penalty: 1062.910522
	Iteration 24F: 3 clusters Score -7065286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 117770 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 454 members 
Entering Unmasked Estep 
Score: -58210348.000000 Penalty: 52866.046875
Splitting cluster 15 changes total score from -58210524.000000 to -58210348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52797.578125 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52797.58 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53012.214844 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53012.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53070.343750 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53070.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53109.503906 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53109.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53135.695312 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -53135.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53168.671875 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -53168.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53200.085938 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53200.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53223.605469 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53223.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53240.652344 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53240.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53256.792969 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53256.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53266.328125 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53266.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53272.785156 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53272.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53282.093750 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53282.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53290.121094 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53290.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53300.390625 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53300.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53310.824219 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53310.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53315.906250 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53315.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53317.976562 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53317.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53318.851562 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53318.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53318.851562 Penalty: 616.350342
	Iteration 19F: 3 clusters Score -53318.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -93520.671875 Penalty: 338.070190
	Iteration 0F: 2 clusters Score -93520.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92231.765625 Penalty: 676.140381
	Iteration 0F: 3 clusters Score -92231.77 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -92638.570312 Penalty: 676.140381
	Iteration 1F: 3 clusters Score -92638.57 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92745.679688 Penalty: 676.140381
	Iteration 2F: 3 clusters Score -92745.68 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92854.234375 Penalty: 676.140381
	Iteration 3F: 3 clusters Score -92854.23 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -92943.101562 Penalty: 676.140381
	Iteration 4F: 3 clusters Score -92943.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93018.687500 Penalty: 676.140381
	Iteration 5F: 3 clusters Score -93018.69 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -93082.320312 Penalty: 676.140381
	Iteration 6Q: 3 clusters Score -93082.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -93130.601562 Penalty: 676.140381
	Iteration 7Q: 3 clusters Score -93130.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -93165.742188 Penalty: 676.140381
	Iteration 8Q: 3 clusters Score -93165.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93189.125000 Penalty: 676.140381
	Iteration 9Q: 3 clusters Score -93189.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -93200.367188 Penalty: 676.140381
	Iteration 10Q: 3 clusters Score -93200.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -93212.195312 Penalty: 676.140381
	Iteration 11Q: 3 clusters Score -93212.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -93217.140625 Penalty: 676.140381
	Iteration 12Q: 3 clusters Score -93217.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93219.468750 Penalty: 676.140381
	Iteration 13Q: 3 clusters Score -93219.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -93221.367188 Penalty: 676.140381
	Iteration 14Q: 3 clusters Score -93221.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93223.531250 Penalty: 676.140381
	Iteration 15Q: 3 clusters Score -93223.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -93224.164062 Penalty: 676.140381
	Iteration 16Q: 3 clusters Score -93224.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -93224.164062 Penalty: 676.140381
	Iteration 17F: 3 clusters Score -93224.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13882.313477 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13882.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14011.045898 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14011.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14079.202148 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14105.330078 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -14105.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14122.346680 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14122.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14147.107422 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14147.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14156.114258 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14156.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14158.298828 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14158.298828 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -14158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Entering Unmasked Estep 
Score: -8307536.500000 Penalty: 538.684387
	Iteration 0F: 2 clusters Score -8307536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8217912.500000 Penalty: 1077.368774
	Iteration 0F: 3 clusters Score -8217912 nChanged 68018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -8260520.000000 Penalty: 1077.368774
	Iteration 1F: 3 clusters Score -8260520 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -8263925.000000 Penalty: 1077.368774
	Iteration 2F: 3 clusters Score -8263925 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -8269074.000000 Penalty: 1077.368774
	Iteration 3F: 3 clusters Score -8269074 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -8275897.000000 Penalty: 1077.368774
	Iteration 4F: 3 clusters Score -8275897 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -8283152.500000 Penalty: 1077.368774
	Iteration 5F: 3 clusters Score -8283152 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -8288397.500000 Penalty: 1077.368774
	Iteration 6F: 3 clusters Score -8288398 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -8291176.000000 Penalty: 1077.368774
	Iteration 7Q: 3 clusters Score -8291176 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -8292386.500000 Penalty: 1077.368774
	Iteration 8Q: 3 clusters Score -8292386 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -8292935.500000 Penalty: 1077.368774
	Iteration 9Q: 3 clusters Score -8292936 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -8293328.000000 Penalty: 1077.368774
	Iteration 10Q: 3 clusters Score -8293328 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -8293673.000000 Penalty: 1077.368774
	Iteration 11Q: 3 clusters Score -8293673 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -8293961.000000 Penalty: 1077.368774
	Iteration 12Q: 3 clusters Score -8293961 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -8294240.000000 Penalty: 1077.368774
	Iteration 13Q: 3 clusters Score -8294240 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -8294539.500000 Penalty: 1077.368774
	Iteration 14Q: 3 clusters Score -8294540 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -8294807.000000 Penalty: 1077.368774
	Iteration 15Q: 3 clusters Score -8294807 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -8295122.500000 Penalty: 1077.368774
	Iteration 16Q: 3 clusters Score -8295122 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -8295358.000000 Penalty: 1077.368774
	Iteration 17Q: 3 clusters Score -8295358 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -8295641.000000 Penalty: 1077.368774
	Iteration 18Q: 3 clusters Score -8295641 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -8295995.500000 Penalty: 1077.368774
	Iteration 19Q: 3 clusters Score -8295996 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -8296325.500000 Penalty: 1077.368774
	Iteration 20F: 3 clusters Score -8296326 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -8296655.000000 Penalty: 1077.368774
	Iteration 21Q: 3 clusters Score -8296655 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -8297062.000000 Penalty: 1077.368774
	Iteration 22Q: 3 clusters Score -8297062 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -8297446.500000 Penalty: 1077.368774
	Iteration 23Q: 3 clusters Score -8297446 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -8297744.500000 Penalty: 1077.368774
	Iteration 24Q: 3 clusters Score -8297744 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -8298037.500000 Penalty: 1077.368774
	Iteration 25Q: 3 clusters Score -8298038 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -8298214.000000 Penalty: 1077.368774
	Iteration 26Q: 3 clusters Score -8298214 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -8298446.000000 Penalty: 1077.368774
	Iteration 27Q: 3 clusters Score -8298446 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -8298629.500000 Penalty: 1077.368774
	Iteration 28Q: 3 clusters Score -8298630 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -8298792.500000 Penalty: 1077.368774
	Iteration 29Q: 3 clusters Score -8298792 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -8298839.500000 Penalty: 1077.368774
	Iteration 30Q: 3 clusters Score -8298840 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -8298914.000000 Penalty: 1077.368774
	Iteration 31Q: 3 clusters Score -8298914 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -8298956.500000 Penalty: 1077.368774
	Iteration 32Q: 3 clusters Score -8298956 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -8299020.000000 Penalty: 1077.368774
	Iteration 33Q: 3 clusters Score -8299020 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -8299060.500000 Penalty: 1077.368774
	Iteration 34Q: 3 clusters Score -8299060 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -8299096.500000 Penalty: 1077.368774
	Iteration 35Q: 3 clusters Score -8299096 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -8299123.500000 Penalty: 1077.368774
	Iteration 36Q: 3 clusters Score -8299124 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -8299145.500000 Penalty: 1077.368774
	Iteration 37Q: 3 clusters Score -8299146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -8299160.500000 Penalty: 1077.368774
	Iteration 38Q: 3 clusters Score -8299160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -8299175.500000 Penalty: 1077.368774
	Iteration 39Q: 3 clusters Score -8299176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -8299187.500000 Penalty: 1077.368774
	Iteration 40F: 3 clusters Score -8299188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -8299178.000000 Penalty: 1077.368774
	Iteration 41Q: 3 clusters Score -8299178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -8299183.500000 Penalty: 1077.368774
	Iteration 42Q: 3 clusters Score -8299184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -8299187.500000 Penalty: 1077.368774
	Iteration 43Q: 3 clusters Score -8299188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -8299197.000000 Penalty: 1077.368774
	Iteration 44Q: 3 clusters Score -8299197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -8299216.500000 Penalty: 1077.368774
	Iteration 45Q: 3 clusters Score -8299216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -8299218.000000 Penalty: 1077.368774
	Iteration 46Q: 3 clusters Score -8299218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -8299209.500000 Penalty: 1077.368774
	Iteration 47Q: 3 clusters Score -8299210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -8299212.000000 Penalty: 1077.368774
	Iteration 48Q: 3 clusters Score -8299212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -8299217.000000 Penalty: 1077.368774
	Iteration 49Q: 3 clusters Score -8299217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -8299206.500000 Penalty: 1077.368774
	Iteration 50Q: 3 clusters Score -8299206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -8299202.500000 Penalty: 1077.368774
	Iteration 51Q: 3 clusters Score -8299202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -8299205.000000 Penalty: 1077.368774
	Iteration 52Q: 3 clusters Score -8299205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -8299206.500000 Penalty: 1077.368774
	Iteration 53Q: 3 clusters Score -8299206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -8299205.000000 Penalty: 1077.368774
	Iteration 54Q: 3 clusters Score -8299205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -8299200.500000 Penalty: 1077.368774
	Iteration 55Q: 3 clusters Score -8299200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -8299203.500000 Penalty: 1077.368774
	Iteration 56Q: 3 clusters Score -8299204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -8299204.000000 Penalty: 1077.368774
	Iteration 57Q: 3 clusters Score -8299204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -8299203.500000 Penalty: 1077.368774
	Iteration 58Q: 3 clusters Score -8299204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -8299204.000000 Penalty: 1077.368774
	Iteration 59Q: 3 clusters Score -8299204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -8299201.000000 Penalty: 1077.368774
	Iteration 60F: 3 clusters Score -8299201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -8299205.000000 Penalty: 1077.368774
	Iteration 61Q: 3 clusters Score -8299205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -8299205.000000 Penalty: 1077.368774
	Iteration 62F: 3 clusters Score -8299205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -657288.562500 Penalty: 423.257935
	Iteration 0F: 2 clusters Score -657288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -649980.312500 Penalty: 846.515869
	Iteration 0F: 3 clusters Score -649980.3 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -652839.687500 Penalty: 846.515869
	Iteration 1F: 3 clusters Score -652839.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -653021.687500 Penalty: 846.515869
	Iteration 2Q: 3 clusters Score -653021.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -653184.312500 Penalty: 846.515869
	Iteration 3Q: 3 clusters Score -653184.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -653357.500000 Penalty: 846.515869
	Iteration 4Q: 3 clusters Score -653357.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -653594.687500 Penalty: 846.515869
	Iteration 5Q: 3 clusters Score -653594.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -653907.125000 Penalty: 846.515869
	Iteration 6Q: 3 clusters Score -653907.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -654381.875000 Penalty: 846.515869
	Iteration 7F: 3 clusters Score -654381.9 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -654999.875000 Penalty: 846.515869
	Iteration 8F: 3 clusters Score -654999.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -655642.437500 Penalty: 846.515869
	Iteration 9F: 3 clusters Score -655642.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -656218.375000 Penalty: 846.515869
	Iteration 10F: 3 clusters Score -656218.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -656578.500000 Penalty: 846.515869
	Iteration 11Q: 3 clusters Score -656578.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -656768.437500 Penalty: 846.515869
	Iteration 12Q: 3 clusters Score -656768.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -656844.250000 Penalty: 846.515869
	Iteration 13Q: 3 clusters Score -656844.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -656875.812500 Penalty: 846.515869
	Iteration 14Q: 3 clusters Score -656875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -656900.750000 Penalty: 846.515869
	Iteration 15Q: 3 clusters Score -656900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -656907.812500 Penalty: 846.515869
	Iteration 16Q: 3 clusters Score -656907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -656911.750000 Penalty: 846.515869
	Iteration 17Q: 3 clusters Score -656911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -656912.812500 Penalty: 846.515869
	Iteration 18Q: 3 clusters Score -656912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -656913.875000 Penalty: 846.515869
	Iteration 19Q: 3 clusters Score -656913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -656914.437500 Penalty: 846.515869
	Iteration 20F: 3 clusters Score -656914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -656915.812500 Penalty: 846.515869
	Iteration 21Q: 3 clusters Score -656915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -656916.750000 Penalty: 846.515869
	Iteration 22Q: 3 clusters Score -656916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -656916.750000 Penalty: 846.515869
	Iteration 23F: 3 clusters Score -656916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (152661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Entering Unmasked Estep 
Score: -9147403.000000 Penalty: 543.086853
	Iteration 0F: 2 clusters Score -9147403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -9046571.000000 Penalty: 1086.173706
	Iteration 0F: 3 clusters Score -9046571 nChanged 74972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -9093019.000000 Penalty: 1086.173706
	Iteration 1F: 3 clusters Score -9093019 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -9096675.000000 Penalty: 1086.173706
	Iteration 2F: 3 clusters Score -9096675 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -9104054.000000 Penalty: 1086.173706
	Iteration 3F: 3 clusters Score -9104054 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -9115666.000000 Penalty: 1086.173706
	Iteration 4F: 3 clusters Score -9115666 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -9128173.000000 Penalty: 1086.173706
	Iteration 5F: 3 clusters Score -9128173 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -9137424.000000 Penalty: 1086.173706
	Iteration 6F: 3 clusters Score -9137424 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145088 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -9142369.000000 Penalty: 1086.173706
	Iteration 7Q: 3 clusters Score -9142369 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -9144675.000000 Penalty: 1086.173706
	Iteration 8Q: 3 clusters Score -9144675 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9145675.000000 Penalty: 1086.173706
	Iteration 9Q: 3 clusters Score -9145675 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -9146123.000000 Penalty: 1086.173706
	Iteration 10Q: 3 clusters Score -9146123 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149124 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9146366.000000 Penalty: 1086.173706
	Iteration 11Q: 3 clusters Score -9146366 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9146546.000000 Penalty: 1086.173706
	Iteration 12Q: 3 clusters Score -9146546 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9146617.000000 Penalty: 1086.173706
	Iteration 13Q: 3 clusters Score -9146617 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9146698.000000 Penalty: 1086.173706
	Iteration 14Q: 3 clusters Score -9146698 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9146746.000000 Penalty: 1086.173706
	Iteration 15Q: 3 clusters Score -9146746 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9146788.000000 Penalty: 1086.173706
	Iteration 16Q: 3 clusters Score -9146788 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150354 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9146813.000000 Penalty: 1086.173706
	Iteration 17Q: 3 clusters Score -9146813 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9146868.000000 Penalty: 1086.173706
	Iteration 18Q: 3 clusters Score -9146868 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9146896.000000 Penalty: 1086.173706
	Iteration 19Q: 3 clusters Score -9146896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9146917.000000 Penalty: 1086.173706
	Iteration 20F: 3 clusters Score -9146917 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9146979.000000 Penalty: 1086.173706
	Iteration 21Q: 3 clusters Score -9146979 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9147020.000000 Penalty: 1086.173706
	Iteration 22Q: 3 clusters Score -9147020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9147036.000000 Penalty: 1086.173706
	Iteration 23Q: 3 clusters Score -9147036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9147032.000000 Penalty: 1086.173706
	Iteration 24Q: 3 clusters Score -9147032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9147058.000000 Penalty: 1086.173706
	Iteration 25Q: 3 clusters Score -9147058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9147059.000000 Penalty: 1086.173706
	Iteration 26Q: 3 clusters Score -9147059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9147059.000000 Penalty: 1086.173706
	Iteration 27Q: 3 clusters Score -9147059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9147049.000000 Penalty: 1086.173706
	Iteration 28Q: 3 clusters Score -9147049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9147053.000000 Penalty: 1086.173706
	Iteration 29Q: 3 clusters Score -9147053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9147064.000000 Penalty: 1086.173706
	Iteration 30Q: 3 clusters Score -9147064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151525 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9147065.000000 Penalty: 1086.173706
	Iteration 31Q: 3 clusters Score -9147065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9147068.000000 Penalty: 1086.173706
	Iteration 32Q: 3 clusters Score -9147068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9147074.000000 Penalty: 1086.173706
	Iteration 33Q: 3 clusters Score -9147074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9147074.000000 Penalty: 1086.173706
	Iteration 34Q: 3 clusters Score -9147074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9147080.000000 Penalty: 1086.173706
	Iteration 35Q: 3 clusters Score -9147080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151724 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9147084.000000 Penalty: 1086.173706
	Iteration 36Q: 3 clusters Score -9147084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9147098.000000 Penalty: 1086.173706
	Iteration 37Q: 3 clusters Score -9147098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9147100.000000 Penalty: 1086.173706
	Iteration 38Q: 3 clusters Score -9147100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9147101.000000 Penalty: 1086.173706
	Iteration 39Q: 3 clusters Score -9147101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9147104.000000 Penalty: 1086.173706
	Iteration 40F: 3 clusters Score -9147104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9147098.000000 Penalty: 1086.173706
	Iteration 41Q: 3 clusters Score -9147098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9147088.000000 Penalty: 1086.173706
	Iteration 42Q: 3 clusters Score -9147088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9147104.000000 Penalty: 1086.173706
	Iteration 43Q: 3 clusters Score -9147104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9147110.000000 Penalty: 1086.173706
	Iteration 44Q: 3 clusters Score -9147110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9147103.000000 Penalty: 1086.173706
	Iteration 45Q: 3 clusters Score -9147103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9147094.000000 Penalty: 1086.173706
	Iteration 46Q: 3 clusters Score -9147094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151947 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9147099.000000 Penalty: 1086.173706
	Iteration 47Q: 3 clusters Score -9147099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9147091.000000 Penalty: 1086.173706
	Iteration 48Q: 3 clusters Score -9147091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9147083.000000 Penalty: 1086.173706
	Iteration 49Q: 3 clusters Score -9147083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9147087.000000 Penalty: 1086.173706
	Iteration 50Q: 3 clusters Score -9147087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9147086.000000 Penalty: 1086.173706
	Iteration 51Q: 3 clusters Score -9147086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9147084.000000 Penalty: 1086.173706
	Iteration 52Q: 3 clusters Score -9147084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9147093.000000 Penalty: 1086.173706
	Iteration 53Q: 3 clusters Score -9147093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9147089.000000 Penalty: 1086.173706
	Iteration 54Q: 3 clusters Score -9147089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9147102.000000 Penalty: 1086.173706
	Iteration 55Q: 3 clusters Score -9147102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9147092.000000 Penalty: 1086.173706
	Iteration 56Q: 3 clusters Score -9147092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9147086.000000 Penalty: 1086.173706
	Iteration 57Q: 3 clusters Score -9147086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9147097.000000 Penalty: 1086.173706
	Iteration 58Q: 3 clusters Score -9147097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152067 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9147101.000000 Penalty: 1086.173706
	Iteration 59Q: 3 clusters Score -9147101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9147103.000000 Penalty: 1086.173706
	Iteration 60F: 3 clusters Score -9147103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9147106.000000 Penalty: 1086.173706
	Iteration 61Q: 3 clusters Score -9147106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9147112.000000 Penalty: 1086.173706
	Iteration 62Q: 3 clusters Score -9147112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9147126.000000 Penalty: 1086.173706
	Iteration 63Q: 3 clusters Score -9147126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9147124.000000 Penalty: 1086.173706
	Iteration 64Q: 3 clusters Score -9147124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9147122.000000 Penalty: 1086.173706
	Iteration 65Q: 3 clusters Score -9147122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9147124.000000 Penalty: 1086.173706
	Iteration 66Q: 3 clusters Score -9147124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152144 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9147120.000000 Penalty: 1086.173706
	Iteration 67Q: 3 clusters Score -9147120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9147118.000000 Penalty: 1086.173706
	Iteration 68Q: 3 clusters Score -9147118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9147119.000000 Penalty: 1086.173706
	Iteration 69Q: 3 clusters Score -9147119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9147114.000000 Penalty: 1086.173706
	Iteration 70Q: 3 clusters Score -9147114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152155 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9147117.000000 Penalty: 1086.173706
	Iteration 71Q: 3 clusters Score -9147117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152158 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9147119.000000 Penalty: 1086.173706
	Iteration 72Q: 3 clusters Score -9147119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9147121.000000 Penalty: 1086.173706
	Iteration 73Q: 3 clusters Score -9147121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9147121.000000 Penalty: 1086.173706
	Iteration 74F: 3 clusters Score -9147121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8085.023438 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8085.023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8133.702148 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8133.702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8143.516602 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8143.517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8150.366699 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8150.367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8152.936035 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8152.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8157.268555 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8157.269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8158.437500 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8158.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8159.610352 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8159.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8159.610352 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8159.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6679.286133 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6679.286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6741.818359 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6741.818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6775.463867 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6775.464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6783.250488 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6783.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6803.019531 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6803.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6818.231934 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6818.232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6847.438965 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6847.439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6859.962891 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6859.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6880.729980 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6880.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6891.442383 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6891.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6895.834473 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6895.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6907.383789 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -6907.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6917.440430 Penalty: 454.129395
	Iteration 12Q: 3 clusters Score -6917.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6924.501953 Penalty: 454.129395
	Iteration 13F: 3 clusters Score -6924.502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6964.991699 Penalty: 454.129395
	Iteration 14Q: 3 clusters Score -6964.992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6966.987793 Penalty: 454.129395
	Iteration 15Q: 3 clusters Score -6966.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6966.987793 Penalty: 454.129395
	Iteration 16F: 3 clusters Score -6966.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 70 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 77 members 
Entering Unmasked Estep 
Score: -58210184.000000 Penalty: 52866.046875
Splitting cluster 23 changes total score from -58210524.000000 to -58210184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -72263.835938 Penalty: 323.462341
	Iteration 0F: 2 clusters Score -72263.84 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 634 members 
Entering Unmasked Estep 
Score: -71303.210938 Penalty: 646.924683
	Iteration 0F: 3 clusters Score -71303.21 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -71578.296875 Penalty: 646.924683
	Iteration 1F: 3 clusters Score -71578.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71633.062500 Penalty: 646.924683
	Iteration 2F: 3 clusters Score -71633.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71680.257812 Penalty: 646.924683
	Iteration 3F: 3 clusters Score -71680.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -71709.585938 Penalty: 646.924683
	Iteration 4Q: 3 clusters Score -71709.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -71737.523438 Penalty: 646.924683
	Iteration 5Q: 3 clusters Score -71737.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -71764.937500 Penalty: 646.924683
	Iteration 6Q: 3 clusters Score -71764.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -71796.203125 Penalty: 646.924683
	Iteration 7Q: 3 clusters Score -71796.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -71821.804688 Penalty: 646.924683
	Iteration 8Q: 3 clusters Score -71821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -71836.960938 Penalty: 646.924683
	Iteration 9Q: 3 clusters Score -71836.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -71854.515625 Penalty: 646.924683
	Iteration 10Q: 3 clusters Score -71854.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -71875.671875 Penalty: 646.924683
	Iteration 11Q: 3 clusters Score -71875.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -71889.015625 Penalty: 646.924683
	Iteration 12Q: 3 clusters Score -71889.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -71897.171875 Penalty: 646.924683
	Iteration 13Q: 3 clusters Score -71897.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -71901.906250 Penalty: 646.924683
	Iteration 14Q: 3 clusters Score -71901.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -71904.804688 Penalty: 646.924683
	Iteration 15Q: 3 clusters Score -71904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -71909.625000 Penalty: 646.924683
	Iteration 16Q: 3 clusters Score -71909.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -71914.789062 Penalty: 646.924683
	Iteration 17Q: 3 clusters Score -71914.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -71922.125000 Penalty: 646.924683
	Iteration 18Q: 3 clusters Score -71922.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -71931.265625 Penalty: 646.924683
	Iteration 19Q: 3 clusters Score -71931.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -71937.515625 Penalty: 646.924683
	Iteration 20F: 3 clusters Score -71937.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -71941.335938 Penalty: 646.924683
	Iteration 21Q: 3 clusters Score -71941.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -71946.406250 Penalty: 646.924683
	Iteration 22Q: 3 clusters Score -71946.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -71951.953125 Penalty: 646.924683
	Iteration 23Q: 3 clusters Score -71951.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -71955.632812 Penalty: 646.924683
	Iteration 24Q: 3 clusters Score -71955.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -71957.718750 Penalty: 646.924683
	Iteration 25Q: 3 clusters Score -71957.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -71958.703125 Penalty: 646.924683
	Iteration 26Q: 3 clusters Score -71958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -71960.148438 Penalty: 646.924683
	Iteration 27Q: 3 clusters Score -71960.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -71962.414062 Penalty: 646.924683
	Iteration 28Q: 3 clusters Score -71962.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -71968.468750 Penalty: 646.924683
	Iteration 29Q: 3 clusters Score -71968.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -71971.570312 Penalty: 646.924683
	Iteration 30Q: 3 clusters Score -71971.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -71975.757812 Penalty: 646.924683
	Iteration 31Q: 3 clusters Score -71975.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -71976.750000 Penalty: 646.924683
	Iteration 32Q: 3 clusters Score -71976.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -71977.687500 Penalty: 646.924683
	Iteration 33Q: 3 clusters Score -71977.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -71977.687500 Penalty: 646.924683
	Iteration 34F: 3 clusters Score -71977.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -603463.250000 Penalty: 419.029541
	Iteration 0F: 2 clusters Score -603463.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -596814.437500 Penalty: 838.059082
	Iteration 0F: 3 clusters Score -596814.4 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -599396.812500 Penalty: 838.059082
	Iteration 1F: 3 clusters Score -599396.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -599593.812500 Penalty: 838.059082
	Iteration 2F: 3 clusters Score -599593.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -599876.062500 Penalty: 838.059082
	Iteration 3F: 3 clusters Score -599876.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -600338.062500 Penalty: 838.059082
	Iteration 4F: 3 clusters Score -600338.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -601008.937500 Penalty: 838.059082
	Iteration 5F: 3 clusters Score -601008.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -601728.562500 Penalty: 838.059082
	Iteration 6F: 3 clusters Score -601728.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -602356.500000 Penalty: 838.059082
	Iteration 7F: 3 clusters Score -602356.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -602751.375000 Penalty: 838.059082
	Iteration 8Q: 3 clusters Score -602751.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -602947.437500 Penalty: 838.059082
	Iteration 9Q: 3 clusters Score -602947.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -603029.875000 Penalty: 838.059082
	Iteration 10Q: 3 clusters Score -603029.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -603057.125000 Penalty: 838.059082
	Iteration 11Q: 3 clusters Score -603057.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -603080.375000 Penalty: 838.059082
	Iteration 12Q: 3 clusters Score -603080.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -603100.062500 Penalty: 838.059082
	Iteration 13Q: 3 clusters Score -603100.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -603108.187500 Penalty: 838.059082
	Iteration 14Q: 3 clusters Score -603108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -603112.625000 Penalty: 838.059082
	Iteration 15Q: 3 clusters Score -603112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -603116.500000 Penalty: 838.059082
	Iteration 16Q: 3 clusters Score -603116.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -603120.687500 Penalty: 838.059082
	Iteration 17Q: 3 clusters Score -603120.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -603123.750000 Penalty: 838.059082
	Iteration 18Q: 3 clusters Score -603123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -603126.125000 Penalty: 838.059082
	Iteration 19Q: 3 clusters Score -603126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -603128.500000 Penalty: 838.059082
	Iteration 20F: 3 clusters Score -603128.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -603131.437500 Penalty: 838.059082
	Iteration 21Q: 3 clusters Score -603131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -603134.125000 Penalty: 838.059082
	Iteration 22Q: 3 clusters Score -603134.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -603134.000000 Penalty: 838.059082
	Iteration 23Q: 3 clusters Score -603134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -603135.062500 Penalty: 838.059082
	Iteration 24Q: 3 clusters Score -603135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -603135.562500 Penalty: 838.059082
	Iteration 25Q: 3 clusters Score -603135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -603135.625000 Penalty: 838.059082
	Iteration 26Q: 3 clusters Score -603135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -603136.375000 Penalty: 838.059082
	Iteration 27Q: 3 clusters Score -603136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -603135.937500 Penalty: 838.059082
	Iteration 28Q: 3 clusters Score -603135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -603136.375000 Penalty: 838.059082
	Iteration 29Q: 3 clusters Score -603136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -603136.375000 Penalty: 838.059082
	Iteration 30F: 3 clusters Score -603136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16250.968750 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16250.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16339.933594 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16339.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16365.227539 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16365.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16373.522461 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -16373.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16387.162109 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16387.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16399.927734 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16399.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16411.541016 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16411.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16414.951172 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16414.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16418.033203 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16418.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16420.857422 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16420.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16424.082031 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -16424.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16426.041016 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -16426.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16426.507812 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -16426.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16426.507812 Penalty: 516.584595
	Iteration 13F: 3 clusters Score -16426.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -135541.296875 Penalty: 357.638428
	Iteration 0F: 2 clusters Score -135541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -133674.750000 Penalty: 715.276855
	Iteration 0F: 3 clusters Score -133674.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -134497.859375 Penalty: 715.276855
	Iteration 1F: 3 clusters Score -134497.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -134716.671875 Penalty: 715.276855
	Iteration 2F: 3 clusters Score -134716.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -134840.187500 Penalty: 715.276855
	Iteration 3F: 3 clusters Score -134840.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -134922.828125 Penalty: 715.276855
	Iteration 4F: 3 clusters Score -134922.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -134975.265625 Penalty: 715.276855
	Iteration 5Q: 3 clusters Score -134975.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -135031.968750 Penalty: 715.276855
	Iteration 6Q: 3 clusters Score -135032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -135075.078125 Penalty: 715.276855
	Iteration 7Q: 3 clusters Score -135075.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -135113.953125 Penalty: 715.276855
	Iteration 8Q: 3 clusters Score -135114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -135141.296875 Penalty: 715.276855
	Iteration 9Q: 3 clusters Score -135141.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -135159.906250 Penalty: 715.276855
	Iteration 10Q: 3 clusters Score -135159.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -135174.156250 Penalty: 715.276855
	Iteration 11Q: 3 clusters Score -135174.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -135184.484375 Penalty: 715.276855
	Iteration 12Q: 3 clusters Score -135184.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -135191.687500 Penalty: 715.276855
	Iteration 13Q: 3 clusters Score -135191.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -135197.546875 Penalty: 715.276855
	Iteration 14Q: 3 clusters Score -135197.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -135200.531250 Penalty: 715.276855
	Iteration 15Q: 3 clusters Score -135200.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -135203.843750 Penalty: 715.276855
	Iteration 16Q: 3 clusters Score -135203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -135206.437500 Penalty: 715.276855
	Iteration 17Q: 3 clusters Score -135206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -135208.390625 Penalty: 715.276855
	Iteration 18Q: 3 clusters Score -135208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -135209.812500 Penalty: 715.276855
	Iteration 19Q: 3 clusters Score -135209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -135211.687500 Penalty: 715.276855
	Iteration 20F: 3 clusters Score -135211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -135213.828125 Penalty: 715.276855
	Iteration 21Q: 3 clusters Score -135213.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -135215.984375 Penalty: 715.276855
	Iteration 22Q: 3 clusters Score -135216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -135218.265625 Penalty: 715.276855
	Iteration 23Q: 3 clusters Score -135218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -135221.578125 Penalty: 715.276855
	Iteration 24Q: 3 clusters Score -135221.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135223.921875 Penalty: 715.276855
	Iteration 25Q: 3 clusters Score -135223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -135225.625000 Penalty: 715.276855
	Iteration 26Q: 3 clusters Score -135225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -135226.609375 Penalty: 715.276855
	Iteration 27Q: 3 clusters Score -135226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -135227.015625 Penalty: 715.276855
	Iteration 28Q: 3 clusters Score -135227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -135227.406250 Penalty: 715.276855
	Iteration 29Q: 3 clusters Score -135227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -135227.656250 Penalty: 715.276855
	Iteration 30Q: 3 clusters Score -135227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -135227.921875 Penalty: 715.276855
	Iteration 31Q: 3 clusters Score -135227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -135228.500000 Penalty: 715.276855
	Iteration 32Q: 3 clusters Score -135228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -135229.328125 Penalty: 715.276855
	Iteration 33Q: 3 clusters Score -135229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135230.046875 Penalty: 715.276855
	Iteration 34Q: 3 clusters Score -135230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -135230.125000 Penalty: 715.276855
	Iteration 35Q: 3 clusters Score -135230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -135230.421875 Penalty: 715.276855
	Iteration 36Q: 3 clusters Score -135230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -135230.546875 Penalty: 715.276855
	Iteration 37Q: 3 clusters Score -135230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -135230.640625 Penalty: 715.276855
	Iteration 38Q: 3 clusters Score -135230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -135230.640625 Penalty: 715.276855
	Iteration 39F: 3 clusters Score -135230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -183276.453125 Penalty: 366.118011
	Iteration 0F: 2 clusters Score -183276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -181147.546875 Penalty: 732.236023
	Iteration 0F: 3 clusters Score -181147.5 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -181860.500000 Penalty: 732.236023
	Iteration 1F: 3 clusters Score -181860.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -181937.468750 Penalty: 732.236023
	Iteration 2F: 3 clusters Score -181937.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -182032.312500 Penalty: 732.236023
	Iteration 3F: 3 clusters Score -182032.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -182157.515625 Penalty: 732.236023
	Iteration 4F: 3 clusters Score -182157.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -182320.421875 Penalty: 732.236023
	Iteration 5F: 3 clusters Score -182320.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -182482.062500 Penalty: 732.236023
	Iteration 6F: 3 clusters Score -182482.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -182609.546875 Penalty: 732.236023
	Iteration 7F: 3 clusters Score -182609.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182688.328125 Penalty: 732.236023
	Iteration 8Q: 3 clusters Score -182688.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -182741.765625 Penalty: 732.236023
	Iteration 9Q: 3 clusters Score -182741.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -182783.265625 Penalty: 732.236023
	Iteration 10Q: 3 clusters Score -182783.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182810.109375 Penalty: 732.236023
	Iteration 11Q: 3 clusters Score -182810.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182830.343750 Penalty: 732.236023
	Iteration 12Q: 3 clusters Score -182830.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -182852.640625 Penalty: 732.236023
	Iteration 13Q: 3 clusters Score -182852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182873.828125 Penalty: 732.236023
	Iteration 14Q: 3 clusters Score -182873.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182896.500000 Penalty: 732.236023
	Iteration 15Q: 3 clusters Score -182896.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -182920.531250 Penalty: 732.236023
	Iteration 16Q: 3 clusters Score -182920.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182949.031250 Penalty: 732.236023
	Iteration 17Q: 3 clusters Score -182949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182987.843750 Penalty: 732.236023
	Iteration 18Q: 3 clusters Score -182987.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183039.640625 Penalty: 732.236023
	Iteration 19Q: 3 clusters Score -183039.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -183070.421875 Penalty: 732.236023
	Iteration 20F: 3 clusters Score -183070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183082.515625 Penalty: 732.236023
	Iteration 21Q: 3 clusters Score -183082.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -183089.078125 Penalty: 732.236023
	Iteration 22Q: 3 clusters Score -183089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183090.578125 Penalty: 732.236023
	Iteration 23Q: 3 clusters Score -183090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -183092.562500 Penalty: 732.236023
	Iteration 24Q: 3 clusters Score -183092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183093.921875 Penalty: 732.236023
	Iteration 25Q: 3 clusters Score -183093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183094.375000 Penalty: 732.236023
	Iteration 26Q: 3 clusters Score -183094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183094.734375 Penalty: 732.236023
	Iteration 27Q: 3 clusters Score -183094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183094.843750 Penalty: 732.236023
	Iteration 28Q: 3 clusters Score -183094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -183095.328125 Penalty: 732.236023
	Iteration 29Q: 3 clusters Score -183095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183095.359375 Penalty: 732.236023
	Iteration 30Q: 3 clusters Score -183095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -183095.656250 Penalty: 732.236023
	Iteration 31Q: 3 clusters Score -183095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -183095.656250 Penalty: 732.236023
	Iteration 32F: 3 clusters Score -183095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9697.617188 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9697.617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9786.405273 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9786.405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9823.826172 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9823.826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9869.186523 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -9869.187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9889.757812 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9889.758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9897.381836 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9897.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9899.444336 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9899.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9900.192383 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9900.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9900.577148 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9900.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9901.156250 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9901.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9901.156250 Penalty: 477.479187
	Iteration 10F: 3 clusters Score -9901.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 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 298 members 
Entering Unmasked Estep 
Score: -34016.363281 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34016.36 nChanged 209
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: -34239.886719 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34239.89 nChanged 57
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: -34302.890625 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34302.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34349.574219 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34349.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34373.441406 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -34373.44 nChanged 21
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: -34393.175781 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34393.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34407.738281 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34407.74 nChanged 16
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: -34423.718750 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34423.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34432.160156 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34432.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34435.003906 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34435 nChanged 5
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: -34442.347656 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34442.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34457.011719 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34457.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34500.863281 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34500.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34526.980469 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34526.98 nChanged 11
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: -34538.761719 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34538.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34548.718750 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -34548.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34558.929688 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -34558.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34567.804688 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -34567.8 nChanged 7
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: -34571.703125 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -34571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34574.664062 Penalty: 579.035522
	Iteration 19Q: 3 clusters Score -34574.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34575.125000 Penalty: 579.035522
	Iteration 20F: 3 clusters Score -34575.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34575.722656 Penalty: 579.035522
	Iteration 21Q: 3 clusters Score -34575.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34575.722656 Penalty: 579.035522
	Iteration 22F: 3 clusters Score -34575.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 192 members 
Entering Unmasked Estep 
Score: -58210192.000000 Penalty: 52866.046875
Splitting cluster 30 changes total score from -58210524.000000 to -58210192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4881.462891 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4881.463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4940.708496 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4940.708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4966.878906 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -4966.879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4981.779297 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -4981.779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4997.695312 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -4997.695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5012.585938 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -5012.586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5048.487793 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -5048.488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5053.221191 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -5053.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5055.002441 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -5055.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5055.002441 Penalty: 473.063202
	Iteration 9F: 3 clusters Score -5055.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28982.613281 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -28982.61 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29133.724609 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29133.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29219.162109 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29219.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29269.820312 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -29269.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29302.371094 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29302.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29332.185547 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29332.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29340.810547 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29340.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29346.267578 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29346.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29356.771484 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29356.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29364.591797 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29364.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29366.722656 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29366.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29367.474609 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -29367.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29367.826172 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -29367.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29367.826172 Penalty: 564.061584
	Iteration 13F: 3 clusters Score -29367.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48925.562500 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48925.56 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49117.109375 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49117.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49208.917969 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49208.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49293.531250 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49293.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49368.917969 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49368.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49408.292969 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -49408.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49433.843750 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49433.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49478.613281 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49478.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49525.792969 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49525.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49554.468750 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49554.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49565.734375 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49565.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49573.550781 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49573.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49575.781250 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49575.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49576.597656 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49577.191406 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49577.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49577.191406 Penalty: 605.762085
	Iteration 15F: 3 clusters Score -49577.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 452 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 326 members 
Entering Unmasked Estep 
Score: -58210136.000000 Penalty: 52866.046875
Splitting cluster 33 changes total score from -58210524.000000 to -58210136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -356340.531250 Penalty: 396.250641
	Iteration 0F: 2 clusters Score -356340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -352232.000000 Penalty: 792.501282
	Iteration 0F: 3 clusters Score -352232 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -353853.093750 Penalty: 792.501282
	Iteration 1F: 3 clusters Score -353853.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -354081.937500 Penalty: 792.501282
	Iteration 2F: 3 clusters Score -354081.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -354365.250000 Penalty: 792.501282
	Iteration 3F: 3 clusters Score -354365.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -354644.843750 Penalty: 792.501282
	Iteration 4F: 3 clusters Score -354644.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -354899.218750 Penalty: 792.501282
	Iteration 5F: 3 clusters Score -354899.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -355084.937500 Penalty: 792.501282
	Iteration 6Q: 3 clusters Score -355084.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -355216.593750 Penalty: 792.501282
	Iteration 7Q: 3 clusters Score -355216.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -355322.875000 Penalty: 792.501282
	Iteration 8Q: 3 clusters Score -355322.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -355402.031250 Penalty: 792.501282
	Iteration 9Q: 3 clusters Score -355402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -355466.937500 Penalty: 792.501282
	Iteration 10Q: 3 clusters Score -355466.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -355533.156250 Penalty: 792.501282
	Iteration 11Q: 3 clusters Score -355533.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -355593.812500 Penalty: 792.501282
	Iteration 12Q: 3 clusters Score -355593.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -355652.375000 Penalty: 792.501282
	Iteration 13Q: 3 clusters Score -355652.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -355689.375000 Penalty: 792.501282
	Iteration 14Q: 3 clusters Score -355689.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -355727.187500 Penalty: 792.501282
	Iteration 15Q: 3 clusters Score -355727.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -355762.812500 Penalty: 792.501282
	Iteration 16Q: 3 clusters Score -355762.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -355791.937500 Penalty: 792.501282
	Iteration 17Q: 3 clusters Score -355791.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -355831.812500 Penalty: 792.501282
	Iteration 18Q: 3 clusters Score -355831.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -355864.500000 Penalty: 792.501282
	Iteration 19Q: 3 clusters Score -355864.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -355892.062500 Penalty: 792.501282
	Iteration 20F: 3 clusters Score -355892.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -355911.000000 Penalty: 792.501282
	Iteration 21Q: 3 clusters Score -355911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -355921.406250 Penalty: 792.501282
	Iteration 22Q: 3 clusters Score -355921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -355932.468750 Penalty: 792.501282
	Iteration 23Q: 3 clusters Score -355932.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -355939.937500 Penalty: 792.501282
	Iteration 24Q: 3 clusters Score -355939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -355943.531250 Penalty: 792.501282
	Iteration 25Q: 3 clusters Score -355943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -355949.031250 Penalty: 792.501282
	Iteration 26Q: 3 clusters Score -355949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -355951.281250 Penalty: 792.501282
	Iteration 27Q: 3 clusters Score -355951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -355955.375000 Penalty: 792.501282
	Iteration 28Q: 3 clusters Score -355955.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -355958.187500 Penalty: 792.501282
	Iteration 29Q: 3 clusters Score -355958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -355961.531250 Penalty: 792.501282
	Iteration 30Q: 3 clusters Score -355961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -355968.406250 Penalty: 792.501282
	Iteration 31Q: 3 clusters Score -355968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -355972.562500 Penalty: 792.501282
	Iteration 32Q: 3 clusters Score -355972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -355974.718750 Penalty: 792.501282
	Iteration 33Q: 3 clusters Score -355974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -355975.562500 Penalty: 792.501282
	Iteration 34Q: 3 clusters Score -355975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -355979.125000 Penalty: 792.501282
	Iteration 35Q: 3 clusters Score -355979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -355981.375000 Penalty: 792.501282
	Iteration 36Q: 3 clusters Score -355981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -355981.562500 Penalty: 792.501282
	Iteration 37Q: 3 clusters Score -355981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -355981.562500 Penalty: 792.501282
	Iteration 38F: 3 clusters Score -355981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50354.589844 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50354.59 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50571.089844 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50571.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50636.609375 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50636.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -50706.851562 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50706.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50754.738281 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -50754.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -50781.132812 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50781.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -50801.695312 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50801.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50820.515625 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50820.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -50841.222656 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50841.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50856.636719 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50856.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50869.531250 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50869.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50879.511719 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50879.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -50882.816406 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50882.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50883.210938 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50883.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -50884.332031 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50884.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -50887.562500 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -50887.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -50888.757812 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -50888.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -50889.230469 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -50889.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -50889.898438 Penalty: 615.303101
	Iteration 18Q: 3 clusters Score -50889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -50890.265625 Penalty: 615.303101
	Iteration 19Q: 3 clusters Score -50890.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -50890.265625 Penalty: 615.303101
	Iteration 20F: 3 clusters Score -50890.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13318.058594 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13318.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13386.509766 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13386.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13407.537109 Penalty: 491.643646
	Iteration 2Q: 3 clusters Score -13407.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13414.295898 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -13414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13428.243164 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13428.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13439.859375 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13439.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13449.526367 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13449.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13462.453125 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13462.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13498.434570 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -13498.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13528.555664 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -13528.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13539.599609 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -13539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13540.883789 Penalty: 491.643646
	Iteration 11Q: 3 clusters Score -13540.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13542.702148 Penalty: 491.643646
	Iteration 12Q: 3 clusters Score -13542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13544.911133 Penalty: 491.643646
	Iteration 13Q: 3 clusters Score -13544.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13546.194336 Penalty: 491.643646
	Iteration 14Q: 3 clusters Score -13546.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13546.194336 Penalty: 491.643646
	Iteration 15F: 3 clusters Score -13546.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -13163.132812 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -13163.13 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 142 members 
Entering Unmasked Estep 
Score: -12831.653320 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -12831.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12918.501953 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -12918.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12935.918945 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -12935.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12942.659180 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -12942.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12945.505859 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -12945.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12945.723633 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -12945.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12945.723633 Penalty: 512.440247
	Iteration 6F: 3 clusters Score -12945.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 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 126 members 
Entering Unmasked Estep 
Score: -11489.876953 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11489.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11602.385742 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11602.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11633.927734 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11633.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11647.273438 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11647.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11655.355469 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11655.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11656.035156 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11656.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11660.282227 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11660.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11660.282227 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -11660.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10394.305664 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10394.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10528.033203 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10528.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10650.720703 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10650.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10685.121094 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10685.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10742.583008 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10742.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10752.787109 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10752.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10755.214844 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10755.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10756.997070 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10756.997070 Penalty: 477.479187
	Iteration 8F: 3 clusters Score -10757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 60 members 
Entering Unmasked Estep 
Score: -58210236.000000 Penalty: 52866.046875
Splitting cluster 39 changes total score from -58210524.000000 to -58210236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -40874.265625 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -40874.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40249.824219 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -40249.82 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40397.660156 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -40397.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40437.816406 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -40437.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40460.046875 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -40460.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40482.683594 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -40482.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40494.812500 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -40494.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40502.746094 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -40502.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40505.242188 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -40505.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40506.992188 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -40506.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40509.800781 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -40509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40510.726562 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -40510.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40511.710938 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -40511.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40512.601562 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -40512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40512.785156 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -40512.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40512.859375 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -40512.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40512.859375 Penalty: 597.310852
	Iteration 15F: 3 clusters Score -40512.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10043.766602 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10043.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10149.891602 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10149.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10202.177734 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10202.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10242.241211 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -10242.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10272.003906 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10307.806641 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10307.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10339.165039 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10339.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10371.122070 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10371.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10418.060547 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -10418.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10434.091797 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -10434.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10458.114258 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -10458.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10458.114258 Penalty: 473.063202
	Iteration 11F: 3 clusters Score -10458.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 63 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 118 members 
Entering Unmasked Estep 
Score: -58210312.000000 Penalty: 52866.046875
Splitting cluster 41 changes total score from -58210524.000000 to -58210312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 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 287 members 
Entering Unmasked Estep 
Score: -35089.902344 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35089.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35322.250000 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35322.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35395.531250 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35395.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35451.523438 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35451.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35482.265625 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35482.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35496.695312 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35508.566406 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35508.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35514.703125 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35517.382812 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35517.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35519.023438 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35519.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35521.183594 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35521.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35525.761719 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35525.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35528.964844 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35528.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35530.968750 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35530.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35532.042969 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35532.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35533.347656 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35533.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35535.062500 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35535.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35536.117188 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35536.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35536.925781 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35536.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35537.679688 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35537.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35538.152344 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35538.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35538.398438 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35538.863281 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35538.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35539.367188 Penalty: 581.511902
	Iteration 23Q: 3 clusters Score -35539.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35540.121094 Penalty: 581.511902
	Iteration 24Q: 3 clusters Score -35540.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35540.683594 Penalty: 581.511902
	Iteration 25Q: 3 clusters Score -35540.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35540.964844 Penalty: 581.511902
	Iteration 26Q: 3 clusters Score -35540.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35540.757812 Penalty: 581.511902
	Iteration 27Q: 3 clusters Score -35540.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35541.718750 Penalty: 581.511902
	Iteration 28Q: 3 clusters Score -35541.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35542.230469 Penalty: 581.511902
	Iteration 29Q: 3 clusters Score -35542.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35543.742188 Penalty: 581.511902
	Iteration 30Q: 3 clusters Score -35543.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35544.421875 Penalty: 581.511902
	Iteration 31Q: 3 clusters Score -35544.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35544.789062 Penalty: 581.511902
	Iteration 32Q: 3 clusters Score -35544.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35544.789062 Penalty: 581.511902
	Iteration 33F: 3 clusters Score -35544.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9291.736328 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9291.736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9404.200195 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9404.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9474.660156 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9474.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9488.768555 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -9488.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9490.505859 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9490.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9490.505859 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -9490.506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10465.300781 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10465.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10536.576172 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10536.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10588.030273 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10588.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10657.036133 Penalty: 472.559082
	Iteration 3F: 3 clusters Score -10657.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10777.995117 Penalty: 472.559082
	Iteration 4F: 3 clusters Score -10778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10862.661133 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10862.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10866.353516 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10866.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10868.291016 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -10868.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10868.291016 Penalty: 472.559082
	Iteration 8F: 3 clusters Score -10868.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 91 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 89 members 
Entering Unmasked Estep 
Score: -58210288.000000 Penalty: 52866.046875
Splitting cluster 44 changes total score from -58210524.000000 to -58210288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44881.242188 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44881.24 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45150.933594 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45150.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45242.546875 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45242.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45309.390625 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -45309.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -45349.207031 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -45349.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45381.785156 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45381.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45412.437500 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45412.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45429.410156 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45429.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -45442.750000 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45442.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45458.644531 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45458.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45491.320312 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45491.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -45573.871094 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45573.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45642.000000 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45676.085938 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45676.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -45682.523438 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45682.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -45685.816406 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -45685.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45689.359375 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -45689.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45692.066406 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -45692.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45694.203125 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -45694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -45708.031250 Penalty: 608.640259
	Iteration 19Q: 3 clusters Score -45708.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45720.992188 Penalty: 608.640259
	Iteration 20F: 3 clusters Score -45720.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45735.156250 Penalty: 608.640259
	Iteration 21Q: 3 clusters Score -45735.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45738.500000 Penalty: 608.640259
	Iteration 22Q: 3 clusters Score -45738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45740.070312 Penalty: 608.640259
	Iteration 23Q: 3 clusters Score -45740.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -45740.589844 Penalty: 608.640259
	Iteration 24Q: 3 clusters Score -45740.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45741.015625 Penalty: 608.640259
	Iteration 25Q: 3 clusters Score -45741.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45741.015625 Penalty: 608.640259
	Iteration 26F: 3 clusters Score -45741.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 387 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 416 members 
Entering Unmasked Estep 
Score: -58210344.000000 Penalty: 52866.046875
Splitting cluster 45 changes total score from -58210524.000000 to -58210344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 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 108 members 
Entering Unmasked Estep 
Score: -14018.702148 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14018.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14101.461914 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14101.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14129.500977 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14129.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14148.399414 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14148.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14156.156250 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14156.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14163.220703 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14163.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14167.723633 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14167.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14173.479492 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14173.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14180.460938 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -14180.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14192.448242 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -14192.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14203.749023 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -14203.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14207.640625 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -14207.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14209.219727 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -14209.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14211.296875 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -14211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14213.978516 Penalty: 500.614502
	Iteration 14Q: 3 clusters Score -14213.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14216.935547 Penalty: 500.614502
	Iteration 15Q: 3 clusters Score -14216.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14221.321289 Penalty: 500.614502
	Iteration 16Q: 3 clusters Score -14221.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14222.657227 Penalty: 500.614502
	Iteration 17Q: 3 clusters Score -14222.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14226.353516 Penalty: 500.614502
	Iteration 18Q: 3 clusters Score -14226.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14228.122070 Penalty: 500.614502
	Iteration 19Q: 3 clusters Score -14228.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14228.349609 Penalty: 500.614502
	Iteration 20F: 3 clusters Score -14228.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -229377.546875 Penalty: 375.887726
	Iteration 0F: 2 clusters Score -229377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -226718.234375 Penalty: 751.775452
	Iteration 0F: 3 clusters Score -226718.2 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -227680.671875 Penalty: 751.775452
	Iteration 1F: 3 clusters Score -227680.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -227860.015625 Penalty: 751.775452
	Iteration 2F: 3 clusters Score -227860 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228151.953125 Penalty: 751.775452
	Iteration 3F: 3 clusters Score -228152 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -228509.125000 Penalty: 751.775452
	Iteration 4F: 3 clusters Score -228509.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -228806.093750 Penalty: 751.775452
	Iteration 5F: 3 clusters Score -228806.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -228960.468750 Penalty: 751.775452
	Iteration 6Q: 3 clusters Score -228960.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229077.687500 Penalty: 751.775452
	Iteration 7Q: 3 clusters Score -229077.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -229161.156250 Penalty: 751.775452
	Iteration 8Q: 3 clusters Score -229161.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -229229.578125 Penalty: 751.775452
	Iteration 9Q: 3 clusters Score -229229.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -229255.578125 Penalty: 751.775452
	Iteration 10Q: 3 clusters Score -229255.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -229262.093750 Penalty: 751.775452
	Iteration 11Q: 3 clusters Score -229262.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -229266.218750 Penalty: 751.775452
	Iteration 12Q: 3 clusters Score -229266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -229267.359375 Penalty: 751.775452
	Iteration 13Q: 3 clusters Score -229267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -229267.718750 Penalty: 751.775452
	Iteration 14Q: 3 clusters Score -229267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -229268.250000 Penalty: 751.775452
	Iteration 15Q: 3 clusters Score -229268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -229268.250000 Penalty: 751.775452
	Iteration 16F: 3 clusters Score -229268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10354.240234 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10354.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10081.019531 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10081.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10159.418945 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10159.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10193.490234 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10193.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10210.427734 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10210.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10221.603516 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10237.742188 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10237.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10241.330078 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10241.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10243.781250 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10243.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10249.957031 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10249.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10255.572266 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10255.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10256.750000 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10256.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10257.451172 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -10257.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10257.451172 Penalty: 483.501770
	Iteration 12F: 3 clusters Score -10257.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8092.815430 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8092.815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8187.193848 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8187.194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8231.103516 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8231.104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8247.954102 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -8247.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8253.065430 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8253.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8264.989258 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8264.989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8315.975586 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8315.976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8320.799805 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8332.326172 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -8332.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8332.326172 Penalty: 460.118378
	Iteration 9F: 3 clusters Score -8332.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 78 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 79 members 
Entering Unmasked Estep 
Score: -58210152.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58210524.000000 to -58210152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (61785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Entering Unmasked Estep 
Score: -3714823.000000 Penalty: 501.929413
	Iteration 0F: 2 clusters Score -3714823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3673164.000000 Penalty: 1003.858826
	Iteration 0F: 3 clusters Score -3673164 nChanged 30031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -3693152.500000 Penalty: 1003.858826
	Iteration 1F: 3 clusters Score -3693152 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -3694872.750000 Penalty: 1003.858826
	Iteration 2F: 3 clusters Score -3694873 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3697354.250000 Penalty: 1003.858826
	Iteration 3F: 3 clusters Score -3697354 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -3700516.250000 Penalty: 1003.858826
	Iteration 4F: 3 clusters Score -3700516 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -3703589.500000 Penalty: 1003.858826
	Iteration 5F: 3 clusters Score -3703590 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -3705531.000000 Penalty: 1003.858826
	Iteration 6Q: 3 clusters Score -3705531 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -3706490.250000 Penalty: 1003.858826
	Iteration 7Q: 3 clusters Score -3706490 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -3707127.750000 Penalty: 1003.858826
	Iteration 8Q: 3 clusters Score -3707128 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -3707780.000000 Penalty: 1003.858826
	Iteration 9Q: 3 clusters Score -3707780 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -3708483.500000 Penalty: 1003.858826
	Iteration 10Q: 3 clusters Score -3708484 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -3709226.250000 Penalty: 1003.858826
	Iteration 11Q: 3 clusters Score -3709226 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -3709969.000000 Penalty: 1003.858826
	Iteration 12Q: 3 clusters Score -3709969 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -3710704.250000 Penalty: 1003.858826
	Iteration 13Q: 3 clusters Score -3710704 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -3711381.250000 Penalty: 1003.858826
	Iteration 14Q: 3 clusters Score -3711381 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -3711968.500000 Penalty: 1003.858826
	Iteration 15Q: 3 clusters Score -3711968 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -3712466.750000 Penalty: 1003.858826
	Iteration 16Q: 3 clusters Score -3712467 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -3712875.000000 Penalty: 1003.858826
	Iteration 17Q: 3 clusters Score -3712875 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -3713248.750000 Penalty: 1003.858826
	Iteration 18Q: 3 clusters Score -3713249 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -3713546.750000 Penalty: 1003.858826
	Iteration 19Q: 3 clusters Score -3713547 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -3713729.750000 Penalty: 1003.858826
	Iteration 20F: 3 clusters Score -3713730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -3713880.750000 Penalty: 1003.858826
	Iteration 21Q: 3 clusters Score -3713881 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -3714032.000000 Penalty: 1003.858826
	Iteration 22Q: 3 clusters Score -3714032 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -3714106.500000 Penalty: 1003.858826
	Iteration 23Q: 3 clusters Score -3714106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -3714177.750000 Penalty: 1003.858826
	Iteration 24Q: 3 clusters Score -3714178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -3714220.250000 Penalty: 1003.858826
	Iteration 25Q: 3 clusters Score -3714220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -3714240.250000 Penalty: 1003.858826
	Iteration 26Q: 3 clusters Score -3714240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -3714262.000000 Penalty: 1003.858826
	Iteration 27Q: 3 clusters Score -3714262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -3714298.750000 Penalty: 1003.858826
	Iteration 28Q: 3 clusters Score -3714299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -3714310.750000 Penalty: 1003.858826
	Iteration 29Q: 3 clusters Score -3714311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -3714328.250000 Penalty: 1003.858826
	Iteration 30Q: 3 clusters Score -3714328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -3714346.500000 Penalty: 1003.858826
	Iteration 31Q: 3 clusters Score -3714346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -3714356.000000 Penalty: 1003.858826
	Iteration 32Q: 3 clusters Score -3714356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -3714360.750000 Penalty: 1003.858826
	Iteration 33Q: 3 clusters Score -3714361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -3714366.000000 Penalty: 1003.858826
	Iteration 34Q: 3 clusters Score -3714366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -3714366.750000 Penalty: 1003.858826
	Iteration 35Q: 3 clusters Score -3714367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -3714374.250000 Penalty: 1003.858826
	Iteration 36Q: 3 clusters Score -3714374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -3714370.000000 Penalty: 1003.858826
	Iteration 37Q: 3 clusters Score -3714370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -3714370.000000 Penalty: 1003.858826
	Iteration 38F: 3 clusters Score -3714370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15605.533203 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15605.53 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15705.919922 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15705.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15739.381836 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15739.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15758.588867 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -15758.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15777.916016 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15777.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15791.508789 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15791.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15797.365234 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15797.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15800.333984 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15800.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15800.847656 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15800.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15802.210938 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15802.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15807.224609 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15807.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15807.224609 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -15807.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10931.510742 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10931.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11045.869141 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11045.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11058.072266 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11058.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11066.564453 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11066.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11087.580078 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11087.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11098.189453 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11098.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11102.352539 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11102.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11103.987305 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11103.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11107.035156 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11107.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11111.893555 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11111.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11113.700195 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11113.700195 Penalty: 495.260010
	Iteration 11F: 3 clusters Score -11113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11227.537109 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11227.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11296.338867 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11296.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11334.420898 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11334.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11351.995117 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -11352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11365.375977 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11365.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11372.750000 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11372.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11372.750000 Penalty: 478.904785
	Iteration 6F: 3 clusters Score -11372.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9762.984375 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9762.984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9944.217773 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9944.218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9975.741211 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9975.741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9993.503906 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9993.504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10005.438477 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -10005.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10021.967773 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -10021.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10044.673828 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -10044.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10058.364258 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -10058.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10062.076172 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10062.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10062.076172 Penalty: 517.822693
	Iteration 9F: 3 clusters Score -10062.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18392.111328 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18392.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18497.769531 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18497.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18526.435547 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18526.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18537.671875 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -18537.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18544.062500 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18544.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18546.693359 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18546.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18547.037109 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18547.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18547.478516 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18547.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18547.478516 Penalty: 524.632385
	Iteration 8F: 3 clusters Score -18547.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37127.519531 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37127.52 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37343.761719 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37343.76 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37444.222656 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37444.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37495.574219 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37495.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37528.136719 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -37528.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37546.546875 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -37546.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37555.160156 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37555.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37568.835938 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37568.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37585.906250 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37585.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37597.292969 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37597.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37606.855469 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37606.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37625.335938 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37625.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37648.875000 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -37648.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37669.687500 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -37669.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37683.121094 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -37683.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37690.062500 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -37690.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37698.921875 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -37698.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -37702.304688 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -37702.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37702.695312 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -37702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37707.476562 Penalty: 581.816772
	Iteration 19F: 3 clusters Score -37707.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37711.480469 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -37711.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37712.445312 Penalty: 581.816772
	Iteration 21Q: 3 clusters Score -37712.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37712.753906 Penalty: 581.816772
	Iteration 22Q: 3 clusters Score -37712.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37712.753906 Penalty: 581.816772
	Iteration 23F: 3 clusters Score -37712.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 197 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 401 members 
Entering Unmasked Estep 
Score: -58210256.000000 Penalty: 52866.046875
Splitting cluster 56 changes total score from -58210524.000000 to -58210256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -121596.210938 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121596.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -122145.250000 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122145.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122269.734375 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122269.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122366.132812 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122366.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122466.281250 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122466.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -122533.781250 Penalty: 693.439575
	Iteration 5Q: 3 clusters Score -122533.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122589.140625 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122589.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122637.000000 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122666.757812 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122666.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122692.390625 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122692.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122712.484375 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122712.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122729.375000 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122729.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122738.781250 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122738.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122745.992188 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122749.718750 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122753.179688 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122754.523438 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122755.578125 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122756.234375 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122758.500000 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122759.390625 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122760.171875 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122760.515625 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122760.953125 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122761.242188 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122761.867188 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122762.726562 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -122762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -122764.234375 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -122764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122766.257812 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -122766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122767.828125 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -122767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122768.796875 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -122768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122771.093750 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -122771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122774.664062 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -122774.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122782.500000 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -122782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122792.710938 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -122792.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122803.164062 Penalty: 693.439575
	Iteration 35Q: 3 clusters Score -122803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122812.375000 Penalty: 693.439575
	Iteration 36Q: 3 clusters Score -122812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122818.007812 Penalty: 693.439575
	Iteration 37Q: 3 clusters Score -122818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122823.320312 Penalty: 693.439575
	Iteration 38Q: 3 clusters Score -122823.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122826.882812 Penalty: 693.439575
	Iteration 39Q: 3 clusters Score -122826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122830.015625 Penalty: 693.439575
	Iteration 40F: 3 clusters Score -122830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122841.023438 Penalty: 693.439575
	Iteration 41Q: 3 clusters Score -122841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122851.289062 Penalty: 693.439575
	Iteration 42Q: 3 clusters Score -122851.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122856.609375 Penalty: 693.439575
	Iteration 43Q: 3 clusters Score -122856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122860.757812 Penalty: 693.439575
	Iteration 44Q: 3 clusters Score -122860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122864.343750 Penalty: 693.439575
	Iteration 45Q: 3 clusters Score -122864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122865.570312 Penalty: 693.439575
	Iteration 46Q: 3 clusters Score -122865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122866.062500 Penalty: 693.439575
	Iteration 47Q: 3 clusters Score -122866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122866.593750 Penalty: 693.439575
	Iteration 48Q: 3 clusters Score -122866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122866.585938 Penalty: 693.439575
	Iteration 49Q: 3 clusters Score -122866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122866.937500 Penalty: 693.439575
	Iteration 50Q: 3 clusters Score -122866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122867.132812 Penalty: 693.439575
	Iteration 51Q: 3 clusters Score -122867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122866.945312 Penalty: 693.439575
	Iteration 52Q: 3 clusters Score -122866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122866.945312 Penalty: 693.439575
	Iteration 53F: 3 clusters Score -122866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70374.632812 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70374.63 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70712.843750 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70712.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70805.750000 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70805.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70885.750000 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70885.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70959.750000 Penalty: 642.503357
	Iteration 4F: 3 clusters Score -70959.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71025.406250 Penalty: 642.503357
	Iteration 5F: 3 clusters Score -71025.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71093.507812 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71093.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71133.078125 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71133.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71155.664062 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71155.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71171.703125 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71180.562500 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71180.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71183.085938 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71183.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71189.140625 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71189.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71189.703125 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71189.703125 Penalty: 642.503357
	Iteration 14F: 3 clusters Score -71189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28215.771484 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28215.77 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28352.359375 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28352.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28392.765625 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28392.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28415.646484 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28415.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28438.427734 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28438.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28466.660156 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28466.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28503.535156 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28503.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28515.396484 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28525.583984 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28525.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28539.890625 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28539.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28564.787109 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28564.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28590.734375 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28590.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28618.664062 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28618.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28643.837891 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28643.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28659.251953 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28659.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28663.667969 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28663.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28665.757812 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28665.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28667.283203 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28667.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28668.408203 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28668.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28670.792969 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28670.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28671.832031 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28671.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9023.702148 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9023.702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9188.358398 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9188.358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9267.297852 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9267.298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9326.527344 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -9326.527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9360.287109 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9360.287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9398.512695 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9398.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9421.092773 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9421.093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9471.666992 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9471.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9494.478516 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9494.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9519.223633 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9519.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9519.223633 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -9519.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 67 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 141 members 
Entering Unmasked Estep 
Score: -58210376.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58210524.000000 to -58210376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17036.500000 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17036.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17162.746094 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17162.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17193.486328 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17193.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17203.714844 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -17203.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17222.310547 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -17222.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17235.855469 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17235.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17247.994141 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17247.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17253.250000 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17253.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17257.214844 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17257.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17267.925781 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17267.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17271.476562 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17271.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17272.101562 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17273.488281 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -17273.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17275.679688 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -17275.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17276.865234 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -17276.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17276.865234 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -17276.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 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 183 members 
Entering Unmasked Estep 
Score: -21976.705078 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21976.71 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22174.968750 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22174.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22227.703125 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22227.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22256.003906 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -22256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22262.912109 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -22262.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22270.093750 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22270.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22276.273438 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22276.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22284.451172 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22284.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22291.730469 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22291.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22296.421875 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22296.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22297.898438 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -22297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22298.328125 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -22298.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22298.546875 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -22298.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22298.546875 Penalty: 526.886414
	Iteration 13F: 3 clusters Score -22298.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25135.289062 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25135.29 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25373.748047 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25373.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25440.916016 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25440.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25489.351562 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -25489.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25523.011719 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -25523.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25538.876953 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25538.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25549.136719 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25549.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25554.521484 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25554.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25561.162109 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25561.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25564.156250 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25564.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25565.044922 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25565.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25566.312500 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25566.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25570.503906 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25576.226562 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25576.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25582.269531 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -25582.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25591.195312 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -25591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25597.218750 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -25597.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25597.949219 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -25597.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25597.949219 Penalty: 552.647095
	Iteration 18F: 3 clusters Score -25597.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 100 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 334 members 
Entering Unmasked Estep 
Score: -58210248.000000 Penalty: 52866.046875
Splitting cluster 63 changes total score from -58210524.000000 to -58210248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (121331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Entering Unmasked Estep 
Score: -7320049.500000 Penalty: 532.635620
	Iteration 0F: 2 clusters Score -7320050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -7239294.500000 Penalty: 1065.271240
	Iteration 0F: 3 clusters Score -7239294 nChanged 59355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -7274888.000000 Penalty: 1065.271240
	Iteration 1F: 3 clusters Score -7274888 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -7276040.000000 Penalty: 1065.271240
	Iteration 2Q: 3 clusters Score -7276040 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -7277594.000000 Penalty: 1065.271240
	Iteration 3Q: 3 clusters Score -7277594 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -7279842.500000 Penalty: 1065.271240
	Iteration 4Q: 3 clusters Score -7279842 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -7283480.000000 Penalty: 1065.271240
	Iteration 5F: 3 clusters Score -7283480 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -7288752.000000 Penalty: 1065.271240
	Iteration 6F: 3 clusters Score -7288752 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -7294191.000000 Penalty: 1065.271240
	Iteration 7F: 3 clusters Score -7294191 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7297021.500000 Penalty: 1065.271240
	Iteration 8F: 3 clusters Score -7297022 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -7297758.500000 Penalty: 1065.271240
	Iteration 9Q: 3 clusters Score -7297758 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -7298020.500000 Penalty: 1065.271240
	Iteration 10Q: 3 clusters Score -7298020 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -7298122.500000 Penalty: 1065.271240
	Iteration 11Q: 3 clusters Score -7298122 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -7298157.000000 Penalty: 1065.271240
	Iteration 12Q: 3 clusters Score -7298157 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -7298221.500000 Penalty: 1065.271240
	Iteration 13Q: 3 clusters Score -7298222 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7298294.000000 Penalty: 1065.271240
	Iteration 14Q: 3 clusters Score -7298294 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7298372.500000 Penalty: 1065.271240
	Iteration 15Q: 3 clusters Score -7298372 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -7298540.000000 Penalty: 1065.271240
	Iteration 16Q: 3 clusters Score -7298540 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -7298625.500000 Penalty: 1065.271240
	Iteration 17Q: 3 clusters Score -7298626 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -7298731.000000 Penalty: 1065.271240
	Iteration 18Q: 3 clusters Score -7298731 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -7298879.000000 Penalty: 1065.271240
	Iteration 19Q: 3 clusters Score -7298879 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -7299034.000000 Penalty: 1065.271240
	Iteration 20F: 3 clusters Score -7299034 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -7299165.000000 Penalty: 1065.271240
	Iteration 21Q: 3 clusters Score -7299165 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -7299335.000000 Penalty: 1065.271240
	Iteration 22Q: 3 clusters Score -7299335 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -7299553.000000 Penalty: 1065.271240
	Iteration 23Q: 3 clusters Score -7299553 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -7299786.500000 Penalty: 1065.271240
	Iteration 24Q: 3 clusters Score -7299786 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -7299985.000000 Penalty: 1065.271240
	Iteration 25Q: 3 clusters Score -7299985 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -7300319.500000 Penalty: 1065.271240
	Iteration 26Q: 3 clusters Score -7300320 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -7300729.500000 Penalty: 1065.271240
	Iteration 27Q: 3 clusters Score -7300730 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -7301179.500000 Penalty: 1065.271240
	Iteration 28Q: 3 clusters Score -7301180 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -7301749.500000 Penalty: 1065.271240
	Iteration 29Q: 3 clusters Score -7301750 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -7302387.500000 Penalty: 1065.271240
	Iteration 30Q: 3 clusters Score -7302388 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -7303133.500000 Penalty: 1065.271240
	Iteration 31Q: 3 clusters Score -7303134 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -7304001.000000 Penalty: 1065.271240
	Iteration 32Q: 3 clusters Score -7304001 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -7304976.000000 Penalty: 1065.271240
	Iteration 33Q: 3 clusters Score -7304976 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -7305913.000000 Penalty: 1065.271240
	Iteration 34Q: 3 clusters Score -7305913 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -7306811.500000 Penalty: 1065.271240
	Iteration 35Q: 3 clusters Score -7306812 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -7307758.500000 Penalty: 1065.271240
	Iteration 36Q: 3 clusters Score -7307758 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -7308748.500000 Penalty: 1065.271240
	Iteration 37Q: 3 clusters Score -7308748 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -7309627.500000 Penalty: 1065.271240
	Iteration 38Q: 3 clusters Score -7309628 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -7310510.500000 Penalty: 1065.271240
	Iteration 39Q: 3 clusters Score -7310510 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -7311322.500000 Penalty: 1065.271240
	Iteration 40F: 3 clusters Score -7311322 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -7312210.000000 Penalty: 1065.271240
	Iteration 41Q: 3 clusters Score -7312210 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -7312998.500000 Penalty: 1065.271240
	Iteration 42Q: 3 clusters Score -7312998 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -7313660.500000 Penalty: 1065.271240
	Iteration 43Q: 3 clusters Score -7313660 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -7314294.000000 Penalty: 1065.271240
	Iteration 44Q: 3 clusters Score -7314294 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -7314764.000000 Penalty: 1065.271240
	Iteration 45Q: 3 clusters Score -7314764 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -7315196.000000 Penalty: 1065.271240
	Iteration 46Q: 3 clusters Score -7315196 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -7315549.500000 Penalty: 1065.271240
	Iteration 47Q: 3 clusters Score -7315550 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 108827 members 
Entering Unmasked Estep 
Score: -7315957.500000 Penalty: 1065.271240
	Iteration 48Q: 3 clusters Score -7315958 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -7316241.500000 Penalty: 1065.271240
	Iteration 49Q: 3 clusters Score -7316242 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 110806 members 
Entering Unmasked Estep 
Score: -7316520.000000 Penalty: 1065.271240
	Iteration 50Q: 3 clusters Score -7316520 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 111639 members 
Entering Unmasked Estep 
Score: -7316766.000000 Penalty: 1065.271240
	Iteration 51Q: 3 clusters Score -7316766 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -7317023.500000 Penalty: 1065.271240
	Iteration 52Q: 3 clusters Score -7317024 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -7317254.000000 Penalty: 1065.271240
	Iteration 53Q: 3 clusters Score -7317254 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -7317477.500000 Penalty: 1065.271240
	Iteration 54Q: 3 clusters Score -7317478 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -7317697.500000 Penalty: 1065.271240
	Iteration 55Q: 3 clusters Score -7317698 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -7317906.000000 Penalty: 1065.271240
	Iteration 56Q: 3 clusters Score -7317906 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -7318070.000000 Penalty: 1065.271240
	Iteration 57Q: 3 clusters Score -7318070 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 116516 members 
Entering Unmasked Estep 
Score: -7318252.000000 Penalty: 1065.271240
	Iteration 58Q: 3 clusters Score -7318252 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -7318380.000000 Penalty: 1065.271240
	Iteration 59Q: 3 clusters Score -7318380 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -7318553.500000 Penalty: 1065.271240
	Iteration 60F: 3 clusters Score -7318554 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -7318711.500000 Penalty: 1065.271240
	Iteration 61Q: 3 clusters Score -7318712 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -7318854.000000 Penalty: 1065.271240
	Iteration 62Q: 3 clusters Score -7318854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -7318967.500000 Penalty: 1065.271240
	Iteration 63Q: 3 clusters Score -7318968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -7319034.000000 Penalty: 1065.271240
	Iteration 64Q: 3 clusters Score -7319034 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 119138 members 
Entering Unmasked Estep 
Score: -7319107.500000 Penalty: 1065.271240
	Iteration 65Q: 3 clusters Score -7319108 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -7319169.500000 Penalty: 1065.271240
	Iteration 66Q: 3 clusters Score -7319170 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -7319216.500000 Penalty: 1065.271240
	Iteration 67Q: 3 clusters Score -7319216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -7319286.000000 Penalty: 1065.271240
	Iteration 68Q: 3 clusters Score -7319286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -7319326.500000 Penalty: 1065.271240
	Iteration 69Q: 3 clusters Score -7319326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 119973 members 
Entering Unmasked Estep 
Score: -7319371.500000 Penalty: 1065.271240
	Iteration 70Q: 3 clusters Score -7319372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -7319400.500000 Penalty: 1065.271240
	Iteration 71Q: 3 clusters Score -7319400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -7319417.000000 Penalty: 1065.271240
	Iteration 72Q: 3 clusters Score -7319417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -7319449.000000 Penalty: 1065.271240
	Iteration 73Q: 3 clusters Score -7319449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -7319464.500000 Penalty: 1065.271240
	Iteration 74Q: 3 clusters Score -7319464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -7319474.500000 Penalty: 1065.271240
	Iteration 75Q: 3 clusters Score -7319474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -7319495.000000 Penalty: 1065.271240
	Iteration 76Q: 3 clusters Score -7319495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -7319515.000000 Penalty: 1065.271240
	Iteration 77Q: 3 clusters Score -7319515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -7319539.500000 Penalty: 1065.271240
	Iteration 78Q: 3 clusters Score -7319540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -7319544.500000 Penalty: 1065.271240
	Iteration 79Q: 3 clusters Score -7319544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -7319561.500000 Penalty: 1065.271240
	Iteration 80F: 3 clusters Score -7319562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -7319580.500000 Penalty: 1065.271240
	Iteration 81Q: 3 clusters Score -7319580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 120610 members 
Entering Unmasked Estep 
Score: -7319591.000000 Penalty: 1065.271240
	Iteration 82Q: 3 clusters Score -7319591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 120631 members 
Entering Unmasked Estep 
Score: -7319604.500000 Penalty: 1065.271240
	Iteration 83Q: 3 clusters Score -7319604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -7319617.500000 Penalty: 1065.271240
	Iteration 84Q: 3 clusters Score -7319618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 120660 members 
Entering Unmasked Estep 
Score: -7319618.500000 Penalty: 1065.271240
	Iteration 85Q: 3 clusters Score -7319618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -7319629.500000 Penalty: 1065.271240
	Iteration 86Q: 3 clusters Score -7319630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -7319636.000000 Penalty: 1065.271240
	Iteration 87Q: 3 clusters Score -7319636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 120705 members 
Entering Unmasked Estep 
Score: -7319630.000000 Penalty: 1065.271240
	Iteration 88Q: 3 clusters Score -7319630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -7319636.000000 Penalty: 1065.271240
	Iteration 89Q: 3 clusters Score -7319636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 1065.271240
	Iteration 90Q: 3 clusters Score -7319636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -7319639.000000 Penalty: 1065.271240
	Iteration 91Q: 3 clusters Score -7319639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 120725 members 
Entering Unmasked Estep 
Score: -7319643.000000 Penalty: 1065.271240
	Iteration 92Q: 3 clusters Score -7319643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -7319644.000000 Penalty: 1065.271240
	Iteration 93Q: 3 clusters Score -7319644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -7319641.000000 Penalty: 1065.271240
	Iteration 94Q: 3 clusters Score -7319641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -7319643.000000 Penalty: 1065.271240
	Iteration 95Q: 3 clusters Score -7319643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -7319643.000000 Penalty: 1065.271240
	Iteration 96F: 3 clusters Score -7319643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8388.929688 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8388.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8452.294922 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8452.295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8511.641602 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8511.642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8558.639648 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -8558.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8591.918945 Penalty: 452.882751
	Iteration 4F: 3 clusters Score -8591.919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8620.660156 Penalty: 452.882751
	Iteration 5F: 3 clusters Score -8620.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8635.833984 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8635.834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8643.926758 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8643.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8643.926758 Penalty: 452.882751
	Iteration 8F: 3 clusters Score -8643.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 94 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 51 members 
Entering Unmasked Estep 
Score: -58210120.000000 Penalty: 52866.046875
Splitting cluster 65 changes total score from -58210524.000000 to -58210120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24492.529297 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24492.53 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24626.394531 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24626.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24672.810547 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24672.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24705.787109 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -24705.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24718.896484 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24722.839844 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24722.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24727.357422 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24727.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24735.464844 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24735.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24759.455078 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24759.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24803.892578 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24803.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24833.822266 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24833.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24863.435547 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24863.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24874.853516 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24874.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24879.361328 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24879.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24883.083984 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24883.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24883.539062 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24883.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24883.539062 Penalty: 540.794739
	Iteration 16F: 3 clusters Score -24883.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12880.115234 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12880.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12952.603516 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12952.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12980.870117 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12980.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12995.880859 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -12995.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13010.668945 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13010.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13018.451172 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13018.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13020.282227 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13020.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13020.282227 Penalty: 487.019104
	Iteration 7F: 3 clusters Score -13020.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11134.071289 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11134.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11190.050781 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11190.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11210.129883 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11210.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11224.833984 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11224.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11234.196289 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11235.421875 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11235.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11235.840820 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11235.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11235.840820 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -11235.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6591.686523 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6591.687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6682.801270 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6682.801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6728.339355 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6728.339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6806.338379 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6806.338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6841.105469 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6841.105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6864.283691 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6864.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6868.686523 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6868.687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6868.686523 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -6868.687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 82 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 65 members 
Entering Unmasked Estep 
Score: -58210148.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58210524.000000 to -58210148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10881.990234 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10881.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10983.107422 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10983.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11037.790039 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11037.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11065.669922 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -11065.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11090.876953 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11090.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11110.613281 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11110.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11115.218750 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11115.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11120.314453 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -11120.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11123.042969 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -11123.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11126.046875 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -11126.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11126.046875 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -11126.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13130.106445 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13130.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13222.436523 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13222.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13242.316406 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13242.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13251.577148 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13251.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13263.002930 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13267.123047 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13267.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13267.123047 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -13267.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14152.976562 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14152.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14263.150391 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14263.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14287.469727 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14287.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14300.716797 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -14300.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14313.555664 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14313.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14326.485352 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14326.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14330.806641 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14330.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14341.397461 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -14341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14359.014648 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -14359.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14378.903320 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -14378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14407.567383 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -14407.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14422.892578 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -14422.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14428.890625 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -14428.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14429.518555 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -14429.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14429.518555 Penalty: 506.022034
	Iteration 14F: 3 clusters Score -14429.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6101.931152 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6101.931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6147.942871 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6147.943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6167.410156 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -6167.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6171.109375 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6171.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6173.640625 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6173.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6174.723145 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6174.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6174.723145 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -6174.723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8147.694824 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8147.695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8241.339844 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8241.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8268.183594 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8268.184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8280.011719 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8280.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8284.099609 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8289.506836 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8289.507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8291.242188 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8291.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8291.242188 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -8291.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11063.245117 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11063.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11134.219727 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11134.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11169.157227 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11169.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11184.351562 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -11184.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11199.794922 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11199.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11219.930664 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11219.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11223.659180 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -11223.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11233.793945 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -11233.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11237.592773 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -11237.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11247.732422 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -11247.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11252.712891 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -11252.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11253.331055 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -11253.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11256.614258 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -11256.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11265.899414 Penalty: 476.030884
	Iteration 13Q: 3 clusters Score -11265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11297.436523 Penalty: 476.030884
	Iteration 14Q: 3 clusters Score -11297.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11338.410156 Penalty: 476.030884
	Iteration 15Q: 3 clusters Score -11338.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11365.096680 Penalty: 476.030884
	Iteration 16Q: 3 clusters Score -11365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11367.050781 Penalty: 476.030884
	Iteration 17Q: 3 clusters Score -11367.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11368.877930 Penalty: 476.030884
	Iteration 18Q: 3 clusters Score -11368.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11369.432617 Penalty: 476.030884
	Iteration 19Q: 3 clusters Score -11369.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11379.054688 Penalty: 476.030884
	Iteration 20F: 3 clusters Score -11379.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11398.277344 Penalty: 476.030884
	Iteration 21Q: 3 clusters Score -11398.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11399.870117 Penalty: 476.030884
	Iteration 22Q: 3 clusters Score -11399.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11402.195312 Penalty: 476.030884
	Iteration 23Q: 3 clusters Score -11402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11402.195312 Penalty: 476.030884
	Iteration 24F: 3 clusters Score -11402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 81 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 106 members 
Entering Unmasked Estep 
Score: -58210144.000000 Penalty: 52866.046875
Splitting cluster 75 changes total score from -58210524.000000 to -58210144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 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 206 members 
Entering Unmasked Estep 
Score: -23871.896484 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23871.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24006.818359 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24006.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24090.187500 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24090.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24134.748047 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -24134.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24159.318359 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -24159.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24188.826172 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24188.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24210.750000 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24210.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24218.869141 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24218.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24222.093750 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24222.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24223.050781 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24223.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24224.558594 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24224.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24225.242188 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24225.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24226.378906 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24226.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24228.376953 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24228.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24229.792969 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24229.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24231.595703 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -24231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24231.595703 Penalty: 549.446228
	Iteration 16F: 3 clusters Score -24231.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23246.125000 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23246.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23384.371094 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23384.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23428.160156 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23428.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23458.976562 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23458.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23501.800781 Penalty: 542.919373
	Iteration 4F: 3 clusters Score -23501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23527.359375 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23527.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23550.388672 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23550.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23567.611328 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23567.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23571.271484 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23571.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23575.216797 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23575.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23578.150391 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23578.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23578.609375 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23578.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23578.609375 Penalty: 542.919373
	Iteration 12F: 3 clusters Score -23578.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12359.692383 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12359.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12435.716797 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12435.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12460.106445 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12460.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12473.491211 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12473.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12483.983398 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12483.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12495.462891 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12495.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12511.844727 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12511.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12523.439453 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -12523.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12543.334961 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -12543.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12552.291016 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -12552.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12556.676758 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -12556.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12562.937500 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -12562.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12570.974609 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -12570.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12580.677734 Penalty: 483.501770
	Iteration 13Q: 3 clusters Score -12580.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12584.264648 Penalty: 483.501770
	Iteration 14Q: 3 clusters Score -12584.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12588.242188 Penalty: 483.501770
	Iteration 15Q: 3 clusters Score -12588.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12593.270508 Penalty: 483.501770
	Iteration 16Q: 3 clusters Score -12593.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12596.314453 Penalty: 483.501770
	Iteration 17Q: 3 clusters Score -12596.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12598.172852 Penalty: 483.501770
	Iteration 18Q: 3 clusters Score -12598.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12600.637695 Penalty: 483.501770
	Iteration 19Q: 3 clusters Score -12600.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12604.110352 Penalty: 483.501770
	Iteration 20F: 3 clusters Score -12604.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12612.413086 Penalty: 483.501770
	Iteration 21Q: 3 clusters Score -12612.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12620.355469 Penalty: 483.501770
	Iteration 22Q: 3 clusters Score -12620.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12636.491211 Penalty: 483.501770
	Iteration 23Q: 3 clusters Score -12636.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12644.567383 Penalty: 483.501770
	Iteration 24Q: 3 clusters Score -12644.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12648.012695 Penalty: 483.501770
	Iteration 25Q: 3 clusters Score -12648.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12648.012695 Penalty: 483.501770
	Iteration 26F: 3 clusters Score -12648.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4465.195312 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4465.195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4484.431152 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4484.431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4488.004395 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4488.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4489.865723 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4489.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4490.791992 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -4490.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4493.980469 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -4493.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4495.766602 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -4495.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4497.548828 Penalty: 417.232056
	Iteration 7Q: 3 clusters Score -4497.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4497.548828 Penalty: 417.232056
	Iteration 8F: 3 clusters Score -4497.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8750.639648 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8750.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8824.402344 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8824.402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8848.836914 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8848.837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8866.952148 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -8866.952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8883.551758 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8883.552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8893.212891 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8893.213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8907.073242 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8907.073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8912.668945 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8912.669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8912.668945 Penalty: 493.268707
	Iteration 8F: 3 clusters Score -8912.669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5884.532227 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5884.532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5927.208496 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5927.208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5987.155762 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5987.156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6002.863770 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6002.864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6020.769531 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -6020.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6039.910156 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -6039.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6051.925293 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -6051.925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6058.872559 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -6058.873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6077.525391 Penalty: 422.639587
	Iteration 8Q: 3 clusters Score -6077.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6088.413574 Penalty: 422.639587
	Iteration 9Q: 3 clusters Score -6088.414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6126.049805 Penalty: 422.639587
	Iteration 10Q: 3 clusters Score -6126.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6271.950684 Penalty: 422.639587
	Iteration 11F: 3 clusters Score -6271.951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6307.410156 Penalty: 422.639587
	Iteration 12F: 3 clusters Score -6307.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6311.265137 Penalty: 422.639587
	Iteration 13Q: 3 clusters Score -6311.265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6311.265137 Penalty: 422.639587
	Iteration 14F: 3 clusters Score -6311.265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 23 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 81 members 
Entering Unmasked Estep 
Score: -58210312.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58210524.000000 to -58210312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14119.636719 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14119.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14187.692383 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14187.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14228.786133 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14228.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14251.102539 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -14251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14282.478516 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -14282.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14302.784180 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14302.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14317.908203 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14317.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14330.955078 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14330.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14344.117188 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14344.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14364.041992 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -14364.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14377.796875 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -14377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14384.691406 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -14384.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14387.730469 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -14387.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14389.105469 Penalty: 499.493347
	Iteration 13Q: 3 clusters Score -14389.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14389.105469 Penalty: 499.493347
	Iteration 14F: 3 clusters Score -14389.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4810.351074 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4810.351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4877.277344 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4877.277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4902.642578 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -4902.643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4940.732910 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4940.733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4949.019531 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4949.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4949.019531 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -4949.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125431 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118224 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138582 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 152661 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3871 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61785 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121331 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210528.000000 Penalty: 52236.687500
Iteration 439Q: 84 clusters Score -5.821053e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 111552 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125419 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5275 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118213 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138583 members 
Mstep: Class 20 contains 10979 members 
Mstep: Class 21 contains 152621 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 3123 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3873 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61804 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121366 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210576.000000 Penalty: 52236.687500
Iteration 440F: 84 clusters Score -5.821058e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8815 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125417 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118203 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138578 members 
Mstep: Class 20 contains 10987 members 
Mstep: Class 21 contains 152603 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3877 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61821 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121377 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210544.000000 Penalty: 52236.687500
Iteration 441Q: 84 clusters Score -5.821054e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17501 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125415 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13336 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118197 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138580 members 
Mstep: Class 20 contains 10997 members 
Mstep: Class 21 contains 152589 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3882 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61824 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121379 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 442Q: 84 clusters Score -5.821045e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17501 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 111552 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125414 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13338 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118194 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138578 members 
Mstep: Class 20 contains 11009 members 
Mstep: Class 21 contains 152560 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1213 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2586 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3890 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61829 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121387 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 52236.687500
Iteration 443Q: 84 clusters Score -5.821044e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17501 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 111549 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125412 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118190 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138576 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 21 contains 152539 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1212 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3896 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61837 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121387 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 52236.687500
Iteration 444Q: 84 clusters Score -5.821044e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 111546 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125407 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5281 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118190 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138577 members 
Mstep: Class 20 contains 11022 members 
Mstep: Class 21 contains 152519 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1211 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3116 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3899 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61842 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121402 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210412.000000 Penalty: 52236.687500
Iteration 445Q: 84 clusters Score -5.821041e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111546 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125410 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118189 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138575 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 152488 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1212 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3116 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3900 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61842 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121428 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210384.000000 Penalty: 52236.687500
Iteration 446Q: 84 clusters Score -5.821038e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111546 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125413 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5274 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118186 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138573 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 152468 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3118 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3902 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61842 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121443 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 447Q: 84 clusters Score -5.821045e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111544 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125412 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118191 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138572 members 
Mstep: Class 20 contains 11032 members 
Mstep: Class 21 contains 152445 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3904 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61840 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121455 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210484.000000 Penalty: 52236.687500
Iteration 448Q: 84 clusters Score -5.821048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111546 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125412 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118191 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138569 members 
Mstep: Class 20 contains 11032 members 
Mstep: Class 21 contains 152438 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 9994 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2577 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3905 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61841 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121463 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210440.000000 Penalty: 52236.687500
Iteration 449Q: 84 clusters Score -5.821044e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111546 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125409 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118189 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138568 members 
Mstep: Class 20 contains 11038 members 
Mstep: Class 21 contains 152427 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 9996 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3905 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61844 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121465 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210352.000000 Penalty: 52236.687500
Iteration 450Q: 84 clusters Score -5.821035e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111549 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125411 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118188 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138565 members 
Mstep: Class 20 contains 11046 members 
Mstep: Class 21 contains 152422 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 10001 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3903 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61838 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121461 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210376.000000 Penalty: 52236.687500
Iteration 451Q: 84 clusters Score -5.821038e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17501 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111549 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125413 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 13345 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118190 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138565 members 
Mstep: Class 20 contains 11051 members 
Mstep: Class 21 contains 152410 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 10002 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3903 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61831 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121465 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210404.000000 Penalty: 52236.687500
Iteration 452Q: 84 clusters Score -5.82104e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111554 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125412 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118196 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138561 members 
Mstep: Class 20 contains 11059 members 
Mstep: Class 21 contains 152383 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 10003 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3903 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61823 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121482 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210396.000000 Penalty: 52236.687500
Iteration 453Q: 84 clusters Score -5.82104e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125411 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118194 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138558 members 
Mstep: Class 20 contains 11066 members 
Mstep: Class 21 contains 152332 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 10003 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3903 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61825 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121526 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 52236.687500
Iteration 454Q: 84 clusters Score -5.821049e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111561 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125410 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118195 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138557 members 
Mstep: Class 20 contains 11068 members 
Mstep: Class 21 contains 152280 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 10003 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3902 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61827 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121569 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210404.000000 Penalty: 52236.687500
Iteration 455Q: 84 clusters Score -5.82104e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 111564 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125408 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118193 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138555 members 
Mstep: Class 20 contains 11074 members 
Mstep: Class 21 contains 152216 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 10004 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3902 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61833 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121620 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210464.000000 Penalty: 52236.687500
Iteration 456Q: 84 clusters Score -5.821046e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125409 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5311 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118187 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138553 members 
Mstep: Class 20 contains 11075 members 
Mstep: Class 21 contains 152154 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 10006 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3903 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61838 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121672 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210448.000000 Penalty: 52236.687500
Iteration 457Q: 84 clusters Score -5.821045e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125410 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5313 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 72885 members 
Mstep: Class 15 contains 118187 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138551 members 
Mstep: Class 20 contains 11085 members 
Mstep: Class 21 contains 152091 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 10007 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3904 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61841 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121721 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 52236.687500
Iteration 458Q: 84 clusters Score -5.821049e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8821 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125413 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13336 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118185 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138552 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 152030 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 10008 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3905 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61839 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121776 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210516.000000 Penalty: 52236.687500
Iteration 459Q: 84 clusters Score -5.821052e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8822 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125414 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118188 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138552 members 
Mstep: Class 20 contains 11083 members 
Mstep: Class 21 contains 151980 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1225 members 
Mstep: Class 25 contains 10009 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3908 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61832 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121826 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210512.000000 Penalty: 52236.687500
Iteration 460F: 84 clusters Score -5.821051e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125415 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118186 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138555 members 
Mstep: Class 20 contains 11083 members 
Mstep: Class 21 contains 151925 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1227 members 
Mstep: Class 25 contains 10009 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3911 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61830 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121879 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 52236.687500
Iteration 461Q: 84 clusters Score -5.821044e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125415 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118185 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138554 members 
Mstep: Class 20 contains 11085 members 
Mstep: Class 21 contains 151893 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1227 members 
Mstep: Class 25 contains 10009 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3912 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61833 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121910 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210480.000000 Penalty: 52236.687500
Iteration 462Q: 84 clusters Score -5.821048e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111561 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125415 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118182 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138553 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 151864 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1227 members 
Mstep: Class 25 contains 10010 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3913 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61835 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121941 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210508.000000 Penalty: 52236.687500
Iteration 463Q: 84 clusters Score -5.821051e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111561 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125412 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118182 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138549 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 151831 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3914 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61839 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 121974 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210504.000000 Penalty: 52236.687500
Iteration 464Q: 84 clusters Score -5.82105e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111561 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125410 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118179 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138547 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 151796 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1230 members 
Mstep: Class 25 contains 10014 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3914 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61845 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122011 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210536.000000 Penalty: 52236.687500
Iteration 465Q: 84 clusters Score -5.821054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111560 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125409 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118174 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138548 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 151771 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1231 members 
Mstep: Class 25 contains 10016 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3913 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61850 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122039 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210524.000000 Penalty: 52236.687500
Iteration 466Q: 84 clusters Score -5.821052e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111565 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125406 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118175 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138546 members 
Mstep: Class 20 contains 11089 members 
Mstep: Class 21 contains 151743 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1234 members 
Mstep: Class 25 contains 10017 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3912 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61850 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122075 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210540.000000 Penalty: 52236.687500
Iteration 467Q: 84 clusters Score -5.821054e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125404 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118173 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138541 members 
Mstep: Class 20 contains 11091 members 
Mstep: Class 21 contains 151710 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1234 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3912 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61853 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122113 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210504.000000 Penalty: 52236.687500
Iteration 468Q: 84 clusters Score -5.82105e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111568 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125403 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118169 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138538 members 
Mstep: Class 20 contains 11094 members 
Mstep: Class 21 contains 151677 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1234 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3915 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61859 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122145 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210492.000000 Penalty: 52236.687500
Iteration 469Q: 84 clusters Score -5.821049e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125402 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118165 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138537 members 
Mstep: Class 20 contains 11095 members 
Mstep: Class 21 contains 151650 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1235 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61865 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122167 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210512.000000 Penalty: 52236.687500
Iteration 470Q: 84 clusters Score -5.821051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17496 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125402 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118166 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138536 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 151622 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3917 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61866 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122192 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210480.000000 Penalty: 52236.687500
Iteration 471Q: 84 clusters Score -5.821048e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125402 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118162 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138537 members 
Mstep: Class 20 contains 11097 members 
Mstep: Class 21 contains 151609 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3916 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61867 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122208 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 52236.687500
Iteration 472Q: 84 clusters Score -5.821043e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125401 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118166 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138537 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 151597 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3913 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61866 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122223 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210476.000000 Penalty: 52236.687500
Iteration 473Q: 84 clusters Score -5.821048e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111567 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125400 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5259 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118168 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138537 members 
Mstep: Class 20 contains 11095 members 
Mstep: Class 21 contains 151578 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3910 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61866 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122248 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210460.000000 Penalty: 52236.687500
Iteration 474Q: 84 clusters Score -5.821046e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125396 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118170 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138536 members 
Mstep: Class 20 contains 11094 members 
Mstep: Class 21 contains 151569 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3909 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61866 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122260 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210468.000000 Penalty: 52236.687500
Iteration 475Q: 84 clusters Score -5.821047e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125393 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118169 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138535 members 
Mstep: Class 20 contains 11095 members 
Mstep: Class 21 contains 151590 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3911 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61869 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122238 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 52236.687500
Iteration 476Q: 84 clusters Score -5.821043e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8830 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125394 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5254 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118166 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138532 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 151605 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1241 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3911 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61873 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122223 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210496.000000 Penalty: 52236.687500
Iteration 477Q: 84 clusters Score -5.82105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125394 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138529 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 21 contains 151607 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2584 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3908 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61876 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122216 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210404.000000 Penalty: 52236.687500
Iteration 478Q: 84 clusters Score -5.82104e+07 nChanged 95
Entering ConstructFrom: 
Score: -58210404.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -5505.397461 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -5505.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5329.066406 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -5329.066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5365.678223 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -5365.678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5370.470703 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -5370.471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5372.694824 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -5372.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5372.694824 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -5372.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Entering Unmasked Estep 
Score: -1059735.125000 Penalty: 444.530426
	Iteration 0F: 2 clusters Score -1059735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1048012.125000 Penalty: 889.060852
	Iteration 0F: 3 clusters Score -1048012 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1052791.000000 Penalty: 889.060852
	Iteration 1F: 3 clusters Score -1052791 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1053155.625000 Penalty: 889.060852
	Iteration 2Q: 3 clusters Score -1053156 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1053694.625000 Penalty: 889.060852
	Iteration 3F: 3 clusters Score -1053695 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1054500.750000 Penalty: 889.060852
	Iteration 4F: 3 clusters Score -1054501 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1055647.125000 Penalty: 889.060852
	Iteration 5F: 3 clusters Score -1055647 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1056941.000000 Penalty: 889.060852
	Iteration 6F: 3 clusters Score -1056941 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1058073.625000 Penalty: 889.060852
	Iteration 7F: 3 clusters Score -1058074 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1058746.875000 Penalty: 889.060852
	Iteration 8Q: 3 clusters Score -1058747 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1059068.875000 Penalty: 889.060852
	Iteration 9Q: 3 clusters Score -1059069 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1059211.250000 Penalty: 889.060852
	Iteration 10Q: 3 clusters Score -1059211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1059277.500000 Penalty: 889.060852
	Iteration 11Q: 3 clusters Score -1059278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1059309.875000 Penalty: 889.060852
	Iteration 12Q: 3 clusters Score -1059310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1059322.750000 Penalty: 889.060852
	Iteration 13Q: 3 clusters Score -1059323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1059332.625000 Penalty: 889.060852
	Iteration 14Q: 3 clusters Score -1059333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1059341.375000 Penalty: 889.060852
	Iteration 15Q: 3 clusters Score -1059341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1059345.500000 Penalty: 889.060852
	Iteration 16Q: 3 clusters Score -1059346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1059350.375000 Penalty: 889.060852
	Iteration 17Q: 3 clusters Score -1059350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1059352.250000 Penalty: 889.060852
	Iteration 18Q: 3 clusters Score -1059352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1059354.000000 Penalty: 889.060852
	Iteration 19Q: 3 clusters Score -1059354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1059362.250000 Penalty: 889.060852
	Iteration 20F: 3 clusters Score -1059362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1059364.125000 Penalty: 889.060852
	Iteration 21Q: 3 clusters Score -1059364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1059366.250000 Penalty: 889.060852
	Iteration 22Q: 3 clusters Score -1059366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1059368.000000 Penalty: 889.060852
	Iteration 23Q: 3 clusters Score -1059368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1059369.250000 Penalty: 889.060852
	Iteration 24Q: 3 clusters Score -1059369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1059369.250000 Penalty: 889.060852
	Iteration 25F: 3 clusters Score -1059369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -533761.562500 Penalty: 413.419220
	Iteration 0F: 2 clusters Score -533761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -527870.812500 Penalty: 826.838440
	Iteration 0F: 3 clusters Score -527870.8 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -530215.687500 Penalty: 826.838440
	Iteration 1F: 3 clusters Score -530215.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -530425.687500 Penalty: 826.838440
	Iteration 2F: 3 clusters Score -530425.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -530631.875000 Penalty: 826.838440
	Iteration 3F: 3 clusters Score -530631.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -530880.375000 Penalty: 826.838440
	Iteration 4F: 3 clusters Score -530880.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -531172.250000 Penalty: 826.838440
	Iteration 5F: 3 clusters Score -531172.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -531502.187500 Penalty: 826.838440
	Iteration 6F: 3 clusters Score -531502.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -531874.000000 Penalty: 826.838440
	Iteration 7F: 3 clusters Score -531874 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -532196.250000 Penalty: 826.838440
	Iteration 8Q: 3 clusters Score -532196.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -532408.937500 Penalty: 826.838440
	Iteration 9Q: 3 clusters Score -532408.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -532534.250000 Penalty: 826.838440
	Iteration 10Q: 3 clusters Score -532534.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -532626.000000 Penalty: 826.838440
	Iteration 11Q: 3 clusters Score -532626 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -532698.812500 Penalty: 826.838440
	Iteration 12Q: 3 clusters Score -532698.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -532769.187500 Penalty: 826.838440
	Iteration 13Q: 3 clusters Score -532769.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -532809.562500 Penalty: 826.838440
	Iteration 14Q: 3 clusters Score -532809.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -532838.812500 Penalty: 826.838440
	Iteration 15Q: 3 clusters Score -532838.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -532858.500000 Penalty: 826.838440
	Iteration 16Q: 3 clusters Score -532858.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -532874.812500 Penalty: 826.838440
	Iteration 17Q: 3 clusters Score -532874.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -532892.875000 Penalty: 826.838440
	Iteration 18Q: 3 clusters Score -532892.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -532916.437500 Penalty: 826.838440
	Iteration 19Q: 3 clusters Score -532916.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -532942.562500 Penalty: 826.838440
	Iteration 20F: 3 clusters Score -532942.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -532965.250000 Penalty: 826.838440
	Iteration 21Q: 3 clusters Score -532965.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -533000.062500 Penalty: 826.838440
	Iteration 22Q: 3 clusters Score -533000.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -533034.312500 Penalty: 826.838440
	Iteration 23Q: 3 clusters Score -533034.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -533075.437500 Penalty: 826.838440
	Iteration 24Q: 3 clusters Score -533075.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -533104.625000 Penalty: 826.838440
	Iteration 25Q: 3 clusters Score -533104.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -533135.687500 Penalty: 826.838440
	Iteration 26Q: 3 clusters Score -533135.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -533160.500000 Penalty: 826.838440
	Iteration 27Q: 3 clusters Score -533160.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -533179.687500 Penalty: 826.838440
	Iteration 28Q: 3 clusters Score -533179.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -533195.562500 Penalty: 826.838440
	Iteration 29Q: 3 clusters Score -533195.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -533208.750000 Penalty: 826.838440
	Iteration 30Q: 3 clusters Score -533208.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -533217.875000 Penalty: 826.838440
	Iteration 31Q: 3 clusters Score -533217.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -533223.437500 Penalty: 826.838440
	Iteration 32Q: 3 clusters Score -533223.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -533226.687500 Penalty: 826.838440
	Iteration 33Q: 3 clusters Score -533226.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -533234.750000 Penalty: 826.838440
	Iteration 34Q: 3 clusters Score -533234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -533237.000000 Penalty: 826.838440
	Iteration 35Q: 3 clusters Score -533237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -533240.000000 Penalty: 826.838440
	Iteration 36Q: 3 clusters Score -533240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -533242.062500 Penalty: 826.838440
	Iteration 37Q: 3 clusters Score -533242.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -533242.687500 Penalty: 826.838440
	Iteration 38Q: 3 clusters Score -533242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -533242.750000 Penalty: 826.838440
	Iteration 39Q: 3 clusters Score -533242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -533242.687500 Penalty: 826.838440
	Iteration 40F: 3 clusters Score -533242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -533242.687500 Penalty: 826.838440
	Iteration 41Q: 3 clusters Score -533242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -533243.125000 Penalty: 826.838440
	Iteration 42Q: 3 clusters Score -533243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -533243.437500 Penalty: 826.838440
	Iteration 43Q: 3 clusters Score -533243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -533244.312500 Penalty: 826.838440
	Iteration 44Q: 3 clusters Score -533244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -533245.937500 Penalty: 826.838440
	Iteration 45Q: 3 clusters Score -533245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -533245.937500 Penalty: 826.838440
	Iteration 46Q: 3 clusters Score -533245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -533245.250000 Penalty: 826.838440
	Iteration 47Q: 3 clusters Score -533245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -533245.750000 Penalty: 826.838440
	Iteration 48Q: 3 clusters Score -533245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -533246.562500 Penalty: 826.838440
	Iteration 49Q: 3 clusters Score -533246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -533247.000000 Penalty: 826.838440
	Iteration 50Q: 3 clusters Score -533247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -533247.062500 Penalty: 826.838440
	Iteration 51Q: 3 clusters Score -533247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -533247.687500 Penalty: 826.838440
	Iteration 52Q: 3 clusters Score -533247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -533247.500000 Penalty: 826.838440
	Iteration 53Q: 3 clusters Score -533247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -533246.875000 Penalty: 826.838440
	Iteration 54Q: 3 clusters Score -533246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -533248.937500 Penalty: 826.838440
	Iteration 55Q: 3 clusters Score -533248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -533249.000000 Penalty: 826.838440
	Iteration 56Q: 3 clusters Score -533249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -533248.062500 Penalty: 826.838440
	Iteration 57Q: 3 clusters Score -533248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -533247.812500 Penalty: 826.838440
	Iteration 58Q: 3 clusters Score -533247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -533248.250000 Penalty: 826.838440
	Iteration 59Q: 3 clusters Score -533248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -533248.312500 Penalty: 826.838440
	Iteration 60F: 3 clusters Score -533248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -533249.250000 Penalty: 826.838440
	Iteration 61Q: 3 clusters Score -533249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -533248.625000 Penalty: 826.838440
	Iteration 62Q: 3 clusters Score -533248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -533249.312500 Penalty: 826.838440
	Iteration 63Q: 3 clusters Score -533249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -533249.562500 Penalty: 826.838440
	Iteration 64Q: 3 clusters Score -533249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -533249.562500 Penalty: 826.838440
	Iteration 65F: 3 clusters Score -533249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Entering Unmasked Estep 
Score: -6721358.000000 Penalty: 528.820312
	Iteration 0F: 2 clusters Score -6721358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -6647573.500000 Penalty: 1057.640625
	Iteration 0F: 3 clusters Score -6647574 nChanged 54423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6683127.000000 Penalty: 1057.640625
	Iteration 1F: 3 clusters Score -6683127 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6686715.500000 Penalty: 1057.640625
	Iteration 2F: 3 clusters Score -6686716 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -6692115.500000 Penalty: 1057.640625
	Iteration 3F: 3 clusters Score -6692116 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -6698147.000000 Penalty: 1057.640625
	Iteration 4F: 3 clusters Score -6698147 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -6702561.000000 Penalty: 1057.640625
	Iteration 5F: 3 clusters Score -6702561 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -6704386.500000 Penalty: 1057.640625
	Iteration 6Q: 3 clusters Score -6704386 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -6705148.500000 Penalty: 1057.640625
	Iteration 7Q: 3 clusters Score -6705148 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -6705740.000000 Penalty: 1057.640625
	Iteration 8Q: 3 clusters Score -6705740 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -6706254.500000 Penalty: 1057.640625
	Iteration 9Q: 3 clusters Score -6706254 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -6706908.500000 Penalty: 1057.640625
	Iteration 10Q: 3 clusters Score -6706908 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -6707632.500000 Penalty: 1057.640625
	Iteration 11Q: 3 clusters Score -6707632 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6708455.000000 Penalty: 1057.640625
	Iteration 12Q: 3 clusters Score -6708455 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6709433.000000 Penalty: 1057.640625
	Iteration 13Q: 3 clusters Score -6709433 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6710440.000000 Penalty: 1057.640625
	Iteration 14Q: 3 clusters Score -6710440 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6711555.500000 Penalty: 1057.640625
	Iteration 15Q: 3 clusters Score -6711556 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -6712703.500000 Penalty: 1057.640625
	Iteration 16Q: 3 clusters Score -6712704 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6714015.500000 Penalty: 1057.640625
	Iteration 17Q: 3 clusters Score -6714016 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -6715343.000000 Penalty: 1057.640625
	Iteration 18Q: 3 clusters Score -6715343 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -6716612.000000 Penalty: 1057.640625
	Iteration 19Q: 3 clusters Score -6716612 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6717750.000000 Penalty: 1057.640625
	Iteration 20F: 3 clusters Score -6717750 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6718707.500000 Penalty: 1057.640625
	Iteration 21Q: 3 clusters Score -6718708 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6719350.500000 Penalty: 1057.640625
	Iteration 22Q: 3 clusters Score -6719350 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6719891.500000 Penalty: 1057.640625
	Iteration 23Q: 3 clusters Score -6719892 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6720205.000000 Penalty: 1057.640625
	Iteration 24Q: 3 clusters Score -6720205 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6720464.000000 Penalty: 1057.640625
	Iteration 25Q: 3 clusters Score -6720464 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6720639.000000 Penalty: 1057.640625
	Iteration 26Q: 3 clusters Score -6720639 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6720774.000000 Penalty: 1057.640625
	Iteration 27Q: 3 clusters Score -6720774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6720850.000000 Penalty: 1057.640625
	Iteration 28Q: 3 clusters Score -6720850 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6720890.500000 Penalty: 1057.640625
	Iteration 29Q: 3 clusters Score -6720890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6720937.500000 Penalty: 1057.640625
	Iteration 30Q: 3 clusters Score -6720938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6720957.000000 Penalty: 1057.640625
	Iteration 31Q: 3 clusters Score -6720957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6720957.000000 Penalty: 1057.640625
	Iteration 32Q: 3 clusters Score -6720957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6720966.000000 Penalty: 1057.640625
	Iteration 33Q: 3 clusters Score -6720966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6720973.500000 Penalty: 1057.640625
	Iteration 34Q: 3 clusters Score -6720974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6720983.500000 Penalty: 1057.640625
	Iteration 35Q: 3 clusters Score -6720984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6720988.000000 Penalty: 1057.640625
	Iteration 36Q: 3 clusters Score -6720988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6720983.000000 Penalty: 1057.640625
	Iteration 37Q: 3 clusters Score -6720983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6720983.500000 Penalty: 1057.640625
	Iteration 38Q: 3 clusters Score -6720984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6720982.500000 Penalty: 1057.640625
	Iteration 39Q: 3 clusters Score -6720982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6720977.500000 Penalty: 1057.640625
	Iteration 40F: 3 clusters Score -6720978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6720974.000000 Penalty: 1057.640625
	Iteration 41Q: 3 clusters Score -6720974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6720975.000000 Penalty: 1057.640625
	Iteration 42Q: 3 clusters Score -6720975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6720975.500000 Penalty: 1057.640625
	Iteration 43Q: 3 clusters Score -6720976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6720976.000000 Penalty: 1057.640625
	Iteration 44Q: 3 clusters Score -6720976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6720976.000000 Penalty: 1057.640625
	Iteration 45F: 3 clusters Score -6720976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -277949.937500 Penalty: 384.977600
	Iteration 0F: 2 clusters Score -277949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -274797.625000 Penalty: 769.955200
	Iteration 0F: 3 clusters Score -274797.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -275935.531250 Penalty: 769.955200
	Iteration 1F: 3 clusters Score -275935.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -276075.968750 Penalty: 769.955200
	Iteration 2F: 3 clusters Score -276076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -276222.562500 Penalty: 769.955200
	Iteration 3F: 3 clusters Score -276222.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -276371.437500 Penalty: 769.955200
	Iteration 4F: 3 clusters Score -276371.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -276502.500000 Penalty: 769.955200
	Iteration 5F: 3 clusters Score -276502.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -276660.406250 Penalty: 769.955200
	Iteration 6Q: 3 clusters Score -276660.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -276844.906250 Penalty: 769.955200
	Iteration 7F: 3 clusters Score -276844.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -277016.500000 Penalty: 769.955200
	Iteration 8Q: 3 clusters Score -277016.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -277150.312500 Penalty: 769.955200
	Iteration 9Q: 3 clusters Score -277150.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -277227.218750 Penalty: 769.955200
	Iteration 10Q: 3 clusters Score -277227.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -277279.000000 Penalty: 769.955200
	Iteration 11Q: 3 clusters Score -277279 nChanged 64
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: -277303.531250 Penalty: 769.955200
	Iteration 12Q: 3 clusters Score -277303.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -277325.687500 Penalty: 769.955200
	Iteration 13Q: 3 clusters Score -277325.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -277342.843750 Penalty: 769.955200
	Iteration 14Q: 3 clusters Score -277342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -277360.531250 Penalty: 769.955200
	Iteration 15Q: 3 clusters Score -277360.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -277375.593750 Penalty: 769.955200
	Iteration 16Q: 3 clusters Score -277375.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -277389.406250 Penalty: 769.955200
	Iteration 17Q: 3 clusters Score -277389.4 nChanged 29
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: -277397.781250 Penalty: 769.955200
	Iteration 18Q: 3 clusters Score -277397.8 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: -277404.218750 Penalty: 769.955200
	Iteration 19Q: 3 clusters Score -277404.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -277409.843750 Penalty: 769.955200
	Iteration 20F: 3 clusters Score -277409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -277417.437500 Penalty: 769.955200
	Iteration 21Q: 3 clusters Score -277417.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -277428.000000 Penalty: 769.955200
	Iteration 22Q: 3 clusters Score -277428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -277436.468750 Penalty: 769.955200
	Iteration 23Q: 3 clusters Score -277436.5 nChanged 27
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: -277445.062500 Penalty: 769.955200
	Iteration 24Q: 3 clusters Score -277445.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -277451.406250 Penalty: 769.955200
	Iteration 25Q: 3 clusters Score -277451.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -277460.031250 Penalty: 769.955200
	Iteration 26Q: 3 clusters Score -277460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -277465.656250 Penalty: 769.955200
	Iteration 27Q: 3 clusters Score -277465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -277474.156250 Penalty: 769.955200
	Iteration 28Q: 3 clusters Score -277474.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -277484.312500 Penalty: 769.955200
	Iteration 29Q: 3 clusters Score -277484.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -277491.593750 Penalty: 769.955200
	Iteration 30Q: 3 clusters Score -277491.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -277501.593750 Penalty: 769.955200
	Iteration 31Q: 3 clusters Score -277501.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -277509.593750 Penalty: 769.955200
	Iteration 32Q: 3 clusters Score -277509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -277516.593750 Penalty: 769.955200
	Iteration 33Q: 3 clusters Score -277516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -277525.125000 Penalty: 769.955200
	Iteration 34Q: 3 clusters Score -277525.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -277530.906250 Penalty: 769.955200
	Iteration 35Q: 3 clusters Score -277530.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -277538.500000 Penalty: 769.955200
	Iteration 36Q: 3 clusters Score -277538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -277541.750000 Penalty: 769.955200
	Iteration 37Q: 3 clusters Score -277541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -277544.031250 Penalty: 769.955200
	Iteration 38Q: 3 clusters Score -277544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -277544.750000 Penalty: 769.955200
	Iteration 39Q: 3 clusters Score -277544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -277545.218750 Penalty: 769.955200
	Iteration 40F: 3 clusters Score -277545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -277545.218750 Penalty: 769.955200
	Iteration 41Q: 3 clusters Score -277545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -277545.218750 Penalty: 769.955200
	Iteration 42F: 3 clusters Score -277545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46830.695312 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46155.312500 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -46155.31 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46380.992188 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46380.99 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46473.683594 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46473.68 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46560.949219 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46560.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46625.710938 Penalty: 605.995789
	Iteration 4F: 3 clusters Score -46625.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46663.656250 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46663.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46687.023438 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46687.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46712.437500 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46712.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46732.496094 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46742.160156 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46742.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46746.343750 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46746.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46750.945312 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46750.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46755.144531 Penalty: 605.995789
	Iteration 12Q: 3 clusters Score -46755.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46756.304688 Penalty: 605.995789
	Iteration 13Q: 3 clusters Score -46756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46756.921875 Penalty: 605.995789
	Iteration 14Q: 3 clusters Score -46756.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46757.371094 Penalty: 605.995789
	Iteration 15Q: 3 clusters Score -46757.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46757.371094 Penalty: 605.995789
	Iteration 16F: 3 clusters Score -46757.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -7269.314941 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -7269.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6886.133789 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -6886.134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7012.958984 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -7012.959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7061.152832 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -7061.153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7116.253418 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -7116.253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7157.045898 Penalty: 531.762573
	Iteration 4F: 3 clusters Score -7157.046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7174.603027 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -7174.603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7180.327148 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -7180.327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7186.701172 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -7186.701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7198.643066 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -7198.643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7199.493164 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -7199.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7202.264648 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -7202.265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7203.124023 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -7203.124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7203.731934 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -7203.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7203.946289 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -7203.946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7203.946289 Penalty: 531.762573
	Iteration 14F: 3 clusters Score -7203.946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125390 members 
Entering Unmasked Estep 
Score: -7384240.500000 Penalty: 534.132874
	Iteration 0F: 2 clusters Score -7384240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -7299742.000000 Penalty: 1068.265747
	Iteration 0F: 3 clusters Score -7299742 nChanged 61456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -7339215.000000 Penalty: 1068.265747
	Iteration 1F: 3 clusters Score -7339215 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -7341403.000000 Penalty: 1068.265747
	Iteration 2Q: 3 clusters Score -7341403 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -7344285.000000 Penalty: 1068.265747
	Iteration 3Q: 3 clusters Score -7344285 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -7348283.000000 Penalty: 1068.265747
	Iteration 4F: 3 clusters Score -7348283 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -7353268.500000 Penalty: 1068.265747
	Iteration 5F: 3 clusters Score -7353268 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -7358393.500000 Penalty: 1068.265747
	Iteration 6F: 3 clusters Score -7358394 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -7361673.000000 Penalty: 1068.265747
	Iteration 7F: 3 clusters Score -7361673 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -7362918.000000 Penalty: 1068.265747
	Iteration 8Q: 3 clusters Score -7362918 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -7363438.500000 Penalty: 1068.265747
	Iteration 9Q: 3 clusters Score -7363438 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -7363851.500000 Penalty: 1068.265747
	Iteration 10Q: 3 clusters Score -7363852 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -7364222.000000 Penalty: 1068.265747
	Iteration 11Q: 3 clusters Score -7364222 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -7364667.500000 Penalty: 1068.265747
	Iteration 12Q: 3 clusters Score -7364668 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -7365141.000000 Penalty: 1068.265747
	Iteration 13Q: 3 clusters Score -7365141 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -7365702.500000 Penalty: 1068.265747
	Iteration 14Q: 3 clusters Score -7365702 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -7366304.000000 Penalty: 1068.265747
	Iteration 15Q: 3 clusters Score -7366304 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -7367026.500000 Penalty: 1068.265747
	Iteration 16Q: 3 clusters Score -7367026 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -7367723.500000 Penalty: 1068.265747
	Iteration 17Q: 3 clusters Score -7367724 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -7368656.500000 Penalty: 1068.265747
	Iteration 18Q: 3 clusters Score -7368656 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -7369576.000000 Penalty: 1068.265747
	Iteration 19Q: 3 clusters Score -7369576 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -7370605.000000 Penalty: 1068.265747
	Iteration 20F: 3 clusters Score -7370605 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -7371715.500000 Penalty: 1068.265747
	Iteration 21Q: 3 clusters Score -7371716 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -7372908.500000 Penalty: 1068.265747
	Iteration 22Q: 3 clusters Score -7372908 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -7374124.000000 Penalty: 1068.265747
	Iteration 23Q: 3 clusters Score -7374124 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 108960 members 
Entering Unmasked Estep 
Score: -7375326.500000 Penalty: 1068.265747
	Iteration 24Q: 3 clusters Score -7375326 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -7376514.500000 Penalty: 1068.265747
	Iteration 25Q: 3 clusters Score -7376514 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -7377775.500000 Penalty: 1068.265747
	Iteration 26Q: 3 clusters Score -7377776 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -7378881.000000 Penalty: 1068.265747
	Iteration 27Q: 3 clusters Score -7378881 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -7379930.500000 Penalty: 1068.265747
	Iteration 28Q: 3 clusters Score -7379930 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -7380902.500000 Penalty: 1068.265747
	Iteration 29Q: 3 clusters Score -7380902 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -7381668.000000 Penalty: 1068.265747
	Iteration 30Q: 3 clusters Score -7381668 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -7382277.000000 Penalty: 1068.265747
	Iteration 31Q: 3 clusters Score -7382277 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -7382686.500000 Penalty: 1068.265747
	Iteration 32Q: 3 clusters Score -7382686 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -7382980.500000 Penalty: 1068.265747
	Iteration 33Q: 3 clusters Score -7382980 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -7383232.500000 Penalty: 1068.265747
	Iteration 34Q: 3 clusters Score -7383232 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -7383438.500000 Penalty: 1068.265747
	Iteration 35Q: 3 clusters Score -7383438 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -7383566.500000 Penalty: 1068.265747
	Iteration 36Q: 3 clusters Score -7383566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -7383693.000000 Penalty: 1068.265747
	Iteration 37Q: 3 clusters Score -7383693 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -7383780.500000 Penalty: 1068.265747
	Iteration 38Q: 3 clusters Score -7383780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -7383853.500000 Penalty: 1068.265747
	Iteration 39Q: 3 clusters Score -7383854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -7383888.500000 Penalty: 1068.265747
	Iteration 40F: 3 clusters Score -7383888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -7383917.000000 Penalty: 1068.265747
	Iteration 41Q: 3 clusters Score -7383917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 124634 members 
Entering Unmasked Estep 
Score: -7383923.000000 Penalty: 1068.265747
	Iteration 42Q: 3 clusters Score -7383923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 124654 members 
Entering Unmasked Estep 
Score: -7383919.000000 Penalty: 1068.265747
	Iteration 43Q: 3 clusters Score -7383919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -7383929.500000 Penalty: 1068.265747
	Iteration 44Q: 3 clusters Score -7383930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -7383944.000000 Penalty: 1068.265747
	Iteration 45Q: 3 clusters Score -7383944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -7383947.000000 Penalty: 1068.265747
	Iteration 46Q: 3 clusters Score -7383947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -7383944.500000 Penalty: 1068.265747
	Iteration 47Q: 3 clusters Score -7383944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 124725 members 
Entering Unmasked Estep 
Score: -7383949.000000 Penalty: 1068.265747
	Iteration 48Q: 3 clusters Score -7383949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -7383948.000000 Penalty: 1068.265747
	Iteration 49Q: 3 clusters Score -7383948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -7383951.500000 Penalty: 1068.265747
	Iteration 50Q: 3 clusters Score -7383952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -7383957.000000 Penalty: 1068.265747
	Iteration 51Q: 3 clusters Score -7383957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -7383958.500000 Penalty: 1068.265747
	Iteration 52Q: 3 clusters Score -7383958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -7383958.500000 Penalty: 1068.265747
	Iteration 53Q: 3 clusters Score -7383958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -7383958.000000 Penalty: 1068.265747
	Iteration 54Q: 3 clusters Score -7383958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -7383962.000000 Penalty: 1068.265747
	Iteration 55Q: 3 clusters Score -7383962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 124758 members 
Entering Unmasked Estep 
Score: -7383965.000000 Penalty: 1068.265747
	Iteration 56Q: 3 clusters Score -7383965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -7383967.000000 Penalty: 1068.265747
	Iteration 57Q: 3 clusters Score -7383967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -7383969.500000 Penalty: 1068.265747
	Iteration 58Q: 3 clusters Score -7383970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -7383965.000000 Penalty: 1068.265747
	Iteration 59Q: 3 clusters Score -7383965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -7383964.000000 Penalty: 1068.265747
	Iteration 60F: 3 clusters Score -7383964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 124773 members 
Entering Unmasked Estep 
Score: -7383958.500000 Penalty: 1068.265747
	Iteration 61Q: 3 clusters Score -7383958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -7383963.000000 Penalty: 1068.265747
	Iteration 62Q: 3 clusters Score -7383963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -7383965.500000 Penalty: 1068.265747
	Iteration 63Q: 3 clusters Score -7383966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 124779 members 
Entering Unmasked Estep 
Score: -7383958.500000 Penalty: 1068.265747
	Iteration 64Q: 3 clusters Score -7383958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 124783 members 
Entering Unmasked Estep 
Score: -7383965.000000 Penalty: 1068.265747
	Iteration 65Q: 3 clusters Score -7383965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 124788 members 
Entering Unmasked Estep 
Score: -7383956.000000 Penalty: 1068.265747
	Iteration 66Q: 3 clusters Score -7383956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 124795 members 
Entering Unmasked Estep 
Score: -7383962.000000 Penalty: 1068.265747
	Iteration 67Q: 3 clusters Score -7383962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -7383954.000000 Penalty: 1068.265747
	Iteration 68Q: 3 clusters Score -7383954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -7383956.000000 Penalty: 1068.265747
	Iteration 69Q: 3 clusters Score -7383956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -7383965.000000 Penalty: 1068.265747
	Iteration 70Q: 3 clusters Score -7383965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -7383968.000000 Penalty: 1068.265747
	Iteration 71Q: 3 clusters Score -7383968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -7383967.000000 Penalty: 1068.265747
	Iteration 72Q: 3 clusters Score -7383967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 124846 members 
Entering Unmasked Estep 
Score: -7383968.000000 Penalty: 1068.265747
	Iteration 73Q: 3 clusters Score -7383968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -7383965.500000 Penalty: 1068.265747
	Iteration 74Q: 3 clusters Score -7383966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -7383969.500000 Penalty: 1068.265747
	Iteration 75Q: 3 clusters Score -7383970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -7383965.500000 Penalty: 1068.265747
	Iteration 76Q: 3 clusters Score -7383966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -7383972.500000 Penalty: 1068.265747
	Iteration 77Q: 3 clusters Score -7383972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -7383971.500000 Penalty: 1068.265747
	Iteration 78Q: 3 clusters Score -7383972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -7383971.000000 Penalty: 1068.265747
	Iteration 79Q: 3 clusters Score -7383971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -7383970.000000 Penalty: 1068.265747
	Iteration 80F: 3 clusters Score -7383970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -24904.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -24904.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24470.732422 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -24470.73 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24692.189453 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -24692.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24812.308594 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -24812.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24964.550781 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -24964.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25032.988281 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -25032.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25056.580078 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25056.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25064.732422 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25064.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25071.234375 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25071.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25075.246094 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25075.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25085.607422 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25085.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25088.832031 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25088.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25090.273438 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25090.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25091.779297 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25091.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25092.320312 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25092.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25092.320312 Penalty: 552.647095
	Iteration 14F: 3 clusters Score -25092.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 308 members 
Entering Unmasked Estep 
Score: -58210224.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58210404.000000 to -58210224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22551.675781 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22551.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22125.617188 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22125.62 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22286.830078 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22286.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22318.984375 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22318.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22345.429688 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22345.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22360.365234 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22360.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22366.984375 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22366.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22372.074219 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22372.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22378.435547 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22378.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22387.041016 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22387.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22397.048828 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22397.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22405.667969 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22405.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22425.224609 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22425.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22438.292969 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -22438.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22447.015625 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -22447.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22450.775391 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -22450.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22454.792969 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -22454.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22458.681641 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -22458.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22458.990234 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -22458.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22458.990234 Penalty: 541.745117
	Iteration 18F: 3 clusters Score -22458.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -317855.031250 Penalty: 389.812866
	Iteration 0F: 2 clusters Score -317855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -314270.250000 Penalty: 779.625732
	Iteration 0F: 3 clusters Score -314270.2 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -315603.656250 Penalty: 779.625732
	Iteration 1F: 3 clusters Score -315603.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -315726.500000 Penalty: 779.625732
	Iteration 2F: 3 clusters Score -315726.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -315849.625000 Penalty: 779.625732
	Iteration 3F: 3 clusters Score -315849.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -316011.437500 Penalty: 779.625732
	Iteration 4F: 3 clusters Score -316011.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -316256.875000 Penalty: 779.625732
	Iteration 5F: 3 clusters Score -316256.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -316630.031250 Penalty: 779.625732
	Iteration 6F: 3 clusters Score -316630 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -316982.875000 Penalty: 779.625732
	Iteration 7F: 3 clusters Score -316982.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -317232.375000 Penalty: 779.625732
	Iteration 8F: 3 clusters Score -317232.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -317361.812500 Penalty: 779.625732
	Iteration 9Q: 3 clusters Score -317361.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -317446.906250 Penalty: 779.625732
	Iteration 10Q: 3 clusters Score -317446.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -317481.531250 Penalty: 779.625732
	Iteration 11Q: 3 clusters Score -317481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -317504.093750 Penalty: 779.625732
	Iteration 12Q: 3 clusters Score -317504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -317517.968750 Penalty: 779.625732
	Iteration 13Q: 3 clusters Score -317518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -317529.343750 Penalty: 779.625732
	Iteration 14Q: 3 clusters Score -317529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -317531.343750 Penalty: 779.625732
	Iteration 15Q: 3 clusters Score -317531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -317536.250000 Penalty: 779.625732
	Iteration 16Q: 3 clusters Score -317536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -317543.031250 Penalty: 779.625732
	Iteration 17Q: 3 clusters Score -317543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -317545.687500 Penalty: 779.625732
	Iteration 18Q: 3 clusters Score -317545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -317545.687500 Penalty: 779.625732
	Iteration 19F: 3 clusters Score -317545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -190286.218750 Penalty: 366.524109
	Iteration 0F: 2 clusters Score -190286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -188113.218750 Penalty: 733.048218
	Iteration 0F: 3 clusters Score -188113.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -188917.656250 Penalty: 733.048218
	Iteration 1F: 3 clusters Score -188917.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -189042.875000 Penalty: 733.048218
	Iteration 2F: 3 clusters Score -189042.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -189137.812500 Penalty: 733.048218
	Iteration 3F: 3 clusters Score -189137.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189216.343750 Penalty: 733.048218
	Iteration 4Q: 3 clusters Score -189216.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -189290.093750 Penalty: 733.048218
	Iteration 5Q: 3 clusters Score -189290.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -189375.828125 Penalty: 733.048218
	Iteration 6Q: 3 clusters Score -189375.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -189474.265625 Penalty: 733.048218
	Iteration 7Q: 3 clusters Score -189474.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -189579.812500 Penalty: 733.048218
	Iteration 8Q: 3 clusters Score -189579.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -189662.484375 Penalty: 733.048218
	Iteration 9Q: 3 clusters Score -189662.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -189700.109375 Penalty: 733.048218
	Iteration 10Q: 3 clusters Score -189700.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -189719.109375 Penalty: 733.048218
	Iteration 11Q: 3 clusters Score -189719.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -189726.843750 Penalty: 733.048218
	Iteration 12Q: 3 clusters Score -189726.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -189732.343750 Penalty: 733.048218
	Iteration 13Q: 3 clusters Score -189732.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -189737.203125 Penalty: 733.048218
	Iteration 14Q: 3 clusters Score -189737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -189739.562500 Penalty: 733.048218
	Iteration 15Q: 3 clusters Score -189739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -189740.250000 Penalty: 733.048218
	Iteration 16Q: 3 clusters Score -189740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -189741.515625 Penalty: 733.048218
	Iteration 17Q: 3 clusters Score -189741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -189742.359375 Penalty: 733.048218
	Iteration 18Q: 3 clusters Score -189742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -189742.718750 Penalty: 733.048218
	Iteration 19Q: 3 clusters Score -189742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -189743.453125 Penalty: 733.048218
	Iteration 20F: 3 clusters Score -189743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -189745.187500 Penalty: 733.048218
	Iteration 21Q: 3 clusters Score -189745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -189746.515625 Penalty: 733.048218
	Iteration 22Q: 3 clusters Score -189746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -189748.281250 Penalty: 733.048218
	Iteration 23Q: 3 clusters Score -189748.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -189750.593750 Penalty: 733.048218
	Iteration 24Q: 3 clusters Score -189750.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -189752.218750 Penalty: 733.048218
	Iteration 25Q: 3 clusters Score -189752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -189753.546875 Penalty: 733.048218
	Iteration 26Q: 3 clusters Score -189753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -189755.437500 Penalty: 733.048218
	Iteration 27Q: 3 clusters Score -189755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -189756.359375 Penalty: 733.048218
	Iteration 28Q: 3 clusters Score -189756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -189757.125000 Penalty: 733.048218
	Iteration 29Q: 3 clusters Score -189757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -189757.421875 Penalty: 733.048218
	Iteration 30Q: 3 clusters Score -189757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -189757.828125 Penalty: 733.048218
	Iteration 31Q: 3 clusters Score -189757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -189757.921875 Penalty: 733.048218
	Iteration 32Q: 3 clusters Score -189757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -189758.218750 Penalty: 733.048218
	Iteration 33Q: 3 clusters Score -189758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -189758.187500 Penalty: 733.048218
	Iteration 34Q: 3 clusters Score -189758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -189758.531250 Penalty: 733.048218
	Iteration 35Q: 3 clusters Score -189758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -189758.625000 Penalty: 733.048218
	Iteration 36Q: 3 clusters Score -189758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -189758.546875 Penalty: 733.048218
	Iteration 37Q: 3 clusters Score -189758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -189758.703125 Penalty: 733.048218
	Iteration 38Q: 3 clusters Score -189758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -189758.750000 Penalty: 733.048218
	Iteration 39Q: 3 clusters Score -189758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -189759.031250 Penalty: 733.048218
	Iteration 40F: 3 clusters Score -189759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Entering Unmasked Estep 
Score: -800676.625000 Penalty: 432.165680
	Iteration 0F: 2 clusters Score -800676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -791856.062500 Penalty: 864.331360
	Iteration 0F: 3 clusters Score -791856.1 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -795618.625000 Penalty: 864.331360
	Iteration 1F: 3 clusters Score -795618.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -796092.875000 Penalty: 864.331360
	Iteration 2F: 3 clusters Score -796092.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -796651.562500 Penalty: 864.331360
	Iteration 3F: 3 clusters Score -796651.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -797218.000000 Penalty: 864.331360
	Iteration 4F: 3 clusters Score -797218 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -797841.937500 Penalty: 864.331360
	Iteration 5F: 3 clusters Score -797841.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -798374.687500 Penalty: 864.331360
	Iteration 6F: 3 clusters Score -798374.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -798702.625000 Penalty: 864.331360
	Iteration 7Q: 3 clusters Score -798702.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -798924.625000 Penalty: 864.331360
	Iteration 8Q: 3 clusters Score -798924.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -799062.312500 Penalty: 864.331360
	Iteration 9Q: 3 clusters Score -799062.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -799174.937500 Penalty: 864.331360
	Iteration 10Q: 3 clusters Score -799174.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -799258.937500 Penalty: 864.331360
	Iteration 11Q: 3 clusters Score -799258.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -799327.375000 Penalty: 864.331360
	Iteration 12Q: 3 clusters Score -799327.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -799392.312500 Penalty: 864.331360
	Iteration 13Q: 3 clusters Score -799392.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -799455.625000 Penalty: 864.331360
	Iteration 14Q: 3 clusters Score -799455.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -799519.875000 Penalty: 864.331360
	Iteration 15Q: 3 clusters Score -799519.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -799585.000000 Penalty: 864.331360
	Iteration 16Q: 3 clusters Score -799585 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -799657.187500 Penalty: 864.331360
	Iteration 17Q: 3 clusters Score -799657.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -799733.250000 Penalty: 864.331360
	Iteration 18Q: 3 clusters Score -799733.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -799811.500000 Penalty: 864.331360
	Iteration 19Q: 3 clusters Score -799811.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -799881.687500 Penalty: 864.331360
	Iteration 20F: 3 clusters Score -799881.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -799945.937500 Penalty: 864.331360
	Iteration 21Q: 3 clusters Score -799945.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -799994.375000 Penalty: 864.331360
	Iteration 22Q: 3 clusters Score -799994.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -800042.312500 Penalty: 864.331360
	Iteration 23Q: 3 clusters Score -800042.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -800066.625000 Penalty: 864.331360
	Iteration 24Q: 3 clusters Score -800066.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -800086.500000 Penalty: 864.331360
	Iteration 25Q: 3 clusters Score -800086.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -800112.875000 Penalty: 864.331360
	Iteration 26Q: 3 clusters Score -800112.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -800132.062500 Penalty: 864.331360
	Iteration 27Q: 3 clusters Score -800132.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -800152.687500 Penalty: 864.331360
	Iteration 28Q: 3 clusters Score -800152.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -800171.250000 Penalty: 864.331360
	Iteration 29Q: 3 clusters Score -800171.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -800182.750000 Penalty: 864.331360
	Iteration 30Q: 3 clusters Score -800182.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -800195.625000 Penalty: 864.331360
	Iteration 31Q: 3 clusters Score -800195.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -800206.437500 Penalty: 864.331360
	Iteration 32Q: 3 clusters Score -800206.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -800218.937500 Penalty: 864.331360
	Iteration 33Q: 3 clusters Score -800218.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -800229.187500 Penalty: 864.331360
	Iteration 34Q: 3 clusters Score -800229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -800238.187500 Penalty: 864.331360
	Iteration 35Q: 3 clusters Score -800238.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -800247.187500 Penalty: 864.331360
	Iteration 36Q: 3 clusters Score -800247.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -800250.125000 Penalty: 864.331360
	Iteration 37Q: 3 clusters Score -800250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -800256.812500 Penalty: 864.331360
	Iteration 38Q: 3 clusters Score -800256.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -800265.250000 Penalty: 864.331360
	Iteration 39Q: 3 clusters Score -800265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -800271.312500 Penalty: 864.331360
	Iteration 40F: 3 clusters Score -800271.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -800277.750000 Penalty: 864.331360
	Iteration 41Q: 3 clusters Score -800277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -800282.562500 Penalty: 864.331360
	Iteration 42Q: 3 clusters Score -800282.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -800290.062500 Penalty: 864.331360
	Iteration 43Q: 3 clusters Score -800290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -800299.937500 Penalty: 864.331360
	Iteration 44Q: 3 clusters Score -800299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -800306.500000 Penalty: 864.331360
	Iteration 45Q: 3 clusters Score -800306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -800312.375000 Penalty: 864.331360
	Iteration 46Q: 3 clusters Score -800312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -800313.500000 Penalty: 864.331360
	Iteration 47Q: 3 clusters Score -800313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -800313.937500 Penalty: 864.331360
	Iteration 48Q: 3 clusters Score -800313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -800316.312500 Penalty: 864.331360
	Iteration 49Q: 3 clusters Score -800316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -800318.250000 Penalty: 864.331360
	Iteration 50Q: 3 clusters Score -800318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -800318.937500 Penalty: 864.331360
	Iteration 51Q: 3 clusters Score -800318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -800319.812500 Penalty: 864.331360
	Iteration 52Q: 3 clusters Score -800319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -800320.375000 Penalty: 864.331360
	Iteration 53Q: 3 clusters Score -800320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -800320.500000 Penalty: 864.331360
	Iteration 54Q: 3 clusters Score -800320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -800320.500000 Penalty: 864.331360
	Iteration 55F: 3 clusters Score -800320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Entering Unmasked Estep 
Score: -4373970.000000 Penalty: 509.447632
	Iteration 0F: 2 clusters Score -4373970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4324781.000000 Penalty: 1018.895264
	Iteration 0F: 3 clusters Score -4324781 nChanged 35460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4345690.500000 Penalty: 1018.895264
	Iteration 1F: 3 clusters Score -4345690 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4346424.500000 Penalty: 1018.895264
	Iteration 2Q: 3 clusters Score -4346424 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4347733.500000 Penalty: 1018.895264
	Iteration 3Q: 3 clusters Score -4347734 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4349824.500000 Penalty: 1018.895264
	Iteration 4F: 3 clusters Score -4349824 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4353110.500000 Penalty: 1018.895264
	Iteration 5F: 3 clusters Score -4353110 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4357423.500000 Penalty: 1018.895264
	Iteration 6F: 3 clusters Score -4357424 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4361540.000000 Penalty: 1018.895264
	Iteration 7F: 3 clusters Score -4361540 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4364102.500000 Penalty: 1018.895264
	Iteration 8Q: 3 clusters Score -4364102 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4365493.000000 Penalty: 1018.895264
	Iteration 9Q: 3 clusters Score -4365493 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4366637.500000 Penalty: 1018.895264
	Iteration 10Q: 3 clusters Score -4366638 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4367744.000000 Penalty: 1018.895264
	Iteration 11Q: 3 clusters Score -4367744 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4368884.000000 Penalty: 1018.895264
	Iteration 12Q: 3 clusters Score -4368884 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4369866.000000 Penalty: 1018.895264
	Iteration 13Q: 3 clusters Score -4369866 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4370741.000000 Penalty: 1018.895264
	Iteration 14Q: 3 clusters Score -4370741 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4371534.500000 Penalty: 1018.895264
	Iteration 15Q: 3 clusters Score -4371534 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4372220.000000 Penalty: 1018.895264
	Iteration 16Q: 3 clusters Score -4372220 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4372802.500000 Penalty: 1018.895264
	Iteration 17Q: 3 clusters Score -4372802 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4373202.500000 Penalty: 1018.895264
	Iteration 18Q: 3 clusters Score -4373202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4373411.500000 Penalty: 1018.895264
	Iteration 19Q: 3 clusters Score -4373412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4373472.000000 Penalty: 1018.895264
	Iteration 20F: 3 clusters Score -4373472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4373493.000000 Penalty: 1018.895264
	Iteration 21Q: 3 clusters Score -4373493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4373512.500000 Penalty: 1018.895264
	Iteration 22Q: 3 clusters Score -4373512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4373518.000000 Penalty: 1018.895264
	Iteration 23Q: 3 clusters Score -4373518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4373518.000000 Penalty: 1018.895264
	Iteration 24F: 3 clusters Score -4373518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (118164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Entering Unmasked Estep 
Score: -7061750.000000 Penalty: 531.432190
	Iteration 0F: 2 clusters Score -7061750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -6984074.000000 Penalty: 1062.864380
	Iteration 0F: 3 clusters Score -6984074 nChanged 57569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -7019198.000000 Penalty: 1062.864380
	Iteration 1F: 3 clusters Score -7019198 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -7020850.000000 Penalty: 1062.864380
	Iteration 2Q: 3 clusters Score -7020850 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -7023713.500000 Penalty: 1062.864380
	Iteration 3Q: 3 clusters Score -7023714 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -7028505.500000 Penalty: 1062.864380
	Iteration 4F: 3 clusters Score -7028506 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -7035867.000000 Penalty: 1062.864380
	Iteration 5F: 3 clusters Score -7035867 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -7044866.000000 Penalty: 1062.864380
	Iteration 6F: 3 clusters Score -7044866 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -7052704.500000 Penalty: 1062.864380
	Iteration 7F: 3 clusters Score -7052704 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 112352 members 
Entering Unmasked Estep 
Score: -7057542.000000 Penalty: 1062.864380
	Iteration 8F: 3 clusters Score -7057542 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -7059894.000000 Penalty: 1062.864380
	Iteration 9Q: 3 clusters Score -7059894 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -7060768.000000 Penalty: 1062.864380
	Iteration 10Q: 3 clusters Score -7060768 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -7061120.500000 Penalty: 1062.864380
	Iteration 11Q: 3 clusters Score -7061120 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -7061269.500000 Penalty: 1062.864380
	Iteration 12Q: 3 clusters Score -7061270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -7061337.500000 Penalty: 1062.864380
	Iteration 13Q: 3 clusters Score -7061338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -7061364.500000 Penalty: 1062.864380
	Iteration 14Q: 3 clusters Score -7061364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -7061385.500000 Penalty: 1062.864380
	Iteration 15Q: 3 clusters Score -7061386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -7061418.500000 Penalty: 1062.864380
	Iteration 16Q: 3 clusters Score -7061418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -7061446.000000 Penalty: 1062.864380
	Iteration 17Q: 3 clusters Score -7061446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -7061469.000000 Penalty: 1062.864380
	Iteration 18Q: 3 clusters Score -7061469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -7061482.500000 Penalty: 1062.864380
	Iteration 19Q: 3 clusters Score -7061482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -7061497.500000 Penalty: 1062.864380
	Iteration 20F: 3 clusters Score -7061498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 117701 members 
Entering Unmasked Estep 
Score: -7061490.500000 Penalty: 1062.864380
	Iteration 21Q: 3 clusters Score -7061490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -7061506.500000 Penalty: 1062.864380
	Iteration 22Q: 3 clusters Score -7061506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
Score: -7061514.500000 Penalty: 1062.864380
	Iteration 23Q: 3 clusters Score -7061514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -7061517.500000 Penalty: 1062.864380
	Iteration 24Q: 3 clusters Score -7061518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -7061532.000000 Penalty: 1062.864380
	Iteration 25Q: 3 clusters Score -7061532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -7061533.000000 Penalty: 1062.864380
	Iteration 26Q: 3 clusters Score -7061533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -7061551.500000 Penalty: 1062.864380
	Iteration 27Q: 3 clusters Score -7061552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 117602 members 
Entering Unmasked Estep 
Score: -7061569.000000 Penalty: 1062.864380
	Iteration 28Q: 3 clusters Score -7061569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -7061576.500000 Penalty: 1062.864380
	Iteration 29Q: 3 clusters Score -7061576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -7061590.500000 Penalty: 1062.864380
	Iteration 30Q: 3 clusters Score -7061590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -7061599.000000 Penalty: 1062.864380
	Iteration 31Q: 3 clusters Score -7061599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -7061601.000000 Penalty: 1062.864380
	Iteration 32Q: 3 clusters Score -7061601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -7061623.000000 Penalty: 1062.864380
	Iteration 33Q: 3 clusters Score -7061623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -7061629.500000 Penalty: 1062.864380
	Iteration 34Q: 3 clusters Score -7061630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -7061629.000000 Penalty: 1062.864380
	Iteration 35Q: 3 clusters Score -7061629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -7061632.500000 Penalty: 1062.864380
	Iteration 36Q: 3 clusters Score -7061632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -7061637.000000 Penalty: 1062.864380
	Iteration 37Q: 3 clusters Score -7061637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 117430 members 
Entering Unmasked Estep 
Score: -7061635.500000 Penalty: 1062.864380
	Iteration 38Q: 3 clusters Score -7061636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -7061639.500000 Penalty: 1062.864380
	Iteration 39Q: 3 clusters Score -7061640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -7061648.000000 Penalty: 1062.864380
	Iteration 40F: 3 clusters Score -7061648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -7061650.500000 Penalty: 1062.864380
	Iteration 41Q: 3 clusters Score -7061650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 117397 members 
Entering Unmasked Estep 
Score: -7061653.000000 Penalty: 1062.864380
	Iteration 42Q: 3 clusters Score -7061653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -7061651.500000 Penalty: 1062.864380
	Iteration 43Q: 3 clusters Score -7061652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -7061657.500000 Penalty: 1062.864380
	Iteration 44Q: 3 clusters Score -7061658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -7061670.500000 Penalty: 1062.864380
	Iteration 45Q: 3 clusters Score -7061670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -7061671.500000 Penalty: 1062.864380
	Iteration 46Q: 3 clusters Score -7061672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 117351 members 
Entering Unmasked Estep 
Score: -7061665.500000 Penalty: 1062.864380
	Iteration 47Q: 3 clusters Score -7061666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 117344 members 
Entering Unmasked Estep 
Score: -7061670.500000 Penalty: 1062.864380
	Iteration 48Q: 3 clusters Score -7061670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -7061669.500000 Penalty: 1062.864380
	Iteration 49Q: 3 clusters Score -7061670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -7061664.000000 Penalty: 1062.864380
	Iteration 50Q: 3 clusters Score -7061664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 117334 members 
Entering Unmasked Estep 
Score: -7061667.000000 Penalty: 1062.864380
	Iteration 51Q: 3 clusters Score -7061667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -7061664.000000 Penalty: 1062.864380
	Iteration 52Q: 3 clusters Score -7061664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -7061663.500000 Penalty: 1062.864380
	Iteration 53Q: 3 clusters Score -7061664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -7061663.500000 Penalty: 1062.864380
	Iteration 54Q: 3 clusters Score -7061664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -7061664.000000 Penalty: 1062.864380
	Iteration 55Q: 3 clusters Score -7061664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -7061670.000000 Penalty: 1062.864380
	Iteration 56Q: 3 clusters Score -7061670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -7061664.500000 Penalty: 1062.864380
	Iteration 57Q: 3 clusters Score -7061664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -7061667.000000 Penalty: 1062.864380
	Iteration 58Q: 3 clusters Score -7061667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -7061669.000000 Penalty: 1062.864380
	Iteration 59Q: 3 clusters Score -7061669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -7061671.000000 Penalty: 1062.864380
	Iteration 60F: 3 clusters Score -7061671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -53527.687500 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -53527.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52792.199219 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -52792.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -53027.015625 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -53027.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53075.625000 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -53075.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53122.277344 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -53122.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53176.332031 Penalty: 616.350342
	Iteration 4F: 3 clusters Score -53176.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53226.714844 Penalty: 616.350342
	Iteration 5F: 3 clusters Score -53226.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53266.078125 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -53266.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53296.949219 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -53296.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53317.023438 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -53317.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53326.894531 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -53326.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53331.535156 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -53331.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53337.136719 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -53337.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53340.871094 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -53340.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53345.480469 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -53345.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53348.148438 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -53348.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53351.355469 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -53351.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53354.136719 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -53354.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53360.773438 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -53360.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53363.996094 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -53364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53364.496094 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -53364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53364.816406 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -53364.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53364.937500 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -53364.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53365.238281 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -53365.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53365.238281 Penalty: 616.350342
	Iteration 23F: 3 clusters Score -53365.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -93945.453125 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -93945.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92682.726562 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -92682.73 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93228.460938 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -93228.46 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93349.640625 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -93349.64 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93428.125000 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -93428.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -93475.601562 Penalty: 676.571167
	Iteration 4Q: 3 clusters Score -93475.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -93512.671875 Penalty: 676.571167
	Iteration 5Q: 3 clusters Score -93512.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -93536.445312 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -93536.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93561.093750 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -93561.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -93593.671875 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -93593.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -93628.031250 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -93628.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93657.859375 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -93657.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93674.968750 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -93674.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -93685.375000 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -93685.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -93690.960938 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -93690.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93695.929688 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -93695.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93699.296875 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -93699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93701.000000 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -93701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93701.671875 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -93701.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93701.726562 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -93701.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93701.726562 Penalty: 676.571167
	Iteration 19F: 3 clusters Score -93701.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14195.003906 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -14195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13871.490234 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13871.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14002.329102 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -14002.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14063.187500 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -14063.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14115.746094 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -14115.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14138.286133 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -14138.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14141.291992 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -14141.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14143.762695 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -14143.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14144.484375 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -14144.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14144.484375 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -14144.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138526 members 
Entering Unmasked Estep 
Score: -8304174.500000 Penalty: 538.666016
	Iteration 0F: 2 clusters Score -8304174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8214476.500000 Penalty: 1077.332031
	Iteration 0F: 3 clusters Score -8214476 nChanged 68001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -8258642.500000 Penalty: 1077.332031
	Iteration 1F: 3 clusters Score -8258642 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -8262377.000000 Penalty: 1077.332031
	Iteration 2F: 3 clusters Score -8262377 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -8267851.000000 Penalty: 1077.332031
	Iteration 3F: 3 clusters Score -8267851 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -8274820.500000 Penalty: 1077.332031
	Iteration 4F: 3 clusters Score -8274820 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -8281540.500000 Penalty: 1077.332031
	Iteration 5F: 3 clusters Score -8281540 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -8287717.000000 Penalty: 1077.332031
	Iteration 6F: 3 clusters Score -8287717 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -8292016.500000 Penalty: 1077.332031
	Iteration 7Q: 3 clusters Score -8292016 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -8294771.000000 Penalty: 1077.332031
	Iteration 8Q: 3 clusters Score -8294771 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 126706 members 
Entering Unmasked Estep 
Score: -8296962.000000 Penalty: 1077.332031
	Iteration 9Q: 3 clusters Score -8296962 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 129996 members 
Entering Unmasked Estep 
Score: -8298939.000000 Penalty: 1077.332031
	Iteration 10Q: 3 clusters Score -8298939 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -8300528.500000 Penalty: 1077.332031
	Iteration 11Q: 3 clusters Score -8300528 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -8301776.500000 Penalty: 1077.332031
	Iteration 12Q: 3 clusters Score -8301776 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -8302537.000000 Penalty: 1077.332031
	Iteration 13Q: 3 clusters Score -8302537 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -8303049.500000 Penalty: 1077.332031
	Iteration 14Q: 3 clusters Score -8303050 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -8303329.000000 Penalty: 1077.332031
	Iteration 15Q: 3 clusters Score -8303329 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -8303511.000000 Penalty: 1077.332031
	Iteration 16Q: 3 clusters Score -8303511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -8303607.000000 Penalty: 1077.332031
	Iteration 17Q: 3 clusters Score -8303607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 138379 members 
Entering Unmasked Estep 
Score: -8303662.500000 Penalty: 1077.332031
	Iteration 18Q: 3 clusters Score -8303662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -8303703.500000 Penalty: 1077.332031
	Iteration 19Q: 3 clusters Score -8303704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -8303717.500000 Penalty: 1077.332031
	Iteration 20F: 3 clusters Score -8303718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -8303721.500000 Penalty: 1077.332031
	Iteration 21Q: 3 clusters Score -8303722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -8303732.500000 Penalty: 1077.332031
	Iteration 22Q: 3 clusters Score -8303732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -8303739.500000 Penalty: 1077.332031
	Iteration 23Q: 3 clusters Score -8303740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138460 members 
Entering Unmasked Estep 
Score: -8303735.500000 Penalty: 1077.332031
	Iteration 24Q: 3 clusters Score -8303736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 138460 members 
Entering Unmasked Estep 
Score: -8303735.500000 Penalty: 1077.332031
	Iteration 25F: 3 clusters Score -8303736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -665805.375000 Penalty: 423.851654
	Iteration 0F: 2 clusters Score -665805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -658395.250000 Penalty: 847.703308
	Iteration 0F: 3 clusters Score -658395.2 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -661333.562500 Penalty: 847.703308
	Iteration 1F: 3 clusters Score -661333.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -661572.062500 Penalty: 847.703308
	Iteration 2F: 3 clusters Score -661572.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -661815.750000 Penalty: 847.703308
	Iteration 3F: 3 clusters Score -661815.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -662057.500000 Penalty: 847.703308
	Iteration 4F: 3 clusters Score -662057.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -662315.875000 Penalty: 847.703308
	Iteration 5F: 3 clusters Score -662315.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -662577.750000 Penalty: 847.703308
	Iteration 6Q: 3 clusters Score -662577.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -662845.500000 Penalty: 847.703308
	Iteration 7Q: 3 clusters Score -662845.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -663083.062500 Penalty: 847.703308
	Iteration 8Q: 3 clusters Score -663083.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -663340.187500 Penalty: 847.703308
	Iteration 9Q: 3 clusters Score -663340.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -663589.375000 Penalty: 847.703308
	Iteration 10Q: 3 clusters Score -663589.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -663756.312500 Penalty: 847.703308
	Iteration 11Q: 3 clusters Score -663756.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -663851.500000 Penalty: 847.703308
	Iteration 12Q: 3 clusters Score -663851.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -663904.500000 Penalty: 847.703308
	Iteration 13Q: 3 clusters Score -663904.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -663953.000000 Penalty: 847.703308
	Iteration 14Q: 3 clusters Score -663953 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -664010.062500 Penalty: 847.703308
	Iteration 15Q: 3 clusters Score -664010.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -664067.875000 Penalty: 847.703308
	Iteration 16Q: 3 clusters Score -664067.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -664130.812500 Penalty: 847.703308
	Iteration 17Q: 3 clusters Score -664130.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -664200.937500 Penalty: 847.703308
	Iteration 18Q: 3 clusters Score -664200.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -664265.687500 Penalty: 847.703308
	Iteration 19Q: 3 clusters Score -664265.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -664322.000000 Penalty: 847.703308
	Iteration 20F: 3 clusters Score -664322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -664395.937500 Penalty: 847.703308
	Iteration 21Q: 3 clusters Score -664395.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -664473.937500 Penalty: 847.703308
	Iteration 22Q: 3 clusters Score -664473.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -664557.625000 Penalty: 847.703308
	Iteration 23Q: 3 clusters Score -664557.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -664650.937500 Penalty: 847.703308
	Iteration 24Q: 3 clusters Score -664650.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -664748.500000 Penalty: 847.703308
	Iteration 25Q: 3 clusters Score -664748.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -664841.000000 Penalty: 847.703308
	Iteration 26Q: 3 clusters Score -664841 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -664929.125000 Penalty: 847.703308
	Iteration 27Q: 3 clusters Score -664929.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -665007.000000 Penalty: 847.703308
	Iteration 28Q: 3 clusters Score -665007 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -665073.000000 Penalty: 847.703308
	Iteration 29Q: 3 clusters Score -665073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -665144.062500 Penalty: 847.703308
	Iteration 30Q: 3 clusters Score -665144.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -665214.437500 Penalty: 847.703308
	Iteration 31Q: 3 clusters Score -665214.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -665268.125000 Penalty: 847.703308
	Iteration 32Q: 3 clusters Score -665268.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -665295.125000 Penalty: 847.703308
	Iteration 33Q: 3 clusters Score -665295.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -665314.500000 Penalty: 847.703308
	Iteration 34Q: 3 clusters Score -665314.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -665333.750000 Penalty: 847.703308
	Iteration 35Q: 3 clusters Score -665333.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -665344.562500 Penalty: 847.703308
	Iteration 36Q: 3 clusters Score -665344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -665365.375000 Penalty: 847.703308
	Iteration 37Q: 3 clusters Score -665365.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -665377.875000 Penalty: 847.703308
	Iteration 38Q: 3 clusters Score -665377.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -665389.125000 Penalty: 847.703308
	Iteration 39Q: 3 clusters Score -665389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -665393.687500 Penalty: 847.703308
	Iteration 40F: 3 clusters Score -665393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -665398.000000 Penalty: 847.703308
	Iteration 41Q: 3 clusters Score -665398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -665401.062500 Penalty: 847.703308
	Iteration 42Q: 3 clusters Score -665401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -665409.500000 Penalty: 847.703308
	Iteration 43Q: 3 clusters Score -665409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -665414.750000 Penalty: 847.703308
	Iteration 44Q: 3 clusters Score -665414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -665418.187500 Penalty: 847.703308
	Iteration 45Q: 3 clusters Score -665418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -665419.875000 Penalty: 847.703308
	Iteration 46Q: 3 clusters Score -665419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -665419.875000 Penalty: 847.703308
	Iteration 47F: 3 clusters Score -665419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Entering Unmasked Estep 
Score: -9086090.000000 Penalty: 542.773132
	Iteration 0F: 2 clusters Score -9086090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -8985691.000000 Penalty: 1085.546265
	Iteration 0F: 3 clusters Score -8985691 nChanged 74331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -9033428.000000 Penalty: 1085.546265
	Iteration 1F: 3 clusters Score -9033428 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -9037592.000000 Penalty: 1085.546265
	Iteration 2F: 3 clusters Score -9037592 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -9043975 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -9052408 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9061378 nChanged 9341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9068388 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9072490 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9074956 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9076906 nChanged 3262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9078679 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9080305 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -9081545.000000 Penalty: 1085.546265
	Iteration 12Q: 3 clusters Score -9081545 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9082481 nChanged 2099
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9083094 nChanged 1837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9083586 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9083811 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9084048 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -9084148.000000 Penalty: 1085.546265
	Iteration 18Q: 3 clusters Score -9084148 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -9084303.000000 Penalty: 1085.546265
	Iteration 19Q: 3 clusters Score -9084303 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -9084433.000000 Penalty: 1085.546265
	Iteration 20F: 3 clusters Score -9084433 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -9084518.000000 Penalty: 1085.546265
	Iteration 21Q: 3 clusters Score -9084518 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -9084489.000000 Penalty: 1085.546265
	Iteration 22Q: 3 clusters Score -9084489 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -9084504.000000 Penalty: 1085.546265
	Iteration 23Q: 3 clusters Score -9084504 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -9084499.000000 Penalty: 1085.546265
	Iteration 24Q: 3 clusters Score -9084499 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -9084491.000000 Penalty: 1085.546265
	Iteration 25Q: 3 clusters Score -9084491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -9084528.000000 Penalty: 1085.546265
	Iteration 26Q: 3 clusters Score -9084528 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9084528 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -9084534.000000 Penalty: 1085.546265
	Iteration 28Q: 3 clusters Score -9084534 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -9084557.000000 Penalty: 1085.546265
	Iteration 29Q: 3 clusters Score -9084557 nChanged 562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -9084583.000000 Penalty: 1085.546265
	Iteration 30Q: 3 clusters Score -9084583 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9084585 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -9084620.000000 Penalty: 1085.546265
	Iteration 32Q: 3 clusters Score -9084620 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -9084630.000000 Penalty: 1085.546265
	Iteration 33Q: 3 clusters Score -9084630 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -9084652.000000 Penalty: 1085.546265
	Iteration 34Q: 3 clusters Score -9084652 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 117168 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9084699 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9084729 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -9084719.000000 Penalty: 1085.546265
	Iteration 37Q: 3 clusters Score -9084719 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -9084723.000000 Penalty: 1085.546265
	Iteration 38Q: 3 clusters Score -9084723 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9084700 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -9084716.000000 Penalty: 1085.546265
	Iteration 40F: 3 clusters Score -9084716 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9084725 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -9084758.000000 Penalty: 1085.546265
	Iteration 42Q: 3 clusters Score -9084758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -9084763.000000 Penalty: 1085.546265
	Iteration 43Q: 3 clusters Score -9084763 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -9084772.000000 Penalty: 1085.546265
	Iteration 44Q: 3 clusters Score -9084772 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 121514 members 
Entering Unmasked Estep 
Score: -9084779.000000 Penalty: 1085.546265
	Iteration 45Q: 3 clusters Score -9084779 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -9084823.000000 Penalty: 1085.546265
	Iteration 46Q: 3 clusters Score -9084823 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -9084831.000000 Penalty: 1085.546265
	Iteration 47Q: 3 clusters Score -9084831 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 122553 members 
Entering Unmasked Estep 
Score: -9084841.000000 Penalty: 1085.546265
	Iteration 48Q: 3 clusters Score -9084841 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -9084840.000000 Penalty: 1085.546265
	Iteration 49Q: 3 clusters Score -9084840 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -9084882.000000 Penalty: 1085.546265
	Iteration 50Q: 3 clusters Score -9084882 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -9084890.000000 Penalty: 1085.546265
	Iteration 51Q: 3 clusters Score -9084890 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -9084918.000000 Penalty: 1085.546265
	Iteration 52Q: 3 clusters Score -9084918 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -9084914.000000 Penalty: 1085.546265
	Iteration 53Q: 3 clusters Score -9084914 nChanged 317
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Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9084915 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9084937 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 125188 members 
Entering Unmasked Estep 
Score: -9084921.000000 Penalty: 1085.546265
	Iteration 56Q: 3 clusters Score -9084921 nChanged 312
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Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9084930 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9084915 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 126120 members 
Entering Unmasked Estep 
Score: -9084932.000000 Penalty: 1085.546265
	Iteration 59Q: 3 clusters Score -9084932 nChanged 316
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Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -9084950.000000 Penalty: 1085.546265
	Iteration 60F: 3 clusters Score -9084950 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -9084981.000000 Penalty: 1085.546265
	Iteration 61Q: 3 clusters Score -9084981 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9084990 nChanged 279
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Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9085025 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9085022 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9085031 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 128127 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9085062 nChanged 279
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Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9085097 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 128658 members 
Entering Unmasked Estep 
Score: -9085100.000000 Penalty: 1085.546265
	Iteration 68Q: 3 clusters Score -9085100 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -9085104.000000 Penalty: 1085.546265
	Iteration 69Q: 3 clusters Score -9085104 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 129153 members 
Entering Unmasked Estep 
Score: -9085132.000000 Penalty: 1085.546265
	Iteration 70Q: 3 clusters Score -9085132 nChanged 254
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Mstep: Class 1 contains 22205 members 
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Entering Unmasked Estep 
Score: -9085164.000000 Penalty: 1085.546265
	Iteration 71Q: 3 clusters Score -9085164 nChanged 265
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Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 129672 members 
Entering Unmasked Estep 
Score: -9085167.000000 Penalty: 1085.546265
	Iteration 72Q: 3 clusters Score -9085167 nChanged 266
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Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 129938 members 
Entering Unmasked Estep 
Score: -9085185.000000 Penalty: 1085.546265
	Iteration 73Q: 3 clusters Score -9085185 nChanged 250
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Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -9085175.000000 Penalty: 1085.546265
	Iteration 74Q: 3 clusters Score -9085175 nChanged 232
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Mstep: Class 1 contains 21192 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9085180 nChanged 236
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Mstep: Class 1 contains 20956 members 
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Entering Unmasked Estep 
Score: -9085158.000000 Penalty: 1085.546265
	Iteration 76Q: 3 clusters Score -9085158 nChanged 256
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Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 130912 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9085167 nChanged 236
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Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -9085193.000000 Penalty: 1085.546265
	Iteration 78Q: 3 clusters Score -9085193 nChanged 219
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9085198 nChanged 202
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Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 131569 members 
Entering Unmasked Estep 
Score: -9085217.000000 Penalty: 1085.546265
	Iteration 80F: 3 clusters Score -9085217 nChanged 211
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Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9085245 nChanged 225
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Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9085266 nChanged 218
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Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9085288 nChanged 214
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -9085294.000000 Penalty: 1085.546265
	Iteration 84Q: 3 clusters Score -9085294 nChanged 199
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Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9085305 nChanged 200
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Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 132836 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9085332 nChanged 195
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Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -9085322.000000 Penalty: 1085.546265
	Iteration 87Q: 3 clusters Score -9085322 nChanged 227
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Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 133258 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9085338 nChanged 223
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Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9085347 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 133684 members 
Entering Unmasked Estep 
Score: -9085341.000000 Penalty: 1085.546265
	Iteration 90Q: 3 clusters Score -9085341 nChanged 226
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Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 133910 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9085360 nChanged 214
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Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 134124 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9085388 nChanged 233
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Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -9085417.000000 Penalty: 1085.546265
	Iteration 93Q: 3 clusters Score -9085417 nChanged 225
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Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9085446 nChanged 253
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Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9085467 nChanged 250
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 135314 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9085541 nChanged 228
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Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 136202 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 136869 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11780 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9085877 nChanged 186
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9086058 nChanged 115
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	Iteration 143Q: 3 clusters Score -9086050 nChanged 101
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	Iteration 146Q: 3 clusters Score -9086080 nChanged 92
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	Iteration 151Q: 3 clusters Score -9086080 nChanged 95
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	Iteration 152Q: 3 clusters Score -9086073 nChanged 80
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	Iteration 153Q: 3 clusters Score -9086052 nChanged 65
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	Iteration 154Q: 3 clusters Score -9086035 nChanged 58
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	Iteration 156Q: 3 clusters Score -9086026 nChanged 56
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	Iteration 158Q: 3 clusters Score -9086016 nChanged 65
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	Iteration 159Q: 3 clusters Score -9086010 nChanged 60
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	Iteration 160F: 3 clusters Score -9086007 nChanged 78
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	Iteration 161Q: 3 clusters Score -9086011 nChanged 70
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9086022 nChanged 93
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	Iteration 163Q: 3 clusters Score -9086027 nChanged 79
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	Iteration 164Q: 3 clusters Score -9086023 nChanged 77
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	Iteration 165Q: 3 clusters Score -9086040 nChanged 77
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	Iteration 166Q: 3 clusters Score -9086048 nChanged 73
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	Iteration 168Q: 3 clusters Score -9086025 nChanged 88
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	Iteration 169Q: 3 clusters Score -9086033 nChanged 79
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	Iteration 170Q: 3 clusters Score -9086015 nChanged 76
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	Iteration 172Q: 3 clusters Score -9086023 nChanged 82
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	Iteration 174Q: 3 clusters Score -9086005 nChanged 79
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	Iteration 178Q: 3 clusters Score -9085988 nChanged 77
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	Iteration 179Q: 3 clusters Score -9085997 nChanged 66
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	Iteration 180F: 3 clusters Score -9086001 nChanged 60
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	Iteration 181Q: 3 clusters Score -9086013 nChanged 70
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	Iteration 182Q: 3 clusters Score -9086012 nChanged 72
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	Iteration 186Q: 3 clusters Score -9085976 nChanged 86
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	Iteration 189Q: 3 clusters Score -9085975 nChanged 76
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	Iteration 190Q: 3 clusters Score -9085945 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9085941 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9085930 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9085966 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9085970 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9085961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9085963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9085959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9085972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 147787 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9085963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -9085957.000000 Penalty: 1085.546265
	Iteration 200F: 3 clusters Score -9085957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -9085943.000000 Penalty: 1085.546265
	Iteration 201Q: 3 clusters Score -9085943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -9085954.000000 Penalty: 1085.546265
	Iteration 202Q: 3 clusters Score -9085954 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9085950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 147937 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9085948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9085945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -9085933.000000 Penalty: 1085.546265
	Iteration 206Q: 3 clusters Score -9085933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
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Entering Unmasked Estep 
Score: -9085931.000000 Penalty: 1085.546265
	Iteration 207Q: 3 clusters Score -9085931 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3606 members 
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Entering Unmasked Estep 
Score: -9085937.000000 Penalty: 1085.546265
	Iteration 208Q: 3 clusters Score -9085937 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3601 members 
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Entering Unmasked Estep 
Score: -9085942.000000 Penalty: 1085.546265
	Iteration 209Q: 3 clusters Score -9085942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9085943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9085947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -9085938.000000 Penalty: 1085.546265
	Iteration 212Q: 3 clusters Score -9085938 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 148061 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9085939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9085935 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9085930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -9085929.000000 Penalty: 1085.546265
	Iteration 216Q: 3 clusters Score -9085929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -9085926.000000 Penalty: 1085.546265
	Iteration 217Q: 3 clusters Score -9085926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 148134 members 
Entering Unmasked Estep 
Score: -9085923.000000 Penalty: 1085.546265
	Iteration 218Q: 3 clusters Score -9085923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9085924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -9085913.000000 Penalty: 1085.546265
	Iteration 220F: 3 clusters Score -9085913 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9085911 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9085915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -9085916.000000 Penalty: 1085.546265
	Iteration 223Q: 3 clusters Score -9085916 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3366 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9085901 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9085910 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3321 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9085903 nChanged 30
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9085914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
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Entering Unmasked Estep 
Score: -9085921.000000 Penalty: 1085.546265
	Iteration 228Q: 3 clusters Score -9085921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
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Entering Unmasked Estep 
Score: -9085919.000000 Penalty: 1085.546265
	Iteration 229Q: 3 clusters Score -9085919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9085926 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9085913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -9085933.000000 Penalty: 1085.546265
	Iteration 232Q: 3 clusters Score -9085933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 148476 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9085941 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 148494 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9085945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9085950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9085945 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3050 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9085947 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3028 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9085940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9085940 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9085941 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2968 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9085943 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9085935 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2920 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9085930 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9085927 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2856 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9085937 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2827 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9085937 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2797 members 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9085923 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2766 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9085929 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2743 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9085923 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2716 members 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9085925 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9085914 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9085905 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 149007 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9085913 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -9085917.000000 Penalty: 1085.546265
	Iteration 254Q: 3 clusters Score -9085917 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2504 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9085910 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2454 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9085929 nChanged 56
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Mstep: Class 1 contains 2400 members 
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Entering Unmasked Estep 
Score: -9085915.000000 Penalty: 1085.546265
	Iteration 257Q: 3 clusters Score -9085915 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9085908 nChanged 66
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Mstep: Class 1 contains 2271 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9085905 nChanged 71
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Mstep: Class 1 contains 2204 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -9085905 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 149470 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9085899 nChanged 53
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Mstep: Class 1 contains 2091 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9085906 nChanged 54
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Mstep: Class 1 contains 2039 members 
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Entering Unmasked Estep 
Score: -9085904.000000 Penalty: 1085.546265
	Iteration 263Q: 3 clusters Score -9085904 nChanged 42
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Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9085904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9085886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9085889 nChanged 20
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Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9085888 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -9085879.000000 Penalty: 1085.546265
	Iteration 268Q: 3 clusters Score -9085879 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9085886 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9085894 nChanged 22
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Mstep: Class 1 contains 1841 members 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9085885 nChanged 20
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	Iteration 272Q: 3 clusters Score -9085886 nChanged 18
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Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -9085893 nChanged 23
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Mstep: Class 1 contains 1780 members 
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	Iteration 274Q: 3 clusters Score -9085894 nChanged 32
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Mstep: Class 1 contains 1752 members 
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9085892 nChanged 32
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Mstep: Class 1 contains 1722 members 
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9085908 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
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Entering Unmasked Estep 
Score: -9085918.000000 Penalty: 1085.546265
	Iteration 277Q: 3 clusters Score -9085918 nChanged 26
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9085927 nChanged 21
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9085908 nChanged 30
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9085902 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1589 members 
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	Iteration 281Q: 3 clusters Score -9085906 nChanged 26
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	Iteration 282Q: 3 clusters Score -9085890 nChanged 16
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	Iteration 283Q: 3 clusters Score -9085886 nChanged 20
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	Iteration 284Q: 3 clusters Score -9085891 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -9085883.000000 Penalty: 1085.546265
	Iteration 285Q: 3 clusters Score -9085883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 150109 members 
Entering Unmasked Estep 
Score: -9085882.000000 Penalty: 1085.546265
	Iteration 286Q: 3 clusters Score -9085882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 150120 members 
Entering Unmasked Estep 
Score: -9085883.000000 Penalty: 1085.546265
	Iteration 287Q: 3 clusters Score -9085883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 150129 members 
Entering Unmasked Estep 
Score: -9085887.000000 Penalty: 1085.546265
	Iteration 288Q: 3 clusters Score -9085887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -9085883.000000 Penalty: 1085.546265
	Iteration 289Q: 3 clusters Score -9085883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -9085887.000000 Penalty: 1085.546265
	Iteration 290Q: 3 clusters Score -9085887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -9085894.000000 Penalty: 1085.546265
	Iteration 291Q: 3 clusters Score -9085894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -9085899.000000 Penalty: 1085.546265
	Iteration 292Q: 3 clusters Score -9085899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -9085887.000000 Penalty: 1085.546265
	Iteration 293Q: 3 clusters Score -9085887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 150195 members 
Entering Unmasked Estep 
Score: -9085890.000000 Penalty: 1085.546265
	Iteration 294Q: 3 clusters Score -9085890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -9085893.000000 Penalty: 1085.546265
	Iteration 295Q: 3 clusters Score -9085893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -9085883.000000 Penalty: 1085.546265
	Iteration 296Q: 3 clusters Score -9085883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -9085883.000000 Penalty: 1085.546265
	Iteration 297Q: 3 clusters Score -9085883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -9085886.000000 Penalty: 1085.546265
	Iteration 298Q: 3 clusters Score -9085886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -9085875.000000 Penalty: 1085.546265
	Iteration 299Q: 3 clusters Score -9085875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 150262 members 
Entering Unmasked Estep 
Score: -9085869.000000 Penalty: 1085.546265
	Iteration 300F: 3 clusters Score -9085869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -9085864.000000 Penalty: 1085.546265
	Iteration 301Q: 3 clusters Score -9085864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 150283 members 
Entering Unmasked Estep 
Score: -9085868.000000 Penalty: 1085.546265
	Iteration 302Q: 3 clusters Score -9085868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -9085865.000000 Penalty: 1085.546265
	Iteration 303Q: 3 clusters Score -9085865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -9085872.000000 Penalty: 1085.546265
	Iteration 304Q: 3 clusters Score -9085872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 150306 members 
Entering Unmasked Estep 
Score: -9085869.000000 Penalty: 1085.546265
	Iteration 305Q: 3 clusters Score -9085869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -9085868.000000 Penalty: 1085.546265
	Iteration 306Q: 3 clusters Score -9085868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -9085868.000000 Penalty: 1085.546265
	Iteration 307Q: 3 clusters Score -9085868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -9085859.000000 Penalty: 1085.546265
	Iteration 308Q: 3 clusters Score -9085859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -9085858.000000 Penalty: 1085.546265
	Iteration 309Q: 3 clusters Score -9085858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -9085861.000000 Penalty: 1085.546265
	Iteration 310Q: 3 clusters Score -9085861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 150342 members 
Entering Unmasked Estep 
Score: -9085854.000000 Penalty: 1085.546265
	Iteration 311Q: 3 clusters Score -9085854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -9085849.000000 Penalty: 1085.546265
	Iteration 312Q: 3 clusters Score -9085849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 150358 members 
Entering Unmasked Estep 
Score: -9085850.000000 Penalty: 1085.546265
	Iteration 313Q: 3 clusters Score -9085850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -9085855.000000 Penalty: 1085.546265
	Iteration 314Q: 3 clusters Score -9085855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -9085850.000000 Penalty: 1085.546265
	Iteration 315Q: 3 clusters Score -9085850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 150370 members 
Entering Unmasked Estep 
Score: -9085850.000000 Penalty: 1085.546265
	Iteration 316Q: 3 clusters Score -9085850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -9085844.000000 Penalty: 1085.546265
	Iteration 317Q: 3 clusters Score -9085844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 150384 members 
Entering Unmasked Estep 
Score: -9085844.000000 Penalty: 1085.546265
	Iteration 318Q: 3 clusters Score -9085844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 150390 members 
Entering Unmasked Estep 
Score: -9085846.000000 Penalty: 1085.546265
	Iteration 319Q: 3 clusters Score -9085846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -9085838.000000 Penalty: 1085.546265
	Iteration 320F: 3 clusters Score -9085838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -9085844.000000 Penalty: 1085.546265
	Iteration 321Q: 3 clusters Score -9085844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -9085841.000000 Penalty: 1085.546265
	Iteration 322Q: 3 clusters Score -9085841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -9085837.000000 Penalty: 1085.546265
	Iteration 323Q: 3 clusters Score -9085837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -9085833.000000 Penalty: 1085.546265
	Iteration 324Q: 3 clusters Score -9085833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -9085830.000000 Penalty: 1085.546265
	Iteration 325Q: 3 clusters Score -9085830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -9085835.000000 Penalty: 1085.546265
	Iteration 326Q: 3 clusters Score -9085835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -9085835.000000 Penalty: 1085.546265
	Iteration 327F: 3 clusters Score -9085835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -8329.972656 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -8329.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8084.284180 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8084.284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8130.024902 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8130.025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8154.071289 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8154.071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8162.230957 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8162.231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8165.381836 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8165.382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8169.566406 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8169.566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8172.400879 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8172.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8173.725586 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8173.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8175.000000 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -8175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8177.147949 Penalty: 464.087830
	Iteration 9Q: 3 clusters Score -8177.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8177.147949 Penalty: 464.087830
	Iteration 10F: 3 clusters Score -8177.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6906.742188 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6906.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6683.152344 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6683.152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6767.979492 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6767.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6786.924316 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6786.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6790.021973 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6790.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6790.758789 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6790.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6793.338379 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6793.338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6793.442871 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6793.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6795.604980 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6795.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6798.482910 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6798.483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6807.900879 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6807.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6822.518066 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6822.518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6822.518066 Penalty: 454.129395
	Iteration 11F: 3 clusters Score -6822.518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -73211.593750 Penalty: 324.053711
	Iteration 0F: 2 clusters Score -73211.59 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 629 members 
Entering Unmasked Estep 
Score: -72233.101562 Penalty: 648.107422
	Iteration 0F: 3 clusters Score -72233.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72518.195312 Penalty: 648.107422
	Iteration 1F: 3 clusters Score -72518.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72569.914062 Penalty: 648.107422
	Iteration 2F: 3 clusters Score -72569.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -72609.718750 Penalty: 648.107422
	Iteration 3F: 3 clusters Score -72609.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -72644.140625 Penalty: 648.107422
	Iteration 4Q: 3 clusters Score -72644.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72680.351562 Penalty: 648.107422
	Iteration 5Q: 3 clusters Score -72680.35 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72725.570312 Penalty: 648.107422
	Iteration 6Q: 3 clusters Score -72725.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -72787.351562 Penalty: 648.107422
	Iteration 7F: 3 clusters Score -72787.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -72847.882812 Penalty: 648.107422
	Iteration 8F: 3 clusters Score -72847.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -72887.351562 Penalty: 648.107422
	Iteration 9Q: 3 clusters Score -72887.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -72926.289062 Penalty: 648.107422
	Iteration 10Q: 3 clusters Score -72926.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -72953.320312 Penalty: 648.107422
	Iteration 11Q: 3 clusters Score -72953.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -72971.351562 Penalty: 648.107422
	Iteration 12Q: 3 clusters Score -72971.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -72982.273438 Penalty: 648.107422
	Iteration 13Q: 3 clusters Score -72982.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -72987.750000 Penalty: 648.107422
	Iteration 14Q: 3 clusters Score -72987.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -72999.531250 Penalty: 648.107422
	Iteration 15Q: 3 clusters Score -72999.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -73008.953125 Penalty: 648.107422
	Iteration 16Q: 3 clusters Score -73008.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -73015.445312 Penalty: 648.107422
	Iteration 17Q: 3 clusters Score -73015.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -73019.679688 Penalty: 648.107422
	Iteration 18Q: 3 clusters Score -73019.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -73022.023438 Penalty: 648.107422
	Iteration 19Q: 3 clusters Score -73022.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -73027.312500 Penalty: 648.107422
	Iteration 20F: 3 clusters Score -73027.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -73030.750000 Penalty: 648.107422
	Iteration 21Q: 3 clusters Score -73030.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -73033.406250 Penalty: 648.107422
	Iteration 22Q: 3 clusters Score -73033.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -73034.398438 Penalty: 648.107422
	Iteration 23Q: 3 clusters Score -73034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -73035.906250 Penalty: 648.107422
	Iteration 24Q: 3 clusters Score -73035.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -73037.320312 Penalty: 648.107422
	Iteration 25Q: 3 clusters Score -73037.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -73037.835938 Penalty: 648.107422
	Iteration 26Q: 3 clusters Score -73037.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -73038.125000 Penalty: 648.107422
	Iteration 27Q: 3 clusters Score -73038.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -73038.125000 Penalty: 648.107422
	Iteration 28F: 3 clusters Score -73038.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Entering Unmasked Estep 
Score: -605085.687500 Penalty: 419.152344
	Iteration 0F: 2 clusters Score -605085.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -598414.187500 Penalty: 838.304688
	Iteration 0F: 3 clusters Score -598414.2 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -601270.750000 Penalty: 838.304688
	Iteration 1F: 3 clusters Score -601270.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -601698.312500 Penalty: 838.304688
	Iteration 2F: 3 clusters Score -601698.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -602242.562500 Penalty: 838.304688
	Iteration 3F: 3 clusters Score -602242.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -602875.187500 Penalty: 838.304688
	Iteration 4F: 3 clusters Score -602875.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -603429.125000 Penalty: 838.304688
	Iteration 5F: 3 clusters Score -603429.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -603732.437500 Penalty: 838.304688
	Iteration 6F: 3 clusters Score -603732.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -603859.125000 Penalty: 838.304688
	Iteration 7Q: 3 clusters Score -603859.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -603937.062500 Penalty: 838.304688
	Iteration 8Q: 3 clusters Score -603937.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -604001.000000 Penalty: 838.304688
	Iteration 9Q: 3 clusters Score -604001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -604053.750000 Penalty: 838.304688
	Iteration 10Q: 3 clusters Score -604053.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -604092.437500 Penalty: 838.304688
	Iteration 11Q: 3 clusters Score -604092.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -604121.437500 Penalty: 838.304688
	Iteration 12Q: 3 clusters Score -604121.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -604141.375000 Penalty: 838.304688
	Iteration 13Q: 3 clusters Score -604141.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -604156.687500 Penalty: 838.304688
	Iteration 14Q: 3 clusters Score -604156.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -604171.312500 Penalty: 838.304688
	Iteration 15Q: 3 clusters Score -604171.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -604182.687500 Penalty: 838.304688
	Iteration 16Q: 3 clusters Score -604182.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -604190.000000 Penalty: 838.304688
	Iteration 17Q: 3 clusters Score -604190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -604195.937500 Penalty: 838.304688
	Iteration 18Q: 3 clusters Score -604195.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -604206.125000 Penalty: 838.304688
	Iteration 19Q: 3 clusters Score -604206.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -604211.750000 Penalty: 838.304688
	Iteration 20F: 3 clusters Score -604211.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -604214.187500 Penalty: 838.304688
	Iteration 21Q: 3 clusters Score -604214.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -604215.687500 Penalty: 838.304688
	Iteration 22Q: 3 clusters Score -604215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -604219.875000 Penalty: 838.304688
	Iteration 23Q: 3 clusters Score -604219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -604225.375000 Penalty: 838.304688
	Iteration 24Q: 3 clusters Score -604225.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -604227.125000 Penalty: 838.304688
	Iteration 25Q: 3 clusters Score -604227.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -604228.812500 Penalty: 838.304688
	Iteration 26Q: 3 clusters Score -604228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -604232.187500 Penalty: 838.304688
	Iteration 27Q: 3 clusters Score -604232.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -604235.625000 Penalty: 838.304688
	Iteration 28Q: 3 clusters Score -604235.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -604239.937500 Penalty: 838.304688
	Iteration 29Q: 3 clusters Score -604239.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -604242.625000 Penalty: 838.304688
	Iteration 30Q: 3 clusters Score -604242.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -604248.125000 Penalty: 838.304688
	Iteration 31Q: 3 clusters Score -604248.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -604249.437500 Penalty: 838.304688
	Iteration 32Q: 3 clusters Score -604249.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -604251.000000 Penalty: 838.304688
	Iteration 33Q: 3 clusters Score -604251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -604252.625000 Penalty: 838.304688
	Iteration 34Q: 3 clusters Score -604252.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -604255.187500 Penalty: 838.304688
	Iteration 35Q: 3 clusters Score -604255.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -604256.562500 Penalty: 838.304688
	Iteration 36Q: 3 clusters Score -604256.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -604261.000000 Penalty: 838.304688
	Iteration 37Q: 3 clusters Score -604261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -604264.250000 Penalty: 838.304688
	Iteration 38Q: 3 clusters Score -604264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -604263.875000 Penalty: 838.304688
	Iteration 39Q: 3 clusters Score -604263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -604266.437500 Penalty: 838.304688
	Iteration 40F: 3 clusters Score -604266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -604268.437500 Penalty: 838.304688
	Iteration 41Q: 3 clusters Score -604268.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -604271.625000 Penalty: 838.304688
	Iteration 42Q: 3 clusters Score -604271.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -604275.437500 Penalty: 838.304688
	Iteration 43Q: 3 clusters Score -604275.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -604279.375000 Penalty: 838.304688
	Iteration 44Q: 3 clusters Score -604279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -604281.125000 Penalty: 838.304688
	Iteration 45Q: 3 clusters Score -604281.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -604282.937500 Penalty: 838.304688
	Iteration 46Q: 3 clusters Score -604282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -604283.375000 Penalty: 838.304688
	Iteration 47Q: 3 clusters Score -604283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -604285.062500 Penalty: 838.304688
	Iteration 48Q: 3 clusters Score -604285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -604287.187500 Penalty: 838.304688
	Iteration 49Q: 3 clusters Score -604287.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -604293.437500 Penalty: 838.304688
	Iteration 50Q: 3 clusters Score -604293.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -604295.125000 Penalty: 838.304688
	Iteration 51Q: 3 clusters Score -604295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -604296.000000 Penalty: 838.304688
	Iteration 52Q: 3 clusters Score -604296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -604303.562500 Penalty: 838.304688
	Iteration 53Q: 3 clusters Score -604303.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -604315.125000 Penalty: 838.304688
	Iteration 54Q: 3 clusters Score -604315.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -604326.812500 Penalty: 838.304688
	Iteration 55Q: 3 clusters Score -604326.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -604339.562500 Penalty: 838.304688
	Iteration 56Q: 3 clusters Score -604339.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -604349.437500 Penalty: 838.304688
	Iteration 57Q: 3 clusters Score -604349.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -604357.625000 Penalty: 838.304688
	Iteration 58Q: 3 clusters Score -604357.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -604365.750000 Penalty: 838.304688
	Iteration 59Q: 3 clusters Score -604365.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -604369.687500 Penalty: 838.304688
	Iteration 60F: 3 clusters Score -604369.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -604375.187500 Penalty: 838.304688
	Iteration 61Q: 3 clusters Score -604375.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -604384.375000 Penalty: 838.304688
	Iteration 62Q: 3 clusters Score -604384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -604392.375000 Penalty: 838.304688
	Iteration 63Q: 3 clusters Score -604392.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -604399.875000 Penalty: 838.304688
	Iteration 64Q: 3 clusters Score -604399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -604408.937500 Penalty: 838.304688
	Iteration 65Q: 3 clusters Score -604408.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -604412.375000 Penalty: 838.304688
	Iteration 66Q: 3 clusters Score -604412.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -604418.250000 Penalty: 838.304688
	Iteration 67Q: 3 clusters Score -604418.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -604420.000000 Penalty: 838.304688
	Iteration 68Q: 3 clusters Score -604420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -604422.750000 Penalty: 838.304688
	Iteration 69Q: 3 clusters Score -604422.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -604426.062500 Penalty: 838.304688
	Iteration 70Q: 3 clusters Score -604426.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -604427.062500 Penalty: 838.304688
	Iteration 71Q: 3 clusters Score -604427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -604429.062500 Penalty: 838.304688
	Iteration 72Q: 3 clusters Score -604429.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -604431.312500 Penalty: 838.304688
	Iteration 73Q: 3 clusters Score -604431.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -604431.000000 Penalty: 838.304688
	Iteration 74Q: 3 clusters Score -604431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -604433.375000 Penalty: 838.304688
	Iteration 75Q: 3 clusters Score -604433.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -604435.375000 Penalty: 838.304688
	Iteration 76Q: 3 clusters Score -604435.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -604439.625000 Penalty: 838.304688
	Iteration 77Q: 3 clusters Score -604439.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -604445.125000 Penalty: 838.304688
	Iteration 78Q: 3 clusters Score -604445.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -604449.625000 Penalty: 838.304688
	Iteration 79Q: 3 clusters Score -604449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -604453.437500 Penalty: 838.304688
	Iteration 80F: 3 clusters Score -604453.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -604457.375000 Penalty: 838.304688
	Iteration 81Q: 3 clusters Score -604457.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -604462.812500 Penalty: 838.304688
	Iteration 82Q: 3 clusters Score -604462.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -604474.437500 Penalty: 838.304688
	Iteration 83Q: 3 clusters Score -604474.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -604488.500000 Penalty: 838.304688
	Iteration 84Q: 3 clusters Score -604488.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -604508.312500 Penalty: 838.304688
	Iteration 85Q: 3 clusters Score -604508.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -604523.500000 Penalty: 838.304688
	Iteration 86Q: 3 clusters Score -604523.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -604542.375000 Penalty: 838.304688
	Iteration 87Q: 3 clusters Score -604542.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -604555.562500 Penalty: 838.304688
	Iteration 88Q: 3 clusters Score -604555.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -604564.187500 Penalty: 838.304688
	Iteration 89Q: 3 clusters Score -604564.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -604569.562500 Penalty: 838.304688
	Iteration 90Q: 3 clusters Score -604569.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -604575.812500 Penalty: 838.304688
	Iteration 91Q: 3 clusters Score -604575.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -604583.875000 Penalty: 838.304688
	Iteration 92Q: 3 clusters Score -604583.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -604595.437500 Penalty: 838.304688
	Iteration 93Q: 3 clusters Score -604595.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -604602.437500 Penalty: 838.304688
	Iteration 94Q: 3 clusters Score -604602.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -604609.312500 Penalty: 838.304688
	Iteration 95Q: 3 clusters Score -604609.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -604617.750000 Penalty: 838.304688
	Iteration 96Q: 3 clusters Score -604617.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -604627.625000 Penalty: 838.304688
	Iteration 97Q: 3 clusters Score -604627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -604636.187500 Penalty: 838.304688
	Iteration 98Q: 3 clusters Score -604636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -604641.875000 Penalty: 838.304688
	Iteration 99Q: 3 clusters Score -604641.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -604647.812500 Penalty: 838.304688
	Iteration 100F: 3 clusters Score -604647.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -604654.187500 Penalty: 838.304688
	Iteration 101Q: 3 clusters Score -604654.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -604657.312500 Penalty: 838.304688
	Iteration 102Q: 3 clusters Score -604657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -604658.687500 Penalty: 838.304688
	Iteration 103Q: 3 clusters Score -604658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -604657.750000 Penalty: 838.304688
	Iteration 104Q: 3 clusters Score -604657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -604660.687500 Penalty: 838.304688
	Iteration 105Q: 3 clusters Score -604660.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -604665.812500 Penalty: 838.304688
	Iteration 106Q: 3 clusters Score -604665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -604671.062500 Penalty: 838.304688
	Iteration 107Q: 3 clusters Score -604671.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -604673.500000 Penalty: 838.304688
	Iteration 108Q: 3 clusters Score -604673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -604676.937500 Penalty: 838.304688
	Iteration 109Q: 3 clusters Score -604676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -604679.187500 Penalty: 838.304688
	Iteration 110Q: 3 clusters Score -604679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -604680.000000 Penalty: 838.304688
	Iteration 111Q: 3 clusters Score -604680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -604681.687500 Penalty: 838.304688
	Iteration 112Q: 3 clusters Score -604681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -604684.250000 Penalty: 838.304688
	Iteration 113Q: 3 clusters Score -604684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -604686.125000 Penalty: 838.304688
	Iteration 114Q: 3 clusters Score -604686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -604688.125000 Penalty: 838.304688
	Iteration 115Q: 3 clusters Score -604688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -604693.000000 Penalty: 838.304688
	Iteration 116Q: 3 clusters Score -604693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -604700.250000 Penalty: 838.304688
	Iteration 117Q: 3 clusters Score -604700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -604704.250000 Penalty: 838.304688
	Iteration 118Q: 3 clusters Score -604704.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -604706.625000 Penalty: 838.304688
	Iteration 119Q: 3 clusters Score -604706.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -604714.937500 Penalty: 838.304688
	Iteration 120F: 3 clusters Score -604714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -604721.937500 Penalty: 838.304688
	Iteration 121Q: 3 clusters Score -604721.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -604732.500000 Penalty: 838.304688
	Iteration 122Q: 3 clusters Score -604732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -604736.562500 Penalty: 838.304688
	Iteration 123Q: 3 clusters Score -604736.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -604739.937500 Penalty: 838.304688
	Iteration 124Q: 3 clusters Score -604739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -604742.125000 Penalty: 838.304688
	Iteration 125Q: 3 clusters Score -604742.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -604746.875000 Penalty: 838.304688
	Iteration 126Q: 3 clusters Score -604746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -604747.125000 Penalty: 838.304688
	Iteration 127Q: 3 clusters Score -604747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -604748.125000 Penalty: 838.304688
	Iteration 128Q: 3 clusters Score -604748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -604751.187500 Penalty: 838.304688
	Iteration 129Q: 3 clusters Score -604751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -604752.562500 Penalty: 838.304688
	Iteration 130Q: 3 clusters Score -604752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -604755.687500 Penalty: 838.304688
	Iteration 131Q: 3 clusters Score -604755.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -604758.250000 Penalty: 838.304688
	Iteration 132Q: 3 clusters Score -604758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -604762.562500 Penalty: 838.304688
	Iteration 133Q: 3 clusters Score -604762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -604766.875000 Penalty: 838.304688
	Iteration 134Q: 3 clusters Score -604766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -604768.125000 Penalty: 838.304688
	Iteration 135Q: 3 clusters Score -604768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -604769.500000 Penalty: 838.304688
	Iteration 136Q: 3 clusters Score -604769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -604771.125000 Penalty: 838.304688
	Iteration 137Q: 3 clusters Score -604771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -604772.000000 Penalty: 838.304688
	Iteration 138Q: 3 clusters Score -604772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -604773.375000 Penalty: 838.304688
	Iteration 139Q: 3 clusters Score -604773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -604773.562500 Penalty: 838.304688
	Iteration 140F: 3 clusters Score -604773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -604773.562500 Penalty: 838.304688
	Iteration 141Q: 3 clusters Score -604773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -604773.750000 Penalty: 838.304688
	Iteration 142Q: 3 clusters Score -604773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -604774.687500 Penalty: 838.304688
	Iteration 143Q: 3 clusters Score -604774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -604773.687500 Penalty: 838.304688
	Iteration 144Q: 3 clusters Score -604773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -604774.750000 Penalty: 838.304688
	Iteration 145Q: 3 clusters Score -604774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -604775.937500 Penalty: 838.304688
	Iteration 146Q: 3 clusters Score -604775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -604775.625000 Penalty: 838.304688
	Iteration 147Q: 3 clusters Score -604775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -604776.812500 Penalty: 838.304688
	Iteration 148Q: 3 clusters Score -604776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -604776.937500 Penalty: 838.304688
	Iteration 149Q: 3 clusters Score -604776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -604778.312500 Penalty: 838.304688
	Iteration 150Q: 3 clusters Score -604778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -604777.562500 Penalty: 838.304688
	Iteration 151Q: 3 clusters Score -604777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -604778.875000 Penalty: 838.304688
	Iteration 152Q: 3 clusters Score -604778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -604779.562500 Penalty: 838.304688
	Iteration 153Q: 3 clusters Score -604779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -604779.562500 Penalty: 838.304688
	Iteration 154F: 3 clusters Score -604779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -16604.136719 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -16604.14 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 154 members 
Entering Unmasked Estep 
Score: -16271.898438 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -16271.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16353.833008 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -16353.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16377.350586 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -16377.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16396.228516 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -16396.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16405.416016 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -16405.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16408.937500 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -16408.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16413.724609 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -16413.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16416.082031 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -16416.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16417.462891 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -16417.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16418.031250 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -16418.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16418.031250 Penalty: 516.584595
	Iteration 10F: 3 clusters Score -16418.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -135184.125000 Penalty: 357.515381
	Iteration 0F: 2 clusters Score -135184.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -133423.593750 Penalty: 715.030762
	Iteration 0F: 3 clusters Score -133423.6 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -134125.531250 Penalty: 715.030762
	Iteration 1F: 3 clusters Score -134125.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -134322.093750 Penalty: 715.030762
	Iteration 2F: 3 clusters Score -134322.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -134486.093750 Penalty: 715.030762
	Iteration 3F: 3 clusters Score -134486.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -134598.093750 Penalty: 715.030762
	Iteration 4F: 3 clusters Score -134598.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -134652.156250 Penalty: 715.030762
	Iteration 5Q: 3 clusters Score -134652.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -134677.687500 Penalty: 715.030762
	Iteration 6Q: 3 clusters Score -134677.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -134696.859375 Penalty: 715.030762
	Iteration 7Q: 3 clusters Score -134696.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -134711.531250 Penalty: 715.030762
	Iteration 8Q: 3 clusters Score -134711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -134721.437500 Penalty: 715.030762
	Iteration 9Q: 3 clusters Score -134721.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -134733.875000 Penalty: 715.030762
	Iteration 10Q: 3 clusters Score -134733.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -134744.421875 Penalty: 715.030762
	Iteration 11Q: 3 clusters Score -134744.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -134755.218750 Penalty: 715.030762
	Iteration 12Q: 3 clusters Score -134755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -134770.421875 Penalty: 715.030762
	Iteration 13Q: 3 clusters Score -134770.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -134787.843750 Penalty: 715.030762
	Iteration 14Q: 3 clusters Score -134787.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -134806.765625 Penalty: 715.030762
	Iteration 15Q: 3 clusters Score -134806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -134829.593750 Penalty: 715.030762
	Iteration 16Q: 3 clusters Score -134829.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -134856.625000 Penalty: 715.030762
	Iteration 17Q: 3 clusters Score -134856.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -134884.703125 Penalty: 715.030762
	Iteration 18Q: 3 clusters Score -134884.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -134919.281250 Penalty: 715.030762
	Iteration 19Q: 3 clusters Score -134919.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -134942.625000 Penalty: 715.030762
	Iteration 20F: 3 clusters Score -134942.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -134961.828125 Penalty: 715.030762
	Iteration 21Q: 3 clusters Score -134961.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -134980.890625 Penalty: 715.030762
	Iteration 22Q: 3 clusters Score -134980.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -134992.078125 Penalty: 715.030762
	Iteration 23Q: 3 clusters Score -134992.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -134998.156250 Penalty: 715.030762
	Iteration 24Q: 3 clusters Score -134998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -135003.890625 Penalty: 715.030762
	Iteration 25Q: 3 clusters Score -135003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -135011.156250 Penalty: 715.030762
	Iteration 26Q: 3 clusters Score -135011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -135015.828125 Penalty: 715.030762
	Iteration 27Q: 3 clusters Score -135015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -135019.093750 Penalty: 715.030762
	Iteration 28Q: 3 clusters Score -135019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -135022.203125 Penalty: 715.030762
	Iteration 29Q: 3 clusters Score -135022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -135027.828125 Penalty: 715.030762
	Iteration 30Q: 3 clusters Score -135027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135029.406250 Penalty: 715.030762
	Iteration 31Q: 3 clusters Score -135029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -135030.890625 Penalty: 715.030762
	Iteration 32Q: 3 clusters Score -135030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -135034.625000 Penalty: 715.030762
	Iteration 33Q: 3 clusters Score -135034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -135035.218750 Penalty: 715.030762
	Iteration 34Q: 3 clusters Score -135035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -135036.437500 Penalty: 715.030762
	Iteration 35Q: 3 clusters Score -135036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -135036.234375 Penalty: 715.030762
	Iteration 36Q: 3 clusters Score -135036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -135036.234375 Penalty: 715.030762
	Iteration 37F: 3 clusters Score -135036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -183130.125000 Penalty: 366.074280
	Iteration 0F: 2 clusters Score -183130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -180985.421875 Penalty: 732.148560
	Iteration 0F: 3 clusters Score -180985.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -181678.343750 Penalty: 732.148560
	Iteration 1F: 3 clusters Score -181678.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -181801.140625 Penalty: 732.148560
	Iteration 2F: 3 clusters Score -181801.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -181944.968750 Penalty: 732.148560
	Iteration 3F: 3 clusters Score -181945 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -182086.875000 Penalty: 732.148560
	Iteration 4F: 3 clusters Score -182086.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182249.171875 Penalty: 732.148560
	Iteration 5F: 3 clusters Score -182249.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182391.484375 Penalty: 732.148560
	Iteration 6F: 3 clusters Score -182391.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -182531.578125 Penalty: 732.148560
	Iteration 7F: 3 clusters Score -182531.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -182622.078125 Penalty: 732.148560
	Iteration 8Q: 3 clusters Score -182622.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -182684.671875 Penalty: 732.148560
	Iteration 9Q: 3 clusters Score -182684.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -182734.843750 Penalty: 732.148560
	Iteration 10Q: 3 clusters Score -182734.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -182765.046875 Penalty: 732.148560
	Iteration 11Q: 3 clusters Score -182765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -182775.531250 Penalty: 732.148560
	Iteration 12Q: 3 clusters Score -182775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -182780.625000 Penalty: 732.148560
	Iteration 13Q: 3 clusters Score -182780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -182787.500000 Penalty: 732.148560
	Iteration 14Q: 3 clusters Score -182787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -182793.468750 Penalty: 732.148560
	Iteration 15Q: 3 clusters Score -182793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -182796.125000 Penalty: 732.148560
	Iteration 16Q: 3 clusters Score -182796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -182796.640625 Penalty: 732.148560
	Iteration 17Q: 3 clusters Score -182796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -182798.093750 Penalty: 732.148560
	Iteration 18Q: 3 clusters Score -182798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -182800.609375 Penalty: 732.148560
	Iteration 19Q: 3 clusters Score -182800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -182805.468750 Penalty: 732.148560
	Iteration 20F: 3 clusters Score -182805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -182808.390625 Penalty: 732.148560
	Iteration 21Q: 3 clusters Score -182808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -182810.781250 Penalty: 732.148560
	Iteration 22Q: 3 clusters Score -182810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -182810.781250 Penalty: 732.148560
	Iteration 23F: 3 clusters Score -182810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9981.567383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9981.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9714.727539 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9714.728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9800.678711 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9800.679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9839.065430 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9839.065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9850.459961 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9850.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9856.814453 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9856.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9864.774414 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9864.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9866.943359 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9866.943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9867.399414 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9867.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9867.399414 Penalty: 477.479187
	Iteration 8F: 3 clusters Score -9867.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -34568.308594 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -34568.31 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 284 members 
Entering Unmasked Estep 
Score: -34025.035156 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34025.04 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34272.210938 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34272.21 nChanged 53
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: -34352.675781 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34352.68 nChanged 31
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: -34391.550781 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -34391.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34418.613281 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -34418.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -34436.671875 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -34436.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34475.687500 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -34475.69 nChanged 21
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: -34502.722656 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -34502.72 nChanged 16
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: -34524.855469 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -34524.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34540.687500 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -34540.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34548.277344 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -34548.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34553.691406 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -34553.69 nChanged 8
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: -34560.894531 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -34560.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34567.101562 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -34567.1 nChanged 3
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: -34568.289062 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -34568.29 nChanged 0
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: -34568.289062 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -34568.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -5122.410645 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -5122.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4863.802246 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -4863.802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4958.128418 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -4958.128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4969.129395 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -4969.129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4976.863770 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -4976.864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4982.761230 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -4982.761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4984.597168 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -4984.597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4986.946289 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -4986.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4987.209473 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -4987.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4987.209473 Penalty: 473.063202
	Iteration 8F: 3 clusters Score -4987.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29477.132812 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -29477.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28993.333984 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -28993.33 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29148.003906 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -29148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29190.777344 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -29190.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29221.197266 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -29221.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29240.740234 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -29240.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29257.824219 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -29257.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29269.894531 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -29269.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29284.119141 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -29284.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29292.814453 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -29292.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29297.308594 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -29297.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29299.835938 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -29299.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29304.183594 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -29304.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29308.500000 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -29308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29317.320312 Penalty: 564.061584
	Iteration 13Q: 3 clusters Score -29317.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29326.947266 Penalty: 564.061584
	Iteration 14Q: 3 clusters Score -29326.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29340.273438 Penalty: 564.061584
	Iteration 15Q: 3 clusters Score -29340.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29348.847656 Penalty: 564.061584
	Iteration 16Q: 3 clusters Score -29348.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29355.505859 Penalty: 564.061584
	Iteration 17Q: 3 clusters Score -29355.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29358.316406 Penalty: 564.061584
	Iteration 18Q: 3 clusters Score -29358.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29361.599609 Penalty: 564.061584
	Iteration 19Q: 3 clusters Score -29361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29364.703125 Penalty: 564.061584
	Iteration 20F: 3 clusters Score -29364.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29376.111328 Penalty: 564.061584
	Iteration 21Q: 3 clusters Score -29376.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29384.386719 Penalty: 564.061584
	Iteration 22Q: 3 clusters Score -29384.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29394.427734 Penalty: 564.061584
	Iteration 23Q: 3 clusters Score -29394.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29404.943359 Penalty: 564.061584
	Iteration 24Q: 3 clusters Score -29404.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29416.869141 Penalty: 564.061584
	Iteration 25Q: 3 clusters Score -29416.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29481.248047 Penalty: 564.061584
	Iteration 26Q: 3 clusters Score -29481.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29495.511719 Penalty: 564.061584
	Iteration 27Q: 3 clusters Score -29495.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29497.222656 Penalty: 564.061584
	Iteration 28Q: 3 clusters Score -29497.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29498.136719 Penalty: 564.061584
	Iteration 29Q: 3 clusters Score -29498.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29498.136719 Penalty: 564.061584
	Iteration 30F: 3 clusters Score -29498.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 315 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 177 members 
Entering Unmasked Estep 
Score: -58210076.000000 Penalty: 52866.046875
Splitting cluster 32 changes total score from -58210404.000000 to -58210076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -49569.230469 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -49569.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48901.191406 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -48901.19 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49114.394531 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -49114.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49166.496094 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -49166.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49210.589844 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -49210.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49260.531250 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -49260.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49315.699219 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -49315.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49378.125000 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -49378.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49409.503906 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -49409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49423.210938 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -49423.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49439.136719 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -49439.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49458.125000 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -49458.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49468.687500 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -49468.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49476.425781 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -49476.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49479.890625 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -49479.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49485.207031 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -49485.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49490.683594 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -49490.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49493.441406 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -49493.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49498.937500 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -49498.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49500.019531 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -49500.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49502.515625 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -49502.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49504.234375 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -49504.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49504.671875 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -49504.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49506.863281 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -49506.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49508.984375 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -49508.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49512.085938 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -49512.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49519.218750 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -49519.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49525.097656 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -49525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49528.921875 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -49528.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49531.773438 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -49531.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49533.800781 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -49533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49535.296875 Penalty: 605.762085
	Iteration 30Q: 3 clusters Score -49535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49536.722656 Penalty: 605.762085
	Iteration 31Q: 3 clusters Score -49536.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49537.933594 Penalty: 605.762085
	Iteration 32Q: 3 clusters Score -49537.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49538.203125 Penalty: 605.762085
	Iteration 33Q: 3 clusters Score -49538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49538.695312 Penalty: 605.762085
	Iteration 34Q: 3 clusters Score -49538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49538.695312 Penalty: 605.762085
	Iteration 35F: 3 clusters Score -49538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -356111.375000 Penalty: 396.220551
	Iteration 0F: 2 clusters Score -356111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -352152.750000 Penalty: 792.441101
	Iteration 0F: 3 clusters Score -352152.8 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -353629.531250 Penalty: 792.441101
	Iteration 1F: 3 clusters Score -353629.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -353856.312500 Penalty: 792.441101
	Iteration 2F: 3 clusters Score -353856.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -354094.250000 Penalty: 792.441101
	Iteration 3F: 3 clusters Score -354094.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -354395.406250 Penalty: 792.441101
	Iteration 4F: 3 clusters Score -354395.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -354674.187500 Penalty: 792.441101
	Iteration 5F: 3 clusters Score -354674.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -354903.656250 Penalty: 792.441101
	Iteration 6Q: 3 clusters Score -354903.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -355032.593750 Penalty: 792.441101
	Iteration 7Q: 3 clusters Score -355032.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -355119.093750 Penalty: 792.441101
	Iteration 8Q: 3 clusters Score -355119.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355181.937500 Penalty: 792.441101
	Iteration 9Q: 3 clusters Score -355181.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -355233.375000 Penalty: 792.441101
	Iteration 10Q: 3 clusters Score -355233.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -355274.593750 Penalty: 792.441101
	Iteration 11Q: 3 clusters Score -355274.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -355317.375000 Penalty: 792.441101
	Iteration 12Q: 3 clusters Score -355317.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -355369.875000 Penalty: 792.441101
	Iteration 13Q: 3 clusters Score -355369.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -355409.093750 Penalty: 792.441101
	Iteration 14Q: 3 clusters Score -355409.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -355440.218750 Penalty: 792.441101
	Iteration 15Q: 3 clusters Score -355440.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -355473.531250 Penalty: 792.441101
	Iteration 16Q: 3 clusters Score -355473.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -355508.906250 Penalty: 792.441101
	Iteration 17Q: 3 clusters Score -355508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -355542.125000 Penalty: 792.441101
	Iteration 18Q: 3 clusters Score -355542.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -355566.937500 Penalty: 792.441101
	Iteration 19Q: 3 clusters Score -355566.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -355594.906250 Penalty: 792.441101
	Iteration 20F: 3 clusters Score -355594.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -355620.500000 Penalty: 792.441101
	Iteration 21Q: 3 clusters Score -355620.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -355649.625000 Penalty: 792.441101
	Iteration 22Q: 3 clusters Score -355649.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -355663.687500 Penalty: 792.441101
	Iteration 23Q: 3 clusters Score -355663.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -355677.281250 Penalty: 792.441101
	Iteration 24Q: 3 clusters Score -355677.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -355688.000000 Penalty: 792.441101
	Iteration 25Q: 3 clusters Score -355688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -355696.625000 Penalty: 792.441101
	Iteration 26Q: 3 clusters Score -355696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -355704.187500 Penalty: 792.441101
	Iteration 27Q: 3 clusters Score -355704.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -355710.906250 Penalty: 792.441101
	Iteration 28Q: 3 clusters Score -355710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -355719.218750 Penalty: 792.441101
	Iteration 29Q: 3 clusters Score -355719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -355729.218750 Penalty: 792.441101
	Iteration 30Q: 3 clusters Score -355729.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -355737.281250 Penalty: 792.441101
	Iteration 31Q: 3 clusters Score -355737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -355741.656250 Penalty: 792.441101
	Iteration 32Q: 3 clusters Score -355741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -355744.781250 Penalty: 792.441101
	Iteration 33Q: 3 clusters Score -355744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -355749.843750 Penalty: 792.441101
	Iteration 34Q: 3 clusters Score -355749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -355752.250000 Penalty: 792.441101
	Iteration 35Q: 3 clusters Score -355752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -355753.718750 Penalty: 792.441101
	Iteration 36Q: 3 clusters Score -355753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -355757.750000 Penalty: 792.441101
	Iteration 37Q: 3 clusters Score -355757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -355760.843750 Penalty: 792.441101
	Iteration 38Q: 3 clusters Score -355760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -355761.343750 Penalty: 792.441101
	Iteration 39Q: 3 clusters Score -355761.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -355765.812500 Penalty: 792.441101
	Iteration 40F: 3 clusters Score -355765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -355767.250000 Penalty: 792.441101
	Iteration 41Q: 3 clusters Score -355767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -355767.250000 Penalty: 792.441101
	Iteration 42F: 3 clusters Score -355767.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51076.617188 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -51076.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50339.484375 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -50339.48 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -50606.398438 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -50606.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50682.757812 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -50682.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -50738.277344 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -50738.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50770.824219 Penalty: 615.303101
	Iteration 4Q: 3 clusters Score -50770.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50793.343750 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -50793.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -50819.679688 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -50819.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -50842.335938 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -50842.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -50856.445312 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -50856.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -50867.300781 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -50867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50874.839844 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -50874.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -50881.613281 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -50881.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -50888.648438 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -50888.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -50889.625000 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -50889.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50889.988281 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -50889.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50889.988281 Penalty: 615.303101
	Iteration 15F: 3 clusters Score -50889.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -13614.097656 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -13614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13311.673828 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -13311.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13415.032227 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -13415.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13441.583008 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -13441.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13453.520508 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -13453.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13468.874023 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -13468.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13471.625977 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -13471.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13473.522461 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -13473.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13476.056641 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -13476.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13476.056641 Penalty: 491.643646
	Iteration 8F: 3 clusters Score -13476.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13061.301758 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13061.3 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 133 members 
Entering Unmasked Estep 
Score: -12749.607422 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -12749.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12846.541016 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -12846.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12882.844727 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -12882.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12896.101562 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -12896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12903.646484 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -12903.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12911.250000 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -12911.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12921.332031 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -12921.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12924.793945 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -12924.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12926.374023 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -12926.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12928.311523 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -12928.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12930.457031 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -12930.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12930.457031 Penalty: 511.785614
	Iteration 11F: 3 clusters Score -12930.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -11794.241211 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -11794.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11514.491211 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11514.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11673.766602 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11673.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11767.966797 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11767.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11787.349609 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -11787.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11794.716797 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11794.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11807.330078 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11807.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11811.545898 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11811.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11811.224609 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -11811.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11811.224609 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -11811.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 161 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 88 members 
Entering Unmasked Estep 
Score: -58210004.000000 Penalty: 52866.046875
Splitting cluster 38 changes total score from -58210404.000000 to -58210004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10653.543945 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10653.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10370.778320 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10370.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10480.562500 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10480.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10526.662109 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10526.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10597.017578 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10597.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10605.828125 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10605.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10606.043945 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10606.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10606.043945 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -10606.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -40874.265625 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -40874.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40251.515625 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -40251.52 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40404.960938 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -40404.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40458.304688 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -40458.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40480.992188 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -40480.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40502.675781 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -40502.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40514.125000 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -40514.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40525.187500 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -40525.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40531.386719 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -40531.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40537.382812 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -40537.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40543.082031 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -40543.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40549.238281 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -40549.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40551.292969 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -40551.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40557.597656 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -40557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40564.078125 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -40564.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40568.007812 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -40568.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40570.367188 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -40570.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40571.546875 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -40571.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40571.757812 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -40571.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40571.757812 Penalty: 597.310852
	Iteration 18F: 3 clusters Score -40571.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10308.514648 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -10308.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10038.982422 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -10038.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10118.943359 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -10118.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10173.206055 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -10173.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10193.548828 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -10193.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10200.275391 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -10200.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10205.710938 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -10205.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10215.049805 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -10215.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10222.040039 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -10222.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10222.040039 Penalty: 473.063202
	Iteration 8F: 3 clusters Score -10222.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35632.402344 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35632.4 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 305 members 
Entering Unmasked Estep 
Score: -35109.785156 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -35109.79 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35265.476562 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35265.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35309.199219 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35338.109375 Penalty: 581.511902
	Iteration 3Q: 3 clusters Score -35338.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35364.183594 Penalty: 581.511902
	Iteration 4Q: 3 clusters Score -35364.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35385.113281 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -35385.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35407.714844 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35407.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35424.601562 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35424.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35437.667969 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35437.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35449.101562 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35458.921875 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35458.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35471.777344 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35471.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35492.050781 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35492.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35505.367188 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35505.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35507.992188 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35507.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35509.621094 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35509.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35513.914062 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35513.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -35518.753906 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35518.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35523.402344 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35529.730469 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35529.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35535.347656 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35535.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35537.929688 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35537.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35538.472656 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35538.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35538.472656 Penalty: 581.511902
	Iteration 23F: 3 clusters Score -35538.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9541.236328 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -9541.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9265.382812 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9265.383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9388.310547 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -9388.311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9441.767578 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -9441.768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9488.100586 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -9488.101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9519.969727 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -9519.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9520.903320 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -9520.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9520.903320 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -9520.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10731.131836 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -10731.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10453.896484 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10453.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10533.765625 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10533.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10557.737305 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10557.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10569.942383 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10569.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10573.134766 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10573.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10575.303711 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10575.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10575.303711 Penalty: 472.559082
	Iteration 6F: 3 clusters Score -10575.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -45555.062500 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -45555.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44880.257812 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -44880.26 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45139.968750 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -45139.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45179.820312 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -45179.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45218.390625 Penalty: 608.640259
	Iteration 3Q: 3 clusters Score -45218.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45259.078125 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -45259.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45300.527344 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -45300.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45335.894531 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -45335.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45372.066406 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -45372.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45400.042969 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -45400.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45433.015625 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -45433.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45446.078125 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -45446.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45451.667969 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -45451.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45458.085938 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -45458.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45460.972656 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -45460.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45462.121094 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -45462.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45462.121094 Penalty: 608.640259
	Iteration 15F: 3 clusters Score -45462.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -14324.559570 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -14324.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14037.550781 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -14037.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14177.847656 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -14177.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14246.928711 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -14246.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14286.719727 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -14286.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14310.941406 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -14310.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14334.081055 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -14334.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14335.218750 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -14335.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14336.576172 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -14336.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14336.576172 Penalty: 500.614502
	Iteration 8F: 3 clusters Score -14336.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 98 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 147 members 
Entering Unmasked Estep 
Score: -58210044.000000 Penalty: 52866.046875
Splitting cluster 46 changes total score from -58210404.000000 to -58210044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -231135.921875 Penalty: 376.238983
	Iteration 0F: 2 clusters Score -231135.9 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 1961 members 
Entering Unmasked Estep 
Score: -228506.718750 Penalty: 752.477966
	Iteration 0F: 3 clusters Score -228506.7 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -229484.234375 Penalty: 752.477966
	Iteration 1F: 3 clusters Score -229484.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -229671.578125 Penalty: 752.477966
	Iteration 2F: 3 clusters Score -229671.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -229885.953125 Penalty: 752.477966
	Iteration 3F: 3 clusters Score -229886 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -230164.671875 Penalty: 752.477966
	Iteration 4F: 3 clusters Score -230164.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -230401.171875 Penalty: 752.477966
	Iteration 5F: 3 clusters Score -230401.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -230558.000000 Penalty: 752.477966
	Iteration 6F: 3 clusters Score -230558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230674.968750 Penalty: 752.477966
	Iteration 7Q: 3 clusters Score -230675 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -230745.140625 Penalty: 752.477966
	Iteration 8Q: 3 clusters Score -230745.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -230785.109375 Penalty: 752.477966
	Iteration 9Q: 3 clusters Score -230785.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -230803.640625 Penalty: 752.477966
	Iteration 10Q: 3 clusters Score -230803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -230815.203125 Penalty: 752.477966
	Iteration 11Q: 3 clusters Score -230815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -230823.265625 Penalty: 752.477966
	Iteration 12Q: 3 clusters Score -230823.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -230830.671875 Penalty: 752.477966
	Iteration 13Q: 3 clusters Score -230830.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230835.125000 Penalty: 752.477966
	Iteration 14Q: 3 clusters Score -230835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230838.843750 Penalty: 752.477966
	Iteration 15Q: 3 clusters Score -230838.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230844.515625 Penalty: 752.477966
	Iteration 16Q: 3 clusters Score -230844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -230850.468750 Penalty: 752.477966
	Iteration 17Q: 3 clusters Score -230850.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -230861.671875 Penalty: 752.477966
	Iteration 18Q: 3 clusters Score -230861.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -230869.796875 Penalty: 752.477966
	Iteration 19Q: 3 clusters Score -230869.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -230879.062500 Penalty: 752.477966
	Iteration 20F: 3 clusters Score -230879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230891.843750 Penalty: 752.477966
	Iteration 21Q: 3 clusters Score -230891.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -230903.640625 Penalty: 752.477966
	Iteration 22Q: 3 clusters Score -230903.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230919.093750 Penalty: 752.477966
	Iteration 23Q: 3 clusters Score -230919.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230938.796875 Penalty: 752.477966
	Iteration 24Q: 3 clusters Score -230938.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230965.109375 Penalty: 752.477966
	Iteration 25Q: 3 clusters Score -230965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -230991.265625 Penalty: 752.477966
	Iteration 26Q: 3 clusters Score -230991.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -231004.312500 Penalty: 752.477966
	Iteration 27Q: 3 clusters Score -231004.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231010.625000 Penalty: 752.477966
	Iteration 28Q: 3 clusters Score -231010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -231013.921875 Penalty: 752.477966
	Iteration 29Q: 3 clusters Score -231013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -231015.296875 Penalty: 752.477966
	Iteration 30Q: 3 clusters Score -231015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -231016.531250 Penalty: 752.477966
	Iteration 31Q: 3 clusters Score -231016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231017.390625 Penalty: 752.477966
	Iteration 32Q: 3 clusters Score -231017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -231017.609375 Penalty: 752.477966
	Iteration 33Q: 3 clusters Score -231017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -231017.781250 Penalty: 752.477966
	Iteration 34Q: 3 clusters Score -231017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -231017.765625 Penalty: 752.477966
	Iteration 35Q: 3 clusters Score -231017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -231017.765625 Penalty: 752.477966
	Iteration 36F: 3 clusters Score -231017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10354.240234 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10354.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10088.062500 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10088.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10178.336914 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10178.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10195.440430 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10195.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10203.460938 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10203.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10207.475586 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10207.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10216.449219 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10216.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10220.875977 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10220.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10226.154297 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10226.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10231.400391 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10236.943359 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10236.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10240.299805 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10240.299805 Penalty: 483.501770
	Iteration 11F: 3 clusters Score -10240.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -8310.366211 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -8310.366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8076.006836 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -8076.007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8227.696289 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -8227.696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8293.673828 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -8293.674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8336.213867 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -8336.214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8353.745117 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -8353.745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8368.279297 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -8368.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8389.001953 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -8389.002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8443.515625 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -8443.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8446.631836 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -8446.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8450.223633 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -8450.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8453.958008 Penalty: 460.118378
	Iteration 10Q: 3 clusters Score -8453.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8471.989258 Penalty: 460.118378
	Iteration 11Q: 3 clusters Score -8471.989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8471.989258 Penalty: 460.118378
	Iteration 12F: 3 clusters Score -8471.989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 68 members 
Entering Unmasked Estep 
Score: -58210156.000000 Penalty: 52866.046875
Splitting cluster 49 changes total score from -58210404.000000 to -58210156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (61881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Entering Unmasked Estep 
Score: -3720525.000000 Penalty: 502.000061
	Iteration 0F: 2 clusters Score -3720525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3678778.750000 Penalty: 1004.000122
	Iteration 0F: 3 clusters Score -3678779 nChanged 30137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3696233.250000 Penalty: 1004.000122
	Iteration 1F: 3 clusters Score -3696233 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3697015.000000 Penalty: 1004.000122
	Iteration 2Q: 3 clusters Score -3697015 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3698055.000000 Penalty: 1004.000122
	Iteration 3Q: 3 clusters Score -3698055 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3699726.500000 Penalty: 1004.000122
	Iteration 4F: 3 clusters Score -3699726 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3702437.750000 Penalty: 1004.000122
	Iteration 5F: 3 clusters Score -3702438 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3706237.500000 Penalty: 1004.000122
	Iteration 6F: 3 clusters Score -3706238 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3710260.750000 Penalty: 1004.000122
	Iteration 7F: 3 clusters Score -3710261 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3713290.750000 Penalty: 1004.000122
	Iteration 8F: 3 clusters Score -3713291 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3715178.750000 Penalty: 1004.000122
	Iteration 9Q: 3 clusters Score -3715179 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3716386.250000 Penalty: 1004.000122
	Iteration 10Q: 3 clusters Score -3716386 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3717335.750000 Penalty: 1004.000122
	Iteration 11Q: 3 clusters Score -3717336 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3718072.750000 Penalty: 1004.000122
	Iteration 12Q: 3 clusters Score -3718073 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3718691.000000 Penalty: 1004.000122
	Iteration 13Q: 3 clusters Score -3718691 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3719159.500000 Penalty: 1004.000122
	Iteration 14Q: 3 clusters Score -3719160 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3719492.500000 Penalty: 1004.000122
	Iteration 15Q: 3 clusters Score -3719492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3719710.750000 Penalty: 1004.000122
	Iteration 16Q: 3 clusters Score -3719711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3719831.000000 Penalty: 1004.000122
	Iteration 17Q: 3 clusters Score -3719831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3719900.000000 Penalty: 1004.000122
	Iteration 18Q: 3 clusters Score -3719900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3719944.750000 Penalty: 1004.000122
	Iteration 19Q: 3 clusters Score -3719945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3719971.250000 Penalty: 1004.000122
	Iteration 20F: 3 clusters Score -3719971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3719987.500000 Penalty: 1004.000122
	Iteration 21Q: 3 clusters Score -3719988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3720017.000000 Penalty: 1004.000122
	Iteration 22Q: 3 clusters Score -3720017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3720032.250000 Penalty: 1004.000122
	Iteration 23Q: 3 clusters Score -3720032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3720044.000000 Penalty: 1004.000122
	Iteration 24Q: 3 clusters Score -3720044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3720053.000000 Penalty: 1004.000122
	Iteration 25Q: 3 clusters Score -3720053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3720060.750000 Penalty: 1004.000122
	Iteration 26Q: 3 clusters Score -3720061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3720074.250000 Penalty: 1004.000122
	Iteration 27Q: 3 clusters Score -3720074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3720085.750000 Penalty: 1004.000122
	Iteration 28Q: 3 clusters Score -3720086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3720090.500000 Penalty: 1004.000122
	Iteration 29Q: 3 clusters Score -3720090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3720098.250000 Penalty: 1004.000122
	Iteration 30Q: 3 clusters Score -3720098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3720108.750000 Penalty: 1004.000122
	Iteration 31Q: 3 clusters Score -3720109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3720110.750000 Penalty: 1004.000122
	Iteration 32Q: 3 clusters Score -3720111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3720119.750000 Penalty: 1004.000122
	Iteration 33Q: 3 clusters Score -3720120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3720123.000000 Penalty: 1004.000122
	Iteration 34Q: 3 clusters Score -3720123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3720123.250000 Penalty: 1004.000122
	Iteration 35Q: 3 clusters Score -3720123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3720126.000000 Penalty: 1004.000122
	Iteration 36Q: 3 clusters Score -3720126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3720126.750000 Penalty: 1004.000122
	Iteration 37Q: 3 clusters Score -3720127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3720124.750000 Penalty: 1004.000122
	Iteration 38Q: 3 clusters Score -3720125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3720126.500000 Penalty: 1004.000122
	Iteration 39Q: 3 clusters Score -3720126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3720126.500000 Penalty: 1004.000122
	Iteration 40F: 3 clusters Score -3720126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -15932.486328 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -15932.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15582.303711 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -15582.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15662.635742 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -15662.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15691.704102 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -15691.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15709.017578 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -15709.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15720.538086 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -15720.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15731.331055 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -15731.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15743.072266 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -15743.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15757.625977 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -15757.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15776.624023 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -15776.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15795.038086 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -15795.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15802.949219 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -15802.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15804.735352 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -15804.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15809.250000 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -15809.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15815.083008 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -15815.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15823.156250 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -15823.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15830.087891 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -15830.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15858.813477 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -15858.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15867.421875 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -15867.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15867.878906 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -15867.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15867.878906 Penalty: 509.792816
	Iteration 19F: 3 clusters Score -15867.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -11230.929688 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11230.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10929.420898 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -10929.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11004.806641 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11004.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11045.386719 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11045.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11059.210938 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11059.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11080.085938 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11080.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11089.732422 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11089.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11100.756836 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11100.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11104.401367 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11106.990234 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11106.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11108.165039 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11108.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11109.428711 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11109.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11109.915039 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -11109.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11110.338867 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -11110.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11115.171875 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -11115.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11116.254883 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -11116.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11116.254883 Penalty: 495.260010
	Iteration 15F: 3 clusters Score -11116.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11522.957031 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11522.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11234.794922 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11234.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11310.419922 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11310.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11336.714844 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11336.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11350.816406 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11350.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11354.666992 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11354.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11354.666992 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -11354.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10099.171875 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10099.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9766.593750 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9766.594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9860.298828 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9860.299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9910.916016 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9910.916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9936.345703 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -9936.346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9943.897461 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -9943.897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9950.881836 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -9950.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9953.045898 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9953.046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9954.952148 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9954.952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9956.945312 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9956.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9958.885742 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9958.886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9965.176758 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -9965.177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9970.353516 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -9970.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9975.115234 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -9975.115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9979.121094 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -9979.121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9984.396484 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -9984.396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9986.085938 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -9986.086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9986.674805 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -9986.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9986.674805 Penalty: 517.822693
	Iteration 17F: 3 clusters Score -9986.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -18756.19 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 167 members 
Entering Unmasked Estep 
Score: -18394.798828 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -18394.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18471.660156 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -18471.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18501.500000 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -18501.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18525.673828 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -18525.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18540.283203 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -18540.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18549.953125 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -18549.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18552.705078 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -18552.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18554.259766 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -18554.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18556.085938 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -18556.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18558.382812 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -18558.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18559.546875 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -18559.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18561.625000 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -18561.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18561.625000 Penalty: 524.632385
	Iteration 12F: 3 clusters Score -18561.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -37694.511719 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -37694.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37150.511719 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -37150.51 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37350.425781 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -37350.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37415.328125 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -37415.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37473.277344 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -37473.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37553.894531 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -37553.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37601.539062 Penalty: 581.816772
	Iteration 5F: 3 clusters Score -37601.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37643.753906 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -37643.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37660.199219 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -37660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37663.339844 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -37663.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37666.949219 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -37666.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37672.964844 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -37672.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37675.511719 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -37675.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37676.148438 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -37676.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37676.148438 Penalty: 581.816772
	Iteration 13F: 3 clusters Score -37676.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -123030.054688 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -123030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -121575.000000 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -121575 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122170.710938 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -122170.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -122371.304688 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -122371.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -122535.203125 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -122535.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122670.601562 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -122670.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -122758.273438 Penalty: 693.439575
	Iteration 5Q: 3 clusters Score -122758.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -122806.132812 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -122806.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -122826.984375 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -122827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -122844.070312 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -122844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -122851.187500 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -122851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -122855.695312 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -122855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -122858.648438 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -122858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -122861.320312 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -122861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -122861.554688 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -122861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -122862.039062 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -122862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -122861.968750 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -122862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -122862.179688 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -122862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -122862.578125 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -122862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -122862.960938 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -122863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -122865.250000 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -122865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -122866.890625 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -122866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -122868.312500 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -122868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -122869.117188 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -122869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -122870.250000 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -122870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122871.054688 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -122871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122872.390625 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -122872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122873.687500 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -122873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -122874.132812 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -122874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -122874.750000 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -122874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -122874.992188 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -122875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -122875.046875 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -122875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -122875.164062 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -122875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -122875.164062 Penalty: 693.439575
	Iteration 32F: 3 clusters Score -122875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -71301.796875 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -71301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -70386.914062 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -70386.91 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70747.195312 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -70747.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -70818.828125 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -70818.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70863.406250 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -70863.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -70909.437500 Penalty: 642.503357
	Iteration 4Q: 3 clusters Score -70909.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70967.734375 Penalty: 642.503357
	Iteration 5F: 3 clusters Score -70967.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71006.851562 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -71006.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71021.890625 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -71021.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71030.429688 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -71030.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71033.375000 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -71033.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71036.906250 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -71036.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71039.750000 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -71039.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71041.210938 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -71041.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71042.171875 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -71042.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71042.375000 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -71042.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71042.851562 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -71042.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71043.726562 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -71043.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71044.328125 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -71044.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71044.515625 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -71044.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71044.656250 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -71044.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71044.656250 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -71044.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28693.335938 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28693.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28214.820312 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28214.82 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28328.958984 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28328.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28363.666016 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28363.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28376.636719 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28376.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28390.890625 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28390.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28403.185547 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28403.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28415.677734 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28415.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28425.126953 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28425.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28430.818359 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28430.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28436.062500 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28436.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28438.998047 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28443.271484 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28443.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28447.808594 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28447.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28449.830078 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28449.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28455.382812 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28455.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28462.818359 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28462.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28474.794922 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28474.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28484.019531 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28484.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28490.757812 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28490.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28498.113281 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28498.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28508.503906 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28518.853516 Penalty: 554.924744
	Iteration 21Q: 3 clusters Score -28518.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28551.884766 Penalty: 554.924744
	Iteration 22Q: 3 clusters Score -28551.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28571.818359 Penalty: 554.924744
	Iteration 23Q: 3 clusters Score -28571.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28610.734375 Penalty: 554.924744
	Iteration 24Q: 3 clusters Score -28610.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28641.507812 Penalty: 554.924744
	Iteration 25Q: 3 clusters Score -28641.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28664.722656 Penalty: 554.924744
	Iteration 26Q: 3 clusters Score -28664.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28685.574219 Penalty: 554.924744
	Iteration 27Q: 3 clusters Score -28685.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28689.175781 Penalty: 554.924744
	Iteration 28Q: 3 clusters Score -28689.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28694.304688 Penalty: 554.924744
	Iteration 29Q: 3 clusters Score -28694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28699.468750 Penalty: 554.924744
	Iteration 30Q: 3 clusters Score -28699.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28702.439453 Penalty: 554.924744
	Iteration 31Q: 3 clusters Score -28702.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28723.669922 Penalty: 554.924744
	Iteration 32Q: 3 clusters Score -28723.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28735.199219 Penalty: 554.924744
	Iteration 33Q: 3 clusters Score -28735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28735.199219 Penalty: 554.924744
	Iteration 34F: 3 clusters Score -28735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 160 members 
Entering Unmasked Estep 
Score: -58210004.000000 Penalty: 52866.046875
Splitting cluster 59 changes total score from -58210404.000000 to -58210004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9330.043945 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9330.044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9064.708984 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9064.709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9208.049805 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9208.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9279.297852 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9279.298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9316.331055 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9316.331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9376.916016 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9376.916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9429.142578 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9429.143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9461.756836 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9461.757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9475.878906 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9475.879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9502.372070 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9502.372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9523.229492 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9523.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9536.666016 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -9536.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9536.666016 Penalty: 485.715973
	Iteration 11F: 3 clusters Score -9536.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 102 members 
Entering Unmasked Estep 
Score: -58210264.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58210404.000000 to -58210264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17403.908203 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -17403.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17045.914062 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -17045.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17169.175781 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -17169.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17221.312500 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -17221.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17267.062500 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -17267.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17314.882812 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -17314.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17357.888672 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -17357.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17367.384766 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -17367.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17371.345703 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -17371.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17372.070312 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -17372.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17373.259766 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -17373.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17375.007812 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -17375.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17375.322266 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -17375.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17376.921875 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -17376.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17383.238281 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -17383.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17397.371094 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -17397.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17421.310547 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -17421.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17432.681641 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -17432.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17443.363281 Penalty: 526.047668
	Iteration 17Q: 3 clusters Score -17443.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17445.376953 Penalty: 526.047668
	Iteration 18Q: 3 clusters Score -17445.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17447.015625 Penalty: 526.047668
	Iteration 19Q: 3 clusters Score -17447.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17451.648438 Penalty: 526.047668
	Iteration 20F: 3 clusters Score -17451.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17461.333984 Penalty: 526.047668
	Iteration 21Q: 3 clusters Score -17461.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17462.837891 Penalty: 526.047668
	Iteration 22Q: 3 clusters Score -17462.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17462.837891 Penalty: 526.047668
	Iteration 23F: 3 clusters Score -17462.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 212 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 112 members 
Entering Unmasked Estep 
Score: -58210076.000000 Penalty: 52866.046875
Splitting cluster 61 changes total score from -58210404.000000 to -58210076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -22310.601562 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -22310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21949.058594 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21949.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22102.052734 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -22102.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22185.091797 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -22185.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22218.652344 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -22218.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22250.568359 Penalty: 526.886414
	Iteration 4F: 3 clusters Score -22250.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22265.125000 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -22265.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22273.185547 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -22273.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22278.136719 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -22278.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22279.599609 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -22279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22280.261719 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -22280.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22280.261719 Penalty: 526.886414
	Iteration 10F: 3 clusters Score -22280.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -25563.125000 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -25563.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25138.074219 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -25138.07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25294.433594 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -25294.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25339.015625 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -25339.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25364.882812 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -25364.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25397.652344 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -25397.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25409.505859 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -25409.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25426.001953 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -25426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25441.072266 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -25441.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25463.685547 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -25463.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25474.125000 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -25474.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25479.990234 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -25479.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25483.248047 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -25483.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25485.070312 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -25485.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25486.302734 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -25486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25486.302734 Penalty: 552.647095
	Iteration 14F: 3 clusters Score -25486.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (122213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Entering Unmasked Estep 
Score: -7371948.500000 Penalty: 532.965210
	Iteration 0F: 2 clusters Score -7371948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -7290606.000000 Penalty: 1065.930420
	Iteration 0F: 3 clusters Score -7290606 nChanged 60010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -7326662.500000 Penalty: 1065.930420
	Iteration 1F: 3 clusters Score -7326662 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -7328142.500000 Penalty: 1065.930420
	Iteration 2Q: 3 clusters Score -7328142 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -7330595.500000 Penalty: 1065.930420
	Iteration 3Q: 3 clusters Score -7330596 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -7334917.000000 Penalty: 1065.930420
	Iteration 4F: 3 clusters Score -7334917 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7341876.000000 Penalty: 1065.930420
	Iteration 5F: 3 clusters Score -7341876 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -7349748.000000 Penalty: 1065.930420
	Iteration 6F: 3 clusters Score -7349748 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -7354618.000000 Penalty: 1065.930420
	Iteration 7F: 3 clusters Score -7354618 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -7356666.000000 Penalty: 1065.930420
	Iteration 8Q: 3 clusters Score -7356666 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -7358046.000000 Penalty: 1065.930420
	Iteration 9Q: 3 clusters Score -7358046 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -7359359.500000 Penalty: 1065.930420
	Iteration 10Q: 3 clusters Score -7359360 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -7360584.500000 Penalty: 1065.930420
	Iteration 11Q: 3 clusters Score -7360584 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -7361834.500000 Penalty: 1065.930420
	Iteration 12Q: 3 clusters Score -7361834 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7363164.500000 Penalty: 1065.930420
	Iteration 13Q: 3 clusters Score -7363164 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -7364498.500000 Penalty: 1065.930420
	Iteration 14Q: 3 clusters Score -7364498 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7365663.000000 Penalty: 1065.930420
	Iteration 15Q: 3 clusters Score -7365663 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -7366729.500000 Penalty: 1065.930420
	Iteration 16Q: 3 clusters Score -7366730 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7367488.000000 Penalty: 1065.930420
	Iteration 17Q: 3 clusters Score -7367488 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7367947.500000 Penalty: 1065.930420
	Iteration 18Q: 3 clusters Score -7367948 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -7368220.500000 Penalty: 1065.930420
	Iteration 19Q: 3 clusters Score -7368220 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -7368393.500000 Penalty: 1065.930420
	Iteration 20F: 3 clusters Score -7368394 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7368567.000000 Penalty: 1065.930420
	Iteration 21Q: 3 clusters Score -7368567 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7368661.500000 Penalty: 1065.930420
	Iteration 22Q: 3 clusters Score -7368662 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -7368730.500000 Penalty: 1065.930420
	Iteration 23Q: 3 clusters Score -7368730 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -7368749.000000 Penalty: 1065.930420
	Iteration 24Q: 3 clusters Score -7368749 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -7368781.500000 Penalty: 1065.930420
	Iteration 25Q: 3 clusters Score -7368782 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -7368748.000000 Penalty: 1065.930420
	Iteration 26Q: 3 clusters Score -7368748 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -7368783.500000 Penalty: 1065.930420
	Iteration 27Q: 3 clusters Score -7368784 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -7368769.500000 Penalty: 1065.930420
	Iteration 28Q: 3 clusters Score -7368770 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -7368759.000000 Penalty: 1065.930420
	Iteration 29Q: 3 clusters Score -7368759 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7368790.000000 Penalty: 1065.930420
	Iteration 30Q: 3 clusters Score -7368790 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7368758.500000 Penalty: 1065.930420
	Iteration 31Q: 3 clusters Score -7368758 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -7368747.500000 Penalty: 1065.930420
	Iteration 32Q: 3 clusters Score -7368748 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -7368725.000000 Penalty: 1065.930420
	Iteration 33Q: 3 clusters Score -7368725 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -7368728.000000 Penalty: 1065.930420
	Iteration 34Q: 3 clusters Score -7368728 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -7368721.500000 Penalty: 1065.930420
	Iteration 35Q: 3 clusters Score -7368722 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -7368745.500000 Penalty: 1065.930420
	Iteration 36Q: 3 clusters Score -7368746 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7368762 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7368736 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7368728 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7368725 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7368699 nChanged 421
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Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7368648 nChanged 405
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Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7368633 nChanged 477
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Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7368612 nChanged 486
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Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7368604 nChanged 565
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Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7368625 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7368616 nChanged 507
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Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7368616 nChanged 518
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Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7368620 nChanged 543
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Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7368632 nChanged 545
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Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7368662 nChanged 571
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Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7368676 nChanged 523
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Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7368688 nChanged 556
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Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7368684 nChanged 526
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Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7368711 nChanged 441
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Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 34302 members 
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	Iteration 61Q: 3 clusters Score -7368699 nChanged 451
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Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7368727 nChanged 436
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Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7368718 nChanged 446
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Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7368740 nChanged 475
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Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7368723 nChanged 466
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Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 32028 members 
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	Iteration 66Q: 3 clusters Score -7368685 nChanged 479
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Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 31549 members 
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	Iteration 67Q: 3 clusters Score -7368710 nChanged 539
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Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 31010 members 
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	Iteration 68Q: 3 clusters Score -7368768 nChanged 550
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Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7368764 nChanged 511
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Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 29949 members 
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	Iteration 70Q: 3 clusters Score -7368780 nChanged 519
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Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7368802 nChanged 494
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Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 28936 members 
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	Iteration 72Q: 3 clusters Score -7368790 nChanged 485
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Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7368806 nChanged 492
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Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7368823 nChanged 512
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Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 27447 members 
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	Iteration 75Q: 3 clusters Score -7368854 nChanged 495
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Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7368838 nChanged 547
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Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7368872 nChanged 569
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Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 25836 members 
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	Iteration 78Q: 3 clusters Score -7368882 nChanged 595
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Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7368917 nChanged 623
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Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7368935 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 23983 members 
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	Iteration 81Q: 3 clusters Score -7368991 nChanged 608
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Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 23375 members 
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	Iteration 82Q: 3 clusters Score -7369006 nChanged 610
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Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 22765 members 
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	Iteration 83Q: 3 clusters Score -7369044 nChanged 613
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Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 22152 members 
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	Iteration 84Q: 3 clusters Score -7369074 nChanged 653
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Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 21499 members 
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	Iteration 85Q: 3 clusters Score -7369164 nChanged 660
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Mstep: Class 1 contains 101374 members 
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	Iteration 86Q: 3 clusters Score -7369178 nChanged 710
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Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 20129 members 
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	Iteration 87Q: 3 clusters Score -7369274 nChanged 766
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Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 19363 members 
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	Iteration 88Q: 3 clusters Score -7369338 nChanged 778
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Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 18585 members 
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	Iteration 89Q: 3 clusters Score -7369448 nChanged 762
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Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7369564 nChanged 792
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Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 17031 members 
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	Iteration 91Q: 3 clusters Score -7369612 nChanged 754
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Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7369673 nChanged 676
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Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 15601 members 
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	Iteration 93Q: 3 clusters Score -7369727 nChanged 676
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Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 14925 members 
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	Iteration 94Q: 3 clusters Score -7369783 nChanged 650
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Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 14275 members 
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	Iteration 95Q: 3 clusters Score -7369864 nChanged 668
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Mstep: Class 1 contains 108606 members 
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	Iteration 96Q: 3 clusters Score -7369927 nChanged 666
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Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 12941 members 
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	Iteration 97Q: 3 clusters Score -7370034 nChanged 660
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Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7370117 nChanged 633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110565 members 
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	Iteration 99Q: 3 clusters Score -7370166 nChanged 578
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Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7370236 nChanged 530
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Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7370306 nChanged 517
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Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 10027 members 
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	Iteration 102Q: 3 clusters Score -7370380 nChanged 494
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Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7370404 nChanged 487
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Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 9046 members 
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	Iteration 104Q: 3 clusters Score -7370459 nChanged 461
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Mstep: Class 1 contains 113628 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7370528 nChanged 443
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Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 8142 members 
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	Iteration 106Q: 3 clusters Score -7370597 nChanged 399
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Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7370660 nChanged 409
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Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 7334 members 
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	Iteration 108Q: 3 clusters Score -7370676 nChanged 387
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Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 6949 members 
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	Iteration 109Q: 3 clusters Score -7370745 nChanged 337
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Mstep: Class 1 contains 115601 members 
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	Iteration 110Q: 3 clusters Score -7370796 nChanged 336
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Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7370828 nChanged 348
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Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 5942 members 
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	Iteration 112Q: 3 clusters Score -7370848 nChanged 322
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Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 5624 members 
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	Iteration 113Q: 3 clusters Score -7370867 nChanged 296
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Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 5328 members 
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	Iteration 114Q: 3 clusters Score -7370927 nChanged 313
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	Iteration 115Q: 3 clusters Score -7370960 nChanged 315
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Mstep: Class 1 contains 117505 members 
Mstep: Class 2 contains 4708 members 
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	Iteration 116Q: 3 clusters Score -7371013 nChanged 294
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Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7371048 nChanged 295
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Mstep: Class 1 contains 118088 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7371098 nChanged 306
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Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 3823 members 
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	Iteration 119Q: 3 clusters Score -7371096 nChanged 285
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Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7371144 nChanged 250
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Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7371166 nChanged 194
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Mstep: Class 1 contains 119103 members 
Mstep: Class 2 contains 3110 members 
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	Iteration 122Q: 3 clusters Score -7371200 nChanged 218
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Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7371222 nChanged 211
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Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7371254 nChanged 211
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Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7371288 nChanged 195
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Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7371315 nChanged 142
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Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7371336 nChanged 138
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Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7371371.500000 Penalty: 1065.930420
	Iteration 128Q: 3 clusters Score -7371372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7371402.000000 Penalty: 1065.930420
	Iteration 129Q: 3 clusters Score -7371402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7371411.000000 Penalty: 1065.930420
	Iteration 130Q: 3 clusters Score -7371411 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7371409.500000 Penalty: 1065.930420
	Iteration 131Q: 3 clusters Score -7371410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7371423.000000 Penalty: 1065.930420
	Iteration 132Q: 3 clusters Score -7371423 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7371439.000000 Penalty: 1065.930420
	Iteration 133Q: 3 clusters Score -7371439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120725 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7371464.000000 Penalty: 1065.930420
	Iteration 134Q: 3 clusters Score -7371464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7371484.000000 Penalty: 1065.930420
	Iteration 135Q: 3 clusters Score -7371484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7371488.500000 Penalty: 1065.930420
	Iteration 136Q: 3 clusters Score -7371488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7371496.000000 Penalty: 1065.930420
	Iteration 137Q: 3 clusters Score -7371496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7371495.000000 Penalty: 1065.930420
	Iteration 138Q: 3 clusters Score -7371495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7371491.500000 Penalty: 1065.930420
	Iteration 139Q: 3 clusters Score -7371492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7371493.000000 Penalty: 1065.930420
	Iteration 140F: 3 clusters Score -7371493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7371488.000000 Penalty: 1065.930420
	Iteration 141Q: 3 clusters Score -7371488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7371490.000000 Penalty: 1065.930420
	Iteration 142Q: 3 clusters Score -7371490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7371495.000000 Penalty: 1065.930420
	Iteration 143Q: 3 clusters Score -7371495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7371487.500000 Penalty: 1065.930420
	Iteration 144Q: 3 clusters Score -7371488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7371493.000000 Penalty: 1065.930420
	Iteration 145Q: 3 clusters Score -7371493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7371497.000000 Penalty: 1065.930420
	Iteration 146Q: 3 clusters Score -7371497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7371499.000000 Penalty: 1065.930420
	Iteration 147Q: 3 clusters Score -7371499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121240 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7371506.500000 Penalty: 1065.930420
	Iteration 148Q: 3 clusters Score -7371506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7371506.500000 Penalty: 1065.930420
	Iteration 149Q: 3 clusters Score -7371506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7371496.000000 Penalty: 1065.930420
	Iteration 150Q: 3 clusters Score -7371496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7371495.500000 Penalty: 1065.930420
	Iteration 151Q: 3 clusters Score -7371496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7371495.000000 Penalty: 1065.930420
	Iteration 152Q: 3 clusters Score -7371495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7371500.000000 Penalty: 1065.930420
	Iteration 153Q: 3 clusters Score -7371500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7371508.000000 Penalty: 1065.930420
	Iteration 154Q: 3 clusters Score -7371508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121344 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7371508.000000 Penalty: 1065.930420
	Iteration 155Q: 3 clusters Score -7371508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7371502.500000 Penalty: 1065.930420
	Iteration 156Q: 3 clusters Score -7371502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121375 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7371504.500000 Penalty: 1065.930420
	Iteration 157Q: 3 clusters Score -7371504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7371510.500000 Penalty: 1065.930420
	Iteration 158Q: 3 clusters Score -7371510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7371516.500000 Penalty: 1065.930420
	Iteration 159Q: 3 clusters Score -7371516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7371517.000000 Penalty: 1065.930420
	Iteration 160F: 3 clusters Score -7371517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7371523.000000 Penalty: 1065.930420
	Iteration 161Q: 3 clusters Score -7371523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7371522.500000 Penalty: 1065.930420
	Iteration 162Q: 3 clusters Score -7371522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121434 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7371524.000000 Penalty: 1065.930420
	Iteration 163Q: 3 clusters Score -7371524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121437 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7371524.500000 Penalty: 1065.930420
	Iteration 164Q: 3 clusters Score -7371524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7371522.500000 Penalty: 1065.930420
	Iteration 165Q: 3 clusters Score -7371522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121443 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7371515.500000 Penalty: 1065.930420
	Iteration 166Q: 3 clusters Score -7371516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121445 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7371516.000000 Penalty: 1065.930420
	Iteration 167Q: 3 clusters Score -7371516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7371521.500000 Penalty: 1065.930420
	Iteration 168Q: 3 clusters Score -7371522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7371520.500000 Penalty: 1065.930420
	Iteration 169Q: 3 clusters Score -7371520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7371521.500000 Penalty: 1065.930420
	Iteration 170Q: 3 clusters Score -7371522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7371521.500000 Penalty: 1065.930420
	Iteration 171F: 3 clusters Score -7371522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -8643.292969 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -8643.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8424.728516 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -8424.729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8492.913086 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -8492.913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8518.024414 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -8518.024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8544.172852 Penalty: 452.882751
	Iteration 3F: 3 clusters Score -8544.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8553.333008 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -8553.333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8573.974609 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -8573.975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8655.020508 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -8655.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8655.934570 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -8655.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8664.572266 Penalty: 452.882751
	Iteration 8Q: 3 clusters Score -8664.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8674.082031 Penalty: 452.882751
	Iteration 9Q: 3 clusters Score -8674.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8684.807617 Penalty: 452.882751
	Iteration 10Q: 3 clusters Score -8684.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8693.333984 Penalty: 452.882751
	Iteration 11Q: 3 clusters Score -8693.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8698.611328 Penalty: 452.882751
	Iteration 12Q: 3 clusters Score -8698.611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8698.611328 Penalty: 452.882751
	Iteration 13F: 3 clusters Score -8698.611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 97 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 48 members 
Entering Unmasked Estep 
Score: -58210028.000000 Penalty: 52866.046875
Splitting cluster 65 changes total score from -58210404.000000 to -58210028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24927.980469 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24927.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24506.376953 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24506.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24628.232422 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24628.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24667.316406 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24667.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24702.818359 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -24702.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24737.525391 Penalty: 540.794739
	Iteration 4F: 3 clusters Score -24737.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24764.562500 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24764.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24797.576172 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24797.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24841.214844 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24841.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24859.031250 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24859.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24863.181641 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -24863.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24865.849609 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -24865.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24869.826172 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -24869.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24872.642578 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -24872.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24874.611328 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -24874.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24878.890625 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -24878.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24887.580078 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -24887.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24905.955078 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -24905.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24914.164062 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -24914.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24919.902344 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -24919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24922.033203 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -24922.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24923.679688 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -24923.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24924.806641 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -24924.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24924.806641 Penalty: 540.794739
	Iteration 22F: 3 clusters Score -24924.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13181.241211 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13181.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12879.324219 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -12879.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12955.733398 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -12955.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12987.876953 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -12987.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13000.220703 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13000.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13005.478516 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13005.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13007.059570 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13007.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13007.591797 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13007.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13007.907227 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13007.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13007.907227 Penalty: 487.019104
	Iteration 8F: 3 clusters Score -13007.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11408.319336 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11408.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11119.235352 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11119.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11187.772461 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11187.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11203.261719 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11203.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11212.697266 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11219.728516 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11219.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11224.967773 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11224.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11226.584961 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11226.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11229.623047 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -11229.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11231.055664 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -11231.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11231.055664 Penalty: 476.516235
	Iteration 9F: 3 clusters Score -11231.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6855.615234 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6855.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6610.541504 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6610.542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6733.955566 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6733.956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6782.058594 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6782.059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6832.816406 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6832.816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6852.320801 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -6852.321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6865.814453 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6865.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6875.981445 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6875.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6877.548828 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6877.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6879.364258 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6879.364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6881.280273 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6881.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6884.875488 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6884.875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6891.145020 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -6891.145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6900.395020 Penalty: 454.129395
	Iteration 12Q: 3 clusters Score -6900.395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6913.683105 Penalty: 454.129395
	Iteration 13Q: 3 clusters Score -6913.683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6915.098145 Penalty: 454.129395
	Iteration 14Q: 3 clusters Score -6915.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6915.966309 Penalty: 454.129395
	Iteration 15Q: 3 clusters Score -6915.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6915.966309 Penalty: 454.129395
	Iteration 16F: 3 clusters Score -6915.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 63 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 84 members 
Entering Unmasked Estep 
Score: -58210052.000000 Penalty: 52866.046875
Splitting cluster 69 changes total score from -58210404.000000 to -58210052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11191.580078 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11191.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10895.412109 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10895.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10953.675781 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10953.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10974.354492 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10974.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10993.073242 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -10993.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11023.424805 Penalty: 490.820129
	Iteration 4F: 3 clusters Score -11023.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11050.787109 Penalty: 490.820129
	Iteration 5F: 3 clusters Score -11050.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11069.963867 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11069.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11096.581055 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -11096.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11113.014648 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -11113.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11114.633789 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -11114.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11114.633789 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -11114.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13436.682617 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13436.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13135.401367 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13135.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13262.880859 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13262.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13324.081055 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13324.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13365.859375 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13365.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13394.326172 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13394.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13425.559570 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13425.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13456.705078 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13456.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13463.632812 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13463.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13466.923828 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13466.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13470.798828 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -13470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13473.250977 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -13473.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13473.250977 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -13473.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 71 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 152 members 
Entering Unmasked Estep 
Score: -58209988.000000 Penalty: 52866.046875
Splitting cluster 71 changes total score from -58210404.000000 to -58209988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14478.263672 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -14478.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14178.901367 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14178.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14319.585938 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14319.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14359.416016 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14359.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14375.999023 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -14376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14378.281250 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14378.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14378.281250 Penalty: 506.022034
	Iteration 5F: 3 clusters Score -14378.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6328.548340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6328.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6094.338379 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6094.338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6132.369141 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6132.369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6150.575195 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -6150.575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6156.822266 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6156.822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6159.000000 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6159.000000 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -6159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8408.219727 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8408.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8151.462891 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8151.463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8231.911133 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8231.911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8261.008789 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8261.009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8286.747070 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8286.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8289.765625 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8289.766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8291.400391 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8292.295898 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8292.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8294.291016 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8294.291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8300.364258 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8300.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8303.230469 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -8303.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8303.900391 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -8303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8303.900391 Penalty: 461.840820
	Iteration 11F: 3 clusters Score -8303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -11352.856445 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -11352.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11083.123047 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -11083.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11144.978516 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -11144.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11173.429688 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -11173.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11199.620117 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -11199.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11213.941406 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -11213.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11218.214844 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -11218.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11227.687500 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -11227.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11239.424805 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -11239.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11246.265625 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -11246.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11247.107422 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -11247.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11247.107422 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -11247.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -24312.863281 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -24312.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23908.339844 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -23908.34 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24079.492188 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -24079.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24151.355469 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -24151.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24196.193359 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -24196.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24229.597656 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -24229.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24257.337891 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -24257.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24286.861328 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -24286.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24313.646484 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -24313.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24326.636719 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -24326.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24340.316406 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -24340.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24349.919922 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -24349.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24353.234375 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -24353.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24357.207031 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -24357.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24358.365234 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -24358.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24362.083984 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -24362.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24366.978516 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -24366.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24372.009766 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -24372.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24373.410156 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -24373.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24373.410156 Penalty: 549.446228
	Iteration 18F: 3 clusters Score -24373.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 148 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 271 members 
Entering Unmasked Estep 
Score: -58210116.000000 Penalty: 52866.046875
Splitting cluster 76 changes total score from -58210404.000000 to -58210116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -23647.984375 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -23647.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23228.541016 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23228.54 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23396.859375 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23396.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23458.097656 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23458.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23478.076172 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -23478.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23489.919922 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23489.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23499.244141 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -23499.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23509.054688 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23509.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23517.740234 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23517.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23523.642578 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23523.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23528.251953 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -23528.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23532.205078 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -23532.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23533.314453 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -23533.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23534.642578 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -23534.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23536.302734 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -23536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23536.302734 Penalty: 542.919373
	Iteration 14F: 3 clusters Score -23536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -12655.960938 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -12655.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12375.798828 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -12375.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12452.108398 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -12452.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12465.977539 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -12465.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12477.989258 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -12477.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12492.982422 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -12492.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12505.012695 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -12505.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12514.435547 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -12514.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12529.156250 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -12529.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12542.285156 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -12542.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12547.130859 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -12547.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12550.307617 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -12550.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12564.278320 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -12564.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12568.631836 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -12568.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12570.446289 Penalty: 483.501770
	Iteration 13Q: 3 clusters Score -12570.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12571.225586 Penalty: 483.501770
	Iteration 14Q: 3 clusters Score -12571.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12571.225586 Penalty: 483.501770
	Iteration 15F: 3 clusters Score -12571.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4655.242188 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4655.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4438.612305 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4438.612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4493.959473 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4493.959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4506.202637 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -4506.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9047.948242 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -9047.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8763.858398 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8763.858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8856.327148 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8856.327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8912.458984 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8912.459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8977.262695 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -8977.263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8988.265625 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8988.266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8994.088867 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8994.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8999.500000 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9006.660156 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -9006.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9009.610352 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -9009.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9010.744141 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -9010.744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9010.744141 Penalty: 493.268707
	Iteration 10F: 3 clusters Score -9010.744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6096.189453 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6096.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5900.731445 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5900.731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6004.031738 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6004.032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6059.514160 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -6059.514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6243.935059 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6243.935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6287.315430 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -6287.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6288.929199 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -6288.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6288.929199 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -6288.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 77 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 27 members 
Entering Unmasked Estep 
Score: -58210144.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58210404.000000 to -58210144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14446.834961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -14446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14139.433594 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -14139.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14223.344727 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -14223.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14256.342773 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -14256.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14281.054688 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -14281.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14297.514648 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -14297.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14307.630859 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -14307.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14313.057617 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -14313.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14315.323242 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -14315.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14316.789062 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -14316.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14316.789062 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -14316.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5007.027344 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5007.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4834.152832 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4834.153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4873.225098 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4873.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4880.276367 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -4880.276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4883.314941 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4883.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4888.814453 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4888.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4905.158691 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4905.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4905.158691 Penalty: 408.465912
	Iteration 6F: 3 clusters Score -4905.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125390 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118164 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151612 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1239 members 
Mstep: Class 25 contains 10018 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122213 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210388.000000 Penalty: 52236.687500
Iteration 479Q: 84 clusters Score -5.821039e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125387 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118165 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138527 members 
Mstep: Class 20 contains 11110 members 
Mstep: Class 21 contains 151615 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3893 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122212 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210384.000000 Penalty: 52236.687500
Iteration 480F: 84 clusters Score -5.821038e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125385 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118166 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138528 members 
Mstep: Class 20 contains 11106 members 
Mstep: Class 21 contains 151627 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1235 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2591 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3883 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122215 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210400.000000 Penalty: 52236.687500
Iteration 481Q: 84 clusters Score -5.82104e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111574 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125381 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5259 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118167 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138528 members 
Mstep: Class 20 contains 11102 members 
Mstep: Class 21 contains 151628 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1232 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3876 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122225 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210352.000000 Penalty: 52236.687500
Iteration 482Q: 84 clusters Score -5.821035e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111574 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125377 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118170 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 21 contains 151613 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1228 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3867 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61884 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122247 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210404.000000 Penalty: 52236.687500
Iteration 483Q: 84 clusters Score -5.82104e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111573 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125377 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118174 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138525 members 
Mstep: Class 20 contains 11108 members 
Mstep: Class 21 contains 151592 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1226 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3865 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61881 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122268 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 52236.687500
Iteration 484Q: 84 clusters Score -5.821044e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125375 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118174 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138527 members 
Mstep: Class 20 contains 11109 members 
Mstep: Class 21 contains 151588 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1225 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3862 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61882 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122275 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210436.000000 Penalty: 52236.687500
Iteration 485Q: 84 clusters Score -5.821044e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125374 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118175 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138527 members 
Mstep: Class 20 contains 11110 members 
Mstep: Class 21 contains 151591 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3856 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61882 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122277 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210420.000000 Penalty: 52236.687500
Iteration 486Q: 84 clusters Score -5.821042e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125374 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5271 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118175 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 151602 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1212 members 
Mstep: Class 25 contains 10020 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3850 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61880 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122272 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210384.000000 Penalty: 52236.687500
Iteration 487Q: 84 clusters Score -5.821038e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118176 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 151599 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1214 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3848 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61873 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122274 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210404.000000 Penalty: 52236.687500
Iteration 488Q: 84 clusters Score -5.82104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125381 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118177 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138526 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 151589 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3845 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61870 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122289 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 52236.687500
Iteration 489Q: 84 clusters Score -5.821043e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125382 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118178 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138525 members 
Mstep: Class 20 contains 11112 members 
Mstep: Class 21 contains 151581 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3842 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61869 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122304 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210392.000000 Penalty: 52236.687500
Iteration 490Q: 84 clusters Score -5.821039e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125381 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118178 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138524 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 151563 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3842 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61870 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122321 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210376.000000 Penalty: 52236.687500
Iteration 491Q: 84 clusters Score -5.821038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125380 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118178 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138524 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 151556 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3841 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61871 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122328 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210368.000000 Penalty: 52236.687500
Iteration 492Q: 84 clusters Score -5.821037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125380 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118178 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138523 members 
Mstep: Class 20 contains 11114 members 
Mstep: Class 21 contains 151544 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3843 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61875 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122342 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210336.000000 Penalty: 52236.687500
Iteration 493Q: 84 clusters Score -5.821034e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125379 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138522 members 
Mstep: Class 20 contains 11114 members 
Mstep: Class 21 contains 151539 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3849 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61875 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122351 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210332.000000 Penalty: 52236.687500
Iteration 494Q: 84 clusters Score -5.821033e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138520 members 
Mstep: Class 20 contains 11118 members 
Mstep: Class 21 contains 151537 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61877 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122350 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210380.000000 Penalty: 52236.687500
Iteration 495Q: 84 clusters Score -5.821038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138520 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 151544 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3851 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61877 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122336 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210428.000000 Penalty: 52236.687500
Iteration 496Q: 84 clusters Score -5.821043e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118184 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138520 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 151561 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61872 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122314 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210432.000000 Penalty: 52236.687500
Iteration 497Q: 84 clusters Score -5.821043e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111573 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118185 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138519 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 151579 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3855 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61871 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122298 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210388.000000 Penalty: 52236.687500
Iteration 498Q: 84 clusters Score -5.821039e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111574 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125378 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118186 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138518 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 151600 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3856 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61869 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122282 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210288.000000 Penalty: 52236.687500
Iteration 499Q: 84 clusters Score -5.821029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 125376 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 385 members 
Mstep: Class 11 contains 5234 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 72886 members 
Mstep: Class 15 contains 118189 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 138518 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 151624 members 
Mstep: Class 22 contains 164 members 
Mstep: Class 23 contains 147 members 
Mstep: Class 24 contains 1213 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 580 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 249 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 596 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 180 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 3855 members 
Mstep: Class 48 contains 203 members 
Mstep: Class 49 contains 157 members 
Mstep: Class 50 contains 61870 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 231 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 319 members 
Mstep: Class 56 contains 598 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 445 members 
Mstep: Class 60 contains 208 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 434 members 
Mstep: Class 64 contains 122266 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 211 members 
Mstep: Class 68 contains 188 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 220 members 
Mstep: Class 71 contains 223 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 111 members 
Mstep: Class 74 contains 160 members 
Mstep: Class 75 contains 187 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 98 members 
Mstep: Class 80 contains 226 members 
Mstep: Class 81 contains 104 members 
Mstep: Class 82 contains 242 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58210288.000000 Penalty: 52236.687500
Iteration 500F: 84 clusters Score -5.821029e+07 nChanged 73
Maximum iterations exceeded
22->84 Clusters: Score -58210288.000000, best is -58211396.000000

Starting from 23 clusters...
--- Clustering full data set of 1016664 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 46206 members 
Mstep: Class 3 contains 45999 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 46294 members 
Mstep: Class 6 contains 46588 members 
Mstep: Class 7 contains 45724 members 
Mstep: Class 8 contains 46081 members 
Mstep: Class 9 contains 46003 members 
Mstep: Class 10 contains 46535 members 
Mstep: Class 11 contains 46350 members 
Mstep: Class 12 contains 46333 members 
Mstep: Class 13 contains 46184 members 
Mstep: Class 14 contains 46515 members 
Mstep: Class 15 contains 46141 members 
Mstep: Class 16 contains 46164 members 
Mstep: Class 17 contains 46363 members 
Mstep: Class 18 contains 45937 members 
Mstep: Class 19 contains 46049 members 
Mstep: Class 20 contains 46332 members 
Mstep: Class 21 contains 46273 members 
Mstep: Class 22 contains 46116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 120.020691 but Gain 629.357422
Score: -48947516.000000 Penalty: 13216.511719
Iteration 0F: 22 clusters Score -4.894752e+07 nChanged 970979
Entering Unmasked Mstep 
Mstep: Class 0 contains 10961 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 25570 members 
Mstep: Class 4 contains 29898 members 
Mstep: Class 5 contains 42006 members 
Mstep: Class 6 contains 38484 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 64100 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 41975 members 
Mstep: Class 11 contains 26001 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 16213 members 
Mstep: Class 14 contains 14325 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 64350 members 
Mstep: Class 17 contains 21774 members 
Mstep: Class 18 contains 338987 members 
Mstep: Class 19 contains 45041 members 
Mstep: Class 20 contains 96697 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 22 contains 34153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -55467068.000000 Penalty: 13216.511719
Iteration 1F: 22 clusters Score -5.546707e+07 nChanged 371725
Entering Unmasked Mstep 
Mstep: Class 0 contains 7740 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 34622 members 
Mstep: Class 4 contains 17439 members 
Mstep: Class 5 contains 53497 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 75050 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 19836 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 58305 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 459345 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 114028 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 5429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 607.441467 but Gain 629.358398
Score: -56280112.000000 Penalty: 12587.153320
Iteration 2F: 21 clusters Score -5.628011e+07 nChanged 222304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4200 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 46371 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 5 contains 66139 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 81409 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 21233 members 
Mstep: Class 11 contains 11436 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 4938 members 
Mstep: Class 14 contains 5593 members 
Mstep: Class 16 contains 49097 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 447384 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 147149 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56849208.000000 Penalty: 12587.153320
Iteration 3F: 21 clusters Score -5.684921e+07 nChanged 175135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 64958 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 71271 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 81482 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 17599 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 9211 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 13800 members 
Mstep: Class 18 contains 428602 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 174601 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57131860.000000 Penalty: 12587.153320
Iteration 4F: 21 clusters Score -5.713186e+07 nChanged 162626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1029 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 88224 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 72016 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 100672 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 17823 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 19894 members 
Mstep: Class 18 contains 383058 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 186662 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 291.061829 but Gain 629.357422
Score: -57370308.000000 Penalty: 11957.795898
Iteration 5F: 20 clusters Score -5.737031e+07 nChanged 146379
Entering Unmasked Mstep 
Mstep: Class 0 contains 952 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 110409 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 74622 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 132049 members 
Mstep: Class 9 contains 4706 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 5385 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 16 contains 34981 members 
Mstep: Class 17 contains 26054 members 
Mstep: Class 18 contains 334537 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 180716 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57535496.000000 Penalty: 11957.795898
Iteration 6F: 20 clusters Score -5.75355e+07 nChanged 114766
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 131532 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 75583 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 157436 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 16 contains 31353 members 
Mstep: Class 17 contains 27569 members 
Mstep: Class 18 contains 296044 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 173173 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 370.326935 but Gain 629.357422
Score: -57648056.000000 Penalty: 11328.438477
Iteration 7F: 19 clusters Score -5.764806e+07 nChanged 96313
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 152964 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 76480 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 8 contains 174472 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 13781 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 5525 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 16 contains 27964 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 260536 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 169874 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57743964.000000 Penalty: 11328.438477
Iteration 8F: 19 clusters Score -5.774396e+07 nChanged 80297
Entering Unmasked Mstep 
Mstep: Class 0 contains 592 members 
Mstep: Class 1 contains 97046 members 
Mstep: Class 2 contains 174317 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 76371 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 8 contains 182412 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 11765 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 3957 members 
Mstep: Class 16 contains 26264 members 
Mstep: Class 17 contains 25307 members 
Mstep: Class 18 contains 224976 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 170011 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57848444.000000 Penalty: 11328.438477
Iteration 9F: 19 clusters Score -5.784844e+07 nChanged 62384
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 190448 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 76189 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 8 contains 185591 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 10023 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 16 contains 26397 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 196327 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 170231 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57929560.000000 Penalty: 11328.438477
Iteration 10F: 19 clusters Score -5.792956e+07 nChanged 42729
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 194956 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 75947 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 8 contains 188049 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 4192 members 
Mstep: Class 16 contains 28413 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 18 contains 182282 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 171311 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57965896.000000 Penalty: 11328.438477
Iteration 11Q: 19 clusters Score -5.79659e+07 nChanged 30469
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 115782 members 
Mstep: Class 2 contains 194801 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 75676 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 8 contains 189455 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 16 contains 30890 members 
Mstep: Class 17 contains 26273 members 
Mstep: Class 18 contains 175979 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 171509 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57979564.000000 Penalty: 11328.438477
Iteration 12Q: 19 clusters Score -5.797956e+07 nChanged 23898
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 193625 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 75376 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 8 contains 190004 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 12 contains 7506 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 16 contains 33467 members 
Mstep: Class 17 contains 27411 members 
Mstep: Class 18 contains 171681 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 170544 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57989332.000000 Penalty: 11328.438477
Iteration 13Q: 19 clusters Score -5.798933e+07 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 192259 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 75058 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 8 contains 189768 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 16 contains 36323 members 
Mstep: Class 17 contains 28858 members 
Mstep: Class 18 contains 167552 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 168870 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57996616.000000 Penalty: 11328.438477
Iteration 14Q: 19 clusters Score -5.799662e+07 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 191063 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 74747 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 8 contains 188628 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 16 contains 39303 members 
Mstep: Class 17 contains 30701 members 
Mstep: Class 18 contains 162892 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 166793 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58002192.000000 Penalty: 11328.438477
Iteration 15Q: 19 clusters Score -5.800219e+07 nChanged 19863
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 190288 members 
Mstep: Class 4 contains 1813 members 
Mstep: Class 5 contains 74463 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 8 contains 186581 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 16 contains 42495 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 157602 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 164563 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58007664.000000 Penalty: 11328.438477
Iteration 16Q: 19 clusters Score -5.800766e+07 nChanged 20171
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 190021 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 74193 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 8 contains 183675 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 5907 members 
Mstep: Class 14 contains 5695 members 
Mstep: Class 16 contains 46032 members 
Mstep: Class 17 contains 34982 members 
Mstep: Class 18 contains 151895 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 162113 members 
Mstep: Class 21 contains 1888 members 
Mstep: Class 22 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58008972.000000 Penalty: 11328.438477
Iteration 17Q: 19 clusters Score -5.800897e+07 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 190330 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 73960 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 8 contains 179905 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 12 contains 6889 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 16 contains 49713 members 
Mstep: Class 17 contains 37331 members 
Mstep: Class 18 contains 145716 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 159654 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58011580.000000 Penalty: 11328.438477
Iteration 18Q: 19 clusters Score -5.801158e+07 nChanged 21168
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 191018 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 73736 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 8 contains 175243 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 16 contains 53597 members 
Mstep: Class 17 contains 39651 members 
Mstep: Class 18 contains 139590 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 157505 members 
Mstep: Class 21 contains 1970 members 
Mstep: Class 22 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58013196.000000 Penalty: 11328.438477
Iteration 19Q: 19 clusters Score -5.80132e+07 nChanged 20785
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 192181 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 73547 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 8 contains 169654 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 16 contains 57695 members 
Mstep: Class 17 contains 41864 members 
Mstep: Class 18 contains 134031 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 155626 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58017368.000000 Penalty: 11328.438477
Iteration 20F: 19 clusters Score -5.801737e+07 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 192603 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 73400 members 
Mstep: Class 6 contains 685 members 
Mstep: Class 8 contains 164281 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 16 contains 62171 members 
Mstep: Class 17 contains 44931 members 
Mstep: Class 18 contains 129050 members 
Mstep: Class 19 contains 2373 members 
Mstep: Class 20 contains 152991 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58021556.000000 Penalty: 11328.438477
Iteration 21Q: 19 clusters Score -5.802156e+07 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 192248 members 
Mstep: Class 4 contains 2410 members 
Mstep: Class 5 contains 73282 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 8 contains 159512 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 5987 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 16 contains 66749 members 
Mstep: Class 17 contains 47993 members 
Mstep: Class 18 contains 124680 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 150392 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58027092.000000 Penalty: 11328.438477
Iteration 22Q: 19 clusters Score -5.802709e+07 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 365 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 191580 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 73189 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 8 contains 154913 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 16 contains 71578 members 
Mstep: Class 17 contains 51008 members 
Mstep: Class 18 contains 120919 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 147674 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58034124.000000 Penalty: 11328.438477
Iteration 23Q: 19 clusters Score -5.803412e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 190642 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 73113 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 8 contains 150702 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 16 contains 76453 members 
Mstep: Class 17 contains 53850 members 
Mstep: Class 18 contains 117855 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 144857 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58038148.000000 Penalty: 11328.438477
Iteration 24Q: 19 clusters Score -5.803815e+07 nChanged 16880
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 189583 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 73051 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 8 contains 146822 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 16 contains 81415 members 
Mstep: Class 17 contains 56565 members 
Mstep: Class 18 contains 115393 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 141821 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58041876.000000 Penalty: 11328.438477
Iteration 25Q: 19 clusters Score -5.804188e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 188449 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 73000 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 8 contains 143207 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 6416 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 59013 members 
Mstep: Class 18 contains 113613 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 138678 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58044804.000000 Penalty: 11328.438477
Iteration 26Q: 19 clusters Score -5.80448e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 187284 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 72950 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 8 contains 139756 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 6790 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 16 contains 91513 members 
Mstep: Class 17 contains 61325 members 
Mstep: Class 18 contains 112248 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 135525 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58047724.000000 Penalty: 11328.438477
Iteration 27Q: 19 clusters Score -5.804772e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 174786 members 
Mstep: Class 2 contains 185981 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 72910 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 8 contains 136661 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 7145 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 16 contains 96512 members 
Mstep: Class 17 contains 63501 members 
Mstep: Class 18 contains 111326 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 132301 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 22 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58049316.000000 Penalty: 11328.438477
Iteration 28Q: 19 clusters Score -5.804932e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 377 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 184882 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 72872 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 8 contains 133884 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 16 contains 101306 members 
Mstep: Class 17 contains 65535 members 
Mstep: Class 18 contains 110837 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 128916 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58052356.000000 Penalty: 11328.438477
Iteration 29Q: 19 clusters Score -5.805236e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 183944 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 72843 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 8 contains 131360 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 7748 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 6966 members 
Mstep: Class 16 contains 105705 members 
Mstep: Class 17 contains 67522 members 
Mstep: Class 18 contains 110726 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 125567 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58053820.000000 Penalty: 11328.438477
Iteration 30Q: 19 clusters Score -5.805382e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 183123 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 72820 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 8 contains 129433 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 6982 members 
Mstep: Class 16 contains 109629 members 
Mstep: Class 17 contains 69497 members 
Mstep: Class 18 contains 110948 members 
Mstep: Class 19 contains 2837 members 
Mstep: Class 20 contains 122005 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58056116.000000 Penalty: 11328.438477
Iteration 31Q: 19 clusters Score -5.805612e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 182524 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 72800 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 8 contains 128077 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 8183 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 16 contains 112958 members 
Mstep: Class 17 contains 71352 members 
Mstep: Class 18 contains 111493 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 118411 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58057560.000000 Penalty: 11328.438477
Iteration 32Q: 19 clusters Score -5.805756e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 174170 members 
Mstep: Class 2 contains 182077 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 72787 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 8 contains 127005 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 16 contains 115774 members 
Mstep: Class 17 contains 73050 members 
Mstep: Class 18 contains 112397 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 115119 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58058836.000000 Penalty: 11328.438477
Iteration 33Q: 19 clusters Score -5.805884e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 173163 members 
Mstep: Class 2 contains 181704 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 72776 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 8 contains 126167 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 8423 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 7016 members 
Mstep: Class 16 contains 118046 members 
Mstep: Class 17 contains 74628 members 
Mstep: Class 18 contains 113618 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 112176 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58059312.000000 Penalty: 11328.438477
Iteration 34Q: 19 clusters Score -5.805931e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 171975 members 
Mstep: Class 2 contains 181306 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 72767 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 8 contains 125436 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7033 members 
Mstep: Class 16 contains 120038 members 
Mstep: Class 17 contains 76101 members 
Mstep: Class 18 contains 115075 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 109503 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58059964.000000 Penalty: 11328.438477
Iteration 35Q: 19 clusters Score -5.805996e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 180932 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 72751 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 8 contains 124811 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 16 contains 121800 members 
Mstep: Class 17 contains 77514 members 
Mstep: Class 18 contains 116900 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 107020 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58060684.000000 Penalty: 11328.438477
Iteration 36Q: 19 clusters Score -5.806068e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 180475 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72741 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 8 contains 124229 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 16 contains 123320 members 
Mstep: Class 17 contains 78941 members 
Mstep: Class 18 contains 118871 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 104818 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58061652.000000 Penalty: 11328.438477
Iteration 37Q: 19 clusters Score -5.806165e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 179904 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 8 contains 123789 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 12 contains 6448 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 16 contains 124696 members 
Mstep: Class 17 contains 80280 members 
Mstep: Class 18 contains 121050 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 102859 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58062240.000000 Penalty: 11328.438477
Iteration 38Q: 19 clusters Score -5.806224e+07 nChanged 9034
Entering ConstructFrom: 
Score: -58062240.000000 Penalty: 11328.438477
Entering ConstructFrom: 
Trying to split cluster 1 (164713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Entering Unmasked Estep 
Score: -9832420.000000 Penalty: 546.544189
	Iteration 0F: 2 clusters Score -9832420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -9723929.000000 Penalty: 1093.088379
	Iteration 0F: 3 clusters Score -9723929 nChanged 80756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -9773769.000000 Penalty: 1093.088379
	Iteration 1F: 3 clusters Score -9773769 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -9776204.000000 Penalty: 1093.088379
	Iteration 2Q: 3 clusters Score -9776204 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -9780243.000000 Penalty: 1093.088379
	Iteration 3Q: 3 clusters Score -9780243 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -9787085.000000 Penalty: 1093.088379
	Iteration 4F: 3 clusters Score -9787085 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -9797063.000000 Penalty: 1093.088379
	Iteration 5F: 3 clusters Score -9797063 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -9808400.000000 Penalty: 1093.088379
	Iteration 6F: 3 clusters Score -9808400 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -9817752.000000 Penalty: 1093.088379
	Iteration 7F: 3 clusters Score -9817752 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -9823824.000000 Penalty: 1093.088379
	Iteration 8Q: 3 clusters Score -9823824 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -9827199.000000 Penalty: 1093.088379
	Iteration 9Q: 3 clusters Score -9827199 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -9829226.000000 Penalty: 1093.088379
	Iteration 10Q: 3 clusters Score -9829226 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
Score: -9830362.000000 Penalty: 1093.088379
	Iteration 11Q: 3 clusters Score -9830362 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -9831124.000000 Penalty: 1093.088379
	Iteration 12Q: 3 clusters Score -9831124 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 159916 members 
Entering Unmasked Estep 
Score: -9831509.000000 Penalty: 1093.088379
	Iteration 13Q: 3 clusters Score -9831509 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -9831732.000000 Penalty: 1093.088379
	Iteration 14Q: 3 clusters Score -9831732 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 161085 members 
Entering Unmasked Estep 
Score: -9831873.000000 Penalty: 1093.088379
	Iteration 15Q: 3 clusters Score -9831873 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -9831938.000000 Penalty: 1093.088379
	Iteration 16Q: 3 clusters Score -9831938 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 161803 members 
Entering Unmasked Estep 
Score: -9832028.000000 Penalty: 1093.088379
	Iteration 17Q: 3 clusters Score -9832028 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -9832076.000000 Penalty: 1093.088379
	Iteration 18Q: 3 clusters Score -9832076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -9832119.000000 Penalty: 1093.088379
	Iteration 19Q: 3 clusters Score -9832119 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 162540 members 
Entering Unmasked Estep 
Score: -9832181.000000 Penalty: 1093.088379
	Iteration 20F: 3 clusters Score -9832181 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -9832235.000000 Penalty: 1093.088379
	Iteration 21Q: 3 clusters Score -9832235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -9832242.000000 Penalty: 1093.088379
	Iteration 22Q: 3 clusters Score -9832242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -9832281.000000 Penalty: 1093.088379
	Iteration 23Q: 3 clusters Score -9832281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -9832297.000000 Penalty: 1093.088379
	Iteration 24Q: 3 clusters Score -9832297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -9832281.000000 Penalty: 1093.088379
	Iteration 25Q: 3 clusters Score -9832281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -9832281.000000 Penalty: 1093.088379
	Iteration 26Q: 3 clusters Score -9832281 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -9832297.000000 Penalty: 1093.088379
	Iteration 27Q: 3 clusters Score -9832297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -9832311.000000 Penalty: 1093.088379
	Iteration 28Q: 3 clusters Score -9832311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 163585 members 
Entering Unmasked Estep 
Score: -9832305.000000 Penalty: 1093.088379
	Iteration 29Q: 3 clusters Score -9832305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 163646 members 
Entering Unmasked Estep 
Score: -9832309.000000 Penalty: 1093.088379
	Iteration 30Q: 3 clusters Score -9832309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -9832291.000000 Penalty: 1093.088379
	Iteration 31Q: 3 clusters Score -9832291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -9832319.000000 Penalty: 1093.088379
	Iteration 32Q: 3 clusters Score -9832319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -9832320.000000 Penalty: 1093.088379
	Iteration 33Q: 3 clusters Score -9832320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 163810 members 
Entering Unmasked Estep 
Score: -9832316.000000 Penalty: 1093.088379
	Iteration 34Q: 3 clusters Score -9832316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 163832 members 
Entering Unmasked Estep 
Score: -9832321.000000 Penalty: 1093.088379
	Iteration 35Q: 3 clusters Score -9832321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -9832322.000000 Penalty: 1093.088379
	Iteration 36Q: 3 clusters Score -9832322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -9832316.000000 Penalty: 1093.088379
	Iteration 37Q: 3 clusters Score -9832316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -9832313.000000 Penalty: 1093.088379
	Iteration 38Q: 3 clusters Score -9832313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -9832318.000000 Penalty: 1093.088379
	Iteration 39Q: 3 clusters Score -9832318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -9832324.000000 Penalty: 1093.088379
	Iteration 40F: 3 clusters Score -9832324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -9832317.000000 Penalty: 1093.088379
	Iteration 41Q: 3 clusters Score -9832317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -9832316.000000 Penalty: 1093.088379
	Iteration 42Q: 3 clusters Score -9832316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -9832325.000000 Penalty: 1093.088379
	Iteration 43Q: 3 clusters Score -9832325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -9832319.000000 Penalty: 1093.088379
	Iteration 44Q: 3 clusters Score -9832319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -9832326.000000 Penalty: 1093.088379
	Iteration 45Q: 3 clusters Score -9832326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -9832318.000000 Penalty: 1093.088379
	Iteration 46Q: 3 clusters Score -9832318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 163925 members 
Entering Unmasked Estep 
Score: -9832315.000000 Penalty: 1093.088379
	Iteration 47Q: 3 clusters Score -9832315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -9832317.000000 Penalty: 1093.088379
	Iteration 48Q: 3 clusters Score -9832317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -9832320.000000 Penalty: 1093.088379
	Iteration 49Q: 3 clusters Score -9832320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 163931 members 
Entering Unmasked Estep 
Score: -9832317.000000 Penalty: 1093.088379
	Iteration 50Q: 3 clusters Score -9832317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -9832301.000000 Penalty: 1093.088379
	Iteration 51Q: 3 clusters Score -9832301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -9832305.000000 Penalty: 1093.088379
	Iteration 52Q: 3 clusters Score -9832305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -9832309.000000 Penalty: 1093.088379
	Iteration 53Q: 3 clusters Score -9832309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -9832311.000000 Penalty: 1093.088379
	Iteration 54Q: 3 clusters Score -9832311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -9832313.000000 Penalty: 1093.088379
	Iteration 55Q: 3 clusters Score -9832313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -9832313.000000 Penalty: 1093.088379
	Iteration 56F: 3 clusters Score -9832313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179246 members 
Entering Unmasked Estep 
Score: -10576285.000000 Penalty: 550.391418
	Iteration 0F: 2 clusters Score -1.057628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -10461471.000000 Penalty: 1100.782837
	Iteration 0F: 3 clusters Score -1.046147e+07 nChanged 88063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -10525204.000000 Penalty: 1100.782837
	Iteration 1F: 3 clusters Score -1.05252e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -10534866.000000 Penalty: 1100.782837
	Iteration 2F: 3 clusters Score -1.053487e+07 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -10546937.000000 Penalty: 1100.782837
	Iteration 3F: 3 clusters Score -1.054694e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -10562411.000000 Penalty: 1100.782837
	Iteration 4F: 3 clusters Score -1.056241e+07 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -10578771.000000 Penalty: 1100.782837
	Iteration 5F: 3 clusters Score -1.057877e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -10591935.000000 Penalty: 1100.782837
	Iteration 6F: 3 clusters Score -1.059194e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -10599662.000000 Penalty: 1100.782837
	Iteration 7Q: 3 clusters Score -1.059966e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 144085 members 
Entering Unmasked Estep 
Score: -10602581.000000 Penalty: 1100.782837
	Iteration 8Q: 3 clusters Score -1.060258e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -10603703.000000 Penalty: 1100.782837
	Iteration 9Q: 3 clusters Score -1.06037e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 144821 members 
Entering Unmasked Estep 
Score: -10604157.000000 Penalty: 1100.782837
	Iteration 10Q: 3 clusters Score -1.060416e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -10604338.000000 Penalty: 1100.782837
	Iteration 11Q: 3 clusters Score -1.060434e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -10604461.000000 Penalty: 1100.782837
	Iteration 12Q: 3 clusters Score -1.060446e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -10604511.000000 Penalty: 1100.782837
	Iteration 13Q: 3 clusters Score -1.060451e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 145581 members 
Entering Unmasked Estep 
Score: -10604575.000000 Penalty: 1100.782837
	Iteration 14Q: 3 clusters Score -1.060458e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -10604604.000000 Penalty: 1100.782837
	Iteration 15Q: 3 clusters Score -1.06046e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -10604605.000000 Penalty: 1100.782837
	Iteration 16Q: 3 clusters Score -1.06046e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 145913 members 
Entering Unmasked Estep 
Score: -10604625.000000 Penalty: 1100.782837
	Iteration 17Q: 3 clusters Score -1.060462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -10604641.000000 Penalty: 1100.782837
	Iteration 18Q: 3 clusters Score -1.060464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -10604680.000000 Penalty: 1100.782837
	Iteration 19Q: 3 clusters Score -1.060468e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -10604698.000000 Penalty: 1100.782837
	Iteration 20F: 3 clusters Score -1.06047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -10604709.000000 Penalty: 1100.782837
	Iteration 21Q: 3 clusters Score -1.060471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -10604732.000000 Penalty: 1100.782837
	Iteration 22Q: 3 clusters Score -1.060473e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -10604720.000000 Penalty: 1100.782837
	Iteration 23Q: 3 clusters Score -1.060472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -10604724.000000 Penalty: 1100.782837
	Iteration 24Q: 3 clusters Score -1.060472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 146251 members 
Entering Unmasked Estep 
Score: -10604725.000000 Penalty: 1100.782837
	Iteration 25Q: 3 clusters Score -1.060472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 146279 members 
Entering Unmasked Estep 
Score: -10604727.000000 Penalty: 1100.782837
	Iteration 26Q: 3 clusters Score -1.060473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -10604731.000000 Penalty: 1100.782837
	Iteration 27Q: 3 clusters Score -1.060473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -10604723.000000 Penalty: 1100.782837
	Iteration 28Q: 3 clusters Score -1.060472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -10604722.000000 Penalty: 1100.782837
	Iteration 29Q: 3 clusters Score -1.060472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -10604731.000000 Penalty: 1100.782837
	Iteration 30Q: 3 clusters Score -1.060473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 146358 members 
Entering Unmasked Estep 
Score: -10604723.000000 Penalty: 1100.782837
	Iteration 31Q: 3 clusters Score -1.060472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -10604716.000000 Penalty: 1100.782837
	Iteration 32Q: 3 clusters Score -1.060472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 146367 members 
Entering Unmasked Estep 
Score: -10604724.000000 Penalty: 1100.782837
	Iteration 33Q: 3 clusters Score -1.060472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -10604720.000000 Penalty: 1100.782837
	Iteration 34Q: 3 clusters Score -1.060472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -10604720.000000 Penalty: 1100.782837
	Iteration 35F: 3 clusters Score -1.060472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 8 contains 123496 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Entering Unmasked Estep 
Score: -58088604.000000 Penalty: 11957.795898
Splitting cluster 2 changes total score from -58062240.000000 to -58088604.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -149828.390625 Penalty: 357.055420
	Iteration 0F: 2 clusters Score -149828.4 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 1262 members 
Entering Unmasked Estep 
Score: -148053.578125 Penalty: 714.110840
	Iteration 0F: 3 clusters Score -148053.6 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -148704.875000 Penalty: 714.110840
	Iteration 1F: 3 clusters Score -148704.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -148828.156250 Penalty: 714.110840
	Iteration 2F: 3 clusters Score -148828.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -148959.906250 Penalty: 714.110840
	Iteration 3F: 3 clusters Score -148959.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -149073.375000 Penalty: 714.110840
	Iteration 4F: 3 clusters Score -149073.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149159.015625 Penalty: 714.110840
	Iteration 5F: 3 clusters Score -149159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -149230.484375 Penalty: 714.110840
	Iteration 6Q: 3 clusters Score -149230.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149285.656250 Penalty: 714.110840
	Iteration 7Q: 3 clusters Score -149285.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149331.328125 Penalty: 714.110840
	Iteration 8Q: 3 clusters Score -149331.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149362.359375 Penalty: 714.110840
	Iteration 9Q: 3 clusters Score -149362.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -149381.203125 Penalty: 714.110840
	Iteration 10Q: 3 clusters Score -149381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -149396.125000 Penalty: 714.110840
	Iteration 11Q: 3 clusters Score -149396.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -149410.281250 Penalty: 714.110840
	Iteration 12Q: 3 clusters Score -149410.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149426.546875 Penalty: 714.110840
	Iteration 13Q: 3 clusters Score -149426.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -149438.578125 Penalty: 714.110840
	Iteration 14Q: 3 clusters Score -149438.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149447.921875 Penalty: 714.110840
	Iteration 15Q: 3 clusters Score -149447.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -149452.843750 Penalty: 714.110840
	Iteration 16Q: 3 clusters Score -149452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149458.171875 Penalty: 714.110840
	Iteration 17Q: 3 clusters Score -149458.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149464.531250 Penalty: 714.110840
	Iteration 18Q: 3 clusters Score -149464.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -149470.875000 Penalty: 714.110840
	Iteration 19Q: 3 clusters Score -149470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149474.500000 Penalty: 714.110840
	Iteration 20F: 3 clusters Score -149474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149476.781250 Penalty: 714.110840
	Iteration 21Q: 3 clusters Score -149476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149478.515625 Penalty: 714.110840
	Iteration 22Q: 3 clusters Score -149478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -149479.687500 Penalty: 714.110840
	Iteration 23Q: 3 clusters Score -149479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149481.593750 Penalty: 714.110840
	Iteration 24Q: 3 clusters Score -149481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -149485.234375 Penalty: 714.110840
	Iteration 25Q: 3 clusters Score -149485.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -149488.093750 Penalty: 714.110840
	Iteration 26Q: 3 clusters Score -149488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -149490.703125 Penalty: 714.110840
	Iteration 27Q: 3 clusters Score -149490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -149492.031250 Penalty: 714.110840
	Iteration 28Q: 3 clusters Score -149492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -149494.109375 Penalty: 714.110840
	Iteration 29Q: 3 clusters Score -149494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -149496.046875 Penalty: 714.110840
	Iteration 30Q: 3 clusters Score -149496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -149497.921875 Penalty: 714.110840
	Iteration 31Q: 3 clusters Score -149497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -149498.765625 Penalty: 714.110840
	Iteration 32Q: 3 clusters Score -149498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -149498.781250 Penalty: 714.110840
	Iteration 33Q: 3 clusters Score -149498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -149499.140625 Penalty: 714.110840
	Iteration 34Q: 3 clusters Score -149499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -149499.312500 Penalty: 714.110840
	Iteration 35Q: 3 clusters Score -149499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -149500.046875 Penalty: 714.110840
	Iteration 36Q: 3 clusters Score -149500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -149501.156250 Penalty: 714.110840
	Iteration 37Q: 3 clusters Score -149501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -149502.218750 Penalty: 714.110840
	Iteration 38Q: 3 clusters Score -149502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -149503.453125 Penalty: 714.110840
	Iteration 39Q: 3 clusters Score -149503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149504.062500 Penalty: 714.110840
	Iteration 40F: 3 clusters Score -149504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Entering Unmasked Estep 
Score: -4365656.000000 Penalty: 509.354553
	Iteration 0F: 2 clusters Score -4365656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4316643.500000 Penalty: 1018.709106
	Iteration 0F: 3 clusters Score -4316644 nChanged 35316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4338707.000000 Penalty: 1018.709106
	Iteration 1F: 3 clusters Score -4338707 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4339753.000000 Penalty: 1018.709106
	Iteration 2Q: 3 clusters Score -4339753 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4341112.000000 Penalty: 1018.709106
	Iteration 3Q: 3 clusters Score -4341112 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4342947.000000 Penalty: 1018.709106
	Iteration 4F: 3 clusters Score -4342947 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4345514.000000 Penalty: 1018.709106
	Iteration 5F: 3 clusters Score -4345514 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4349153.000000 Penalty: 1018.709106
	Iteration 6F: 3 clusters Score -4349153 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -4353462.500000 Penalty: 1018.709106
	Iteration 7F: 3 clusters Score -4353462 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4357633.500000 Penalty: 1018.709106
	Iteration 8F: 3 clusters Score -4357634 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4360937.500000 Penalty: 1018.709106
	Iteration 9F: 3 clusters Score -4360938 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4363081.500000 Penalty: 1018.709106
	Iteration 10Q: 3 clusters Score -4363082 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4364219.000000 Penalty: 1018.709106
	Iteration 11Q: 3 clusters Score -4364219 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4364749.500000 Penalty: 1018.709106
	Iteration 12Q: 3 clusters Score -4364750 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4365001.500000 Penalty: 1018.709106
	Iteration 13Q: 3 clusters Score -4365002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4365107.000000 Penalty: 1018.709106
	Iteration 14Q: 3 clusters Score -4365107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4365172.500000 Penalty: 1018.709106
	Iteration 15Q: 3 clusters Score -4365172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4365194.500000 Penalty: 1018.709106
	Iteration 16Q: 3 clusters Score -4365194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4365201.500000 Penalty: 1018.709106
	Iteration 17Q: 3 clusters Score -4365202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4365213.500000 Penalty: 1018.709106
	Iteration 18Q: 3 clusters Score -4365214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4365216.500000 Penalty: 1018.709106
	Iteration 19Q: 3 clusters Score -4365216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4365222.000000 Penalty: 1018.709106
	Iteration 20F: 3 clusters Score -4365222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4365221.500000 Penalty: 1018.709106
	Iteration 21Q: 3 clusters Score -4365222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4365223.000000 Penalty: 1018.709106
	Iteration 22Q: 3 clusters Score -4365223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4365230.500000 Penalty: 1018.709106
	Iteration 23Q: 3 clusters Score -4365230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4365228.000000 Penalty: 1018.709106
	Iteration 24Q: 3 clusters Score -4365228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4365228.000000 Penalty: 1018.709106
	Iteration 25F: 3 clusters Score -4365228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -28161.728516 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -28161.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27638.460938 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -27638.46 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28193.167969 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -28193.17 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28509.068359 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -28509.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28787.833984 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -28787.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29062.220703 Penalty: 598.964294
	Iteration 4Q: 3 clusters Score -29062.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29101.814453 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -29101.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29111.490234 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -29111.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29113.794922 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -29113.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29115.937500 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -29115.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29118.966797 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -29118.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29121.478516 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -29121.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29122.128906 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -29122.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29122.617188 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -29122.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29122.947266 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -29122.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29123.265625 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -29123.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29123.958984 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -29123.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29127.419922 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -29127.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29133.744141 Penalty: 598.964294
	Iteration 17Q: 3 clusters Score -29133.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29136.617188 Penalty: 598.964294
	Iteration 18Q: 3 clusters Score -29136.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29146.810547 Penalty: 598.964294
	Iteration 19Q: 3 clusters Score -29146.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29183.419922 Penalty: 598.964294
	Iteration 20F: 3 clusters Score -29183.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29235.671875 Penalty: 598.964294
	Iteration 21Q: 3 clusters Score -29235.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29238.951172 Penalty: 598.964294
	Iteration 22Q: 3 clusters Score -29238.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29242.140625 Penalty: 598.964294
	Iteration 23Q: 3 clusters Score -29242.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29253.125000 Penalty: 598.964294
	Iteration 24Q: 3 clusters Score -29253.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29257.746094 Penalty: 598.964294
	Iteration 25Q: 3 clusters Score -29257.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29258.244141 Penalty: 598.964294
	Iteration 26Q: 3 clusters Score -29258.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29258.927734 Penalty: 598.964294
	Iteration 27Q: 3 clusters Score -29258.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29258.927734 Penalty: 598.964294
	Iteration 28F: 3 clusters Score -29258.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 123496 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Entering Unmasked Estep 
Score: -58089396.000000 Penalty: 12587.153320
Splitting cluster 6 changes total score from -58062240.000000 to -58089396.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (123496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Entering Unmasked Estep 
Score: -7410757.500000 Penalty: 533.440369
	Iteration 0F: 2 clusters Score -7410758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -7331989.500000 Penalty: 1066.880737
	Iteration 0F: 3 clusters Score -7331990 nChanged 60500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -7370674.500000 Penalty: 1066.880737
	Iteration 1F: 3 clusters Score -7370674 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -7373779.500000 Penalty: 1066.880737
	Iteration 2F: 3 clusters Score -7373780 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -7378730.000000 Penalty: 1066.880737
	Iteration 3F: 3 clusters Score -7378730 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -7385812.500000 Penalty: 1066.880737
	Iteration 4F: 3 clusters Score -7385812 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -7392826.000000 Penalty: 1066.880737
	Iteration 5F: 3 clusters Score -7392826 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7396587.500000 Penalty: 1066.880737
	Iteration 6F: 3 clusters Score -7396588 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -7397868.500000 Penalty: 1066.880737
	Iteration 7Q: 3 clusters Score -7397868 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -7398487.000000 Penalty: 1066.880737
	Iteration 8Q: 3 clusters Score -7398487 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -7399000.000000 Penalty: 1066.880737
	Iteration 9Q: 3 clusters Score -7399000 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -7399438.500000 Penalty: 1066.880737
	Iteration 10Q: 3 clusters Score -7399438 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -7399849.500000 Penalty: 1066.880737
	Iteration 11Q: 3 clusters Score -7399850 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -7400238.500000 Penalty: 1066.880737
	Iteration 12Q: 3 clusters Score -7400238 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -7400646.500000 Penalty: 1066.880737
	Iteration 13Q: 3 clusters Score -7400646 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -7400988.000000 Penalty: 1066.880737
	Iteration 14Q: 3 clusters Score -7400988 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -7401276.000000 Penalty: 1066.880737
	Iteration 15Q: 3 clusters Score -7401276 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7401569.500000 Penalty: 1066.880737
	Iteration 16Q: 3 clusters Score -7401570 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7401814.500000 Penalty: 1066.880737
	Iteration 17Q: 3 clusters Score -7401814 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -7402101.500000 Penalty: 1066.880737
	Iteration 18Q: 3 clusters Score -7402102 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7402380.000000 Penalty: 1066.880737
	Iteration 19Q: 3 clusters Score -7402380 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7402608.500000 Penalty: 1066.880737
	Iteration 20F: 3 clusters Score -7402608 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7402760.000000 Penalty: 1066.880737
	Iteration 21Q: 3 clusters Score -7402760 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -7402942.000000 Penalty: 1066.880737
	Iteration 22Q: 3 clusters Score -7402942 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -7403090.500000 Penalty: 1066.880737
	Iteration 23Q: 3 clusters Score -7403090 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7403258.500000 Penalty: 1066.880737
	Iteration 24Q: 3 clusters Score -7403258 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7403418 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7403580 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7403746 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7403942 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7404116 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7404234 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7404405 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7404541 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7404717 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7404908 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7405074 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7405310 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7405484 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7405626 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7405876 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7406060 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7406266 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7406479 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7406708 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7406898 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7407112 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7407310 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7407481 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7407641 nChanged 1200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7407840 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7408009 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7408123 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7408260 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -7408425.500000 Penalty: 1066.880737
	Iteration 53Q: 3 clusters Score -7408426 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7408590 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7408722 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7408857 nChanged 983
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7408996 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7409150 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7409248 nChanged 864
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7409384 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7409450 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7409528 nChanged 739
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Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7409652 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7409706 nChanged 617
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Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7409798 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7409867 nChanged 564
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Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7409876 nChanged 496
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7409910 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7409996 nChanged 448
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Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7410004 nChanged 435
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Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7410046 nChanged 385
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Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7410087 nChanged 382
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Mstep: Class 1 contains 111766 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7410082 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112143 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7410114 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7410134 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7410152 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7410164 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7410214 nChanged 293
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Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7410256 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -7410311.000000 Penalty: 1066.880737
	Iteration 80F: 3 clusters Score -7410311 nChanged 299
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Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7410346 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7410389 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7410428 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115134 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7410479 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7410510 nChanged 180
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Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -7410558.500000 Penalty: 1066.880737
	Iteration 86Q: 3 clusters Score -7410558 nChanged 180
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Mstep: Class 1 contains 115683 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7410578 nChanged 173
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Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7410602 nChanged 159
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Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7410650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7410664 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7410709 nChanged 132
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Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7410742 nChanged 131
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Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7410764 nChanged 119
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Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7410789 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7410806 nChanged 97
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Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 6733 members 
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	Iteration 96Q: 3 clusters Score -7410806 nChanged 103
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Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7410832.500000 Penalty: 1066.880737
	Iteration 97Q: 3 clusters Score -7410832 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7410836 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7410860 nChanged 115
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Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -7410875.500000 Penalty: 1066.880737
	Iteration 100F: 3 clusters Score -7410876 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7410888 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7410892 nChanged 102
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Mstep: Class 1 contains 117224 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7410914 nChanged 101
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Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7410918.000000 Penalty: 1066.880737
	Iteration 104Q: 3 clusters Score -7410918 nChanged 93
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Mstep: Class 1 contains 117326 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7410921.500000 Penalty: 1066.880737
	Iteration 105Q: 3 clusters Score -7410922 nChanged 93
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Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7410914 nChanged 90
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Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7410920 nChanged 83
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Mstep: Class 1 contains 117488 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7410930 nChanged 76
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Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -7410931.500000 Penalty: 1066.880737
	Iteration 109Q: 3 clusters Score -7410932 nChanged 74
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Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7410928 nChanged 93
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Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7410941 nChanged 81
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Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7410956.500000 Penalty: 1066.880737
	Iteration 112Q: 3 clusters Score -7410956 nChanged 80
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Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7410954 nChanged 66
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Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7410952 nChanged 57
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Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7410949.000000 Penalty: 1066.880737
	Iteration 115Q: 3 clusters Score -7410949 nChanged 48
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Entering Unmasked Estep 
Score: -7410961.000000 Penalty: 1066.880737
	Iteration 116Q: 3 clusters Score -7410961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7410946.000000 Penalty: 1066.880737
	Iteration 117Q: 3 clusters Score -7410946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117956 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7410944.500000 Penalty: 1066.880737
	Iteration 118Q: 3 clusters Score -7410944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7410935.000000 Penalty: 1066.880737
	Iteration 119Q: 3 clusters Score -7410935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7410932.000000 Penalty: 1066.880737
	Iteration 120F: 3 clusters Score -7410932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -7410931.500000 Penalty: 1066.880737
	Iteration 121Q: 3 clusters Score -7410932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7410934.000000 Penalty: 1066.880737
	Iteration 122Q: 3 clusters Score -7410934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -7410946.000000 Penalty: 1066.880737
	Iteration 123Q: 3 clusters Score -7410946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7410960.000000 Penalty: 1066.880737
	Iteration 124Q: 3 clusters Score -7410960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7410957.500000 Penalty: 1066.880737
	Iteration 125Q: 3 clusters Score -7410958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -7410957.000000 Penalty: 1066.880737
	Iteration 126Q: 3 clusters Score -7410957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7410957.000000 Penalty: 1066.880737
	Iteration 127Q: 3 clusters Score -7410957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -7410960.500000 Penalty: 1066.880737
	Iteration 128Q: 3 clusters Score -7410960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7410969.500000 Penalty: 1066.880737
	Iteration 129Q: 3 clusters Score -7410970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -7410965.500000 Penalty: 1066.880737
	Iteration 130Q: 3 clusters Score -7410966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7410969.500000 Penalty: 1066.880737
	Iteration 131Q: 3 clusters Score -7410970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7410970.500000 Penalty: 1066.880737
	Iteration 132Q: 3 clusters Score -7410970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -7410975.500000 Penalty: 1066.880737
	Iteration 133Q: 3 clusters Score -7410976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7410974.500000 Penalty: 1066.880737
	Iteration 134Q: 3 clusters Score -7410974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7410966.500000 Penalty: 1066.880737
	Iteration 135Q: 3 clusters Score -7410966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7410968.500000 Penalty: 1066.880737
	Iteration 136Q: 3 clusters Score -7410968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7410964.500000 Penalty: 1066.880737
	Iteration 137Q: 3 clusters Score -7410964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -7410963.000000 Penalty: 1066.880737
	Iteration 138Q: 3 clusters Score -7410963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -7410965.500000 Penalty: 1066.880737
	Iteration 139Q: 3 clusters Score -7410966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7410970.000000 Penalty: 1066.880737
	Iteration 140F: 3 clusters Score -7410970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7410972.000000 Penalty: 1066.880737
	Iteration 141Q: 3 clusters Score -7410972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7410967.500000 Penalty: 1066.880737
	Iteration 142Q: 3 clusters Score -7410968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7410969.000000 Penalty: 1066.880737
	Iteration 143Q: 3 clusters Score -7410969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7410962.500000 Penalty: 1066.880737
	Iteration 144Q: 3 clusters Score -7410962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7410962.000000 Penalty: 1066.880737
	Iteration 145Q: 3 clusters Score -7410962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -7410964.000000 Penalty: 1066.880737
	Iteration 146Q: 3 clusters Score -7410964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7410964.000000 Penalty: 1066.880737
	Iteration 147Q: 3 clusters Score -7410964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7410968.500000 Penalty: 1066.880737
	Iteration 148Q: 3 clusters Score -7410968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7410966.000000 Penalty: 1066.880737
	Iteration 149Q: 3 clusters Score -7410966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7410969.500000 Penalty: 1066.880737
	Iteration 150Q: 3 clusters Score -7410970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7410966.500000 Penalty: 1066.880737
	Iteration 151Q: 3 clusters Score -7410966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7410966.500000 Penalty: 1066.880737
	Iteration 152F: 3 clusters Score -7410966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Entering Unmasked Estep 
Score: -58089488.000000 Penalty: 13216.511719
Splitting cluster 8 changes total score from -58062240.000000 to -58089488.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -252638.765625 Penalty: 382.687805
	Iteration 0F: 2 clusters Score -252638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -249585.109375 Penalty: 765.375610
	Iteration 0F: 3 clusters Score -249585.1 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -251783.578125 Penalty: 765.375610
	Iteration 1F: 3 clusters Score -251783.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -252755.156250 Penalty: 765.375610
	Iteration 2F: 3 clusters Score -252755.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -253163.468750 Penalty: 765.375610
	Iteration 3F: 3 clusters Score -253163.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -253359.828125 Penalty: 765.375610
	Iteration 4F: 3 clusters Score -253359.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -253450.812500 Penalty: 765.375610
	Iteration 5Q: 3 clusters Score -253450.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -253522.125000 Penalty: 765.375610
	Iteration 6Q: 3 clusters Score -253522.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -253562.078125 Penalty: 765.375610
	Iteration 7Q: 3 clusters Score -253562.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -253590.265625 Penalty: 765.375610
	Iteration 8Q: 3 clusters Score -253590.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -253612.781250 Penalty: 765.375610
	Iteration 9Q: 3 clusters Score -253612.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -253632.515625 Penalty: 765.375610
	Iteration 10Q: 3 clusters Score -253632.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -253650.468750 Penalty: 765.375610
	Iteration 11Q: 3 clusters Score -253650.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -253657.703125 Penalty: 765.375610
	Iteration 12Q: 3 clusters Score -253657.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -253662.687500 Penalty: 765.375610
	Iteration 13Q: 3 clusters Score -253662.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -253667.968750 Penalty: 765.375610
	Iteration 14Q: 3 clusters Score -253668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -253671.656250 Penalty: 765.375610
	Iteration 15Q: 3 clusters Score -253671.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -253685.062500 Penalty: 765.375610
	Iteration 16Q: 3 clusters Score -253685.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -253694.156250 Penalty: 765.375610
	Iteration 17Q: 3 clusters Score -253694.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -253704.937500 Penalty: 765.375610
	Iteration 18Q: 3 clusters Score -253704.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -253707.937500 Penalty: 765.375610
	Iteration 19Q: 3 clusters Score -253707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -253710.890625 Penalty: 765.375610
	Iteration 20F: 3 clusters Score -253710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -253712.125000 Penalty: 765.375610
	Iteration 21Q: 3 clusters Score -253712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -253712.031250 Penalty: 765.375610
	Iteration 22Q: 3 clusters Score -253712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -253711.625000 Penalty: 765.375610
	Iteration 23Q: 3 clusters Score -253711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -253713.453125 Penalty: 765.375610
	Iteration 24Q: 3 clusters Score -253713.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -253712.234375 Penalty: 765.375610
	Iteration 25Q: 3 clusters Score -253712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -253713.093750 Penalty: 765.375610
	Iteration 26Q: 3 clusters Score -253713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -253715.953125 Penalty: 765.375610
	Iteration 27Q: 3 clusters Score -253716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -253715.250000 Penalty: 765.375610
	Iteration 28Q: 3 clusters Score -253715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -253716.921875 Penalty: 765.375610
	Iteration 29Q: 3 clusters Score -253716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -253716.765625 Penalty: 765.375610
	Iteration 30Q: 3 clusters Score -253716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -253715.984375 Penalty: 765.375610
	Iteration 31Q: 3 clusters Score -253716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -253716.312500 Penalty: 765.375610
	Iteration 32Q: 3 clusters Score -253716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -253716.828125 Penalty: 765.375610
	Iteration 33Q: 3 clusters Score -253716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -253716.843750 Penalty: 765.375610
	Iteration 34Q: 3 clusters Score -253716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -253713.953125 Penalty: 765.375610
	Iteration 35Q: 3 clusters Score -253714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -253716.906250 Penalty: 765.375610
	Iteration 36Q: 3 clusters Score -253716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -253717.515625 Penalty: 765.375610
	Iteration 37Q: 3 clusters Score -253717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -253717.609375 Penalty: 765.375610
	Iteration 38Q: 3 clusters Score -253717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -253717.625000 Penalty: 765.375610
	Iteration 39Q: 3 clusters Score -253717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -253715.234375 Penalty: 765.375610
	Iteration 40F: 3 clusters Score -253715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -253716.875000 Penalty: 765.375610
	Iteration 41Q: 3 clusters Score -253716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -253717.390625 Penalty: 765.375610
	Iteration 42Q: 3 clusters Score -253717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -253715.500000 Penalty: 765.375610
	Iteration 43Q: 3 clusters Score -253715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -253715.500000 Penalty: 765.375610
	Iteration 44F: 3 clusters Score -253715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Entering Unmasked Estep 
Score: -58090528.000000 Penalty: 13845.869141
Splitting cluster 9 changes total score from -58062240.000000 to -58090528.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 10 (8624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Entering Unmasked Estep 
Score: -500168.281250 Penalty: 412.334869
	Iteration 0F: 2 clusters Score -500168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -494464.687500 Penalty: 824.669739
	Iteration 0F: 3 clusters Score -494464.7 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -496721.125000 Penalty: 824.669739
	Iteration 1F: 3 clusters Score -496721.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -496902.593750 Penalty: 824.669739
	Iteration 2F: 3 clusters Score -496902.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -497129.187500 Penalty: 824.669739
	Iteration 3Q: 3 clusters Score -497129.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -497474.812500 Penalty: 824.669739
	Iteration 4F: 3 clusters Score -497474.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -497977.031250 Penalty: 824.669739
	Iteration 5F: 3 clusters Score -497977 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -498526.593750 Penalty: 824.669739
	Iteration 6F: 3 clusters Score -498526.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -498986.843750 Penalty: 824.669739
	Iteration 7F: 3 clusters Score -498986.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -499269.500000 Penalty: 824.669739
	Iteration 8F: 3 clusters Score -499269.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -499454.031250 Penalty: 824.669739
	Iteration 9Q: 3 clusters Score -499454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -499593.250000 Penalty: 824.669739
	Iteration 10Q: 3 clusters Score -499593.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -499724.250000 Penalty: 824.669739
	Iteration 11Q: 3 clusters Score -499724.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -499852.562500 Penalty: 824.669739
	Iteration 12Q: 3 clusters Score -499852.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -500000.093750 Penalty: 824.669739
	Iteration 13Q: 3 clusters Score -500000.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -500150.937500 Penalty: 824.669739
	Iteration 14Q: 3 clusters Score -500150.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -500250.343750 Penalty: 824.669739
	Iteration 15Q: 3 clusters Score -500250.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -500306.218750 Penalty: 824.669739
	Iteration 16Q: 3 clusters Score -500306.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -500338.218750 Penalty: 824.669739
	Iteration 17Q: 3 clusters Score -500338.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -500355.593750 Penalty: 824.669739
	Iteration 18Q: 3 clusters Score -500355.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -500366.250000 Penalty: 824.669739
	Iteration 19Q: 3 clusters Score -500366.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -500375.875000 Penalty: 824.669739
	Iteration 20F: 3 clusters Score -500375.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -500379.218750 Penalty: 824.669739
	Iteration 21Q: 3 clusters Score -500379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -500379.031250 Penalty: 824.669739
	Iteration 22Q: 3 clusters Score -500379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -500380.906250 Penalty: 824.669739
	Iteration 23Q: 3 clusters Score -500380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -500382.875000 Penalty: 824.669739
	Iteration 24Q: 3 clusters Score -500382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -500382.875000 Penalty: 824.669739
	Iteration 25Q: 3 clusters Score -500382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -500382.781250 Penalty: 824.669739
	Iteration 26Q: 3 clusters Score -500382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -500383.375000 Penalty: 824.669739
	Iteration 27Q: 3 clusters Score -500383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -500383.375000 Penalty: 824.669739
	Iteration 28F: 3 clusters Score -500383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
Score: -58090504.000000 Penalty: 14475.226562
Splitting cluster 10 changes total score from -58062240.000000 to -58090504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -329985.812500 Penalty: 399.160828
	Iteration 0F: 2 clusters Score -329985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -326040.593750 Penalty: 798.321655
	Iteration 0F: 3 clusters Score -326040.6 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -330878.375000 Penalty: 798.321655
	Iteration 1F: 3 clusters Score -330878.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -334764.812500 Penalty: 798.321655
	Iteration 2F: 3 clusters Score -334764.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -337308.000000 Penalty: 798.321655
	Iteration 3F: 3 clusters Score -337308 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -339049.093750 Penalty: 798.321655
	Iteration 4Q: 3 clusters Score -339049.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -340182.437500 Penalty: 798.321655
	Iteration 5Q: 3 clusters Score -340182.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -340593.625000 Penalty: 798.321655
	Iteration 6Q: 3 clusters Score -340593.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -340756.937500 Penalty: 798.321655
	Iteration 7Q: 3 clusters Score -340756.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -340797.875000 Penalty: 798.321655
	Iteration 8Q: 3 clusters Score -340797.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -340903.875000 Penalty: 798.321655
	Iteration 9Q: 3 clusters Score -340903.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -340149.468750 Penalty: 798.321655
	Iteration 10Q: 3 clusters Score -340149.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -340594.937500 Penalty: 798.321655
	Iteration 11Q: 3 clusters Score -340594.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -338464.218750 Penalty: 798.321655
	Iteration 12Q: 3 clusters Score -338464.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -340995.812500 Penalty: 798.321655
	Iteration 13Q: 3 clusters Score -340995.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -340976.250000 Penalty: 798.321655
	Iteration 14Q: 3 clusters Score -340976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -340895.312500 Penalty: 798.321655
	Iteration 15Q: 3 clusters Score -340895.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -340918.281250 Penalty: 798.321655
	Iteration 16Q: 3 clusters Score -340918.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -340833.562500 Penalty: 798.321655
	Iteration 17Q: 3 clusters Score -340833.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -339773.187500 Penalty: 798.321655
	Iteration 18Q: 3 clusters Score -339773.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -340538.656250 Penalty: 798.321655
	Iteration 19Q: 3 clusters Score -340538.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -341110.406250 Penalty: 798.321655
	Iteration 20F: 3 clusters Score -341110.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -340413.531250 Penalty: 798.321655
	Iteration 21Q: 3 clusters Score -340413.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -341297.312500 Penalty: 798.321655
	Iteration 22Q: 3 clusters Score -341297.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -341299.187500 Penalty: 798.321655
	Iteration 23Q: 3 clusters Score -341299.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -341681.281250 Penalty: 798.321655
	Iteration 24Q: 3 clusters Score -341681.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -340753.687500 Penalty: 798.321655
	Iteration 25Q: 3 clusters Score -340753.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -341771.875000 Penalty: 798.321655
	Iteration 26Q: 3 clusters Score -341771.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -341806.093750 Penalty: 798.321655
	Iteration 27Q: 3 clusters Score -341806.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -341803.937500 Penalty: 798.321655
	Iteration 28Q: 3 clusters Score -341803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -341722.437500 Penalty: 798.321655
	Iteration 29Q: 3 clusters Score -341722.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -341690.625000 Penalty: 798.321655
	Iteration 30Q: 3 clusters Score -341690.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -341693.250000 Penalty: 798.321655
	Iteration 31Q: 3 clusters Score -341693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -341737.031250 Penalty: 798.321655
	Iteration 32Q: 3 clusters Score -341737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -341687.625000 Penalty: 798.321655
	Iteration 33Q: 3 clusters Score -341687.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -341754.937500 Penalty: 798.321655
	Iteration 34Q: 3 clusters Score -341754.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -341666.000000 Penalty: 798.321655
	Iteration 35Q: 3 clusters Score -341666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -341683.218750 Penalty: 798.321655
	Iteration 36Q: 3 clusters Score -341683.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -341727.093750 Penalty: 798.321655
	Iteration 37Q: 3 clusters Score -341727.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -339871.000000 Penalty: 798.321655
	Iteration 38Q: 3 clusters Score -339871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -341587.156250 Penalty: 798.321655
	Iteration 39Q: 3 clusters Score -341587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -341686.906250 Penalty: 798.321655
	Iteration 40F: 3 clusters Score -341686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -327699.937500 Penalty: 798.321655
	Iteration 41Q: 3 clusters Score -327699.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -340924.281250 Penalty: 798.321655
	Iteration 42F: 3 clusters Score -340924.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -341666.531250 Penalty: 798.321655
	Iteration 43F: 3 clusters Score -341666.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -341667.375000 Penalty: 798.321655
	Iteration 44Q: 3 clusters Score -341667.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -341677.687500 Penalty: 798.321655
	Iteration 45Q: 3 clusters Score -341677.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -341753.093750 Penalty: 798.321655
	Iteration 46Q: 3 clusters Score -341753.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -341226.343750 Penalty: 798.321655
	Iteration 47Q: 3 clusters Score -341226.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -331754.781250 Penalty: 798.321655
	Iteration 48Q: 3 clusters Score -331754.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -341107.125000 Penalty: 798.321655
	Iteration 49F: 3 clusters Score -341107.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -341781.593750 Penalty: 798.321655
	Iteration 50F: 3 clusters Score -341781.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -341821.031250 Penalty: 798.321655
	Iteration 51Q: 3 clusters Score -341821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -341313.750000 Penalty: 798.321655
	Iteration 52Q: 3 clusters Score -341313.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -341661.468750 Penalty: 798.321655
	Iteration 53Q: 3 clusters Score -341661.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -341657.031250 Penalty: 798.321655
	Iteration 54Q: 3 clusters Score -341657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -341785.687500 Penalty: 798.321655
	Iteration 55Q: 3 clusters Score -341785.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -341527.750000 Penalty: 798.321655
	Iteration 56Q: 3 clusters Score -341527.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -341311.875000 Penalty: 798.321655
	Iteration 57Q: 3 clusters Score -341311.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -341830.750000 Penalty: 798.321655
	Iteration 58Q: 3 clusters Score -341830.8 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -341730.937500 Penalty: 798.321655
	Iteration 59Q: 3 clusters Score -341730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -341816.406250 Penalty: 798.321655
	Iteration 60F: 3 clusters Score -341816.4 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -341769.625000 Penalty: 798.321655
	Iteration 61Q: 3 clusters Score -341769.6 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -341760.5 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -341673.156250 Penalty: 798.321655
	Iteration 63Q: 3 clusters Score -341673.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -341779.156250 Penalty: 798.321655
	Iteration 64Q: 3 clusters Score -341779.2 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -341061.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -341816.062500 Penalty: 798.321655
	Iteration 66Q: 3 clusters Score -341816.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -341794.656250 Penalty: 798.321655
	Iteration 67Q: 3 clusters Score -341794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -341821.031250 Penalty: 798.321655
	Iteration 68Q: 3 clusters Score -341821 nChanged 27
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -340900.218750 Penalty: 798.321655
	Iteration 69Q: 3 clusters Score -340900.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -341616.343750 Penalty: 798.321655
	Iteration 70Q: 3 clusters Score -341616.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -341569.031250 Penalty: 798.321655
	Iteration 71Q: 3 clusters Score -341569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -329291.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 73F: 3 clusters Score -341233.9 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 74F: 3 clusters Score -341644.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -341449.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -341515.968750 Penalty: 798.321655
	Iteration 76Q: 3 clusters Score -341516 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -341628.4 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -340281.1 nChanged 83
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -341772.3 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -341758.000000 Penalty: 798.321655
	Iteration 80F: 3 clusters Score -341758 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -341502.6 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -341758.1 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -341708.1 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -341648.4 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -341498.8 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -341689.7 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2906 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -341284 nChanged 42
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Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -341685.1 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -341862.9 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -341703.4 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -341811.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -341830.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -341633.3 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -341605.8 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -341706.2 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2901 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -341793.2 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -341734.6 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -341449.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -341367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -341695.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -341779.8 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -341767.6 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -341714.000000 Penalty: 798.321655
	Iteration 103Q: 3 clusters Score -341714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
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Entering Unmasked Estep 
Score: -341816.781250 Penalty: 798.321655
	Iteration 104Q: 3 clusters Score -341816.8 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
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Entering Unmasked Estep 
Score: -341752.843750 Penalty: 798.321655
	Iteration 105Q: 3 clusters Score -341752.8 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -341774.7 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -341751.3 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341832.812500 Penalty: 798.321655
	Iteration 108Q: 3 clusters Score -341832.8 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -341559.9 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -339808.9 nChanged 109
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341439.718750 Penalty: 798.321655
	Iteration 111Q: 3 clusters Score -341439.7 nChanged 117
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -341540.4 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -340608.6 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -341697.1 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -341798 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341725.031250 Penalty: 798.321655
	Iteration 116Q: 3 clusters Score -341725 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -341477.4 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -341752.1 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -333874.5 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -341474.375000 Penalty: 798.321655
	Iteration 120F: 3 clusters Score -341474.4 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -341778.8 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -341401.406250 Penalty: 798.321655
	Iteration 122Q: 3 clusters Score -341401.4 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -341640.968750 Penalty: 798.321655
	Iteration 123Q: 3 clusters Score -341641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -341573.343750 Penalty: 798.321655
	Iteration 124Q: 3 clusters Score -341573.3 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -341725.5 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -341766.718750 Penalty: 798.321655
	Iteration 126Q: 3 clusters Score -341766.7 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -341601.1 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -341305.5 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -338270.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -340475.1 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -341382.4 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -341798.1 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -341727.437500 Penalty: 798.321655
	Iteration 133Q: 3 clusters Score -341727.4 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -341684.156250 Penalty: 798.321655
	Iteration 134Q: 3 clusters Score -341684.2 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -341807.875000 Penalty: 798.321655
	Iteration 135Q: 3 clusters Score -341807.9 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -340908.562500 Penalty: 798.321655
	Iteration 136Q: 3 clusters Score -340908.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -341621.593750 Penalty: 798.321655
	Iteration 137Q: 3 clusters Score -341621.6 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -340280.812500 Penalty: 798.321655
	Iteration 138Q: 3 clusters Score -340280.8 nChanged 84
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -340840.9 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341736.843750 Penalty: 798.321655
	Iteration 140F: 3 clusters Score -341736.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -339598.593750 Penalty: 798.321655
	Iteration 141Q: 3 clusters Score -339598.6 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -341711.406250 Penalty: 798.321655
	Iteration 142Q: 3 clusters Score -341711.4 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -341704.375000 Penalty: 798.321655
	Iteration 143Q: 3 clusters Score -341704.4 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -341654.781250 Penalty: 798.321655
	Iteration 144Q: 3 clusters Score -341654.8 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -341702.875000 Penalty: 798.321655
	Iteration 145Q: 3 clusters Score -341702.9 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341218.437500 Penalty: 798.321655
	Iteration 146Q: 3 clusters Score -341218.4 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -341786.312500 Penalty: 798.321655
	Iteration 147Q: 3 clusters Score -341786.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -341734.468750 Penalty: 798.321655
	Iteration 148Q: 3 clusters Score -341734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -324999.656250 Penalty: 798.321655
	Iteration 149Q: 3 clusters Score -324999.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -340345.625000 Penalty: 798.321655
	Iteration 150F: 3 clusters Score -340345.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -340593.031250 Penalty: 798.321655
	Iteration 151F: 3 clusters Score -340593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -341709.468750 Penalty: 798.321655
	Iteration 152Q: 3 clusters Score -341709.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -341685.562500 Penalty: 798.321655
	Iteration 153Q: 3 clusters Score -341685.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -341805.218750 Penalty: 798.321655
	Iteration 154Q: 3 clusters Score -341805.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -341698.187500 Penalty: 798.321655
	Iteration 155Q: 3 clusters Score -341698.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -341627.906250 Penalty: 798.321655
	Iteration 156Q: 3 clusters Score -341627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -341692.031250 Penalty: 798.321655
	Iteration 157Q: 3 clusters Score -341692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -341658.406250 Penalty: 798.321655
	Iteration 158Q: 3 clusters Score -341658.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -340443.375000 Penalty: 798.321655
	Iteration 159Q: 3 clusters Score -340443.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -341774.781250 Penalty: 798.321655
	Iteration 160F: 3 clusters Score -341774.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -341750.125000 Penalty: 798.321655
	Iteration 161Q: 3 clusters Score -341750.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -341679.000000 Penalty: 798.321655
	Iteration 162Q: 3 clusters Score -341679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -341830.375000 Penalty: 798.321655
	Iteration 163Q: 3 clusters Score -341830.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -341843.750000 Penalty: 798.321655
	Iteration 164Q: 3 clusters Score -341843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -341789.562500 Penalty: 798.321655
	Iteration 165Q: 3 clusters Score -341789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -341836.593750 Penalty: 798.321655
	Iteration 166Q: 3 clusters Score -341836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -251699.421875 Penalty: 399.160828
	Iteration 167Q: 2 clusters Score -251699.4 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -329985.812500 Penalty: 399.160828
	Iteration 168F: 2 clusters Score -329985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -337300.687500 Penalty: 396.892242
	Iteration 0F: 2 clusters Score -337300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -333237.093750 Penalty: 793.784485
	Iteration 0F: 3 clusters Score -333237.1 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -336264.062500 Penalty: 793.784485
	Iteration 1F: 3 clusters Score -336264.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -337543.875000 Penalty: 793.784485
	Iteration 2F: 3 clusters Score -337543.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -338439.562500 Penalty: 793.784485
	Iteration 3F: 3 clusters Score -338439.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -339240.500000 Penalty: 793.784485
	Iteration 4F: 3 clusters Score -339240.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -340198.468750 Penalty: 793.784485
	Iteration 5F: 3 clusters Score -340198.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -341065.781250 Penalty: 793.784485
	Iteration 6F: 3 clusters Score -341065.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -341611.468750 Penalty: 793.784485
	Iteration 7F: 3 clusters Score -341611.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -341813.156250 Penalty: 793.784485
	Iteration 8Q: 3 clusters Score -341813.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -341955.718750 Penalty: 793.784485
	Iteration 9Q: 3 clusters Score -341955.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -342025.218750 Penalty: 793.784485
	Iteration 10Q: 3 clusters Score -342025.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -342062.031250 Penalty: 793.784485
	Iteration 11Q: 3 clusters Score -342062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -342172.500000 Penalty: 793.784485
	Iteration 12Q: 3 clusters Score -342172.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -342216.156250 Penalty: 793.784485
	Iteration 13Q: 3 clusters Score -342216.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -342272.843750 Penalty: 793.784485
	Iteration 14Q: 3 clusters Score -342272.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -342343.906250 Penalty: 793.784485
	Iteration 15Q: 3 clusters Score -342343.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -342412.187500 Penalty: 793.784485
	Iteration 16Q: 3 clusters Score -342412.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -342423.000000 Penalty: 793.784485
	Iteration 17Q: 3 clusters Score -342423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -342437.281250 Penalty: 793.784485
	Iteration 18Q: 3 clusters Score -342437.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -342449.968750 Penalty: 793.784485
	Iteration 19Q: 3 clusters Score -342450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -342464.562500 Penalty: 793.784485
	Iteration 20F: 3 clusters Score -342464.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -342480.687500 Penalty: 793.784485
	Iteration 21Q: 3 clusters Score -342480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -342474.031250 Penalty: 793.784485
	Iteration 22Q: 3 clusters Score -342474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -342469.531250 Penalty: 793.784485
	Iteration 23Q: 3 clusters Score -342469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -342470.468750 Penalty: 793.784485
	Iteration 24Q: 3 clusters Score -342470.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -342466.031250 Penalty: 793.784485
	Iteration 25Q: 3 clusters Score -342466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -342489.375000 Penalty: 793.784485
	Iteration 26Q: 3 clusters Score -342489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342488.656250 Penalty: 793.784485
	Iteration 27Q: 3 clusters Score -342488.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -342431.500000 Penalty: 793.784485
	Iteration 28Q: 3 clusters Score -342431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -342479.375000 Penalty: 793.784485
	Iteration 29Q: 3 clusters Score -342479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -342481.500000 Penalty: 793.784485
	Iteration 30Q: 3 clusters Score -342481.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342481.468750 Penalty: 793.784485
	Iteration 31Q: 3 clusters Score -342481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -342478.625000 Penalty: 793.784485
	Iteration 32Q: 3 clusters Score -342478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342457.375000 Penalty: 793.784485
	Iteration 33Q: 3 clusters Score -342457.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -342476.500000 Penalty: 793.784485
	Iteration 34Q: 3 clusters Score -342476.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -342466.593750 Penalty: 793.784485
	Iteration 35Q: 3 clusters Score -342466.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -342482.562500 Penalty: 793.784485
	Iteration 36Q: 3 clusters Score -342482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -342472.625000 Penalty: 793.784485
	Iteration 37Q: 3 clusters Score -342472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342481.500000 Penalty: 793.784485
	Iteration 38Q: 3 clusters Score -342481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -342464.593750 Penalty: 793.784485
	Iteration 39Q: 3 clusters Score -342464.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342489.281250 Penalty: 793.784485
	Iteration 40F: 3 clusters Score -342489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -342467.968750 Penalty: 793.784485
	Iteration 41Q: 3 clusters Score -342468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -342477.093750 Penalty: 793.784485
	Iteration 42Q: 3 clusters Score -342477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342489.250000 Penalty: 793.784485
	Iteration 43Q: 3 clusters Score -342489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342478.531250 Penalty: 793.784485
	Iteration 44Q: 3 clusters Score -342478.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342455.750000 Penalty: 793.784485
	Iteration 45Q: 3 clusters Score -342455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342482.156250 Penalty: 793.784485
	Iteration 46Q: 3 clusters Score -342482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -342488.656250 Penalty: 793.784485
	Iteration 47Q: 3 clusters Score -342488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -342475.031250 Penalty: 793.784485
	Iteration 48Q: 3 clusters Score -342475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -342471.437500 Penalty: 793.784485
	Iteration 49Q: 3 clusters Score -342471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -342479.656250 Penalty: 793.784485
	Iteration 50Q: 3 clusters Score -342479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -342482.375000 Penalty: 793.784485
	Iteration 51Q: 3 clusters Score -342482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342470.812500 Penalty: 793.784485
	Iteration 52Q: 3 clusters Score -342470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342480.375000 Penalty: 793.784485
	Iteration 53Q: 3 clusters Score -342480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -342467.062500 Penalty: 793.784485
	Iteration 54Q: 3 clusters Score -342467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342473.031250 Penalty: 793.784485
	Iteration 55Q: 3 clusters Score -342473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342470.000000 Penalty: 793.784485
	Iteration 56Q: 3 clusters Score -342470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342470.437500 Penalty: 793.784485
	Iteration 57Q: 3 clusters Score -342470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342482.218750 Penalty: 793.784485
	Iteration 58Q: 3 clusters Score -342482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -342474.468750 Penalty: 793.784485
	Iteration 59Q: 3 clusters Score -342474.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342487.468750 Penalty: 793.784485
	Iteration 60F: 3 clusters Score -342487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342472.718750 Penalty: 793.784485
	Iteration 61Q: 3 clusters Score -342472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342474.781250 Penalty: 793.784485
	Iteration 62Q: 3 clusters Score -342474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -342486.625000 Penalty: 793.784485
	Iteration 63Q: 3 clusters Score -342486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342437.343750 Penalty: 793.784485
	Iteration 64Q: 3 clusters Score -342437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -342471.875000 Penalty: 793.784485
	Iteration 65Q: 3 clusters Score -342471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -342483.437500 Penalty: 793.784485
	Iteration 66Q: 3 clusters Score -342483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -342474.593750 Penalty: 793.784485
	Iteration 67Q: 3 clusters Score -342474.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -342484.437500 Penalty: 793.784485
	Iteration 68Q: 3 clusters Score -342484.4 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -342461.5 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -342473.2 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -342484.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -342482.3 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -342488.6 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -342453.7 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -342471.6 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -342481.3 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -342487.2 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -342480 nChanged 2
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -342483.6 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -342470 nChanged 8
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -342472.1 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -342485.6 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -342460.4 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -342477.1 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -342483.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -342486.7 nChanged 4
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -342469.8 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -342471.3 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -342486.4 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -342491.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -342486.5 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -342483.4 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -342471 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -342480.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -342477.3 nChanged 4
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -342489.5 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -342477.6 nChanged 6
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -342459.3 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -342479.1 nChanged 4
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -342444.4 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -342488.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -342459.5 nChanged 7
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -342473 nChanged 13
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -342472.1 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -342470.3 nChanged 9
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -342463.9 nChanged 17
Entering Unmasked Mstep 
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	Iteration 107Q: 3 clusters Score -342479.9 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -342479.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -342482.2 nChanged 14
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -342465.2 nChanged 11
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -342487.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -342485.2 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -342480.3 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -342483.1 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -342476.1 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -342476 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -342473.5 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -342477.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -342483.9 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -342484.6 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -342453.1 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -342475.9 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -342485.8 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -342486.7 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -342470.9 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -342484 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -342486.2 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -342469.3 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -342483.8 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -342483.3 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -342475.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -342486.2 nChanged 5
Entering Unmasked Mstep 
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	Iteration 133Q: 3 clusters Score -342463.1 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -342434.8 nChanged 16
Entering Unmasked Mstep 
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	Iteration 135Q: 3 clusters Score -342488.4 nChanged 17
Entering Unmasked Mstep 
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	Iteration 136Q: 3 clusters Score -342476 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -342480.9 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -342485.7 nChanged 10
Entering Unmasked Mstep 
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	Iteration 139Q: 3 clusters Score -342474.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -342492.2 nChanged 5
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -342467.9 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -342470.4 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -342478.7 nChanged 15
Entering Unmasked Mstep 
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	Iteration 144Q: 3 clusters Score -342483.3 nChanged 6
Entering Unmasked Mstep 
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	Iteration 145Q: 3 clusters Score -342450 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -342480.3 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -342476.7 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -342474.9 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -342480.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -342489.9 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -342471.8 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -342475 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -342464.2 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -342483.1 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -342476.2 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -342476.9 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -342479.9 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342472.812500 Penalty: 793.784485
	Iteration 158Q: 3 clusters Score -342472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -342483.625000 Penalty: 793.784485
	Iteration 159Q: 3 clusters Score -342483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342478.781250 Penalty: 793.784485
	Iteration 160F: 3 clusters Score -342478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -342477.437500 Penalty: 793.784485
	Iteration 161Q: 3 clusters Score -342477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342484.000000 Penalty: 793.784485
	Iteration 162Q: 3 clusters Score -342484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342488.218750 Penalty: 793.784485
	Iteration 163Q: 3 clusters Score -342488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -342479.375000 Penalty: 793.784485
	Iteration 164Q: 3 clusters Score -342479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -342483.531250 Penalty: 793.784485
	Iteration 165Q: 3 clusters Score -342483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -342487.031250 Penalty: 793.784485
	Iteration 166Q: 3 clusters Score -342487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342485.250000 Penalty: 793.784485
	Iteration 167Q: 3 clusters Score -342485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342473.468750 Penalty: 793.784485
	Iteration 168Q: 3 clusters Score -342473.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -342384.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -342482.218750 Penalty: 793.784485
	Iteration 170Q: 3 clusters Score -342482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342485.625000 Penalty: 793.784485
	Iteration 171Q: 3 clusters Score -342485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -342472.875000 Penalty: 793.784485
	Iteration 172Q: 3 clusters Score -342472.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -342480.687500 Penalty: 793.784485
	Iteration 173Q: 3 clusters Score -342480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -342468.093750 Penalty: 793.784485
	Iteration 174Q: 3 clusters Score -342468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -342460.906250 Penalty: 793.784485
	Iteration 175Q: 3 clusters Score -342460.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -342460.187500 Penalty: 793.784485
	Iteration 176Q: 3 clusters Score -342460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -342479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -342482.656250 Penalty: 793.784485
	Iteration 178Q: 3 clusters Score -342482.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -342462.468750 Penalty: 793.784485
	Iteration 179Q: 3 clusters Score -342462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -342472.031250 Penalty: 793.784485
	Iteration 180F: 3 clusters Score -342472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -342490.125000 Penalty: 793.784485
	Iteration 181Q: 3 clusters Score -342490.1 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -342485.6 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -342466.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -342476.1 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -342455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -342486.3 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -342485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -342483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -342467.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -342483.343750 Penalty: 793.784485
	Iteration 190Q: 3 clusters Score -342483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -342476.750000 Penalty: 793.784485
	Iteration 191Q: 3 clusters Score -342476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -342488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -342475.968750 Penalty: 793.784485
	Iteration 193Q: 3 clusters Score -342476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -342476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -342458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -342468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -342472.750000 Penalty: 793.784485
	Iteration 197Q: 3 clusters Score -342472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -342483.125000 Penalty: 793.784485
	Iteration 198Q: 3 clusters Score -342483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -342472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -342482.687500 Penalty: 793.784485
	Iteration 200F: 3 clusters Score -342482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -342480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -342423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -342473.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -342466.250000 Penalty: 793.784485
	Iteration 204Q: 3 clusters Score -342466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -342479.031250 Penalty: 793.784485
	Iteration 205Q: 3 clusters Score -342479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -342489.312500 Penalty: 793.784485
	Iteration 206Q: 3 clusters Score -342489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -342475.593750 Penalty: 793.784485
	Iteration 207Q: 3 clusters Score -342475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -342454.187500 Penalty: 793.784485
	Iteration 208Q: 3 clusters Score -342454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -342490.718750 Penalty: 793.784485
	Iteration 209Q: 3 clusters Score -342490.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -342480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -342481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -342482.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -342482 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342487.437500 Penalty: 793.784485
	Iteration 214Q: 3 clusters Score -342487.4 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -342477.1 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -342465.1 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -342486.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -342472.8 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -342453.7 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342485.062500 Penalty: 793.784485
	Iteration 220F: 3 clusters Score -342485.1 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -342473.7 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -342475.7 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -342487.8 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -342483.3 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -342462.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -342455.625000 Penalty: 793.784485
	Iteration 226Q: 3 clusters Score -342455.6 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -342462.6 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -342475.2 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -342473.2 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -342485.7 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342475.312500 Penalty: 793.784485
	Iteration 231Q: 3 clusters Score -342475.3 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -342483.2 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -342483.3 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -342466.1 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -342472.9 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -342474.6 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -342485.4 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342487.093750 Penalty: 793.784485
	Iteration 238Q: 3 clusters Score -342487.1 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342449.812500 Penalty: 793.784485
	Iteration 239Q: 3 clusters Score -342449.8 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342473.031250 Penalty: 793.784485
	Iteration 240F: 3 clusters Score -342473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -342478.000000 Penalty: 793.784485
	Iteration 241Q: 3 clusters Score -342478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -342479.250000 Penalty: 793.784485
	Iteration 242Q: 3 clusters Score -342479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -342475.937500 Penalty: 793.784485
	Iteration 243Q: 3 clusters Score -342475.9 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -342489.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -342485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -342484.031250 Penalty: 793.784485
	Iteration 246Q: 3 clusters Score -342484 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -342477.468750 Penalty: 793.784485
	Iteration 247Q: 3 clusters Score -342477.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -342479.281250 Penalty: 793.784485
	Iteration 248Q: 3 clusters Score -342479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -342479.718750 Penalty: 793.784485
	Iteration 249Q: 3 clusters Score -342479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -342456.687500 Penalty: 793.784485
	Iteration 250Q: 3 clusters Score -342456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -342484.156250 Penalty: 793.784485
	Iteration 251Q: 3 clusters Score -342484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -342486.000000 Penalty: 793.784485
	Iteration 252Q: 3 clusters Score -342486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -342479.500000 Penalty: 793.784485
	Iteration 253Q: 3 clusters Score -342479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -342479.687500 Penalty: 793.784485
	Iteration 254Q: 3 clusters Score -342479.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342480.906250 Penalty: 793.784485
	Iteration 255Q: 3 clusters Score -342480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -342482.781250 Penalty: 793.784485
	Iteration 256Q: 3 clusters Score -342482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342482.750000 Penalty: 793.784485
	Iteration 257Q: 3 clusters Score -342482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -342490.906250 Penalty: 793.784485
	Iteration 258Q: 3 clusters Score -342490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342484.281250 Penalty: 793.784485
	Iteration 259Q: 3 clusters Score -342484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -342477.125000 Penalty: 793.784485
	Iteration 260F: 3 clusters Score -342477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342476.687500 Penalty: 793.784485
	Iteration 261Q: 3 clusters Score -342476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -342481.343750 Penalty: 793.784485
	Iteration 262Q: 3 clusters Score -342481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -342459.125000 Penalty: 793.784485
	Iteration 263Q: 3 clusters Score -342459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -342481.843750 Penalty: 793.784485
	Iteration 264Q: 3 clusters Score -342481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342486.312500 Penalty: 793.784485
	Iteration 265Q: 3 clusters Score -342486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342486.781250 Penalty: 793.784485
	Iteration 266Q: 3 clusters Score -342486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -342486.781250 Penalty: 793.784485
	Iteration 267F: 3 clusters Score -342486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 81553 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 4698 members 
Entering Unmasked Estep 
Score: -58095604.000000 Penalty: 15104.583984
Splitting cluster 13 changes total score from -58062240.000000 to -58095604.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -412157.343750 Penalty: 403.326691
	Iteration 0F: 2 clusters Score -412157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -407534.937500 Penalty: 806.653381
	Iteration 0F: 3 clusters Score -407534.9 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -409303.250000 Penalty: 806.653381
	Iteration 1F: 3 clusters Score -409303.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -409653.031250 Penalty: 806.653381
	Iteration 2F: 3 clusters Score -409653 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -410130.593750 Penalty: 806.653381
	Iteration 3F: 3 clusters Score -410130.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -410512.968750 Penalty: 806.653381
	Iteration 4F: 3 clusters Score -410513 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -410732.843750 Penalty: 806.653381
	Iteration 5F: 3 clusters Score -410732.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -410848.875000 Penalty: 806.653381
	Iteration 6Q: 3 clusters Score -410848.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -410925.375000 Penalty: 806.653381
	Iteration 7Q: 3 clusters Score -410925.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -410981.843750 Penalty: 806.653381
	Iteration 8Q: 3 clusters Score -410981.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -411030.437500 Penalty: 806.653381
	Iteration 9Q: 3 clusters Score -411030.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -411064.593750 Penalty: 806.653381
	Iteration 10Q: 3 clusters Score -411064.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -411091.156250 Penalty: 806.653381
	Iteration 11Q: 3 clusters Score -411091.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -411123.781250 Penalty: 806.653381
	Iteration 12Q: 3 clusters Score -411123.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -411153.687500 Penalty: 806.653381
	Iteration 13Q: 3 clusters Score -411153.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -411178.031250 Penalty: 806.653381
	Iteration 14Q: 3 clusters Score -411178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -411207.312500 Penalty: 806.653381
	Iteration 15Q: 3 clusters Score -411207.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -411240.812500 Penalty: 806.653381
	Iteration 16Q: 3 clusters Score -411240.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -411272.812500 Penalty: 806.653381
	Iteration 17Q: 3 clusters Score -411272.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -411313.562500 Penalty: 806.653381
	Iteration 18Q: 3 clusters Score -411313.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -411347.781250 Penalty: 806.653381
	Iteration 19Q: 3 clusters Score -411347.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -411385.875000 Penalty: 806.653381
	Iteration 20F: 3 clusters Score -411385.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -411413.250000 Penalty: 806.653381
	Iteration 21Q: 3 clusters Score -411413.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -411446.875000 Penalty: 806.653381
	Iteration 22Q: 3 clusters Score -411446.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -411483.468750 Penalty: 806.653381
	Iteration 23Q: 3 clusters Score -411483.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -411524.500000 Penalty: 806.653381
	Iteration 24Q: 3 clusters Score -411524.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -411575.531250 Penalty: 806.653381
	Iteration 25Q: 3 clusters Score -411575.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411624.875000 Penalty: 806.653381
	Iteration 26Q: 3 clusters Score -411624.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -411680.875000 Penalty: 806.653381
	Iteration 27Q: 3 clusters Score -411680.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -411738.968750 Penalty: 806.653381
	Iteration 28Q: 3 clusters Score -411739 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411795.375000 Penalty: 806.653381
	Iteration 29Q: 3 clusters Score -411795.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -411846.968750 Penalty: 806.653381
	Iteration 30Q: 3 clusters Score -411847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -411894.531250 Penalty: 806.653381
	Iteration 31Q: 3 clusters Score -411894.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -411932.031250 Penalty: 806.653381
	Iteration 32Q: 3 clusters Score -411932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -411963.656250 Penalty: 806.653381
	Iteration 33Q: 3 clusters Score -411963.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -411990.156250 Penalty: 806.653381
	Iteration 34Q: 3 clusters Score -411990.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -412006.625000 Penalty: 806.653381
	Iteration 35Q: 3 clusters Score -412006.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -412016.625000 Penalty: 806.653381
	Iteration 36Q: 3 clusters Score -412016.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -412023.250000 Penalty: 806.653381
	Iteration 37Q: 3 clusters Score -412023.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -412028.406250 Penalty: 806.653381
	Iteration 38Q: 3 clusters Score -412028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -412030.218750 Penalty: 806.653381
	Iteration 39Q: 3 clusters Score -412030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -412034.531250 Penalty: 806.653381
	Iteration 40F: 3 clusters Score -412034.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -412041.406250 Penalty: 806.653381
	Iteration 41Q: 3 clusters Score -412041.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -412053.000000 Penalty: 806.653381
	Iteration 42Q: 3 clusters Score -412053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -412060.375000 Penalty: 806.653381
	Iteration 43Q: 3 clusters Score -412060.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -412064.406250 Penalty: 806.653381
	Iteration 44Q: 3 clusters Score -412064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -412066.781250 Penalty: 806.653381
	Iteration 45Q: 3 clusters Score -412066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -412069.843750 Penalty: 806.653381
	Iteration 46Q: 3 clusters Score -412069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -412071.531250 Penalty: 806.653381
	Iteration 47Q: 3 clusters Score -412071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -412071.000000 Penalty: 806.653381
	Iteration 48Q: 3 clusters Score -412071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -412072.406250 Penalty: 806.653381
	Iteration 49Q: 3 clusters Score -412072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -412074.156250 Penalty: 806.653381
	Iteration 50Q: 3 clusters Score -412074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -412073.718750 Penalty: 806.653381
	Iteration 51Q: 3 clusters Score -412073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -412073.250000 Penalty: 806.653381
	Iteration 52Q: 3 clusters Score -412073.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -412073.250000 Penalty: 806.653381
	Iteration 53F: 3 clusters Score -412073.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Entering Unmasked Estep 
Score: -7539002.000000 Penalty: 534.336365
	Iteration 0F: 2 clusters Score -7539002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -7457071.000000 Penalty: 1068.672729
	Iteration 0F: 3 clusters Score -7457071 nChanged 61758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -7496117.000000 Penalty: 1068.672729
	Iteration 1F: 3 clusters Score -7496117 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -7499950.000000 Penalty: 1068.672729
	Iteration 2F: 3 clusters Score -7499950 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -7505276.000000 Penalty: 1068.672729
	Iteration 3F: 3 clusters Score -7505276 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -7511864.500000 Penalty: 1068.672729
	Iteration 4F: 3 clusters Score -7511864 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -7518674.000000 Penalty: 1068.672729
	Iteration 5F: 3 clusters Score -7518674 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -7524492.000000 Penalty: 1068.672729
	Iteration 6F: 3 clusters Score -7524492 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -7528615.500000 Penalty: 1068.672729
	Iteration 7F: 3 clusters Score -7528616 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -7531727.000000 Penalty: 1068.672729
	Iteration 8Q: 3 clusters Score -7531727 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -7534314.000000 Penalty: 1068.672729
	Iteration 9Q: 3 clusters Score -7534314 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -7535993.500000 Penalty: 1068.672729
	Iteration 10Q: 3 clusters Score -7535994 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -7536972.500000 Penalty: 1068.672729
	Iteration 11Q: 3 clusters Score -7536972 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -7537593.500000 Penalty: 1068.672729
	Iteration 12Q: 3 clusters Score -7537594 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -7537945.500000 Penalty: 1068.672729
	Iteration 13Q: 3 clusters Score -7537946 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 122610 members 
Entering Unmasked Estep 
Score: -7538181.500000 Penalty: 1068.672729
	Iteration 14Q: 3 clusters Score -7538182 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 123068 members 
Entering Unmasked Estep 
Score: -7538303.500000 Penalty: 1068.672729
	Iteration 15Q: 3 clusters Score -7538304 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -7538399.000000 Penalty: 1068.672729
	Iteration 16Q: 3 clusters Score -7538399 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 123710 members 
Entering Unmasked Estep 
Score: -7538500.500000 Penalty: 1068.672729
	Iteration 17Q: 3 clusters Score -7538500 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -7538552.500000 Penalty: 1068.672729
	Iteration 18Q: 3 clusters Score -7538552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -7538587.000000 Penalty: 1068.672729
	Iteration 19Q: 3 clusters Score -7538587 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -7538637.000000 Penalty: 1068.672729
	Iteration 20F: 3 clusters Score -7538637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -7538656.000000 Penalty: 1068.672729
	Iteration 21Q: 3 clusters Score -7538656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 124462 members 
Entering Unmasked Estep 
Score: -7538666.500000 Penalty: 1068.672729
	Iteration 22Q: 3 clusters Score -7538666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -7538669.000000 Penalty: 1068.672729
	Iteration 23Q: 3 clusters Score -7538669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -7538680.500000 Penalty: 1068.672729
	Iteration 24Q: 3 clusters Score -7538680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -7538716.000000 Penalty: 1068.672729
	Iteration 25Q: 3 clusters Score -7538716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -7538740.000000 Penalty: 1068.672729
	Iteration 26Q: 3 clusters Score -7538740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -7538732.000000 Penalty: 1068.672729
	Iteration 27Q: 3 clusters Score -7538732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -7538731.500000 Penalty: 1068.672729
	Iteration 28Q: 3 clusters Score -7538732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 124714 members 
Entering Unmasked Estep 
Score: -7538725.500000 Penalty: 1068.672729
	Iteration 29Q: 3 clusters Score -7538726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -7538729.500000 Penalty: 1068.672729
	Iteration 30Q: 3 clusters Score -7538730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -7538740.000000 Penalty: 1068.672729
	Iteration 31Q: 3 clusters Score -7538740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 124757 members 
Entering Unmasked Estep 
Score: -7538747.500000 Penalty: 1068.672729
	Iteration 32Q: 3 clusters Score -7538748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 124773 members 
Entering Unmasked Estep 
Score: -7538749.500000 Penalty: 1068.672729
	Iteration 33Q: 3 clusters Score -7538750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -7538735.000000 Penalty: 1068.672729
	Iteration 34Q: 3 clusters Score -7538735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -7538744.000000 Penalty: 1068.672729
	Iteration 35Q: 3 clusters Score -7538744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -7538750.500000 Penalty: 1068.672729
	Iteration 36Q: 3 clusters Score -7538750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -7538740.500000 Penalty: 1068.672729
	Iteration 37Q: 3 clusters Score -7538740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -7538746.000000 Penalty: 1068.672729
	Iteration 38Q: 3 clusters Score -7538746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -7538748.500000 Penalty: 1068.672729
	Iteration 39Q: 3 clusters Score -7538748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -7538746.500000 Penalty: 1068.672729
	Iteration 40F: 3 clusters Score -7538746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -7538750.500000 Penalty: 1068.672729
	Iteration 41Q: 3 clusters Score -7538750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -7538757.000000 Penalty: 1068.672729
	Iteration 42Q: 3 clusters Score -7538757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -7538758.500000 Penalty: 1068.672729
	Iteration 43Q: 3 clusters Score -7538758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -7538766.000000 Penalty: 1068.672729
	Iteration 44Q: 3 clusters Score -7538766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -7538766.500000 Penalty: 1068.672729
	Iteration 45Q: 3 clusters Score -7538766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 124820 members 
Entering Unmasked Estep 
Score: -7538766.500000 Penalty: 1068.672729
	Iteration 46Q: 3 clusters Score -7538766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 124820 members 
Entering Unmasked Estep 
Score: -7538769.500000 Penalty: 1068.672729
	Iteration 47Q: 3 clusters Score -7538770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -7538768.500000 Penalty: 1068.672729
	Iteration 48Q: 3 clusters Score -7538768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -7538771.500000 Penalty: 1068.672729
	Iteration 49Q: 3 clusters Score -7538772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 124820 members 
Entering Unmasked Estep 
Score: -7538768.500000 Penalty: 1068.672729
	Iteration 50Q: 3 clusters Score -7538768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 124820 members 
Entering Unmasked Estep 
Score: -7538771.000000 Penalty: 1068.672729
	Iteration 51Q: 3 clusters Score -7538771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -7538772.500000 Penalty: 1068.672729
	Iteration 52Q: 3 clusters Score -7538772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -7538774.000000 Penalty: 1068.672729
	Iteration 53Q: 3 clusters Score -7538774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -7538775.500000 Penalty: 1068.672729
	Iteration 54Q: 3 clusters Score -7538776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -7538775.500000 Penalty: 1068.672729
	Iteration 55F: 3 clusters Score -7538776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Entering Unmasked Estep 
Score: -4818029.500000 Penalty: 514.559875
	Iteration 0F: 2 clusters Score -4818030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4763162.000000 Penalty: 1029.119751
	Iteration 0F: 3 clusters Score -4763162 nChanged 39757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4790159.000000 Penalty: 1029.119751
	Iteration 1F: 3 clusters Score -4790159 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4793136.000000 Penalty: 1029.119751
	Iteration 2F: 3 clusters Score -4793136 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4797331.500000 Penalty: 1029.119751
	Iteration 3F: 3 clusters Score -4797332 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4801904.500000 Penalty: 1029.119751
	Iteration 4F: 3 clusters Score -4801904 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4805174.000000 Penalty: 1029.119751
	Iteration 5F: 3 clusters Score -4805174 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4806691.000000 Penalty: 1029.119751
	Iteration 6Q: 3 clusters Score -4806691 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4807404.500000 Penalty: 1029.119751
	Iteration 7Q: 3 clusters Score -4807404 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4807918.500000 Penalty: 1029.119751
	Iteration 8Q: 3 clusters Score -4807918 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4808461.000000 Penalty: 1029.119751
	Iteration 9Q: 3 clusters Score -4808461 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4809044.000000 Penalty: 1029.119751
	Iteration 10Q: 3 clusters Score -4809044 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4809646.000000 Penalty: 1029.119751
	Iteration 11Q: 3 clusters Score -4809646 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4810229.500000 Penalty: 1029.119751
	Iteration 12Q: 3 clusters Score -4810230 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4810896.000000 Penalty: 1029.119751
	Iteration 13Q: 3 clusters Score -4810896 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4811586.500000 Penalty: 1029.119751
	Iteration 14Q: 3 clusters Score -4811586 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4812259.000000 Penalty: 1029.119751
	Iteration 15Q: 3 clusters Score -4812259 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4813035.000000 Penalty: 1029.119751
	Iteration 16Q: 3 clusters Score -4813035 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4813772.500000 Penalty: 1029.119751
	Iteration 17Q: 3 clusters Score -4813772 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4814489.500000 Penalty: 1029.119751
	Iteration 18Q: 3 clusters Score -4814490 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -4815160.500000 Penalty: 1029.119751
	Iteration 19Q: 3 clusters Score -4815160 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4815745.000000 Penalty: 1029.119751
	Iteration 20F: 3 clusters Score -4815745 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4816382.000000 Penalty: 1029.119751
	Iteration 21Q: 3 clusters Score -4816382 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4816919.000000 Penalty: 1029.119751
	Iteration 22Q: 3 clusters Score -4816919 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4817339.500000 Penalty: 1029.119751
	Iteration 23Q: 3 clusters Score -4817340 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4817678.000000 Penalty: 1029.119751
	Iteration 24Q: 3 clusters Score -4817678 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4817956.000000 Penalty: 1029.119751
	Iteration 25Q: 3 clusters Score -4817956 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4818178.000000 Penalty: 1029.119751
	Iteration 26Q: 3 clusters Score -4818178 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4818379.000000 Penalty: 1029.119751
	Iteration 27Q: 3 clusters Score -4818379 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4818548.000000 Penalty: 1029.119751
	Iteration 28Q: 3 clusters Score -4818548 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4818685.000000 Penalty: 1029.119751
	Iteration 29Q: 3 clusters Score -4818685 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4818773.000000 Penalty: 1029.119751
	Iteration 30Q: 3 clusters Score -4818773 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4818844.000000 Penalty: 1029.119751
	Iteration 31Q: 3 clusters Score -4818844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4818882.000000 Penalty: 1029.119751
	Iteration 32Q: 3 clusters Score -4818882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4818923.500000 Penalty: 1029.119751
	Iteration 33Q: 3 clusters Score -4818924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4818947.000000 Penalty: 1029.119751
	Iteration 34Q: 3 clusters Score -4818947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4818961.500000 Penalty: 1029.119751
	Iteration 35Q: 3 clusters Score -4818962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4818959.500000 Penalty: 1029.119751
	Iteration 36Q: 3 clusters Score -4818960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4818960.000000 Penalty: 1029.119751
	Iteration 37Q: 3 clusters Score -4818960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4818958.000000 Penalty: 1029.119751
	Iteration 38Q: 3 clusters Score -4818958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4818966.000000 Penalty: 1029.119751
	Iteration 39Q: 3 clusters Score -4818966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4818977.500000 Penalty: 1029.119751
	Iteration 40F: 3 clusters Score -4818978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4818986.000000 Penalty: 1029.119751
	Iteration 41Q: 3 clusters Score -4818986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4818985.500000 Penalty: 1029.119751
	Iteration 42Q: 3 clusters Score -4818986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4818984.500000 Penalty: 1029.119751
	Iteration 43Q: 3 clusters Score -4818984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4818987.000000 Penalty: 1029.119751
	Iteration 44Q: 3 clusters Score -4818987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4818985.500000 Penalty: 1029.119751
	Iteration 45Q: 3 clusters Score -4818986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4818979.500000 Penalty: 1029.119751
	Iteration 46Q: 3 clusters Score -4818980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4818977.500000 Penalty: 1029.119751
	Iteration 47Q: 3 clusters Score -4818978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4818980.000000 Penalty: 1029.119751
	Iteration 48Q: 3 clusters Score -4818980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4818979.500000 Penalty: 1029.119751
	Iteration 49Q: 3 clusters Score -4818980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4818979.500000 Penalty: 1029.119751
	Iteration 50Q: 3 clusters Score -4818980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4818983.500000 Penalty: 1029.119751
	Iteration 51Q: 3 clusters Score -4818984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4818983.500000 Penalty: 1029.119751
	Iteration 52F: 3 clusters Score -4818984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 79143 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 2410 members 
Entering Unmasked Estep 
Score: -58096312.000000 Penalty: 15733.942383
Splitting cluster 17 changes total score from -58062240.000000 to -58096312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (123357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Entering Unmasked Estep 
Score: -7430141.000000 Penalty: 533.389099
	Iteration 0F: 2 clusters Score -7430141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -7347849.000000 Penalty: 1066.778198
	Iteration 0F: 3 clusters Score -7347849 nChanged 60569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -7385069.500000 Penalty: 1066.778198
	Iteration 1F: 3 clusters Score -7385070 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -7386666.500000 Penalty: 1066.778198
	Iteration 2Q: 3 clusters Score -7386666 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -7389531.000000 Penalty: 1066.778198
	Iteration 3Q: 3 clusters Score -7389531 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -7394515.000000 Penalty: 1066.778198
	Iteration 4F: 3 clusters Score -7394515 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -7401722.000000 Penalty: 1066.778198
	Iteration 5F: 3 clusters Score -7401722 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -7409486.500000 Penalty: 1066.778198
	Iteration 6F: 3 clusters Score -7409486 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -7414919.500000 Penalty: 1066.778198
	Iteration 7F: 3 clusters Score -7414920 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -7417413.000000 Penalty: 1066.778198
	Iteration 8Q: 3 clusters Score -7417413 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -7418529.000000 Penalty: 1066.778198
	Iteration 9Q: 3 clusters Score -7418529 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -7419202.500000 Penalty: 1066.778198
	Iteration 10Q: 3 clusters Score -7419202 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -7419833.000000 Penalty: 1066.778198
	Iteration 11Q: 3 clusters Score -7419833 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -7420427.500000 Penalty: 1066.778198
	Iteration 12Q: 3 clusters Score -7420428 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -7421009.000000 Penalty: 1066.778198
	Iteration 13Q: 3 clusters Score -7421009 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -7421486.500000 Penalty: 1066.778198
	Iteration 14Q: 3 clusters Score -7421486 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -7421927.500000 Penalty: 1066.778198
	Iteration 15Q: 3 clusters Score -7421928 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -7422318.000000 Penalty: 1066.778198
	Iteration 16Q: 3 clusters Score -7422318 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -7422644.500000 Penalty: 1066.778198
	Iteration 17Q: 3 clusters Score -7422644 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -7422972.000000 Penalty: 1066.778198
	Iteration 18Q: 3 clusters Score -7422972 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 92607 members 
Entering Unmasked Estep 
Score: -7423278.500000 Penalty: 1066.778198
	Iteration 19Q: 3 clusters Score -7423278 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -7423578.000000 Penalty: 1066.778198
	Iteration 20F: 3 clusters Score -7423578 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -7423857.500000 Penalty: 1066.778198
	Iteration 21Q: 3 clusters Score -7423858 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -7424120.500000 Penalty: 1066.778198
	Iteration 22Q: 3 clusters Score -7424120 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -7424421.000000 Penalty: 1066.778198
	Iteration 23Q: 3 clusters Score -7424421 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -7424651.000000 Penalty: 1066.778198
	Iteration 24Q: 3 clusters Score -7424651 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -7424870.500000 Penalty: 1066.778198
	Iteration 25Q: 3 clusters Score -7424870 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -7425161.000000 Penalty: 1066.778198
	Iteration 26Q: 3 clusters Score -7425161 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -7425414.500000 Penalty: 1066.778198
	Iteration 27Q: 3 clusters Score -7425414 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -7425620.500000 Penalty: 1066.778198
	Iteration 28Q: 3 clusters Score -7425620 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -7425814.000000 Penalty: 1066.778198
	Iteration 29Q: 3 clusters Score -7425814 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -7425967.000000 Penalty: 1066.778198
	Iteration 30Q: 3 clusters Score -7425967 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -7426160.500000 Penalty: 1066.778198
	Iteration 31Q: 3 clusters Score -7426160 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -7426332.500000 Penalty: 1066.778198
	Iteration 32Q: 3 clusters Score -7426332 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -7426522.000000 Penalty: 1066.778198
	Iteration 33Q: 3 clusters Score -7426522 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -7426697.000000 Penalty: 1066.778198
	Iteration 34Q: 3 clusters Score -7426697 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -7426894.000000 Penalty: 1066.778198
	Iteration 35Q: 3 clusters Score -7426894 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -7426998.500000 Penalty: 1066.778198
	Iteration 36Q: 3 clusters Score -7426998 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -7427186.500000 Penalty: 1066.778198
	Iteration 37Q: 3 clusters Score -7427186 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -7427327.000000 Penalty: 1066.778198
	Iteration 38Q: 3 clusters Score -7427327 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -7427503.000000 Penalty: 1066.778198
	Iteration 39Q: 3 clusters Score -7427503 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -7427667.500000 Penalty: 1066.778198
	Iteration 40F: 3 clusters Score -7427668 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -7427803.000000 Penalty: 1066.778198
	Iteration 41Q: 3 clusters Score -7427803 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -7427936.500000 Penalty: 1066.778198
	Iteration 42Q: 3 clusters Score -7427936 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -7428087.500000 Penalty: 1066.778198
	Iteration 43Q: 3 clusters Score -7428088 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 111982 members 
Entering Unmasked Estep 
Score: -7428210.500000 Penalty: 1066.778198
	Iteration 44Q: 3 clusters Score -7428210 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -7428320.500000 Penalty: 1066.778198
	Iteration 45Q: 3 clusters Score -7428320 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 113505 members 
Entering Unmasked Estep 
Score: -7428463.500000 Penalty: 1066.778198
	Iteration 46Q: 3 clusters Score -7428464 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -7428555.500000 Penalty: 1066.778198
	Iteration 47Q: 3 clusters Score -7428556 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -7428666.500000 Penalty: 1066.778198
	Iteration 48Q: 3 clusters Score -7428666 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -7428750.500000 Penalty: 1066.778198
	Iteration 49Q: 3 clusters Score -7428750 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -7428835.500000 Penalty: 1066.778198
	Iteration 50Q: 3 clusters Score -7428836 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -7428915.000000 Penalty: 1066.778198
	Iteration 51Q: 3 clusters Score -7428915 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -7429031.000000 Penalty: 1066.778198
	Iteration 52Q: 3 clusters Score -7429031 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -7429119.500000 Penalty: 1066.778198
	Iteration 53Q: 3 clusters Score -7429120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -7429183.000000 Penalty: 1066.778198
	Iteration 54Q: 3 clusters Score -7429183 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -7429210.000000 Penalty: 1066.778198
	Iteration 55Q: 3 clusters Score -7429210 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -7429266.500000 Penalty: 1066.778198
	Iteration 56Q: 3 clusters Score -7429266 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -7429348.500000 Penalty: 1066.778198
	Iteration 57Q: 3 clusters Score -7429348 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -7429413.500000 Penalty: 1066.778198
	Iteration 58Q: 3 clusters Score -7429414 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -7429450.000000 Penalty: 1066.778198
	Iteration 59Q: 3 clusters Score -7429450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 121069 members 
Entering Unmasked Estep 
Score: -7429498.000000 Penalty: 1066.778198
	Iteration 60F: 3 clusters Score -7429498 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -7429536.000000 Penalty: 1066.778198
	Iteration 61Q: 3 clusters Score -7429536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -7429560.000000 Penalty: 1066.778198
	Iteration 62Q: 3 clusters Score -7429560 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 121743 members 
Entering Unmasked Estep 
Score: -7429574.500000 Penalty: 1066.778198
	Iteration 63Q: 3 clusters Score -7429574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 121891 members 
Entering Unmasked Estep 
Score: -7429601.000000 Penalty: 1066.778198
	Iteration 64Q: 3 clusters Score -7429601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -7429622.000000 Penalty: 1066.778198
	Iteration 65Q: 3 clusters Score -7429622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -7429627.500000 Penalty: 1066.778198
	Iteration 66Q: 3 clusters Score -7429628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 122192 members 
Entering Unmasked Estep 
Score: -7429639.500000 Penalty: 1066.778198
	Iteration 67Q: 3 clusters Score -7429640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -7429661.500000 Penalty: 1066.778198
	Iteration 68Q: 3 clusters Score -7429662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -7429660.500000 Penalty: 1066.778198
	Iteration 69Q: 3 clusters Score -7429660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -7429664.500000 Penalty: 1066.778198
	Iteration 70Q: 3 clusters Score -7429664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -7429671.000000 Penalty: 1066.778198
	Iteration 71Q: 3 clusters Score -7429671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -7429689.500000 Penalty: 1066.778198
	Iteration 72Q: 3 clusters Score -7429690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 122552 members 
Entering Unmasked Estep 
Score: -7429701.500000 Penalty: 1066.778198
	Iteration 73Q: 3 clusters Score -7429702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -7429696.500000 Penalty: 1066.778198
	Iteration 74Q: 3 clusters Score -7429696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 122623 members 
Entering Unmasked Estep 
Score: -7429707.000000 Penalty: 1066.778198
	Iteration 75Q: 3 clusters Score -7429707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -7429728.000000 Penalty: 1066.778198
	Iteration 76Q: 3 clusters Score -7429728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -7429730.000000 Penalty: 1066.778198
	Iteration 77Q: 3 clusters Score -7429730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -7429739.000000 Penalty: 1066.778198
	Iteration 78Q: 3 clusters Score -7429739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 122717 members 
Entering Unmasked Estep 
Score: -7429742.500000 Penalty: 1066.778198
	Iteration 79Q: 3 clusters Score -7429742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 122732 members 
Entering Unmasked Estep 
Score: -7429742.500000 Penalty: 1066.778198
	Iteration 80F: 3 clusters Score -7429742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -7429751.500000 Penalty: 1066.778198
	Iteration 81Q: 3 clusters Score -7429752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -7429754.500000 Penalty: 1066.778198
	Iteration 82Q: 3 clusters Score -7429754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -7429760.000000 Penalty: 1066.778198
	Iteration 83Q: 3 clusters Score -7429760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -7429763.500000 Penalty: 1066.778198
	Iteration 84Q: 3 clusters Score -7429764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -7429759.500000 Penalty: 1066.778198
	Iteration 85Q: 3 clusters Score -7429760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -7429768.500000 Penalty: 1066.778198
	Iteration 86Q: 3 clusters Score -7429768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -7429774.500000 Penalty: 1066.778198
	Iteration 87Q: 3 clusters Score -7429774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -7429777.000000 Penalty: 1066.778198
	Iteration 88Q: 3 clusters Score -7429777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -7429781.000000 Penalty: 1066.778198
	Iteration 89Q: 3 clusters Score -7429781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -7429781.000000 Penalty: 1066.778198
	Iteration 90Q: 3 clusters Score -7429781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -7429778.500000 Penalty: 1066.778198
	Iteration 91Q: 3 clusters Score -7429778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
Score: -7429788.000000 Penalty: 1066.778198
	Iteration 92Q: 3 clusters Score -7429788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -7429789.000000 Penalty: 1066.778198
	Iteration 93Q: 3 clusters Score -7429789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 122836 members 
Entering Unmasked Estep 
Score: -7429788.500000 Penalty: 1066.778198
	Iteration 94Q: 3 clusters Score -7429788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -7429797.000000 Penalty: 1066.778198
	Iteration 95Q: 3 clusters Score -7429797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -7429792.500000 Penalty: 1066.778198
	Iteration 96Q: 3 clusters Score -7429792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -7429792.000000 Penalty: 1066.778198
	Iteration 97Q: 3 clusters Score -7429792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -7429786.500000 Penalty: 1066.778198
	Iteration 98Q: 3 clusters Score -7429786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -7429785.500000 Penalty: 1066.778198
	Iteration 99Q: 3 clusters Score -7429786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -7429784.000000 Penalty: 1066.778198
	Iteration 100F: 3 clusters Score -7429784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -168647.515625 Penalty: 364.576996
	Iteration 0F: 2 clusters Score -168647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -166534.734375 Penalty: 729.153992
	Iteration 0F: 3 clusters Score -166534.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -167206.296875 Penalty: 729.153992
	Iteration 1F: 3 clusters Score -167206.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -167329.625000 Penalty: 729.153992
	Iteration 2F: 3 clusters Score -167329.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -167448.828125 Penalty: 729.153992
	Iteration 3F: 3 clusters Score -167448.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -167554.812500 Penalty: 729.153992
	Iteration 4F: 3 clusters Score -167554.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -167644.406250 Penalty: 729.153992
	Iteration 5F: 3 clusters Score -167644.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -167746.375000 Penalty: 729.153992
	Iteration 6Q: 3 clusters Score -167746.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -167862.203125 Penalty: 729.153992
	Iteration 7Q: 3 clusters Score -167862.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -167995.625000 Penalty: 729.153992
	Iteration 8Q: 3 clusters Score -167995.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -168133.406250 Penalty: 729.153992
	Iteration 9Q: 3 clusters Score -168133.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -168253.031250 Penalty: 729.153992
	Iteration 10Q: 3 clusters Score -168253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -168335.593750 Penalty: 729.153992
	Iteration 11Q: 3 clusters Score -168335.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -168384.546875 Penalty: 729.153992
	Iteration 12Q: 3 clusters Score -168384.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -168400.125000 Penalty: 729.153992
	Iteration 13Q: 3 clusters Score -168400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -168411.718750 Penalty: 729.153992
	Iteration 14Q: 3 clusters Score -168411.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -168421.453125 Penalty: 729.153992
	Iteration 15Q: 3 clusters Score -168421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -168428.562500 Penalty: 729.153992
	Iteration 16Q: 3 clusters Score -168428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -168432.656250 Penalty: 729.153992
	Iteration 17Q: 3 clusters Score -168432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -168435.484375 Penalty: 729.153992
	Iteration 18Q: 3 clusters Score -168435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -168444.625000 Penalty: 729.153992
	Iteration 19Q: 3 clusters Score -168444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -168454.343750 Penalty: 729.153992
	Iteration 20F: 3 clusters Score -168454.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -168460.343750 Penalty: 729.153992
	Iteration 21Q: 3 clusters Score -168460.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -168465.390625 Penalty: 729.153992
	Iteration 22Q: 3 clusters Score -168465.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -168470.109375 Penalty: 729.153992
	Iteration 23Q: 3 clusters Score -168470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -168473.062500 Penalty: 729.153992
	Iteration 24Q: 3 clusters Score -168473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -168474.640625 Penalty: 729.153992
	Iteration 25Q: 3 clusters Score -168474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -168476.375000 Penalty: 729.153992
	Iteration 26Q: 3 clusters Score -168476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -168478.921875 Penalty: 729.153992
	Iteration 27Q: 3 clusters Score -168478.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -168482.046875 Penalty: 729.153992
	Iteration 28Q: 3 clusters Score -168482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -168485.046875 Penalty: 729.153992
	Iteration 29Q: 3 clusters Score -168485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -168487.390625 Penalty: 729.153992
	Iteration 30Q: 3 clusters Score -168487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -168491.531250 Penalty: 729.153992
	Iteration 31Q: 3 clusters Score -168491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -168499.000000 Penalty: 729.153992
	Iteration 32Q: 3 clusters Score -168499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -168506.734375 Penalty: 729.153992
	Iteration 33Q: 3 clusters Score -168506.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -168514.968750 Penalty: 729.153992
	Iteration 34Q: 3 clusters Score -168515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -168526.687500 Penalty: 729.153992
	Iteration 35Q: 3 clusters Score -168526.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -168539.109375 Penalty: 729.153992
	Iteration 36Q: 3 clusters Score -168539.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -168557.484375 Penalty: 729.153992
	Iteration 37Q: 3 clusters Score -168557.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -168582.875000 Penalty: 729.153992
	Iteration 38Q: 3 clusters Score -168582.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -168612.296875 Penalty: 729.153992
	Iteration 39Q: 3 clusters Score -168612.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -168649.296875 Penalty: 729.153992
	Iteration 40F: 3 clusters Score -168649.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -168703.281250 Penalty: 729.153992
	Iteration 41Q: 3 clusters Score -168703.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -168765.453125 Penalty: 729.153992
	Iteration 42Q: 3 clusters Score -168765.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -168838.968750 Penalty: 729.153992
	Iteration 43Q: 3 clusters Score -168839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -168891.968750 Penalty: 729.153992
	Iteration 44Q: 3 clusters Score -168892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -168923.046875 Penalty: 729.153992
	Iteration 45Q: 3 clusters Score -168923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -168934.140625 Penalty: 729.153992
	Iteration 46Q: 3 clusters Score -168934.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -168936.843750 Penalty: 729.153992
	Iteration 47Q: 3 clusters Score -168936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -168938.937500 Penalty: 729.153992
	Iteration 48Q: 3 clusters Score -168938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -168940.703125 Penalty: 729.153992
	Iteration 49Q: 3 clusters Score -168940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -168941.593750 Penalty: 729.153992
	Iteration 50Q: 3 clusters Score -168941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -168942.421875 Penalty: 729.153992
	Iteration 51Q: 3 clusters Score -168942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -168942.984375 Penalty: 729.153992
	Iteration 52Q: 3 clusters Score -168943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -168943.296875 Penalty: 729.153992
	Iteration 53Q: 3 clusters Score -168943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -168943.359375 Penalty: 729.153992
	Iteration 54Q: 3 clusters Score -168943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -168946.671875 Penalty: 729.153992
	Iteration 55F: 3 clusters Score -168946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -168947.296875 Penalty: 729.153992
	Iteration 56Q: 3 clusters Score -168947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -168947.234375 Penalty: 729.153992
	Iteration 57Q: 3 clusters Score -168947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -168947.328125 Penalty: 729.153992
	Iteration 58Q: 3 clusters Score -168947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -168947.328125 Penalty: 729.153992
	Iteration 59F: 3 clusters Score -168947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 79143 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 1704 members 
Entering Unmasked Estep 
Score: -58096404.000000 Penalty: 16363.299805
Splitting cluster 19 changes total score from -58062240.000000 to -58096404.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (101042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Entering Unmasked Estep 
Score: -5949704.500000 Penalty: 524.309753
	Iteration 0F: 2 clusters Score -5949704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -5881366.500000 Penalty: 1048.619507
	Iteration 0F: 3 clusters Score -5881366 nChanged 49390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -5914431.500000 Penalty: 1048.619507
	Iteration 1F: 3 clusters Score -5914432 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -5918963.500000 Penalty: 1048.619507
	Iteration 2F: 3 clusters Score -5918964 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -5925391.000000 Penalty: 1048.619507
	Iteration 3F: 3 clusters Score -5925391 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -5932980.000000 Penalty: 1048.619507
	Iteration 4F: 3 clusters Score -5932980 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -5939462.000000 Penalty: 1048.619507
	Iteration 5F: 3 clusters Score -5939462 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5948433 nChanged 440
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5948720 nChanged 315
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5949067 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5949202 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5949230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5949305 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5949319 nChanged 69
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Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5949333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5949362 nChanged 48
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Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5949378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5949384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5949394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5949394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5949397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5949404 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5949396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5949401 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5949394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5949398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5949399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5949406 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5949409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5949421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5949422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5949428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5949436 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5949442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5949438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5949448 nChanged 24
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Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5949464 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5949468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5949495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5949516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5949523 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5949532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5949538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5949540 nChanged 16
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Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5949538 nChanged 19
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Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5949551 nChanged 14
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5949550 nChanged 8
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Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5949552 nChanged 8
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5949554 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 604 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5949560 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5949568 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5949562 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5949576 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5949584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5949588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5949586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5949602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5949613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5949618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5949612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5949612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5949612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5949616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5949614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5949612 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -5949619.000000 Penalty: 1048.619507
	Iteration 76Q: 3 clusters Score -5949619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5949627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5949626 nChanged 8
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Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5949633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5949634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5949633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5949638 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5949644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5949646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 100316 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5949648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5949656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5949666 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5949670 nChanged 7
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Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5949661 nChanged 8
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Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100296 members 
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	Iteration 90Q: 3 clusters Score -5949667 nChanged 7
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Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5949665 nChanged 7
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Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5949665 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5949672 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5949670 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5949674 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5949680 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5949678 nChanged 10
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Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5949678 nChanged 8
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Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5949676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -5949680.500000 Penalty: 1048.619507
	Iteration 100F: 3 clusters Score -5949680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -5949675.000000 Penalty: 1048.619507
	Iteration 101Q: 3 clusters Score -5949675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -5949669.000000 Penalty: 1048.619507
	Iteration 102Q: 3 clusters Score -5949669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -5949670.500000 Penalty: 1048.619507
	Iteration 103Q: 3 clusters Score -5949670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -5949675.000000 Penalty: 1048.619507
	Iteration 104Q: 3 clusters Score -5949675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -5949675.500000 Penalty: 1048.619507
	Iteration 105Q: 3 clusters Score -5949676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -5949675.500000 Penalty: 1048.619507
	Iteration 106F: 3 clusters Score -5949676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -129908.898438 Penalty: 356.048676
	Iteration 0F: 2 clusters Score -129908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -128140.125000 Penalty: 712.097351
	Iteration 0F: 3 clusters Score -128140.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -128759.867188 Penalty: 712.097351
	Iteration 1F: 3 clusters Score -128759.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -129001.953125 Penalty: 712.097351
	Iteration 2F: 3 clusters Score -129002 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -129190.304688 Penalty: 712.097351
	Iteration 3F: 3 clusters Score -129190.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129338.421875 Penalty: 712.097351
	Iteration 4F: 3 clusters Score -129338.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -129444.554688 Penalty: 712.097351
	Iteration 5F: 3 clusters Score -129444.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -129537.046875 Penalty: 712.097351
	Iteration 6Q: 3 clusters Score -129537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -129600.203125 Penalty: 712.097351
	Iteration 7Q: 3 clusters Score -129600.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -129638.671875 Penalty: 712.097351
	Iteration 8Q: 3 clusters Score -129638.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -129651.273438 Penalty: 712.097351
	Iteration 9Q: 3 clusters Score -129651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -129657.929688 Penalty: 712.097351
	Iteration 10Q: 3 clusters Score -129657.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -129663.859375 Penalty: 712.097351
	Iteration 11Q: 3 clusters Score -129663.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -129670.062500 Penalty: 712.097351
	Iteration 12Q: 3 clusters Score -129670.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129675.656250 Penalty: 712.097351
	Iteration 13Q: 3 clusters Score -129675.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129679.460938 Penalty: 712.097351
	Iteration 14Q: 3 clusters Score -129679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -129687.375000 Penalty: 712.097351
	Iteration 15Q: 3 clusters Score -129687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -129692.968750 Penalty: 712.097351
	Iteration 16Q: 3 clusters Score -129693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -129697.187500 Penalty: 712.097351
	Iteration 17Q: 3 clusters Score -129697.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -129701.015625 Penalty: 712.097351
	Iteration 18Q: 3 clusters Score -129701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129702.906250 Penalty: 712.097351
	Iteration 19Q: 3 clusters Score -129702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -129704.085938 Penalty: 712.097351
	Iteration 20F: 3 clusters Score -129704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129704.601562 Penalty: 712.097351
	Iteration 21Q: 3 clusters Score -129704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -129704.929688 Penalty: 712.097351
	Iteration 22Q: 3 clusters Score -129704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129705.531250 Penalty: 712.097351
	Iteration 23Q: 3 clusters Score -129705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -129706.085938 Penalty: 712.097351
	Iteration 24Q: 3 clusters Score -129706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -129706.515625 Penalty: 712.097351
	Iteration 25Q: 3 clusters Score -129706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -129707.687500 Penalty: 712.097351
	Iteration 26Q: 3 clusters Score -129707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -129708.250000 Penalty: 712.097351
	Iteration 27Q: 3 clusters Score -129708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129708.570312 Penalty: 712.097351
	Iteration 28Q: 3 clusters Score -129708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -129709.523438 Penalty: 712.097351
	Iteration 29Q: 3 clusters Score -129709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -129709.757812 Penalty: 712.097351
	Iteration 30Q: 3 clusters Score -129709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -129710.093750 Penalty: 712.097351
	Iteration 31Q: 3 clusters Score -129710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -129710.304688 Penalty: 712.097351
	Iteration 32Q: 3 clusters Score -129710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129710.609375 Penalty: 712.097351
	Iteration 33Q: 3 clusters Score -129710.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129710.609375 Penalty: 712.097351
	Iteration 34F: 3 clusters Score -129710.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -94324.281250 Penalty: 357.726105
	Iteration 0F: 2 clusters Score -94324.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -92612.945312 Penalty: 715.452209
	Iteration 0F: 3 clusters Score -92612.95 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -96061.703125 Penalty: 715.452209
	Iteration 1F: 3 clusters Score -96061.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97647.117188 Penalty: 715.452209
	Iteration 2F: 3 clusters Score -97647.12 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -99143.257812 Penalty: 715.452209
	Iteration 3F: 3 clusters Score -99143.26 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -99845.296875 Penalty: 715.452209
	Iteration 4F: 3 clusters Score -99845.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -100050.929688 Penalty: 715.452209
	Iteration 5Q: 3 clusters Score -100050.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -100129.835938 Penalty: 715.452209
	Iteration 6Q: 3 clusters Score -100129.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -100175.718750 Penalty: 715.452209
	Iteration 7Q: 3 clusters Score -100175.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -100211.531250 Penalty: 715.452209
	Iteration 8Q: 3 clusters Score -100211.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -100227.679688 Penalty: 715.452209
	Iteration 9Q: 3 clusters Score -100227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -100210.648438 Penalty: 715.452209
	Iteration 10Q: 3 clusters Score -100210.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -100228.960938 Penalty: 715.452209
	Iteration 11Q: 3 clusters Score -100229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -100232.117188 Penalty: 715.452209
	Iteration 12Q: 3 clusters Score -100232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -100225.000000 Penalty: 715.452209
	Iteration 13Q: 3 clusters Score -100225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -100216.992188 Penalty: 715.452209
	Iteration 14Q: 3 clusters Score -100217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -100219.226562 Penalty: 715.452209
	Iteration 15Q: 3 clusters Score -100219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -100232.109375 Penalty: 715.452209
	Iteration 16Q: 3 clusters Score -100232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -100221.000000 Penalty: 715.452209
	Iteration 17Q: 3 clusters Score -100221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -100231.945312 Penalty: 715.452209
	Iteration 18Q: 3 clusters Score -100231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -100218.375000 Penalty: 715.452209
	Iteration 19Q: 3 clusters Score -100218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -100231.921875 Penalty: 715.452209
	Iteration 20F: 3 clusters Score -100231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100237.546875 Penalty: 715.452209
	Iteration 21Q: 3 clusters Score -100237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -100239.945312 Penalty: 715.452209
	Iteration 22Q: 3 clusters Score -100239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -100238.367188 Penalty: 715.452209
	Iteration 23Q: 3 clusters Score -100238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -100240.953125 Penalty: 715.452209
	Iteration 24Q: 3 clusters Score -100241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -100240.039062 Penalty: 715.452209
	Iteration 25Q: 3 clusters Score -100240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100240.257812 Penalty: 715.452209
	Iteration 26Q: 3 clusters Score -100240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -100236.445312 Penalty: 715.452209
	Iteration 27Q: 3 clusters Score -100236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -100239.828125 Penalty: 715.452209
	Iteration 28Q: 3 clusters Score -100239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -100244.710938 Penalty: 715.452209
	Iteration 29Q: 3 clusters Score -100244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -100243.109375 Penalty: 715.452209
	Iteration 30Q: 3 clusters Score -100243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -100234.523438 Penalty: 715.452209
	Iteration 31Q: 3 clusters Score -100234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -100242.750000 Penalty: 715.452209
	Iteration 32Q: 3 clusters Score -100242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -100243.445312 Penalty: 715.452209
	Iteration 33Q: 3 clusters Score -100243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -100246.750000 Penalty: 715.452209
	Iteration 34Q: 3 clusters Score -100246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -100254.343750 Penalty: 715.452209
	Iteration 35Q: 3 clusters Score -100254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -100263.210938 Penalty: 715.452209
	Iteration 36Q: 3 clusters Score -100263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -100262.812500 Penalty: 715.452209
	Iteration 37Q: 3 clusters Score -100262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -100260.476562 Penalty: 715.452209
	Iteration 38Q: 3 clusters Score -100260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -100265.195312 Penalty: 715.452209
	Iteration 39Q: 3 clusters Score -100265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -100261.445312 Penalty: 715.452209
	Iteration 40F: 3 clusters Score -100261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -100268.882812 Penalty: 715.452209
	Iteration 41Q: 3 clusters Score -100268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -100272.421875 Penalty: 715.452209
	Iteration 42Q: 3 clusters Score -100272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -100267.921875 Penalty: 715.452209
	Iteration 43Q: 3 clusters Score -100267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -100266.968750 Penalty: 715.452209
	Iteration 44Q: 3 clusters Score -100267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -100271.390625 Penalty: 715.452209
	Iteration 45Q: 3 clusters Score -100271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -100260.093750 Penalty: 715.452209
	Iteration 46Q: 3 clusters Score -100260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -100264.367188 Penalty: 715.452209
	Iteration 47Q: 3 clusters Score -100264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
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	Iteration 424Q: 3 clusters Score -100264 nChanged 1
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	Iteration 426Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 428Q: 3 clusters Score -100264 nChanged 1
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	Iteration 429Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 430Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 432Q: 3 clusters Score -100264 nChanged 1
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	Iteration 433Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 434Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 436Q: 3 clusters Score -100264 nChanged 1
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	Iteration 440F: 3 clusters Score -100264 nChanged 1
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	Iteration 443Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 444Q: 3 clusters Score -100264 nChanged 1
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	Iteration 448Q: 3 clusters Score -100264 nChanged 1
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	Iteration 456Q: 3 clusters Score -100264 nChanged 1
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	Iteration 457Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 460F: 3 clusters Score -100264 nChanged 1
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	Iteration 461Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 463Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 464Q: 3 clusters Score -100264 nChanged 1
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	Iteration 465Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 466Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 467Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 468Q: 3 clusters Score -100264 nChanged 1
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	Iteration 469Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 470Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 471Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 472Q: 3 clusters Score -100264 nChanged 1
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	Iteration 473Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 474Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 475Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 476Q: 3 clusters Score -100264 nChanged 1
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	Iteration 477Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 478Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 479Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 480F: 3 clusters Score -100264 nChanged 1
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	Iteration 481Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 482Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 483Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 484Q: 3 clusters Score -100264 nChanged 1
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	Iteration 485Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 486Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 487Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 488Q: 3 clusters Score -100264 nChanged 1
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	Iteration 489Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 490Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 491Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 492Q: 3 clusters Score -100264 nChanged 1
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	Iteration 493Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 494Q: 3 clusters Score -100260.1 nChanged 3
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	Iteration 495Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 496Q: 3 clusters Score -100264 nChanged 1
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	Iteration 497Q: 3 clusters Score -100269.6 nChanged 4
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	Iteration 499Q: 3 clusters Score -100264.4 nChanged 2
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	Iteration 500F: 3 clusters Score -100264 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 32877 members 
Mstep: Class 3 contains 146369 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 79143 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 1193 members 
Entering Unmasked Estep 
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Splitting cluster 22 changes total score from -58062240.000000 to -58101952.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
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Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 72737 members 
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Mstep: Class 8 contains 118044 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 7075 members 
Mstep: Class 16 contains 125952 members 
Mstep: Class 17 contains 79143 members 
Mstep: Class 18 contains 123357 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 2503 members 
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Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 28 clusters Score -5.811194e+07 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
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Mstep: Class 2 contains 33797 members 
Mstep: Class 3 contains 143356 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 72741 members 
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Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 8148 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 7083 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 127985 members 
Mstep: Class 17 contains 80218 members 
Mstep: Class 18 contains 125479 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 99686 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 740 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 2890 members 
Mstep: Class 26 contains 1372 members 
Mstep: Class 27 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 28 clusters Score -5.811841e+07 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 145012 members 
Mstep: Class 4 contains 2574 members 
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Mstep: Class 8 contains 114121 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 8352 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 7079 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 129405 members 
Mstep: Class 17 contains 80352 members 
Mstep: Class 18 contains 127470 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 97497 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 1629 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 3293 members 
Mstep: Class 26 contains 1294 members 
Mstep: Class 27 contains 1207 members 
Entering Unmasked Estep 
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Iteration 41Q: 28 clusters Score -5.812428e+07 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 35626 members 
Mstep: Class 3 contains 145259 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 72738 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 377 members 
Mstep: Class 8 contains 112419 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 6272 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 130901 members 
Mstep: Class 17 contains 80625 members 
Mstep: Class 18 contains 129376 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 95264 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 805 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 3635 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58127400.000000 Penalty: 16992.658203
Iteration 42Q: 28 clusters Score -5.81274e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 36409 members 
Mstep: Class 3 contains 145115 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 72739 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 111371 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 7332 members 
Mstep: Class 12 contains 6263 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 7056 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 132259 members 
Mstep: Class 17 contains 80880 members 
Mstep: Class 18 contains 131137 members 
Mstep: Class 19 contains 2373 members 
Mstep: Class 20 contains 93234 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 826 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128468.000000 Penalty: 16992.658203
Iteration 43Q: 28 clusters Score -5.812847e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 37097 members 
Mstep: Class 3 contains 144792 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 110798 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 7737 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 1539 members 
Mstep: Class 14 contains 7040 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 133436 members 
Mstep: Class 17 contains 81190 members 
Mstep: Class 18 contains 132634 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 91347 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 839 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128868.000000 Penalty: 16992.658203
Iteration 44Q: 28 clusters Score -5.812887e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 37777 members 
Mstep: Class 3 contains 144396 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 72744 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 110373 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 134384 members 
Mstep: Class 17 contains 81528 members 
Mstep: Class 18 contains 133884 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 89690 members 
Mstep: Class 21 contains 2599 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 1264 members 
Mstep: Class 27 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129048.000000 Penalty: 16992.658203
Iteration 45Q: 28 clusters Score -5.812905e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 38364 members 
Mstep: Class 3 contains 143861 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 72745 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 110166 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 8669 members 
Mstep: Class 11 contains 8593 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 7022 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 135096 members 
Mstep: Class 17 contains 81902 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 88321 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 1610 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129072.000000 Penalty: 16992.658203
Iteration 46Q: 28 clusters Score -5.812907e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 38899 members 
Mstep: Class 3 contains 143384 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 5 contains 72747 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 110069 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 7016 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 135523 members 
Mstep: Class 17 contains 82356 members 
Mstep: Class 18 contains 135460 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 87044 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 4948 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128752.000000 Penalty: 16992.658203
Iteration 47Q: 28 clusters Score -5.812875e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 142914 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 72745 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 110132 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 135769 members 
Mstep: Class 17 contains 82838 members 
Mstep: Class 18 contains 135864 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 85865 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 870 members 
Mstep: Class 24 contains 4607 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128532.000000 Penalty: 16992.658203
Iteration 48Q: 28 clusters Score -5.812853e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 39735 members 
Mstep: Class 3 contains 142464 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 110173 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135837 members 
Mstep: Class 17 contains 83352 members 
Mstep: Class 18 contains 136077 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 84811 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 4606 members 
Mstep: Class 25 contains 5241 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128624.000000 Penalty: 16992.658203
Iteration 49Q: 28 clusters Score -5.812862e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 40055 members 
Mstep: Class 3 contains 142037 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 72746 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 386 members 
Mstep: Class 8 contains 110239 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8660 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 6185 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 7008 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135827 members 
Mstep: Class 17 contains 83873 members 
Mstep: Class 18 contains 136097 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 83854 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 4607 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58127332.000000 Penalty: 16992.658203
Iteration 50Q: 28 clusters Score -5.812733e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 40298 members 
Mstep: Class 3 contains 141631 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 72752 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 110368 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8668 members 
Mstep: Class 11 contains 10937 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135727 members 
Mstep: Class 17 contains 84469 members 
Mstep: Class 18 contains 135879 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 82938 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 5417 members 
Mstep: Class 26 contains 1197 members 
Mstep: Class 27 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128872.000000 Penalty: 16992.658203
Iteration 51Q: 28 clusters Score -5.812887e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 40502 members 
Mstep: Class 3 contains 141266 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 72753 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 8 contains 110478 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8673 members 
Mstep: Class 11 contains 11340 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 7000 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135611 members 
Mstep: Class 17 contains 85096 members 
Mstep: Class 18 contains 135508 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 82097 members 
Mstep: Class 21 contains 2653 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 1189 members 
Mstep: Class 27 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128448.000000 Penalty: 16992.658203
Iteration 52Q: 28 clusters Score -5.812845e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 150119 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 140929 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 72752 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 110613 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 11720 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135503 members 
Mstep: Class 17 contains 85727 members 
Mstep: Class 18 contains 135053 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 81239 members 
Mstep: Class 21 contains 2667 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 880 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 1164 members 
Mstep: Class 27 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58128428.000000 Penalty: 16992.658203
Iteration 53Q: 28 clusters Score -5.812843e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 40783 members 
Mstep: Class 3 contains 140631 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 72753 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 110749 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 12059 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135353 members 
Mstep: Class 17 contains 86311 members 
Mstep: Class 18 contains 134447 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 80462 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 1804 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 4621 members 
Mstep: Class 25 contains 5640 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129136.000000 Penalty: 16992.658203
Iteration 54Q: 28 clusters Score -5.812914e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 140388 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 72754 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 110857 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 12350 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135188 members 
Mstep: Class 17 contains 86930 members 
Mstep: Class 18 contains 133734 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 79668 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 1804 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5711 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129540.000000 Penalty: 16992.658203
Iteration 55Q: 28 clusters Score -5.812954e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 40998 members 
Mstep: Class 3 contains 140177 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 72761 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 110955 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8725 members 
Mstep: Class 11 contains 12612 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 6989 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 135042 members 
Mstep: Class 17 contains 87581 members 
Mstep: Class 18 contains 132958 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 78878 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 1797 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 4617 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129088.000000 Penalty: 16992.658203
Iteration 56Q: 28 clusters Score -5.812909e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 41079 members 
Mstep: Class 3 contains 140006 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 72768 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 110982 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8753 members 
Mstep: Class 11 contains 12849 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 134889 members 
Mstep: Class 17 contains 88294 members 
Mstep: Class 18 contains 132139 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 78075 members 
Mstep: Class 21 contains 2710 members 
Mstep: Class 22 contains 1819 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 4621 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58125396.000000 Penalty: 16992.658203
Iteration 57Q: 28 clusters Score -5.81254e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 41155 members 
Mstep: Class 3 contains 139836 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 72771 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 110991 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 6980 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 134690 members 
Mstep: Class 17 contains 89025 members 
Mstep: Class 18 contains 131287 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 77307 members 
Mstep: Class 21 contains 2722 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 4620 members 
Mstep: Class 25 contains 5926 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129132.000000 Penalty: 16992.658203
Iteration 58Q: 28 clusters Score -5.812913e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 41236 members 
Mstep: Class 3 contains 139711 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 72770 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 481 members 
Mstep: Class 8 contains 111017 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 13290 members 
Mstep: Class 12 contains 5811 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 6982 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 134488 members 
Mstep: Class 17 contains 89763 members 
Mstep: Class 18 contains 130370 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 76546 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 933 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 5980 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58129344.000000 Penalty: 16992.658203
Iteration 59Q: 28 clusters Score -5.812934e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 41308 members 
Mstep: Class 3 contains 139620 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 72768 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 484 members 
Mstep: Class 8 contains 111017 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 5860 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 6982 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 134304 members 
Mstep: Class 17 contains 90487 members 
Mstep: Class 18 contains 129462 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 75800 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 1917 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 4619 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58130028.000000 Penalty: 16992.658203
Iteration 60F: 28 clusters Score -5.813003e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 41387 members 
Mstep: Class 3 contains 139269 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 72767 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 110962 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 14138 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 6984 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 134029 members 
Mstep: Class 17 contains 91172 members 
Mstep: Class 18 contains 128540 members 
Mstep: Class 19 contains 3029 members 
Mstep: Class 20 contains 75015 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 6058 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58131572.000000 Penalty: 16992.658203
Iteration 61Q: 28 clusters Score -5.813157e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 41469 members 
Mstep: Class 3 contains 138811 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 72767 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 111005 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 8871 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 6981 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 133745 members 
Mstep: Class 17 contains 91916 members 
Mstep: Class 18 contains 127592 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 74218 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58132056.000000 Penalty: 16992.658203
Iteration 62Q: 28 clusters Score -5.813206e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 41546 members 
Mstep: Class 3 contains 138316 members 
Mstep: Class 4 contains 2958 members 
Mstep: Class 5 contains 72769 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111008 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 5886 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 6980 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 133468 members 
Mstep: Class 17 contains 92694 members 
Mstep: Class 18 contains 126708 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 73408 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 4652 members 
Mstep: Class 25 contains 6136 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58132572.000000 Penalty: 16992.658203
Iteration 63Q: 28 clusters Score -5.813257e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 137762 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 72771 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111040 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8891 members 
Mstep: Class 11 contains 16280 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 6977 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 133158 members 
Mstep: Class 17 contains 93459 members 
Mstep: Class 18 contains 125835 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 72597 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 4668 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58132752.000000 Penalty: 16992.658203
Iteration 64Q: 28 clusters Score -5.813275e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 41671 members 
Mstep: Class 3 contains 137168 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 72772 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111047 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8903 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 6978 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 132866 members 
Mstep: Class 17 contains 94230 members 
Mstep: Class 18 contains 124978 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 71805 members 
Mstep: Class 21 contains 2712 members 
Mstep: Class 22 contains 1852 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 4679 members 
Mstep: Class 25 contains 6210 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58132832.000000 Penalty: 16992.658203
Iteration 65Q: 28 clusters Score -5.813283e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 41707 members 
Mstep: Class 3 contains 136507 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 72772 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111078 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 6981 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 132585 members 
Mstep: Class 17 contains 95020 members 
Mstep: Class 18 contains 124151 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 71003 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 4688 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 1154 members 
Mstep: Class 27 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133444.000000 Penalty: 16992.658203
Iteration 66Q: 28 clusters Score -5.813344e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 160511 members 
Mstep: Class 2 contains 41750 members 
Mstep: Class 3 contains 135824 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 72770 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111119 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8927 members 
Mstep: Class 11 contains 18806 members 
Mstep: Class 12 contains 5800 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 132268 members 
Mstep: Class 17 contains 95842 members 
Mstep: Class 18 contains 123474 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 70201 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 1937 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 6269 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133608.000000 Penalty: 16992.658203
Iteration 67Q: 28 clusters Score -5.813361e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 41779 members 
Mstep: Class 3 contains 135113 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 72770 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 111174 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8935 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 6986 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 131996 members 
Mstep: Class 17 contains 96701 members 
Mstep: Class 18 contains 122838 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 20 contains 69352 members 
Mstep: Class 21 contains 2712 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 6308 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133924.000000 Penalty: 16992.658203
Iteration 68Q: 28 clusters Score -5.813392e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 161601 members 
Mstep: Class 2 contains 41810 members 
Mstep: Class 3 contains 134357 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 72768 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 111289 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 20440 members 
Mstep: Class 12 contains 5786 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 131709 members 
Mstep: Class 17 contains 97639 members 
Mstep: Class 18 contains 122242 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 20 contains 68488 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4708 members 
Mstep: Class 25 contains 6348 members 
Mstep: Class 26 contains 1165 members 
Mstep: Class 27 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134296.000000 Penalty: 16992.658203
Iteration 69Q: 28 clusters Score -5.81343e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 41840 members 
Mstep: Class 3 contains 133633 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 72768 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111349 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8952 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 131456 members 
Mstep: Class 17 contains 98615 members 
Mstep: Class 18 contains 121711 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 67574 members 
Mstep: Class 21 contains 2710 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 6401 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134252.000000 Penalty: 16992.658203
Iteration 70Q: 28 clusters Score -5.813425e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 41863 members 
Mstep: Class 3 contains 132900 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 72768 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 111423 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 11 contains 21955 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 131240 members 
Mstep: Class 17 contains 99612 members 
Mstep: Class 18 contains 121259 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 66623 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134336.000000 Penalty: 16992.658203
Iteration 71Q: 28 clusters Score -5.813434e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 162838 members 
Mstep: Class 2 contains 41889 members 
Mstep: Class 3 contains 132143 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 72767 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 111467 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8972 members 
Mstep: Class 11 contains 22697 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 131093 members 
Mstep: Class 17 contains 100679 members 
Mstep: Class 18 contains 120860 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 65616 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134392.000000 Penalty: 16992.658203
Iteration 72Q: 28 clusters Score -5.813439e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 131434 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 72769 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111470 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8975 members 
Mstep: Class 11 contains 23399 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 6997 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130974 members 
Mstep: Class 17 contains 101681 members 
Mstep: Class 18 contains 120522 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 64699 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134420.000000 Penalty: 16992.658203
Iteration 73Q: 28 clusters Score -5.813442e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 41906 members 
Mstep: Class 3 contains 130734 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 72770 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 111533 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 11 contains 24028 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130861 members 
Mstep: Class 17 contains 102716 members 
Mstep: Class 18 contains 120278 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 63758 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 2027 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 6505 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133832.000000 Penalty: 16992.658203
Iteration 74Q: 28 clusters Score -5.813383e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 41903 members 
Mstep: Class 3 contains 130141 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 72773 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111574 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8979 members 
Mstep: Class 11 contains 24559 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130768 members 
Mstep: Class 17 contains 103716 members 
Mstep: Class 18 contains 120163 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 62867 members 
Mstep: Class 21 contains 2717 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 4716 members 
Mstep: Class 25 contains 6514 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134136.000000 Penalty: 16992.658203
Iteration 75Q: 28 clusters Score -5.813414e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163376 members 
Mstep: Class 2 contains 41902 members 
Mstep: Class 3 contains 129626 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 72774 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111593 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 25030 members 
Mstep: Class 12 contains 5706 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130705 members 
Mstep: Class 17 contains 104705 members 
Mstep: Class 18 contains 120144 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 61966 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 4722 members 
Mstep: Class 25 contains 6511 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58133700.000000 Penalty: 16992.658203
Iteration 76Q: 28 clusters Score -5.81337e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 41907 members 
Mstep: Class 3 contains 129143 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 111639 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 8995 members 
Mstep: Class 11 contains 25453 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130641 members 
Mstep: Class 17 contains 105657 members 
Mstep: Class 18 contains 120162 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 61062 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4721 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58134984.000000 Penalty: 16992.658203
Iteration 77Q: 28 clusters Score -5.813498e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 41911 members 
Mstep: Class 3 contains 128691 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 111647 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 25860 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130607 members 
Mstep: Class 17 contains 106569 members 
Mstep: Class 18 contains 120228 members 
Mstep: Class 19 contains 3630 members 
Mstep: Class 20 contains 60167 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 6562 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58135384.000000 Penalty: 16992.658203
Iteration 78Q: 28 clusters Score -5.813538e+07 nChanged 2645
Entering ConstructFrom: 
Score: -58135384.000000 Penalty: 16992.658203
Entering ConstructFrom: 
Trying to split cluster 1 (163141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Entering Unmasked Estep 
Score: -9747346.000000 Penalty: 546.107849
	Iteration 0F: 2 clusters Score -9747346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -9639868.000000 Penalty: 1092.215698
	Iteration 0F: 3 clusters Score -9639868 nChanged 80240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -9689967.000000 Penalty: 1092.215698
	Iteration 1F: 3 clusters Score -9689967 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -9692300.000000 Penalty: 1092.215698
	Iteration 2Q: 3 clusters Score -9692300 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -9695836.000000 Penalty: 1092.215698
	Iteration 3Q: 3 clusters Score -9695836 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -9702233.000000 Penalty: 1092.215698
	Iteration 4F: 3 clusters Score -9702233 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -9711901.000000 Penalty: 1092.215698
	Iteration 5F: 3 clusters Score -9711901 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -9722030.000000 Penalty: 1092.215698
	Iteration 6F: 3 clusters Score -9722030 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -9728126.000000 Penalty: 1092.215698
	Iteration 7F: 3 clusters Score -9728126 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 120444 members 
Entering Unmasked Estep 
Score: -9731101.000000 Penalty: 1092.215698
	Iteration 8Q: 3 clusters Score -9731101 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -9732802.000000 Penalty: 1092.215698
	Iteration 9Q: 3 clusters Score -9732802 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -9734286.000000 Penalty: 1092.215698
	Iteration 10Q: 3 clusters Score -9734286 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -9735585.000000 Penalty: 1092.215698
	Iteration 11Q: 3 clusters Score -9735585 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -9736821.000000 Penalty: 1092.215698
	Iteration 12Q: 3 clusters Score -9736821 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 135889 members 
Entering Unmasked Estep 
Score: -9738012.000000 Penalty: 1092.215698
	Iteration 13Q: 3 clusters Score -9738012 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -9739085.000000 Penalty: 1092.215698
	Iteration 14Q: 3 clusters Score -9739085 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -9740004.000000 Penalty: 1092.215698
	Iteration 15Q: 3 clusters Score -9740004 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -9740868.000000 Penalty: 1092.215698
	Iteration 16Q: 3 clusters Score -9740868 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -9741643.000000 Penalty: 1092.215698
	Iteration 17Q: 3 clusters Score -9741643 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 147747 members 
Entering Unmasked Estep 
Score: -9742422.000000 Penalty: 1092.215698
	Iteration 18Q: 3 clusters Score -9742422 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -9743183.000000 Penalty: 1092.215698
	Iteration 19Q: 3 clusters Score -9743183 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -9743869.000000 Penalty: 1092.215698
	Iteration 20F: 3 clusters Score -9743869 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -9744509.000000 Penalty: 1092.215698
	Iteration 21Q: 3 clusters Score -9744509 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -9745073.000000 Penalty: 1092.215698
	Iteration 22Q: 3 clusters Score -9745073 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -9745516.000000 Penalty: 1092.215698
	Iteration 23Q: 3 clusters Score -9745516 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 157662 members 
Entering Unmasked Estep 
Score: -9745856.000000 Penalty: 1092.215698
	Iteration 24Q: 3 clusters Score -9745856 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 158639 members 
Entering Unmasked Estep 
Score: -9746159.000000 Penalty: 1092.215698
	Iteration 25Q: 3 clusters Score -9746159 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -9746379.000000 Penalty: 1092.215698
	Iteration 26Q: 3 clusters Score -9746379 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -9746519.000000 Penalty: 1092.215698
	Iteration 27Q: 3 clusters Score -9746519 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -9746624.000000 Penalty: 1092.215698
	Iteration 28Q: 3 clusters Score -9746624 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -9746730.000000 Penalty: 1092.215698
	Iteration 29Q: 3 clusters Score -9746730 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 161306 members 
Entering Unmasked Estep 
Score: -9746805.000000 Penalty: 1092.215698
	Iteration 30Q: 3 clusters Score -9746805 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 161553 members 
Entering Unmasked Estep 
Score: -9746863.000000 Penalty: 1092.215698
	Iteration 31Q: 3 clusters Score -9746863 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 161726 members 
Entering Unmasked Estep 
Score: -9746872.000000 Penalty: 1092.215698
	Iteration 32Q: 3 clusters Score -9746872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -9746915.000000 Penalty: 1092.215698
	Iteration 33Q: 3 clusters Score -9746915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -9746918.000000 Penalty: 1092.215698
	Iteration 34Q: 3 clusters Score -9746918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -9746926.000000 Penalty: 1092.215698
	Iteration 35Q: 3 clusters Score -9746926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -9746954.000000 Penalty: 1092.215698
	Iteration 36Q: 3 clusters Score -9746954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
Score: -9746958.000000 Penalty: 1092.215698
	Iteration 37Q: 3 clusters Score -9746958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -9746953.000000 Penalty: 1092.215698
	Iteration 38Q: 3 clusters Score -9746953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -9746970.000000 Penalty: 1092.215698
	Iteration 39Q: 3 clusters Score -9746970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -9746988.000000 Penalty: 1092.215698
	Iteration 40F: 3 clusters Score -9746988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -9747004.000000 Penalty: 1092.215698
	Iteration 41Q: 3 clusters Score -9747004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 162418 members 
Entering Unmasked Estep 
Score: -9747015.000000 Penalty: 1092.215698
	Iteration 42Q: 3 clusters Score -9747015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 162451 members 
Entering Unmasked Estep 
Score: -9747018.000000 Penalty: 1092.215698
	Iteration 43Q: 3 clusters Score -9747018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 162481 members 
Entering Unmasked Estep 
Score: -9747015.000000 Penalty: 1092.215698
	Iteration 44Q: 3 clusters Score -9747015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 162504 members 
Entering Unmasked Estep 
Score: -9747021.000000 Penalty: 1092.215698
	Iteration 45Q: 3 clusters Score -9747021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -9747014.000000 Penalty: 1092.215698
	Iteration 46Q: 3 clusters Score -9747014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -9747018.000000 Penalty: 1092.215698
	Iteration 47Q: 3 clusters Score -9747018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -9747023.000000 Penalty: 1092.215698
	Iteration 48Q: 3 clusters Score -9747023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 162543 members 
Entering Unmasked Estep 
Score: -9747033.000000 Penalty: 1092.215698
	Iteration 49Q: 3 clusters Score -9747033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 162546 members 
Entering Unmasked Estep 
Score: -9747032.000000 Penalty: 1092.215698
	Iteration 50Q: 3 clusters Score -9747032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -9747032.000000 Penalty: 1092.215698
	Iteration 51Q: 3 clusters Score -9747032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -9747031.000000 Penalty: 1092.215698
	Iteration 52Q: 3 clusters Score -9747031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 162553 members 
Entering Unmasked Estep 
Score: -9747028.000000 Penalty: 1092.215698
	Iteration 53Q: 3 clusters Score -9747028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 162553 members 
Entering Unmasked Estep 
Score: -9747031.000000 Penalty: 1092.215698
	Iteration 54Q: 3 clusters Score -9747031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -9747035.000000 Penalty: 1092.215698
	Iteration 55Q: 3 clusters Score -9747035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -9747037.000000 Penalty: 1092.215698
	Iteration 56Q: 3 clusters Score -9747037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -9747036.000000 Penalty: 1092.215698
	Iteration 57Q: 3 clusters Score -9747036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -9747028.000000 Penalty: 1092.215698
	Iteration 58Q: 3 clusters Score -9747028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -9747030.000000 Penalty: 1092.215698
	Iteration 59Q: 3 clusters Score -9747030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -9747029.000000 Penalty: 1092.215698
	Iteration 60F: 3 clusters Score -9747029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -9747024.000000 Penalty: 1092.215698
	Iteration 61Q: 3 clusters Score -9747024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -9747024.000000 Penalty: 1092.215698
	Iteration 62Q: 3 clusters Score -9747024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 162560 members 
Entering Unmasked Estep 
Score: -9747027.000000 Penalty: 1092.215698
	Iteration 63Q: 3 clusters Score -9747027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 162561 members 
Entering Unmasked Estep 
Score: -9747031.000000 Penalty: 1092.215698
	Iteration 64Q: 3 clusters Score -9747031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -9747027.000000 Penalty: 1092.215698
	Iteration 65Q: 3 clusters Score -9747027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -9747027.000000 Penalty: 1092.215698
	Iteration 66F: 3 clusters Score -9747027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Entering Unmasked Estep 
Score: -2506713.000000 Penalty: 484.284424
	Iteration 0F: 2 clusters Score -2506713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2478867.000000 Penalty: 968.568848
	Iteration 0F: 3 clusters Score -2478867 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2490685.750000 Penalty: 968.568848
	Iteration 1F: 3 clusters Score -2490686 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2491548.500000 Penalty: 968.568848
	Iteration 2Q: 3 clusters Score -2491548 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2493039.750000 Penalty: 968.568848
	Iteration 3F: 3 clusters Score -2493040 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2495142.500000 Penalty: 968.568848
	Iteration 4F: 3 clusters Score -2495142 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2497493.500000 Penalty: 968.568848
	Iteration 5F: 3 clusters Score -2497494 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2499817.000000 Penalty: 968.568848
	Iteration 6F: 3 clusters Score -2499817 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2501654.500000 Penalty: 968.568848
	Iteration 7Q: 3 clusters Score -2501654 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2502730.000000 Penalty: 968.568848
	Iteration 8Q: 3 clusters Score -2502730 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2503359.250000 Penalty: 968.568848
	Iteration 9Q: 3 clusters Score -2503359 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2503808.750000 Penalty: 968.568848
	Iteration 10Q: 3 clusters Score -2503809 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2504181.000000 Penalty: 968.568848
	Iteration 11Q: 3 clusters Score -2504181 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2504523.000000 Penalty: 968.568848
	Iteration 12Q: 3 clusters Score -2504523 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2504831.500000 Penalty: 968.568848
	Iteration 13Q: 3 clusters Score -2504832 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2505114.000000 Penalty: 968.568848
	Iteration 14Q: 3 clusters Score -2505114 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2505393.250000 Penalty: 968.568848
	Iteration 15Q: 3 clusters Score -2505393 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2505626.750000 Penalty: 968.568848
	Iteration 16Q: 3 clusters Score -2505627 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2505819.500000 Penalty: 968.568848
	Iteration 17Q: 3 clusters Score -2505820 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2505964.000000 Penalty: 968.568848
	Iteration 18Q: 3 clusters Score -2505964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2506074.500000 Penalty: 968.568848
	Iteration 19Q: 3 clusters Score -2506074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2506158.000000 Penalty: 968.568848
	Iteration 20F: 3 clusters Score -2506158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2506198.500000 Penalty: 968.568848
	Iteration 21Q: 3 clusters Score -2506198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2506232.000000 Penalty: 968.568848
	Iteration 22Q: 3 clusters Score -2506232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2506253.500000 Penalty: 968.568848
	Iteration 23Q: 3 clusters Score -2506254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2506260.750000 Penalty: 968.568848
	Iteration 24Q: 3 clusters Score -2506261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2506277.750000 Penalty: 968.568848
	Iteration 25Q: 3 clusters Score -2506278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2506284.750000 Penalty: 968.568848
	Iteration 26Q: 3 clusters Score -2506285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2506288.500000 Penalty: 968.568848
	Iteration 27Q: 3 clusters Score -2506288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2506300.250000 Penalty: 968.568848
	Iteration 28Q: 3 clusters Score -2506300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2506306.250000 Penalty: 968.568848
	Iteration 29Q: 3 clusters Score -2506306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2506312.500000 Penalty: 968.568848
	Iteration 30Q: 3 clusters Score -2506312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2506315.750000 Penalty: 968.568848
	Iteration 31Q: 3 clusters Score -2506316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2506315.750000 Penalty: 968.568848
	Iteration 32Q: 3 clusters Score -2506316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2506317.750000 Penalty: 968.568848
	Iteration 33Q: 3 clusters Score -2506318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2506317.750000 Penalty: 968.568848
	Iteration 34Q: 3 clusters Score -2506318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2506320.250000 Penalty: 968.568848
	Iteration 35Q: 3 clusters Score -2506320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2506320.250000 Penalty: 968.568848
	Iteration 36F: 3 clusters Score -2506320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (128273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Entering Unmasked Estep 
Score: -7679256.500000 Penalty: 535.167175
	Iteration 0F: 2 clusters Score -7679256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -7595675.000000 Penalty: 1070.334351
	Iteration 0F: 3 clusters Score -7595675 nChanged 62847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -7632545.000000 Penalty: 1070.334351
	Iteration 1F: 3 clusters Score -7632545 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -7633536.000000 Penalty: 1070.334351
	Iteration 2Q: 3 clusters Score -7633536 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -7635035.500000 Penalty: 1070.334351
	Iteration 3Q: 3 clusters Score -7635036 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -7637229.000000 Penalty: 1070.334351
	Iteration 4Q: 3 clusters Score -7637229 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -7640659.500000 Penalty: 1070.334351
	Iteration 5F: 3 clusters Score -7640660 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -7646212.000000 Penalty: 1070.334351
	Iteration 6F: 3 clusters Score -7646212 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -7654816.000000 Penalty: 1070.334351
	Iteration 7F: 3 clusters Score -7654816 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -7663204.500000 Penalty: 1070.334351
	Iteration 8F: 3 clusters Score -7663204 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -7667400.500000 Penalty: 1070.334351
	Iteration 9F: 3 clusters Score -7667400 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -7669136.500000 Penalty: 1070.334351
	Iteration 10Q: 3 clusters Score -7669136 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -7670228.000000 Penalty: 1070.334351
	Iteration 11Q: 3 clusters Score -7670228 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -7671186.500000 Penalty: 1070.334351
	Iteration 12Q: 3 clusters Score -7671186 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -7671991.000000 Penalty: 1070.334351
	Iteration 13Q: 3 clusters Score -7671991 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -7672775.000000 Penalty: 1070.334351
	Iteration 14Q: 3 clusters Score -7672775 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -7673276.000000 Penalty: 1070.334351
	Iteration 15Q: 3 clusters Score -7673276 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -7673703.000000 Penalty: 1070.334351
	Iteration 16Q: 3 clusters Score -7673703 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -7674097.500000 Penalty: 1070.334351
	Iteration 17Q: 3 clusters Score -7674098 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -7674461.000000 Penalty: 1070.334351
	Iteration 18Q: 3 clusters Score -7674461 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -7674842.500000 Penalty: 1070.334351
	Iteration 19Q: 3 clusters Score -7674842 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -7675154.500000 Penalty: 1070.334351
	Iteration 20F: 3 clusters Score -7675154 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -7675429.500000 Penalty: 1070.334351
	Iteration 21Q: 3 clusters Score -7675430 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -7675806.000000 Penalty: 1070.334351
	Iteration 22Q: 3 clusters Score -7675806 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -7676156.000000 Penalty: 1070.334351
	Iteration 23Q: 3 clusters Score -7676156 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -7676371.500000 Penalty: 1070.334351
	Iteration 24Q: 3 clusters Score -7676372 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -7676522.500000 Penalty: 1070.334351
	Iteration 25Q: 3 clusters Score -7676522 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -7677044.000000 Penalty: 1070.334351
	Iteration 26Q: 3 clusters Score -7677044 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -7677651.000000 Penalty: 1070.334351
	Iteration 27Q: 3 clusters Score -7677651 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -7678350.500000 Penalty: 1070.334351
	Iteration 28Q: 3 clusters Score -7678350 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -7678755.000000 Penalty: 1070.334351
	Iteration 29Q: 3 clusters Score -7678755 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -7678860.500000 Penalty: 1070.334351
	Iteration 30Q: 3 clusters Score -7678860 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 122341 members 
Entering Unmasked Estep 
Score: -7678885.000000 Penalty: 1070.334351
	Iteration 31Q: 3 clusters Score -7678885 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -7678849.500000 Penalty: 1070.334351
	Iteration 32Q: 3 clusters Score -7678850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -7678806.500000 Penalty: 1070.334351
	Iteration 33Q: 3 clusters Score -7678806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -7678788.000000 Penalty: 1070.334351
	Iteration 34Q: 3 clusters Score -7678788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -7678792.500000 Penalty: 1070.334351
	Iteration 35Q: 3 clusters Score -7678792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -7678792.500000 Penalty: 1070.334351
	Iteration 36Q: 3 clusters Score -7678792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -7678786.500000 Penalty: 1070.334351
	Iteration 37Q: 3 clusters Score -7678786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -7678785.500000 Penalty: 1070.334351
	Iteration 38Q: 3 clusters Score -7678786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -7679367.500000 Penalty: 1070.334351
	Iteration 39F: 3 clusters Score -7679368 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -7679516.500000 Penalty: 1070.334351
	Iteration 40F: 3 clusters Score -7679516 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -7679516.500000 Penalty: 1070.334351
	Iteration 41Q: 3 clusters Score -7679516 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -7679494.500000 Penalty: 1070.334351
	Iteration 42Q: 3 clusters Score -7679494 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -7679502.000000 Penalty: 1070.334351
	Iteration 43Q: 3 clusters Score -7679502 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -7679481.000000 Penalty: 1070.334351
	Iteration 44Q: 3 clusters Score -7679481 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -7679458.000000 Penalty: 1070.334351
	Iteration 45Q: 3 clusters Score -7679458 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -7679442.500000 Penalty: 1070.334351
	Iteration 46Q: 3 clusters Score -7679442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 127381 members 
Entering Unmasked Estep 
Score: -7679444.000000 Penalty: 1070.334351
	Iteration 47Q: 3 clusters Score -7679444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -7679441.500000 Penalty: 1070.334351
	Iteration 48Q: 3 clusters Score -7679442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -7679444.500000 Penalty: 1070.334351
	Iteration 49Q: 3 clusters Score -7679444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 127556 members 
Entering Unmasked Estep 
Score: -7679444.000000 Penalty: 1070.334351
	Iteration 50Q: 3 clusters Score -7679444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -7679439.000000 Penalty: 1070.334351
	Iteration 51Q: 3 clusters Score -7679439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -7679427.500000 Penalty: 1070.334351
	Iteration 52Q: 3 clusters Score -7679428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -7679428.500000 Penalty: 1070.334351
	Iteration 53Q: 3 clusters Score -7679428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 127675 members 
Entering Unmasked Estep 
Score: -7679411.500000 Penalty: 1070.334351
	Iteration 54Q: 3 clusters Score -7679412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -7679416.000000 Penalty: 1070.334351
	Iteration 55Q: 3 clusters Score -7679416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -7679422.500000 Penalty: 1070.334351
	Iteration 56Q: 3 clusters Score -7679422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -7679426.500000 Penalty: 1070.334351
	Iteration 57Q: 3 clusters Score -7679426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
Score: -7679430.000000 Penalty: 1070.334351
	Iteration 58Q: 3 clusters Score -7679430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -7679413.500000 Penalty: 1070.334351
	Iteration 59Q: 3 clusters Score -7679414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -7679408.000000 Penalty: 1070.334351
	Iteration 60F: 3 clusters Score -7679408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -7679402.500000 Penalty: 1070.334351
	Iteration 61Q: 3 clusters Score -7679402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -7679404.000000 Penalty: 1070.334351
	Iteration 62Q: 3 clusters Score -7679404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 127746 members 
Entering Unmasked Estep 
Score: -7679397.000000 Penalty: 1070.334351
	Iteration 63Q: 3 clusters Score -7679397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -7679397.000000 Penalty: 1070.334351
	Iteration 64Q: 3 clusters Score -7679397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -7679394.000000 Penalty: 1070.334351
	Iteration 65Q: 3 clusters Score -7679394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 127758 members 
Entering Unmasked Estep 
Score: -7679391.000000 Penalty: 1070.334351
	Iteration 66Q: 3 clusters Score -7679391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -7679389.000000 Penalty: 1070.334351
	Iteration 67Q: 3 clusters Score -7679389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -7679384.000000 Penalty: 1070.334351
	Iteration 68Q: 3 clusters Score -7679384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -7679384.000000 Penalty: 1070.334351
	Iteration 69Q: 3 clusters Score -7679384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -7679387.500000 Penalty: 1070.334351
	Iteration 70Q: 3 clusters Score -7679388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 127776 members 
Entering Unmasked Estep 
Score: -7679383.500000 Penalty: 1070.334351
	Iteration 71Q: 3 clusters Score -7679384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -7679383.500000 Penalty: 1070.334351
	Iteration 72Q: 3 clusters Score -7679384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -7679378.500000 Penalty: 1070.334351
	Iteration 73Q: 3 clusters Score -7679378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 127779 members 
Entering Unmasked Estep 
Score: -7679379.000000 Penalty: 1070.334351
	Iteration 74Q: 3 clusters Score -7679379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -7679379.500000 Penalty: 1070.334351
	Iteration 75Q: 3 clusters Score -7679380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -7679379.000000 Penalty: 1070.334351
	Iteration 76Q: 3 clusters Score -7679379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -7679379.000000 Penalty: 1070.334351
	Iteration 77F: 3 clusters Score -7679379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 127783 members 
Entering Unmasked Estep 
Score: -58133960.000000 Penalty: 17622.015625
Splitting cluster 3 changes total score from -58135384.000000 to -58133960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -185871.046875 Penalty: 366.625092
	Iteration 0F: 2 clusters Score -185871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -183658.578125 Penalty: 733.250183
	Iteration 0F: 3 clusters Score -183658.6 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -184422.156250 Penalty: 733.250183
	Iteration 1F: 3 clusters Score -184422.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -184514.578125 Penalty: 733.250183
	Iteration 2F: 3 clusters Score -184514.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -184608.328125 Penalty: 733.250183
	Iteration 3Q: 3 clusters Score -184608.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -184717.296875 Penalty: 733.250183
	Iteration 4F: 3 clusters Score -184717.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -184833.921875 Penalty: 733.250183
	Iteration 5F: 3 clusters Score -184833.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -184977.453125 Penalty: 733.250183
	Iteration 6F: 3 clusters Score -184977.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -185110.625000 Penalty: 733.250183
	Iteration 7Q: 3 clusters Score -185110.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -185235.437500 Penalty: 733.250183
	Iteration 8Q: 3 clusters Score -185235.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -185322.640625 Penalty: 733.250183
	Iteration 9Q: 3 clusters Score -185322.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -185374.281250 Penalty: 733.250183
	Iteration 10Q: 3 clusters Score -185374.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -185416.843750 Penalty: 733.250183
	Iteration 11Q: 3 clusters Score -185416.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -185440.453125 Penalty: 733.250183
	Iteration 12Q: 3 clusters Score -185440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -185451.781250 Penalty: 733.250183
	Iteration 13Q: 3 clusters Score -185451.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -185460.015625 Penalty: 733.250183
	Iteration 14Q: 3 clusters Score -185460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -185472.062500 Penalty: 733.250183
	Iteration 15Q: 3 clusters Score -185472.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -185481.125000 Penalty: 733.250183
	Iteration 16Q: 3 clusters Score -185481.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -185487.265625 Penalty: 733.250183
	Iteration 17Q: 3 clusters Score -185487.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -185493.468750 Penalty: 733.250183
	Iteration 18Q: 3 clusters Score -185493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -185502.718750 Penalty: 733.250183
	Iteration 19Q: 3 clusters Score -185502.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -185510.187500 Penalty: 733.250183
	Iteration 20F: 3 clusters Score -185510.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -185519.156250 Penalty: 733.250183
	Iteration 21Q: 3 clusters Score -185519.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -185530.437500 Penalty: 733.250183
	Iteration 22Q: 3 clusters Score -185530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -185537.453125 Penalty: 733.250183
	Iteration 23Q: 3 clusters Score -185537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -185546.265625 Penalty: 733.250183
	Iteration 24Q: 3 clusters Score -185546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -185550.078125 Penalty: 733.250183
	Iteration 25Q: 3 clusters Score -185550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -185556.843750 Penalty: 733.250183
	Iteration 26Q: 3 clusters Score -185556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -185560.015625 Penalty: 733.250183
	Iteration 27Q: 3 clusters Score -185560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -185562.406250 Penalty: 733.250183
	Iteration 28Q: 3 clusters Score -185562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -185565.281250 Penalty: 733.250183
	Iteration 29Q: 3 clusters Score -185565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -185568.421875 Penalty: 733.250183
	Iteration 30Q: 3 clusters Score -185568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -185570.343750 Penalty: 733.250183
	Iteration 31Q: 3 clusters Score -185570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -185572.484375 Penalty: 733.250183
	Iteration 32Q: 3 clusters Score -185572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -185574.968750 Penalty: 733.250183
	Iteration 33Q: 3 clusters Score -185575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -185575.828125 Penalty: 733.250183
	Iteration 34Q: 3 clusters Score -185575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -185575.828125 Penalty: 733.250183
	Iteration 35F: 3 clusters Score -185575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Entering Unmasked Estep 
Score: -4367575.000000 Penalty: 509.378296
	Iteration 0F: 2 clusters Score -4367575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4318281.000000 Penalty: 1018.756592
	Iteration 0F: 3 clusters Score -4318281 nChanged 35370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4339244.000000 Penalty: 1018.756592
	Iteration 1F: 3 clusters Score -4339244 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4339517.000000 Penalty: 1018.756592
	Iteration 2Q: 3 clusters Score -4339517 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4339822.000000 Penalty: 1018.756592
	Iteration 3Q: 3 clusters Score -4339822 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4340262.500000 Penalty: 1018.756592
	Iteration 4Q: 3 clusters Score -4340262 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4340835.500000 Penalty: 1018.756592
	Iteration 5Q: 3 clusters Score -4340836 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4341605.500000 Penalty: 1018.756592
	Iteration 6Q: 3 clusters Score -4341606 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4342889.500000 Penalty: 1018.756592
	Iteration 7Q: 3 clusters Score -4342890 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4344914.500000 Penalty: 1018.756592
	Iteration 8Q: 3 clusters Score -4344914 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -4348110.000000 Penalty: 1018.756592
	Iteration 9F: 3 clusters Score -4348110 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4352413.500000 Penalty: 1018.756592
	Iteration 10F: 3 clusters Score -4352414 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4357265.500000 Penalty: 1018.756592
	Iteration 11F: 3 clusters Score -4357266 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4361536.000000 Penalty: 1018.756592
	Iteration 12F: 3 clusters Score -4361536 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4364548.000000 Penalty: 1018.756592
	Iteration 13Q: 3 clusters Score -4364548 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4366063.000000 Penalty: 1018.756592
	Iteration 14Q: 3 clusters Score -4366063 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4366714.000000 Penalty: 1018.756592
	Iteration 15Q: 3 clusters Score -4366714 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4366930.000000 Penalty: 1018.756592
	Iteration 16Q: 3 clusters Score -4366930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4367033.500000 Penalty: 1018.756592
	Iteration 17Q: 3 clusters Score -4367034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4367072.500000 Penalty: 1018.756592
	Iteration 18Q: 3 clusters Score -4367072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4367090.500000 Penalty: 1018.756592
	Iteration 19Q: 3 clusters Score -4367090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4367090.000000 Penalty: 1018.756592
	Iteration 20F: 3 clusters Score -4367090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4367098.000000 Penalty: 1018.756592
	Iteration 21Q: 3 clusters Score -4367098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4367102.000000 Penalty: 1018.756592
	Iteration 22Q: 3 clusters Score -4367102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4367103.000000 Penalty: 1018.756592
	Iteration 23Q: 3 clusters Score -4367103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4367103.500000 Penalty: 1018.756592
	Iteration 24Q: 3 clusters Score -4367104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4367103.500000 Penalty: 1018.756592
	Iteration 25Q: 3 clusters Score -4367104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4367106.500000 Penalty: 1018.756592
	Iteration 26Q: 3 clusters Score -4367106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4367107.000000 Penalty: 1018.756592
	Iteration 27Q: 3 clusters Score -4367107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4367105.000000 Penalty: 1018.756592
	Iteration 28Q: 3 clusters Score -4367105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4367106.500000 Penalty: 1018.756592
	Iteration 29Q: 3 clusters Score -4367106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4367106.000000 Penalty: 1018.756592
	Iteration 30Q: 3 clusters Score -4367106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4367113.500000 Penalty: 1018.756592
	Iteration 31Q: 3 clusters Score -4367114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4367110.000000 Penalty: 1018.756592
	Iteration 32Q: 3 clusters Score -4367110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4367110.000000 Penalty: 1018.756592
	Iteration 33F: 3 clusters Score -4367110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -15178.158203 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -15178.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14748.948242 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -14748.95 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14997.094727 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -14997.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15156.026367 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -15156.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15291.291016 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -15291.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15446.828125 Penalty: 568.395691
	Iteration 4F: 3 clusters Score -15446.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15680.640625 Penalty: 568.395691
	Iteration 5F: 3 clusters Score -15680.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15971.735352 Penalty: 568.395691
	Iteration 6F: 3 clusters Score -15971.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16193.307617 Penalty: 568.395691
	Iteration 7F: 3 clusters Score -16193.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16304.217773 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -16304.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16347.133789 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -16347.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16374.813477 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -16374.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16378.167969 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -16378.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16380.363281 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -16380.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16380.363281 Penalty: 568.395691
	Iteration 13F: 3 clusters Score -16380.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 271 members 
Entering Unmasked Estep 
Score: -58134688.000000 Penalty: 17622.015625
Splitting cluster 6 changes total score from -58135384.000000 to -58134688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -24309.625000 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -24309.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23857.876953 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -23857.88 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24275.625000 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -24275.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24520.960938 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -24520.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24760.029297 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -24760.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24893.619141 Penalty: 564.430725
	Iteration 4F: 3 clusters Score -24893.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25074.603516 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -25074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25221.179688 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -25221.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25379.396484 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -25379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25512.677734 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -25512.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25662.529297 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -25662.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25913.273438 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -25913.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25935.419922 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -25935.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25935.419922 Penalty: 564.430725
	Iteration 12F: 3 clusters Score -25935.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
Score: -58135048.000000 Penalty: 17622.015625
Splitting cluster 7 changes total score from -58135384.000000 to -58135048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Entering Unmasked Estep 
Score: -6704666.500000 Penalty: 528.861145
	Iteration 0F: 2 clusters Score -6704666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -6631141.500000 Penalty: 1057.722290
	Iteration 0F: 3 clusters Score -6631142 nChanged 54719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -6669194.500000 Penalty: 1057.722290
	Iteration 1F: 3 clusters Score -6669194 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6675167.000000 Penalty: 1057.722290
	Iteration 2F: 3 clusters Score -6675167 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6682862.500000 Penalty: 1057.722290
	Iteration 3F: 3 clusters Score -6682862 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -6690718.000000 Penalty: 1057.722290
	Iteration 4F: 3 clusters Score -6690718 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -6695904.500000 Penalty: 1057.722290
	Iteration 5Q: 3 clusters Score -6695904 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6698356.500000 Penalty: 1057.722290
	Iteration 6Q: 3 clusters Score -6698356 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -6699712.000000 Penalty: 1057.722290
	Iteration 7Q: 3 clusters Score -6699712 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6700586.000000 Penalty: 1057.722290
	Iteration 8Q: 3 clusters Score -6700586 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6701339.500000 Penalty: 1057.722290
	Iteration 9Q: 3 clusters Score -6701340 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6701938.500000 Penalty: 1057.722290
	Iteration 10Q: 3 clusters Score -6701938 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6702512.000000 Penalty: 1057.722290
	Iteration 11Q: 3 clusters Score -6702512 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -6702909.000000 Penalty: 1057.722290
	Iteration 12Q: 3 clusters Score -6702909 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6703154.500000 Penalty: 1057.722290
	Iteration 13Q: 3 clusters Score -6703154 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -6703418.500000 Penalty: 1057.722290
	Iteration 14Q: 3 clusters Score -6703418 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6703585.500000 Penalty: 1057.722290
	Iteration 15Q: 3 clusters Score -6703586 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -6703727.000000 Penalty: 1057.722290
	Iteration 16Q: 3 clusters Score -6703727 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6703859.000000 Penalty: 1057.722290
	Iteration 17Q: 3 clusters Score -6703859 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6703968.000000 Penalty: 1057.722290
	Iteration 18Q: 3 clusters Score -6703968 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6704063.000000 Penalty: 1057.722290
	Iteration 19Q: 3 clusters Score -6704063 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6704141.000000 Penalty: 1057.722290
	Iteration 20F: 3 clusters Score -6704141 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6704201.000000 Penalty: 1057.722290
	Iteration 21Q: 3 clusters Score -6704201 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6704232.000000 Penalty: 1057.722290
	Iteration 22Q: 3 clusters Score -6704232 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6704266.000000 Penalty: 1057.722290
	Iteration 23Q: 3 clusters Score -6704266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6704294.000000 Penalty: 1057.722290
	Iteration 24Q: 3 clusters Score -6704294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6704313.500000 Penalty: 1057.722290
	Iteration 25Q: 3 clusters Score -6704314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6704331.000000 Penalty: 1057.722290
	Iteration 26Q: 3 clusters Score -6704331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6704312.000000 Penalty: 1057.722290
	Iteration 27Q: 3 clusters Score -6704312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6704326.500000 Penalty: 1057.722290
	Iteration 28Q: 3 clusters Score -6704326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6704325.000000 Penalty: 1057.722290
	Iteration 29Q: 3 clusters Score -6704325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6704311.000000 Penalty: 1057.722290
	Iteration 30Q: 3 clusters Score -6704311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6704324.000000 Penalty: 1057.722290
	Iteration 31Q: 3 clusters Score -6704324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110475 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6704318.000000 Penalty: 1057.722290
	Iteration 32Q: 3 clusters Score -6704318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6704328.000000 Penalty: 1057.722290
	Iteration 33Q: 3 clusters Score -6704328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6704328.500000 Penalty: 1057.722290
	Iteration 34Q: 3 clusters Score -6704328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6704344.000000 Penalty: 1057.722290
	Iteration 35Q: 3 clusters Score -6704344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6704349.500000 Penalty: 1057.722290
	Iteration 36Q: 3 clusters Score -6704350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6704352.500000 Penalty: 1057.722290
	Iteration 37Q: 3 clusters Score -6704352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6704370.000000 Penalty: 1057.722290
	Iteration 38Q: 3 clusters Score -6704370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6704371.000000 Penalty: 1057.722290
	Iteration 39Q: 3 clusters Score -6704371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110776 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6704384.000000 Penalty: 1057.722290
	Iteration 40F: 3 clusters Score -6704384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6704396.500000 Penalty: 1057.722290
	Iteration 41Q: 3 clusters Score -6704396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6704402.000000 Penalty: 1057.722290
	Iteration 42Q: 3 clusters Score -6704402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6704420.500000 Penalty: 1057.722290
	Iteration 43Q: 3 clusters Score -6704420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6704430.000000 Penalty: 1057.722290
	Iteration 44Q: 3 clusters Score -6704430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6704425.000000 Penalty: 1057.722290
	Iteration 45Q: 3 clusters Score -6704425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6704450.000000 Penalty: 1057.722290
	Iteration 46Q: 3 clusters Score -6704450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6704468.500000 Penalty: 1057.722290
	Iteration 47Q: 3 clusters Score -6704468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6704491.000000 Penalty: 1057.722290
	Iteration 48Q: 3 clusters Score -6704491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6704521.500000 Penalty: 1057.722290
	Iteration 49Q: 3 clusters Score -6704522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6704546.500000 Penalty: 1057.722290
	Iteration 50Q: 3 clusters Score -6704546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6704563.500000 Penalty: 1057.722290
	Iteration 51Q: 3 clusters Score -6704564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6704582.500000 Penalty: 1057.722290
	Iteration 52Q: 3 clusters Score -6704582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6704615.000000 Penalty: 1057.722290
	Iteration 53Q: 3 clusters Score -6704615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6704657.000000 Penalty: 1057.722290
	Iteration 54Q: 3 clusters Score -6704657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6704691.500000 Penalty: 1057.722290
	Iteration 55Q: 3 clusters Score -6704692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6704702.500000 Penalty: 1057.722290
	Iteration 56Q: 3 clusters Score -6704702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6704707.000000 Penalty: 1057.722290
	Iteration 57Q: 3 clusters Score -6704707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6704726.000000 Penalty: 1057.722290
	Iteration 58Q: 3 clusters Score -6704726 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6704730.500000 Penalty: 1057.722290
	Iteration 59Q: 3 clusters Score -6704730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6704757.500000 Penalty: 1057.722290
	Iteration 60F: 3 clusters Score -6704758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6704811.500000 Penalty: 1057.722290
	Iteration 61Q: 3 clusters Score -6704812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6704859.500000 Penalty: 1057.722290
	Iteration 62Q: 3 clusters Score -6704860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6704899.500000 Penalty: 1057.722290
	Iteration 63Q: 3 clusters Score -6704900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6704939.500000 Penalty: 1057.722290
	Iteration 64Q: 3 clusters Score -6704940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6704959.500000 Penalty: 1057.722290
	Iteration 65Q: 3 clusters Score -6704960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6704983.000000 Penalty: 1057.722290
	Iteration 66Q: 3 clusters Score -6704983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6704991.000000 Penalty: 1057.722290
	Iteration 67Q: 3 clusters Score -6704991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6705003.500000 Penalty: 1057.722290
	Iteration 68Q: 3 clusters Score -6705004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6705011.500000 Penalty: 1057.722290
	Iteration 69Q: 3 clusters Score -6705012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110475 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6705025.500000 Penalty: 1057.722290
	Iteration 70Q: 3 clusters Score -6705026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6705034.500000 Penalty: 1057.722290
	Iteration 71Q: 3 clusters Score -6705034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6705035.000000 Penalty: 1057.722290
	Iteration 72Q: 3 clusters Score -6705035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6705037.000000 Penalty: 1057.722290
	Iteration 73Q: 3 clusters Score -6705037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6705030.000000 Penalty: 1057.722290
	Iteration 74Q: 3 clusters Score -6705030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6705036.500000 Penalty: 1057.722290
	Iteration 75Q: 3 clusters Score -6705036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6705037.500000 Penalty: 1057.722290
	Iteration 76Q: 3 clusters Score -6705038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6705040.500000 Penalty: 1057.722290
	Iteration 77Q: 3 clusters Score -6705040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6705036.000000 Penalty: 1057.722290
	Iteration 78Q: 3 clusters Score -6705036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6705041.500000 Penalty: 1057.722290
	Iteration 79Q: 3 clusters Score -6705042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6705049.500000 Penalty: 1057.722290
	Iteration 80F: 3 clusters Score -6705050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6705045.500000 Penalty: 1057.722290
	Iteration 81Q: 3 clusters Score -6705046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6705049.000000 Penalty: 1057.722290
	Iteration 82Q: 3 clusters Score -6705049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6705047.000000 Penalty: 1057.722290
	Iteration 83Q: 3 clusters Score -6705047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6705042.000000 Penalty: 1057.722290
	Iteration 84Q: 3 clusters Score -6705042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6705047.500000 Penalty: 1057.722290
	Iteration 85Q: 3 clusters Score -6705048 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6705048.000000 Penalty: 1057.722290
	Iteration 86Q: 3 clusters Score -6705048 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6705049.000000 Penalty: 1057.722290
	Iteration 87Q: 3 clusters Score -6705049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6705044.000000 Penalty: 1057.722290
	Iteration 88Q: 3 clusters Score -6705044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6705041.000000 Penalty: 1057.722290
	Iteration 89Q: 3 clusters Score -6705041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6705041.500000 Penalty: 1057.722290
	Iteration 90Q: 3 clusters Score -6705042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6705048.000000 Penalty: 1057.722290
	Iteration 91Q: 3 clusters Score -6705048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6705047.500000 Penalty: 1057.722290
	Iteration 92Q: 3 clusters Score -6705048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6705051.500000 Penalty: 1057.722290
	Iteration 93Q: 3 clusters Score -6705052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6705046.500000 Penalty: 1057.722290
	Iteration 94Q: 3 clusters Score -6705046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6705046.000000 Penalty: 1057.722290
	Iteration 95Q: 3 clusters Score -6705046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6705046.000000 Penalty: 1057.722290
	Iteration 96F: 3 clusters Score -6705046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 110353 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 1319 members 
Entering Unmasked Estep 
Score: -58134024.000000 Penalty: 17622.015625
Splitting cluster 8 changes total score from -58135384.000000 to -58134024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -79042.226562 Penalty: 329.903931
	Iteration 0F: 2 clusters Score -79042.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77999.734375 Penalty: 659.807861
	Iteration 0F: 3 clusters Score -77999.73 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -78595.851562 Penalty: 659.807861
	Iteration 1F: 3 clusters Score -78595.85 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -78807.281250 Penalty: 659.807861
	Iteration 2F: 3 clusters Score -78807.28 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78990.625000 Penalty: 659.807861
	Iteration 3F: 3 clusters Score -78990.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79118.484375 Penalty: 659.807861
	Iteration 4F: 3 clusters Score -79118.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -79163.117188 Penalty: 659.807861
	Iteration 5Q: 3 clusters Score -79163.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -79180.195312 Penalty: 659.807861
	Iteration 6Q: 3 clusters Score -79180.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -79191.390625 Penalty: 659.807861
	Iteration 7Q: 3 clusters Score -79191.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -79201.781250 Penalty: 659.807861
	Iteration 8Q: 3 clusters Score -79201.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79210.367188 Penalty: 659.807861
	Iteration 9Q: 3 clusters Score -79210.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -79212.070312 Penalty: 659.807861
	Iteration 10Q: 3 clusters Score -79212.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -79212.929688 Penalty: 659.807861
	Iteration 11Q: 3 clusters Score -79212.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -79212.929688 Penalty: 659.807861
	Iteration 12F: 3 clusters Score -79212.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 790 members 
Entering Unmasked Estep 
Score: -58133784.000000 Penalty: 17622.015625
Splitting cluster 9 changes total score from -58135384.000000 to -58133784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -523615.250000 Penalty: 414.342255
	Iteration 0F: 2 clusters Score -523615.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -517633.031250 Penalty: 828.684509
	Iteration 0F: 3 clusters Score -517633 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -519999.187500 Penalty: 828.684509
	Iteration 1F: 3 clusters Score -519999.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -520282.875000 Penalty: 828.684509
	Iteration 2F: 3 clusters Score -520282.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -520680.437500 Penalty: 828.684509
	Iteration 3F: 3 clusters Score -520680.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -521245.000000 Penalty: 828.684509
	Iteration 4F: 3 clusters Score -521245 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -521996.156250 Penalty: 828.684509
	Iteration 5F: 3 clusters Score -521996.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -522658.375000 Penalty: 828.684509
	Iteration 6F: 3 clusters Score -522658.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -522997.281250 Penalty: 828.684509
	Iteration 7Q: 3 clusters Score -522997.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -523130.781250 Penalty: 828.684509
	Iteration 8Q: 3 clusters Score -523130.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -523201.781250 Penalty: 828.684509
	Iteration 9Q: 3 clusters Score -523201.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -523256.000000 Penalty: 828.684509
	Iteration 10Q: 3 clusters Score -523256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -523280.000000 Penalty: 828.684509
	Iteration 11Q: 3 clusters Score -523280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -523296.406250 Penalty: 828.684509
	Iteration 12Q: 3 clusters Score -523296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -523306.375000 Penalty: 828.684509
	Iteration 13Q: 3 clusters Score -523306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -523310.187500 Penalty: 828.684509
	Iteration 14Q: 3 clusters Score -523310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -523313.500000 Penalty: 828.684509
	Iteration 15Q: 3 clusters Score -523313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -523315.062500 Penalty: 828.684509
	Iteration 16Q: 3 clusters Score -523315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -523315.875000 Penalty: 828.684509
	Iteration 17Q: 3 clusters Score -523315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -523315.875000 Penalty: 828.684509
	Iteration 18F: 3 clusters Score -523315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Entering Unmasked Estep 
Score: -1639507.625000 Penalty: 462.966064
	Iteration 0F: 2 clusters Score -1639508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1621902.375000 Penalty: 925.932129
	Iteration 0F: 3 clusters Score -1621902 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1629486.625000 Penalty: 925.932129
	Iteration 1F: 3 clusters Score -1629487 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1629792.125000 Penalty: 925.932129
	Iteration 2Q: 3 clusters Score -1629792 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1630105.125000 Penalty: 925.932129
	Iteration 3Q: 3 clusters Score -1630105 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1630505.625000 Penalty: 925.932129
	Iteration 4Q: 3 clusters Score -1630506 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1631002.125000 Penalty: 925.932129
	Iteration 5Q: 3 clusters Score -1631002 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1631694.375000 Penalty: 925.932129
	Iteration 6Q: 3 clusters Score -1631694 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1632699.500000 Penalty: 925.932129
	Iteration 7F: 3 clusters Score -1632700 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1633800.125000 Penalty: 925.932129
	Iteration 8F: 3 clusters Score -1633800 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1634521.750000 Penalty: 925.932129
	Iteration 9Q: 3 clusters Score -1634522 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1634822.750000 Penalty: 925.932129
	Iteration 10Q: 3 clusters Score -1634823 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1634951.500000 Penalty: 925.932129
	Iteration 11Q: 3 clusters Score -1634952 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1635044.500000 Penalty: 925.932129
	Iteration 12Q: 3 clusters Score -1635044 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1635144.375000 Penalty: 925.932129
	Iteration 13Q: 3 clusters Score -1635144 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1635248.750000 Penalty: 925.932129
	Iteration 14Q: 3 clusters Score -1635249 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1635368.625000 Penalty: 925.932129
	Iteration 15Q: 3 clusters Score -1635369 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1635485.875000 Penalty: 925.932129
	Iteration 16Q: 3 clusters Score -1635486 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1635605.625000 Penalty: 925.932129
	Iteration 17Q: 3 clusters Score -1635606 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1635774.250000 Penalty: 925.932129
	Iteration 18Q: 3 clusters Score -1635774 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1635972.750000 Penalty: 925.932129
	Iteration 19Q: 3 clusters Score -1635973 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1636186.125000 Penalty: 925.932129
	Iteration 20F: 3 clusters Score -1636186 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1636390.750000 Penalty: 925.932129
	Iteration 21Q: 3 clusters Score -1636391 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1636611.625000 Penalty: 925.932129
	Iteration 22Q: 3 clusters Score -1636612 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -1636819.750000 Penalty: 925.932129
	Iteration 23Q: 3 clusters Score -1636820 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1637029.375000 Penalty: 925.932129
	Iteration 24Q: 3 clusters Score -1637029 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1637252.250000 Penalty: 925.932129
	Iteration 25Q: 3 clusters Score -1637252 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -1637444.625000 Penalty: 925.932129
	Iteration 26Q: 3 clusters Score -1637445 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1637621.750000 Penalty: 925.932129
	Iteration 27Q: 3 clusters Score -1637622 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1637785.000000 Penalty: 925.932129
	Iteration 28Q: 3 clusters Score -1637785 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1637929.375000 Penalty: 925.932129
	Iteration 29Q: 3 clusters Score -1637929 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -1638066.750000 Penalty: 925.932129
	Iteration 30Q: 3 clusters Score -1638067 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1638228.750000 Penalty: 925.932129
	Iteration 31Q: 3 clusters Score -1638229 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -1638375.250000 Penalty: 925.932129
	Iteration 32Q: 3 clusters Score -1638375 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1638489.625000 Penalty: 925.932129
	Iteration 33Q: 3 clusters Score -1638490 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -1638602.375000 Penalty: 925.932129
	Iteration 34Q: 3 clusters Score -1638602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1638684.500000 Penalty: 925.932129
	Iteration 35Q: 3 clusters Score -1638684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -1638748.250000 Penalty: 925.932129
	Iteration 36Q: 3 clusters Score -1638748 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -1638798.375000 Penalty: 925.932129
	Iteration 37Q: 3 clusters Score -1638798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -1638846.125000 Penalty: 925.932129
	Iteration 38Q: 3 clusters Score -1638846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -1638895.125000 Penalty: 925.932129
	Iteration 39Q: 3 clusters Score -1638895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -1638945.250000 Penalty: 925.932129
	Iteration 40F: 3 clusters Score -1638945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -1638986.125000 Penalty: 925.932129
	Iteration 41Q: 3 clusters Score -1638986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -1639021.500000 Penalty: 925.932129
	Iteration 42Q: 3 clusters Score -1639022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1639041.250000 Penalty: 925.932129
	Iteration 43Q: 3 clusters Score -1639041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -1639057.250000 Penalty: 925.932129
	Iteration 44Q: 3 clusters Score -1639057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -1639064.125000 Penalty: 925.932129
	Iteration 45Q: 3 clusters Score -1639064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1639069.125000 Penalty: 925.932129
	Iteration 46Q: 3 clusters Score -1639069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -1639077.625000 Penalty: 925.932129
	Iteration 47Q: 3 clusters Score -1639078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1639082.250000 Penalty: 925.932129
	Iteration 48Q: 3 clusters Score -1639082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -1639087.000000 Penalty: 925.932129
	Iteration 49Q: 3 clusters Score -1639087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -1639090.500000 Penalty: 925.932129
	Iteration 50Q: 3 clusters Score -1639090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -1639093.625000 Penalty: 925.932129
	Iteration 51Q: 3 clusters Score -1639094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -1639098.125000 Penalty: 925.932129
	Iteration 52Q: 3 clusters Score -1639098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -1639100.250000 Penalty: 925.932129
	Iteration 53Q: 3 clusters Score -1639100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -1639100.250000 Penalty: 925.932129
	Iteration 54Q: 3 clusters Score -1639100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -1639106.000000 Penalty: 925.932129
	Iteration 55Q: 3 clusters Score -1639106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1639114.125000 Penalty: 925.932129
	Iteration 56Q: 3 clusters Score -1639114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -1639113.250000 Penalty: 925.932129
	Iteration 57Q: 3 clusters Score -1639113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -1639116.000000 Penalty: 925.932129
	Iteration 58Q: 3 clusters Score -1639116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -1639118.000000 Penalty: 925.932129
	Iteration 59Q: 3 clusters Score -1639118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1639119.000000 Penalty: 925.932129
	Iteration 60F: 3 clusters Score -1639119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -1639118.500000 Penalty: 925.932129
	Iteration 61Q: 3 clusters Score -1639118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -1639120.000000 Penalty: 925.932129
	Iteration 62Q: 3 clusters Score -1639120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1639119.500000 Penalty: 925.932129
	Iteration 63Q: 3 clusters Score -1639120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1639117.875000 Penalty: 925.932129
	Iteration 64Q: 3 clusters Score -1639118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1639118.625000 Penalty: 925.932129
	Iteration 65Q: 3 clusters Score -1639119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1639121.250000 Penalty: 925.932129
	Iteration 66Q: 3 clusters Score -1639121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -1639122.375000 Penalty: 925.932129
	Iteration 67Q: 3 clusters Score -1639122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1639123.625000 Penalty: 925.932129
	Iteration 68Q: 3 clusters Score -1639124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -1639124.750000 Penalty: 925.932129
	Iteration 69Q: 3 clusters Score -1639125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1639125.625000 Penalty: 925.932129
	Iteration 70Q: 3 clusters Score -1639126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -1639127.500000 Penalty: 925.932129
	Iteration 71Q: 3 clusters Score -1639128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1639128.250000 Penalty: 925.932129
	Iteration 72Q: 3 clusters Score -1639128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -1639128.125000 Penalty: 925.932129
	Iteration 73Q: 3 clusters Score -1639128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -1639128.125000 Penalty: 925.932129
	Iteration 74F: 3 clusters Score -1639128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -296566.125000 Penalty: 393.510010
	Iteration 0F: 2 clusters Score -296566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -294584.750000 Penalty: 787.020020
	Iteration 0F: 3 clusters Score -294584.8 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -297288.781250 Penalty: 787.020020
	Iteration 1F: 3 clusters Score -297288.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -299058.593750 Penalty: 787.020020
	Iteration 2F: 3 clusters Score -299058.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -301892.250000 Penalty: 787.020020
	Iteration 3F: 3 clusters Score -301892.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -303864.562500 Penalty: 787.020020
	Iteration 4F: 3 clusters Score -303864.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -305794.843750 Penalty: 787.020020
	Iteration 5F: 3 clusters Score -305794.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -306511.531250 Penalty: 787.020020
	Iteration 6Q: 3 clusters Score -306511.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -306899.312500 Penalty: 787.020020
	Iteration 7Q: 3 clusters Score -306899.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -307207.656250 Penalty: 787.020020
	Iteration 8Q: 3 clusters Score -307207.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -307211.656250 Penalty: 787.020020
	Iteration 9Q: 3 clusters Score -307211.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -307341.875000 Penalty: 787.020020
	Iteration 10Q: 3 clusters Score -307341.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -307336.656250 Penalty: 787.020020
	Iteration 11Q: 3 clusters Score -307336.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -307070.812500 Penalty: 787.020020
	Iteration 12Q: 3 clusters Score -307070.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -307355.656250 Penalty: 787.020020
	Iteration 13Q: 3 clusters Score -307355.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -307011.281250 Penalty: 787.020020
	Iteration 14Q: 3 clusters Score -307011.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -307380.562500 Penalty: 787.020020
	Iteration 15Q: 3 clusters Score -307380.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -307531.281250 Penalty: 787.020020
	Iteration 16Q: 3 clusters Score -307531.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -307367.781250 Penalty: 787.020020
	Iteration 17Q: 3 clusters Score -307367.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -307586.562500 Penalty: 787.020020
	Iteration 18Q: 3 clusters Score -307586.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -307559.093750 Penalty: 787.020020
	Iteration 19Q: 3 clusters Score -307559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -307699.968750 Penalty: 787.020020
	Iteration 20F: 3 clusters Score -307700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -307631.500000 Penalty: 787.020020
	Iteration 21Q: 3 clusters Score -307631.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -307532.156250 Penalty: 787.020020
	Iteration 22Q: 3 clusters Score -307532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -307622.062500 Penalty: 787.020020
	Iteration 23Q: 3 clusters Score -307622.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -307516.968750 Penalty: 787.020020
	Iteration 24Q: 3 clusters Score -307517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -307748.656250 Penalty: 787.020020
	Iteration 25Q: 3 clusters Score -307748.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -307810.531250 Penalty: 787.020020
	Iteration 26Q: 3 clusters Score -307810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -307804.375000 Penalty: 787.020020
	Iteration 27Q: 3 clusters Score -307804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -306842.625000 Penalty: 787.020020
	Iteration 28Q: 3 clusters Score -306842.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -307749.562500 Penalty: 787.020020
	Iteration 29Q: 3 clusters Score -307749.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -307766.875000 Penalty: 787.020020
	Iteration 30Q: 3 clusters Score -307766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -307842.343750 Penalty: 787.020020
	Iteration 31Q: 3 clusters Score -307842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -307830.250000 Penalty: 787.020020
	Iteration 32Q: 3 clusters Score -307830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -307705.406250 Penalty: 787.020020
	Iteration 33Q: 3 clusters Score -307705.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -307787.531250 Penalty: 787.020020
	Iteration 34Q: 3 clusters Score -307787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -307690.281250 Penalty: 787.020020
	Iteration 35Q: 3 clusters Score -307690.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -307726.406250 Penalty: 787.020020
	Iteration 36Q: 3 clusters Score -307726.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -307748.375000 Penalty: 787.020020
	Iteration 37Q: 3 clusters Score -307748.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -307763.031250 Penalty: 787.020020
	Iteration 38Q: 3 clusters Score -307763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -307843.750000 Penalty: 787.020020
	Iteration 39Q: 3 clusters Score -307843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307805.156250 Penalty: 787.020020
	Iteration 40F: 3 clusters Score -307805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -307731.062500 Penalty: 787.020020
	Iteration 41Q: 3 clusters Score -307731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307785.593750 Penalty: 787.020020
	Iteration 42Q: 3 clusters Score -307785.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -307807.906250 Penalty: 787.020020
	Iteration 43Q: 3 clusters Score -307807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -307831.437500 Penalty: 787.020020
	Iteration 44Q: 3 clusters Score -307831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -307731.250000 Penalty: 787.020020
	Iteration 45Q: 3 clusters Score -307731.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307710.531250 Penalty: 787.020020
	Iteration 46Q: 3 clusters Score -307710.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -307835.656250 Penalty: 787.020020
	Iteration 47Q: 3 clusters Score -307835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -307691.875000 Penalty: 787.020020
	Iteration 48Q: 3 clusters Score -307691.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -307754.093750 Penalty: 787.020020
	Iteration 49Q: 3 clusters Score -307754.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -307825.281250 Penalty: 787.020020
	Iteration 50Q: 3 clusters Score -307825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -307741.656250 Penalty: 787.020020
	Iteration 51Q: 3 clusters Score -307741.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -307829.343750 Penalty: 787.020020
	Iteration 52Q: 3 clusters Score -307829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307805.125000 Penalty: 787.020020
	Iteration 53Q: 3 clusters Score -307805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -307821.562500 Penalty: 787.020020
	Iteration 54Q: 3 clusters Score -307821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -307651.562500 Penalty: 787.020020
	Iteration 55Q: 3 clusters Score -307651.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -307826.375000 Penalty: 787.020020
	Iteration 56Q: 3 clusters Score -307826.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -307637.875000 Penalty: 787.020020
	Iteration 57Q: 3 clusters Score -307637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307607.062500 Penalty: 787.020020
	Iteration 58Q: 3 clusters Score -307607.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -307754.187500 Penalty: 787.020020
	Iteration 59Q: 3 clusters Score -307754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -307639.562500 Penalty: 787.020020
	Iteration 60F: 3 clusters Score -307639.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -307701.656250 Penalty: 787.020020
	Iteration 61Q: 3 clusters Score -307701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -307763.781250 Penalty: 787.020020
	Iteration 62Q: 3 clusters Score -307763.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -307602.250000 Penalty: 787.020020
	Iteration 63Q: 3 clusters Score -307602.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -307798.937500 Penalty: 787.020020
	Iteration 64Q: 3 clusters Score -307798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -307792.000000 Penalty: 787.020020
	Iteration 65Q: 3 clusters Score -307792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -307806.375000 Penalty: 787.020020
	Iteration 66Q: 3 clusters Score -307806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -307719.656250 Penalty: 787.020020
	Iteration 67Q: 3 clusters Score -307719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -307670.500000 Penalty: 787.020020
	Iteration 68Q: 3 clusters Score -307670.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -307736.000000 Penalty: 787.020020
	Iteration 69Q: 3 clusters Score -307736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -307552.468750 Penalty: 787.020020
	Iteration 70Q: 3 clusters Score -307552.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -307763.562500 Penalty: 787.020020
	Iteration 71Q: 3 clusters Score -307763.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -307549.531250 Penalty: 787.020020
	Iteration 72Q: 3 clusters Score -307549.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -307813.343750 Penalty: 787.020020
	Iteration 73Q: 3 clusters Score -307813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -307753.281250 Penalty: 787.020020
	Iteration 74Q: 3 clusters Score -307753.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -307819.125000 Penalty: 787.020020
	Iteration 75Q: 3 clusters Score -307819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -307706.812500 Penalty: 787.020020
	Iteration 76Q: 3 clusters Score -307706.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -306422.187500 Penalty: 787.020020
	Iteration 77Q: 3 clusters Score -306422.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -307828.062500 Penalty: 787.020020
	Iteration 78Q: 3 clusters Score -307828.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -307836.281250 Penalty: 787.020020
	Iteration 79Q: 3 clusters Score -307836.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -307775.656250 Penalty: 787.020020
	Iteration 80F: 3 clusters Score -307775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -307800.437500 Penalty: 787.020020
	Iteration 81Q: 3 clusters Score -307800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -307805.781250 Penalty: 787.020020
	Iteration 82Q: 3 clusters Score -307805.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -307770.062500 Penalty: 787.020020
	Iteration 83Q: 3 clusters Score -307770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -307826.843750 Penalty: 787.020020
	Iteration 84Q: 3 clusters Score -307826.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -307620.531250 Penalty: 787.020020
	Iteration 85Q: 3 clusters Score -307620.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -307929.687500 Penalty: 787.020020
	Iteration 86Q: 3 clusters Score -307929.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -308630.031250 Penalty: 787.020020
	Iteration 87Q: 3 clusters Score -308630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -311153.500000 Penalty: 787.020020
	Iteration 88Q: 3 clusters Score -311153.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -311366.781250 Penalty: 787.020020
	Iteration 89Q: 3 clusters Score -311366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -311365.218750 Penalty: 787.020020
	Iteration 90Q: 3 clusters Score -311365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -311366.812500 Penalty: 787.020020
	Iteration 91Q: 3 clusters Score -311366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -311410.968750 Penalty: 787.020020
	Iteration 92Q: 3 clusters Score -311411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -311410.968750 Penalty: 787.020020
	Iteration 93F: 3 clusters Score -311411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Entering Unmasked Estep 
Score: -58148800.000000 Penalty: 17622.015625
Splitting cluster 12 changes total score from -58135384.000000 to -58148800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -80761.664062 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -80761.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -79708.921875 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -79708.92 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80745.046875 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -80745.05 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81065.625000 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -81065.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81199.960938 Penalty: 664.404480
	Iteration 3F: 3 clusters Score -81199.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81273.367188 Penalty: 664.404480
	Iteration 4Q: 3 clusters Score -81273.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81338.140625 Penalty: 664.404480
	Iteration 5Q: 3 clusters Score -81338.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81370.343750 Penalty: 664.404480
	Iteration 6Q: 3 clusters Score -81370.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81377.593750 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -81377.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81384.164062 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -81384.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81413.164062 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -81413.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81447.804688 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -81447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -81459.109375 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -81459.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -81464.875000 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -81464.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81462.531250 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -81462.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81460.757812 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -81460.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81467.296875 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -81467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81463.109375 Penalty: 664.404480
	Iteration 16Q: 3 clusters Score -81463.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81463.109375 Penalty: 664.404480
	Iteration 17F: 3 clusters Score -81463.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Entering Unmasked Estep 
Score: -58149108.000000 Penalty: 18251.373047
Splitting cluster 13 changes total score from -58135384.000000 to -58149108.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -407563.593750 Penalty: 402.776733
	Iteration 0F: 2 clusters Score -407563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -402782.750000 Penalty: 805.553467
	Iteration 0F: 3 clusters Score -402782.8 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -404736.968750 Penalty: 805.553467
	Iteration 1F: 3 clusters Score -404737 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -404943.781250 Penalty: 805.553467
	Iteration 2F: 3 clusters Score -404943.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -405151.156250 Penalty: 805.553467
	Iteration 3F: 3 clusters Score -405151.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -405388.625000 Penalty: 805.553467
	Iteration 4F: 3 clusters Score -405388.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -405648.500000 Penalty: 805.553467
	Iteration 5F: 3 clusters Score -405648.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -405879.562500 Penalty: 805.553467
	Iteration 6F: 3 clusters Score -405879.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -406049.843750 Penalty: 805.553467
	Iteration 7Q: 3 clusters Score -406049.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -406177.875000 Penalty: 805.553467
	Iteration 8Q: 3 clusters Score -406177.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -406294.468750 Penalty: 805.553467
	Iteration 9Q: 3 clusters Score -406294.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -406389.000000 Penalty: 805.553467
	Iteration 10Q: 3 clusters Score -406389 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -406457.812500 Penalty: 805.553467
	Iteration 11Q: 3 clusters Score -406457.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -406517.343750 Penalty: 805.553467
	Iteration 12Q: 3 clusters Score -406517.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -406582.843750 Penalty: 805.553467
	Iteration 13Q: 3 clusters Score -406582.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -406675.500000 Penalty: 805.553467
	Iteration 14Q: 3 clusters Score -406675.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -406765.687500 Penalty: 805.553467
	Iteration 15Q: 3 clusters Score -406765.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -406838.687500 Penalty: 805.553467
	Iteration 16Q: 3 clusters Score -406838.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -406910.343750 Penalty: 805.553467
	Iteration 17Q: 3 clusters Score -406910.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -406949.312500 Penalty: 805.553467
	Iteration 18Q: 3 clusters Score -406949.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -406979.312500 Penalty: 805.553467
	Iteration 19Q: 3 clusters Score -406979.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -407006.750000 Penalty: 805.553467
	Iteration 20F: 3 clusters Score -407006.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -407043.500000 Penalty: 805.553467
	Iteration 21Q: 3 clusters Score -407043.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -407071.687500 Penalty: 805.553467
	Iteration 22Q: 3 clusters Score -407071.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -407092.093750 Penalty: 805.553467
	Iteration 23Q: 3 clusters Score -407092.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -407110.062500 Penalty: 805.553467
	Iteration 24Q: 3 clusters Score -407110.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -407126.875000 Penalty: 805.553467
	Iteration 25Q: 3 clusters Score -407126.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -407136.468750 Penalty: 805.553467
	Iteration 26Q: 3 clusters Score -407136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -407144.593750 Penalty: 805.553467
	Iteration 27Q: 3 clusters Score -407144.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -407152.750000 Penalty: 805.553467
	Iteration 28Q: 3 clusters Score -407152.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -407156.937500 Penalty: 805.553467
	Iteration 29Q: 3 clusters Score -407156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -407162.906250 Penalty: 805.553467
	Iteration 30Q: 3 clusters Score -407162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -407166.281250 Penalty: 805.553467
	Iteration 31Q: 3 clusters Score -407166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -407170.093750 Penalty: 805.553467
	Iteration 32Q: 3 clusters Score -407170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -407175.156250 Penalty: 805.553467
	Iteration 33Q: 3 clusters Score -407175.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -407181.750000 Penalty: 805.553467
	Iteration 34Q: 3 clusters Score -407181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -407187.687500 Penalty: 805.553467
	Iteration 35Q: 3 clusters Score -407187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -407192.500000 Penalty: 805.553467
	Iteration 36Q: 3 clusters Score -407192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -407197.906250 Penalty: 805.553467
	Iteration 37Q: 3 clusters Score -407197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -407201.093750 Penalty: 805.553467
	Iteration 38Q: 3 clusters Score -407201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -407205.656250 Penalty: 805.553467
	Iteration 39Q: 3 clusters Score -407205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -407207.781250 Penalty: 805.553467
	Iteration 40F: 3 clusters Score -407207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -407208.968750 Penalty: 805.553467
	Iteration 41Q: 3 clusters Score -407209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -407210.562500 Penalty: 805.553467
	Iteration 42Q: 3 clusters Score -407210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -407210.718750 Penalty: 805.553467
	Iteration 43Q: 3 clusters Score -407210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -407210.718750 Penalty: 805.553467
	Iteration 44F: 3 clusters Score -407210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -177706.625000 Penalty: 365.605194
	Iteration 0F: 2 clusters Score -177706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -175577.750000 Penalty: 731.210388
	Iteration 0F: 3 clusters Score -175577.8 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -176901.656250 Penalty: 731.210388
	Iteration 1F: 3 clusters Score -176901.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -177622.078125 Penalty: 731.210388
	Iteration 2F: 3 clusters Score -177622.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -178040.468750 Penalty: 731.210388
	Iteration 3F: 3 clusters Score -178040.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -178298.437500 Penalty: 731.210388
	Iteration 4F: 3 clusters Score -178298.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -178574.375000 Penalty: 731.210388
	Iteration 5Q: 3 clusters Score -178574.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -178722.421875 Penalty: 731.210388
	Iteration 6Q: 3 clusters Score -178722.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -178773.203125 Penalty: 731.210388
	Iteration 7Q: 3 clusters Score -178773.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -178810.156250 Penalty: 731.210388
	Iteration 8Q: 3 clusters Score -178810.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -178838.625000 Penalty: 731.210388
	Iteration 9Q: 3 clusters Score -178838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -178869.390625 Penalty: 731.210388
	Iteration 10Q: 3 clusters Score -178869.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -178916.375000 Penalty: 731.210388
	Iteration 11Q: 3 clusters Score -178916.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -178972.000000 Penalty: 731.210388
	Iteration 12Q: 3 clusters Score -178972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -179032.203125 Penalty: 731.210388
	Iteration 13Q: 3 clusters Score -179032.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -179125.078125 Penalty: 731.210388
	Iteration 14Q: 3 clusters Score -179125.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -179216.828125 Penalty: 731.210388
	Iteration 15Q: 3 clusters Score -179216.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -179284.296875 Penalty: 731.210388
	Iteration 16Q: 3 clusters Score -179284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -179344.687500 Penalty: 731.210388
	Iteration 17Q: 3 clusters Score -179344.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -179417.484375 Penalty: 731.210388
	Iteration 18Q: 3 clusters Score -179417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -179527.453125 Penalty: 731.210388
	Iteration 19Q: 3 clusters Score -179527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -179727.406250 Penalty: 731.210388
	Iteration 20F: 3 clusters Score -179727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -179758.265625 Penalty: 731.210388
	Iteration 21Q: 3 clusters Score -179758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -179758.593750 Penalty: 731.210388
	Iteration 22Q: 3 clusters Score -179758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -179758.593750 Penalty: 731.210388
	Iteration 23F: 3 clusters Score -179758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Entering Unmasked Estep 
Score: -58150820.000000 Penalty: 18880.730469
Splitting cluster 15 changes total score from -58135384.000000 to -58150820.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (130579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Entering Unmasked Estep 
Score: -7785715.000000 Penalty: 535.977905
	Iteration 0F: 2 clusters Score -7785715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7702117.000000 Penalty: 1071.955811
	Iteration 0F: 3 clusters Score -7702117 nChanged 63757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -7741851.000000 Penalty: 1071.955811
	Iteration 1F: 3 clusters Score -7741851 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -7744602.500000 Penalty: 1071.955811
	Iteration 2Q: 3 clusters Score -7744602 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -7748575.500000 Penalty: 1071.955811
	Iteration 3F: 3 clusters Score -7748576 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -7754002.500000 Penalty: 1071.955811
	Iteration 4F: 3 clusters Score -7754002 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -7760118.500000 Penalty: 1071.955811
	Iteration 5F: 3 clusters Score -7760118 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -7767045.000000 Penalty: 1071.955811
	Iteration 6F: 3 clusters Score -7767045 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -7773774.500000 Penalty: 1071.955811
	Iteration 7F: 3 clusters Score -7773774 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -7778320.500000 Penalty: 1071.955811
	Iteration 8Q: 3 clusters Score -7778320 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -7780524.000000 Penalty: 1071.955811
	Iteration 9Q: 3 clusters Score -7780524 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -7781956.500000 Penalty: 1071.955811
	Iteration 10Q: 3 clusters Score -7781956 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -7783070.500000 Penalty: 1071.955811
	Iteration 11Q: 3 clusters Score -7783070 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -7783944.500000 Penalty: 1071.955811
	Iteration 12Q: 3 clusters Score -7783944 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7784464.500000 Penalty: 1071.955811
	Iteration 13Q: 3 clusters Score -7784464 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -7784863.500000 Penalty: 1071.955811
	Iteration 14Q: 3 clusters Score -7784864 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -7785151.000000 Penalty: 1071.955811
	Iteration 15Q: 3 clusters Score -7785151 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7785352.000000 Penalty: 1071.955811
	Iteration 16Q: 3 clusters Score -7785352 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7785400.000000 Penalty: 1071.955811
	Iteration 17Q: 3 clusters Score -7785400 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7785490.500000 Penalty: 1071.955811
	Iteration 18Q: 3 clusters Score -7785490 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7785495.500000 Penalty: 1071.955811
	Iteration 19Q: 3 clusters Score -7785496 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7785560.000000 Penalty: 1071.955811
	Iteration 20F: 3 clusters Score -7785560 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129138 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7785532.500000 Penalty: 1071.955811
	Iteration 21Q: 3 clusters Score -7785532 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7785511.000000 Penalty: 1071.955811
	Iteration 22Q: 3 clusters Score -7785511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7785505.000000 Penalty: 1071.955811
	Iteration 23Q: 3 clusters Score -7785505 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7785467.500000 Penalty: 1071.955811
	Iteration 24Q: 3 clusters Score -7785468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7785468.000000 Penalty: 1071.955811
	Iteration 25Q: 3 clusters Score -7785468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7785464.500000 Penalty: 1071.955811
	Iteration 26Q: 3 clusters Score -7785464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130031 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7785482.000000 Penalty: 1071.955811
	Iteration 27Q: 3 clusters Score -7785482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7785456.000000 Penalty: 1071.955811
	Iteration 28Q: 3 clusters Score -7785456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7785438.500000 Penalty: 1071.955811
	Iteration 29Q: 3 clusters Score -7785438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7785443.000000 Penalty: 1071.955811
	Iteration 30Q: 3 clusters Score -7785443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7785458.500000 Penalty: 1071.955811
	Iteration 31Q: 3 clusters Score -7785458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130190 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7785462.500000 Penalty: 1071.955811
	Iteration 32Q: 3 clusters Score -7785462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7785453.000000 Penalty: 1071.955811
	Iteration 33Q: 3 clusters Score -7785453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7785452.000000 Penalty: 1071.955811
	Iteration 34Q: 3 clusters Score -7785452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7785457.500000 Penalty: 1071.955811
	Iteration 35Q: 3 clusters Score -7785458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7785455.000000 Penalty: 1071.955811
	Iteration 36Q: 3 clusters Score -7785455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7785456.500000 Penalty: 1071.955811
	Iteration 37Q: 3 clusters Score -7785456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130238 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7785460.500000 Penalty: 1071.955811
	Iteration 38Q: 3 clusters Score -7785460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7785455.500000 Penalty: 1071.955811
	Iteration 39Q: 3 clusters Score -7785456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7785458.500000 Penalty: 1071.955811
	Iteration 40F: 3 clusters Score -7785458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7785453.500000 Penalty: 1071.955811
	Iteration 41Q: 3 clusters Score -7785454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7785453.000000 Penalty: 1071.955811
	Iteration 42Q: 3 clusters Score -7785453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7785452.500000 Penalty: 1071.955811
	Iteration 43Q: 3 clusters Score -7785452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7785452.500000 Penalty: 1071.955811
	Iteration 44F: 3 clusters Score -7785452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Entering Unmasked Estep 
Score: -6334575.500000 Penalty: 527.116394
	Iteration 0F: 2 clusters Score -6334576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -6261830.000000 Penalty: 1054.232788
	Iteration 0F: 3 clusters Score -6261830 nChanged 52580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6294315.000000 Penalty: 1054.232788
	Iteration 1F: 3 clusters Score -6294315 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6295805.000000 Penalty: 1054.232788
	Iteration 2Q: 3 clusters Score -6295805 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6298145.000000 Penalty: 1054.232788
	Iteration 3Q: 3 clusters Score -6298145 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6301601.000000 Penalty: 1054.232788
	Iteration 4F: 3 clusters Score -6301601 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6306427.500000 Penalty: 1054.232788
	Iteration 5F: 3 clusters Score -6306428 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6311903.500000 Penalty: 1054.232788
	Iteration 6F: 3 clusters Score -6311904 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -6315843.500000 Penalty: 1054.232788
	Iteration 7F: 3 clusters Score -6315844 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -6317764.500000 Penalty: 1054.232788
	Iteration 8Q: 3 clusters Score -6317764 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6318730.500000 Penalty: 1054.232788
	Iteration 9Q: 3 clusters Score -6318730 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -6319540.000000 Penalty: 1054.232788
	Iteration 10Q: 3 clusters Score -6319540 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6320357.500000 Penalty: 1054.232788
	Iteration 11Q: 3 clusters Score -6320358 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6321298.000000 Penalty: 1054.232788
	Iteration 12Q: 3 clusters Score -6321298 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -6322353.500000 Penalty: 1054.232788
	Iteration 13Q: 3 clusters Score -6322354 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6323616.000000 Penalty: 1054.232788
	Iteration 14Q: 3 clusters Score -6323616 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -6324756.500000 Penalty: 1054.232788
	Iteration 15Q: 3 clusters Score -6324756 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -6326021.000000 Penalty: 1054.232788
	Iteration 16Q: 3 clusters Score -6326021 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -6327300.000000 Penalty: 1054.232788
	Iteration 17Q: 3 clusters Score -6327300 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6328622.000000 Penalty: 1054.232788
	Iteration 18Q: 3 clusters Score -6328622 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -6329738.000000 Penalty: 1054.232788
	Iteration 19Q: 3 clusters Score -6329738 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -6330862.500000 Penalty: 1054.232788
	Iteration 20F: 3 clusters Score -6330862 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -6331827.500000 Penalty: 1054.232788
	Iteration 21Q: 3 clusters Score -6331828 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -6332511.500000 Penalty: 1054.232788
	Iteration 22Q: 3 clusters Score -6332512 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6332980.500000 Penalty: 1054.232788
	Iteration 23Q: 3 clusters Score -6332980 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6333359.500000 Penalty: 1054.232788
	Iteration 24Q: 3 clusters Score -6333360 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6333601.500000 Penalty: 1054.232788
	Iteration 25Q: 3 clusters Score -6333602 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6333737.500000 Penalty: 1054.232788
	Iteration 26Q: 3 clusters Score -6333738 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6333850.500000 Penalty: 1054.232788
	Iteration 27Q: 3 clusters Score -6333850 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6333948.000000 Penalty: 1054.232788
	Iteration 28Q: 3 clusters Score -6333948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6334030.500000 Penalty: 1054.232788
	Iteration 29Q: 3 clusters Score -6334030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6334076.500000 Penalty: 1054.232788
	Iteration 30Q: 3 clusters Score -6334076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6334118.000000 Penalty: 1054.232788
	Iteration 31Q: 3 clusters Score -6334118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6334130.000000 Penalty: 1054.232788
	Iteration 32Q: 3 clusters Score -6334130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6334154.500000 Penalty: 1054.232788
	Iteration 33Q: 3 clusters Score -6334154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6334164.500000 Penalty: 1054.232788
	Iteration 34Q: 3 clusters Score -6334164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6334165.500000 Penalty: 1054.232788
	Iteration 35Q: 3 clusters Score -6334166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6334169.500000 Penalty: 1054.232788
	Iteration 36Q: 3 clusters Score -6334170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6334163.500000 Penalty: 1054.232788
	Iteration 37Q: 3 clusters Score -6334164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6334176.000000 Penalty: 1054.232788
	Iteration 38Q: 3 clusters Score -6334176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6334186.000000 Penalty: 1054.232788
	Iteration 39Q: 3 clusters Score -6334186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6334191.000000 Penalty: 1054.232788
	Iteration 40F: 3 clusters Score -6334191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6334188.000000 Penalty: 1054.232788
	Iteration 41Q: 3 clusters Score -6334188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6334186.000000 Penalty: 1054.232788
	Iteration 42Q: 3 clusters Score -6334186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6334183.000000 Penalty: 1054.232788
	Iteration 43Q: 3 clusters Score -6334183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6334183.500000 Penalty: 1054.232788
	Iteration 44Q: 3 clusters Score -6334184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6334183.500000 Penalty: 1054.232788
	Iteration 45Q: 3 clusters Score -6334184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6334184.000000 Penalty: 1054.232788
	Iteration 46Q: 3 clusters Score -6334184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6334184.500000 Penalty: 1054.232788
	Iteration 47Q: 3 clusters Score -6334184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6334184.500000 Penalty: 1054.232788
	Iteration 48Q: 3 clusters Score -6334184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6334187.000000 Penalty: 1054.232788
	Iteration 49Q: 3 clusters Score -6334187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6334187.500000 Penalty: 1054.232788
	Iteration 50Q: 3 clusters Score -6334188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6334187.500000 Penalty: 1054.232788
	Iteration 51Q: 3 clusters Score -6334188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6334185.000000 Penalty: 1054.232788
	Iteration 52Q: 3 clusters Score -6334185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6334185.000000 Penalty: 1054.232788
	Iteration 53F: 3 clusters Score -6334185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (120309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Entering Unmasked Estep 
Score: -7254754.000000 Penalty: 532.250732
	Iteration 0F: 2 clusters Score -7254754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -7174556.500000 Penalty: 1064.501465
	Iteration 0F: 3 clusters Score -7174556 nChanged 59041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -7214612.500000 Penalty: 1064.501465
	Iteration 1F: 3 clusters Score -7214612 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -7220212.000000 Penalty: 1064.501465
	Iteration 2F: 3 clusters Score -7220212 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -7229175.000000 Penalty: 1064.501465
	Iteration 3F: 3 clusters Score -7229175 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -7240502.500000 Penalty: 1064.501465
	Iteration 4F: 3 clusters Score -7240502 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -7249203.000000 Penalty: 1064.501465
	Iteration 5F: 3 clusters Score -7249203 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7253040.500000 Penalty: 1064.501465
	Iteration 6Q: 3 clusters Score -7253040 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119777 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7253987.500000 Penalty: 1064.501465
	Iteration 7Q: 3 clusters Score -7253988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7254199.500000 Penalty: 1064.501465
	Iteration 8Q: 3 clusters Score -7254200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7254262.000000 Penalty: 1064.501465
	Iteration 9Q: 3 clusters Score -7254262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7254282.500000 Penalty: 1064.501465
	Iteration 10Q: 3 clusters Score -7254282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7254299.000000 Penalty: 1064.501465
	Iteration 11Q: 3 clusters Score -7254299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7254300.500000 Penalty: 1064.501465
	Iteration 12Q: 3 clusters Score -7254300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7254311.500000 Penalty: 1064.501465
	Iteration 13Q: 3 clusters Score -7254312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7254313.000000 Penalty: 1064.501465
	Iteration 14Q: 3 clusters Score -7254313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7254310.000000 Penalty: 1064.501465
	Iteration 15Q: 3 clusters Score -7254310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7254310.000000 Penalty: 1064.501465
	Iteration 16F: 3 clusters Score -7254310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -216325.687500 Penalty: 373.362305
	Iteration 0F: 2 clusters Score -216325.7 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 1832 members 
Entering Unmasked Estep 
Score: -213836.343750 Penalty: 746.724609
	Iteration 0F: 3 clusters Score -213836.3 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -214825.218750 Penalty: 746.724609
	Iteration 1F: 3 clusters Score -214825.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -215035.125000 Penalty: 746.724609
	Iteration 2F: 3 clusters Score -215035.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -215263.359375 Penalty: 746.724609
	Iteration 3F: 3 clusters Score -215263.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -215472.531250 Penalty: 746.724609
	Iteration 4F: 3 clusters Score -215472.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -215656.640625 Penalty: 746.724609
	Iteration 5F: 3 clusters Score -215656.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -215801.406250 Penalty: 746.724609
	Iteration 6F: 3 clusters Score -215801.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -215882.875000 Penalty: 746.724609
	Iteration 7Q: 3 clusters Score -215882.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -215939.609375 Penalty: 746.724609
	Iteration 8Q: 3 clusters Score -215939.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -215984.703125 Penalty: 746.724609
	Iteration 9Q: 3 clusters Score -215984.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -216025.343750 Penalty: 746.724609
	Iteration 10Q: 3 clusters Score -216025.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -216055.328125 Penalty: 746.724609
	Iteration 11Q: 3 clusters Score -216055.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -216077.406250 Penalty: 746.724609
	Iteration 12Q: 3 clusters Score -216077.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -216108.593750 Penalty: 746.724609
	Iteration 13Q: 3 clusters Score -216108.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -216140.843750 Penalty: 746.724609
	Iteration 14Q: 3 clusters Score -216140.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -216188.593750 Penalty: 746.724609
	Iteration 15Q: 3 clusters Score -216188.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -216212.593750 Penalty: 746.724609
	Iteration 16Q: 3 clusters Score -216212.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -216225.468750 Penalty: 746.724609
	Iteration 17Q: 3 clusters Score -216225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -216231.906250 Penalty: 746.724609
	Iteration 18Q: 3 clusters Score -216231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -216234.625000 Penalty: 746.724609
	Iteration 19Q: 3 clusters Score -216234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -216239.250000 Penalty: 746.724609
	Iteration 20F: 3 clusters Score -216239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -216243.656250 Penalty: 746.724609
	Iteration 21Q: 3 clusters Score -216243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -216247.484375 Penalty: 746.724609
	Iteration 22Q: 3 clusters Score -216247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -216247.750000 Penalty: 746.724609
	Iteration 23Q: 3 clusters Score -216247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -216248.718750 Penalty: 746.724609
	Iteration 24Q: 3 clusters Score -216248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -216248.906250 Penalty: 746.724609
	Iteration 25Q: 3 clusters Score -216248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -216248.796875 Penalty: 746.724609
	Iteration 26Q: 3 clusters Score -216248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -216248.687500 Penalty: 746.724609
	Iteration 27Q: 3 clusters Score -216248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -216248.687500 Penalty: 746.724609
	Iteration 28F: 3 clusters Score -216248.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Entering Unmasked Estep 
Score: -3523367.750000 Penalty: 500.018616
	Iteration 0F: 2 clusters Score -3523368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3483721.750000 Penalty: 1000.037231
	Iteration 0F: 3 clusters Score -3483722 nChanged 28659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -3501905.000000 Penalty: 1000.037231
	Iteration 1F: 3 clusters Score -3501905 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3503900.000000 Penalty: 1000.037231
	Iteration 2F: 3 clusters Score -3503900 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3506407.250000 Penalty: 1000.037231
	Iteration 3F: 3 clusters Score -3506407 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3509580.750000 Penalty: 1000.037231
	Iteration 4F: 3 clusters Score -3509581 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3513378.750000 Penalty: 1000.037231
	Iteration 5F: 3 clusters Score -3513379 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -3516325.500000 Penalty: 1000.037231
	Iteration 6F: 3 clusters Score -3516326 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -3517749.750000 Penalty: 1000.037231
	Iteration 7Q: 3 clusters Score -3517750 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -3518316.250000 Penalty: 1000.037231
	Iteration 8Q: 3 clusters Score -3518316 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -3518635.250000 Penalty: 1000.037231
	Iteration 9Q: 3 clusters Score -3518635 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -3518893.000000 Penalty: 1000.037231
	Iteration 10Q: 3 clusters Score -3518893 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -3519165.250000 Penalty: 1000.037231
	Iteration 11Q: 3 clusters Score -3519165 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -3519444.000000 Penalty: 1000.037231
	Iteration 12Q: 3 clusters Score -3519444 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -3519681.500000 Penalty: 1000.037231
	Iteration 13Q: 3 clusters Score -3519682 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -3519980.250000 Penalty: 1000.037231
	Iteration 14Q: 3 clusters Score -3519980 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -3520263.250000 Penalty: 1000.037231
	Iteration 15Q: 3 clusters Score -3520263 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -3520558.750000 Penalty: 1000.037231
	Iteration 16Q: 3 clusters Score -3520559 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -3520832.000000 Penalty: 1000.037231
	Iteration 17Q: 3 clusters Score -3520832 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -3521095.250000 Penalty: 1000.037231
	Iteration 18Q: 3 clusters Score -3521095 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -3521377.250000 Penalty: 1000.037231
	Iteration 19Q: 3 clusters Score -3521377 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -3521690.750000 Penalty: 1000.037231
	Iteration 20F: 3 clusters Score -3521691 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -3522008.250000 Penalty: 1000.037231
	Iteration 21Q: 3 clusters Score -3522008 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -3522290.250000 Penalty: 1000.037231
	Iteration 22Q: 3 clusters Score -3522290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -3522611.500000 Penalty: 1000.037231
	Iteration 23Q: 3 clusters Score -3522612 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -3522928.250000 Penalty: 1000.037231
	Iteration 24Q: 3 clusters Score -3522928 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -3523226.500000 Penalty: 1000.037231
	Iteration 25Q: 3 clusters Score -3523226 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -3523409.000000 Penalty: 1000.037231
	Iteration 26Q: 3 clusters Score -3523409 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -3523559.250000 Penalty: 1000.037231
	Iteration 27Q: 3 clusters Score -3523559 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -3523695.500000 Penalty: 1000.037231
	Iteration 28Q: 3 clusters Score -3523696 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -3523802.500000 Penalty: 1000.037231
	Iteration 29Q: 3 clusters Score -3523802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -3523857.500000 Penalty: 1000.037231
	Iteration 30Q: 3 clusters Score -3523858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -3523883.250000 Penalty: 1000.037231
	Iteration 31Q: 3 clusters Score -3523883 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -3523913.000000 Penalty: 1000.037231
	Iteration 32Q: 3 clusters Score -3523913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -3523925.250000 Penalty: 1000.037231
	Iteration 33Q: 3 clusters Score -3523925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -3523941.250000 Penalty: 1000.037231
	Iteration 34Q: 3 clusters Score -3523941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -3523938.000000 Penalty: 1000.037231
	Iteration 35Q: 3 clusters Score -3523938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -3523938.750000 Penalty: 1000.037231
	Iteration 36Q: 3 clusters Score -3523939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -3523943.500000 Penalty: 1000.037231
	Iteration 37Q: 3 clusters Score -3523944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -3523957.000000 Penalty: 1000.037231
	Iteration 38Q: 3 clusters Score -3523957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -3523969.500000 Penalty: 1000.037231
	Iteration 39Q: 3 clusters Score -3523970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -3523979.750000 Penalty: 1000.037231
	Iteration 40F: 3 clusters Score -3523980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -3523975.750000 Penalty: 1000.037231
	Iteration 41Q: 3 clusters Score -3523976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -3523984.000000 Penalty: 1000.037231
	Iteration 42Q: 3 clusters Score -3523984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -3523980.500000 Penalty: 1000.037231
	Iteration 43Q: 3 clusters Score -3523980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -3523988.250000 Penalty: 1000.037231
	Iteration 44Q: 3 clusters Score -3523988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -3524000.000000 Penalty: 1000.037231
	Iteration 45Q: 3 clusters Score -3524000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -3524004.500000 Penalty: 1000.037231
	Iteration 46Q: 3 clusters Score -3524004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -3524009.250000 Penalty: 1000.037231
	Iteration 47Q: 3 clusters Score -3524009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -3524018.500000 Penalty: 1000.037231
	Iteration 48Q: 3 clusters Score -3524018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -3524029.000000 Penalty: 1000.037231
	Iteration 49Q: 3 clusters Score -3524029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -3524032.750000 Penalty: 1000.037231
	Iteration 50Q: 3 clusters Score -3524033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -3524042.000000 Penalty: 1000.037231
	Iteration 51Q: 3 clusters Score -3524042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -3524049.500000 Penalty: 1000.037231
	Iteration 52Q: 3 clusters Score -3524050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -3524063.000000 Penalty: 1000.037231
	Iteration 53Q: 3 clusters Score -3524063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -3524068.500000 Penalty: 1000.037231
	Iteration 54Q: 3 clusters Score -3524068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -3524068.250000 Penalty: 1000.037231
	Iteration 55Q: 3 clusters Score -3524068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -3524078.250000 Penalty: 1000.037231
	Iteration 56Q: 3 clusters Score -3524078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -3524078.500000 Penalty: 1000.037231
	Iteration 57Q: 3 clusters Score -3524078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -3524080.500000 Penalty: 1000.037231
	Iteration 58Q: 3 clusters Score -3524080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -3524083.000000 Penalty: 1000.037231
	Iteration 59Q: 3 clusters Score -3524083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -3524090.750000 Penalty: 1000.037231
	Iteration 60F: 3 clusters Score -3524091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -3524098.000000 Penalty: 1000.037231
	Iteration 61Q: 3 clusters Score -3524098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -3524090.750000 Penalty: 1000.037231
	Iteration 62Q: 3 clusters Score -3524091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -3524103.500000 Penalty: 1000.037231
	Iteration 63Q: 3 clusters Score -3524104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -3524100.000000 Penalty: 1000.037231
	Iteration 64Q: 3 clusters Score -3524100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -3524099.000000 Penalty: 1000.037231
	Iteration 65Q: 3 clusters Score -3524099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -3524098.500000 Penalty: 1000.037231
	Iteration 66Q: 3 clusters Score -3524098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -3524100.500000 Penalty: 1000.037231
	Iteration 67Q: 3 clusters Score -3524100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -3524100.000000 Penalty: 1000.037231
	Iteration 68Q: 3 clusters Score -3524100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -3524109.750000 Penalty: 1000.037231
	Iteration 69Q: 3 clusters Score -3524110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -3524110.250000 Penalty: 1000.037231
	Iteration 70Q: 3 clusters Score -3524110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -3524110.750000 Penalty: 1000.037231
	Iteration 71Q: 3 clusters Score -3524111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -3524108.000000 Penalty: 1000.037231
	Iteration 72Q: 3 clusters Score -3524108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -3524120.750000 Penalty: 1000.037231
	Iteration 73Q: 3 clusters Score -3524121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -3524116.000000 Penalty: 1000.037231
	Iteration 74Q: 3 clusters Score -3524116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -3524114.500000 Penalty: 1000.037231
	Iteration 75Q: 3 clusters Score -3524114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -3524107.750000 Penalty: 1000.037231
	Iteration 76Q: 3 clusters Score -3524108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -3524105.750000 Penalty: 1000.037231
	Iteration 77Q: 3 clusters Score -3524106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -3524109.500000 Penalty: 1000.037231
	Iteration 78Q: 3 clusters Score -3524110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -3524111.250000 Penalty: 1000.037231
	Iteration 79Q: 3 clusters Score -3524111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -3524109.750000 Penalty: 1000.037231
	Iteration 80F: 3 clusters Score -3524110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -3524109.750000 Penalty: 1000.037231
	Iteration 81Q: 3 clusters Score -3524110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -3524109.750000 Penalty: 1000.037231
	Iteration 82Q: 3 clusters Score -3524110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -3524111.250000 Penalty: 1000.037231
	Iteration 83Q: 3 clusters Score -3524111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -3524110.500000 Penalty: 1000.037231
	Iteration 84Q: 3 clusters Score -3524110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -3524107.500000 Penalty: 1000.037231
	Iteration 85Q: 3 clusters Score -3524108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -3524110.000000 Penalty: 1000.037231
	Iteration 86Q: 3 clusters Score -3524110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -3524108.750000 Penalty: 1000.037231
	Iteration 87Q: 3 clusters Score -3524109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -3524112.500000 Penalty: 1000.037231
	Iteration 88Q: 3 clusters Score -3524112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -3524109.750000 Penalty: 1000.037231
	Iteration 89Q: 3 clusters Score -3524110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -3524111.000000 Penalty: 1000.037231
	Iteration 90Q: 3 clusters Score -3524111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -3524113.250000 Penalty: 1000.037231
	Iteration 91Q: 3 clusters Score -3524113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -3524113.250000 Penalty: 1000.037231
	Iteration 92Q: 3 clusters Score -3524113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -3524115.000000 Penalty: 1000.037231
	Iteration 93Q: 3 clusters Score -3524115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -3524117.000000 Penalty: 1000.037231
	Iteration 94Q: 3 clusters Score -3524117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -3524115.250000 Penalty: 1000.037231
	Iteration 95Q: 3 clusters Score -3524115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -3524115.250000 Penalty: 1000.037231
	Iteration 96F: 3 clusters Score -3524115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 55117 members 
Entering Unmasked Estep 
Score: -58151428.000000 Penalty: 19510.087891
Splitting cluster 20 changes total score from -58135384.000000 to -58151428.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -138958.406250 Penalty: 359.680817
	Iteration 0F: 2 clusters Score -138958.4 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 1397 members 
Entering Unmasked Estep 
Score: -137085.234375 Penalty: 719.361633
	Iteration 0F: 3 clusters Score -137085.2 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -137926.609375 Penalty: 719.361633
	Iteration 1F: 3 clusters Score -137926.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -138074.906250 Penalty: 719.361633
	Iteration 2F: 3 clusters Score -138074.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -138197.109375 Penalty: 719.361633
	Iteration 3F: 3 clusters Score -138197.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -138283.203125 Penalty: 719.361633
	Iteration 4F: 3 clusters Score -138283.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -138377.390625 Penalty: 719.361633
	Iteration 5F: 3 clusters Score -138377.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -138472.031250 Penalty: 719.361633
	Iteration 6Q: 3 clusters Score -138472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -138633.984375 Penalty: 719.361633
	Iteration 7F: 3 clusters Score -138634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -138811.046875 Penalty: 719.361633
	Iteration 8F: 3 clusters Score -138811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -138975.046875 Penalty: 719.361633
	Iteration 9Q: 3 clusters Score -138975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -139069.078125 Penalty: 719.361633
	Iteration 10Q: 3 clusters Score -139069.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -139109.953125 Penalty: 719.361633
	Iteration 11Q: 3 clusters Score -139110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -139130.703125 Penalty: 719.361633
	Iteration 12Q: 3 clusters Score -139130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -139132.531250 Penalty: 719.361633
	Iteration 13Q: 3 clusters Score -139132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -139132.531250 Penalty: 719.361633
	Iteration 14F: 3 clusters Score -139132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 55117 members 
Mstep: Class 32 contains 2505 members 
Entering Unmasked Estep 
Score: -58151336.000000 Penalty: 20139.445312
Splitting cluster 21 changes total score from -58135384.000000 to -58151336.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -86202.820312 Penalty: 346.067993
	Iteration 0F: 2 clusters Score -86202.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -84790.132812 Penalty: 692.135986
	Iteration 0F: 3 clusters Score -84790.13 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -87578.000000 Penalty: 692.135986
	Iteration 1F: 3 clusters Score -87578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89121.320312 Penalty: 692.135986
	Iteration 2F: 3 clusters Score -89121.32 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -89451.195312 Penalty: 692.135986
	Iteration 3F: 3 clusters Score -89451.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -89609.851562 Penalty: 692.135986
	Iteration 4Q: 3 clusters Score -89609.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -89783.351562 Penalty: 692.135986
	Iteration 5Q: 3 clusters Score -89783.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -90099.148438 Penalty: 692.135986
	Iteration 6Q: 3 clusters Score -90099.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -90300.132812 Penalty: 692.135986
	Iteration 7Q: 3 clusters Score -90300.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -90339.828125 Penalty: 692.135986
	Iteration 8Q: 3 clusters Score -90339.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90339.289062 Penalty: 692.135986
	Iteration 9Q: 3 clusters Score -90339.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90349.367188 Penalty: 692.135986
	Iteration 10F: 3 clusters Score -90349.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -90357.812500 Penalty: 692.135986
	Iteration 11Q: 3 clusters Score -90357.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -90363.992188 Penalty: 692.135986
	Iteration 12Q: 3 clusters Score -90363.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -90364.867188 Penalty: 692.135986
	Iteration 13Q: 3 clusters Score -90364.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -90364.867188 Penalty: 692.135986
	Iteration 14F: 3 clusters Score -90364.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 55117 members 
Mstep: Class 32 contains 2505 members 
Mstep: Class 33 contains 1114 members 
Entering Unmasked Estep 
Score: -58155112.000000 Penalty: 20768.802734
Splitting cluster 22 changes total score from -58135384.000000 to -58155112.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -55126.367188 Penalty: 312.540161
	Iteration 0F: 2 clusters Score -55126.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54350.550781 Penalty: 625.080322
	Iteration 0F: 3 clusters Score -54350.55 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -54560.773438 Penalty: 625.080322
	Iteration 1F: 3 clusters Score -54560.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54617.714844 Penalty: 625.080322
	Iteration 2F: 3 clusters Score -54617.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54665.957031 Penalty: 625.080322
	Iteration 3Q: 3 clusters Score -54665.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54722.925781 Penalty: 625.080322
	Iteration 4F: 3 clusters Score -54722.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54768.667969 Penalty: 625.080322
	Iteration 5F: 3 clusters Score -54768.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -54803.785156 Penalty: 625.080322
	Iteration 6Q: 3 clusters Score -54803.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54839.183594 Penalty: 625.080322
	Iteration 7Q: 3 clusters Score -54839.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54863.093750 Penalty: 625.080322
	Iteration 8Q: 3 clusters Score -54863.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54879.132812 Penalty: 625.080322
	Iteration 9Q: 3 clusters Score -54879.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54901.386719 Penalty: 625.080322
	Iteration 10Q: 3 clusters Score -54901.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -54915.097656 Penalty: 625.080322
	Iteration 11Q: 3 clusters Score -54915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54923.253906 Penalty: 625.080322
	Iteration 12Q: 3 clusters Score -54923.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54931.332031 Penalty: 625.080322
	Iteration 13Q: 3 clusters Score -54931.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54937.574219 Penalty: 625.080322
	Iteration 14Q: 3 clusters Score -54937.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54945.816406 Penalty: 625.080322
	Iteration 15Q: 3 clusters Score -54945.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54953.660156 Penalty: 625.080322
	Iteration 16Q: 3 clusters Score -54953.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -54957.808594 Penalty: 625.080322
	Iteration 17Q: 3 clusters Score -54957.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54958.847656 Penalty: 625.080322
	Iteration 18Q: 3 clusters Score -54958.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54959.152344 Penalty: 625.080322
	Iteration 19Q: 3 clusters Score -54959.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54959.503906 Penalty: 625.080322
	Iteration 20F: 3 clusters Score -54959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54960.042969 Penalty: 625.080322
	Iteration 21Q: 3 clusters Score -54960.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54960.042969 Penalty: 625.080322
	Iteration 22F: 3 clusters Score -54960.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -268725.187500 Penalty: 384.842651
	Iteration 0F: 2 clusters Score -268725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -265654.562500 Penalty: 769.685303
	Iteration 0F: 3 clusters Score -265654.6 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -267765.937500 Penalty: 769.685303
	Iteration 1F: 3 clusters Score -267765.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -268455.250000 Penalty: 769.685303
	Iteration 2F: 3 clusters Score -268455.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -268845.937500 Penalty: 769.685303
	Iteration 3F: 3 clusters Score -268845.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -269085.843750 Penalty: 769.685303
	Iteration 4F: 3 clusters Score -269085.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -269244.750000 Penalty: 769.685303
	Iteration 5Q: 3 clusters Score -269244.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -269330.812500 Penalty: 769.685303
	Iteration 6Q: 3 clusters Score -269330.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -269403.343750 Penalty: 769.685303
	Iteration 7Q: 3 clusters Score -269403.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -269493.937500 Penalty: 769.685303
	Iteration 8Q: 3 clusters Score -269493.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -269552.718750 Penalty: 769.685303
	Iteration 9Q: 3 clusters Score -269552.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -269583.375000 Penalty: 769.685303
	Iteration 10Q: 3 clusters Score -269583.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -269610.812500 Penalty: 769.685303
	Iteration 11Q: 3 clusters Score -269610.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -269631.437500 Penalty: 769.685303
	Iteration 12Q: 3 clusters Score -269631.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -269651.156250 Penalty: 769.685303
	Iteration 13Q: 3 clusters Score -269651.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -269664.718750 Penalty: 769.685303
	Iteration 14Q: 3 clusters Score -269664.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -269687.218750 Penalty: 769.685303
	Iteration 15Q: 3 clusters Score -269687.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -269706.687500 Penalty: 769.685303
	Iteration 16Q: 3 clusters Score -269706.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -269742.406250 Penalty: 769.685303
	Iteration 17Q: 3 clusters Score -269742.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -269752.968750 Penalty: 769.685303
	Iteration 18Q: 3 clusters Score -269753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -269764.312500 Penalty: 769.685303
	Iteration 19Q: 3 clusters Score -269764.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -269829.812500 Penalty: 769.685303
	Iteration 20F: 3 clusters Score -269829.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -269921.437500 Penalty: 769.685303
	Iteration 21Q: 3 clusters Score -269921.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270001.343750 Penalty: 769.685303
	Iteration 22Q: 3 clusters Score -270001.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -270069.343750 Penalty: 769.685303
	Iteration 23Q: 3 clusters Score -270069.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -270193.562500 Penalty: 769.685303
	Iteration 24Q: 3 clusters Score -270193.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270293.281250 Penalty: 769.685303
	Iteration 25Q: 3 clusters Score -270293.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -270358.968750 Penalty: 769.685303
	Iteration 26Q: 3 clusters Score -270359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -270404.187500 Penalty: 769.685303
	Iteration 27Q: 3 clusters Score -270404.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -270415.187500 Penalty: 769.685303
	Iteration 28Q: 3 clusters Score -270415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -270418.968750 Penalty: 769.685303
	Iteration 29Q: 3 clusters Score -270419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -270423.562500 Penalty: 769.685303
	Iteration 30Q: 3 clusters Score -270423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -270439.187500 Penalty: 769.685303
	Iteration 31Q: 3 clusters Score -270439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -270447.875000 Penalty: 769.685303
	Iteration 32Q: 3 clusters Score -270447.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -270451.250000 Penalty: 769.685303
	Iteration 33Q: 3 clusters Score -270451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -270452.000000 Penalty: 769.685303
	Iteration 34Q: 3 clusters Score -270452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -270451.062500 Penalty: 769.685303
	Iteration 35Q: 3 clusters Score -270451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -270451.656250 Penalty: 769.685303
	Iteration 36Q: 3 clusters Score -270451.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270450.437500 Penalty: 769.685303
	Iteration 37Q: 3 clusters Score -270450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -270453.468750 Penalty: 769.685303
	Iteration 38Q: 3 clusters Score -270453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -270454.812500 Penalty: 769.685303
	Iteration 39Q: 3 clusters Score -270454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -270577.718750 Penalty: 769.685303
	Iteration 40F: 3 clusters Score -270577.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -270675.843750 Penalty: 769.685303
	Iteration 41Q: 3 clusters Score -270675.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -270835.937500 Penalty: 769.685303
	Iteration 42Q: 3 clusters Score -270835.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -270994.562500 Penalty: 769.685303
	Iteration 43Q: 3 clusters Score -270994.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -271054.125000 Penalty: 769.685303
	Iteration 44Q: 3 clusters Score -271054.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271102.062500 Penalty: 769.685303
	Iteration 45Q: 3 clusters Score -271102.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271133.625000 Penalty: 769.685303
	Iteration 46Q: 3 clusters Score -271133.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -271156.562500 Penalty: 769.685303
	Iteration 47Q: 3 clusters Score -271156.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -271190.968750 Penalty: 769.685303
	Iteration 48Q: 3 clusters Score -271191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271235.968750 Penalty: 769.685303
	Iteration 49Q: 3 clusters Score -271236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271276.343750 Penalty: 769.685303
	Iteration 50Q: 3 clusters Score -271276.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271314.531250 Penalty: 769.685303
	Iteration 51Q: 3 clusters Score -271314.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271363.781250 Penalty: 769.685303
	Iteration 52Q: 3 clusters Score -271363.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271389.250000 Penalty: 769.685303
	Iteration 53Q: 3 clusters Score -271389.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -271412.031250 Penalty: 769.685303
	Iteration 54Q: 3 clusters Score -271412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -271433.031250 Penalty: 769.685303
	Iteration 55Q: 3 clusters Score -271433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -271449.781250 Penalty: 769.685303
	Iteration 56Q: 3 clusters Score -271449.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -271467.687500 Penalty: 769.685303
	Iteration 57Q: 3 clusters Score -271467.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -271481.406250 Penalty: 769.685303
	Iteration 58Q: 3 clusters Score -271481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -271483.593750 Penalty: 769.685303
	Iteration 59Q: 3 clusters Score -271483.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -271513.250000 Penalty: 769.685303
	Iteration 60F: 3 clusters Score -271513.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271531.250000 Penalty: 769.685303
	Iteration 61Q: 3 clusters Score -271531.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -271548.187500 Penalty: 769.685303
	Iteration 62Q: 3 clusters Score -271548.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -271560.281250 Penalty: 769.685303
	Iteration 63Q: 3 clusters Score -271560.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271588.218750 Penalty: 769.685303
	Iteration 64Q: 3 clusters Score -271588.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271624.500000 Penalty: 769.685303
	Iteration 65Q: 3 clusters Score -271624.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271648.906250 Penalty: 769.685303
	Iteration 66Q: 3 clusters Score -271648.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -271665.906250 Penalty: 769.685303
	Iteration 67Q: 3 clusters Score -271665.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -271669.218750 Penalty: 769.685303
	Iteration 68Q: 3 clusters Score -271669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -271670.468750 Penalty: 769.685303
	Iteration 69Q: 3 clusters Score -271670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -271674.781250 Penalty: 769.685303
	Iteration 70Q: 3 clusters Score -271674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271674.750000 Penalty: 769.685303
	Iteration 71Q: 3 clusters Score -271674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271673.187500 Penalty: 769.685303
	Iteration 72Q: 3 clusters Score -271673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271676.031250 Penalty: 769.685303
	Iteration 73Q: 3 clusters Score -271676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271675.437500 Penalty: 769.685303
	Iteration 74Q: 3 clusters Score -271675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271675.781250 Penalty: 769.685303
	Iteration 75Q: 3 clusters Score -271675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271676.562500 Penalty: 769.685303
	Iteration 76Q: 3 clusters Score -271676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271675.937500 Penalty: 769.685303
	Iteration 77Q: 3 clusters Score -271675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271677.500000 Penalty: 769.685303
	Iteration 78Q: 3 clusters Score -271677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -271680.812500 Penalty: 769.685303
	Iteration 79Q: 3 clusters Score -271680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -271683.500000 Penalty: 769.685303
	Iteration 80F: 3 clusters Score -271683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -271682.218750 Penalty: 769.685303
	Iteration 81Q: 3 clusters Score -271682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -271679.906250 Penalty: 769.685303
	Iteration 82Q: 3 clusters Score -271679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -271682.625000 Penalty: 769.685303
	Iteration 83Q: 3 clusters Score -271682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -271683.906250 Penalty: 769.685303
	Iteration 84Q: 3 clusters Score -271683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -271683.125000 Penalty: 769.685303
	Iteration 85Q: 3 clusters Score -271683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -271685.125000 Penalty: 769.685303
	Iteration 86Q: 3 clusters Score -271685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -271681.156250 Penalty: 769.685303
	Iteration 87Q: 3 clusters Score -271681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -271683.500000 Penalty: 769.685303
	Iteration 88Q: 3 clusters Score -271683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271684.562500 Penalty: 769.685303
	Iteration 89Q: 3 clusters Score -271684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271684.812500 Penalty: 769.685303
	Iteration 90Q: 3 clusters Score -271684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -271684.937500 Penalty: 769.685303
	Iteration 91Q: 3 clusters Score -271684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271682.781250 Penalty: 769.685303
	Iteration 92Q: 3 clusters Score -271682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -271679.437500 Penalty: 769.685303
	Iteration 93Q: 3 clusters Score -271679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271686.687500 Penalty: 769.685303
	Iteration 94Q: 3 clusters Score -271686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271682.781250 Penalty: 769.685303
	Iteration 95Q: 3 clusters Score -271682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271684.375000 Penalty: 769.685303
	Iteration 96Q: 3 clusters Score -271684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271680.875000 Penalty: 769.685303
	Iteration 97Q: 3 clusters Score -271680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271681.906250 Penalty: 769.685303
	Iteration 98Q: 3 clusters Score -271681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -271685.906250 Penalty: 769.685303
	Iteration 99Q: 3 clusters Score -271685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271683.906250 Penalty: 769.685303
	Iteration 100F: 3 clusters Score -271683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271683.781250 Penalty: 769.685303
	Iteration 101Q: 3 clusters Score -271683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271685.375000 Penalty: 769.685303
	Iteration 102Q: 3 clusters Score -271685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271685.375000 Penalty: 769.685303
	Iteration 103F: 3 clusters Score -271685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 3392 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 55117 members 
Mstep: Class 32 contains 2505 members 
Mstep: Class 33 contains 1114 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
Score: -58158032.000000 Penalty: 21398.162109
Splitting cluster 24 changes total score from -58135384.000000 to -58158032.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -398606.812500 Penalty: 400.102478
	Iteration 0F: 2 clusters Score -398606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -394151.343750 Penalty: 800.204956
	Iteration 0F: 3 clusters Score -394151.3 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -395863.906250 Penalty: 800.204956
	Iteration 1F: 3 clusters Score -395863.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -396162.437500 Penalty: 800.204956
	Iteration 2F: 3 clusters Score -396162.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -396624.781250 Penalty: 800.204956
	Iteration 3F: 3 clusters Score -396624.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -397137.812500 Penalty: 800.204956
	Iteration 4F: 3 clusters Score -397137.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -397503.437500 Penalty: 800.204956
	Iteration 5F: 3 clusters Score -397503.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -397670.125000 Penalty: 800.204956
	Iteration 6Q: 3 clusters Score -397670.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -397757.500000 Penalty: 800.204956
	Iteration 7Q: 3 clusters Score -397757.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -397807.343750 Penalty: 800.204956
	Iteration 8Q: 3 clusters Score -397807.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -397842.468750 Penalty: 800.204956
	Iteration 9Q: 3 clusters Score -397842.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -397877.093750 Penalty: 800.204956
	Iteration 10Q: 3 clusters Score -397877.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -397912.625000 Penalty: 800.204956
	Iteration 11Q: 3 clusters Score -397912.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -397946.375000 Penalty: 800.204956
	Iteration 12Q: 3 clusters Score -397946.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -397977.500000 Penalty: 800.204956
	Iteration 13Q: 3 clusters Score -397977.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -398014.437500 Penalty: 800.204956
	Iteration 14Q: 3 clusters Score -398014.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -398046.281250 Penalty: 800.204956
	Iteration 15Q: 3 clusters Score -398046.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -398089.250000 Penalty: 800.204956
	Iteration 16Q: 3 clusters Score -398089.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -398129.875000 Penalty: 800.204956
	Iteration 17Q: 3 clusters Score -398129.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -398161.281250 Penalty: 800.204956
	Iteration 18Q: 3 clusters Score -398161.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -398187.031250 Penalty: 800.204956
	Iteration 19Q: 3 clusters Score -398187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -398206.343750 Penalty: 800.204956
	Iteration 20F: 3 clusters Score -398206.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -398220.500000 Penalty: 800.204956
	Iteration 21Q: 3 clusters Score -398220.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -398231.625000 Penalty: 800.204956
	Iteration 22Q: 3 clusters Score -398231.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -398241.687500 Penalty: 800.204956
	Iteration 23Q: 3 clusters Score -398241.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -398251.718750 Penalty: 800.204956
	Iteration 24Q: 3 clusters Score -398251.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -398260.281250 Penalty: 800.204956
	Iteration 25Q: 3 clusters Score -398260.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -398270.281250 Penalty: 800.204956
	Iteration 26Q: 3 clusters Score -398270.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -398277.343750 Penalty: 800.204956
	Iteration 27Q: 3 clusters Score -398277.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -398286.125000 Penalty: 800.204956
	Iteration 28Q: 3 clusters Score -398286.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -398294.937500 Penalty: 800.204956
	Iteration 29Q: 3 clusters Score -398294.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -398303.375000 Penalty: 800.204956
	Iteration 30Q: 3 clusters Score -398303.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -398311.093750 Penalty: 800.204956
	Iteration 31Q: 3 clusters Score -398311.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -398321.781250 Penalty: 800.204956
	Iteration 32Q: 3 clusters Score -398321.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -398331.656250 Penalty: 800.204956
	Iteration 33Q: 3 clusters Score -398331.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -398337.000000 Penalty: 800.204956
	Iteration 34Q: 3 clusters Score -398337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -398341.187500 Penalty: 800.204956
	Iteration 35Q: 3 clusters Score -398341.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -398345.125000 Penalty: 800.204956
	Iteration 36Q: 3 clusters Score -398345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -398347.843750 Penalty: 800.204956
	Iteration 37Q: 3 clusters Score -398347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -398350.750000 Penalty: 800.204956
	Iteration 38Q: 3 clusters Score -398350.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -398352.937500 Penalty: 800.204956
	Iteration 39Q: 3 clusters Score -398352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -398353.031250 Penalty: 800.204956
	Iteration 40F: 3 clusters Score -398353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -398353.843750 Penalty: 800.204956
	Iteration 41Q: 3 clusters Score -398353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -398355.562500 Penalty: 800.204956
	Iteration 42Q: 3 clusters Score -398355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -398356.718750 Penalty: 800.204956
	Iteration 43Q: 3 clusters Score -398356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -398356.750000 Penalty: 800.204956
	Iteration 44Q: 3 clusters Score -398356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -398357.281250 Penalty: 800.204956
	Iteration 45Q: 3 clusters Score -398357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -398357.625000 Penalty: 800.204956
	Iteration 46Q: 3 clusters Score -398357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -398356.781250 Penalty: 800.204956
	Iteration 47Q: 3 clusters Score -398356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -398356.968750 Penalty: 800.204956
	Iteration 48Q: 3 clusters Score -398357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -398356.968750 Penalty: 800.204956
	Iteration 49F: 3 clusters Score -398357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -67738.765625 Penalty: 322.026154
	Iteration 0F: 2 clusters Score -67738.77 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 577 members 
Entering Unmasked Estep 
Score: -66811.460938 Penalty: 644.052307
	Iteration 0F: 3 clusters Score -66811.46 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67123.929688 Penalty: 644.052307
	Iteration 1F: 3 clusters Score -67123.93 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67210.890625 Penalty: 644.052307
	Iteration 2F: 3 clusters Score -67210.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67331.343750 Penalty: 644.052307
	Iteration 3F: 3 clusters Score -67331.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67413.687500 Penalty: 644.052307
	Iteration 4F: 3 clusters Score -67413.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67467.398438 Penalty: 644.052307
	Iteration 5F: 3 clusters Score -67467.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67513.632812 Penalty: 644.052307
	Iteration 6Q: 3 clusters Score -67513.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67551.468750 Penalty: 644.052307
	Iteration 7Q: 3 clusters Score -67551.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67587.328125 Penalty: 644.052307
	Iteration 8Q: 3 clusters Score -67587.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67615.984375 Penalty: 644.052307
	Iteration 9Q: 3 clusters Score -67615.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67636.609375 Penalty: 644.052307
	Iteration 10Q: 3 clusters Score -67636.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67660.242188 Penalty: 644.052307
	Iteration 11Q: 3 clusters Score -67660.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67684.500000 Penalty: 644.052307
	Iteration 12Q: 3 clusters Score -67684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67695.242188 Penalty: 644.052307
	Iteration 13Q: 3 clusters Score -67695.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67700.039062 Penalty: 644.052307
	Iteration 14Q: 3 clusters Score -67700.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67704.515625 Penalty: 644.052307
	Iteration 15Q: 3 clusters Score -67704.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67711.460938 Penalty: 644.052307
	Iteration 16Q: 3 clusters Score -67711.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67714.414062 Penalty: 644.052307
	Iteration 17Q: 3 clusters Score -67714.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67716.164062 Penalty: 644.052307
	Iteration 18Q: 3 clusters Score -67716.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67717.468750 Penalty: 644.052307
	Iteration 19Q: 3 clusters Score -67717.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67718.296875 Penalty: 644.052307
	Iteration 20F: 3 clusters Score -67718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67720.546875 Penalty: 644.052307
	Iteration 21Q: 3 clusters Score -67720.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67724.281250 Penalty: 644.052307
	Iteration 22Q: 3 clusters Score -67724.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67726.054688 Penalty: 644.052307
	Iteration 23Q: 3 clusters Score -67726.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67728.359375 Penalty: 644.052307
	Iteration 24Q: 3 clusters Score -67728.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67729.593750 Penalty: 644.052307
	Iteration 25Q: 3 clusters Score -67729.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67730.453125 Penalty: 644.052307
	Iteration 26Q: 3 clusters Score -67730.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67730.453125 Penalty: 644.052307
	Iteration 27F: 3 clusters Score -67730.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -40704.453125 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -40704.45 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 587 members 
Entering Unmasked Estep 
Score: -39878.406250 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -39878.41 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -41079.316406 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -41079.32 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42229.859375 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -42229.86 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43057.531250 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -43057.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -43537.250000 Penalty: 641.561157
	Iteration 4F: 3 clusters Score -43537.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -43939.050781 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -43939.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -44306.738281 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -44306.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -44412.644531 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -44412.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -44463.878906 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -44463.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -44508.851562 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -44508.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -44531.437500 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -44531.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -44546.062500 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -44546.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -44549.597656 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -44549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -44551.875000 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -44551.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -44553.503906 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -44553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -44553.992188 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -44553.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -44553.992188 Penalty: 641.561157
	Iteration 16F: 3 clusters Score -44553.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 3392 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 416 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 55117 members 
Mstep: Class 32 contains 2505 members 
Mstep: Class 33 contains 1114 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
Score: -58161800.000000 Penalty: 22027.519531
Splitting cluster 27 changes total score from -58135384.000000 to -58161800.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 128273 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 130579 members 
Mstep: Class 17 contains 107471 members 
Mstep: Class 18 contains 120309 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 3392 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58163840.000000 Penalty: 22027.519531
Iteration 79Q: 36 clusters Score -5.816384e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 42026 members 
Mstep: Class 3 contains 127877 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 72788 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 111775 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 26642 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 7000 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 130943 members 
Mstep: Class 17 contains 107979 members 
Mstep: Class 18 contains 120448 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 4148 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 6617 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 3017 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 1518 members 
Mstep: Class 31 contains 53985 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 1411 members 
Mstep: Class 35 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58166488.000000 Penalty: 22027.519531
Iteration 80F: 36 clusters Score -5.816649e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 42069 members 
Mstep: Class 3 contains 127116 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 72776 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 111744 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 27309 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 6983 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 130876 members 
Mstep: Class 17 contains 108450 members 
Mstep: Class 18 contains 120580 members 
Mstep: Class 19 contains 3719 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 3373 members 
Mstep: Class 25 contains 6638 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 2859 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 1492 members 
Mstep: Class 31 contains 53560 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58169924.000000 Penalty: 22027.519531
Iteration 81Q: 36 clusters Score -5.816992e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 162623 members 
Mstep: Class 2 contains 42104 members 
Mstep: Class 3 contains 126380 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 72766 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 111782 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 9014 members 
Mstep: Class 11 contains 27980 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 130801 members 
Mstep: Class 17 contains 108900 members 
Mstep: Class 18 contains 120747 members 
Mstep: Class 19 contains 3742 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 337 members 
Mstep: Class 22 contains 1248 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6657 members 
Mstep: Class 26 contains 1211 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 2791 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 53040 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 985 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171560.000000 Penalty: 22027.519531
Iteration 82Q: 36 clusters Score -5.817156e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 162391 members 
Mstep: Class 2 contains 42136 members 
Mstep: Class 3 contains 125656 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 72754 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 111845 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 9019 members 
Mstep: Class 11 contains 28627 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 6963 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 130703 members 
Mstep: Class 17 contains 109394 members 
Mstep: Class 18 contains 120931 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 4482 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 52479 members 
Mstep: Class 32 contains 2562 members 
Mstep: Class 33 contains 974 members 
Mstep: Class 34 contains 1430 members 
Mstep: Class 35 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171504.000000 Penalty: 22027.519531
Iteration 83Q: 36 clusters Score -5.81715e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 162179 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 124961 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 72749 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 111925 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 9019 members 
Mstep: Class 11 contains 29250 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 6959 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 130604 members 
Mstep: Class 17 contains 109912 members 
Mstep: Class 18 contains 121111 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 1343 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 3357 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 51845 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171528.000000 Penalty: 22027.519531
Iteration 84Q: 36 clusters Score -5.817153e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 42212 members 
Mstep: Class 3 contains 124388 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 72744 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 111982 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 29838 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 130447 members 
Mstep: Class 17 contains 110425 members 
Mstep: Class 18 contains 121331 members 
Mstep: Class 19 contains 3813 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 51206 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 967 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58170796.000000 Penalty: 22027.519531
Iteration 85Q: 36 clusters Score -5.81708e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 123830 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 72739 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 112064 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 30411 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 1756 members 
Mstep: Class 16 contains 130253 members 
Mstep: Class 17 contains 110927 members 
Mstep: Class 18 contains 121558 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 20 contains 4941 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 50555 members 
Mstep: Class 32 contains 2614 members 
Mstep: Class 33 contains 974 members 
Mstep: Class 34 contains 1431 members 
Mstep: Class 35 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171604.000000 Penalty: 22027.519531
Iteration 86Q: 36 clusters Score -5.81716e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 123325 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 72738 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112138 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 30955 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 14 contains 6959 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 130042 members 
Mstep: Class 17 contains 111392 members 
Mstep: Class 18 contains 121749 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 5120 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1441 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 520 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 49929 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 962 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172052.000000 Penalty: 22027.519531
Iteration 87Q: 36 clusters Score -5.817205e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 122810 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 72736 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112226 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 9049 members 
Mstep: Class 11 contains 31460 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 129856 members 
Mstep: Class 17 contains 111868 members 
Mstep: Class 18 contains 121896 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 5319 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 6770 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 519 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 49289 members 
Mstep: Class 32 contains 2633 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172032.000000 Penalty: 22027.519531
Iteration 88Q: 36 clusters Score -5.817203e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 42339 members 
Mstep: Class 3 contains 122263 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 72736 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112314 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 31979 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 6952 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 129701 members 
Mstep: Class 17 contains 112343 members 
Mstep: Class 18 contains 122041 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 520 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 48631 members 
Mstep: Class 32 contains 2648 members 
Mstep: Class 33 contains 963 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172232.000000 Penalty: 22027.519531
Iteration 89Q: 36 clusters Score -5.817223e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 42350 members 
Mstep: Class 3 contains 121719 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 72731 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112404 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 9085 members 
Mstep: Class 11 contains 32448 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 6950 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 129585 members 
Mstep: Class 17 contains 112819 members 
Mstep: Class 18 contains 122148 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1474 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 6832 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 2569 members 
Mstep: Class 29 contains 520 members 
Mstep: Class 30 contains 1484 members 
Mstep: Class 31 contains 47965 members 
Mstep: Class 32 contains 2659 members 
Mstep: Class 33 contains 964 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172368.000000 Penalty: 22027.519531
Iteration 90Q: 36 clusters Score -5.817237e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 42363 members 
Mstep: Class 3 contains 121191 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 72733 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112473 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 1010 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 16 contains 129516 members 
Mstep: Class 17 contains 113273 members 
Mstep: Class 18 contains 122256 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 20 contains 5891 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 1311 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 2562 members 
Mstep: Class 29 contains 517 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 47297 members 
Mstep: Class 32 contains 2665 members 
Mstep: Class 33 contains 962 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172352.000000 Penalty: 22027.519531
Iteration 91Q: 36 clusters Score -5.817235e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160841 members 
Mstep: Class 2 contains 42373 members 
Mstep: Class 3 contains 120658 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 72732 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112545 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 33375 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 1011 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 129495 members 
Mstep: Class 17 contains 113700 members 
Mstep: Class 18 contains 122351 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 1491 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 1323 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 2553 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 46635 members 
Mstep: Class 32 contains 2665 members 
Mstep: Class 33 contains 960 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172572.000000 Penalty: 22027.519531
Iteration 92Q: 36 clusters Score -5.817257e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 42403 members 
Mstep: Class 3 contains 120131 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 72732 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112680 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 33818 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 6945 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 16 contains 129439 members 
Mstep: Class 17 contains 114137 members 
Mstep: Class 18 contains 122465 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 2543 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 1488 members 
Mstep: Class 31 contains 45947 members 
Mstep: Class 32 contains 2670 members 
Mstep: Class 33 contains 960 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172424.000000 Penalty: 22027.519531
Iteration 93Q: 36 clusters Score -5.817242e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160571 members 
Mstep: Class 2 contains 42416 members 
Mstep: Class 3 contains 119652 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 72729 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112805 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 34265 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 6946 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 129366 members 
Mstep: Class 17 contains 114599 members 
Mstep: Class 18 contains 122583 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 20 contains 6362 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1505 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 6986 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 1489 members 
Mstep: Class 31 contains 45276 members 
Mstep: Class 32 contains 2676 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172352.000000 Penalty: 22027.519531
Iteration 94Q: 36 clusters Score -5.817235e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160441 members 
Mstep: Class 2 contains 42439 members 
Mstep: Class 3 contains 119210 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 72726 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112865 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 34732 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 129302 members 
Mstep: Class 17 contains 115037 members 
Mstep: Class 18 contains 122709 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1505 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 7013 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 2536 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 1489 members 
Mstep: Class 31 contains 44627 members 
Mstep: Class 32 contains 2684 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172268.000000 Penalty: 22027.519531
Iteration 95Q: 36 clusters Score -5.817227e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160309 members 
Mstep: Class 2 contains 42467 members 
Mstep: Class 3 contains 118782 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 72726 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112852 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 35207 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 6945 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 129234 members 
Mstep: Class 17 contains 115489 members 
Mstep: Class 18 contains 122831 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1508 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 2529 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 1492 members 
Mstep: Class 31 contains 43960 members 
Mstep: Class 32 contains 2694 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172124.000000 Penalty: 22027.519531
Iteration 96Q: 36 clusters Score -5.817212e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160189 members 
Mstep: Class 2 contains 42491 members 
Mstep: Class 3 contains 118360 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 72723 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112773 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 35708 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 129152 members 
Mstep: Class 17 contains 115955 members 
Mstep: Class 18 contains 122933 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 7166 members 
Mstep: Class 26 contains 1341 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 43283 members 
Mstep: Class 32 contains 2692 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58171916.000000 Penalty: 22027.519531
Iteration 97Q: 36 clusters Score -5.817192e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160080 members 
Mstep: Class 2 contains 42514 members 
Mstep: Class 3 contains 118004 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 72720 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112711 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 36198 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 129108 members 
Mstep: Class 17 contains 116360 members 
Mstep: Class 18 contains 123023 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 1552 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 2473 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 42595 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 961 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172364.000000 Penalty: 22027.519531
Iteration 98Q: 36 clusters Score -5.817236e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 42546 members 
Mstep: Class 3 contains 117637 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 72718 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112678 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 9239 members 
Mstep: Class 11 contains 36697 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 129067 members 
Mstep: Class 17 contains 116758 members 
Mstep: Class 18 contains 123092 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 7022 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 7281 members 
Mstep: Class 26 contains 1350 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2466 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 41908 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172352.000000 Penalty: 22027.519531
Iteration 99Q: 36 clusters Score -5.817235e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 42556 members 
Mstep: Class 3 contains 117273 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 72718 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112638 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 37181 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 129031 members 
Mstep: Class 17 contains 117164 members 
Mstep: Class 18 contains 123172 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 7137 members 
Mstep: Class 21 contains 313 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 7351 members 
Mstep: Class 26 contains 1353 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 41245 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58172348.000000 Penalty: 22027.519531
Iteration 100F: 36 clusters Score -5.817235e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 42564 members 
Mstep: Class 3 contains 116943 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112597 members 
Mstep: Class 9 contains 967 members 
Mstep: Class 10 contains 9263 members 
Mstep: Class 11 contains 37643 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 129021 members 
Mstep: Class 17 contains 117604 members 
Mstep: Class 18 contains 123262 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 1602 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 7414 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 40522 members 
Mstep: Class 32 contains 2691 members 
Mstep: Class 33 contains 963 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173232.000000 Penalty: 22027.519531
Iteration 101Q: 36 clusters Score -5.817323e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 42556 members 
Mstep: Class 3 contains 116644 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 72718 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112536 members 
Mstep: Class 9 contains 946 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 38078 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 129013 members 
Mstep: Class 17 contains 118062 members 
Mstep: Class 18 contains 123362 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 1596 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 1367 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 39816 members 
Mstep: Class 32 contains 2695 members 
Mstep: Class 33 contains 961 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173328.000000 Penalty: 22027.519531
Iteration 102Q: 36 clusters Score -5.817333e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 42568 members 
Mstep: Class 3 contains 116286 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 480 members 
Mstep: Class 8 contains 112510 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 38494 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 129046 members 
Mstep: Class 17 contains 118511 members 
Mstep: Class 18 contains 123448 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 7525 members 
Mstep: Class 26 contains 1366 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 2426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 39131 members 
Mstep: Class 32 contains 2698 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173652.000000 Penalty: 22027.519531
Iteration 103Q: 36 clusters Score -5.817365e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 42576 members 
Mstep: Class 3 contains 115921 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 112521 members 
Mstep: Class 9 contains 909 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 38895 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 129071 members 
Mstep: Class 17 contains 118978 members 
Mstep: Class 18 contains 123552 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 7512 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 7595 members 
Mstep: Class 26 contains 1366 members 
Mstep: Class 27 contains 511 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 38415 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 953 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173632.000000 Penalty: 22027.519531
Iteration 104Q: 36 clusters Score -5.817363e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 42581 members 
Mstep: Class 3 contains 115535 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 112515 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 39316 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 6950 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 129086 members 
Mstep: Class 17 contains 119426 members 
Mstep: Class 18 contains 123673 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 7671 members 
Mstep: Class 26 contains 1366 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 2439 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 1495 members 
Mstep: Class 31 contains 37748 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 952 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173680.000000 Penalty: 22027.519531
Iteration 105Q: 36 clusters Score -5.817368e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159320 members 
Mstep: Class 2 contains 42586 members 
Mstep: Class 3 contains 115133 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 112528 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 39750 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 129103 members 
Mstep: Class 17 contains 119887 members 
Mstep: Class 18 contains 123778 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 7659 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 7740 members 
Mstep: Class 26 contains 1369 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 2443 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 37080 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 950 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173568.000000 Penalty: 22027.519531
Iteration 106Q: 36 clusters Score -5.817357e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159214 members 
Mstep: Class 2 contains 42607 members 
Mstep: Class 3 contains 114747 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 112546 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 40163 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2075 members 
Mstep: Class 16 contains 129112 members 
Mstep: Class 17 contains 120356 members 
Mstep: Class 18 contains 123885 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 7807 members 
Mstep: Class 26 contains 1365 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 2442 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 1498 members 
Mstep: Class 31 contains 36422 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173604.000000 Penalty: 22027.519531
Iteration 107Q: 36 clusters Score -5.81736e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 42626 members 
Mstep: Class 3 contains 114390 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 72714 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 112565 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 9284 members 
Mstep: Class 11 contains 40591 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 6952 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 129131 members 
Mstep: Class 17 contains 120802 members 
Mstep: Class 18 contains 123947 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 7775 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 1359 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 2442 members 
Mstep: Class 29 contains 506 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 35753 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 953 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173444.000000 Penalty: 22027.519531
Iteration 108Q: 36 clusters Score -5.817344e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 42656 members 
Mstep: Class 3 contains 114053 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 72714 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 112561 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 11 contains 41023 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 129135 members 
Mstep: Class 17 contains 121216 members 
Mstep: Class 18 contains 123996 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 7836 members 
Mstep: Class 21 contains 317 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 7915 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 504 members 
Mstep: Class 30 contains 1503 members 
Mstep: Class 31 contains 35103 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 955 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173616.000000 Penalty: 22027.519531
Iteration 109Q: 36 clusters Score -5.817362e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159060 members 
Mstep: Class 2 contains 42679 members 
Mstep: Class 3 contains 113719 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 72714 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 112591 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 41415 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 129141 members 
Mstep: Class 17 contains 121660 members 
Mstep: Class 18 contains 124048 members 
Mstep: Class 19 contains 3941 members 
Mstep: Class 20 contains 7880 members 
Mstep: Class 21 contains 318 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 1348 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 503 members 
Mstep: Class 30 contains 1508 members 
Mstep: Class 31 contains 34432 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173800.000000 Penalty: 22027.519531
Iteration 110Q: 36 clusters Score -5.81738e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 42705 members 
Mstep: Class 3 contains 113424 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 112604 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 11 contains 41791 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 6950 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 129134 members 
Mstep: Class 17 contains 122141 members 
Mstep: Class 18 contains 124093 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 7920 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 8054 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 503 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 33734 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58173904.000000 Penalty: 22027.519531
Iteration 111Q: 36 clusters Score -5.81739e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 42719 members 
Mstep: Class 3 contains 113169 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112621 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 129124 members 
Mstep: Class 17 contains 122597 members 
Mstep: Class 18 contains 124113 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 318 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 1336 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 502 members 
Mstep: Class 30 contains 1511 members 
Mstep: Class 31 contains 33041 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174116.000000 Penalty: 22027.519531
Iteration 112Q: 36 clusters Score -5.817412e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 42720 members 
Mstep: Class 3 contains 112904 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112658 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 9267 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 129112 members 
Mstep: Class 17 contains 123039 members 
Mstep: Class 18 contains 124123 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 8002 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8204 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 530 members 
Mstep: Class 28 contains 2440 members 
Mstep: Class 29 contains 501 members 
Mstep: Class 30 contains 1512 members 
Mstep: Class 31 contains 32356 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174328.000000 Penalty: 22027.519531
Iteration 113Q: 36 clusters Score -5.817433e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159002 members 
Mstep: Class 2 contains 42722 members 
Mstep: Class 3 contains 112640 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 72715 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112647 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 42948 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 6952 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 129100 members 
Mstep: Class 17 contains 123455 members 
Mstep: Class 18 contains 124130 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 1571 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 8270 members 
Mstep: Class 26 contains 1309 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 2437 members 
Mstep: Class 29 contains 499 members 
Mstep: Class 30 contains 1512 members 
Mstep: Class 31 contains 31715 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 955 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174288.000000 Penalty: 22027.519531
Iteration 114Q: 36 clusters Score -5.817429e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 112383 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 112633 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 43342 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 129074 members 
Mstep: Class 17 contains 123833 members 
Mstep: Class 18 contains 124134 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8339 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 495 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 31136 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 958 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174716.000000 Penalty: 22027.519531
Iteration 115Q: 36 clusters Score -5.817472e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 42723 members 
Mstep: Class 3 contains 112160 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 112634 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 43732 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 129030 members 
Mstep: Class 17 contains 124119 members 
Mstep: Class 18 contains 124131 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 8143 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 2401 members 
Mstep: Class 29 contains 491 members 
Mstep: Class 30 contains 1516 members 
Mstep: Class 31 contains 30609 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58174880.000000 Penalty: 22027.519531
Iteration 116Q: 36 clusters Score -5.817488e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 111959 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 72716 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 112629 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 9236 members 
Mstep: Class 11 contains 44097 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124421 members 
Mstep: Class 18 contains 124141 members 
Mstep: Class 19 contains 3923 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 8523 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 485 members 
Mstep: Class 30 contains 1514 members 
Mstep: Class 31 contains 30049 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175004.000000 Penalty: 22027.519531
Iteration 117Q: 36 clusters Score -5.8175e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 42695 members 
Mstep: Class 3 contains 111779 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112600 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 44477 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 129008 members 
Mstep: Class 17 contains 124654 members 
Mstep: Class 18 contains 124157 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 8238 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 484 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 29561 members 
Mstep: Class 32 contains 2707 members 
Mstep: Class 33 contains 955 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58175220.000000 Penalty: 22027.519531
Iteration 118Q: 36 clusters Score -5.817522e+07 nChanged 1680
Entering ConstructFrom: 
Score: -58175220.000000 Penalty: 22027.519531
Entering ConstructFrom: 
Trying to split cluster 1 (159010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Entering Unmasked Estep 
Score: -9502627.000000 Penalty: 544.940857
	Iteration 0F: 2 clusters Score -9502627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -9397991.000000 Penalty: 1089.881714
	Iteration 0F: 3 clusters Score -9397991 nChanged 77895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -9452001.000000 Penalty: 1089.881714
	Iteration 1F: 3 clusters Score -9452001 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -9459893.000000 Penalty: 1089.881714
	Iteration 2F: 3 clusters Score -9459893 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -9470591.000000 Penalty: 1089.881714
	Iteration 3F: 3 clusters Score -9470591 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -9479852.000000 Penalty: 1089.881714
	Iteration 4F: 3 clusters Score -9479852 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -9484654.000000 Penalty: 1089.881714
	Iteration 5F: 3 clusters Score -9484654 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -9487341.000000 Penalty: 1089.881714
	Iteration 6Q: 3 clusters Score -9487341 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
Score: -9489538.000000 Penalty: 1089.881714
	Iteration 7Q: 3 clusters Score -9489538 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -9491867.000000 Penalty: 1089.881714
	Iteration 8Q: 3 clusters Score -9491867 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -9494318.000000 Penalty: 1089.881714
	Iteration 9Q: 3 clusters Score -9494318 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -9496357.000000 Penalty: 1089.881714
	Iteration 10Q: 3 clusters Score -9496357 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 106109 members 
Entering Unmasked Estep 
Score: -9497831.000000 Penalty: 1089.881714
	Iteration 11Q: 3 clusters Score -9497831 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -9498565.000000 Penalty: 1089.881714
	Iteration 12Q: 3 clusters Score -9498565 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -9499119.000000 Penalty: 1089.881714
	Iteration 13Q: 3 clusters Score -9499119 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -9499432.000000 Penalty: 1089.881714
	Iteration 14Q: 3 clusters Score -9499432 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 111235 members 
Entering Unmasked Estep 
Score: -9499637.000000 Penalty: 1089.881714
	Iteration 15Q: 3 clusters Score -9499637 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -9499817.000000 Penalty: 1089.881714
	Iteration 16Q: 3 clusters Score -9499817 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -9499902.000000 Penalty: 1089.881714
	Iteration 17Q: 3 clusters Score -9499902 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -9499984.000000 Penalty: 1089.881714
	Iteration 18Q: 3 clusters Score -9499984 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -9500003.000000 Penalty: 1089.881714
	Iteration 19Q: 3 clusters Score -9500003 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -9500052.000000 Penalty: 1089.881714
	Iteration 20F: 3 clusters Score -9500052 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -9500102.000000 Penalty: 1089.881714
	Iteration 21Q: 3 clusters Score -9500102 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -9500147.000000 Penalty: 1089.881714
	Iteration 22Q: 3 clusters Score -9500147 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 116224 members 
Entering Unmasked Estep 
Score: -9500169.000000 Penalty: 1089.881714
	Iteration 23Q: 3 clusters Score -9500169 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -9500176.000000 Penalty: 1089.881714
	Iteration 24Q: 3 clusters Score -9500176 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -9500233.000000 Penalty: 1089.881714
	Iteration 25Q: 3 clusters Score -9500233 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -9500257.000000 Penalty: 1089.881714
	Iteration 26Q: 3 clusters Score -9500257 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -9500288.000000 Penalty: 1089.881714
	Iteration 27Q: 3 clusters Score -9500288 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -9500319.000000 Penalty: 1089.881714
	Iteration 28Q: 3 clusters Score -9500319 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -9500291.000000 Penalty: 1089.881714
	Iteration 29Q: 3 clusters Score -9500291 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -9500299.000000 Penalty: 1089.881714
	Iteration 30Q: 3 clusters Score -9500299 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -9500334.000000 Penalty: 1089.881714
	Iteration 31Q: 3 clusters Score -9500334 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -9500340.000000 Penalty: 1089.881714
	Iteration 32Q: 3 clusters Score -9500340 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -9500366.000000 Penalty: 1089.881714
	Iteration 33Q: 3 clusters Score -9500366 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -9500393.000000 Penalty: 1089.881714
	Iteration 34Q: 3 clusters Score -9500393 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 121336 members 
Entering Unmasked Estep 
Score: -9500402.000000 Penalty: 1089.881714
	Iteration 35Q: 3 clusters Score -9500402 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 121719 members 
Entering Unmasked Estep 
Score: -9500422.000000 Penalty: 1089.881714
	Iteration 36Q: 3 clusters Score -9500422 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -9500410.000000 Penalty: 1089.881714
	Iteration 37Q: 3 clusters Score -9500410 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -9500426.000000 Penalty: 1089.881714
	Iteration 38Q: 3 clusters Score -9500426 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -9500460.000000 Penalty: 1089.881714
	Iteration 39Q: 3 clusters Score -9500460 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -9500475.000000 Penalty: 1089.881714
	Iteration 40F: 3 clusters Score -9500475 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -9500490.000000 Penalty: 1089.881714
	Iteration 41Q: 3 clusters Score -9500490 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 123811 members 
Entering Unmasked Estep 
Score: -9500483.000000 Penalty: 1089.881714
	Iteration 42Q: 3 clusters Score -9500483 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -9500471.000000 Penalty: 1089.881714
	Iteration 43Q: 3 clusters Score -9500471 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -9500497.000000 Penalty: 1089.881714
	Iteration 44Q: 3 clusters Score -9500497 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -9500506.000000 Penalty: 1089.881714
	Iteration 45Q: 3 clusters Score -9500506 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -9500503.000000 Penalty: 1089.881714
	Iteration 46Q: 3 clusters Score -9500503 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -9500501.000000 Penalty: 1089.881714
	Iteration 47Q: 3 clusters Score -9500501 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -9500514.000000 Penalty: 1089.881714
	Iteration 48Q: 3 clusters Score -9500514 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -9500585.000000 Penalty: 1089.881714
	Iteration 49Q: 3 clusters Score -9500585 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -9500587.000000 Penalty: 1089.881714
	Iteration 50Q: 3 clusters Score -9500587 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 126595 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9500624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9500653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 127215 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9500669 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 127558 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9500701 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -9500722.000000 Penalty: 1089.881714
	Iteration 55Q: 3 clusters Score -9500722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -9500738.000000 Penalty: 1089.881714
	Iteration 56Q: 3 clusters Score -9500738 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 128486 members 
Entering Unmasked Estep 
Score: -9500767.000000 Penalty: 1089.881714
	Iteration 57Q: 3 clusters Score -9500767 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9500805 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 129118 members 
Entering Unmasked Estep 
Score: -9500852.000000 Penalty: 1089.881714
	Iteration 59Q: 3 clusters Score -9500852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 129461 members 
Entering Unmasked Estep 
Score: -9500903.000000 Penalty: 1089.881714
	Iteration 60F: 3 clusters Score -9500903 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9500954 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9500974 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -9500994.000000 Penalty: 1089.881714
	Iteration 63Q: 3 clusters Score -9500994 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -9501019.000000 Penalty: 1089.881714
	Iteration 64Q: 3 clusters Score -9501019 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9501029 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -9501099.000000 Penalty: 1089.881714
	Iteration 66Q: 3 clusters Score -9501099 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 131923 members 
Entering Unmasked Estep 
Score: -9501124.000000 Penalty: 1089.881714
	Iteration 67Q: 3 clusters Score -9501124 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -9501194.000000 Penalty: 1089.881714
	Iteration 68Q: 3 clusters Score -9501194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -9501202.000000 Penalty: 1089.881714
	Iteration 69Q: 3 clusters Score -9501202 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -9501191.000000 Penalty: 1089.881714
	Iteration 70Q: 3 clusters Score -9501191 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -9501252.000000 Penalty: 1089.881714
	Iteration 71Q: 3 clusters Score -9501252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 133382 members 
Entering Unmasked Estep 
Score: -9501295.000000 Penalty: 1089.881714
	Iteration 72Q: 3 clusters Score -9501295 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 133654 members 
Entering Unmasked Estep 
Score: -9501270.000000 Penalty: 1089.881714
	Iteration 73Q: 3 clusters Score -9501270 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 133925 members 
Entering Unmasked Estep 
Score: -9501313.000000 Penalty: 1089.881714
	Iteration 74Q: 3 clusters Score -9501313 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -9501378.000000 Penalty: 1089.881714
	Iteration 75Q: 3 clusters Score -9501378 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 134462 members 
Entering Unmasked Estep 
Score: -9501404.000000 Penalty: 1089.881714
	Iteration 76Q: 3 clusters Score -9501404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -9501438.000000 Penalty: 1089.881714
	Iteration 77Q: 3 clusters Score -9501438 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -9501480.000000 Penalty: 1089.881714
	Iteration 78Q: 3 clusters Score -9501480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -9501502.000000 Penalty: 1089.881714
	Iteration 79Q: 3 clusters Score -9501502 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -9501542.000000 Penalty: 1089.881714
	Iteration 80F: 3 clusters Score -9501542 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -9501568.000000 Penalty: 1089.881714
	Iteration 81Q: 3 clusters Score -9501568 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -9501582.000000 Penalty: 1089.881714
	Iteration 82Q: 3 clusters Score -9501582 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -9501646.000000 Penalty: 1089.881714
	Iteration 83Q: 3 clusters Score -9501646 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 136679 members 
Entering Unmasked Estep 
Score: -9501631.000000 Penalty: 1089.881714
	Iteration 84Q: 3 clusters Score -9501631 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -9501667.000000 Penalty: 1089.881714
	Iteration 85Q: 3 clusters Score -9501667 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -9501719.000000 Penalty: 1089.881714
	Iteration 86Q: 3 clusters Score -9501719 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 137667 members 
Entering Unmasked Estep 
Score: -9501757.000000 Penalty: 1089.881714
	Iteration 87Q: 3 clusters Score -9501757 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -9501789.000000 Penalty: 1089.881714
	Iteration 88Q: 3 clusters Score -9501789 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -9501817.000000 Penalty: 1089.881714
	Iteration 89Q: 3 clusters Score -9501817 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -9501882.000000 Penalty: 1089.881714
	Iteration 90Q: 3 clusters Score -9501882 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 138912 members 
Entering Unmasked Estep 
Score: -9501899.000000 Penalty: 1089.881714
	Iteration 91Q: 3 clusters Score -9501899 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -9501888.000000 Penalty: 1089.881714
	Iteration 92Q: 3 clusters Score -9501888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 139518 members 
Entering Unmasked Estep 
Score: -9501916.000000 Penalty: 1089.881714
	Iteration 93Q: 3 clusters Score -9501916 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -9501945.000000 Penalty: 1089.881714
	Iteration 94Q: 3 clusters Score -9501945 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -9501987.000000 Penalty: 1089.881714
	Iteration 95Q: 3 clusters Score -9501987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -9502021.000000 Penalty: 1089.881714
	Iteration 96Q: 3 clusters Score -9502021 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 140811 members 
Entering Unmasked Estep 
Score: -9502024.000000 Penalty: 1089.881714
	Iteration 97Q: 3 clusters Score -9502024 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -9502114.000000 Penalty: 1089.881714
	Iteration 98Q: 3 clusters Score -9502114 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -9502155.000000 Penalty: 1089.881714
	Iteration 99Q: 3 clusters Score -9502155 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -9502198.000000 Penalty: 1089.881714
	Iteration 100F: 3 clusters Score -9502198 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -9502259.000000 Penalty: 1089.881714
	Iteration 101Q: 3 clusters Score -9502259 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -9502223.000000 Penalty: 1089.881714
	Iteration 102Q: 3 clusters Score -9502223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -9502252.000000 Penalty: 1089.881714
	Iteration 103Q: 3 clusters Score -9502252 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -9502300.000000 Penalty: 1089.881714
	Iteration 104Q: 3 clusters Score -9502300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -9502282.000000 Penalty: 1089.881714
	Iteration 105Q: 3 clusters Score -9502282 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 143600 members 
Entering Unmasked Estep 
Score: -9502305.000000 Penalty: 1089.881714
	Iteration 106Q: 3 clusters Score -9502305 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -9502344.000000 Penalty: 1089.881714
	Iteration 107Q: 3 clusters Score -9502344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -9502337.000000 Penalty: 1089.881714
	Iteration 108Q: 3 clusters Score -9502337 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 144485 members 
Entering Unmasked Estep 
Score: -9502372.000000 Penalty: 1089.881714
	Iteration 109Q: 3 clusters Score -9502372 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -9502368.000000 Penalty: 1089.881714
	Iteration 110Q: 3 clusters Score -9502368 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -9502392.000000 Penalty: 1089.881714
	Iteration 111Q: 3 clusters Score -9502392 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -9502384.000000 Penalty: 1089.881714
	Iteration 112Q: 3 clusters Score -9502384 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -9502401.000000 Penalty: 1089.881714
	Iteration 113Q: 3 clusters Score -9502401 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -9502433.000000 Penalty: 1089.881714
	Iteration 114Q: 3 clusters Score -9502433 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -9502443.000000 Penalty: 1089.881714
	Iteration 115Q: 3 clusters Score -9502443 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 146657 members 
Entering Unmasked Estep 
Score: -9502474.000000 Penalty: 1089.881714
	Iteration 116Q: 3 clusters Score -9502474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 146927 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9502484 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -9502498.000000 Penalty: 1089.881714
	Iteration 118Q: 3 clusters Score -9502498 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -9502496.000000 Penalty: 1089.881714
	Iteration 119Q: 3 clusters Score -9502496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 147717 members 
Entering Unmasked Estep 
Score: -9502472.000000 Penalty: 1089.881714
	Iteration 120F: 3 clusters Score -9502472 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -9502442.000000 Penalty: 1089.881714
	Iteration 121Q: 3 clusters Score -9502442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -9502466.000000 Penalty: 1089.881714
	Iteration 122Q: 3 clusters Score -9502466 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -9502494.000000 Penalty: 1089.881714
	Iteration 123Q: 3 clusters Score -9502494 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -9502486.000000 Penalty: 1089.881714
	Iteration 124Q: 3 clusters Score -9502486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -9502458.000000 Penalty: 1089.881714
	Iteration 125Q: 3 clusters Score -9502458 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -9502487.000000 Penalty: 1089.881714
	Iteration 126Q: 3 clusters Score -9502487 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -9502502.000000 Penalty: 1089.881714
	Iteration 127Q: 3 clusters Score -9502502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 149920 members 
Entering Unmasked Estep 
Score: -9502513.000000 Penalty: 1089.881714
	Iteration 128Q: 3 clusters Score -9502513 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -9502559.000000 Penalty: 1089.881714
	Iteration 129Q: 3 clusters Score -9502559 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 150414 members 
Entering Unmasked Estep 
Score: -9502566.000000 Penalty: 1089.881714
	Iteration 130Q: 3 clusters Score -9502566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -9502534.000000 Penalty: 1089.881714
	Iteration 131Q: 3 clusters Score -9502534 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 150931 members 
Entering Unmasked Estep 
Score: -9502544.000000 Penalty: 1089.881714
	Iteration 132Q: 3 clusters Score -9502544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -9502528.000000 Penalty: 1089.881714
	Iteration 133Q: 3 clusters Score -9502528 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -9502559.000000 Penalty: 1089.881714
	Iteration 134Q: 3 clusters Score -9502559 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -9502554.000000 Penalty: 1089.881714
	Iteration 135Q: 3 clusters Score -9502554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -9502562.000000 Penalty: 1089.881714
	Iteration 136Q: 3 clusters Score -9502562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -9502599.000000 Penalty: 1089.881714
	Iteration 137Q: 3 clusters Score -9502599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -9502585.000000 Penalty: 1089.881714
	Iteration 138Q: 3 clusters Score -9502585 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -9502566.000000 Penalty: 1089.881714
	Iteration 139Q: 3 clusters Score -9502566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 152526 members 
Entering Unmasked Estep 
Score: -9502557.000000 Penalty: 1089.881714
	Iteration 140F: 3 clusters Score -9502557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -9502547.000000 Penalty: 1089.881714
	Iteration 141Q: 3 clusters Score -9502547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -9502559.000000 Penalty: 1089.881714
	Iteration 142Q: 3 clusters Score -9502559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 152853 members 
Entering Unmasked Estep 
Score: -9502549.000000 Penalty: 1089.881714
	Iteration 143Q: 3 clusters Score -9502549 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9502523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9502520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -9502507.000000 Penalty: 1089.881714
	Iteration 146Q: 3 clusters Score -9502507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -9502500.000000 Penalty: 1089.881714
	Iteration 147Q: 3 clusters Score -9502500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -9502499.000000 Penalty: 1089.881714
	Iteration 148Q: 3 clusters Score -9502499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -9502497.000000 Penalty: 1089.881714
	Iteration 149Q: 3 clusters Score -9502497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -9502494.000000 Penalty: 1089.881714
	Iteration 150Q: 3 clusters Score -9502494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -9502486.000000 Penalty: 1089.881714
	Iteration 151Q: 3 clusters Score -9502486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -9502508.000000 Penalty: 1089.881714
	Iteration 152Q: 3 clusters Score -9502508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -9502493.000000 Penalty: 1089.881714
	Iteration 153Q: 3 clusters Score -9502493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -9502493.000000 Penalty: 1089.881714
	Iteration 154Q: 3 clusters Score -9502493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -9502472.000000 Penalty: 1089.881714
	Iteration 155Q: 3 clusters Score -9502472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9502472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -9502474.000000 Penalty: 1089.881714
	Iteration 157Q: 3 clusters Score -9502474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -9502448.000000 Penalty: 1089.881714
	Iteration 158Q: 3 clusters Score -9502448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -9502446.000000 Penalty: 1089.881714
	Iteration 159Q: 3 clusters Score -9502446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -9502436.000000 Penalty: 1089.881714
	Iteration 160F: 3 clusters Score -9502436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9502448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -9502439.000000 Penalty: 1089.881714
	Iteration 162Q: 3 clusters Score -9502439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -9502435.000000 Penalty: 1089.881714
	Iteration 163Q: 3 clusters Score -9502435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -9502406.000000 Penalty: 1089.881714
	Iteration 164Q: 3 clusters Score -9502406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -9502410.000000 Penalty: 1089.881714
	Iteration 165Q: 3 clusters Score -9502410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9502399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 154984 members 
Entering Unmasked Estep 
Score: -9502400.000000 Penalty: 1089.881714
	Iteration 167Q: 3 clusters Score -9502400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -9502424.000000 Penalty: 1089.881714
	Iteration 168Q: 3 clusters Score -9502424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -9502447.000000 Penalty: 1089.881714
	Iteration 169Q: 3 clusters Score -9502447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -9502452.000000 Penalty: 1089.881714
	Iteration 170Q: 3 clusters Score -9502452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -9502440.000000 Penalty: 1089.881714
	Iteration 171Q: 3 clusters Score -9502440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -9502441.000000 Penalty: 1089.881714
	Iteration 172Q: 3 clusters Score -9502441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 155585 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9502447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -9502475.000000 Penalty: 1089.881714
	Iteration 174Q: 3 clusters Score -9502475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -9502449.000000 Penalty: 1089.881714
	Iteration 175Q: 3 clusters Score -9502449 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -9502428.000000 Penalty: 1089.881714
	Iteration 176Q: 3 clusters Score -9502428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -9502458.000000 Penalty: 1089.881714
	Iteration 177Q: 3 clusters Score -9502458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 156079 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9502475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -9502466.000000 Penalty: 1089.881714
	Iteration 179Q: 3 clusters Score -9502466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 156309 members 
Entering Unmasked Estep 
Score: -9502451.000000 Penalty: 1089.881714
	Iteration 180F: 3 clusters Score -9502451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -9502439.000000 Penalty: 1089.881714
	Iteration 181Q: 3 clusters Score -9502439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 156523 members 
Entering Unmasked Estep 
Score: -9502432.000000 Penalty: 1089.881714
	Iteration 182Q: 3 clusters Score -9502432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -9502429.000000 Penalty: 1089.881714
	Iteration 183Q: 3 clusters Score -9502429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -9502461.000000 Penalty: 1089.881714
	Iteration 184Q: 3 clusters Score -9502461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9502461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -9502465.000000 Penalty: 1089.881714
	Iteration 186Q: 3 clusters Score -9502465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 156975 members 
Entering Unmasked Estep 
Score: -9502469.000000 Penalty: 1089.881714
	Iteration 187Q: 3 clusters Score -9502469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -9502459.000000 Penalty: 1089.881714
	Iteration 188Q: 3 clusters Score -9502459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9502451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -9502432.000000 Penalty: 1089.881714
	Iteration 190Q: 3 clusters Score -9502432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -9502442.000000 Penalty: 1089.881714
	Iteration 191Q: 3 clusters Score -9502442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -9502440.000000 Penalty: 1089.881714
	Iteration 192Q: 3 clusters Score -9502440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9502451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -9502435.000000 Penalty: 1089.881714
	Iteration 194Q: 3 clusters Score -9502435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -9502431.000000 Penalty: 1089.881714
	Iteration 195Q: 3 clusters Score -9502431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -9502429.000000 Penalty: 1089.881714
	Iteration 196Q: 3 clusters Score -9502429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -9502424.000000 Penalty: 1089.881714
	Iteration 197Q: 3 clusters Score -9502424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 157622 members 
Entering Unmasked Estep 
Score: -9502427.000000 Penalty: 1089.881714
	Iteration 198Q: 3 clusters Score -9502427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -9502437.000000 Penalty: 1089.881714
	Iteration 199Q: 3 clusters Score -9502437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 157727 members 
Entering Unmasked Estep 
Score: -9502439.000000 Penalty: 1089.881714
	Iteration 200F: 3 clusters Score -9502439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -9502444.000000 Penalty: 1089.881714
	Iteration 201Q: 3 clusters Score -9502444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -9502436.000000 Penalty: 1089.881714
	Iteration 202Q: 3 clusters Score -9502436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -9502442.000000 Penalty: 1089.881714
	Iteration 203Q: 3 clusters Score -9502442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -9502441.000000 Penalty: 1089.881714
	Iteration 204Q: 3 clusters Score -9502441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -9502450.000000 Penalty: 1089.881714
	Iteration 205Q: 3 clusters Score -9502450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -9502449.000000 Penalty: 1089.881714
	Iteration 206Q: 3 clusters Score -9502449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 157884 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9502441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9502441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9502442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 157910 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9502442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -9502445.000000 Penalty: 1089.881714
	Iteration 211Q: 3 clusters Score -9502445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9502445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -9502451.000000 Penalty: 1089.881714
	Iteration 213Q: 3 clusters Score -9502451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -9502448.000000 Penalty: 1089.881714
	Iteration 214Q: 3 clusters Score -9502448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 157967 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9502442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9502441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9502448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -9502446.000000 Penalty: 1089.881714
	Iteration 218Q: 3 clusters Score -9502446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -9502457.000000 Penalty: 1089.881714
	Iteration 219Q: 3 clusters Score -9502457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -9502447.000000 Penalty: 1089.881714
	Iteration 220F: 3 clusters Score -9502447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -9502453.000000 Penalty: 1089.881714
	Iteration 221Q: 3 clusters Score -9502453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9502457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -9502454.000000 Penalty: 1089.881714
	Iteration 223Q: 3 clusters Score -9502454 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 158055 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9502453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -9502452.000000 Penalty: 1089.881714
	Iteration 225Q: 3 clusters Score -9502452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -9502450.000000 Penalty: 1089.881714
	Iteration 226Q: 3 clusters Score -9502450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 158064 members 
Entering Unmasked Estep 
Score: -9502444.000000 Penalty: 1089.881714
	Iteration 227Q: 3 clusters Score -9502444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9502445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9502450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 158070 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9502445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9502450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -9502447.000000 Penalty: 1089.881714
	Iteration 232Q: 3 clusters Score -9502447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -9502444.000000 Penalty: 1089.881714
	Iteration 233Q: 3 clusters Score -9502444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -9502449.000000 Penalty: 1089.881714
	Iteration 234Q: 3 clusters Score -9502449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9502444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -9502443.000000 Penalty: 1089.881714
	Iteration 236Q: 3 clusters Score -9502443 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 929 members 
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Entering Unmasked Estep 
Score: -9502443.000000 Penalty: 1089.881714
	Iteration 237F: 3 clusters Score -9502443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Entering Unmasked Estep 
Score: -2550255.000000 Penalty: 485.094391
	Iteration 0F: 2 clusters Score -2550255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2521693.750000 Penalty: 970.188782
	Iteration 0F: 3 clusters Score -2521694 nChanged 20698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2533905.000000 Penalty: 970.188782
	Iteration 1F: 3 clusters Score -2533905 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2535255.250000 Penalty: 970.188782
	Iteration 2F: 3 clusters Score -2535255 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2537546.250000 Penalty: 970.188782
	Iteration 3F: 3 clusters Score -2537546 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2540968.250000 Penalty: 970.188782
	Iteration 4F: 3 clusters Score -2540968 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2544769.250000 Penalty: 970.188782
	Iteration 5F: 3 clusters Score -2544769 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2547602.250000 Penalty: 970.188782
	Iteration 6F: 3 clusters Score -2547602 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2549235.000000 Penalty: 970.188782
	Iteration 7Q: 3 clusters Score -2549235 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2550108.250000 Penalty: 970.188782
	Iteration 8Q: 3 clusters Score -2550108 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2550492.750000 Penalty: 970.188782
	Iteration 9Q: 3 clusters Score -2550493 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2550684.500000 Penalty: 970.188782
	Iteration 10Q: 3 clusters Score -2550684 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2550773.750000 Penalty: 970.188782
	Iteration 11Q: 3 clusters Score -2550774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2550839.750000 Penalty: 970.188782
	Iteration 12Q: 3 clusters Score -2550840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2550887.750000 Penalty: 970.188782
	Iteration 13Q: 3 clusters Score -2550888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2550923.000000 Penalty: 970.188782
	Iteration 14Q: 3 clusters Score -2550923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2550948.750000 Penalty: 970.188782
	Iteration 15Q: 3 clusters Score -2550949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2550975.500000 Penalty: 970.188782
	Iteration 16Q: 3 clusters Score -2550976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2551007.750000 Penalty: 970.188782
	Iteration 17Q: 3 clusters Score -2551008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2551036.500000 Penalty: 970.188782
	Iteration 18Q: 3 clusters Score -2551036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2551048.500000 Penalty: 970.188782
	Iteration 19Q: 3 clusters Score -2551048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2551073.750000 Penalty: 970.188782
	Iteration 20F: 3 clusters Score -2551074 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2551096.500000 Penalty: 970.188782
	Iteration 21Q: 3 clusters Score -2551096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2551117.250000 Penalty: 970.188782
	Iteration 22Q: 3 clusters Score -2551117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2551138.500000 Penalty: 970.188782
	Iteration 23Q: 3 clusters Score -2551138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2551156.750000 Penalty: 970.188782
	Iteration 24Q: 3 clusters Score -2551157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2551179.000000 Penalty: 970.188782
	Iteration 25Q: 3 clusters Score -2551179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2551196.250000 Penalty: 970.188782
	Iteration 26Q: 3 clusters Score -2551196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2551198.250000 Penalty: 970.188782
	Iteration 27Q: 3 clusters Score -2551198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2551208.750000 Penalty: 970.188782
	Iteration 28Q: 3 clusters Score -2551209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2551212.500000 Penalty: 970.188782
	Iteration 29Q: 3 clusters Score -2551212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2551224.250000 Penalty: 970.188782
	Iteration 30Q: 3 clusters Score -2551224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2551228.500000 Penalty: 970.188782
	Iteration 31Q: 3 clusters Score -2551228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2551230.250000 Penalty: 970.188782
	Iteration 32Q: 3 clusters Score -2551230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2551247.250000 Penalty: 970.188782
	Iteration 33Q: 3 clusters Score -2551247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2551256.000000 Penalty: 970.188782
	Iteration 34Q: 3 clusters Score -2551256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2551260.250000 Penalty: 970.188782
	Iteration 35Q: 3 clusters Score -2551260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2551267.000000 Penalty: 970.188782
	Iteration 36Q: 3 clusters Score -2551267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2551285.000000 Penalty: 970.188782
	Iteration 37Q: 3 clusters Score -2551285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2551294.000000 Penalty: 970.188782
	Iteration 38Q: 3 clusters Score -2551294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2551301.250000 Penalty: 970.188782
	Iteration 39Q: 3 clusters Score -2551301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2551306.000000 Penalty: 970.188782
	Iteration 40F: 3 clusters Score -2551306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2551307.750000 Penalty: 970.188782
	Iteration 41Q: 3 clusters Score -2551308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2551314.500000 Penalty: 970.188782
	Iteration 42Q: 3 clusters Score -2551314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2551317.750000 Penalty: 970.188782
	Iteration 43Q: 3 clusters Score -2551318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2551330.750000 Penalty: 970.188782
	Iteration 44Q: 3 clusters Score -2551331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2551335.250000 Penalty: 970.188782
	Iteration 45Q: 3 clusters Score -2551335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2551343.750000 Penalty: 970.188782
	Iteration 46Q: 3 clusters Score -2551344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2551350.500000 Penalty: 970.188782
	Iteration 47Q: 3 clusters Score -2551350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2551365.000000 Penalty: 970.188782
	Iteration 48Q: 3 clusters Score -2551365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2551368.750000 Penalty: 970.188782
	Iteration 49Q: 3 clusters Score -2551369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2551382.250000 Penalty: 970.188782
	Iteration 50Q: 3 clusters Score -2551382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2551397.000000 Penalty: 970.188782
	Iteration 51Q: 3 clusters Score -2551397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2551401.000000 Penalty: 970.188782
	Iteration 52Q: 3 clusters Score -2551401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2551411.750000 Penalty: 970.188782
	Iteration 53Q: 3 clusters Score -2551412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2551420.500000 Penalty: 970.188782
	Iteration 54Q: 3 clusters Score -2551420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2551428.500000 Penalty: 970.188782
	Iteration 55Q: 3 clusters Score -2551428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2551436.750000 Penalty: 970.188782
	Iteration 56Q: 3 clusters Score -2551437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2551444.250000 Penalty: 970.188782
	Iteration 57Q: 3 clusters Score -2551444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2551447.000000 Penalty: 970.188782
	Iteration 58Q: 3 clusters Score -2551447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2551449.000000 Penalty: 970.188782
	Iteration 59Q: 3 clusters Score -2551449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2551448.500000 Penalty: 970.188782
	Iteration 60F: 3 clusters Score -2551448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2551454.500000 Penalty: 970.188782
	Iteration 61Q: 3 clusters Score -2551454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2551452.500000 Penalty: 970.188782
	Iteration 62Q: 3 clusters Score -2551452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2551460.500000 Penalty: 970.188782
	Iteration 63Q: 3 clusters Score -2551460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2551461.250000 Penalty: 970.188782
	Iteration 64Q: 3 clusters Score -2551461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2551467.750000 Penalty: 970.188782
	Iteration 65Q: 3 clusters Score -2551468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2551460.750000 Penalty: 970.188782
	Iteration 66Q: 3 clusters Score -2551461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2551466.250000 Penalty: 970.188782
	Iteration 67Q: 3 clusters Score -2551466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2551472.000000 Penalty: 970.188782
	Iteration 68Q: 3 clusters Score -2551472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2551475.750000 Penalty: 970.188782
	Iteration 69Q: 3 clusters Score -2551476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2551479.000000 Penalty: 970.188782
	Iteration 70Q: 3 clusters Score -2551479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2551479.000000 Penalty: 970.188782
	Iteration 71Q: 3 clusters Score -2551479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2551486.500000 Penalty: 970.188782
	Iteration 72Q: 3 clusters Score -2551486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2551489.500000 Penalty: 970.188782
	Iteration 73Q: 3 clusters Score -2551490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2551491.250000 Penalty: 970.188782
	Iteration 74Q: 3 clusters Score -2551491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2551488.750000 Penalty: 970.188782
	Iteration 75Q: 3 clusters Score -2551489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2551494.250000 Penalty: 970.188782
	Iteration 76Q: 3 clusters Score -2551494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2551493.000000 Penalty: 970.188782
	Iteration 77Q: 3 clusters Score -2551493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2551493.750000 Penalty: 970.188782
	Iteration 78Q: 3 clusters Score -2551494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2551497.250000 Penalty: 970.188782
	Iteration 79Q: 3 clusters Score -2551497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2551498.750000 Penalty: 970.188782
	Iteration 80F: 3 clusters Score -2551499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2551496.250000 Penalty: 970.188782
	Iteration 81Q: 3 clusters Score -2551496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2551497.000000 Penalty: 970.188782
	Iteration 82Q: 3 clusters Score -2551497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2551499.750000 Penalty: 970.188782
	Iteration 83Q: 3 clusters Score -2551500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2551500.500000 Penalty: 970.188782
	Iteration 84Q: 3 clusters Score -2551500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2551499.250000 Penalty: 970.188782
	Iteration 85Q: 3 clusters Score -2551499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2551498.750000 Penalty: 970.188782
	Iteration 86Q: 3 clusters Score -2551499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2551499.000000 Penalty: 970.188782
	Iteration 87Q: 3 clusters Score -2551499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2551498.500000 Penalty: 970.188782
	Iteration 88Q: 3 clusters Score -2551498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2551502.000000 Penalty: 970.188782
	Iteration 89Q: 3 clusters Score -2551502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2551501.000000 Penalty: 970.188782
	Iteration 90Q: 3 clusters Score -2551501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
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	Iteration 96Q: 3 clusters Score -2551509 nChanged 16
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	Iteration 107Q: 3 clusters Score -2551514 nChanged 33
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	Iteration 180F: 3 clusters Score -2552434 nChanged 7
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	Iteration 181Q: 3 clusters Score -2552436 nChanged 10
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	Iteration 182Q: 3 clusters Score -2552440 nChanged 12
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	Iteration 183Q: 3 clusters Score -2552435 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2552434.750000 Penalty: 970.188782
	Iteration 184Q: 3 clusters Score -2552435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2552436.750000 Penalty: 970.188782
	Iteration 185Q: 3 clusters Score -2552437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2552440.250000 Penalty: 970.188782
	Iteration 186Q: 3 clusters Score -2552440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2552445.000000 Penalty: 970.188782
	Iteration 187Q: 3 clusters Score -2552445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2552448.750000 Penalty: 970.188782
	Iteration 188Q: 3 clusters Score -2552449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2552449.250000 Penalty: 970.188782
	Iteration 189Q: 3 clusters Score -2552449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2552448.750000 Penalty: 970.188782
	Iteration 190Q: 3 clusters Score -2552449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2552452.250000 Penalty: 970.188782
	Iteration 191Q: 3 clusters Score -2552452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2552454.500000 Penalty: 970.188782
	Iteration 192Q: 3 clusters Score -2552454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2552452.500000 Penalty: 970.188782
	Iteration 193Q: 3 clusters Score -2552452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2552451.750000 Penalty: 970.188782
	Iteration 194Q: 3 clusters Score -2552452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2552451.750000 Penalty: 970.188782
	Iteration 195Q: 3 clusters Score -2552452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2552450.000000 Penalty: 970.188782
	Iteration 196Q: 3 clusters Score -2552450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2552450.000000 Penalty: 970.188782
	Iteration 197Q: 3 clusters Score -2552450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2552449.500000 Penalty: 970.188782
	Iteration 198Q: 3 clusters Score -2552450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2552451.250000 Penalty: 970.188782
	Iteration 199Q: 3 clusters Score -2552451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2552455.500000 Penalty: 970.188782
	Iteration 200F: 3 clusters Score -2552456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2552460.000000 Penalty: 970.188782
	Iteration 201Q: 3 clusters Score -2552460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2552458.750000 Penalty: 970.188782
	Iteration 202Q: 3 clusters Score -2552459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2552462.000000 Penalty: 970.188782
	Iteration 203Q: 3 clusters Score -2552462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2552463.250000 Penalty: 970.188782
	Iteration 204Q: 3 clusters Score -2552463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2552463.750000 Penalty: 970.188782
	Iteration 205Q: 3 clusters Score -2552464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2552463.250000 Penalty: 970.188782
	Iteration 206Q: 3 clusters Score -2552463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2552464.750000 Penalty: 970.188782
	Iteration 207Q: 3 clusters Score -2552465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2552466.250000 Penalty: 970.188782
	Iteration 208Q: 3 clusters Score -2552466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2552467.000000 Penalty: 970.188782
	Iteration 209Q: 3 clusters Score -2552467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2552466.750000 Penalty: 970.188782
	Iteration 210Q: 3 clusters Score -2552467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2552466.750000 Penalty: 970.188782
	Iteration 211Q: 3 clusters Score -2552467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2552467.250000 Penalty: 970.188782
	Iteration 212Q: 3 clusters Score -2552467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2552467.750000 Penalty: 970.188782
	Iteration 213Q: 3 clusters Score -2552468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2552462.000000 Penalty: 970.188782
	Iteration 214Q: 3 clusters Score -2552462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2552461.750000 Penalty: 970.188782
	Iteration 215Q: 3 clusters Score -2552462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2552461.750000 Penalty: 970.188782
	Iteration 216Q: 3 clusters Score -2552462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2552461.500000 Penalty: 970.188782
	Iteration 217Q: 3 clusters Score -2552462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2552461.500000 Penalty: 970.188782
	Iteration 218F: 3 clusters Score -2552462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 111609 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Entering Unmasked Estep 
Score: -58177164.000000 Penalty: 22656.876953
Splitting cluster 2 changes total score from -58175220.000000 to -58177164.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (111609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Entering Unmasked Estep 
Score: -6685197.000000 Penalty: 528.835449
	Iteration 0F: 2 clusters Score -6685197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -6611244.500000 Penalty: 1057.670898
	Iteration 0F: 3 clusters Score -6611244 nChanged 54716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -6645834.000000 Penalty: 1057.670898
	Iteration 1F: 3 clusters Score -6645834 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6648665.000000 Penalty: 1057.670898
	Iteration 2Q: 3 clusters Score -6648665 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -6653442.000000 Penalty: 1057.670898
	Iteration 3F: 3 clusters Score -6653442 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -6660123.500000 Penalty: 1057.670898
	Iteration 4F: 3 clusters Score -6660124 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -6666985.500000 Penalty: 1057.670898
	Iteration 5F: 3 clusters Score -6666986 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -6671511.500000 Penalty: 1057.670898
	Iteration 6F: 3 clusters Score -6671512 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -6673787.000000 Penalty: 1057.670898
	Iteration 7Q: 3 clusters Score -6673787 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6675275.000000 Penalty: 1057.670898
	Iteration 8Q: 3 clusters Score -6675275 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6676718.000000 Penalty: 1057.670898
	Iteration 9Q: 3 clusters Score -6676718 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6678179.500000 Penalty: 1057.670898
	Iteration 10Q: 3 clusters Score -6678180 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6679588.000000 Penalty: 1057.670898
	Iteration 11Q: 3 clusters Score -6679588 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -6680865.500000 Penalty: 1057.670898
	Iteration 12Q: 3 clusters Score -6680866 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -6682035.000000 Penalty: 1057.670898
	Iteration 13Q: 3 clusters Score -6682035 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -6682829.000000 Penalty: 1057.670898
	Iteration 14Q: 3 clusters Score -6682829 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6683429.500000 Penalty: 1057.670898
	Iteration 15Q: 3 clusters Score -6683430 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -6683949.500000 Penalty: 1057.670898
	Iteration 16Q: 3 clusters Score -6683950 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -6684259.000000 Penalty: 1057.670898
	Iteration 17Q: 3 clusters Score -6684259 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -6684635.000000 Penalty: 1057.670898
	Iteration 18Q: 3 clusters Score -6684635 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -6684794.000000 Penalty: 1057.670898
	Iteration 19Q: 3 clusters Score -6684794 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -6685020.000000 Penalty: 1057.670898
	Iteration 20F: 3 clusters Score -6685020 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6685153.000000 Penalty: 1057.670898
	Iteration 21Q: 3 clusters Score -6685153 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6685264.000000 Penalty: 1057.670898
	Iteration 22Q: 3 clusters Score -6685264 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6685349.000000 Penalty: 1057.670898
	Iteration 23Q: 3 clusters Score -6685349 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6685409.500000 Penalty: 1057.670898
	Iteration 24Q: 3 clusters Score -6685410 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6685477.500000 Penalty: 1057.670898
	Iteration 25Q: 3 clusters Score -6685478 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6685443.500000 Penalty: 1057.670898
	Iteration 26Q: 3 clusters Score -6685444 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6685471.500000 Penalty: 1057.670898
	Iteration 27Q: 3 clusters Score -6685472 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109972 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6685465.500000 Penalty: 1057.670898
	Iteration 28Q: 3 clusters Score -6685466 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6685461.500000 Penalty: 1057.670898
	Iteration 29Q: 3 clusters Score -6685462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6685471.000000 Penalty: 1057.670898
	Iteration 30Q: 3 clusters Score -6685471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6685460.500000 Penalty: 1057.670898
	Iteration 31Q: 3 clusters Score -6685460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6685476.000000 Penalty: 1057.670898
	Iteration 32Q: 3 clusters Score -6685476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6685462.500000 Penalty: 1057.670898
	Iteration 33Q: 3 clusters Score -6685462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6685464.000000 Penalty: 1057.670898
	Iteration 34Q: 3 clusters Score -6685464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6685469.000000 Penalty: 1057.670898
	Iteration 35Q: 3 clusters Score -6685469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6685462.500000 Penalty: 1057.670898
	Iteration 36Q: 3 clusters Score -6685462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110826 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6685460.500000 Penalty: 1057.670898
	Iteration 37Q: 3 clusters Score -6685460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6685462.000000 Penalty: 1057.670898
	Iteration 38Q: 3 clusters Score -6685462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6685460.000000 Penalty: 1057.670898
	Iteration 39Q: 3 clusters Score -6685460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6685458.500000 Penalty: 1057.670898
	Iteration 40F: 3 clusters Score -6685458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6685461.000000 Penalty: 1057.670898
	Iteration 41Q: 3 clusters Score -6685461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6685455.000000 Penalty: 1057.670898
	Iteration 42Q: 3 clusters Score -6685455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6685455.500000 Penalty: 1057.670898
	Iteration 43Q: 3 clusters Score -6685456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6685451.500000 Penalty: 1057.670898
	Iteration 44Q: 3 clusters Score -6685452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6685450.500000 Penalty: 1057.670898
	Iteration 45Q: 3 clusters Score -6685450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6685448.500000 Penalty: 1057.670898
	Iteration 46Q: 3 clusters Score -6685448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6685448.000000 Penalty: 1057.670898
	Iteration 47Q: 3 clusters Score -6685448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6685449.500000 Penalty: 1057.670898
	Iteration 48Q: 3 clusters Score -6685450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6685446.000000 Penalty: 1057.670898
	Iteration 49Q: 3 clusters Score -6685446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6685441.500000 Penalty: 1057.670898
	Iteration 50Q: 3 clusters Score -6685442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6685439.000000 Penalty: 1057.670898
	Iteration 51Q: 3 clusters Score -6685439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6685439.000000 Penalty: 1057.670898
	Iteration 52F: 3 clusters Score -6685439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Entering Unmasked Estep 
Score: -58177224.000000 Penalty: 23286.234375
Splitting cluster 3 changes total score from -58175220.000000 to -58177224.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -190787.750000 Penalty: 367.777405
	Iteration 0F: 2 clusters Score -190787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -188528.062500 Penalty: 735.554810
	Iteration 0F: 3 clusters Score -188528.1 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -189460.562500 Penalty: 735.554810
	Iteration 1F: 3 clusters Score -189460.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -189733.875000 Penalty: 735.554810
	Iteration 2F: 3 clusters Score -189733.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -189971.843750 Penalty: 735.554810
	Iteration 3F: 3 clusters Score -189971.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -190138.890625 Penalty: 735.554810
	Iteration 4F: 3 clusters Score -190138.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -190250.578125 Penalty: 735.554810
	Iteration 5Q: 3 clusters Score -190250.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -190342.890625 Penalty: 735.554810
	Iteration 6Q: 3 clusters Score -190342.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -190378.609375 Penalty: 735.554810
	Iteration 7Q: 3 clusters Score -190378.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -190395.093750 Penalty: 735.554810
	Iteration 8Q: 3 clusters Score -190395.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -190403.265625 Penalty: 735.554810
	Iteration 9Q: 3 clusters Score -190403.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -190412.640625 Penalty: 735.554810
	Iteration 10Q: 3 clusters Score -190412.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -190423.781250 Penalty: 735.554810
	Iteration 11Q: 3 clusters Score -190423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -190432.750000 Penalty: 735.554810
	Iteration 12Q: 3 clusters Score -190432.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -190439.468750 Penalty: 735.554810
	Iteration 13Q: 3 clusters Score -190439.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -190444.968750 Penalty: 735.554810
	Iteration 14Q: 3 clusters Score -190445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -190447.578125 Penalty: 735.554810
	Iteration 15Q: 3 clusters Score -190447.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -190454.171875 Penalty: 735.554810
	Iteration 16Q: 3 clusters Score -190454.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -190464.125000 Penalty: 735.554810
	Iteration 17Q: 3 clusters Score -190464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -190470.390625 Penalty: 735.554810
	Iteration 18Q: 3 clusters Score -190470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -190475.546875 Penalty: 735.554810
	Iteration 19Q: 3 clusters Score -190475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -190482.687500 Penalty: 735.554810
	Iteration 20F: 3 clusters Score -190482.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -190487.687500 Penalty: 735.554810
	Iteration 21Q: 3 clusters Score -190487.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -190490.281250 Penalty: 735.554810
	Iteration 22Q: 3 clusters Score -190490.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -190493.546875 Penalty: 735.554810
	Iteration 23Q: 3 clusters Score -190493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -190498.859375 Penalty: 735.554810
	Iteration 24Q: 3 clusters Score -190498.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -190504.781250 Penalty: 735.554810
	Iteration 25Q: 3 clusters Score -190504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -190506.750000 Penalty: 735.554810
	Iteration 26Q: 3 clusters Score -190506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -190508.015625 Penalty: 735.554810
	Iteration 27Q: 3 clusters Score -190508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -190509.921875 Penalty: 735.554810
	Iteration 28Q: 3 clusters Score -190509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -190510.406250 Penalty: 735.554810
	Iteration 29Q: 3 clusters Score -190510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -190512.125000 Penalty: 735.554810
	Iteration 30Q: 3 clusters Score -190512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -190514.359375 Penalty: 735.554810
	Iteration 31Q: 3 clusters Score -190514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -190520.406250 Penalty: 735.554810
	Iteration 32Q: 3 clusters Score -190520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -190532.890625 Penalty: 735.554810
	Iteration 33Q: 3 clusters Score -190532.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -190548.796875 Penalty: 735.554810
	Iteration 34Q: 3 clusters Score -190548.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -190558.609375 Penalty: 735.554810
	Iteration 35Q: 3 clusters Score -190558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -190563.562500 Penalty: 735.554810
	Iteration 36Q: 3 clusters Score -190563.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -190567.515625 Penalty: 735.554810
	Iteration 37Q: 3 clusters Score -190567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -190569.343750 Penalty: 735.554810
	Iteration 38Q: 3 clusters Score -190569.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -190571.015625 Penalty: 735.554810
	Iteration 39Q: 3 clusters Score -190571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -190571.796875 Penalty: 735.554810
	Iteration 40F: 3 clusters Score -190571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -190572.531250 Penalty: 735.554810
	Iteration 41Q: 3 clusters Score -190572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -190573.046875 Penalty: 735.554810
	Iteration 42Q: 3 clusters Score -190573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -190573.500000 Penalty: 735.554810
	Iteration 43Q: 3 clusters Score -190573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -190573.500000 Penalty: 735.554810
	Iteration 44F: 3 clusters Score -190573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Entering Unmasked Estep 
Score: -4364366.000000 Penalty: 509.342010
	Iteration 0F: 2 clusters Score -4364366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4315304.500000 Penalty: 1018.684021
	Iteration 0F: 3 clusters Score -4315304 nChanged 35414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4336665.500000 Penalty: 1018.684021
	Iteration 1F: 3 clusters Score -4336666 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4337702.500000 Penalty: 1018.684021
	Iteration 2Q: 3 clusters Score -4337702 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4339125.000000 Penalty: 1018.684021
	Iteration 3F: 3 clusters Score -4339125 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -4341002.500000 Penalty: 1018.684021
	Iteration 4F: 3 clusters Score -4341002 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -4343510.500000 Penalty: 1018.684021
	Iteration 5F: 3 clusters Score -4343510 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -4346828.000000 Penalty: 1018.684021
	Iteration 6F: 3 clusters Score -4346828 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -4350974.000000 Penalty: 1018.684021
	Iteration 7F: 3 clusters Score -4350974 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -4355431.000000 Penalty: 1018.684021
	Iteration 8F: 3 clusters Score -4355431 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -4359202.500000 Penalty: 1018.684021
	Iteration 9F: 3 clusters Score -4359202 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -4361648.500000 Penalty: 1018.684021
	Iteration 10Q: 3 clusters Score -4361648 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -4362876.000000 Penalty: 1018.684021
	Iteration 11Q: 3 clusters Score -4362876 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -4363412.500000 Penalty: 1018.684021
	Iteration 12Q: 3 clusters Score -4363412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -4363681.500000 Penalty: 1018.684021
	Iteration 13Q: 3 clusters Score -4363682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 72576 members 
Entering Unmasked Estep 
Score: -4363813.500000 Penalty: 1018.684021
	Iteration 14Q: 3 clusters Score -4363814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -4363852.000000 Penalty: 1018.684021
	Iteration 15Q: 3 clusters Score -4363852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -4363871.000000 Penalty: 1018.684021
	Iteration 16Q: 3 clusters Score -4363871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -4363882.500000 Penalty: 1018.684021
	Iteration 17Q: 3 clusters Score -4363882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -4363885.500000 Penalty: 1018.684021
	Iteration 18Q: 3 clusters Score -4363886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 1018.684021
	Iteration 19Q: 3 clusters Score -4363892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 1018.684021
	Iteration 20F: 3 clusters Score -4363892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 1018.684021
	Iteration 21Q: 3 clusters Score -4363890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -4363893.000000 Penalty: 1018.684021
	Iteration 22Q: 3 clusters Score -4363893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -4363899.000000 Penalty: 1018.684021
	Iteration 23Q: 3 clusters Score -4363899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -4363910.000000 Penalty: 1018.684021
	Iteration 24Q: 3 clusters Score -4363910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -4363917.000000 Penalty: 1018.684021
	Iteration 25Q: 3 clusters Score -4363917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4363920.000000 Penalty: 1018.684021
	Iteration 26Q: 3 clusters Score -4363920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -4363920.000000 Penalty: 1018.684021
	Iteration 27F: 3 clusters Score -4363920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -12027.792969 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -12027.79 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 250 members 
Entering Unmasked Estep 
Score: -11537.333008 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -11537.33 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11827.714844 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -11827.71 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12174.240234 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -12174.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12404.404297 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -12404.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12502.633789 Penalty: 569.273254
	Iteration 4F: 3 clusters Score -12502.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12582.687500 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -12582.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12617.271484 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -12617.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12629.465820 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -12629.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12646.983398 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -12646.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12659.850586 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -12659.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12667.993164 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -12667.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12671.682617 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -12671.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12675.833008 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -12675.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12677.752930 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -12677.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12678.458984 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -12678.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12679.349609 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -12679.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12682.661133 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -12682.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12697.236328 Penalty: 569.273254
	Iteration 17Q: 3 clusters Score -12697.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12705.161133 Penalty: 569.273254
	Iteration 18Q: 3 clusters Score -12705.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12712.859375 Penalty: 569.273254
	Iteration 19Q: 3 clusters Score -12712.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12716.788086 Penalty: 569.273254
	Iteration 20F: 3 clusters Score -12716.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12718.418945 Penalty: 569.273254
	Iteration 21Q: 3 clusters Score -12718.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12719.475586 Penalty: 569.273254
	Iteration 22Q: 3 clusters Score -12719.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12719.475586 Penalty: 569.273254
	Iteration 23F: 3 clusters Score -12719.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Entering Unmasked Estep 
Score: -58177556.000000 Penalty: 23915.591797
Splitting cluster 6 changes total score from -58175220.000000 to -58177556.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -23666.857422 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -23666.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23218.123047 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -23218.12 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23601.531250 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -23601.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23850.962891 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -23850.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23992.500000 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -23992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24043.597656 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -24043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24133.291016 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -24133.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24298.177734 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -24298.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24408.492188 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -24408.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24468.869141 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -24468.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24553.669922 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -24553.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24689.902344 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -24689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24929.703125 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -24929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25063.486328 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -25063.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25355.074219 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -25355.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25355.074219 Penalty: 561.052979
	Iteration 14F: 3 clusters Score -25355.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Entering Unmasked Estep 
Score: -58178836.000000 Penalty: 24544.949219
Splitting cluster 7 changes total score from -58175220.000000 to -58178836.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (112549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Entering Unmasked Estep 
Score: -6748316.000000 Penalty: 529.217041
	Iteration 0F: 2 clusters Score -6748316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6673881.000000 Penalty: 1058.434082
	Iteration 0F: 3 clusters Score -6673881 nChanged 55018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -6707786.000000 Penalty: 1058.434082
	Iteration 1F: 3 clusters Score -6707786 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -6710743.500000 Penalty: 1058.434082
	Iteration 2F: 3 clusters Score -6710744 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -6715552.500000 Penalty: 1058.434082
	Iteration 3F: 3 clusters Score -6715552 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6721903.000000 Penalty: 1058.434082
	Iteration 4F: 3 clusters Score -6721903 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6728384.000000 Penalty: 1058.434082
	Iteration 5F: 3 clusters Score -6728384 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -6732198.000000 Penalty: 1058.434082
	Iteration 6F: 3 clusters Score -6732198 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -6733705.000000 Penalty: 1058.434082
	Iteration 7Q: 3 clusters Score -6733705 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -6734313.500000 Penalty: 1058.434082
	Iteration 8Q: 3 clusters Score -6734314 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -6734664.500000 Penalty: 1058.434082
	Iteration 9Q: 3 clusters Score -6734664 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6734952.500000 Penalty: 1058.434082
	Iteration 10Q: 3 clusters Score -6734952 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -6735164.000000 Penalty: 1058.434082
	Iteration 11Q: 3 clusters Score -6735164 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6735352.000000 Penalty: 1058.434082
	Iteration 12Q: 3 clusters Score -6735352 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -6735520.500000 Penalty: 1058.434082
	Iteration 13Q: 3 clusters Score -6735520 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6735631.000000 Penalty: 1058.434082
	Iteration 14Q: 3 clusters Score -6735631 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -6735771.000000 Penalty: 1058.434082
	Iteration 15Q: 3 clusters Score -6735771 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6735894.000000 Penalty: 1058.434082
	Iteration 16Q: 3 clusters Score -6735894 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -6736073.500000 Penalty: 1058.434082
	Iteration 17Q: 3 clusters Score -6736074 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6736210.500000 Penalty: 1058.434082
	Iteration 18Q: 3 clusters Score -6736210 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -6736282.000000 Penalty: 1058.434082
	Iteration 19Q: 3 clusters Score -6736282 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -6736367.000000 Penalty: 1058.434082
	Iteration 20F: 3 clusters Score -6736367 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6736458.500000 Penalty: 1058.434082
	Iteration 21Q: 3 clusters Score -6736458 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -6736537.500000 Penalty: 1058.434082
	Iteration 22Q: 3 clusters Score -6736538 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6736614.500000 Penalty: 1058.434082
	Iteration 23Q: 3 clusters Score -6736614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6736695.500000 Penalty: 1058.434082
	Iteration 24Q: 3 clusters Score -6736696 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -6736755.500000 Penalty: 1058.434082
	Iteration 25Q: 3 clusters Score -6736756 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6736872.500000 Penalty: 1058.434082
	Iteration 26Q: 3 clusters Score -6736872 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6736915.500000 Penalty: 1058.434082
	Iteration 27Q: 3 clusters Score -6736916 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6737019.000000 Penalty: 1058.434082
	Iteration 28Q: 3 clusters Score -6737019 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6737099.000000 Penalty: 1058.434082
	Iteration 29Q: 3 clusters Score -6737099 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6737184.500000 Penalty: 1058.434082
	Iteration 30Q: 3 clusters Score -6737184 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6737272.500000 Penalty: 1058.434082
	Iteration 31Q: 3 clusters Score -6737272 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6737316.000000 Penalty: 1058.434082
	Iteration 32Q: 3 clusters Score -6737316 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -6737379.000000 Penalty: 1058.434082
	Iteration 33Q: 3 clusters Score -6737379 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6737464.000000 Penalty: 1058.434082
	Iteration 34Q: 3 clusters Score -6737464 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6737563.500000 Penalty: 1058.434082
	Iteration 35Q: 3 clusters Score -6737564 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6737643.500000 Penalty: 1058.434082
	Iteration 36Q: 3 clusters Score -6737644 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -6737704.500000 Penalty: 1058.434082
	Iteration 37Q: 3 clusters Score -6737704 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -6737798.500000 Penalty: 1058.434082
	Iteration 38Q: 3 clusters Score -6737798 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6737893.500000 Penalty: 1058.434082
	Iteration 39Q: 3 clusters Score -6737894 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6737958.000000 Penalty: 1058.434082
	Iteration 40F: 3 clusters Score -6737958 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6738030.500000 Penalty: 1058.434082
	Iteration 41Q: 3 clusters Score -6738030 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6738097.500000 Penalty: 1058.434082
	Iteration 42Q: 3 clusters Score -6738098 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -6738130.000000 Penalty: 1058.434082
	Iteration 43Q: 3 clusters Score -6738130 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6738159.000000 Penalty: 1058.434082
	Iteration 44Q: 3 clusters Score -6738159 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -6738242.000000 Penalty: 1058.434082
	Iteration 45Q: 3 clusters Score -6738242 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6738329.000000 Penalty: 1058.434082
	Iteration 46Q: 3 clusters Score -6738329 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -6738400.000000 Penalty: 1058.434082
	Iteration 47Q: 3 clusters Score -6738400 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -6738468.000000 Penalty: 1058.434082
	Iteration 48Q: 3 clusters Score -6738468 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -6738531.500000 Penalty: 1058.434082
	Iteration 49Q: 3 clusters Score -6738532 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6738587.000000 Penalty: 1058.434082
	Iteration 50Q: 3 clusters Score -6738587 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -6738644.000000 Penalty: 1058.434082
	Iteration 51Q: 3 clusters Score -6738644 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -6738675.500000 Penalty: 1058.434082
	Iteration 52Q: 3 clusters Score -6738676 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -6738707.000000 Penalty: 1058.434082
	Iteration 53Q: 3 clusters Score -6738707 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -6738773.000000 Penalty: 1058.434082
	Iteration 54Q: 3 clusters Score -6738773 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -6738823.500000 Penalty: 1058.434082
	Iteration 55Q: 3 clusters Score -6738824 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -6738902.500000 Penalty: 1058.434082
	Iteration 56Q: 3 clusters Score -6738902 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -6738978.000000 Penalty: 1058.434082
	Iteration 57Q: 3 clusters Score -6738978 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6739088.000000 Penalty: 1058.434082
	Iteration 58Q: 3 clusters Score -6739088 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6739227.500000 Penalty: 1058.434082
	Iteration 59Q: 3 clusters Score -6739228 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -6739315.000000 Penalty: 1058.434082
	Iteration 60F: 3 clusters Score -6739315 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -6739452.500000 Penalty: 1058.434082
	Iteration 61Q: 3 clusters Score -6739452 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -6739587.500000 Penalty: 1058.434082
	Iteration 62Q: 3 clusters Score -6739588 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -6739745.500000 Penalty: 1058.434082
	Iteration 63Q: 3 clusters Score -6739746 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6739877.000000 Penalty: 1058.434082
	Iteration 64Q: 3 clusters Score -6739877 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6740010.500000 Penalty: 1058.434082
	Iteration 65Q: 3 clusters Score -6740010 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6740177.000000 Penalty: 1058.434082
	Iteration 66Q: 3 clusters Score -6740177 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6740413.000000 Penalty: 1058.434082
	Iteration 67Q: 3 clusters Score -6740413 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6740662.000000 Penalty: 1058.434082
	Iteration 68Q: 3 clusters Score -6740662 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -6740916.500000 Penalty: 1058.434082
	Iteration 69Q: 3 clusters Score -6740916 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6741225.000000 Penalty: 1058.434082
	Iteration 70Q: 3 clusters Score -6741225 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -6741529.500000 Penalty: 1058.434082
	Iteration 71Q: 3 clusters Score -6741530 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6741877.000000 Penalty: 1058.434082
	Iteration 72Q: 3 clusters Score -6741877 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -6742305.500000 Penalty: 1058.434082
	Iteration 73Q: 3 clusters Score -6742306 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -6742796.000000 Penalty: 1058.434082
	Iteration 74Q: 3 clusters Score -6742796 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -6743314.500000 Penalty: 1058.434082
	Iteration 75Q: 3 clusters Score -6743314 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -6743810.500000 Penalty: 1058.434082
	Iteration 76Q: 3 clusters Score -6743810 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -6744292.000000 Penalty: 1058.434082
	Iteration 77Q: 3 clusters Score -6744292 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -6744710.500000 Penalty: 1058.434082
	Iteration 78Q: 3 clusters Score -6744710 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -6745176.000000 Penalty: 1058.434082
	Iteration 79Q: 3 clusters Score -6745176 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -6745649.000000 Penalty: 1058.434082
	Iteration 80F: 3 clusters Score -6745649 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -6746041.000000 Penalty: 1058.434082
	Iteration 81Q: 3 clusters Score -6746041 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6746359.000000 Penalty: 1058.434082
	Iteration 82Q: 3 clusters Score -6746359 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6746668.000000 Penalty: 1058.434082
	Iteration 83Q: 3 clusters Score -6746668 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6746871.000000 Penalty: 1058.434082
	Iteration 84Q: 3 clusters Score -6746871 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6747102.000000 Penalty: 1058.434082
	Iteration 85Q: 3 clusters Score -6747102 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6747295.000000 Penalty: 1058.434082
	Iteration 86Q: 3 clusters Score -6747295 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6747410.500000 Penalty: 1058.434082
	Iteration 87Q: 3 clusters Score -6747410 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6747481.500000 Penalty: 1058.434082
	Iteration 88Q: 3 clusters Score -6747482 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6747542.000000 Penalty: 1058.434082
	Iteration 89Q: 3 clusters Score -6747542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6747605.500000 Penalty: 1058.434082
	Iteration 90Q: 3 clusters Score -6747606 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6747647.000000 Penalty: 1058.434082
	Iteration 91Q: 3 clusters Score -6747647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6747677.000000 Penalty: 1058.434082
	Iteration 92Q: 3 clusters Score -6747677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6747703.500000 Penalty: 1058.434082
	Iteration 93Q: 3 clusters Score -6747704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6747745.000000 Penalty: 1058.434082
	Iteration 94Q: 3 clusters Score -6747745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6747768.500000 Penalty: 1058.434082
	Iteration 95Q: 3 clusters Score -6747768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6747792.000000 Penalty: 1058.434082
	Iteration 96Q: 3 clusters Score -6747792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6747819.000000 Penalty: 1058.434082
	Iteration 97Q: 3 clusters Score -6747819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6747841.500000 Penalty: 1058.434082
	Iteration 98Q: 3 clusters Score -6747842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6747858.000000 Penalty: 1058.434082
	Iteration 99Q: 3 clusters Score -6747858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6747867.500000 Penalty: 1058.434082
	Iteration 100F: 3 clusters Score -6747868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6747874.000000 Penalty: 1058.434082
	Iteration 101Q: 3 clusters Score -6747874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6747881.000000 Penalty: 1058.434082
	Iteration 102Q: 3 clusters Score -6747881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111696 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6747893.000000 Penalty: 1058.434082
	Iteration 103Q: 3 clusters Score -6747893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6747894.500000 Penalty: 1058.434082
	Iteration 104Q: 3 clusters Score -6747894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6747901.000000 Penalty: 1058.434082
	Iteration 105Q: 3 clusters Score -6747901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111792 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6747909.000000 Penalty: 1058.434082
	Iteration 106Q: 3 clusters Score -6747909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111811 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6747915.500000 Penalty: 1058.434082
	Iteration 107Q: 3 clusters Score -6747916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6747915.500000 Penalty: 1058.434082
	Iteration 108Q: 3 clusters Score -6747916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6747928.500000 Penalty: 1058.434082
	Iteration 109Q: 3 clusters Score -6747928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6747930.500000 Penalty: 1058.434082
	Iteration 110Q: 3 clusters Score -6747930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111882 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6747935.500000 Penalty: 1058.434082
	Iteration 111Q: 3 clusters Score -6747936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6747938.500000 Penalty: 1058.434082
	Iteration 112Q: 3 clusters Score -6747938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6747934.000000 Penalty: 1058.434082
	Iteration 113Q: 3 clusters Score -6747934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6747934.500000 Penalty: 1058.434082
	Iteration 114Q: 3 clusters Score -6747934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6747941.500000 Penalty: 1058.434082
	Iteration 115Q: 3 clusters Score -6747942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6747935.000000 Penalty: 1058.434082
	Iteration 116Q: 3 clusters Score -6747935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6747942.000000 Penalty: 1058.434082
	Iteration 117Q: 3 clusters Score -6747942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6747951.500000 Penalty: 1058.434082
	Iteration 118Q: 3 clusters Score -6747952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6747956.500000 Penalty: 1058.434082
	Iteration 119Q: 3 clusters Score -6747956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6747956.500000 Penalty: 1058.434082
	Iteration 120F: 3 clusters Score -6747956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6747953.500000 Penalty: 1058.434082
	Iteration 121Q: 3 clusters Score -6747954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6747955.500000 Penalty: 1058.434082
	Iteration 122Q: 3 clusters Score -6747956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6747956.500000 Penalty: 1058.434082
	Iteration 123Q: 3 clusters Score -6747956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6747956.500000 Penalty: 1058.434082
	Iteration 124F: 3 clusters Score -6747956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -33604.046875 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -33604.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33068.195312 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -33068.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33307.484375 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -33307.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33513.898438 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -33513.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33810.207031 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -33810.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33918.101562 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -33918.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33997.738281 Penalty: 581.816772
	Iteration 5F: 3 clusters Score -33997.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34084.027344 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -34084.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34142.515625 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -34142.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -34188.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34191.949219 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -34191.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34193.652344 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -34193.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34207.531250 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -34207.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34236.265625 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -34236.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34273.835938 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -34273.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34282.570312 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -34282.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34284.160156 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -34284.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34285.714844 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -34285.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34286.230469 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -34286.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34286.453125 Penalty: 581.816772
	Iteration 18F: 3 clusters Score -34286.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34287.156250 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -34287.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34287.156250 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -34287.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Entering Unmasked Estep 
Score: -58179152.000000 Penalty: 25174.306641
Splitting cluster 9 changes total score from -58175220.000000 to -58179152.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (9215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Entering Unmasked Estep 
Score: -535120.500000 Penalty: 415.350739
	Iteration 0F: 2 clusters Score -535120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -528950.750000 Penalty: 830.701477
	Iteration 0F: 3 clusters Score -528950.8 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -531435.500000 Penalty: 830.701477
	Iteration 1F: 3 clusters Score -531435.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -531664.375000 Penalty: 830.701477
	Iteration 2F: 3 clusters Score -531664.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -531913.125000 Penalty: 830.701477
	Iteration 3F: 3 clusters Score -531913.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -532205.250000 Penalty: 830.701477
	Iteration 4F: 3 clusters Score -532205.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -532598.000000 Penalty: 830.701477
	Iteration 5F: 3 clusters Score -532598 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -533099.875000 Penalty: 830.701477
	Iteration 6F: 3 clusters Score -533099.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -533571.375000 Penalty: 830.701477
	Iteration 7F: 3 clusters Score -533571.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -533972.000000 Penalty: 830.701477
	Iteration 8Q: 3 clusters Score -533972 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -534224.000000 Penalty: 830.701477
	Iteration 9Q: 3 clusters Score -534224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -534394.687500 Penalty: 830.701477
	Iteration 10Q: 3 clusters Score -534394.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -534520.250000 Penalty: 830.701477
	Iteration 11Q: 3 clusters Score -534520.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -534594.312500 Penalty: 830.701477
	Iteration 12Q: 3 clusters Score -534594.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -534643.187500 Penalty: 830.701477
	Iteration 13Q: 3 clusters Score -534643.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -534689.125000 Penalty: 830.701477
	Iteration 14Q: 3 clusters Score -534689.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -534718.375000 Penalty: 830.701477
	Iteration 15Q: 3 clusters Score -534718.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -534738.812500 Penalty: 830.701477
	Iteration 16Q: 3 clusters Score -534738.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -534765.062500 Penalty: 830.701477
	Iteration 17Q: 3 clusters Score -534765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -534781.375000 Penalty: 830.701477
	Iteration 18Q: 3 clusters Score -534781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -534795.375000 Penalty: 830.701477
	Iteration 19Q: 3 clusters Score -534795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -534805.375000 Penalty: 830.701477
	Iteration 20F: 3 clusters Score -534805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -534812.000000 Penalty: 830.701477
	Iteration 21Q: 3 clusters Score -534812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -534815.375000 Penalty: 830.701477
	Iteration 22Q: 3 clusters Score -534815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -534819.750000 Penalty: 830.701477
	Iteration 23Q: 3 clusters Score -534819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -534823.937500 Penalty: 830.701477
	Iteration 24Q: 3 clusters Score -534823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -534826.875000 Penalty: 830.701477
	Iteration 25Q: 3 clusters Score -534826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -534829.125000 Penalty: 830.701477
	Iteration 26Q: 3 clusters Score -534829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -534829.500000 Penalty: 830.701477
	Iteration 27Q: 3 clusters Score -534829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -534829.437500 Penalty: 830.701477
	Iteration 28Q: 3 clusters Score -534829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -534829.437500 Penalty: 830.701477
	Iteration 29F: 3 clusters Score -534829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Entering Unmasked Estep 
Score: -2779348.000000 Penalty: 487.364227
	Iteration 0F: 2 clusters Score -2779348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2749280.250000 Penalty: 974.728455
	Iteration 0F: 3 clusters Score -2749280 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2762412.250000 Penalty: 974.728455
	Iteration 1F: 3 clusters Score -2762412 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2763209.000000 Penalty: 974.728455
	Iteration 2Q: 3 clusters Score -2763209 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2764494.500000 Penalty: 974.728455
	Iteration 3F: 3 clusters Score -2764494 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2766587.500000 Penalty: 974.728455
	Iteration 4F: 3 clusters Score -2766588 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2769481.750000 Penalty: 974.728455
	Iteration 5F: 3 clusters Score -2769482 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2772311.250000 Penalty: 974.728455
	Iteration 6F: 3 clusters Score -2772311 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2774168.500000 Penalty: 974.728455
	Iteration 7Q: 3 clusters Score -2774168 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2775134.250000 Penalty: 974.728455
	Iteration 8Q: 3 clusters Score -2775134 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2775751.000000 Penalty: 974.728455
	Iteration 9Q: 3 clusters Score -2775751 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2776239.250000 Penalty: 974.728455
	Iteration 10Q: 3 clusters Score -2776239 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2776725.000000 Penalty: 974.728455
	Iteration 11Q: 3 clusters Score -2776725 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2777154.000000 Penalty: 974.728455
	Iteration 12Q: 3 clusters Score -2777154 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2777517.750000 Penalty: 974.728455
	Iteration 13Q: 3 clusters Score -2777518 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2777861.500000 Penalty: 974.728455
	Iteration 14Q: 3 clusters Score -2777862 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2778188.000000 Penalty: 974.728455
	Iteration 15Q: 3 clusters Score -2778188 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2778438.500000 Penalty: 974.728455
	Iteration 16Q: 3 clusters Score -2778438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2778619.500000 Penalty: 974.728455
	Iteration 17Q: 3 clusters Score -2778620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2778740.250000 Penalty: 974.728455
	Iteration 18Q: 3 clusters Score -2778740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2778821.250000 Penalty: 974.728455
	Iteration 19Q: 3 clusters Score -2778821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2778859.750000 Penalty: 974.728455
	Iteration 20F: 3 clusters Score -2778860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2778881.500000 Penalty: 974.728455
	Iteration 21Q: 3 clusters Score -2778882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2778898.750000 Penalty: 974.728455
	Iteration 22Q: 3 clusters Score -2778899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2778918.000000 Penalty: 974.728455
	Iteration 23Q: 3 clusters Score -2778918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2778932.500000 Penalty: 974.728455
	Iteration 24Q: 3 clusters Score -2778932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2778939.000000 Penalty: 974.728455
	Iteration 25Q: 3 clusters Score -2778939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2778950.750000 Penalty: 974.728455
	Iteration 26Q: 3 clusters Score -2778951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2778955.250000 Penalty: 974.728455
	Iteration 27Q: 3 clusters Score -2778955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2778956.000000 Penalty: 974.728455
	Iteration 28Q: 3 clusters Score -2778956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2778954.250000 Penalty: 974.728455
	Iteration 29Q: 3 clusters Score -2778954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2778956.750000 Penalty: 974.728455
	Iteration 30Q: 3 clusters Score -2778957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2778957.750000 Penalty: 974.728455
	Iteration 31Q: 3 clusters Score -2778958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2778958.250000 Penalty: 974.728455
	Iteration 32Q: 3 clusters Score -2778958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2778959.750000 Penalty: 974.728455
	Iteration 33Q: 3 clusters Score -2778960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2778958.750000 Penalty: 974.728455
	Iteration 34Q: 3 clusters Score -2778959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2778961.000000 Penalty: 974.728455
	Iteration 35Q: 3 clusters Score -2778961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2778964.500000 Penalty: 974.728455
	Iteration 36Q: 3 clusters Score -2778964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2778969.750000 Penalty: 974.728455
	Iteration 37Q: 3 clusters Score -2778970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2778974.250000 Penalty: 974.728455
	Iteration 38Q: 3 clusters Score -2778974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2778975.250000 Penalty: 974.728455
	Iteration 39Q: 3 clusters Score -2778975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2778978.500000 Penalty: 974.728455
	Iteration 40F: 3 clusters Score -2778978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2778983.750000 Penalty: 974.728455
	Iteration 41Q: 3 clusters Score -2778984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2778983.250000 Penalty: 974.728455
	Iteration 42Q: 3 clusters Score -2778983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2778983.250000 Penalty: 974.728455
	Iteration 43F: 3 clusters Score -2778983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -150206.968750 Penalty: 357.462524
	Iteration 0F: 2 clusters Score -150207 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 1259 members 
Entering Unmasked Estep 
Score: -148461.234375 Penalty: 714.925049
	Iteration 0F: 3 clusters Score -148461.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150774.125000 Penalty: 714.925049
	Iteration 1F: 3 clusters Score -150774.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151874.015625 Penalty: 714.925049
	Iteration 2F: 3 clusters Score -151874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152293.375000 Penalty: 714.925049
	Iteration 3F: 3 clusters Score -152293.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152421.921875 Penalty: 714.925049
	Iteration 4Q: 3 clusters Score -152421.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152486.781250 Penalty: 714.925049
	Iteration 5Q: 3 clusters Score -152486.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152506.484375 Penalty: 714.925049
	Iteration 6Q: 3 clusters Score -152506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152514.390625 Penalty: 714.925049
	Iteration 7Q: 3 clusters Score -152514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152534.250000 Penalty: 714.925049
	Iteration 8Q: 3 clusters Score -152534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152546.109375 Penalty: 714.925049
	Iteration 9Q: 3 clusters Score -152546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152549.187500 Penalty: 714.925049
	Iteration 10Q: 3 clusters Score -152549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152549.031250 Penalty: 714.925049
	Iteration 11Q: 3 clusters Score -152549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152549.421875 Penalty: 714.925049
	Iteration 12Q: 3 clusters Score -152549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152549.421875 Penalty: 714.925049
	Iteration 13F: 3 clusters Score -152549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Entering Unmasked Estep 
Score: -58181100.000000 Penalty: 25803.664062
Splitting cluster 12 changes total score from -58175220.000000 to -58181100.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -58782.500000 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -58782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -57943.003906 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -57943 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58352.386719 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -58352.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58487.941406 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -58487.94 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58660.644531 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -58660.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58827.597656 Penalty: 631.999634
	Iteration 4F: 3 clusters Score -58827.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58925.601562 Penalty: 631.999634
	Iteration 5F: 3 clusters Score -58925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58983.921875 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -58983.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59021.421875 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -59021.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59045.328125 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -59045.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59053.832031 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -59053.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59064.152344 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -59064.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59066.613281 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -59066.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59066.613281 Penalty: 631.999634
	Iteration 12F: 3 clusters Score -59066.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Entering Unmasked Estep 
Score: -58181016.000000 Penalty: 26433.023438
Splitting cluster 13 changes total score from -58175220.000000 to -58181016.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -405799.593750 Penalty: 402.535248
	Iteration 0F: 2 clusters Score -405799.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -401172.750000 Penalty: 805.070496
	Iteration 0F: 3 clusters Score -401172.8 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -402925.687500 Penalty: 805.070496
	Iteration 1F: 3 clusters Score -402925.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -403139.093750 Penalty: 805.070496
	Iteration 2F: 3 clusters Score -403139.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -403387.656250 Penalty: 805.070496
	Iteration 3F: 3 clusters Score -403387.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -403700.062500 Penalty: 805.070496
	Iteration 4F: 3 clusters Score -403700.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -404137.281250 Penalty: 805.070496
	Iteration 5F: 3 clusters Score -404137.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -404621.625000 Penalty: 805.070496
	Iteration 6F: 3 clusters Score -404621.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -405007.656250 Penalty: 805.070496
	Iteration 7F: 3 clusters Score -405007.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -405273.031250 Penalty: 805.070496
	Iteration 8Q: 3 clusters Score -405273 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -405491.250000 Penalty: 805.070496
	Iteration 9Q: 3 clusters Score -405491.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -405679.375000 Penalty: 805.070496
	Iteration 10Q: 3 clusters Score -405679.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -405832.750000 Penalty: 805.070496
	Iteration 11Q: 3 clusters Score -405832.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -405897.937500 Penalty: 805.070496
	Iteration 12Q: 3 clusters Score -405897.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -405937.343750 Penalty: 805.070496
	Iteration 13Q: 3 clusters Score -405937.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -405957.750000 Penalty: 805.070496
	Iteration 14Q: 3 clusters Score -405957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -405963.875000 Penalty: 805.070496
	Iteration 15Q: 3 clusters Score -405963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -405969.375000 Penalty: 805.070496
	Iteration 16Q: 3 clusters Score -405969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -405972.062500 Penalty: 805.070496
	Iteration 17Q: 3 clusters Score -405972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -405973.843750 Penalty: 805.070496
	Iteration 18Q: 3 clusters Score -405973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -405974.531250 Penalty: 805.070496
	Iteration 19Q: 3 clusters Score -405974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -405974.531250 Penalty: 805.070496
	Iteration 20F: 3 clusters Score -405974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Entering Unmasked Estep 
Score: -58180896.000000 Penalty: 27062.380859
Splitting cluster 14 changes total score from -58175220.000000 to -58180896.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -130380.273438 Penalty: 351.381836
	Iteration 0F: 2 clusters Score -130380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -128837.375000 Penalty: 702.763672
	Iteration 0F: 3 clusters Score -128837.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -130129.671875 Penalty: 702.763672
	Iteration 1F: 3 clusters Score -130129.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -130512.015625 Penalty: 702.763672
	Iteration 2F: 3 clusters Score -130512 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130724.359375 Penalty: 702.763672
	Iteration 3F: 3 clusters Score -130724.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -130833.929688 Penalty: 702.763672
	Iteration 4F: 3 clusters Score -130833.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130887.304688 Penalty: 702.763672
	Iteration 5Q: 3 clusters Score -130887.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -130912.187500 Penalty: 702.763672
	Iteration 6Q: 3 clusters Score -130912.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -130927.859375 Penalty: 702.763672
	Iteration 7Q: 3 clusters Score -130927.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130941.851562 Penalty: 702.763672
	Iteration 8Q: 3 clusters Score -130941.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130951.960938 Penalty: 702.763672
	Iteration 9Q: 3 clusters Score -130952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -130955.242188 Penalty: 702.763672
	Iteration 10Q: 3 clusters Score -130955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130957.710938 Penalty: 702.763672
	Iteration 11Q: 3 clusters Score -130957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130958.343750 Penalty: 702.763672
	Iteration 12Q: 3 clusters Score -130958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130958.718750 Penalty: 702.763672
	Iteration 13Q: 3 clusters Score -130958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130959.164062 Penalty: 702.763672
	Iteration 14Q: 3 clusters Score -130959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130959.164062 Penalty: 702.763672
	Iteration 15F: 3 clusters Score -130959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Entering Unmasked Estep 
Score: -58181224.000000 Penalty: 27691.738281
Splitting cluster 15 changes total score from -58175220.000000 to -58181224.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (129018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129018 members 
Entering Unmasked Estep 
Score: -7688291.000000 Penalty: 535.430664
	Iteration 0F: 2 clusters Score -7688291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7605329.000000 Penalty: 1070.861328
	Iteration 0F: 3 clusters Score -7605329 nChanged 63408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -7644947.500000 Penalty: 1070.861328
	Iteration 1F: 3 clusters Score -7644948 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -7648473.000000 Penalty: 1070.861328
	Iteration 2F: 3 clusters Score -7648473 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -7653837.000000 Penalty: 1070.861328
	Iteration 3F: 3 clusters Score -7653837 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -7662054.000000 Penalty: 1070.861328
	Iteration 4F: 3 clusters Score -7662054 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -7671933.500000 Penalty: 1070.861328
	Iteration 5F: 3 clusters Score -7671934 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -7680091.000000 Penalty: 1070.861328
	Iteration 6F: 3 clusters Score -7680091 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 120278 members 
Entering Unmasked Estep 
Score: -7684768.000000 Penalty: 1070.861328
	Iteration 7F: 3 clusters Score -7684768 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -7686758.500000 Penalty: 1070.861328
	Iteration 8Q: 3 clusters Score -7686758 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -7687629.500000 Penalty: 1070.861328
	Iteration 9Q: 3 clusters Score -7687630 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -7687846.500000 Penalty: 1070.861328
	Iteration 10Q: 3 clusters Score -7687846 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -7687861.500000 Penalty: 1070.861328
	Iteration 11Q: 3 clusters Score -7687862 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -7687872.000000 Penalty: 1070.861328
	Iteration 12Q: 3 clusters Score -7687872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128764 members 
Entering Unmasked Estep 
Score: -7687884.000000 Penalty: 1070.861328
	Iteration 13Q: 3 clusters Score -7687884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 128814 members 
Entering Unmasked Estep 
Score: -7687905.500000 Penalty: 1070.861328
	Iteration 14Q: 3 clusters Score -7687906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128842 members 
Entering Unmasked Estep 
Score: -7687906.000000 Penalty: 1070.861328
	Iteration 15Q: 3 clusters Score -7687906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -7687920.500000 Penalty: 1070.861328
	Iteration 16Q: 3 clusters Score -7687920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128874 members 
Entering Unmasked Estep 
Score: -7687932.000000 Penalty: 1070.861328
	Iteration 17Q: 3 clusters Score -7687932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -7687932.500000 Penalty: 1070.861328
	Iteration 18Q: 3 clusters Score -7687932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128884 members 
Entering Unmasked Estep 
Score: -7687935.500000 Penalty: 1070.861328
	Iteration 19Q: 3 clusters Score -7687936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -7687935.500000 Penalty: 1070.861328
	Iteration 20F: 3 clusters Score -7687936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -7687938.500000 Penalty: 1070.861328
	Iteration 21Q: 3 clusters Score -7687938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -7687939.000000 Penalty: 1070.861328
	Iteration 22Q: 3 clusters Score -7687939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -7687935.000000 Penalty: 1070.861328
	Iteration 23Q: 3 clusters Score -7687935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -7687937.500000 Penalty: 1070.861328
	Iteration 24Q: 3 clusters Score -7687938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128896 members 
Entering Unmasked Estep 
Score: -7687939.000000 Penalty: 1070.861328
	Iteration 25Q: 3 clusters Score -7687939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -7687942.500000 Penalty: 1070.861328
	Iteration 26Q: 3 clusters Score -7687942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128900 members 
Entering Unmasked Estep 
Score: -7687943.000000 Penalty: 1070.861328
	Iteration 27Q: 3 clusters Score -7687943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -7687949.500000 Penalty: 1070.861328
	Iteration 28Q: 3 clusters Score -7687950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -7687951.500000 Penalty: 1070.861328
	Iteration 29Q: 3 clusters Score -7687952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -7687949.500000 Penalty: 1070.861328
	Iteration 30Q: 3 clusters Score -7687950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -7687957.000000 Penalty: 1070.861328
	Iteration 31Q: 3 clusters Score -7687957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -7687951.500000 Penalty: 1070.861328
	Iteration 32Q: 3 clusters Score -7687952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -7687953.000000 Penalty: 1070.861328
	Iteration 33Q: 3 clusters Score -7687953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -7687952.500000 Penalty: 1070.861328
	Iteration 34Q: 3 clusters Score -7687952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -7687956.500000 Penalty: 1070.861328
	Iteration 35Q: 3 clusters Score -7687956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128912 members 
Entering Unmasked Estep 
Score: -7687950.000000 Penalty: 1070.861328
	Iteration 36Q: 3 clusters Score -7687950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128913 members 
Entering Unmasked Estep 
Score: -7687953.000000 Penalty: 1070.861328
	Iteration 37Q: 3 clusters Score -7687953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -7687952.500000 Penalty: 1070.861328
	Iteration 38Q: 3 clusters Score -7687952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -7687957.000000 Penalty: 1070.861328
	Iteration 39Q: 3 clusters Score -7687957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -7687957.000000 Penalty: 1070.861328
	Iteration 40F: 3 clusters Score -7687957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Entering Unmasked Estep 
Score: -7343760.000000 Penalty: 533.948486
	Iteration 0F: 2 clusters Score -7343760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -7259718.500000 Penalty: 1067.896973
	Iteration 0F: 3 clusters Score -7259718 nChanged 61032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -7296064.500000 Penalty: 1067.896973
	Iteration 1F: 3 clusters Score -7296064 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -7297593.000000 Penalty: 1067.896973
	Iteration 2Q: 3 clusters Score -7297593 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -7299778.500000 Penalty: 1067.896973
	Iteration 3Q: 3 clusters Score -7299778 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -7303258.500000 Penalty: 1067.896973
	Iteration 4F: 3 clusters Score -7303258 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -7308887.000000 Penalty: 1067.896973
	Iteration 5F: 3 clusters Score -7308887 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -7316458.000000 Penalty: 1067.896973
	Iteration 6F: 3 clusters Score -7316458 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -7324229.000000 Penalty: 1067.896973
	Iteration 7F: 3 clusters Score -7324229 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -7330386.500000 Penalty: 1067.896973
	Iteration 8F: 3 clusters Score -7330386 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -7334579.500000 Penalty: 1067.896973
	Iteration 9Q: 3 clusters Score -7334580 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -7337270.500000 Penalty: 1067.896973
	Iteration 10Q: 3 clusters Score -7337270 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -7339062.000000 Penalty: 1067.896973
	Iteration 11Q: 3 clusters Score -7339062 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -7340294.000000 Penalty: 1067.896973
	Iteration 12Q: 3 clusters Score -7340294 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -7341183.500000 Penalty: 1067.896973
	Iteration 13Q: 3 clusters Score -7341184 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 121398 members 
Entering Unmasked Estep 
Score: -7341817.500000 Penalty: 1067.896973
	Iteration 14Q: 3 clusters Score -7341818 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -7342279.000000 Penalty: 1067.896973
	Iteration 15Q: 3 clusters Score -7342279 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -7342615.000000 Penalty: 1067.896973
	Iteration 16Q: 3 clusters Score -7342615 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -7342879.000000 Penalty: 1067.896973
	Iteration 17Q: 3 clusters Score -7342879 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -7343092.000000 Penalty: 1067.896973
	Iteration 18Q: 3 clusters Score -7343092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -7343238.000000 Penalty: 1067.896973
	Iteration 19Q: 3 clusters Score -7343238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -7343286.500000 Penalty: 1067.896973
	Iteration 20F: 3 clusters Score -7343286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -7343310.500000 Penalty: 1067.896973
	Iteration 21Q: 3 clusters Score -7343310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -7343348.500000 Penalty: 1067.896973
	Iteration 22Q: 3 clusters Score -7343348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -7343363.000000 Penalty: 1067.896973
	Iteration 23Q: 3 clusters Score -7343363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -7343369.500000 Penalty: 1067.896973
	Iteration 24Q: 3 clusters Score -7343370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -7343370.500000 Penalty: 1067.896973
	Iteration 25Q: 3 clusters Score -7343370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -7343377.500000 Penalty: 1067.896973
	Iteration 26Q: 3 clusters Score -7343378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -7343389.000000 Penalty: 1067.896973
	Iteration 27Q: 3 clusters Score -7343389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -7343396.000000 Penalty: 1067.896973
	Iteration 28Q: 3 clusters Score -7343396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -7343397.500000 Penalty: 1067.896973
	Iteration 29Q: 3 clusters Score -7343398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -7343397.000000 Penalty: 1067.896973
	Iteration 30Q: 3 clusters Score -7343397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -7343398.000000 Penalty: 1067.896973
	Iteration 31Q: 3 clusters Score -7343398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -7343395.500000 Penalty: 1067.896973
	Iteration 32Q: 3 clusters Score -7343396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -7343398.500000 Penalty: 1067.896973
	Iteration 33Q: 3 clusters Score -7343398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -7343398.500000 Penalty: 1067.896973
	Iteration 34Q: 3 clusters Score -7343398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -7343400.000000 Penalty: 1067.896973
	Iteration 35Q: 3 clusters Score -7343400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -7343400.000000 Penalty: 1067.896973
	Iteration 36F: 3 clusters Score -7343400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Entering Unmasked Estep 
Score: -7484711.500000 Penalty: 533.683594
	Iteration 0F: 2 clusters Score -7484712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -7402508.000000 Penalty: 1067.367188
	Iteration 0F: 3 clusters Score -7402508 nChanged 60906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -7442294.000000 Penalty: 1067.367188
	Iteration 1F: 3 clusters Score -7442294 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -7447603.000000 Penalty: 1067.367188
	Iteration 2F: 3 clusters Score -7447603 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -7456294.000000 Penalty: 1067.367188
	Iteration 3F: 3 clusters Score -7456294 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -7467565.000000 Penalty: 1067.367188
	Iteration 4F: 3 clusters Score -7467565 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -7476629.500000 Penalty: 1067.367188
	Iteration 5F: 3 clusters Score -7476630 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -7480198.000000 Penalty: 1067.367188
	Iteration 6Q: 3 clusters Score -7480198 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -7481318.000000 Penalty: 1067.367188
	Iteration 7Q: 3 clusters Score -7481318 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -7481869.000000 Penalty: 1067.367188
	Iteration 8Q: 3 clusters Score -7481869 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 84497 members 
Entering Unmasked Estep 
Score: -7482166.000000 Penalty: 1067.367188
	Iteration 9Q: 3 clusters Score -7482166 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -7482345.000000 Penalty: 1067.367188
	Iteration 10Q: 3 clusters Score -7482345 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -7482534.500000 Penalty: 1067.367188
	Iteration 11Q: 3 clusters Score -7482534 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -7482600.000000 Penalty: 1067.367188
	Iteration 12Q: 3 clusters Score -7482600 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -7482646.500000 Penalty: 1067.367188
	Iteration 13Q: 3 clusters Score -7482646 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7482653 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7482714 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7482768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7482819 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7482852 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7482888 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7482926 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7482954 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7482996 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -7483017.000000 Penalty: 1067.367188
	Iteration 23Q: 3 clusters Score -7483017 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -7483013.500000 Penalty: 1067.367188
	Iteration 24Q: 3 clusters Score -7483014 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7483050 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7483060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7483120 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -7483157.500000 Penalty: 1067.367188
	Iteration 28Q: 3 clusters Score -7483158 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7483171 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7483198 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -7483225.000000 Penalty: 1067.367188
	Iteration 31Q: 3 clusters Score -7483225 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7483262 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7483319 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7483331 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7483346 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7483370 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -7483423.500000 Penalty: 1067.367188
	Iteration 37Q: 3 clusters Score -7483424 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7483458 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7483478 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -7483516.000000 Penalty: 1067.367188
	Iteration 40F: 3 clusters Score -7483516 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7483544 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7483612 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7483655 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7483707 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7483711 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -7483733.000000 Penalty: 1067.367188
	Iteration 46Q: 3 clusters Score -7483733 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7483771 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7483796 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7483826 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7483937 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7483988 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -7484016.500000 Penalty: 1067.367188
	Iteration 52Q: 3 clusters Score -7484016 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7484077 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -7484119.000000 Penalty: 1067.367188
	Iteration 54Q: 3 clusters Score -7484119 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -7484185.500000 Penalty: 1067.367188
	Iteration 55Q: 3 clusters Score -7484186 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -7484206.000000 Penalty: 1067.367188
	Iteration 56Q: 3 clusters Score -7484206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -7484247.000000 Penalty: 1067.367188
	Iteration 57Q: 3 clusters Score -7484247 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -7484280.000000 Penalty: 1067.367188
	Iteration 58Q: 3 clusters Score -7484280 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -7484322.000000 Penalty: 1067.367188
	Iteration 59Q: 3 clusters Score -7484322 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -7484384.000000 Penalty: 1067.367188
	Iteration 60F: 3 clusters Score -7484384 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -7484445.000000 Penalty: 1067.367188
	Iteration 61Q: 3 clusters Score -7484445 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7484490 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7484574 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7484601 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7484618 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7484623 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -7484643.000000 Penalty: 1067.367188
	Iteration 67Q: 3 clusters Score -7484643 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -7484682.000000 Penalty: 1067.367188
	Iteration 68Q: 3 clusters Score -7484682 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -7484702.000000 Penalty: 1067.367188
	Iteration 69Q: 3 clusters Score -7484702 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -7484743.500000 Penalty: 1067.367188
	Iteration 70Q: 3 clusters Score -7484744 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -7484797.000000 Penalty: 1067.367188
	Iteration 71Q: 3 clusters Score -7484797 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7484818 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -7484879.000000 Penalty: 1067.367188
	Iteration 73Q: 3 clusters Score -7484879 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -7484919.000000 Penalty: 1067.367188
	Iteration 74Q: 3 clusters Score -7484919 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -7484968.000000 Penalty: 1067.367188
	Iteration 75Q: 3 clusters Score -7484968 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7484982 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7484992 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 107333 members 
Entering Unmasked Estep 
Score: -7485028.000000 Penalty: 1067.367188
	Iteration 78Q: 3 clusters Score -7485028 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -7485024.000000 Penalty: 1067.367188
	Iteration 79Q: 3 clusters Score -7485024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7485044 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7485084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7485071 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7485054 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -7485059.000000 Penalty: 1067.367188
	Iteration 84Q: 3 clusters Score -7485059 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7485024 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -7485039.000000 Penalty: 1067.367188
	Iteration 86Q: 3 clusters Score -7485039 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7485054 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7485048 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -7485027.000000 Penalty: 1067.367188
	Iteration 89Q: 3 clusters Score -7485027 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 111648 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7485044 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7485036 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7485028 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -7485011.000000 Penalty: 1067.367188
	Iteration 93Q: 3 clusters Score -7485011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 112811 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7485016 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -7485015.500000 Penalty: 1067.367188
	Iteration 95Q: 3 clusters Score -7485016 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 113352 members 
Entering Unmasked Estep 
Score: -7485023.000000 Penalty: 1067.367188
	Iteration 96Q: 3 clusters Score -7485023 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -7485032.500000 Penalty: 1067.367188
	Iteration 97Q: 3 clusters Score -7485032 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -7485018.000000 Penalty: 1067.367188
	Iteration 98Q: 3 clusters Score -7485018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -7484990.000000 Penalty: 1067.367188
	Iteration 99Q: 3 clusters Score -7484990 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -7484959.000000 Penalty: 1067.367188
	Iteration 100F: 3 clusters Score -7484959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -7484954.500000 Penalty: 1067.367188
	Iteration 101Q: 3 clusters Score -7484954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -7484962.500000 Penalty: 1067.367188
	Iteration 102Q: 3 clusters Score -7484962 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -7484978.500000 Penalty: 1067.367188
	Iteration 103Q: 3 clusters Score -7484978 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -7484939.500000 Penalty: 1067.367188
	Iteration 104Q: 3 clusters Score -7484940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7484924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7484911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7484909 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7484912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 116183 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7484906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 116315 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7484896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7484890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 116590 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7484898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 116721 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7484882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7484880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7484898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7484902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7484896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7484888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7484902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7484872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7484848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7484836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 117550 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7484830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7484830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7484826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 117686 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7484816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7484812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7484788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7484770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7484774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7484756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 117958 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7484747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7484748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 118080 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7484724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7484728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7484708 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7484702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7484703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 118336 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7484684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7484682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7484670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7484682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7484684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7484679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7484665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7484659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7484654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 118708 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7484659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7484644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7484647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 118868 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7484637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7484606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7484610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7484611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7484615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 119127 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7484609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7484604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7484607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7484605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7484596 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7484601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7484604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7484590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7484596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7484587 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 119823 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7484592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7484576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7484570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7484583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7484578 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7484577 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 120318 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7484560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7484553 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 120450 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7484552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7484552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7484554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7484550 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7484540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7484544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7484540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7484534 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3110 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7484526 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3040 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7484544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7484546 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7484564 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7484557 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 121323 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7484560 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7484556 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 121403 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7484560 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 121430 members 
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	Iteration 191Q: 3 clusters Score -7484557 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7484544 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
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	Iteration 193Q: 3 clusters Score -7484544 nChanged 22
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Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 121500 members 
Entering Unmasked Estep 
Score: -7484534.000000 Penalty: 1067.367188
	Iteration 194Q: 3 clusters Score -7484534 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 121516 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7484532 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 121531 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7484524 nChanged 20
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7484515 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7484498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7484507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 121635 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7484500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7484492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7484496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 121685 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7484497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7484492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7484492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 121728 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7484490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 121741 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7484491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7484491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -7484487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7484486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 121792 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7484502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7484506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7484507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7484509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7484507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7484508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7484510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7484501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7484500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7484502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7484502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 121936 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7484498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7484502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7484509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 121977 members 
Entering Unmasked Estep 
Score: -7484512.000000 Penalty: 1067.367188
	Iteration 225Q: 3 clusters Score -7484512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 121988 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -7484510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7484502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7484498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7484503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 122053 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7484510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7484514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7484518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7484513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -7484515.000000 Penalty: 1067.367188
	Iteration 234Q: 3 clusters Score -7484515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7484529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7484532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7484528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 122267 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7484529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -7484526.500000 Penalty: 1067.367188
	Iteration 239Q: 3 clusters Score -7484526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -7484523.000000 Penalty: 1067.367188
	Iteration 240F: 3 clusters Score -7484523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7484518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7484528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -7484527.000000 Penalty: 1067.367188
	Iteration 243Q: 3 clusters Score -7484527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -7484530.000000 Penalty: 1067.367188
	Iteration 244Q: 3 clusters Score -7484530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7484538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 122454 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7484538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -7484535.000000 Penalty: 1067.367188
	Iteration 247Q: 3 clusters Score -7484535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7484535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -7484536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -7484539.000000 Penalty: 1067.367188
	Iteration 250Q: 3 clusters Score -7484539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 122526 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7484528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -7484528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -7484538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -7484532.000000 Penalty: 1067.367188
	Iteration 254Q: 3 clusters Score -7484532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -7484536.000000 Penalty: 1067.367188
	Iteration 255Q: 3 clusters Score -7484536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -7484522.500000 Penalty: 1067.367188
	Iteration 256Q: 3 clusters Score -7484522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -7484527.500000 Penalty: 1067.367188
	Iteration 257Q: 3 clusters Score -7484528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
Score: -7484529.000000 Penalty: 1067.367188
	Iteration 258Q: 3 clusters Score -7484529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -7484528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -7484515.000000 Penalty: 1067.367188
	Iteration 260F: 3 clusters Score -7484515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -7484517.500000 Penalty: 1067.367188
	Iteration 261Q: 3 clusters Score -7484518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -7484520.500000 Penalty: 1067.367188
	Iteration 262Q: 3 clusters Score -7484520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 122726 members 
Entering Unmasked Estep 
Score: -7484511.000000 Penalty: 1067.367188
	Iteration 263Q: 3 clusters Score -7484511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -7484518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -7484520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -7484514.500000 Penalty: 1067.367188
	Iteration 266Q: 3 clusters Score -7484514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -7484510.000000 Penalty: 1067.367188
	Iteration 267Q: 3 clusters Score -7484510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -7484503.500000 Penalty: 1067.367188
	Iteration 268Q: 3 clusters Score -7484504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -7484500.500000 Penalty: 1067.367188
	Iteration 269Q: 3 clusters Score -7484500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -7484500.000000 Penalty: 1067.367188
	Iteration 270Q: 3 clusters Score -7484500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -7484495.000000 Penalty: 1067.367188
	Iteration 271Q: 3 clusters Score -7484495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -7484494.000000 Penalty: 1067.367188
	Iteration 272Q: 3 clusters Score -7484494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -7484498.000000 Penalty: 1067.367188
	Iteration 273Q: 3 clusters Score -7484498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -7484498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -7484500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -7484502.500000 Penalty: 1067.367188
	Iteration 276Q: 3 clusters Score -7484502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -7484498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -7484494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 122944 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -7484502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -7484497.000000 Penalty: 1067.367188
	Iteration 280F: 3 clusters Score -7484497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -7484497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -7484493.500000 Penalty: 1067.367188
	Iteration 282Q: 3 clusters Score -7484494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -7484496.500000 Penalty: 1067.367188
	Iteration 283Q: 3 clusters Score -7484496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -7484497.000000 Penalty: 1067.367188
	Iteration 284Q: 3 clusters Score -7484497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -7484491.500000 Penalty: 1067.367188
	Iteration 285Q: 3 clusters Score -7484492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -7484490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
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	Iteration 287F: 3 clusters Score -7484490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -231744.687500 Penalty: 376.367065
	Iteration 0F: 2 clusters Score -231744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -229048.765625 Penalty: 752.734131
	Iteration 0F: 3 clusters Score -229048.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -230244.203125 Penalty: 752.734131
	Iteration 1F: 3 clusters Score -230244.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -230506.281250 Penalty: 752.734131
	Iteration 2F: 3 clusters Score -230506.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -230722.984375 Penalty: 752.734131
	Iteration 3F: 3 clusters Score -230723 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -230881.109375 Penalty: 752.734131
	Iteration 4F: 3 clusters Score -230881.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -230998.218750 Penalty: 752.734131
	Iteration 5F: 3 clusters Score -230998.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -231088.296875 Penalty: 752.734131
	Iteration 6Q: 3 clusters Score -231088.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -231162.984375 Penalty: 752.734131
	Iteration 7Q: 3 clusters Score -231163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -231211.281250 Penalty: 752.734131
	Iteration 8Q: 3 clusters Score -231211.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -231260.453125 Penalty: 752.734131
	Iteration 9Q: 3 clusters Score -231260.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -231320.359375 Penalty: 752.734131
	Iteration 10Q: 3 clusters Score -231320.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231376.968750 Penalty: 752.734131
	Iteration 11Q: 3 clusters Score -231377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -231418.171875 Penalty: 752.734131
	Iteration 12Q: 3 clusters Score -231418.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231450.875000 Penalty: 752.734131
	Iteration 13Q: 3 clusters Score -231450.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -231477.828125 Penalty: 752.734131
	Iteration 14Q: 3 clusters Score -231477.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231508.140625 Penalty: 752.734131
	Iteration 15Q: 3 clusters Score -231508.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -231545.156250 Penalty: 752.734131
	Iteration 16Q: 3 clusters Score -231545.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231561.203125 Penalty: 752.734131
	Iteration 17Q: 3 clusters Score -231561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -231567.921875 Penalty: 752.734131
	Iteration 18Q: 3 clusters Score -231567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -231573.796875 Penalty: 752.734131
	Iteration 19Q: 3 clusters Score -231573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231585.437500 Penalty: 752.734131
	Iteration 20F: 3 clusters Score -231585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -231593.640625 Penalty: 752.734131
	Iteration 21Q: 3 clusters Score -231593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231599.875000 Penalty: 752.734131
	Iteration 22Q: 3 clusters Score -231599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -231605.343750 Penalty: 752.734131
	Iteration 23Q: 3 clusters Score -231605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -231607.781250 Penalty: 752.734131
	Iteration 24Q: 3 clusters Score -231607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231608.687500 Penalty: 752.734131
	Iteration 25Q: 3 clusters Score -231608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -231609.937500 Penalty: 752.734131
	Iteration 26Q: 3 clusters Score -231609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231610.750000 Penalty: 752.734131
	Iteration 27Q: 3 clusters Score -231610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231612.312500 Penalty: 752.734131
	Iteration 28Q: 3 clusters Score -231612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -231614.390625 Penalty: 752.734131
	Iteration 29Q: 3 clusters Score -231614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -231617.546875 Penalty: 752.734131
	Iteration 30Q: 3 clusters Score -231617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -231619.875000 Penalty: 752.734131
	Iteration 31Q: 3 clusters Score -231619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -231620.062500 Penalty: 752.734131
	Iteration 32Q: 3 clusters Score -231620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -231620.703125 Penalty: 752.734131
	Iteration 33Q: 3 clusters Score -231620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -231620.890625 Penalty: 752.734131
	Iteration 34Q: 3 clusters Score -231620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231620.953125 Penalty: 752.734131
	Iteration 35Q: 3 clusters Score -231621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -231621.578125 Penalty: 752.734131
	Iteration 36Q: 3 clusters Score -231621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -231621.593750 Penalty: 752.734131
	Iteration 37Q: 3 clusters Score -231621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -231621.921875 Penalty: 752.734131
	Iteration 38Q: 3 clusters Score -231621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -231622.640625 Penalty: 752.734131
	Iteration 39Q: 3 clusters Score -231622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -231623.390625 Penalty: 752.734131
	Iteration 40F: 3 clusters Score -231623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -231624.453125 Penalty: 752.734131
	Iteration 41Q: 3 clusters Score -231624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -231626.281250 Penalty: 752.734131
	Iteration 42Q: 3 clusters Score -231626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -231628.312500 Penalty: 752.734131
	Iteration 43Q: 3 clusters Score -231628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -231630.656250 Penalty: 752.734131
	Iteration 44Q: 3 clusters Score -231630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -231633.203125 Penalty: 752.734131
	Iteration 45Q: 3 clusters Score -231633.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -231635.796875 Penalty: 752.734131
	Iteration 46Q: 3 clusters Score -231635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -231637.062500 Penalty: 752.734131
	Iteration 47Q: 3 clusters Score -231637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -231640.031250 Penalty: 752.734131
	Iteration 48Q: 3 clusters Score -231640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -231641.453125 Penalty: 752.734131
	Iteration 49Q: 3 clusters Score -231641.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -231643.453125 Penalty: 752.734131
	Iteration 50Q: 3 clusters Score -231643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -231645.203125 Penalty: 752.734131
	Iteration 51Q: 3 clusters Score -231645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -231645.468750 Penalty: 752.734131
	Iteration 52Q: 3 clusters Score -231645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -231646.531250 Penalty: 752.734131
	Iteration 53Q: 3 clusters Score -231646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -231646.937500 Penalty: 752.734131
	Iteration 54Q: 3 clusters Score -231646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -231646.937500 Penalty: 752.734131
	Iteration 55Q: 3 clusters Score -231646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -231646.937500 Penalty: 752.734131
	Iteration 56F: 3 clusters Score -231646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -499659.781250 Penalty: 410.471710
	Iteration 0F: 2 clusters Score -499659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -494165.750000 Penalty: 820.943420
	Iteration 0F: 3 clusters Score -494165.8 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -496300.500000 Penalty: 820.943420
	Iteration 1F: 3 clusters Score -496300.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -496517.031250 Penalty: 820.943420
	Iteration 2F: 3 clusters Score -496517 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -496831.687500 Penalty: 820.943420
	Iteration 3F: 3 clusters Score -496831.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -497202.875000 Penalty: 820.943420
	Iteration 4F: 3 clusters Score -497202.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -497542.250000 Penalty: 820.943420
	Iteration 5F: 3 clusters Score -497542.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -497787.687500 Penalty: 820.943420
	Iteration 6F: 3 clusters Score -497787.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -497919.875000 Penalty: 820.943420
	Iteration 7Q: 3 clusters Score -497919.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -497958.968750 Penalty: 820.943420
	Iteration 8Q: 3 clusters Score -497959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -497975.437500 Penalty: 820.943420
	Iteration 9Q: 3 clusters Score -497975.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -497985.625000 Penalty: 820.943420
	Iteration 10Q: 3 clusters Score -497985.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -497996.031250 Penalty: 820.943420
	Iteration 11Q: 3 clusters Score -497996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -498005.750000 Penalty: 820.943420
	Iteration 12Q: 3 clusters Score -498005.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -498014.875000 Penalty: 820.943420
	Iteration 13Q: 3 clusters Score -498014.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -498024.593750 Penalty: 820.943420
	Iteration 14Q: 3 clusters Score -498024.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -498034.812500 Penalty: 820.943420
	Iteration 15Q: 3 clusters Score -498034.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -498047.093750 Penalty: 820.943420
	Iteration 16Q: 3 clusters Score -498047.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -498061.375000 Penalty: 820.943420
	Iteration 17Q: 3 clusters Score -498061.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -498072.500000 Penalty: 820.943420
	Iteration 18Q: 3 clusters Score -498072.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -498080.781250 Penalty: 820.943420
	Iteration 19Q: 3 clusters Score -498080.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -498089.750000 Penalty: 820.943420
	Iteration 20F: 3 clusters Score -498089.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -498101.156250 Penalty: 820.943420
	Iteration 21Q: 3 clusters Score -498101.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -498117.031250 Penalty: 820.943420
	Iteration 22Q: 3 clusters Score -498117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -498144.281250 Penalty: 820.943420
	Iteration 23Q: 3 clusters Score -498144.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -498168.687500 Penalty: 820.943420
	Iteration 24Q: 3 clusters Score -498168.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -498197.406250 Penalty: 820.943420
	Iteration 25Q: 3 clusters Score -498197.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -498229.875000 Penalty: 820.943420
	Iteration 26Q: 3 clusters Score -498229.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498264.250000 Penalty: 820.943420
	Iteration 27Q: 3 clusters Score -498264.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -498309.656250 Penalty: 820.943420
	Iteration 28Q: 3 clusters Score -498309.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498351.312500 Penalty: 820.943420
	Iteration 29Q: 3 clusters Score -498351.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -498396.656250 Penalty: 820.943420
	Iteration 30Q: 3 clusters Score -498396.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -498443.937500 Penalty: 820.943420
	Iteration 31Q: 3 clusters Score -498443.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -498501.906250 Penalty: 820.943420
	Iteration 32Q: 3 clusters Score -498501.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498562.531250 Penalty: 820.943420
	Iteration 33Q: 3 clusters Score -498562.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -498638.500000 Penalty: 820.943420
	Iteration 34Q: 3 clusters Score -498638.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -498723.031250 Penalty: 820.943420
	Iteration 35Q: 3 clusters Score -498723 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -498790.187500 Penalty: 820.943420
	Iteration 36Q: 3 clusters Score -498790.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -498838.312500 Penalty: 820.943420
	Iteration 37Q: 3 clusters Score -498838.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -498882.062500 Penalty: 820.943420
	Iteration 38Q: 3 clusters Score -498882.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -498930.031250 Penalty: 820.943420
	Iteration 39Q: 3 clusters Score -498930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -498980.812500 Penalty: 820.943420
	Iteration 40F: 3 clusters Score -498980.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -499037.156250 Penalty: 820.943420
	Iteration 41Q: 3 clusters Score -499037.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -499090.812500 Penalty: 820.943420
	Iteration 42Q: 3 clusters Score -499090.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -499137.125000 Penalty: 820.943420
	Iteration 43Q: 3 clusters Score -499137.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -499182.718750 Penalty: 820.943420
	Iteration 44Q: 3 clusters Score -499182.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -499214.968750 Penalty: 820.943420
	Iteration 45Q: 3 clusters Score -499215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -499243.875000 Penalty: 820.943420
	Iteration 46Q: 3 clusters Score -499243.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -499265.968750 Penalty: 820.943420
	Iteration 47Q: 3 clusters Score -499266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -499283.968750 Penalty: 820.943420
	Iteration 48Q: 3 clusters Score -499284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -499294.625000 Penalty: 820.943420
	Iteration 49Q: 3 clusters Score -499294.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -499303.968750 Penalty: 820.943420
	Iteration 50Q: 3 clusters Score -499304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -499312.406250 Penalty: 820.943420
	Iteration 51Q: 3 clusters Score -499312.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -499323.843750 Penalty: 820.943420
	Iteration 52Q: 3 clusters Score -499323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -499329.375000 Penalty: 820.943420
	Iteration 53Q: 3 clusters Score -499329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -499331.968750 Penalty: 820.943420
	Iteration 54Q: 3 clusters Score -499332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -499334.406250 Penalty: 820.943420
	Iteration 55Q: 3 clusters Score -499334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -499337.031250 Penalty: 820.943420
	Iteration 56Q: 3 clusters Score -499337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -499337.031250 Penalty: 820.943420
	Iteration 57F: 3 clusters Score -499337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14759.853516 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14759.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14403.159180 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14403.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14531.124023 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14531.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14584.980469 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14584.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14621.217773 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14621.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14637.749023 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14637.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14647.885742 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14647.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14649.960938 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14649.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14650.824219 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14650.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14652.048828 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14652.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14653.195312 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14653.556641 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -14653.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14653.556641 Penalty: 525.201111
	Iteration 11F: 3 clusters Score -14653.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -86101.617188 Penalty: 339.583038
	Iteration 0F: 2 clusters Score -86101.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85002.460938 Penalty: 679.166077
	Iteration 0F: 3 clusters Score -85002.46 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -86734.585938 Penalty: 679.166077
	Iteration 1F: 3 clusters Score -86734.59 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87519.515625 Penalty: 679.166077
	Iteration 2F: 3 clusters Score -87519.52 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87855.523438 Penalty: 679.166077
	Iteration 3F: 3 clusters Score -87855.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87920.054688 Penalty: 679.166077
	Iteration 4Q: 3 clusters Score -87920.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87962.226562 Penalty: 679.166077
	Iteration 5Q: 3 clusters Score -87962.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88001.828125 Penalty: 679.166077
	Iteration 6Q: 3 clusters Score -88001.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88114.828125 Penalty: 679.166077
	Iteration 7Q: 3 clusters Score -88114.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88421.953125 Penalty: 679.166077
	Iteration 8Q: 3 clusters Score -88421.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88686.937500 Penalty: 679.166077
	Iteration 9Q: 3 clusters Score -88686.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88812.343750 Penalty: 679.166077
	Iteration 10Q: 3 clusters Score -88812.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88837.351562 Penalty: 679.166077
	Iteration 11Q: 3 clusters Score -88837.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88848.546875 Penalty: 679.166077
	Iteration 12Q: 3 clusters Score -88848.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88848.281250 Penalty: 679.166077
	Iteration 13Q: 3 clusters Score -88848.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88849.148438 Penalty: 679.166077
	Iteration 14Q: 3 clusters Score -88849.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88850.453125 Penalty: 679.166077
	Iteration 15Q: 3 clusters Score -88850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88850.453125 Penalty: 679.166077
	Iteration 16F: 3 clusters Score -88850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Entering Unmasked Estep 
Score: -58183640.000000 Penalty: 28321.095703
Splitting cluster 22 changes total score from -58175220.000000 to -58183640.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -54146.695312 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -54146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53374.984375 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -53374.98 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -53638.121094 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -53638.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53716.171875 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -53716.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53761.589844 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -53761.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53785.050781 Penalty: 623.457825
	Iteration 4Q: 3 clusters Score -53785.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53804.406250 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -53804.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53826.613281 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -53826.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53856.023438 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -53856.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53897.332031 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -53897.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53926.769531 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -53926.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53941.750000 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -53941.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53950.582031 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -53950.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53959.535156 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -53959.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53966.675781 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -53966.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53968.710938 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -53968.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53971.093750 Penalty: 623.457825
	Iteration 15Q: 3 clusters Score -53971.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53975.074219 Penalty: 623.457825
	Iteration 16Q: 3 clusters Score -53975.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53977.437500 Penalty: 623.457825
	Iteration 17Q: 3 clusters Score -53977.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53981.316406 Penalty: 623.457825
	Iteration 18Q: 3 clusters Score -53981.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53981.996094 Penalty: 623.457825
	Iteration 19Q: 3 clusters Score -53982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53982.671875 Penalty: 623.457825
	Iteration 20F: 3 clusters Score -53982.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53983.902344 Penalty: 623.457825
	Iteration 21Q: 3 clusters Score -53983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53984.187500 Penalty: 623.457825
	Iteration 22Q: 3 clusters Score -53984.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53984.187500 Penalty: 623.457825
	Iteration 23F: 3 clusters Score -53984.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -198983.468750 Penalty: 369.228973
	Iteration 0F: 2 clusters Score -198983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -196678.484375 Penalty: 738.457947
	Iteration 0F: 3 clusters Score -196678.5 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -197651.046875 Penalty: 738.457947
	Iteration 1F: 3 clusters Score -197651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -197860.796875 Penalty: 738.457947
	Iteration 2F: 3 clusters Score -197860.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -198085.203125 Penalty: 738.457947
	Iteration 3F: 3 clusters Score -198085.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -198268.937500 Penalty: 738.457947
	Iteration 4F: 3 clusters Score -198268.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -198433.093750 Penalty: 738.457947
	Iteration 5F: 3 clusters Score -198433.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -198570.734375 Penalty: 738.457947
	Iteration 6Q: 3 clusters Score -198570.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -198645.843750 Penalty: 738.457947
	Iteration 7Q: 3 clusters Score -198645.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -198709.156250 Penalty: 738.457947
	Iteration 8Q: 3 clusters Score -198709.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -198768.078125 Penalty: 738.457947
	Iteration 9Q: 3 clusters Score -198768.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -198810.890625 Penalty: 738.457947
	Iteration 10Q: 3 clusters Score -198810.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -198844.953125 Penalty: 738.457947
	Iteration 11Q: 3 clusters Score -198845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -198875.593750 Penalty: 738.457947
	Iteration 12Q: 3 clusters Score -198875.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -198908.312500 Penalty: 738.457947
	Iteration 13Q: 3 clusters Score -198908.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -198936.343750 Penalty: 738.457947
	Iteration 14Q: 3 clusters Score -198936.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -198958.109375 Penalty: 738.457947
	Iteration 15Q: 3 clusters Score -198958.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -198981.656250 Penalty: 738.457947
	Iteration 16Q: 3 clusters Score -198981.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -198995.921875 Penalty: 738.457947
	Iteration 17Q: 3 clusters Score -198995.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -199007.937500 Penalty: 738.457947
	Iteration 18Q: 3 clusters Score -199007.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -199015.703125 Penalty: 738.457947
	Iteration 19Q: 3 clusters Score -199015.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -199020.343750 Penalty: 738.457947
	Iteration 20F: 3 clusters Score -199020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -199023.250000 Penalty: 738.457947
	Iteration 21Q: 3 clusters Score -199023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -199024.796875 Penalty: 738.457947
	Iteration 22Q: 3 clusters Score -199024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -199024.328125 Penalty: 738.457947
	Iteration 23Q: 3 clusters Score -199024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -199025.468750 Penalty: 738.457947
	Iteration 24Q: 3 clusters Score -199025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -199026.437500 Penalty: 738.457947
	Iteration 25Q: 3 clusters Score -199026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -199028.671875 Penalty: 738.457947
	Iteration 26Q: 3 clusters Score -199028.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -199030.937500 Penalty: 738.457947
	Iteration 27Q: 3 clusters Score -199030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -199033.468750 Penalty: 738.457947
	Iteration 28Q: 3 clusters Score -199033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -199035.687500 Penalty: 738.457947
	Iteration 29Q: 3 clusters Score -199035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -199038.781250 Penalty: 738.457947
	Iteration 30Q: 3 clusters Score -199038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -199045.843750 Penalty: 738.457947
	Iteration 31Q: 3 clusters Score -199045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -199050.859375 Penalty: 738.457947
	Iteration 32Q: 3 clusters Score -199050.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -199056.593750 Penalty: 738.457947
	Iteration 33Q: 3 clusters Score -199056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -199059.875000 Penalty: 738.457947
	Iteration 34Q: 3 clusters Score -199059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -199061.046875 Penalty: 738.457947
	Iteration 35Q: 3 clusters Score -199061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -199065.171875 Penalty: 738.457947
	Iteration 36Q: 3 clusters Score -199065.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -199077.000000 Penalty: 738.457947
	Iteration 37Q: 3 clusters Score -199077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -199084.625000 Penalty: 738.457947
	Iteration 38Q: 3 clusters Score -199084.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -199100.578125 Penalty: 738.457947
	Iteration 39Q: 3 clusters Score -199100.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -199121.656250 Penalty: 738.457947
	Iteration 40F: 3 clusters Score -199121.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -199139.312500 Penalty: 738.457947
	Iteration 41Q: 3 clusters Score -199139.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -199160.140625 Penalty: 738.457947
	Iteration 42Q: 3 clusters Score -199160.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -199191.796875 Penalty: 738.457947
	Iteration 43Q: 3 clusters Score -199191.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -199233.406250 Penalty: 738.457947
	Iteration 44Q: 3 clusters Score -199233.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -199289.546875 Penalty: 738.457947
	Iteration 45Q: 3 clusters Score -199289.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -199332.078125 Penalty: 738.457947
	Iteration 46Q: 3 clusters Score -199332.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -199352.640625 Penalty: 738.457947
	Iteration 47Q: 3 clusters Score -199352.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -199363.078125 Penalty: 738.457947
	Iteration 48Q: 3 clusters Score -199363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -199367.875000 Penalty: 738.457947
	Iteration 49Q: 3 clusters Score -199367.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -199371.406250 Penalty: 738.457947
	Iteration 50Q: 3 clusters Score -199371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -199374.671875 Penalty: 738.457947
	Iteration 51Q: 3 clusters Score -199374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -199379.265625 Penalty: 738.457947
	Iteration 52Q: 3 clusters Score -199379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -199383.718750 Penalty: 738.457947
	Iteration 53Q: 3 clusters Score -199383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -199386.218750 Penalty: 738.457947
	Iteration 54Q: 3 clusters Score -199386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -199387.203125 Penalty: 738.457947
	Iteration 55Q: 3 clusters Score -199387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -199387.734375 Penalty: 738.457947
	Iteration 56Q: 3 clusters Score -199387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -199387.906250 Penalty: 738.457947
	Iteration 57F: 3 clusters Score -199387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -199387.593750 Penalty: 738.457947
	Iteration 58Q: 3 clusters Score -199387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -199387.593750 Penalty: 738.457947
	Iteration 59F: 3 clusters Score -199387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Entering Unmasked Estep 
Score: -58183708.000000 Penalty: 28950.453125
Splitting cluster 24 changes total score from -58175220.000000 to -58183708.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -528285.187500 Penalty: 412.639801
	Iteration 0F: 2 clusters Score -528285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -522475.468750 Penalty: 825.279602
	Iteration 0F: 3 clusters Score -522475.5 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -524825.312500 Penalty: 825.279602
	Iteration 1F: 3 clusters Score -524825.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -525035.187500 Penalty: 825.279602
	Iteration 2F: 3 clusters Score -525035.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -525329.125000 Penalty: 825.279602
	Iteration 3F: 3 clusters Score -525329.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -525784.812500 Penalty: 825.279602
	Iteration 4F: 3 clusters Score -525784.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -526411.937500 Penalty: 825.279602
	Iteration 5F: 3 clusters Score -526411.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -527019.875000 Penalty: 825.279602
	Iteration 6F: 3 clusters Score -527019.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -527421.000000 Penalty: 825.279602
	Iteration 7F: 3 clusters Score -527421 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -527621.625000 Penalty: 825.279602
	Iteration 8Q: 3 clusters Score -527621.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -527691.750000 Penalty: 825.279602
	Iteration 9Q: 3 clusters Score -527691.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -527713.250000 Penalty: 825.279602
	Iteration 10Q: 3 clusters Score -527713.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -527726.937500 Penalty: 825.279602
	Iteration 11Q: 3 clusters Score -527726.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -527737.625000 Penalty: 825.279602
	Iteration 12Q: 3 clusters Score -527737.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -527747.937500 Penalty: 825.279602
	Iteration 13Q: 3 clusters Score -527747.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -527754.750000 Penalty: 825.279602
	Iteration 14Q: 3 clusters Score -527754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -527758.250000 Penalty: 825.279602
	Iteration 15Q: 3 clusters Score -527758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -527762.562500 Penalty: 825.279602
	Iteration 16Q: 3 clusters Score -527762.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -527766.062500 Penalty: 825.279602
	Iteration 17Q: 3 clusters Score -527766.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -527769.687500 Penalty: 825.279602
	Iteration 18Q: 3 clusters Score -527769.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -527773.437500 Penalty: 825.279602
	Iteration 19Q: 3 clusters Score -527773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -527776.875000 Penalty: 825.279602
	Iteration 20F: 3 clusters Score -527776.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -527779.375000 Penalty: 825.279602
	Iteration 21Q: 3 clusters Score -527779.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -527781.875000 Penalty: 825.279602
	Iteration 22Q: 3 clusters Score -527781.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -527784.562500 Penalty: 825.279602
	Iteration 23Q: 3 clusters Score -527784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -527784.500000 Penalty: 825.279602
	Iteration 24Q: 3 clusters Score -527784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -527788.625000 Penalty: 825.279602
	Iteration 25Q: 3 clusters Score -527788.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -527791.125000 Penalty: 825.279602
	Iteration 26Q: 3 clusters Score -527791.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -527792.812500 Penalty: 825.279602
	Iteration 27Q: 3 clusters Score -527792.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -527795.437500 Penalty: 825.279602
	Iteration 28Q: 3 clusters Score -527795.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -527798.812500 Penalty: 825.279602
	Iteration 29Q: 3 clusters Score -527798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -527801.625000 Penalty: 825.279602
	Iteration 30Q: 3 clusters Score -527801.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -527803.937500 Penalty: 825.279602
	Iteration 31Q: 3 clusters Score -527803.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -527805.812500 Penalty: 825.279602
	Iteration 32Q: 3 clusters Score -527805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -527806.187500 Penalty: 825.279602
	Iteration 33Q: 3 clusters Score -527806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -527808.562500 Penalty: 825.279602
	Iteration 34Q: 3 clusters Score -527808.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -527811.812500 Penalty: 825.279602
	Iteration 35Q: 3 clusters Score -527811.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -527813.187500 Penalty: 825.279602
	Iteration 36Q: 3 clusters Score -527813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -527814.125000 Penalty: 825.279602
	Iteration 37Q: 3 clusters Score -527814.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -527815.562500 Penalty: 825.279602
	Iteration 38Q: 3 clusters Score -527815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -527816.625000 Penalty: 825.279602
	Iteration 39Q: 3 clusters Score -527816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -527817.812500 Penalty: 825.279602
	Iteration 40F: 3 clusters Score -527817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -527819.562500 Penalty: 825.279602
	Iteration 41Q: 3 clusters Score -527819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -527821.937500 Penalty: 825.279602
	Iteration 42Q: 3 clusters Score -527821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -527822.000000 Penalty: 825.279602
	Iteration 43Q: 3 clusters Score -527822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -527823.500000 Penalty: 825.279602
	Iteration 44Q: 3 clusters Score -527823.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -527825.625000 Penalty: 825.279602
	Iteration 45Q: 3 clusters Score -527825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -527825.750000 Penalty: 825.279602
	Iteration 46Q: 3 clusters Score -527825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -527827.187500 Penalty: 825.279602
	Iteration 47Q: 3 clusters Score -527827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -527828.937500 Penalty: 825.279602
	Iteration 48Q: 3 clusters Score -527828.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -527831.875000 Penalty: 825.279602
	Iteration 49Q: 3 clusters Score -527831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -527834.500000 Penalty: 825.279602
	Iteration 50Q: 3 clusters Score -527834.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -527835.875000 Penalty: 825.279602
	Iteration 51Q: 3 clusters Score -527835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -527838.187500 Penalty: 825.279602
	Iteration 52Q: 3 clusters Score -527838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -527838.062500 Penalty: 825.279602
	Iteration 53Q: 3 clusters Score -527838.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -527838.437500 Penalty: 825.279602
	Iteration 54Q: 3 clusters Score -527838.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -527840.437500 Penalty: 825.279602
	Iteration 55Q: 3 clusters Score -527840.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -527842.375000 Penalty: 825.279602
	Iteration 56Q: 3 clusters Score -527842.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -527843.625000 Penalty: 825.279602
	Iteration 57Q: 3 clusters Score -527843.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -527846.687500 Penalty: 825.279602
	Iteration 58Q: 3 clusters Score -527846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -527849.562500 Penalty: 825.279602
	Iteration 59Q: 3 clusters Score -527849.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -527851.875000 Penalty: 825.279602
	Iteration 60F: 3 clusters Score -527851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -527853.937500 Penalty: 825.279602
	Iteration 61Q: 3 clusters Score -527853.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -527857.500000 Penalty: 825.279602
	Iteration 62Q: 3 clusters Score -527857.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -527861.187500 Penalty: 825.279602
	Iteration 63Q: 3 clusters Score -527861.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -527866.687500 Penalty: 825.279602
	Iteration 64Q: 3 clusters Score -527866.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -527870.625000 Penalty: 825.279602
	Iteration 65Q: 3 clusters Score -527870.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -527874.062500 Penalty: 825.279602
	Iteration 66Q: 3 clusters Score -527874.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -527879.062500 Penalty: 825.279602
	Iteration 67Q: 3 clusters Score -527879.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -527884.000000 Penalty: 825.279602
	Iteration 68Q: 3 clusters Score -527884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -527890.812500 Penalty: 825.279602
	Iteration 69Q: 3 clusters Score -527890.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -527896.875000 Penalty: 825.279602
	Iteration 70Q: 3 clusters Score -527896.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -527903.062500 Penalty: 825.279602
	Iteration 71Q: 3 clusters Score -527903.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -527908.875000 Penalty: 825.279602
	Iteration 72Q: 3 clusters Score -527908.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -527918.812500 Penalty: 825.279602
	Iteration 73Q: 3 clusters Score -527918.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -527927.687500 Penalty: 825.279602
	Iteration 74Q: 3 clusters Score -527927.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -527940.875000 Penalty: 825.279602
	Iteration 75Q: 3 clusters Score -527940.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -527950.312500 Penalty: 825.279602
	Iteration 76Q: 3 clusters Score -527950.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -527959.687500 Penalty: 825.279602
	Iteration 77Q: 3 clusters Score -527959.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -527967.750000 Penalty: 825.279602
	Iteration 78Q: 3 clusters Score -527967.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -527975.000000 Penalty: 825.279602
	Iteration 79Q: 3 clusters Score -527975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -527979.437500 Penalty: 825.279602
	Iteration 80F: 3 clusters Score -527979.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -527986.062500 Penalty: 825.279602
	Iteration 81Q: 3 clusters Score -527986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -527990.625000 Penalty: 825.279602
	Iteration 82Q: 3 clusters Score -527990.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -527996.062500 Penalty: 825.279602
	Iteration 83Q: 3 clusters Score -527996.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -528001.437500 Penalty: 825.279602
	Iteration 84Q: 3 clusters Score -528001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -528005.625000 Penalty: 825.279602
	Iteration 85Q: 3 clusters Score -528005.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -528008.187500 Penalty: 825.279602
	Iteration 86Q: 3 clusters Score -528008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -528009.687500 Penalty: 825.279602
	Iteration 87Q: 3 clusters Score -528009.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -528012.437500 Penalty: 825.279602
	Iteration 88Q: 3 clusters Score -528012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -528013.500000 Penalty: 825.279602
	Iteration 89Q: 3 clusters Score -528013.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -528013.875000 Penalty: 825.279602
	Iteration 90Q: 3 clusters Score -528013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -528016.250000 Penalty: 825.279602
	Iteration 91Q: 3 clusters Score -528016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -528016.937500 Penalty: 825.279602
	Iteration 92Q: 3 clusters Score -528016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -528017.187500 Penalty: 825.279602
	Iteration 93Q: 3 clusters Score -528017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -528019.437500 Penalty: 825.279602
	Iteration 94Q: 3 clusters Score -528019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -528020.750000 Penalty: 825.279602
	Iteration 95Q: 3 clusters Score -528020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -528022.562500 Penalty: 825.279602
	Iteration 96Q: 3 clusters Score -528022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -528023.312500 Penalty: 825.279602
	Iteration 97Q: 3 clusters Score -528023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -528024.125000 Penalty: 825.279602
	Iteration 98Q: 3 clusters Score -528024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -528024.687500 Penalty: 825.279602
	Iteration 99Q: 3 clusters Score -528024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -528025.875000 Penalty: 825.279602
	Iteration 100F: 3 clusters Score -528025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -528024.937500 Penalty: 825.279602
	Iteration 101Q: 3 clusters Score -528024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -528025.625000 Penalty: 825.279602
	Iteration 102Q: 3 clusters Score -528025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -528026.000000 Penalty: 825.279602
	Iteration 103Q: 3 clusters Score -528026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -528026.312500 Penalty: 825.279602
	Iteration 104Q: 3 clusters Score -528026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -528025.500000 Penalty: 825.279602
	Iteration 105Q: 3 clusters Score -528025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -528025.937500 Penalty: 825.279602
	Iteration 106Q: 3 clusters Score -528025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -528025.812500 Penalty: 825.279602
	Iteration 107Q: 3 clusters Score -528025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -528025.812500 Penalty: 825.279602
	Iteration 108F: 3 clusters Score -528025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -71511.953125 Penalty: 324.163757
	Iteration 0F: 2 clusters Score -71511.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70531.765625 Penalty: 648.327515
	Iteration 0F: 3 clusters Score -70531.77 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70801.429688 Penalty: 648.327515
	Iteration 1F: 3 clusters Score -70801.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -70846.429688 Penalty: 648.327515
	Iteration 2F: 3 clusters Score -70846.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -70883.804688 Penalty: 648.327515
	Iteration 3Q: 3 clusters Score -70883.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70908.640625 Penalty: 648.327515
	Iteration 4Q: 3 clusters Score -70908.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -70940.929688 Penalty: 648.327515
	Iteration 5Q: 3 clusters Score -70940.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -70980.195312 Penalty: 648.327515
	Iteration 6Q: 3 clusters Score -70980.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71016.953125 Penalty: 648.327515
	Iteration 7Q: 3 clusters Score -71016.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71056.976562 Penalty: 648.327515
	Iteration 8Q: 3 clusters Score -71056.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71087.328125 Penalty: 648.327515
	Iteration 9Q: 3 clusters Score -71087.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -71111.648438 Penalty: 648.327515
	Iteration 10Q: 3 clusters Score -71111.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71126.523438 Penalty: 648.327515
	Iteration 11Q: 3 clusters Score -71126.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -71132.460938 Penalty: 648.327515
	Iteration 12Q: 3 clusters Score -71132.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71134.015625 Penalty: 648.327515
	Iteration 13Q: 3 clusters Score -71134.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71135.820312 Penalty: 648.327515
	Iteration 14Q: 3 clusters Score -71135.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71136.898438 Penalty: 648.327515
	Iteration 15Q: 3 clusters Score -71136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71137.382812 Penalty: 648.327515
	Iteration 16Q: 3 clusters Score -71137.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71138.039062 Penalty: 648.327515
	Iteration 17Q: 3 clusters Score -71138.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71138.101562 Penalty: 648.327515
	Iteration 18Q: 3 clusters Score -71138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71138.218750 Penalty: 648.327515
	Iteration 19Q: 3 clusters Score -71138.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71138.812500 Penalty: 648.327515
	Iteration 20F: 3 clusters Score -71138.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71139.070312 Penalty: 648.327515
	Iteration 21Q: 3 clusters Score -71139.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71139.171875 Penalty: 648.327515
	Iteration 22Q: 3 clusters Score -71139.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71139.171875 Penalty: 648.327515
	Iteration 23F: 3 clusters Score -71139.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -26275.558594 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -26275.56 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 282 members 
Entering Unmasked Estep 
Score: -25792.939453 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -25792.94 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26172.199219 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -26172.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26278.984375 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -26278.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26347.642578 Penalty: 572.869202
	Iteration 3F: 3 clusters Score -26347.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26411.212891 Penalty: 572.869202
	Iteration 4F: 3 clusters Score -26411.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26457.212891 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -26457.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26487.724609 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -26487.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26496.365234 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -26496.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26501.033203 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -26501.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26503.908203 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -26503.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26504.125000 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -26504.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26506.933594 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -26506.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26509.798828 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -26509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26512.699219 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -26512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26515.187500 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -26515.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26515.453125 Penalty: 572.869202
	Iteration 15Q: 3 clusters Score -26515.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26515.453125 Penalty: 572.869202
	Iteration 16F: 3 clusters Score -26515.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Entering Unmasked Estep 
Score: -58183632.000000 Penalty: 29579.810547
Splitting cluster 27 changes total score from -58175220.000000 to -58183632.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -126600.554688 Penalty: 351.058411
	Iteration 0F: 2 clusters Score -126600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -125155.203125 Penalty: 702.116821
	Iteration 0F: 3 clusters Score -125155.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -126804.453125 Penalty: 702.116821
	Iteration 1F: 3 clusters Score -126804.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -127419.953125 Penalty: 702.116821
	Iteration 2F: 3 clusters Score -127420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127679.804688 Penalty: 702.116821
	Iteration 3F: 3 clusters Score -127679.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -127807.671875 Penalty: 702.116821
	Iteration 4F: 3 clusters Score -127807.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -127879.414062 Penalty: 702.116821
	Iteration 5Q: 3 clusters Score -127879.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -127942.953125 Penalty: 702.116821
	Iteration 6Q: 3 clusters Score -127943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128003.195312 Penalty: 702.116821
	Iteration 7Q: 3 clusters Score -128003.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -128131.078125 Penalty: 702.116821
	Iteration 8Q: 3 clusters Score -128131.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128309.179688 Penalty: 702.116821
	Iteration 9Q: 3 clusters Score -128309.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -128451.343750 Penalty: 702.116821
	Iteration 10Q: 3 clusters Score -128451.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -128506.039062 Penalty: 702.116821
	Iteration 11Q: 3 clusters Score -128506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -128499.671875 Penalty: 702.116821
	Iteration 12Q: 3 clusters Score -128499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -128510.648438 Penalty: 702.116821
	Iteration 13Q: 3 clusters Score -128510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -128495.914062 Penalty: 702.116821
	Iteration 14Q: 3 clusters Score -128495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -128508.835938 Penalty: 702.116821
	Iteration 15Q: 3 clusters Score -128508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -128508.828125 Penalty: 702.116821
	Iteration 16Q: 3 clusters Score -128508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -128508.382812 Penalty: 702.116821
	Iteration 17Q: 3 clusters Score -128508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -128511.984375 Penalty: 702.116821
	Iteration 18Q: 3 clusters Score -128512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -128512.437500 Penalty: 702.116821
	Iteration 19Q: 3 clusters Score -128512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128517.765625 Penalty: 702.116821
	Iteration 20F: 3 clusters Score -128517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -128520.273438 Penalty: 702.116821
	Iteration 21Q: 3 clusters Score -128520.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -128523.984375 Penalty: 702.116821
	Iteration 22Q: 3 clusters Score -128524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -128522.648438 Penalty: 702.116821
	Iteration 23Q: 3 clusters Score -128522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -128522.750000 Penalty: 702.116821
	Iteration 24Q: 3 clusters Score -128522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -128525.109375 Penalty: 702.116821
	Iteration 25Q: 3 clusters Score -128525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -128518.890625 Penalty: 702.116821
	Iteration 26Q: 3 clusters Score -128518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -128518.890625 Penalty: 702.116821
	Iteration 27F: 3 clusters Score -128518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 482 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Entering Unmasked Estep 
Score: -58185460.000000 Penalty: 30209.167969
Splitting cluster 28 changes total score from -58175220.000000 to -58185460.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 29 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -26136.632812 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -26136.63 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 228 members 
Entering Unmasked Estep 
Score: -25659.792969 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -25659.79 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25915.923828 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -25915.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26043.894531 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -26043.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26099.033203 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -26099.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26124.855469 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -26124.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26142.923828 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -26142.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26151.728516 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -26151.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26154.603516 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -26154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26155.152344 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -26155.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26156.291016 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -26156.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26156.097656 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -26156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26156.097656 Penalty: 562.192932
	Iteration 11F: 3 clusters Score -26156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 200 members 
Entering Unmasked Estep 
Score: -58185176.000000 Penalty: 30838.527344
Splitting cluster 29 changes total score from -58175220.000000 to -58185176.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -91633.304688 Penalty: 333.144165
	Iteration 0F: 2 clusters Score -91633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -90538.109375 Penalty: 666.288330
	Iteration 0F: 3 clusters Score -90538.11 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91083.585938 Penalty: 666.288330
	Iteration 1F: 3 clusters Score -91083.59 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91324.273438 Penalty: 666.288330
	Iteration 2F: 3 clusters Score -91324.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91488.945312 Penalty: 666.288330
	Iteration 3F: 3 clusters Score -91488.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91574.843750 Penalty: 666.288330
	Iteration 4F: 3 clusters Score -91574.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -91603.984375 Penalty: 666.288330
	Iteration 5Q: 3 clusters Score -91603.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -91635.593750 Penalty: 666.288330
	Iteration 6Q: 3 clusters Score -91635.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91665.015625 Penalty: 666.288330
	Iteration 7Q: 3 clusters Score -91665.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91688.726562 Penalty: 666.288330
	Iteration 8Q: 3 clusters Score -91688.73 nChanged 25
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: -91708.289062 Penalty: 666.288330
	Iteration 9Q: 3 clusters Score -91708.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91725.796875 Penalty: 666.288330
	Iteration 10Q: 3 clusters Score -91725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91736.093750 Penalty: 666.288330
	Iteration 11Q: 3 clusters Score -91736.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -91739.320312 Penalty: 666.288330
	Iteration 12Q: 3 clusters Score -91739.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -91740.718750 Penalty: 666.288330
	Iteration 13Q: 3 clusters Score -91740.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -91742.117188 Penalty: 666.288330
	Iteration 14Q: 3 clusters Score -91742.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -91742.750000 Penalty: 666.288330
	Iteration 15Q: 3 clusters Score -91742.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91742.875000 Penalty: 666.288330
	Iteration 16Q: 3 clusters Score -91742.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91742.875000 Penalty: 666.288330
	Iteration 17F: 3 clusters Score -91742.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 200 members 
Mstep: Class 50 contains 692 members 
Entering Unmasked Estep 
Score: -58185028.000000 Penalty: 31467.884766
Splitting cluster 30 changes total score from -58175220.000000 to -58185028.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (29079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Entering Unmasked Estep 
Score: -1762051.375000 Penalty: 467.638611
	Iteration 0F: 2 clusters Score -1762051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1742450.250000 Penalty: 935.277222
	Iteration 0F: 3 clusters Score -1742450 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1750818.000000 Penalty: 935.277222
	Iteration 1F: 3 clusters Score -1750818 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1751689.500000 Penalty: 935.277222
	Iteration 2F: 3 clusters Score -1751690 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1753046.625000 Penalty: 935.277222
	Iteration 3F: 3 clusters Score -1753047 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1755090.625000 Penalty: 935.277222
	Iteration 4F: 3 clusters Score -1755091 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -1757375.250000 Penalty: 935.277222
	Iteration 5F: 3 clusters Score -1757375 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -1759150.750000 Penalty: 935.277222
	Iteration 6F: 3 clusters Score -1759151 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1760112.875000 Penalty: 935.277222
	Iteration 7Q: 3 clusters Score -1760113 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -1760524.125000 Penalty: 935.277222
	Iteration 8Q: 3 clusters Score -1760524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1760735.625000 Penalty: 935.277222
	Iteration 9Q: 3 clusters Score -1760736 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1760911.875000 Penalty: 935.277222
	Iteration 10Q: 3 clusters Score -1760912 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -1761044.875000 Penalty: 935.277222
	Iteration 11Q: 3 clusters Score -1761045 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -1761146.625000 Penalty: 935.277222
	Iteration 12Q: 3 clusters Score -1761147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -1761231.375000 Penalty: 935.277222
	Iteration 13Q: 3 clusters Score -1761231 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1761306.125000 Penalty: 935.277222
	Iteration 14Q: 3 clusters Score -1761306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1761357.750000 Penalty: 935.277222
	Iteration 15Q: 3 clusters Score -1761358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -1761399.125000 Penalty: 935.277222
	Iteration 16Q: 3 clusters Score -1761399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -1761434.875000 Penalty: 935.277222
	Iteration 17Q: 3 clusters Score -1761435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -1761455.250000 Penalty: 935.277222
	Iteration 18Q: 3 clusters Score -1761455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -1761481.000000 Penalty: 935.277222
	Iteration 19Q: 3 clusters Score -1761481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -1761510.375000 Penalty: 935.277222
	Iteration 20F: 3 clusters Score -1761510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -1761535.125000 Penalty: 935.277222
	Iteration 21Q: 3 clusters Score -1761535 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -1761557.250000 Penalty: 935.277222
	Iteration 22Q: 3 clusters Score -1761557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -1761578.750000 Penalty: 935.277222
	Iteration 23Q: 3 clusters Score -1761579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -1761599.375000 Penalty: 935.277222
	Iteration 24Q: 3 clusters Score -1761599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -1761610.875000 Penalty: 935.277222
	Iteration 25Q: 3 clusters Score -1761611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -1761625.125000 Penalty: 935.277222
	Iteration 26Q: 3 clusters Score -1761625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -1761634.125000 Penalty: 935.277222
	Iteration 27Q: 3 clusters Score -1761634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -1761640.000000 Penalty: 935.277222
	Iteration 28Q: 3 clusters Score -1761640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -1761647.625000 Penalty: 935.277222
	Iteration 29Q: 3 clusters Score -1761648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -1761654.875000 Penalty: 935.277222
	Iteration 30Q: 3 clusters Score -1761655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -1761665.000000 Penalty: 935.277222
	Iteration 31Q: 3 clusters Score -1761665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -1761671.125000 Penalty: 935.277222
	Iteration 32Q: 3 clusters Score -1761671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1761679.250000 Penalty: 935.277222
	Iteration 33Q: 3 clusters Score -1761679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -1761693.750000 Penalty: 935.277222
	Iteration 34Q: 3 clusters Score -1761694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -1761702.375000 Penalty: 935.277222
	Iteration 35Q: 3 clusters Score -1761702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -1761712.625000 Penalty: 935.277222
	Iteration 36Q: 3 clusters Score -1761713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -1761728.125000 Penalty: 935.277222
	Iteration 37Q: 3 clusters Score -1761728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -1761745.750000 Penalty: 935.277222
	Iteration 38Q: 3 clusters Score -1761746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -1761748.250000 Penalty: 935.277222
	Iteration 39Q: 3 clusters Score -1761748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -1761761.375000 Penalty: 935.277222
	Iteration 40F: 3 clusters Score -1761761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -1761765.125000 Penalty: 935.277222
	Iteration 41Q: 3 clusters Score -1761765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -1761769.000000 Penalty: 935.277222
	Iteration 42Q: 3 clusters Score -1761769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -1761771.375000 Penalty: 935.277222
	Iteration 43Q: 3 clusters Score -1761771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1761773.250000 Penalty: 935.277222
	Iteration 44Q: 3 clusters Score -1761773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -1761773.500000 Penalty: 935.277222
	Iteration 45Q: 3 clusters Score -1761774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -1761774.750000 Penalty: 935.277222
	Iteration 46Q: 3 clusters Score -1761775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -1761775.875000 Penalty: 935.277222
	Iteration 47Q: 3 clusters Score -1761776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -1761776.250000 Penalty: 935.277222
	Iteration 48Q: 3 clusters Score -1761776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -1761775.000000 Penalty: 935.277222
	Iteration 49Q: 3 clusters Score -1761775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -1761774.625000 Penalty: 935.277222
	Iteration 50Q: 3 clusters Score -1761775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -1761774.375000 Penalty: 935.277222
	Iteration 51Q: 3 clusters Score -1761774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -1761774.375000 Penalty: 935.277222
	Iteration 52F: 3 clusters Score -1761774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -140602.703125 Penalty: 359.580017
	Iteration 0F: 2 clusters Score -140602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -138655.406250 Penalty: 719.160034
	Iteration 0F: 3 clusters Score -138655.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -139444.875000 Penalty: 719.160034
	Iteration 1F: 3 clusters Score -139444.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -139619.515625 Penalty: 719.160034
	Iteration 2F: 3 clusters Score -139619.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -139774.703125 Penalty: 719.160034
	Iteration 3F: 3 clusters Score -139774.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -139908.281250 Penalty: 719.160034
	Iteration 4F: 3 clusters Score -139908.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -140012.968750 Penalty: 719.160034
	Iteration 5F: 3 clusters Score -140013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -140094.265625 Penalty: 719.160034
	Iteration 6Q: 3 clusters Score -140094.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -140136.062500 Penalty: 719.160034
	Iteration 7Q: 3 clusters Score -140136.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -140164.718750 Penalty: 719.160034
	Iteration 8Q: 3 clusters Score -140164.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -140183.734375 Penalty: 719.160034
	Iteration 9Q: 3 clusters Score -140183.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -140197.500000 Penalty: 719.160034
	Iteration 10Q: 3 clusters Score -140197.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -140210.625000 Penalty: 719.160034
	Iteration 11Q: 3 clusters Score -140210.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -140217.734375 Penalty: 719.160034
	Iteration 12Q: 3 clusters Score -140217.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -140222.421875 Penalty: 719.160034
	Iteration 13Q: 3 clusters Score -140222.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -140227.296875 Penalty: 719.160034
	Iteration 14Q: 3 clusters Score -140227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -140230.125000 Penalty: 719.160034
	Iteration 15Q: 3 clusters Score -140230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -140232.593750 Penalty: 719.160034
	Iteration 16Q: 3 clusters Score -140232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -140237.046875 Penalty: 719.160034
	Iteration 17Q: 3 clusters Score -140237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -140242.125000 Penalty: 719.160034
	Iteration 18Q: 3 clusters Score -140242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -140247.343750 Penalty: 719.160034
	Iteration 19Q: 3 clusters Score -140247.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -140251.953125 Penalty: 719.160034
	Iteration 20F: 3 clusters Score -140252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -140257.734375 Penalty: 719.160034
	Iteration 21Q: 3 clusters Score -140257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -140264.140625 Penalty: 719.160034
	Iteration 22Q: 3 clusters Score -140264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -140272.078125 Penalty: 719.160034
	Iteration 23Q: 3 clusters Score -140272.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -140279.843750 Penalty: 719.160034
	Iteration 24Q: 3 clusters Score -140279.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -140299.187500 Penalty: 719.160034
	Iteration 25Q: 3 clusters Score -140299.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -140330.625000 Penalty: 719.160034
	Iteration 26Q: 3 clusters Score -140330.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -140358.359375 Penalty: 719.160034
	Iteration 27Q: 3 clusters Score -140358.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -140378.609375 Penalty: 719.160034
	Iteration 28Q: 3 clusters Score -140378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -140394.562500 Penalty: 719.160034
	Iteration 29Q: 3 clusters Score -140394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -140403.703125 Penalty: 719.160034
	Iteration 30Q: 3 clusters Score -140403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -140408.765625 Penalty: 719.160034
	Iteration 31Q: 3 clusters Score -140408.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -140416.375000 Penalty: 719.160034
	Iteration 32Q: 3 clusters Score -140416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140420.375000 Penalty: 719.160034
	Iteration 33Q: 3 clusters Score -140420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140422.953125 Penalty: 719.160034
	Iteration 34Q: 3 clusters Score -140423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140423.968750 Penalty: 719.160034
	Iteration 35Q: 3 clusters Score -140424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140425.093750 Penalty: 719.160034
	Iteration 36Q: 3 clusters Score -140425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140425.343750 Penalty: 719.160034
	Iteration 37Q: 3 clusters Score -140425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140426.187500 Penalty: 719.160034
	Iteration 38Q: 3 clusters Score -140426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140427.187500 Penalty: 719.160034
	Iteration 39Q: 3 clusters Score -140427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140428.312500 Penalty: 719.160034
	Iteration 40F: 3 clusters Score -140428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140429.109375 Penalty: 719.160034
	Iteration 41Q: 3 clusters Score -140429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140429.296875 Penalty: 719.160034
	Iteration 42Q: 3 clusters Score -140429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140429.500000 Penalty: 719.160034
	Iteration 43Q: 3 clusters Score -140429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140429.500000 Penalty: 719.160034
	Iteration 44F: 3 clusters Score -140429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -42869.093750 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -42869.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42196.687500 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -42196.69 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -42980.933594 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -42980.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43298.632812 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -43298.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43543.425781 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -43543.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43628.457031 Penalty: 624.320435
	Iteration 4Q: 3 clusters Score -43628.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43677.488281 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -43677.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43760.195312 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -43760.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -43923.960938 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -43923.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -44126.500000 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -44126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -44194.828125 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -44194.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44232.144531 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -44232.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44243.382812 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -44243.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44244.652344 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -44244.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44245.574219 Penalty: 624.320435
	Iteration 13F: 3 clusters Score -44245.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44248.515625 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -44248.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44248.937500 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -44248.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -44244.320312 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -44244.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44248.378906 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -44248.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44248.378906 Penalty: 624.320435
	Iteration 18F: 3 clusters Score -44248.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 200 members 
Mstep: Class 50 contains 692 members 
Mstep: Class 51 contains 447 members 
Entering Unmasked Estep 
Score: -58185932.000000 Penalty: 32097.242188
Splitting cluster 33 changes total score from -58175220.000000 to -58185932.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -79193.460938 Penalty: 331.209015
	Iteration 0F: 2 clusters Score -79193.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -78152.195312 Penalty: 662.418030
	Iteration 0F: 3 clusters Score -78152.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78807.406250 Penalty: 662.418030
	Iteration 1F: 3 clusters Score -78807.41 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -79033.609375 Penalty: 662.418030
	Iteration 2F: 3 clusters Score -79033.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -79131.039062 Penalty: 662.418030
	Iteration 3F: 3 clusters Score -79131.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -79196.476562 Penalty: 662.418030
	Iteration 4Q: 3 clusters Score -79196.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79242.726562 Penalty: 662.418030
	Iteration 5Q: 3 clusters Score -79242.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79271.000000 Penalty: 662.418030
	Iteration 6Q: 3 clusters Score -79271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79285.421875 Penalty: 662.418030
	Iteration 7Q: 3 clusters Score -79285.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79301.500000 Penalty: 662.418030
	Iteration 8Q: 3 clusters Score -79301.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79314.570312 Penalty: 662.418030
	Iteration 9Q: 3 clusters Score -79314.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79328.507812 Penalty: 662.418030
	Iteration 10Q: 3 clusters Score -79328.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79339.468750 Penalty: 662.418030
	Iteration 11Q: 3 clusters Score -79339.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79341.796875 Penalty: 662.418030
	Iteration 12Q: 3 clusters Score -79341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79344.375000 Penalty: 662.418030
	Iteration 13Q: 3 clusters Score -79344.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79349.109375 Penalty: 662.418030
	Iteration 14Q: 3 clusters Score -79349.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79351.914062 Penalty: 662.418030
	Iteration 15Q: 3 clusters Score -79351.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79351.187500 Penalty: 662.418030
	Iteration 16Q: 3 clusters Score -79351.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79353.257812 Penalty: 662.418030
	Iteration 17Q: 3 clusters Score -79353.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79353.257812 Penalty: 662.418030
	Iteration 18F: 3 clusters Score -79353.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 200 members 
Mstep: Class 50 contains 692 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 462 members 
Entering Unmasked Estep 
Score: -58185784.000000 Penalty: 32726.599609
Splitting cluster 34 changes total score from -58175220.000000 to -58185784.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 35 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -28670.511719 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -28670.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27994.736328 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -27994.74 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28483.314453 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -28483.31 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28776.007812 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -28776.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29063.826172 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -29063.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29372.011719 Penalty: 611.430176
	Iteration 4F: 3 clusters Score -29372.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -29449.412109 Penalty: 611.430176
	Iteration 5F: 3 clusters Score -29449.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29480.802734 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -29480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29501.808594 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -29501.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29510.546875 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -29510.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29520.402344 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -29520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29532.509766 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -29532.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29550.689453 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -29550.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29573.267578 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -29573.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29622.314453 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -29622.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29655.291016 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -29655.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29670.095703 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -29670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29687.582031 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -29687.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29714.376953 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -29714.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29727.265625 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -29727.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29730.958984 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -29730.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29733.859375 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -29733.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29735.132812 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -29735.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29735.896484 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -29735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29736.615234 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -29736.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29736.615234 Penalty: 611.430176
	Iteration 24F: 3 clusters Score -29736.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 492 members 
Mstep: Class 36 contains 13216 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 6469 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 505 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 185 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 200 members 
Mstep: Class 50 contains 692 members 
Mstep: Class 51 contains 447 members 
Mstep: Class 52 contains 462 members 
Mstep: Class 53 contains 336 members 
Entering Unmasked Estep 
Score: -58186532.000000 Penalty: 33355.957031
Splitting cluster 35 changes total score from -58175220.000000 to -58186532.000000
So it's getting split into cluster 53.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 29461 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 72717 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 112549 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 129018 members 
Mstep: Class 17 contains 124883 members 
Mstep: Class 18 contains 124158 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 282 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 507 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58189152.000000 Penalty: 33355.957031
Iteration 119Q: 54 clusters Score -5.818915e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159028 members 
Mstep: Class 2 contains 30166 members 
Mstep: Class 3 contains 110366 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 72861 members 
Mstep: Class 6 contains 295 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 112431 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 9253 members 
Mstep: Class 11 contains 45298 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 128854 members 
Mstep: Class 17 contains 125181 members 
Mstep: Class 18 contains 124160 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 8384 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 897 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 1226 members 
Mstep: Class 27 contains 368 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 816 members 
Mstep: Class 31 contains 28547 members 
Mstep: Class 32 contains 2682 members 
Mstep: Class 33 contains 544 members 
Mstep: Class 34 contains 993 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 13090 members 
Mstep: Class 37 contains 689 members 
Mstep: Class 38 contains 219 members 
Mstep: Class 39 contains 292 members 
Mstep: Class 40 contains 314 members 
Mstep: Class 41 contains 542 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 6234 members 
Mstep: Class 44 contains 841 members 
Mstep: Class 45 contains 473 members 
Mstep: Class 46 contains 2458 members 
Mstep: Class 47 contains 182 members 
Mstep: Class 48 contains 1057 members 
Mstep: Class 49 contains 197 members 
Mstep: Class 50 contains 696 members 
Mstep: Class 51 contains 427 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191084.000000 Penalty: 33355.957031
Iteration 120F: 54 clusters Score -5.819108e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 159048 members 
Mstep: Class 2 contains 30405 members 
Mstep: Class 3 contains 109818 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 72863 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 112372 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 45784 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 16 contains 128766 members 
Mstep: Class 17 contains 125420 members 
Mstep: Class 18 contains 124150 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 937 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 8576 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 805 members 
Mstep: Class 31 contains 27990 members 
Mstep: Class 32 contains 2664 members 
Mstep: Class 33 contains 557 members 
Mstep: Class 34 contains 975 members 
Mstep: Class 35 contains 482 members 
Mstep: Class 36 contains 13356 members 
Mstep: Class 37 contains 763 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 542 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 6206 members 
Mstep: Class 44 contains 851 members 
Mstep: Class 45 contains 480 members 
Mstep: Class 46 contains 2465 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 1034 members 
Mstep: Class 49 contains 203 members 
Mstep: Class 50 contains 702 members 
Mstep: Class 51 contains 420 members 
Mstep: Class 52 contains 401 members 
Mstep: Class 53 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58191812.000000 Penalty: 33355.957031
Iteration 121Q: 54 clusters Score -5.819181e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 30606 members 
Mstep: Class 3 contains 109381 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 72864 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 112321 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 46252 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 128680 members 
Mstep: Class 17 contains 125676 members 
Mstep: Class 18 contains 124153 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 8394 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 936 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 8572 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 350 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 261 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 27401 members 
Mstep: Class 32 contains 2674 members 
Mstep: Class 33 contains 559 members 
Mstep: Class 34 contains 974 members 
Mstep: Class 35 contains 472 members 
Mstep: Class 36 contains 13553 members 
Mstep: Class 37 contains 812 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 314 members 
Mstep: Class 41 contains 537 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 6174 members 
Mstep: Class 44 contains 860 members 
Mstep: Class 45 contains 493 members 
Mstep: Class 46 contains 2459 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 1003 members 
Mstep: Class 49 contains 209 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 412 members 
Mstep: Class 52 contains 386 members 
Mstep: Class 53 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58192608.000000 Penalty: 33355.957031
Iteration 122Q: 54 clusters Score -5.819261e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 30740 members 
Mstep: Class 3 contains 109030 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 72877 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 112237 members 
Mstep: Class 9 contains 254 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 624 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 128648 members 
Mstep: Class 17 contains 125941 members 
Mstep: Class 18 contains 124144 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1248 members 
Mstep: Class 23 contains 938 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 8585 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 26842 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 979 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 13727 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 310 members 
Mstep: Class 41 contains 534 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 6144 members 
Mstep: Class 44 contains 865 members 
Mstep: Class 45 contains 511 members 
Mstep: Class 46 contains 2450 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 984 members 
Mstep: Class 49 contains 214 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 373 members 
Mstep: Class 53 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193096.000000 Penalty: 33355.957031
Iteration 123Q: 54 clusters Score -5.81931e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159080 members 
Mstep: Class 2 contains 30855 members 
Mstep: Class 3 contains 108685 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 72886 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 112247 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 47061 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 781 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 128566 members 
Mstep: Class 17 contains 126177 members 
Mstep: Class 18 contains 124144 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 1234 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 242 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 26326 members 
Mstep: Class 32 contains 2693 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 982 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 13876 members 
Mstep: Class 37 contains 893 members 
Mstep: Class 38 contains 258 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 301 members 
Mstep: Class 41 contains 530 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6124 members 
Mstep: Class 44 contains 868 members 
Mstep: Class 45 contains 539 members 
Mstep: Class 46 contains 2449 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 962 members 
Mstep: Class 49 contains 216 members 
Mstep: Class 50 contains 709 members 
Mstep: Class 51 contains 410 members 
Mstep: Class 52 contains 363 members 
Mstep: Class 53 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193552.000000 Penalty: 33355.957031
Iteration 124Q: 54 clusters Score -5.819355e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 30939 members 
Mstep: Class 3 contains 108285 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112277 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 8927 members 
Mstep: Class 11 contains 47465 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 128521 members 
Mstep: Class 17 contains 126385 members 
Mstep: Class 18 contains 124139 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 951 members 
Mstep: Class 25 contains 8629 members 
Mstep: Class 26 contains 1169 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 233 members 
Mstep: Class 30 contains 800 members 
Mstep: Class 31 contains 25864 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 592 members 
Mstep: Class 34 contains 989 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 13997 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 259 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 287 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6114 members 
Mstep: Class 44 contains 873 members 
Mstep: Class 45 contains 562 members 
Mstep: Class 46 contains 2441 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 945 members 
Mstep: Class 49 contains 216 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193992.000000 Penalty: 33355.957031
Iteration 125Q: 54 clusters Score -5.819399e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 31004 members 
Mstep: Class 3 contains 107890 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 72877 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112325 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 8872 members 
Mstep: Class 11 contains 47867 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 799 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 128471 members 
Mstep: Class 17 contains 126613 members 
Mstep: Class 18 contains 124130 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 8525 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 1204 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 8666 members 
Mstep: Class 26 contains 1164 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 25409 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 14098 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 309 members 
Mstep: Class 40 contains 275 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6114 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 573 members 
Mstep: Class 46 contains 2434 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 215 members 
Mstep: Class 50 contains 709 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 354 members 
Mstep: Class 53 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194208.000000 Penalty: 33355.957031
Iteration 126Q: 54 clusters Score -5.819421e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 31087 members 
Mstep: Class 3 contains 107506 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 344 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112363 members 
Mstep: Class 9 contains 254 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 48288 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 1455 members 
Mstep: Class 16 contains 128425 members 
Mstep: Class 17 contains 126824 members 
Mstep: Class 18 contains 124118 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1186 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 812 members 
Mstep: Class 31 contains 24934 members 
Mstep: Class 32 contains 2716 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 14181 members 
Mstep: Class 37 contains 997 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 273 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6110 members 
Mstep: Class 44 contains 877 members 
Mstep: Class 45 contains 581 members 
Mstep: Class 46 contains 2428 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 213 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 350 members 
Mstep: Class 53 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194268.000000 Penalty: 33355.957031
Iteration 127Q: 54 clusters Score -5.819427e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 31171 members 
Mstep: Class 3 contains 107168 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 72866 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112380 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 8757 members 
Mstep: Class 11 contains 48721 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 815 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 128376 members 
Mstep: Class 17 contains 127037 members 
Mstep: Class 18 contains 124107 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 812 members 
Mstep: Class 31 contains 24478 members 
Mstep: Class 32 contains 2721 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 993 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 14244 members 
Mstep: Class 37 contains 1027 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 275 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 878 members 
Mstep: Class 45 contains 587 members 
Mstep: Class 46 contains 2417 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 212 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194528.000000 Penalty: 33355.957031
Iteration 128Q: 54 clusters Score -5.819453e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 31233 members 
Mstep: Class 3 contains 106892 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 72865 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112385 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8703 members 
Mstep: Class 11 contains 49094 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 128338 members 
Mstep: Class 17 contains 127267 members 
Mstep: Class 18 contains 124097 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 8593 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1182 members 
Mstep: Class 29 contains 214 members 
Mstep: Class 30 contains 812 members 
Mstep: Class 31 contains 24053 members 
Mstep: Class 32 contains 2723 members 
Mstep: Class 33 contains 606 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 14306 members 
Mstep: Class 37 contains 1062 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6099 members 
Mstep: Class 44 contains 878 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 2409 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 211 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 408 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194608.000000 Penalty: 33355.957031
Iteration 129Q: 54 clusters Score -5.819461e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 31308 members 
Mstep: Class 3 contains 106607 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 72863 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112369 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128260 members 
Mstep: Class 17 contains 127496 members 
Mstep: Class 18 contains 124093 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 8604 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 1175 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 8816 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 812 members 
Mstep: Class 31 contains 23655 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 606 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 14361 members 
Mstep: Class 37 contains 1087 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6091 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 609 members 
Mstep: Class 46 contains 2407 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 210 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 403 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58194876.000000 Penalty: 33355.957031
Iteration 130Q: 54 clusters Score -5.819488e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 106324 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 72865 members 
Mstep: Class 6 contains 353 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112363 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 49850 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128226 members 
Mstep: Class 17 contains 127716 members 
Mstep: Class 18 contains 124092 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 988 members 
Mstep: Class 25 contains 8850 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 811 members 
Mstep: Class 31 contains 23241 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 1001 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 14405 members 
Mstep: Class 37 contains 1109 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 531 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6086 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 2405 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 209 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 397 members 
Mstep: Class 52 contains 336 members 
Mstep: Class 53 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195148.000000 Penalty: 33355.957031
Iteration 131Q: 54 clusters Score -5.819515e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 31414 members 
Mstep: Class 3 contains 106083 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 72864 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112338 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 50200 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128224 members 
Mstep: Class 17 contains 127918 members 
Mstep: Class 18 contains 124087 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 8620 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 988 members 
Mstep: Class 25 contains 8872 members 
Mstep: Class 26 contains 1137 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 809 members 
Mstep: Class 31 contains 22856 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 603 members 
Mstep: Class 34 contains 1003 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 14443 members 
Mstep: Class 37 contains 1131 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 530 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6085 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 2400 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 207 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 392 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195320.000000 Penalty: 33355.957031
Iteration 132Q: 54 clusters Score -5.819532e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159195 members 
Mstep: Class 2 contains 31448 members 
Mstep: Class 3 contains 105916 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 72865 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112313 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 50497 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128208 members 
Mstep: Class 17 contains 128102 members 
Mstep: Class 18 contains 124085 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 1163 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 990 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 22488 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 1005 members 
Mstep: Class 35 contains 478 members 
Mstep: Class 36 contains 14467 members 
Mstep: Class 37 contains 1149 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6083 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 618 members 
Mstep: Class 46 contains 2399 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 205 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 384 members 
Mstep: Class 52 contains 333 members 
Mstep: Class 53 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195584.000000 Penalty: 33355.957031
Iteration 133Q: 54 clusters Score -5.819558e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 31480 members 
Mstep: Class 3 contains 105742 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 72867 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112306 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 50817 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 834 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128179 members 
Mstep: Class 17 contains 128291 members 
Mstep: Class 18 contains 124084 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 994 members 
Mstep: Class 25 contains 8927 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 22104 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 599 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 480 members 
Mstep: Class 36 contains 14489 members 
Mstep: Class 37 contains 1175 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 620 members 
Mstep: Class 46 contains 2397 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 203 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 381 members 
Mstep: Class 52 contains 326 members 
Mstep: Class 53 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195504.000000 Penalty: 33355.957031
Iteration 134Q: 54 clusters Score -5.81955e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159201 members 
Mstep: Class 2 contains 31508 members 
Mstep: Class 3 contains 105606 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 72867 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112305 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 51115 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128143 members 
Mstep: Class 17 contains 128506 members 
Mstep: Class 18 contains 124079 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 1000 members 
Mstep: Class 25 contains 8959 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 21673 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 1012 members 
Mstep: Class 35 contains 481 members 
Mstep: Class 36 contains 14518 members 
Mstep: Class 37 contains 1193 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6077 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 621 members 
Mstep: Class 46 contains 2394 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 200 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195580.000000 Penalty: 33355.957031
Iteration 135Q: 54 clusters Score -5.819558e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159198 members 
Mstep: Class 2 contains 31517 members 
Mstep: Class 3 contains 105464 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112262 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 51434 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128119 members 
Mstep: Class 17 contains 128719 members 
Mstep: Class 18 contains 124085 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 8994 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 21270 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 1015 members 
Mstep: Class 35 contains 482 members 
Mstep: Class 36 contains 14551 members 
Mstep: Class 37 contains 1210 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6074 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 622 members 
Mstep: Class 46 contains 2389 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 194 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 315 members 
Mstep: Class 53 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58195812.000000 Penalty: 33355.957031
Iteration 136Q: 54 clusters Score -5.819581e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 31511 members 
Mstep: Class 3 contains 105315 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 72867 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112227 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 51742 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 658 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128109 members 
Mstep: Class 17 contains 128904 members 
Mstep: Class 18 contains 124083 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 9032 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 189 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 20894 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 1014 members 
Mstep: Class 35 contains 485 members 
Mstep: Class 36 contains 14584 members 
Mstep: Class 37 contains 1230 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 6070 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 624 members 
Mstep: Class 46 contains 2383 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 188 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 311 members 
Mstep: Class 53 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196100.000000 Penalty: 33355.957031
Iteration 137Q: 54 clusters Score -5.81961e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 31507 members 
Mstep: Class 3 contains 105171 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112187 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 52054 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128102 members 
Mstep: Class 17 contains 129064 members 
Mstep: Class 18 contains 124084 members 
Mstep: Class 19 contains 3866 members 
Mstep: Class 20 contains 8776 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 1009 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 20549 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 597 members 
Mstep: Class 34 contains 1016 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 14615 members 
Mstep: Class 37 contains 1247 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 287 members 
Mstep: Class 43 contains 6065 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 626 members 
Mstep: Class 46 contains 2372 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 183 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196004.000000 Penalty: 33355.957031
Iteration 138Q: 54 clusters Score -5.8196e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 31513 members 
Mstep: Class 3 contains 105055 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 370 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112133 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 52304 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128110 members 
Mstep: Class 17 contains 129246 members 
Mstep: Class 18 contains 124076 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 8799 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 9101 members 
Mstep: Class 26 contains 1092 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 174 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 20193 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 596 members 
Mstep: Class 34 contains 1018 members 
Mstep: Class 35 contains 493 members 
Mstep: Class 36 contains 14648 members 
Mstep: Class 37 contains 1262 members 
Mstep: Class 38 contains 259 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 286 members 
Mstep: Class 43 contains 6059 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 627 members 
Mstep: Class 46 contains 2358 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 180 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 380 members 
Mstep: Class 52 contains 303 members 
Mstep: Class 53 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196040.000000 Penalty: 33355.957031
Iteration 139Q: 54 clusters Score -5.819604e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 31524 members 
Mstep: Class 3 contains 104971 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 370 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112089 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8392 members 
Mstep: Class 11 contains 52544 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128094 members 
Mstep: Class 17 contains 129401 members 
Mstep: Class 18 contains 124078 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 9129 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 19866 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 500 members 
Mstep: Class 36 contains 14677 members 
Mstep: Class 37 contains 1270 members 
Mstep: Class 38 contains 257 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 6055 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 627 members 
Mstep: Class 46 contains 2350 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 180 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 380 members 
Mstep: Class 52 contains 299 members 
Mstep: Class 53 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196248.000000 Penalty: 33355.957031
Iteration 140F: 54 clusters Score -5.819625e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 31539 members 
Mstep: Class 3 contains 104881 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112021 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 52820 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 956 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 128050 members 
Mstep: Class 17 contains 129528 members 
Mstep: Class 18 contains 124077 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 8838 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 19584 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 508 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 1283 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 302 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2344 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 180 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 381 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196300.000000 Penalty: 33355.957031
Iteration 141Q: 54 clusters Score -5.81963e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 31572 members 
Mstep: Class 3 contains 104796 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 72872 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 111968 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 53061 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 127976 members 
Mstep: Class 17 contains 129692 members 
Mstep: Class 18 contains 124066 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 8848 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 146 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 14714 members 
Mstep: Class 37 contains 1291 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 302 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2335 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 180 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 381 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196508.000000 Penalty: 33355.957031
Iteration 142Q: 54 clusters Score -5.819651e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 31600 members 
Mstep: Class 3 contains 104712 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 72871 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 111951 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8336 members 
Mstep: Class 11 contains 53273 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 127906 members 
Mstep: Class 17 contains 129803 members 
Mstep: Class 18 contains 124056 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 9233 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 19090 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 591 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 14727 members 
Mstep: Class 37 contains 1301 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 302 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 283 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 879 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2334 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 178 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 381 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196584.000000 Penalty: 33355.957031
Iteration 143Q: 54 clusters Score -5.819658e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 31632 members 
Mstep: Class 3 contains 104634 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 111945 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 53485 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 127817 members 
Mstep: Class 17 contains 129904 members 
Mstep: Class 18 contains 124058 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 138 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 18859 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 588 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 523 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1305 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 6046 members 
Mstep: Class 44 contains 880 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2333 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 178 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 380 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196648.000000 Penalty: 33355.957031
Iteration 144Q: 54 clusters Score -5.819665e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159265 members 
Mstep: Class 2 contains 31675 members 
Mstep: Class 3 contains 104531 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 72877 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 111942 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 53700 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127759 members 
Mstep: Class 17 contains 129968 members 
Mstep: Class 18 contains 124064 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 133 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 18655 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 14738 members 
Mstep: Class 37 contains 1311 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 6041 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2326 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 177 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196584.000000 Penalty: 33355.957031
Iteration 145Q: 54 clusters Score -5.819658e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159269 members 
Mstep: Class 2 contains 31713 members 
Mstep: Class 3 contains 104420 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 111967 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8293 members 
Mstep: Class 11 contains 53887 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127712 members 
Mstep: Class 17 contains 130062 members 
Mstep: Class 18 contains 124067 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 8893 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 18434 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 14742 members 
Mstep: Class 37 contains 1317 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6037 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 176 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196620.000000 Penalty: 33355.957031
Iteration 146Q: 54 clusters Score -5.819662e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 31739 members 
Mstep: Class 3 contains 104311 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 112000 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 54044 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127678 members 
Mstep: Class 17 contains 130179 members 
Mstep: Class 18 contains 124064 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9389 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 18212 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 576 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 14747 members 
Mstep: Class 37 contains 1325 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6035 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196588.000000 Penalty: 33355.957031
Iteration 147Q: 54 clusters Score -5.819659e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 31773 members 
Mstep: Class 3 contains 104215 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112014 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 54179 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127650 members 
Mstep: Class 17 contains 130316 members 
Mstep: Class 18 contains 124079 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 8893 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9416 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 18002 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 1332 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196856.000000 Penalty: 33355.957031
Iteration 148Q: 54 clusters Score -5.819686e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159299 members 
Mstep: Class 2 contains 31802 members 
Mstep: Class 3 contains 104135 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112041 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8238 members 
Mstep: Class 11 contains 54319 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127625 members 
Mstep: Class 17 contains 130427 members 
Mstep: Class 18 contains 124073 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9445 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 17785 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 565 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 1340 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6035 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196804.000000 Penalty: 33355.957031
Iteration 149Q: 54 clusters Score -5.81968e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 31824 members 
Mstep: Class 3 contains 104065 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112062 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8217 members 
Mstep: Class 11 contains 54449 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127595 members 
Mstep: Class 17 contains 130541 members 
Mstep: Class 18 contains 124065 members 
Mstep: Class 19 contains 3800 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 17575 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 561 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 14741 members 
Mstep: Class 37 contains 1349 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 299 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6036 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 628 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 379 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196968.000000 Penalty: 33355.957031
Iteration 150Q: 54 clusters Score -5.819697e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 103973 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112091 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 54581 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127573 members 
Mstep: Class 17 contains 130657 members 
Mstep: Class 18 contains 124054 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 20 contains 8887 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 2724 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 14741 members 
Mstep: Class 37 contains 1366 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 629 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196948.000000 Penalty: 33355.957031
Iteration 151Q: 54 clusters Score -5.819695e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 31844 members 
Mstep: Class 3 contains 103907 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112094 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 54707 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127561 members 
Mstep: Class 17 contains 130749 members 
Mstep: Class 18 contains 124044 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 8880 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 17201 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 549 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 14739 members 
Mstep: Class 37 contains 1376 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196908.000000 Penalty: 33355.957031
Iteration 152Q: 54 clusters Score -5.819691e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 31859 members 
Mstep: Class 3 contains 103843 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112094 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 54851 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127550 members 
Mstep: Class 17 contains 130844 members 
Mstep: Class 18 contains 124045 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 8876 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9596 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 17019 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 545 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 14738 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196924.000000 Penalty: 33355.957031
Iteration 153Q: 54 clusters Score -5.819692e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 31872 members 
Mstep: Class 3 contains 103812 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 112087 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8109 members 
Mstep: Class 11 contains 54979 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127542 members 
Mstep: Class 17 contains 130923 members 
Mstep: Class 18 contains 124044 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 8872 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 957 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9616 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16856 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 539 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1391 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196868.000000 Penalty: 33355.957031
Iteration 154Q: 54 clusters Score -5.819687e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 31878 members 
Mstep: Class 3 contains 103774 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 112096 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 55090 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127526 members 
Mstep: Class 17 contains 131004 members 
Mstep: Class 18 contains 124030 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8871 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9644 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16696 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 535 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6033 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196916.000000 Penalty: 33355.957031
Iteration 155Q: 54 clusters Score -5.819692e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 31892 members 
Mstep: Class 3 contains 103735 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72883 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112116 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 55192 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127516 members 
Mstep: Class 17 contains 131081 members 
Mstep: Class 18 contains 124015 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8872 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9673 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16528 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 532 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 14733 members 
Mstep: Class 37 contains 1403 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196980.000000 Penalty: 33355.957031
Iteration 156Q: 54 clusters Score -5.819698e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 31901 members 
Mstep: Class 3 contains 103716 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112153 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 55278 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127512 members 
Mstep: Class 17 contains 131120 members 
Mstep: Class 18 contains 124001 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 8879 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9712 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16347 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 532 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6029 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58197040.000000 Penalty: 33355.957031
Iteration 157Q: 54 clusters Score -5.819704e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 31901 members 
Mstep: Class 3 contains 103677 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112184 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 55367 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127515 members 
Mstep: Class 17 contains 131167 members 
Mstep: Class 18 contains 123992 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9758 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16176 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 531 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 14737 members 
Mstep: Class 37 contains 1414 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58196988.000000 Penalty: 33355.957031
Iteration 158Q: 54 clusters Score -5.819699e+07 nChanged 828
Entering ConstructFrom: 
Score: -58196988.000000 Penalty: 33355.957031
Entering ConstructFrom: 
Trying to split cluster 1 (159425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Entering Unmasked Estep 
Score: -9527141.000000 Penalty: 545.059448
	Iteration 0F: 2 clusters Score -9527141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -9422376.000000 Penalty: 1090.118896
	Iteration 0F: 3 clusters Score -9422376 nChanged 78090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -9469533.000000 Penalty: 1090.118896
	Iteration 1F: 3 clusters Score -9469533 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -9471462.000000 Penalty: 1090.118896
	Iteration 2Q: 3 clusters Score -9471462 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -9475074.000000 Penalty: 1090.118896
	Iteration 3Q: 3 clusters Score -9475074 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -9481746.000000 Penalty: 1090.118896
	Iteration 4F: 3 clusters Score -9481746 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -9492397.000000 Penalty: 1090.118896
	Iteration 5F: 3 clusters Score -9492397 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9503169.000000 Penalty: 1090.118896
	Iteration 6F: 3 clusters Score -9503169 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -9508775.000000 Penalty: 1090.118896
	Iteration 7F: 3 clusters Score -9508775 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -9511167.000000 Penalty: 1090.118896
	Iteration 8Q: 3 clusters Score -9511167 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9512918.000000 Penalty: 1090.118896
	Iteration 9Q: 3 clusters Score -9512918 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -9514774.000000 Penalty: 1090.118896
	Iteration 10Q: 3 clusters Score -9514774 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -9516755.000000 Penalty: 1090.118896
	Iteration 11Q: 3 clusters Score -9516755 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -9518704.000000 Penalty: 1090.118896
	Iteration 12Q: 3 clusters Score -9518704 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -9520391.000000 Penalty: 1090.118896
	Iteration 13Q: 3 clusters Score -9520391 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -9521642.000000 Penalty: 1090.118896
	Iteration 14Q: 3 clusters Score -9521642 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -9522547.000000 Penalty: 1090.118896
	Iteration 15Q: 3 clusters Score -9522547 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -9523215.000000 Penalty: 1090.118896
	Iteration 16Q: 3 clusters Score -9523215 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -9523613.000000 Penalty: 1090.118896
	Iteration 17Q: 3 clusters Score -9523613 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -9523848.000000 Penalty: 1090.118896
	Iteration 18Q: 3 clusters Score -9523848 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -9524060.000000 Penalty: 1090.118896
	Iteration 19Q: 3 clusters Score -9524060 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -9524209.000000 Penalty: 1090.118896
	Iteration 20F: 3 clusters Score -9524209 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -9524278.000000 Penalty: 1090.118896
	Iteration 21Q: 3 clusters Score -9524278 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -9524316.000000 Penalty: 1090.118896
	Iteration 22Q: 3 clusters Score -9524316 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -9524369.000000 Penalty: 1090.118896
	Iteration 23Q: 3 clusters Score -9524369 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -9524384.000000 Penalty: 1090.118896
	Iteration 24Q: 3 clusters Score -9524384 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112921 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -9524456.000000 Penalty: 1090.118896
	Iteration 25Q: 3 clusters Score -9524456 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -9524487.000000 Penalty: 1090.118896
	Iteration 26Q: 3 clusters Score -9524487 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9524480.000000 Penalty: 1090.118896
	Iteration 27Q: 3 clusters Score -9524480 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -9524499.000000 Penalty: 1090.118896
	Iteration 28Q: 3 clusters Score -9524499 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -9524541.000000 Penalty: 1090.118896
	Iteration 29Q: 3 clusters Score -9524541 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -9524565.000000 Penalty: 1090.118896
	Iteration 30Q: 3 clusters Score -9524565 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -9524585.000000 Penalty: 1090.118896
	Iteration 31Q: 3 clusters Score -9524585 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -9524606.000000 Penalty: 1090.118896
	Iteration 32Q: 3 clusters Score -9524606 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -9524613.000000 Penalty: 1090.118896
	Iteration 33Q: 3 clusters Score -9524613 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -9524676.000000 Penalty: 1090.118896
	Iteration 34Q: 3 clusters Score -9524676 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -9524698.000000 Penalty: 1090.118896
	Iteration 35Q: 3 clusters Score -9524698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9524697.000000 Penalty: 1090.118896
	Iteration 36Q: 3 clusters Score -9524697 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -9524755.000000 Penalty: 1090.118896
	Iteration 37Q: 3 clusters Score -9524755 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -9524759.000000 Penalty: 1090.118896
	Iteration 38Q: 3 clusters Score -9524759 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -9524799.000000 Penalty: 1090.118896
	Iteration 39Q: 3 clusters Score -9524799 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -9524796.000000 Penalty: 1090.118896
	Iteration 40F: 3 clusters Score -9524796 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -9524868.000000 Penalty: 1090.118896
	Iteration 41Q: 3 clusters Score -9524868 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9524880.000000 Penalty: 1090.118896
	Iteration 42Q: 3 clusters Score -9524880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9524880.000000 Penalty: 1090.118896
	Iteration 43Q: 3 clusters Score -9524880 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -9524909.000000 Penalty: 1090.118896
	Iteration 44Q: 3 clusters Score -9524909 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121232 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9524904.000000 Penalty: 1090.118896
	Iteration 45Q: 3 clusters Score -9524904 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -9524901.000000 Penalty: 1090.118896
	Iteration 46Q: 3 clusters Score -9524901 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -9524889.000000 Penalty: 1090.118896
	Iteration 47Q: 3 clusters Score -9524889 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9524959 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9524957 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9524923 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9524930 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124061 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9524912 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9524919 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9524933 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9524966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9524988 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9525009 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125598 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9525032 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125839 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9525058 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126097 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9525034 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126354 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -9525043.000000 Penalty: 1090.118896
	Iteration 63Q: 3 clusters Score -9525043 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9525086 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9525095 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9525101 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9525087 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9525153 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9525180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9525168 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9525174 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9525211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9525224 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9525266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9525371 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9525396 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9525427 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130646 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9525447 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9525512 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9525547 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131669 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9525593 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9525600 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132322 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9525613 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132634 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9525627 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9525602 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9525656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133506 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9525685 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9525733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9525786 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134380 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9525800 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9525815 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9525870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9525893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135410 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9525902 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9525960 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9526016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9526007 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136408 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9526040 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9526121 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -9526155.000000 Penalty: 1090.118896
	Iteration 100F: 3 clusters Score -9526155 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137096 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -9526160.000000 Penalty: 1090.118896
	Iteration 101Q: 3 clusters Score -9526160 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9526163 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9526181 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137915 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9526221 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9526227 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9526286 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9526308 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9526323 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9526327 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9526344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9526370 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140231 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9526422 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140510 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9526487 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140829 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9526526 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9526567 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -9526609.000000 Penalty: 1090.118896
	Iteration 116Q: 3 clusters Score -9526609 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9526623 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9526646 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9526689 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9526713 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9526724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9526765 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143435 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9526789 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9526803 nChanged 294
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Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9526827 nChanged 280
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Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9526848 nChanged 278
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Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9526863 nChanged 304
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Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9526867 nChanged 306
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Mstep: Class 1 contains 145167 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9526896 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9526901 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145799 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9526923 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9526949 nChanged 304
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Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9526974 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -9527009.000000 Penalty: 1090.118896
	Iteration 134Q: 3 clusters Score -9527009 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -9527034.000000 Penalty: 1090.118896
	Iteration 135Q: 3 clusters Score -9527034 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147256 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -9527033.000000 Penalty: 1090.118896
	Iteration 136Q: 3 clusters Score -9527033 nChanged 249
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Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -9527026.000000 Penalty: 1090.118896
	Iteration 137Q: 3 clusters Score -9527026 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147747 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9526991 nChanged 253
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Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9526985 nChanged 269
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Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -9526988.000000 Penalty: 1090.118896
	Iteration 140F: 3 clusters Score -9526988 nChanged 262
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Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 149062 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9526946 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 150892 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9527042 nChanged 118
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Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9526984 nChanged 98
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Mstep: Class 1 contains 153325 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153418 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9526980 nChanged 65
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Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9526977 nChanged 96
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9526931 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9526908 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9526915 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9526930 nChanged 79
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9526933 nChanged 73
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Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9526919 nChanged 85
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Mstep: Class 1 contains 155153 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9526910 nChanged 100
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Entering Unmasked Estep 
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Mstep: Class 1 contains 155349 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9526928 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155469 members 
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	Iteration 190Q: 3 clusters Score -9526965 nChanged 121
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	Iteration 191Q: 3 clusters Score -9526980 nChanged 119
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9526983 nChanged 115
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	Iteration 193Q: 3 clusters Score -9526976 nChanged 111
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	Iteration 194Q: 3 clusters Score -9526961 nChanged 84
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9526971 nChanged 83
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9526963 nChanged 86
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9526981 nChanged 98
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	Iteration 198Q: 3 clusters Score -9526977 nChanged 105
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9526942 nChanged 99
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Mstep: Class 1 contains 156484 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9526948 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156595 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9526941 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9526939 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9526955 nChanged 100
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Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9526957 nChanged 105
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Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9526954 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9526938 nChanged 94
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	Iteration 208Q: 3 clusters Score -9526951 nChanged 88
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9526948 nChanged 65
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9526936 nChanged 60
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9526935 nChanged 54
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	Iteration 212Q: 3 clusters Score -9526947 nChanged 61
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	Iteration 213Q: 3 clusters Score -9526952 nChanged 52
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	Iteration 214Q: 3 clusters Score -9526954 nChanged 53
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	Iteration 215Q: 3 clusters Score -9526939 nChanged 59
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	Iteration 216Q: 3 clusters Score -9526948 nChanged 58
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	Iteration 217Q: 3 clusters Score -9526962 nChanged 58
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	Iteration 218Q: 3 clusters Score -9526948 nChanged 51
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9526932 nChanged 65
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	Iteration 220F: 3 clusters Score -9526929 nChanged 64
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9526927 nChanged 46
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	Iteration 222Q: 3 clusters Score -9526934 nChanged 37
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Mstep: Class 1 contains 158125 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9526939 nChanged 39
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	Iteration 224Q: 3 clusters Score -9526944 nChanged 40
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9526941 nChanged 29
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9526951 nChanged 21
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	Iteration 227Q: 3 clusters Score -9526957 nChanged 17
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	Iteration 228Q: 3 clusters Score -9526955 nChanged 12
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	Iteration 229Q: 3 clusters Score -9526948 nChanged 14
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	Iteration 230Q: 3 clusters Score -9526952 nChanged 5
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	Iteration 231Q: 3 clusters Score -9526947 nChanged 5
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	Iteration 232Q: 3 clusters Score -9526956 nChanged 5
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9526964 nChanged 3
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9526961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9526959.000000 Penalty: 1090.118896
	Iteration 235Q: 3 clusters Score -9526959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9526954.000000 Penalty: 1090.118896
	Iteration 236Q: 3 clusters Score -9526954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9526950.000000 Penalty: 1090.118896
	Iteration 237Q: 3 clusters Score -9526950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9526951.000000 Penalty: 1090.118896
	Iteration 238Q: 3 clusters Score -9526951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9526953.000000 Penalty: 1090.118896
	Iteration 239Q: 3 clusters Score -9526953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9526955.000000 Penalty: 1090.118896
	Iteration 240F: 3 clusters Score -9526955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9526955.000000 Penalty: 1090.118896
	Iteration 241Q: 3 clusters Score -9526955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9526959.000000 Penalty: 1090.118896
	Iteration 242Q: 3 clusters Score -9526959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9526968.000000 Penalty: 1090.118896
	Iteration 243Q: 3 clusters Score -9526968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9526960.000000 Penalty: 1090.118896
	Iteration 244Q: 3 clusters Score -9526960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9526956.000000 Penalty: 1090.118896
	Iteration 245Q: 3 clusters Score -9526956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9526957.000000 Penalty: 1090.118896
	Iteration 246Q: 3 clusters Score -9526957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9526952.000000 Penalty: 1090.118896
	Iteration 247Q: 3 clusters Score -9526952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9526948.000000 Penalty: 1090.118896
	Iteration 248Q: 3 clusters Score -9526948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9526947.000000 Penalty: 1090.118896
	Iteration 249Q: 3 clusters Score -9526947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9526955.000000 Penalty: 1090.118896
	Iteration 250Q: 3 clusters Score -9526955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9526948.000000 Penalty: 1090.118896
	Iteration 251Q: 3 clusters Score -9526948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9526954.000000 Penalty: 1090.118896
	Iteration 252Q: 3 clusters Score -9526954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9526959.000000 Penalty: 1090.118896
	Iteration 253Q: 3 clusters Score -9526959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9526956.000000 Penalty: 1090.118896
	Iteration 254Q: 3 clusters Score -9526956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9526951.000000 Penalty: 1090.118896
	Iteration 255Q: 3 clusters Score -9526951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9526939.000000 Penalty: 1090.118896
	Iteration 256Q: 3 clusters Score -9526939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9526944.000000 Penalty: 1090.118896
	Iteration 257Q: 3 clusters Score -9526944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158453 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9526941.000000 Penalty: 1090.118896
	Iteration 258Q: 3 clusters Score -9526941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9526937.000000 Penalty: 1090.118896
	Iteration 259Q: 3 clusters Score -9526937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9526935.000000 Penalty: 1090.118896
	Iteration 260F: 3 clusters Score -9526935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Entering Unmasked Estep 
Score: -1918547.625000 Penalty: 471.847137
	Iteration 0F: 2 clusters Score -1918548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1897320.125000 Penalty: 943.694275
	Iteration 0F: 3 clusters Score -1897320 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1905962.375000 Penalty: 943.694275
	Iteration 1F: 3 clusters Score -1905962 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1906305.125000 Penalty: 943.694275
	Iteration 2Q: 3 clusters Score -1906305 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1906767.750000 Penalty: 943.694275
	Iteration 3Q: 3 clusters Score -1906768 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1907602.500000 Penalty: 943.694275
	Iteration 4Q: 3 clusters Score -1907602 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1909025.375000 Penalty: 943.694275
	Iteration 5F: 3 clusters Score -1909025 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1911025.250000 Penalty: 943.694275
	Iteration 6F: 3 clusters Score -1911025 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1913108.750000 Penalty: 943.694275
	Iteration 7F: 3 clusters Score -1913109 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1914424.375000 Penalty: 943.694275
	Iteration 8F: 3 clusters Score -1914424 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1915049.125000 Penalty: 943.694275
	Iteration 9Q: 3 clusters Score -1915049 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -1915450.250000 Penalty: 943.694275
	Iteration 10Q: 3 clusters Score -1915450 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -1915768.500000 Penalty: 943.694275
	Iteration 11Q: 3 clusters Score -1915768 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -1916013.875000 Penalty: 943.694275
	Iteration 12Q: 3 clusters Score -1916014 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1916207.875000 Penalty: 943.694275
	Iteration 13Q: 3 clusters Score -1916208 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -1916364.250000 Penalty: 943.694275
	Iteration 14Q: 3 clusters Score -1916364 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -1916466.500000 Penalty: 943.694275
	Iteration 15Q: 3 clusters Score -1916466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -1916576.875000 Penalty: 943.694275
	Iteration 16Q: 3 clusters Score -1916577 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -1916675.250000 Penalty: 943.694275
	Iteration 17Q: 3 clusters Score -1916675 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -1916730.500000 Penalty: 943.694275
	Iteration 18Q: 3 clusters Score -1916730 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -1916763.875000 Penalty: 943.694275
	Iteration 19Q: 3 clusters Score -1916764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -1916805.125000 Penalty: 943.694275
	Iteration 20F: 3 clusters Score -1916805 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1916855.000000 Penalty: 943.694275
	Iteration 21Q: 3 clusters Score -1916855 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1916907.250000 Penalty: 943.694275
	Iteration 22Q: 3 clusters Score -1916907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -1916958.500000 Penalty: 943.694275
	Iteration 23Q: 3 clusters Score -1916958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -1917025.625000 Penalty: 943.694275
	Iteration 24Q: 3 clusters Score -1917026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1917074.750000 Penalty: 943.694275
	Iteration 25Q: 3 clusters Score -1917075 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1917123.875000 Penalty: 943.694275
	Iteration 26Q: 3 clusters Score -1917124 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1917171.500000 Penalty: 943.694275
	Iteration 27Q: 3 clusters Score -1917172 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1917216.000000 Penalty: 943.694275
	Iteration 28Q: 3 clusters Score -1917216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -1917269.875000 Penalty: 943.694275
	Iteration 29Q: 3 clusters Score -1917270 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1917321.000000 Penalty: 943.694275
	Iteration 30Q: 3 clusters Score -1917321 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -1917367.500000 Penalty: 943.694275
	Iteration 31Q: 3 clusters Score -1917368 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -1917419.875000 Penalty: 943.694275
	Iteration 32Q: 3 clusters Score -1917420 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -1917474.000000 Penalty: 943.694275
	Iteration 33Q: 3 clusters Score -1917474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1917532.625000 Penalty: 943.694275
	Iteration 34Q: 3 clusters Score -1917533 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -1917585.750000 Penalty: 943.694275
	Iteration 35Q: 3 clusters Score -1917586 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -1917629.375000 Penalty: 943.694275
	Iteration 36Q: 3 clusters Score -1917629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -1917669.250000 Penalty: 943.694275
	Iteration 37Q: 3 clusters Score -1917669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -1917704.000000 Penalty: 943.694275
	Iteration 38Q: 3 clusters Score -1917704 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -1917747.500000 Penalty: 943.694275
	Iteration 39Q: 3 clusters Score -1917748 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -1917794.750000 Penalty: 943.694275
	Iteration 40F: 3 clusters Score -1917795 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -1917832.250000 Penalty: 943.694275
	Iteration 41Q: 3 clusters Score -1917832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1917862.875000 Penalty: 943.694275
	Iteration 42Q: 3 clusters Score -1917863 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -1917894.750000 Penalty: 943.694275
	Iteration 43Q: 3 clusters Score -1917895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -1917918.500000 Penalty: 943.694275
	Iteration 44Q: 3 clusters Score -1917918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -1917933.375000 Penalty: 943.694275
	Iteration 45Q: 3 clusters Score -1917933 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -1917951.125000 Penalty: 943.694275
	Iteration 46Q: 3 clusters Score -1917951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -1917969.750000 Penalty: 943.694275
	Iteration 47Q: 3 clusters Score -1917970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -1917979.500000 Penalty: 943.694275
	Iteration 48Q: 3 clusters Score -1917980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -1917993.375000 Penalty: 943.694275
	Iteration 49Q: 3 clusters Score -1917993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -1918004.500000 Penalty: 943.694275
	Iteration 50Q: 3 clusters Score -1918004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -1918022.375000 Penalty: 943.694275
	Iteration 51Q: 3 clusters Score -1918022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -1918039.125000 Penalty: 943.694275
	Iteration 52Q: 3 clusters Score -1918039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1918054.750000 Penalty: 943.694275
	Iteration 53Q: 3 clusters Score -1918055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -1918075.500000 Penalty: 943.694275
	Iteration 54Q: 3 clusters Score -1918076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -1918083.750000 Penalty: 943.694275
	Iteration 55Q: 3 clusters Score -1918084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -1918090.375000 Penalty: 943.694275
	Iteration 56Q: 3 clusters Score -1918090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -1918100.500000 Penalty: 943.694275
	Iteration 57Q: 3 clusters Score -1918100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -1918112.000000 Penalty: 943.694275
	Iteration 58Q: 3 clusters Score -1918112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -1918126.875000 Penalty: 943.694275
	Iteration 59Q: 3 clusters Score -1918127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -1918132.125000 Penalty: 943.694275
	Iteration 60F: 3 clusters Score -1918132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -1918141.875000 Penalty: 943.694275
	Iteration 61Q: 3 clusters Score -1918142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -1918145.750000 Penalty: 943.694275
	Iteration 62Q: 3 clusters Score -1918146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -1918158.375000 Penalty: 943.694275
	Iteration 63Q: 3 clusters Score -1918158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -1918169.500000 Penalty: 943.694275
	Iteration 64Q: 3 clusters Score -1918170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -1918182.125000 Penalty: 943.694275
	Iteration 65Q: 3 clusters Score -1918182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -1918188.500000 Penalty: 943.694275
	Iteration 66Q: 3 clusters Score -1918188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -1918197.500000 Penalty: 943.694275
	Iteration 67Q: 3 clusters Score -1918198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -1918209.875000 Penalty: 943.694275
	Iteration 68Q: 3 clusters Score -1918210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -1918213.875000 Penalty: 943.694275
	Iteration 69Q: 3 clusters Score -1918214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -1918221.125000 Penalty: 943.694275
	Iteration 70Q: 3 clusters Score -1918221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -1918224.375000 Penalty: 943.694275
	Iteration 71Q: 3 clusters Score -1918224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -1918231.500000 Penalty: 943.694275
	Iteration 72Q: 3 clusters Score -1918232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -1918235.125000 Penalty: 943.694275
	Iteration 73Q: 3 clusters Score -1918235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -1918239.750000 Penalty: 943.694275
	Iteration 74Q: 3 clusters Score -1918240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -1918243.375000 Penalty: 943.694275
	Iteration 75Q: 3 clusters Score -1918243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -1918239.625000 Penalty: 943.694275
	Iteration 76Q: 3 clusters Score -1918240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -1918241.750000 Penalty: 943.694275
	Iteration 77Q: 3 clusters Score -1918242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -1918242.750000 Penalty: 943.694275
	Iteration 78Q: 3 clusters Score -1918243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -1918242.750000 Penalty: 943.694275
	Iteration 79F: 3 clusters Score -1918243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Entering Unmasked Estep 
Score: -6209739.500000 Penalty: 525.458740
	Iteration 0F: 2 clusters Score -6209740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -6140344.500000 Penalty: 1050.917480
	Iteration 0F: 3 clusters Score -6140344 nChanged 51077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6171319.000000 Penalty: 1050.917480
	Iteration 1F: 3 clusters Score -6171319 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -6172819.500000 Penalty: 1050.917480
	Iteration 2Q: 3 clusters Score -6172820 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -6175275.000000 Penalty: 1050.917480
	Iteration 3Q: 3 clusters Score -6175275 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -6179331.500000 Penalty: 1050.917480
	Iteration 4F: 3 clusters Score -6179332 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6185863.000000 Penalty: 1050.917480
	Iteration 5F: 3 clusters Score -6185863 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6194433.000000 Penalty: 1050.917480
	Iteration 6F: 3 clusters Score -6194433 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -6202036.000000 Penalty: 1050.917480
	Iteration 7F: 3 clusters Score -6202036 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99548 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6206324.500000 Penalty: 1050.917480
	Iteration 8Q: 3 clusters Score -6206324 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6208119.000000 Penalty: 1050.917480
	Iteration 9Q: 3 clusters Score -6208119 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6208792.000000 Penalty: 1050.917480
	Iteration 10Q: 3 clusters Score -6208792 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6209056.000000 Penalty: 1050.917480
	Iteration 11Q: 3 clusters Score -6209056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6209169.500000 Penalty: 1050.917480
	Iteration 12Q: 3 clusters Score -6209170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6209221.000000 Penalty: 1050.917480
	Iteration 13Q: 3 clusters Score -6209221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6209253.000000 Penalty: 1050.917480
	Iteration 14Q: 3 clusters Score -6209253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6209265.000000 Penalty: 1050.917480
	Iteration 15Q: 3 clusters Score -6209265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6209276.000000 Penalty: 1050.917480
	Iteration 16Q: 3 clusters Score -6209276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6209284.500000 Penalty: 1050.917480
	Iteration 17Q: 3 clusters Score -6209284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6209292.000000 Penalty: 1050.917480
	Iteration 18Q: 3 clusters Score -6209292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6209303.500000 Penalty: 1050.917480
	Iteration 19Q: 3 clusters Score -6209304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6209302.500000 Penalty: 1050.917480
	Iteration 20F: 3 clusters Score -6209302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6209303.000000 Penalty: 1050.917480
	Iteration 21Q: 3 clusters Score -6209303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6209306.000000 Penalty: 1050.917480
	Iteration 22Q: 3 clusters Score -6209306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6209312.500000 Penalty: 1050.917480
	Iteration 23Q: 3 clusters Score -6209312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6209309.000000 Penalty: 1050.917480
	Iteration 24Q: 3 clusters Score -6209309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6209313.500000 Penalty: 1050.917480
	Iteration 25Q: 3 clusters Score -6209314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6209314.500000 Penalty: 1050.917480
	Iteration 26Q: 3 clusters Score -6209314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6209319.500000 Penalty: 1050.917480
	Iteration 27Q: 3 clusters Score -6209320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6209320.500000 Penalty: 1050.917480
	Iteration 28Q: 3 clusters Score -6209320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6209320.500000 Penalty: 1050.917480
	Iteration 29F: 3 clusters Score -6209320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -192177.390625 Penalty: 368.127258
	Iteration 0F: 2 clusters Score -192177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -189918.140625 Penalty: 736.254517
	Iteration 0F: 3 clusters Score -189918.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -190727.078125 Penalty: 736.254517
	Iteration 1F: 3 clusters Score -190727.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -190889.375000 Penalty: 736.254517
	Iteration 2F: 3 clusters Score -190889.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -191058.796875 Penalty: 736.254517
	Iteration 3F: 3 clusters Score -191058.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -191257.921875 Penalty: 736.254517
	Iteration 4F: 3 clusters Score -191257.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191461.187500 Penalty: 736.254517
	Iteration 5F: 3 clusters Score -191461.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191595.125000 Penalty: 736.254517
	Iteration 6F: 3 clusters Score -191595.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -191714.359375 Penalty: 736.254517
	Iteration 7Q: 3 clusters Score -191714.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -191826.562500 Penalty: 736.254517
	Iteration 8Q: 3 clusters Score -191826.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -191889.109375 Penalty: 736.254517
	Iteration 9Q: 3 clusters Score -191889.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -191917.703125 Penalty: 736.254517
	Iteration 10Q: 3 clusters Score -191917.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -191936.593750 Penalty: 736.254517
	Iteration 11Q: 3 clusters Score -191936.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -191946.656250 Penalty: 736.254517
	Iteration 12Q: 3 clusters Score -191946.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -191950.750000 Penalty: 736.254517
	Iteration 13Q: 3 clusters Score -191950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -191952.687500 Penalty: 736.254517
	Iteration 14Q: 3 clusters Score -191952.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -191954.062500 Penalty: 736.254517
	Iteration 15Q: 3 clusters Score -191954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -191954.750000 Penalty: 736.254517
	Iteration 16Q: 3 clusters Score -191954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -191955.953125 Penalty: 736.254517
	Iteration 17Q: 3 clusters Score -191956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -191956.734375 Penalty: 736.254517
	Iteration 18Q: 3 clusters Score -191956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -191957.546875 Penalty: 736.254517
	Iteration 19Q: 3 clusters Score -191957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -191957.890625 Penalty: 736.254517
	Iteration 20F: 3 clusters Score -191957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Entering Unmasked Estep 
Score: -4373730.000000 Penalty: 509.446411
	Iteration 0F: 2 clusters Score -4373730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4324573.000000 Penalty: 1018.892822
	Iteration 0F: 3 clusters Score -4324573 nChanged 35547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4345655.500000 Penalty: 1018.892822
	Iteration 1F: 3 clusters Score -4345656 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4346332.000000 Penalty: 1018.892822
	Iteration 2Q: 3 clusters Score -4346332 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4347539.000000 Penalty: 1018.892822
	Iteration 3Q: 3 clusters Score -4347539 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -4349757.000000 Penalty: 1018.892822
	Iteration 4F: 3 clusters Score -4349757 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -4353440.500000 Penalty: 1018.892822
	Iteration 5F: 3 clusters Score -4353440 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -4357457.000000 Penalty: 1018.892822
	Iteration 6F: 3 clusters Score -4357457 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -4359948.000000 Penalty: 1018.892822
	Iteration 7F: 3 clusters Score -4359948 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -4360892.000000 Penalty: 1018.892822
	Iteration 8Q: 3 clusters Score -4360892 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -4361467.000000 Penalty: 1018.892822
	Iteration 9Q: 3 clusters Score -4361467 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -4362013.500000 Penalty: 1018.892822
	Iteration 10Q: 3 clusters Score -4362014 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -4362594.000000 Penalty: 1018.892822
	Iteration 11Q: 3 clusters Score -4362594 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -4363273.000000 Penalty: 1018.892822
	Iteration 12Q: 3 clusters Score -4363273 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -4363959.000000 Penalty: 1018.892822
	Iteration 13Q: 3 clusters Score -4363959 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -4364705.500000 Penalty: 1018.892822
	Iteration 14Q: 3 clusters Score -4364706 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -4365562.000000 Penalty: 1018.892822
	Iteration 15Q: 3 clusters Score -4365562 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -4366563.500000 Penalty: 1018.892822
	Iteration 16Q: 3 clusters Score -4366564 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -4367585.500000 Penalty: 1018.892822
	Iteration 17Q: 3 clusters Score -4367586 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -4368604.500000 Penalty: 1018.892822
	Iteration 18Q: 3 clusters Score -4368604 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -4369634.500000 Penalty: 1018.892822
	Iteration 19Q: 3 clusters Score -4369634 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -4370516.500000 Penalty: 1018.892822
	Iteration 20F: 3 clusters Score -4370516 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -4371296.500000 Penalty: 1018.892822
	Iteration 21Q: 3 clusters Score -4371296 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -4372013.000000 Penalty: 1018.892822
	Iteration 22Q: 3 clusters Score -4372013 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -4372581.500000 Penalty: 1018.892822
	Iteration 23Q: 3 clusters Score -4372582 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -4372972.500000 Penalty: 1018.892822
	Iteration 24Q: 3 clusters Score -4372972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -4373154.500000 Penalty: 1018.892822
	Iteration 25Q: 3 clusters Score -4373154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -4373229.500000 Penalty: 1018.892822
	Iteration 26Q: 3 clusters Score -4373230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -4373269.000000 Penalty: 1018.892822
	Iteration 27Q: 3 clusters Score -4373269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -4373284.000000 Penalty: 1018.892822
	Iteration 28Q: 3 clusters Score -4373284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -4373287.000000 Penalty: 1018.892822
	Iteration 29Q: 3 clusters Score -4373287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -4373290.500000 Penalty: 1018.892822
	Iteration 30Q: 3 clusters Score -4373290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -4373290.500000 Penalty: 1018.892822
	Iteration 31F: 3 clusters Score -4373290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -7586.274414 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -7586.274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7219.703125 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -7219.703 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7431.308594 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -7431.309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7504.528809 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -7504.529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7533.632812 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -7533.633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7550.792969 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -7550.793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7564.364746 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -7564.365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7576.705566 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -7576.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7581.253418 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -7581.253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7587.433105 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -7587.433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7594.210938 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -7594.211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7594.822754 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -7594.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7594.822754 Penalty: 538.374390
	Iteration 11F: 3 clusters Score -7594.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 97 members 
Entering Unmasked Estep 
Score: -58196760.000000 Penalty: 33985.316406
Splitting cluster 6 changes total score from -58196988.000000 to -58196760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -23752.943359 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -23752.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23354.191406 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -23354.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23544.529297 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -23544.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23676.429688 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -23676.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23880.919922 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -23880.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23991.089844 Penalty: 535.635498
	Iteration 4F: 3 clusters Score -23991.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24015.078125 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -24015.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24022.402344 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -24022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24023.279297 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -24023.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24023.279297 Penalty: 535.635498
	Iteration 8F: 3 clusters Score -24023.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 109 members 
Entering Unmasked Estep 
Score: -58196968.000000 Penalty: 33985.316406
Splitting cluster 7 changes total score from -58196988.000000 to -58196968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (112252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Entering Unmasked Estep 
Score: -6727054.500000 Penalty: 529.096863
	Iteration 0F: 2 clusters Score -6727054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -6652431.000000 Penalty: 1058.193726
	Iteration 0F: 3 clusters Score -6652431 nChanged 55087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -6687662.500000 Penalty: 1058.193726
	Iteration 1F: 3 clusters Score -6687662 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -6691304.000000 Penalty: 1058.193726
	Iteration 2F: 3 clusters Score -6691304 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -6696964.500000 Penalty: 1058.193726
	Iteration 3F: 3 clusters Score -6696964 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -6704121.000000 Penalty: 1058.193726
	Iteration 4F: 3 clusters Score -6704121 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -6711070.000000 Penalty: 1058.193726
	Iteration 5F: 3 clusters Score -6711070 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -6715840.500000 Penalty: 1058.193726
	Iteration 6F: 3 clusters Score -6715840 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -6718125.500000 Penalty: 1058.193726
	Iteration 7Q: 3 clusters Score -6718126 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -6719234.500000 Penalty: 1058.193726
	Iteration 8Q: 3 clusters Score -6719234 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -6720120.000000 Penalty: 1058.193726
	Iteration 9Q: 3 clusters Score -6720120 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -6720973.500000 Penalty: 1058.193726
	Iteration 10Q: 3 clusters Score -6720974 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -6721831.500000 Penalty: 1058.193726
	Iteration 11Q: 3 clusters Score -6721832 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -6722733.500000 Penalty: 1058.193726
	Iteration 12Q: 3 clusters Score -6722734 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 91940 members 
Entering Unmasked Estep 
Score: -6723590.000000 Penalty: 1058.193726
	Iteration 13Q: 3 clusters Score -6723590 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -6724303.500000 Penalty: 1058.193726
	Iteration 14Q: 3 clusters Score -6724304 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -6724906.500000 Penalty: 1058.193726
	Iteration 15Q: 3 clusters Score -6724906 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -6725452.500000 Penalty: 1058.193726
	Iteration 16Q: 3 clusters Score -6725452 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -6725931.500000 Penalty: 1058.193726
	Iteration 17Q: 3 clusters Score -6725932 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -6726358.500000 Penalty: 1058.193726
	Iteration 18Q: 3 clusters Score -6726358 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -6726804.000000 Penalty: 1058.193726
	Iteration 19Q: 3 clusters Score -6726804 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 102805 members 
Entering Unmasked Estep 
Score: -6727162.000000 Penalty: 1058.193726
	Iteration 20F: 3 clusters Score -6727162 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -6727489.500000 Penalty: 1058.193726
	Iteration 21Q: 3 clusters Score -6727490 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -6727679.000000 Penalty: 1058.193726
	Iteration 22Q: 3 clusters Score -6727679 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -6727794.000000 Penalty: 1058.193726
	Iteration 23Q: 3 clusters Score -6727794 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -6727884.500000 Penalty: 1058.193726
	Iteration 24Q: 3 clusters Score -6727884 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -6727916.500000 Penalty: 1058.193726
	Iteration 25Q: 3 clusters Score -6727916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -6727913.500000 Penalty: 1058.193726
	Iteration 26Q: 3 clusters Score -6727914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -6727840.000000 Penalty: 1058.193726
	Iteration 27Q: 3 clusters Score -6727840 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -6727770.000000 Penalty: 1058.193726
	Iteration 28Q: 3 clusters Score -6727770 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -6727673.000000 Penalty: 1058.193726
	Iteration 29Q: 3 clusters Score -6727673 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -6727584.000000 Penalty: 1058.193726
	Iteration 30Q: 3 clusters Score -6727584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -6727461.000000 Penalty: 1058.193726
	Iteration 31Q: 3 clusters Score -6727461 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -6727394.000000 Penalty: 1058.193726
	Iteration 32Q: 3 clusters Score -6727394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -6727336.500000 Penalty: 1058.193726
	Iteration 33Q: 3 clusters Score -6727336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -6727310.500000 Penalty: 1058.193726
	Iteration 34Q: 3 clusters Score -6727310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -6727280.000000 Penalty: 1058.193726
	Iteration 35Q: 3 clusters Score -6727280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -6727246.500000 Penalty: 1058.193726
	Iteration 36Q: 3 clusters Score -6727246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -6727234.000000 Penalty: 1058.193726
	Iteration 37Q: 3 clusters Score -6727234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -6727218.000000 Penalty: 1058.193726
	Iteration 38Q: 3 clusters Score -6727218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -6727215.000000 Penalty: 1058.193726
	Iteration 39Q: 3 clusters Score -6727215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -6727191.500000 Penalty: 1058.193726
	Iteration 40F: 3 clusters Score -6727192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -6727165.000000 Penalty: 1058.193726
	Iteration 41Q: 3 clusters Score -6727165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -6727164.500000 Penalty: 1058.193726
	Iteration 42Q: 3 clusters Score -6727164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 111795 members 
Entering Unmasked Estep 
Score: -6727159.500000 Penalty: 1058.193726
	Iteration 43Q: 3 clusters Score -6727160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -6727160.000000 Penalty: 1058.193726
	Iteration 44Q: 3 clusters Score -6727160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -6727141.500000 Penalty: 1058.193726
	Iteration 45Q: 3 clusters Score -6727142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -6727142.500000 Penalty: 1058.193726
	Iteration 46Q: 3 clusters Score -6727142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -6727139.500000 Penalty: 1058.193726
	Iteration 47Q: 3 clusters Score -6727140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -6727139.000000 Penalty: 1058.193726
	Iteration 48Q: 3 clusters Score -6727139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -6727133.500000 Penalty: 1058.193726
	Iteration 49Q: 3 clusters Score -6727134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -6727139.500000 Penalty: 1058.193726
	Iteration 50Q: 3 clusters Score -6727140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 111835 members 
Entering Unmasked Estep 
Score: -6727138.500000 Penalty: 1058.193726
	Iteration 51Q: 3 clusters Score -6727138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -6727138.500000 Penalty: 1058.193726
	Iteration 52Q: 3 clusters Score -6727138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -6727130.500000 Penalty: 1058.193726
	Iteration 53Q: 3 clusters Score -6727130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -6727132.500000 Penalty: 1058.193726
	Iteration 54Q: 3 clusters Score -6727132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -6727131.500000 Penalty: 1058.193726
	Iteration 55Q: 3 clusters Score -6727132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -6727131.000000 Penalty: 1058.193726
	Iteration 56Q: 3 clusters Score -6727131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -6727131.000000 Penalty: 1058.193726
	Iteration 57F: 3 clusters Score -6727131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 111844 members 
Entering Unmasked Estep 
Score: -58196892.000000 Penalty: 33985.316406
Splitting cluster 8 changes total score from -58196988.000000 to -58196892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -14579.339844 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -14579.34 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 133 members 
Entering Unmasked Estep 
Score: -14258.045898 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -14258.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14392.721680 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -14392.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14490.112305 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -14490.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14537.365234 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -14537.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14545.810547 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -14545.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14548.403320 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -14548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14551.789062 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -14551.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14555.807617 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -14555.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14556.149414 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -14556.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14556.149414 Penalty: 504.611145
	Iteration 9F: 3 clusters Score -14556.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -466444.593750 Penalty: 409.070770
	Iteration 0F: 2 clusters Score -466444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -461134.593750 Penalty: 818.141541
	Iteration 0F: 3 clusters Score -461134.6 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -463149.937500 Penalty: 818.141541
	Iteration 1F: 3 clusters Score -463149.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -463319.593750 Penalty: 818.141541
	Iteration 2F: 3 clusters Score -463319.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -463503.218750 Penalty: 818.141541
	Iteration 3Q: 3 clusters Score -463503.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -463761.468750 Penalty: 818.141541
	Iteration 4Q: 3 clusters Score -463761.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -464099.468750 Penalty: 818.141541
	Iteration 5F: 3 clusters Score -464099.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -464548.156250 Penalty: 818.141541
	Iteration 6F: 3 clusters Score -464548.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -464969.968750 Penalty: 818.141541
	Iteration 7F: 3 clusters Score -464970 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -465248.000000 Penalty: 818.141541
	Iteration 8Q: 3 clusters Score -465248 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -465406.906250 Penalty: 818.141541
	Iteration 9Q: 3 clusters Score -465406.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -465516.406250 Penalty: 818.141541
	Iteration 10Q: 3 clusters Score -465516.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -465615.218750 Penalty: 818.141541
	Iteration 11Q: 3 clusters Score -465615.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -465687.250000 Penalty: 818.141541
	Iteration 12Q: 3 clusters Score -465687.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -465739.343750 Penalty: 818.141541
	Iteration 13Q: 3 clusters Score -465739.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -465770.500000 Penalty: 818.141541
	Iteration 14Q: 3 clusters Score -465770.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -465789.968750 Penalty: 818.141541
	Iteration 15Q: 3 clusters Score -465790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -465817.062500 Penalty: 818.141541
	Iteration 16Q: 3 clusters Score -465817.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -465845.437500 Penalty: 818.141541
	Iteration 17Q: 3 clusters Score -465845.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -465866.593750 Penalty: 818.141541
	Iteration 18Q: 3 clusters Score -465866.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -465879.625000 Penalty: 818.141541
	Iteration 19Q: 3 clusters Score -465879.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -465892.156250 Penalty: 818.141541
	Iteration 20F: 3 clusters Score -465892.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -465903.906250 Penalty: 818.141541
	Iteration 21Q: 3 clusters Score -465903.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -465910.937500 Penalty: 818.141541
	Iteration 22Q: 3 clusters Score -465910.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -465913.250000 Penalty: 818.141541
	Iteration 23Q: 3 clusters Score -465913.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -465917.375000 Penalty: 818.141541
	Iteration 24Q: 3 clusters Score -465917.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -465917.531250 Penalty: 818.141541
	Iteration 25Q: 3 clusters Score -465917.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -465921.843750 Penalty: 818.141541
	Iteration 26Q: 3 clusters Score -465921.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -465924.593750 Penalty: 818.141541
	Iteration 27Q: 3 clusters Score -465924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -465925.468750 Penalty: 818.141541
	Iteration 28Q: 3 clusters Score -465925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -465926.781250 Penalty: 818.141541
	Iteration 29Q: 3 clusters Score -465926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -465927.343750 Penalty: 818.141541
	Iteration 30Q: 3 clusters Score -465927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -465928.687500 Penalty: 818.141541
	Iteration 31Q: 3 clusters Score -465928.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -465929.593750 Penalty: 818.141541
	Iteration 32Q: 3 clusters Score -465929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -465932.125000 Penalty: 818.141541
	Iteration 33Q: 3 clusters Score -465932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -465934.593750 Penalty: 818.141541
	Iteration 34Q: 3 clusters Score -465934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -465935.000000 Penalty: 818.141541
	Iteration 35Q: 3 clusters Score -465935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -465935.687500 Penalty: 818.141541
	Iteration 36Q: 3 clusters Score -465935.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -465935.218750 Penalty: 818.141541
	Iteration 37Q: 3 clusters Score -465935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -465935.875000 Penalty: 818.141541
	Iteration 38Q: 3 clusters Score -465935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -465936.906250 Penalty: 818.141541
	Iteration 39Q: 3 clusters Score -465936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -465937.843750 Penalty: 818.141541
	Iteration 40F: 3 clusters Score -465937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -465939.406250 Penalty: 818.141541
	Iteration 41Q: 3 clusters Score -465939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -465939.375000 Penalty: 818.141541
	Iteration 42Q: 3 clusters Score -465939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -465939.968750 Penalty: 818.141541
	Iteration 43Q: 3 clusters Score -465940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -465941.093750 Penalty: 818.141541
	Iteration 44Q: 3 clusters Score -465941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -465941.156250 Penalty: 818.141541
	Iteration 45Q: 3 clusters Score -465941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -465942.656250 Penalty: 818.141541
	Iteration 46Q: 3 clusters Score -465942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -465943.562500 Penalty: 818.141541
	Iteration 47Q: 3 clusters Score -465943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -465943.437500 Penalty: 818.141541
	Iteration 48Q: 3 clusters Score -465943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -465943.937500 Penalty: 818.141541
	Iteration 49Q: 3 clusters Score -465943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -465944.750000 Penalty: 818.141541
	Iteration 50Q: 3 clusters Score -465944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -465944.593750 Penalty: 818.141541
	Iteration 51Q: 3 clusters Score -465944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -465945.531250 Penalty: 818.141541
	Iteration 52Q: 3 clusters Score -465945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -465947.500000 Penalty: 818.141541
	Iteration 53Q: 3 clusters Score -465947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -465947.968750 Penalty: 818.141541
	Iteration 54Q: 3 clusters Score -465948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -465948.875000 Penalty: 818.141541
	Iteration 55Q: 3 clusters Score -465948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -465949.875000 Penalty: 818.141541
	Iteration 56Q: 3 clusters Score -465949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -465952.062500 Penalty: 818.141541
	Iteration 57Q: 3 clusters Score -465952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -465952.125000 Penalty: 818.141541
	Iteration 58Q: 3 clusters Score -465952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -465952.250000 Penalty: 818.141541
	Iteration 59Q: 3 clusters Score -465952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -465951.625000 Penalty: 818.141541
	Iteration 60F: 3 clusters Score -465951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -465952.250000 Penalty: 818.141541
	Iteration 61Q: 3 clusters Score -465952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -465952.406250 Penalty: 818.141541
	Iteration 62Q: 3 clusters Score -465952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -465954.156250 Penalty: 818.141541
	Iteration 63Q: 3 clusters Score -465954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -465955.031250 Penalty: 818.141541
	Iteration 64Q: 3 clusters Score -465955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -465955.781250 Penalty: 818.141541
	Iteration 65Q: 3 clusters Score -465955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -465955.843750 Penalty: 818.141541
	Iteration 66Q: 3 clusters Score -465955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -465956.562500 Penalty: 818.141541
	Iteration 67Q: 3 clusters Score -465956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -465956.000000 Penalty: 818.141541
	Iteration 68Q: 3 clusters Score -465956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -465958.093750 Penalty: 818.141541
	Iteration 69Q: 3 clusters Score -465958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -465958.906250 Penalty: 818.141541
	Iteration 70Q: 3 clusters Score -465958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -465958.937500 Penalty: 818.141541
	Iteration 71Q: 3 clusters Score -465958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -465958.812500 Penalty: 818.141541
	Iteration 72Q: 3 clusters Score -465958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -465960.062500 Penalty: 818.141541
	Iteration 73Q: 3 clusters Score -465960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -465960.281250 Penalty: 818.141541
	Iteration 74Q: 3 clusters Score -465960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -465961.781250 Penalty: 818.141541
	Iteration 75Q: 3 clusters Score -465961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -465961.031250 Penalty: 818.141541
	Iteration 76Q: 3 clusters Score -465961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -465961.218750 Penalty: 818.141541
	Iteration 77Q: 3 clusters Score -465961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -465961.718750 Penalty: 818.141541
	Iteration 78Q: 3 clusters Score -465961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -465961.718750 Penalty: 818.141541
	Iteration 79F: 3 clusters Score -465961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Entering Unmasked Estep 
Score: -3419040.000000 Penalty: 496.999084
	Iteration 0F: 2 clusters Score -3419040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3381632.250000 Penalty: 993.998169
	Iteration 0F: 3 clusters Score -3381632 nChanged 26973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3398807.250000 Penalty: 993.998169
	Iteration 1F: 3 clusters Score -3398807 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3400384.000000 Penalty: 993.998169
	Iteration 2F: 3 clusters Score -3400384 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3403004.250000 Penalty: 993.998169
	Iteration 3F: 3 clusters Score -3403004 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3406649.750000 Penalty: 993.998169
	Iteration 4F: 3 clusters Score -3406650 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3409580.500000 Penalty: 993.998169
	Iteration 5F: 3 clusters Score -3409580 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3410803.750000 Penalty: 993.998169
	Iteration 6Q: 3 clusters Score -3410804 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3411263.750000 Penalty: 993.998169
	Iteration 7Q: 3 clusters Score -3411264 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3411647.750000 Penalty: 993.998169
	Iteration 8Q: 3 clusters Score -3411648 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3412070.250000 Penalty: 993.998169
	Iteration 9Q: 3 clusters Score -3412070 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3412460.000000 Penalty: 993.998169
	Iteration 10Q: 3 clusters Score -3412460 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3412843.750000 Penalty: 993.998169
	Iteration 11Q: 3 clusters Score -3412844 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3413210.250000 Penalty: 993.998169
	Iteration 12Q: 3 clusters Score -3413210 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3413554.250000 Penalty: 993.998169
	Iteration 13Q: 3 clusters Score -3413554 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3413864.250000 Penalty: 993.998169
	Iteration 14Q: 3 clusters Score -3413864 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3414110.500000 Penalty: 993.998169
	Iteration 15Q: 3 clusters Score -3414110 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3414304.750000 Penalty: 993.998169
	Iteration 16Q: 3 clusters Score -3414305 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3414473.250000 Penalty: 993.998169
	Iteration 17Q: 3 clusters Score -3414473 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3414595.000000 Penalty: 993.998169
	Iteration 18Q: 3 clusters Score -3414595 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3414660.000000 Penalty: 993.998169
	Iteration 19Q: 3 clusters Score -3414660 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3414734.500000 Penalty: 993.998169
	Iteration 20F: 3 clusters Score -3414734 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3414774.250000 Penalty: 993.998169
	Iteration 21Q: 3 clusters Score -3414774 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3414820.250000 Penalty: 993.998169
	Iteration 22Q: 3 clusters Score -3414820 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3414852.500000 Penalty: 993.998169
	Iteration 23Q: 3 clusters Score -3414852 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3414868.500000 Penalty: 993.998169
	Iteration 24Q: 3 clusters Score -3414868 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3414880.750000 Penalty: 993.998169
	Iteration 25Q: 3 clusters Score -3414881 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3414888.500000 Penalty: 993.998169
	Iteration 26Q: 3 clusters Score -3414888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3414898.000000 Penalty: 993.998169
	Iteration 27Q: 3 clusters Score -3414898 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3414884.750000 Penalty: 993.998169
	Iteration 28Q: 3 clusters Score -3414885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3414883.750000 Penalty: 993.998169
	Iteration 29Q: 3 clusters Score -3414884 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3414868.750000 Penalty: 993.998169
	Iteration 30Q: 3 clusters Score -3414869 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3414864.250000 Penalty: 993.998169
	Iteration 31Q: 3 clusters Score -3414864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3414878.000000 Penalty: 993.998169
	Iteration 32Q: 3 clusters Score -3414878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3414878.500000 Penalty: 993.998169
	Iteration 33Q: 3 clusters Score -3414878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3414870.000000 Penalty: 993.998169
	Iteration 34Q: 3 clusters Score -3414870 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3414867.000000 Penalty: 993.998169
	Iteration 35Q: 3 clusters Score -3414867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3414863.500000 Penalty: 993.998169
	Iteration 36Q: 3 clusters Score -3414864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3414859.500000 Penalty: 993.998169
	Iteration 37Q: 3 clusters Score -3414860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3414876.250000 Penalty: 993.998169
	Iteration 38Q: 3 clusters Score -3414876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3414871.000000 Penalty: 993.998169
	Iteration 39Q: 3 clusters Score -3414871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3414870.000000 Penalty: 993.998169
	Iteration 40F: 3 clusters Score -3414870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3414858.500000 Penalty: 993.998169
	Iteration 41Q: 3 clusters Score -3414858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3414863.750000 Penalty: 993.998169
	Iteration 42Q: 3 clusters Score -3414864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3414849.000000 Penalty: 993.998169
	Iteration 43Q: 3 clusters Score -3414849 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3414859.000000 Penalty: 993.998169
	Iteration 44Q: 3 clusters Score -3414859 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3414866.250000 Penalty: 993.998169
	Iteration 45Q: 3 clusters Score -3414866 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3414866.250000 Penalty: 993.998169
	Iteration 46Q: 3 clusters Score -3414866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3414855.250000 Penalty: 993.998169
	Iteration 47Q: 3 clusters Score -3414855 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3414859.000000 Penalty: 993.998169
	Iteration 48Q: 3 clusters Score -3414859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3414843.000000 Penalty: 993.998169
	Iteration 49Q: 3 clusters Score -3414843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3414843.250000 Penalty: 993.998169
	Iteration 50Q: 3 clusters Score -3414843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3414841.750000 Penalty: 993.998169
	Iteration 51Q: 3 clusters Score -3414842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3414841.250000 Penalty: 993.998169
	Iteration 52Q: 3 clusters Score -3414841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3414823.500000 Penalty: 993.998169
	Iteration 53Q: 3 clusters Score -3414824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3414836.000000 Penalty: 993.998169
	Iteration 54Q: 3 clusters Score -3414836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3414819.500000 Penalty: 993.998169
	Iteration 55Q: 3 clusters Score -3414820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3414819.250000 Penalty: 993.998169
	Iteration 56Q: 3 clusters Score -3414819 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3414837.000000 Penalty: 993.998169
	Iteration 57Q: 3 clusters Score -3414837 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3414845.750000 Penalty: 993.998169
	Iteration 58Q: 3 clusters Score -3414846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3414855.750000 Penalty: 993.998169
	Iteration 59Q: 3 clusters Score -3414856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3414872.500000 Penalty: 993.998169
	Iteration 60F: 3 clusters Score -3414872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3414897.750000 Penalty: 993.998169
	Iteration 61Q: 3 clusters Score -3414898 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3414889.000000 Penalty: 993.998169
	Iteration 62Q: 3 clusters Score -3414889 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3414904.000000 Penalty: 993.998169
	Iteration 63Q: 3 clusters Score -3414904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3414907.500000 Penalty: 993.998169
	Iteration 64Q: 3 clusters Score -3414908 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3414921.750000 Penalty: 993.998169
	Iteration 65Q: 3 clusters Score -3414922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3414924.750000 Penalty: 993.998169
	Iteration 66Q: 3 clusters Score -3414925 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3414962.250000 Penalty: 993.998169
	Iteration 67Q: 3 clusters Score -3414962 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3414992.750000 Penalty: 993.998169
	Iteration 68Q: 3 clusters Score -3414993 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3415035.250000 Penalty: 993.998169
	Iteration 69Q: 3 clusters Score -3415035 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3415066.500000 Penalty: 993.998169
	Iteration 70Q: 3 clusters Score -3415066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3415107.500000 Penalty: 993.998169
	Iteration 71Q: 3 clusters Score -3415108 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3415145.750000 Penalty: 993.998169
	Iteration 72Q: 3 clusters Score -3415146 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3415198.500000 Penalty: 993.998169
	Iteration 73Q: 3 clusters Score -3415198 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3415258.500000 Penalty: 993.998169
	Iteration 74Q: 3 clusters Score -3415258 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3415341.250000 Penalty: 993.998169
	Iteration 75Q: 3 clusters Score -3415341 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3415435.500000 Penalty: 993.998169
	Iteration 76Q: 3 clusters Score -3415436 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3415541.500000 Penalty: 993.998169
	Iteration 77Q: 3 clusters Score -3415542 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3415649.500000 Penalty: 993.998169
	Iteration 78Q: 3 clusters Score -3415650 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3415791.000000 Penalty: 993.998169
	Iteration 79Q: 3 clusters Score -3415791 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3415942.750000 Penalty: 993.998169
	Iteration 80F: 3 clusters Score -3415943 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3416095.250000 Penalty: 993.998169
	Iteration 81Q: 3 clusters Score -3416095 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3416281.250000 Penalty: 993.998169
	Iteration 82Q: 3 clusters Score -3416281 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3416436.500000 Penalty: 993.998169
	Iteration 83Q: 3 clusters Score -3416436 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3416625.500000 Penalty: 993.998169
	Iteration 84Q: 3 clusters Score -3416626 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3416797.750000 Penalty: 993.998169
	Iteration 85Q: 3 clusters Score -3416798 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3416965.250000 Penalty: 993.998169
	Iteration 86Q: 3 clusters Score -3416965 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3417127.000000 Penalty: 993.998169
	Iteration 87Q: 3 clusters Score -3417127 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3417323.500000 Penalty: 993.998169
	Iteration 88Q: 3 clusters Score -3417324 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3417493.500000 Penalty: 993.998169
	Iteration 89Q: 3 clusters Score -3417494 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3417644.750000 Penalty: 993.998169
	Iteration 90Q: 3 clusters Score -3417645 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3417759.750000 Penalty: 993.998169
	Iteration 91Q: 3 clusters Score -3417760 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3417852.750000 Penalty: 993.998169
	Iteration 92Q: 3 clusters Score -3417853 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3417961.750000 Penalty: 993.998169
	Iteration 93Q: 3 clusters Score -3417962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3418048.250000 Penalty: 993.998169
	Iteration 94Q: 3 clusters Score -3418048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3418118.500000 Penalty: 993.998169
	Iteration 95Q: 3 clusters Score -3418118 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3418164.500000 Penalty: 993.998169
	Iteration 96Q: 3 clusters Score -3418164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3418211.000000 Penalty: 993.998169
	Iteration 97Q: 3 clusters Score -3418211 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3418230.000000 Penalty: 993.998169
	Iteration 98Q: 3 clusters Score -3418230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3418266.250000 Penalty: 993.998169
	Iteration 99Q: 3 clusters Score -3418266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3418295.750000 Penalty: 993.998169
	Iteration 100F: 3 clusters Score -3418296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3418344.000000 Penalty: 993.998169
	Iteration 101Q: 3 clusters Score -3418344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3418369.750000 Penalty: 993.998169
	Iteration 102Q: 3 clusters Score -3418370 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3418393.000000 Penalty: 993.998169
	Iteration 103Q: 3 clusters Score -3418393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3418427.250000 Penalty: 993.998169
	Iteration 104Q: 3 clusters Score -3418427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3418453.000000 Penalty: 993.998169
	Iteration 105Q: 3 clusters Score -3418453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3418470.250000 Penalty: 993.998169
	Iteration 106Q: 3 clusters Score -3418470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3418490.250000 Penalty: 993.998169
	Iteration 107Q: 3 clusters Score -3418490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3418515.750000 Penalty: 993.998169
	Iteration 108Q: 3 clusters Score -3418516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3418531.500000 Penalty: 993.998169
	Iteration 109Q: 3 clusters Score -3418532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3418550.750000 Penalty: 993.998169
	Iteration 110Q: 3 clusters Score -3418551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3418564.250000 Penalty: 993.998169
	Iteration 111Q: 3 clusters Score -3418564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3418569.250000 Penalty: 993.998169
	Iteration 112Q: 3 clusters Score -3418569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3418586.750000 Penalty: 993.998169
	Iteration 113Q: 3 clusters Score -3418587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3418602.500000 Penalty: 993.998169
	Iteration 114Q: 3 clusters Score -3418602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3418620.250000 Penalty: 993.998169
	Iteration 115Q: 3 clusters Score -3418620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3418635.000000 Penalty: 993.998169
	Iteration 116Q: 3 clusters Score -3418635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3418646.750000 Penalty: 993.998169
	Iteration 117Q: 3 clusters Score -3418647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3418661.000000 Penalty: 993.998169
	Iteration 118Q: 3 clusters Score -3418661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3418676.000000 Penalty: 993.998169
	Iteration 119Q: 3 clusters Score -3418676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3418684.500000 Penalty: 993.998169
	Iteration 120F: 3 clusters Score -3418684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3418689.750000 Penalty: 993.998169
	Iteration 121Q: 3 clusters Score -3418690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3418689.750000 Penalty: 993.998169
	Iteration 122Q: 3 clusters Score -3418690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3418688.750000 Penalty: 993.998169
	Iteration 123Q: 3 clusters Score -3418689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3418690.500000 Penalty: 993.998169
	Iteration 124Q: 3 clusters Score -3418690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3418693.750000 Penalty: 993.998169
	Iteration 125Q: 3 clusters Score -3418694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3418693.750000 Penalty: 993.998169
	Iteration 126F: 3 clusters Score -3418694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -122345.757812 Penalty: 346.853485
	Iteration 0F: 2 clusters Score -122345.8 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 1005 members 
Entering Unmasked Estep 
Score: -120913.945312 Penalty: 693.706970
	Iteration 0F: 3 clusters Score -120913.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -121582.476562 Penalty: 693.706970
	Iteration 1F: 3 clusters Score -121582.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -121798.210938 Penalty: 693.706970
	Iteration 2F: 3 clusters Score -121798.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121985.992188 Penalty: 693.706970
	Iteration 3F: 3 clusters Score -121986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122150.382812 Penalty: 693.706970
	Iteration 4F: 3 clusters Score -122150.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122319.273438 Penalty: 693.706970
	Iteration 5F: 3 clusters Score -122319.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122451.546875 Penalty: 693.706970
	Iteration 6Q: 3 clusters Score -122451.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122645.671875 Penalty: 693.706970
	Iteration 7Q: 3 clusters Score -122645.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122981.132812 Penalty: 693.706970
	Iteration 8Q: 3 clusters Score -122981.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123096.375000 Penalty: 693.706970
	Iteration 9Q: 3 clusters Score -123096.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123162.156250 Penalty: 693.706970
	Iteration 10Q: 3 clusters Score -123162.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123231.257812 Penalty: 693.706970
	Iteration 11Q: 3 clusters Score -123231.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123263.078125 Penalty: 693.706970
	Iteration 12Q: 3 clusters Score -123263.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123275.687500 Penalty: 693.706970
	Iteration 13Q: 3 clusters Score -123275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123285.195312 Penalty: 693.706970
	Iteration 14Q: 3 clusters Score -123285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -123288.382812 Penalty: 693.706970
	Iteration 15Q: 3 clusters Score -123288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -123288.476562 Penalty: 693.706970
	Iteration 16Q: 3 clusters Score -123288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123288.687500 Penalty: 693.706970
	Iteration 17Q: 3 clusters Score -123288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123289.007812 Penalty: 693.706970
	Iteration 18Q: 3 clusters Score -123289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123289.523438 Penalty: 693.706970
	Iteration 19Q: 3 clusters Score -123289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123289.515625 Penalty: 693.706970
	Iteration 20F: 3 clusters Score -123289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -123290.023438 Penalty: 693.706970
	Iteration 21Q: 3 clusters Score -123290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123290.390625 Penalty: 693.706970
	Iteration 22Q: 3 clusters Score -123290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123290.671875 Penalty: 693.706970
	Iteration 23Q: 3 clusters Score -123290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123290.671875 Penalty: 693.706970
	Iteration 24F: 3 clusters Score -123290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
Score: -58197620.000000 Penalty: 33985.316406
Splitting cluster 12 changes total score from -58196988.000000 to -58197620.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 13 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -57100.218750 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -57100.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56299.562500 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -56299.56 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56573.011719 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -56573.01 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56672.515625 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -56672.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56752.269531 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -56752.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56824.718750 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -56824.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -56879.695312 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -56879.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -56953.253906 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -56953.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57110.750000 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -57110.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57204.441406 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -57204.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57227.156250 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -57227.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57235.296875 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -57235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57241.367188 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -57241.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57243.675781 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -57243.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57246.203125 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -57246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57248.402344 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -57248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57263.675781 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -57263.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57283.257812 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -57283.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57302.796875 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -57302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57316.816406 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -57316.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57318.570312 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -57318.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57319.359375 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -57319.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Entering Unmasked Estep 
Score: -58197528.000000 Penalty: 34614.671875
Splitting cluster 13 changes total score from -58196988.000000 to -58197528.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 333 members 
Entering Unmasked Estep 
Score: -37638.804688 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37638.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37792.031250 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37792.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37814.953125 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37814.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37834.320312 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37834.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37843.507812 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37843.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37851.023438 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37851.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37858.429688 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37858.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37863.742188 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37863.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37865.492188 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37865.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37868.046875 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37868.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37869.316406 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37869.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37871.011719 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37871.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37873.042969 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37873.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37874.468750 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37874.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37875.917969 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37875.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37877.195312 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -37877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37878.734375 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -37878.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37882.046875 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -37882.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37883.070312 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -37883.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37883.070312 Penalty: 590.931580
	Iteration 19F: 3 clusters Score -37883.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -84408.687500 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -84408.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83308.789062 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -83308.79 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83813.382812 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -83813.38 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84005.257812 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -84005.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -84156.828125 Penalty: 662.103699
	Iteration 3F: 3 clusters Score -84156.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84253.632812 Penalty: 662.103699
	Iteration 4F: 3 clusters Score -84253.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84290.492188 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -84290.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84314.085938 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -84314.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84331.828125 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -84331.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -84348.914062 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -84348.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -84368.921875 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -84368.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84381.804688 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -84381.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -84392.648438 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -84392.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -84404.234375 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -84404.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -84417.226562 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -84417.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84429.796875 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -84429.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -84443.296875 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -84443.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -84459.179688 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -84459.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -84474.695312 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -84474.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -84495.726562 Penalty: 662.103699
	Iteration 18Q: 3 clusters Score -84495.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84520.734375 Penalty: 662.103699
	Iteration 19Q: 3 clusters Score -84520.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -84540.562500 Penalty: 662.103699
	Iteration 20F: 3 clusters Score -84540.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -84556.570312 Penalty: 662.103699
	Iteration 21Q: 3 clusters Score -84556.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -84568.335938 Penalty: 662.103699
	Iteration 22Q: 3 clusters Score -84568.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -84577.960938 Penalty: 662.103699
	Iteration 23Q: 3 clusters Score -84577.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -84581.453125 Penalty: 662.103699
	Iteration 24Q: 3 clusters Score -84581.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -84584.828125 Penalty: 662.103699
	Iteration 25Q: 3 clusters Score -84584.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -84585.781250 Penalty: 662.103699
	Iteration 26Q: 3 clusters Score -84585.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -84586.593750 Penalty: 662.103699
	Iteration 27Q: 3 clusters Score -84586.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -84588.085938 Penalty: 662.103699
	Iteration 28Q: 3 clusters Score -84588.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -84588.859375 Penalty: 662.103699
	Iteration 29Q: 3 clusters Score -84588.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -84590.039062 Penalty: 662.103699
	Iteration 30Q: 3 clusters Score -84590.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -84590.632812 Penalty: 662.103699
	Iteration 31Q: 3 clusters Score -84590.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -84590.648438 Penalty: 662.103699
	Iteration 32Q: 3 clusters Score -84590.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -84591.406250 Penalty: 662.103699
	Iteration 33Q: 3 clusters Score -84591.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -84591.296875 Penalty: 662.103699
	Iteration 34Q: 3 clusters Score -84591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -84591.296875 Penalty: 662.103699
	Iteration 35F: 3 clusters Score -84591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Entering Unmasked Estep 
Score: -58197412.000000 Penalty: 35244.031250
Splitting cluster 15 changes total score from -58196988.000000 to -58197412.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 16 (127521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Entering Unmasked Estep 
Score: -7608015.000000 Penalty: 534.899658
	Iteration 0F: 2 clusters Score -7608015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -7525798.000000 Penalty: 1069.799316
	Iteration 0F: 3 clusters Score -7525798 nChanged 62483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -7565847.000000 Penalty: 1069.799316
	Iteration 1F: 3 clusters Score -7565847 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -7570389.500000 Penalty: 1069.799316
	Iteration 2F: 3 clusters Score -7570390 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -7577504.500000 Penalty: 1069.799316
	Iteration 3F: 3 clusters Score -7577504 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -7586166.000000 Penalty: 1069.799316
	Iteration 4F: 3 clusters Score -7586166 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -7593940.500000 Penalty: 1069.799316
	Iteration 5F: 3 clusters Score -7593940 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -7598522.000000 Penalty: 1069.799316
	Iteration 6F: 3 clusters Score -7598522 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -7600552.000000 Penalty: 1069.799316
	Iteration 7Q: 3 clusters Score -7600552 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -7601814.000000 Penalty: 1069.799316
	Iteration 8Q: 3 clusters Score -7601814 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -7602938.000000 Penalty: 1069.799316
	Iteration 9Q: 3 clusters Score -7602938 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 102189 members 
Entering Unmasked Estep 
Score: -7603841.000000 Penalty: 1069.799316
	Iteration 10Q: 3 clusters Score -7603841 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -7604819.000000 Penalty: 1069.799316
	Iteration 11Q: 3 clusters Score -7604819 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -7605631.500000 Penalty: 1069.799316
	Iteration 12Q: 3 clusters Score -7605632 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -7606392.500000 Penalty: 1069.799316
	Iteration 13Q: 3 clusters Score -7606392 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -7606987.500000 Penalty: 1069.799316
	Iteration 14Q: 3 clusters Score -7606988 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -7607381.000000 Penalty: 1069.799316
	Iteration 15Q: 3 clusters Score -7607381 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
Score: -7607612.500000 Penalty: 1069.799316
	Iteration 16Q: 3 clusters Score -7607612 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -7607731.500000 Penalty: 1069.799316
	Iteration 17Q: 3 clusters Score -7607732 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 123333 members 
Entering Unmasked Estep 
Score: -7607781.000000 Penalty: 1069.799316
	Iteration 18Q: 3 clusters Score -7607781 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -7607728.000000 Penalty: 1069.799316
	Iteration 19Q: 3 clusters Score -7607728 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -7607946.500000 Penalty: 1069.799316
	Iteration 20F: 3 clusters Score -7607946 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -7607973.500000 Penalty: 1069.799316
	Iteration 21Q: 3 clusters Score -7607974 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -7607954.500000 Penalty: 1069.799316
	Iteration 22Q: 3 clusters Score -7607954 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -7607932.500000 Penalty: 1069.799316
	Iteration 23Q: 3 clusters Score -7607932 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 126622 members 
Entering Unmasked Estep 
Score: -7607888.500000 Penalty: 1069.799316
	Iteration 24Q: 3 clusters Score -7607888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -7607883.000000 Penalty: 1069.799316
	Iteration 25Q: 3 clusters Score -7607883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -7607871.000000 Penalty: 1069.799316
	Iteration 26Q: 3 clusters Score -7607871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -7607831.500000 Penalty: 1069.799316
	Iteration 27Q: 3 clusters Score -7607832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -7607810.500000 Penalty: 1069.799316
	Iteration 28Q: 3 clusters Score -7607810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -7607805.000000 Penalty: 1069.799316
	Iteration 29Q: 3 clusters Score -7607805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -7607797.000000 Penalty: 1069.799316
	Iteration 30Q: 3 clusters Score -7607797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 127144 members 
Entering Unmasked Estep 
Score: -7607795.000000 Penalty: 1069.799316
	Iteration 31Q: 3 clusters Score -7607795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -7607781.000000 Penalty: 1069.799316
	Iteration 32Q: 3 clusters Score -7607781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -7607766.000000 Penalty: 1069.799316
	Iteration 33Q: 3 clusters Score -7607766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -7607777.500000 Penalty: 1069.799316
	Iteration 34Q: 3 clusters Score -7607778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -7607764.500000 Penalty: 1069.799316
	Iteration 35Q: 3 clusters Score -7607764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 127247 members 
Entering Unmasked Estep 
Score: -7607763.000000 Penalty: 1069.799316
	Iteration 36Q: 3 clusters Score -7607763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -7607753.500000 Penalty: 1069.799316
	Iteration 37Q: 3 clusters Score -7607754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127260 members 
Entering Unmasked Estep 
Score: -7607749.500000 Penalty: 1069.799316
	Iteration 38Q: 3 clusters Score -7607750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -7607746.000000 Penalty: 1069.799316
	Iteration 39Q: 3 clusters Score -7607746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 127273 members 
Entering Unmasked Estep 
Score: -7607757.000000 Penalty: 1069.799316
	Iteration 40F: 3 clusters Score -7607757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -7607761.500000 Penalty: 1069.799316
	Iteration 41Q: 3 clusters Score -7607762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -7607753.000000 Penalty: 1069.799316
	Iteration 42Q: 3 clusters Score -7607753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 127281 members 
Entering Unmasked Estep 
Score: -7607759.000000 Penalty: 1069.799316
	Iteration 43Q: 3 clusters Score -7607759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -7607754.000000 Penalty: 1069.799316
	Iteration 44Q: 3 clusters Score -7607754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -7607754.000000 Penalty: 1069.799316
	Iteration 45F: 3 clusters Score -7607754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Entering Unmasked Estep 
Score: -7712450.000000 Penalty: 536.196533
	Iteration 0F: 2 clusters Score -7712450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -7624764.500000 Penalty: 1072.393066
	Iteration 0F: 3 clusters Score -7624764 nChanged 64288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -7667048.500000 Penalty: 1072.393066
	Iteration 1F: 3 clusters Score -7667048 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -7672775.000000 Penalty: 1072.393066
	Iteration 2F: 3 clusters Score -7672775 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -7681847.500000 Penalty: 1072.393066
	Iteration 3F: 3 clusters Score -7681848 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110803 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -7693351.500000 Penalty: 1072.393066
	Iteration 4F: 3 clusters Score -7693352 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -7702905.500000 Penalty: 1072.393066
	Iteration 5F: 3 clusters Score -7702906 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125564 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7708156.500000 Penalty: 1072.393066
	Iteration 6Q: 3 clusters Score -7708156 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127947 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7710347.000000 Penalty: 1072.393066
	Iteration 7Q: 3 clusters Score -7710347 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7711254.000000 Penalty: 1072.393066
	Iteration 8Q: 3 clusters Score -7711254 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129573 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7711693.500000 Penalty: 1072.393066
	Iteration 9Q: 3 clusters Score -7711694 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7711884.000000 Penalty: 1072.393066
	Iteration 10Q: 3 clusters Score -7711884 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7711961.000000 Penalty: 1072.393066
	Iteration 11Q: 3 clusters Score -7711961 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130211 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7712018.500000 Penalty: 1072.393066
	Iteration 12Q: 3 clusters Score -7712018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7712065.000000 Penalty: 1072.393066
	Iteration 13Q: 3 clusters Score -7712065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130376 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7712108.000000 Penalty: 1072.393066
	Iteration 14Q: 3 clusters Score -7712108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7712116.500000 Penalty: 1072.393066
	Iteration 15Q: 3 clusters Score -7712116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7712127.500000 Penalty: 1072.393066
	Iteration 16Q: 3 clusters Score -7712128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7712129.000000 Penalty: 1072.393066
	Iteration 17Q: 3 clusters Score -7712129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7712147.000000 Penalty: 1072.393066
	Iteration 18Q: 3 clusters Score -7712147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130539 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7712157.000000 Penalty: 1072.393066
	Iteration 19Q: 3 clusters Score -7712157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7712153.000000 Penalty: 1072.393066
	Iteration 20F: 3 clusters Score -7712153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7712155.000000 Penalty: 1072.393066
	Iteration 21Q: 3 clusters Score -7712155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7712176.500000 Penalty: 1072.393066
	Iteration 22Q: 3 clusters Score -7712176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7712186.500000 Penalty: 1072.393066
	Iteration 23Q: 3 clusters Score -7712186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130622 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7712191.500000 Penalty: 1072.393066
	Iteration 24Q: 3 clusters Score -7712192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7712200.000000 Penalty: 1072.393066
	Iteration 25Q: 3 clusters Score -7712200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7712204.000000 Penalty: 1072.393066
	Iteration 26Q: 3 clusters Score -7712204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130678 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7712217.000000 Penalty: 1072.393066
	Iteration 27Q: 3 clusters Score -7712217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130688 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7712211.000000 Penalty: 1072.393066
	Iteration 28Q: 3 clusters Score -7712211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130694 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7712221.500000 Penalty: 1072.393066
	Iteration 29Q: 3 clusters Score -7712222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130698 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7712226.000000 Penalty: 1072.393066
	Iteration 30Q: 3 clusters Score -7712226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7712223.500000 Penalty: 1072.393066
	Iteration 31Q: 3 clusters Score -7712224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130712 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7712230.500000 Penalty: 1072.393066
	Iteration 32Q: 3 clusters Score -7712230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7712233.500000 Penalty: 1072.393066
	Iteration 33Q: 3 clusters Score -7712234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7712236.000000 Penalty: 1072.393066
	Iteration 34Q: 3 clusters Score -7712236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7712231.500000 Penalty: 1072.393066
	Iteration 35Q: 3 clusters Score -7712232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7712232.500000 Penalty: 1072.393066
	Iteration 36Q: 3 clusters Score -7712232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7712236.000000 Penalty: 1072.393066
	Iteration 37Q: 3 clusters Score -7712236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7712233.500000 Penalty: 1072.393066
	Iteration 38Q: 3 clusters Score -7712234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7712235.000000 Penalty: 1072.393066
	Iteration 39Q: 3 clusters Score -7712235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7712235.000000 Penalty: 1072.393066
	Iteration 40F: 3 clusters Score -7712235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Entering Unmasked Estep 
Score: -7473839.500000 Penalty: 533.618713
	Iteration 0F: 2 clusters Score -7473840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -7391737.500000 Penalty: 1067.237427
	Iteration 0F: 3 clusters Score -7391738 nChanged 60682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -7427589.000000 Penalty: 1067.237427
	Iteration 1F: 3 clusters Score -7427589 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -7428014.500000 Penalty: 1067.237427
	Iteration 2Q: 3 clusters Score -7428014 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -7428673.000000 Penalty: 1067.237427
	Iteration 3Q: 3 clusters Score -7428673 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -7429776.000000 Penalty: 1067.237427
	Iteration 4Q: 3 clusters Score -7429776 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -7431975.000000 Penalty: 1067.237427
	Iteration 5Q: 3 clusters Score -7431975 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -7435819.000000 Penalty: 1067.237427
	Iteration 6F: 3 clusters Score -7435819 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -7441953.000000 Penalty: 1067.237427
	Iteration 7F: 3 clusters Score -7441953 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -7449269.000000 Penalty: 1067.237427
	Iteration 8F: 3 clusters Score -7449269 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -7455516.500000 Penalty: 1067.237427
	Iteration 9F: 3 clusters Score -7455516 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -7459670.000000 Penalty: 1067.237427
	Iteration 10Q: 3 clusters Score -7459670 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -7462502.000000 Penalty: 1067.237427
	Iteration 11Q: 3 clusters Score -7462502 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -7464736.500000 Penalty: 1067.237427
	Iteration 12Q: 3 clusters Score -7464736 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 113553 members 
Entering Unmasked Estep 
Score: -7466683.500000 Penalty: 1067.237427
	Iteration 13Q: 3 clusters Score -7466684 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -7468431.500000 Penalty: 1067.237427
	Iteration 14Q: 3 clusters Score -7468432 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -7469890.500000 Penalty: 1067.237427
	Iteration 15Q: 3 clusters Score -7469890 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -7471046.500000 Penalty: 1067.237427
	Iteration 16Q: 3 clusters Score -7471046 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 121935 members 
Entering Unmasked Estep 
Score: -7471939.500000 Penalty: 1067.237427
	Iteration 17Q: 3 clusters Score -7471940 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -7472683.000000 Penalty: 1067.237427
	Iteration 18Q: 3 clusters Score -7472683 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -7473091.500000 Penalty: 1067.237427
	Iteration 19Q: 3 clusters Score -7473092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -7473245.000000 Penalty: 1067.237427
	Iteration 20F: 3 clusters Score -7473245 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -7473319.000000 Penalty: 1067.237427
	Iteration 21Q: 3 clusters Score -7473319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -7473346.000000 Penalty: 1067.237427
	Iteration 22Q: 3 clusters Score -7473346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -7473352.500000 Penalty: 1067.237427
	Iteration 23Q: 3 clusters Score -7473352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -7473352.500000 Penalty: 1067.237427
	Iteration 24Q: 3 clusters Score -7473352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -7473352.500000 Penalty: 1067.237427
	Iteration 25F: 3 clusters Score -7473352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -223486.093750 Penalty: 374.720947
	Iteration 0F: 2 clusters Score -223486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -220956.375000 Penalty: 749.441895
	Iteration 0F: 3 clusters Score -220956.4 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -221868.859375 Penalty: 749.441895
	Iteration 1F: 3 clusters Score -221868.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -222082.015625 Penalty: 749.441895
	Iteration 2F: 3 clusters Score -222082 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -222373.125000 Penalty: 749.441895
	Iteration 3F: 3 clusters Score -222373.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -222609.921875 Penalty: 749.441895
	Iteration 4F: 3 clusters Score -222609.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -222757.703125 Penalty: 749.441895
	Iteration 5F: 3 clusters Score -222757.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -222838.281250 Penalty: 749.441895
	Iteration 6Q: 3 clusters Score -222838.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -222893.906250 Penalty: 749.441895
	Iteration 7Q: 3 clusters Score -222893.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -222929.515625 Penalty: 749.441895
	Iteration 8Q: 3 clusters Score -222929.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -222953.093750 Penalty: 749.441895
	Iteration 9Q: 3 clusters Score -222953.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222970.000000 Penalty: 749.441895
	Iteration 10Q: 3 clusters Score -222970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -222984.062500 Penalty: 749.441895
	Iteration 11Q: 3 clusters Score -222984.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -222999.296875 Penalty: 749.441895
	Iteration 12Q: 3 clusters Score -222999.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223022.078125 Penalty: 749.441895
	Iteration 13Q: 3 clusters Score -223022.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223042.015625 Penalty: 749.441895
	Iteration 14Q: 3 clusters Score -223042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223065.531250 Penalty: 749.441895
	Iteration 15Q: 3 clusters Score -223065.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223080.843750 Penalty: 749.441895
	Iteration 16Q: 3 clusters Score -223080.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -223096.156250 Penalty: 749.441895
	Iteration 17Q: 3 clusters Score -223096.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -223125.359375 Penalty: 749.441895
	Iteration 18Q: 3 clusters Score -223125.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -223172.328125 Penalty: 749.441895
	Iteration 19Q: 3 clusters Score -223172.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -223214.546875 Penalty: 749.441895
	Iteration 20F: 3 clusters Score -223214.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223256.250000 Penalty: 749.441895
	Iteration 21Q: 3 clusters Score -223256.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -223287.312500 Penalty: 749.441895
	Iteration 22Q: 3 clusters Score -223287.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223307.578125 Penalty: 749.441895
	Iteration 23Q: 3 clusters Score -223307.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -223321.812500 Penalty: 749.441895
	Iteration 24Q: 3 clusters Score -223321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -223327.781250 Penalty: 749.441895
	Iteration 25Q: 3 clusters Score -223327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -223333.859375 Penalty: 749.441895
	Iteration 26Q: 3 clusters Score -223333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -223335.875000 Penalty: 749.441895
	Iteration 27Q: 3 clusters Score -223335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223336.515625 Penalty: 749.441895
	Iteration 28Q: 3 clusters Score -223336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -223336.609375 Penalty: 749.441895
	Iteration 29Q: 3 clusters Score -223336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -223336.890625 Penalty: 749.441895
	Iteration 30Q: 3 clusters Score -223336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -223337.781250 Penalty: 749.441895
	Iteration 31Q: 3 clusters Score -223337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -223337.796875 Penalty: 749.441895
	Iteration 32Q: 3 clusters Score -223337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -223339.046875 Penalty: 749.441895
	Iteration 33Q: 3 clusters Score -223339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -223339.406250 Penalty: 749.441895
	Iteration 34Q: 3 clusters Score -223339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223339.687500 Penalty: 749.441895
	Iteration 35Q: 3 clusters Score -223339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -223339.750000 Penalty: 749.441895
	Iteration 36Q: 3 clusters Score -223339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -223340.671875 Penalty: 749.441895
	Iteration 37Q: 3 clusters Score -223340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -223340.781250 Penalty: 749.441895
	Iteration 38Q: 3 clusters Score -223340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -223340.984375 Penalty: 749.441895
	Iteration 39Q: 3 clusters Score -223341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -223340.984375 Penalty: 749.441895
	Iteration 40F: 3 clusters Score -223341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -536703.375000 Penalty: 413.717041
	Iteration 0F: 2 clusters Score -536703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -530842.687500 Penalty: 827.434082
	Iteration 0F: 3 clusters Score -530842.7 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -533340.437500 Penalty: 827.434082
	Iteration 1F: 3 clusters Score -533340.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -533838.750000 Penalty: 827.434082
	Iteration 2F: 3 clusters Score -533838.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -534426.562500 Penalty: 827.434082
	Iteration 3F: 3 clusters Score -534426.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -534967.125000 Penalty: 827.434082
	Iteration 4F: 3 clusters Score -534967.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -535287.750000 Penalty: 827.434082
	Iteration 5F: 3 clusters Score -535287.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -535412.187500 Penalty: 827.434082
	Iteration 6Q: 3 clusters Score -535412.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -535479.812500 Penalty: 827.434082
	Iteration 7Q: 3 clusters Score -535479.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -535543.625000 Penalty: 827.434082
	Iteration 8Q: 3 clusters Score -535543.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -535605.875000 Penalty: 827.434082
	Iteration 9Q: 3 clusters Score -535605.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -535667.000000 Penalty: 827.434082
	Iteration 10Q: 3 clusters Score -535667 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -535721.687500 Penalty: 827.434082
	Iteration 11Q: 3 clusters Score -535721.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -535762.750000 Penalty: 827.434082
	Iteration 12Q: 3 clusters Score -535762.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -535794.562500 Penalty: 827.434082
	Iteration 13Q: 3 clusters Score -535794.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -535823.125000 Penalty: 827.434082
	Iteration 14Q: 3 clusters Score -535823.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -535842.187500 Penalty: 827.434082
	Iteration 15Q: 3 clusters Score -535842.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -535856.562500 Penalty: 827.434082
	Iteration 16Q: 3 clusters Score -535856.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -535870.750000 Penalty: 827.434082
	Iteration 17Q: 3 clusters Score -535870.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -535881.000000 Penalty: 827.434082
	Iteration 18Q: 3 clusters Score -535881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -535894.312500 Penalty: 827.434082
	Iteration 19Q: 3 clusters Score -535894.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -535907.312500 Penalty: 827.434082
	Iteration 20F: 3 clusters Score -535907.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -535917.437500 Penalty: 827.434082
	Iteration 21Q: 3 clusters Score -535917.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -535925.125000 Penalty: 827.434082
	Iteration 22Q: 3 clusters Score -535925.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -535932.312500 Penalty: 827.434082
	Iteration 23Q: 3 clusters Score -535932.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -535937.250000 Penalty: 827.434082
	Iteration 24Q: 3 clusters Score -535937.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -535942.625000 Penalty: 827.434082
	Iteration 25Q: 3 clusters Score -535942.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -535945.750000 Penalty: 827.434082
	Iteration 26Q: 3 clusters Score -535945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -535949.375000 Penalty: 827.434082
	Iteration 27Q: 3 clusters Score -535949.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -535949.687500 Penalty: 827.434082
	Iteration 28Q: 3 clusters Score -535949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -535948.750000 Penalty: 827.434082
	Iteration 29Q: 3 clusters Score -535948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -535950.500000 Penalty: 827.434082
	Iteration 30Q: 3 clusters Score -535950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -535952.125000 Penalty: 827.434082
	Iteration 31Q: 3 clusters Score -535952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -535953.750000 Penalty: 827.434082
	Iteration 32Q: 3 clusters Score -535953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -535953.437500 Penalty: 827.434082
	Iteration 33Q: 3 clusters Score -535953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -535952.875000 Penalty: 827.434082
	Iteration 34Q: 3 clusters Score -535952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -535953.375000 Penalty: 827.434082
	Iteration 35Q: 3 clusters Score -535953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -535953.562500 Penalty: 827.434082
	Iteration 36Q: 3 clusters Score -535953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -535953.687500 Penalty: 827.434082
	Iteration 37Q: 3 clusters Score -535953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -535952.875000 Penalty: 827.434082
	Iteration 38Q: 3 clusters Score -535952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -535953.812500 Penalty: 827.434082
	Iteration 39Q: 3 clusters Score -535953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -535954.812500 Penalty: 827.434082
	Iteration 40F: 3 clusters Score -535954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -535954.687500 Penalty: 827.434082
	Iteration 41Q: 3 clusters Score -535954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -535955.125000 Penalty: 827.434082
	Iteration 42Q: 3 clusters Score -535955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -535954.687500 Penalty: 827.434082
	Iteration 43Q: 3 clusters Score -535954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -535954.687500 Penalty: 827.434082
	Iteration 44Q: 3 clusters Score -535954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -535955.375000 Penalty: 827.434082
	Iteration 45Q: 3 clusters Score -535955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -535956.687500 Penalty: 827.434082
	Iteration 46Q: 3 clusters Score -535956.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -535957.000000 Penalty: 827.434082
	Iteration 47Q: 3 clusters Score -535957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -535959.062500 Penalty: 827.434082
	Iteration 48Q: 3 clusters Score -535959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -535957.937500 Penalty: 827.434082
	Iteration 49Q: 3 clusters Score -535957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -535958.875000 Penalty: 827.434082
	Iteration 50Q: 3 clusters Score -535958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -535960.625000 Penalty: 827.434082
	Iteration 51Q: 3 clusters Score -535960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -535959.937500 Penalty: 827.434082
	Iteration 52Q: 3 clusters Score -535959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -535961.562500 Penalty: 827.434082
	Iteration 53Q: 3 clusters Score -535961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -535962.312500 Penalty: 827.434082
	Iteration 54Q: 3 clusters Score -535962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -535962.187500 Penalty: 827.434082
	Iteration 55Q: 3 clusters Score -535962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -535963.250000 Penalty: 827.434082
	Iteration 56Q: 3 clusters Score -535963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -535963.812500 Penalty: 827.434082
	Iteration 57Q: 3 clusters Score -535963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -535963.687500 Penalty: 827.434082
	Iteration 58Q: 3 clusters Score -535963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -535963.187500 Penalty: 827.434082
	Iteration 59Q: 3 clusters Score -535963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -535963.000000 Penalty: 827.434082
	Iteration 60F: 3 clusters Score -535963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -535964.250000 Penalty: 827.434082
	Iteration 61Q: 3 clusters Score -535964.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -535964.062500 Penalty: 827.434082
	Iteration 62Q: 3 clusters Score -535964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -535964.187500 Penalty: 827.434082
	Iteration 63Q: 3 clusters Score -535964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -535965.062500 Penalty: 827.434082
	Iteration 64Q: 3 clusters Score -535965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -535966.125000 Penalty: 827.434082
	Iteration 65Q: 3 clusters Score -535966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -535965.875000 Penalty: 827.434082
	Iteration 66Q: 3 clusters Score -535965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -535967.062500 Penalty: 827.434082
	Iteration 67Q: 3 clusters Score -535967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -535966.875000 Penalty: 827.434082
	Iteration 68Q: 3 clusters Score -535966.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -535967.250000 Penalty: 827.434082
	Iteration 69Q: 3 clusters Score -535967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -535967.875000 Penalty: 827.434082
	Iteration 70Q: 3 clusters Score -535967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -535969.312500 Penalty: 827.434082
	Iteration 71Q: 3 clusters Score -535969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -535968.812500 Penalty: 827.434082
	Iteration 72Q: 3 clusters Score -535968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -535970.000000 Penalty: 827.434082
	Iteration 73Q: 3 clusters Score -535970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -535969.875000 Penalty: 827.434082
	Iteration 74Q: 3 clusters Score -535969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -535971.250000 Penalty: 827.434082
	Iteration 75Q: 3 clusters Score -535971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -535971.937500 Penalty: 827.434082
	Iteration 76Q: 3 clusters Score -535971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -535972.625000 Penalty: 827.434082
	Iteration 77Q: 3 clusters Score -535972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -535973.312500 Penalty: 827.434082
	Iteration 78Q: 3 clusters Score -535973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -535974.000000 Penalty: 827.434082
	Iteration 79Q: 3 clusters Score -535974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -535975.312500 Penalty: 827.434082
	Iteration 80F: 3 clusters Score -535975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -535974.687500 Penalty: 827.434082
	Iteration 81Q: 3 clusters Score -535974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -535976.000000 Penalty: 827.434082
	Iteration 82Q: 3 clusters Score -535976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -535976.500000 Penalty: 827.434082
	Iteration 83Q: 3 clusters Score -535976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -535975.187500 Penalty: 827.434082
	Iteration 84Q: 3 clusters Score -535975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -535976.000000 Penalty: 827.434082
	Iteration 85Q: 3 clusters Score -535976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -535975.437500 Penalty: 827.434082
	Iteration 86Q: 3 clusters Score -535975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -535975.062500 Penalty: 827.434082
	Iteration 87Q: 3 clusters Score -535975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -535975.937500 Penalty: 827.434082
	Iteration 88Q: 3 clusters Score -535975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -535975.500000 Penalty: 827.434082
	Iteration 89Q: 3 clusters Score -535975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -535975.750000 Penalty: 827.434082
	Iteration 90Q: 3 clusters Score -535975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -535976.625000 Penalty: 827.434082
	Iteration 91Q: 3 clusters Score -535976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -535977.125000 Penalty: 827.434082
	Iteration 92Q: 3 clusters Score -535977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -535977.250000 Penalty: 827.434082
	Iteration 93Q: 3 clusters Score -535977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -535977.750000 Penalty: 827.434082
	Iteration 94Q: 3 clusters Score -535977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -535977.000000 Penalty: 827.434082
	Iteration 95Q: 3 clusters Score -535977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -535977.000000 Penalty: 827.434082
	Iteration 96F: 3 clusters Score -535977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -13956.193359 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -13956.19 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 150 members 
Entering Unmasked Estep 
Score: -13620.642578 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -13620.64 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13717.752930 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -13717.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13749.203125 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -13749.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13764.358398 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -13764.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13774.618164 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -13774.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13788.420898 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -13788.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13788.828125 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -13788.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13789.014648 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -13789.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13789.014648 Penalty: 517.822693
	Iteration 8F: 3 clusters Score -13789.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -61774.601562 Penalty: 320.820038
	Iteration 0F: 2 clusters Score -61774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -60953.011719 Penalty: 641.640076
	Iteration 0F: 3 clusters Score -60953.01 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61965.253906 Penalty: 641.640076
	Iteration 1F: 3 clusters Score -61965.25 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -62648.773438 Penalty: 641.640076
	Iteration 2F: 3 clusters Score -62648.77 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -63149.449219 Penalty: 641.640076
	Iteration 3F: 3 clusters Score -63149.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63318.113281 Penalty: 641.640076
	Iteration 4F: 3 clusters Score -63318.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63376.171875 Penalty: 641.640076
	Iteration 5Q: 3 clusters Score -63376.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63406.660156 Penalty: 641.640076
	Iteration 6Q: 3 clusters Score -63406.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63416.285156 Penalty: 641.640076
	Iteration 7Q: 3 clusters Score -63416.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63421.429688 Penalty: 641.640076
	Iteration 8Q: 3 clusters Score -63421.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63422.546875 Penalty: 641.640076
	Iteration 9Q: 3 clusters Score -63422.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63423.679688 Penalty: 641.640076
	Iteration 10Q: 3 clusters Score -63423.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63424.359375 Penalty: 641.640076
	Iteration 11Q: 3 clusters Score -63424.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63424.359375 Penalty: 641.640076
	Iteration 12F: 3 clusters Score -63424.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Entering Unmasked Estep 
Score: -58198744.000000 Penalty: 35873.386719
Splitting cluster 22 changes total score from -58196988.000000 to -58198744.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 23 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -55466.761719 Penalty: 312.823059
	Iteration 0F: 2 clusters Score -55466.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54668.066406 Penalty: 625.646118
	Iteration 0F: 3 clusters Score -54668.07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54961.375000 Penalty: 625.646118
	Iteration 1F: 3 clusters Score -54961.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55033.707031 Penalty: 625.646118
	Iteration 2F: 3 clusters Score -55033.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55090.609375 Penalty: 625.646118
	Iteration 3F: 3 clusters Score -55090.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55132.882812 Penalty: 625.646118
	Iteration 4F: 3 clusters Score -55132.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55169.359375 Penalty: 625.646118
	Iteration 5Q: 3 clusters Score -55169.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55202.726562 Penalty: 625.646118
	Iteration 6Q: 3 clusters Score -55202.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55234.707031 Penalty: 625.646118
	Iteration 7Q: 3 clusters Score -55234.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55253.382812 Penalty: 625.646118
	Iteration 8Q: 3 clusters Score -55253.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55271.535156 Penalty: 625.646118
	Iteration 9Q: 3 clusters Score -55271.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55276.976562 Penalty: 625.646118
	Iteration 10Q: 3 clusters Score -55276.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55279.402344 Penalty: 625.646118
	Iteration 11Q: 3 clusters Score -55279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55282.695312 Penalty: 625.646118
	Iteration 12Q: 3 clusters Score -55282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55284.328125 Penalty: 625.646118
	Iteration 13Q: 3 clusters Score -55284.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55284.984375 Penalty: 625.646118
	Iteration 14Q: 3 clusters Score -55284.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55284.984375 Penalty: 625.646118
	Iteration 15F: 3 clusters Score -55284.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -61776.515625 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -61776.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60979.707031 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -60979.71 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61333.234375 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -61333.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61427.347656 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -61427.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61468.417969 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -61468.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61503.800781 Penalty: 630.229187
	Iteration 4Q: 3 clusters Score -61503.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61539.343750 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -61539.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61556.167969 Penalty: 630.229187
	Iteration 6Q: 3 clusters Score -61556.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61563.449219 Penalty: 630.229187
	Iteration 7Q: 3 clusters Score -61563.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61571.761719 Penalty: 630.229187
	Iteration 8Q: 3 clusters Score -61571.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61573.363281 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -61573.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61573.515625 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -61573.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61573.515625 Penalty: 630.229187
	Iteration 11F: 3 clusters Score -61573.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Entering Unmasked Estep 
Score: -596944.125000 Penalty: 418.151276
	Iteration 0F: 2 clusters Score -596944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -590346.000000 Penalty: 836.302551
	Iteration 0F: 3 clusters Score -590346 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -593105.500000 Penalty: 836.302551
	Iteration 1F: 3 clusters Score -593105.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -593407.375000 Penalty: 836.302551
	Iteration 2F: 3 clusters Score -593407.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -593786.375000 Penalty: 836.302551
	Iteration 3F: 3 clusters Score -593786.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -594288.687500 Penalty: 836.302551
	Iteration 4F: 3 clusters Score -594288.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -594819.812500 Penalty: 836.302551
	Iteration 5F: 3 clusters Score -594819.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -595260.937500 Penalty: 836.302551
	Iteration 6F: 3 clusters Score -595260.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -595475.812500 Penalty: 836.302551
	Iteration 7Q: 3 clusters Score -595475.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -595589.562500 Penalty: 836.302551
	Iteration 8Q: 3 clusters Score -595589.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -595660.312500 Penalty: 836.302551
	Iteration 9Q: 3 clusters Score -595660.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -595729.812500 Penalty: 836.302551
	Iteration 10Q: 3 clusters Score -595729.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -595788.375000 Penalty: 836.302551
	Iteration 11Q: 3 clusters Score -595788.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -595831.437500 Penalty: 836.302551
	Iteration 12Q: 3 clusters Score -595831.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -595871.937500 Penalty: 836.302551
	Iteration 13Q: 3 clusters Score -595871.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -595914.812500 Penalty: 836.302551
	Iteration 14Q: 3 clusters Score -595914.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -595943.875000 Penalty: 836.302551
	Iteration 15Q: 3 clusters Score -595943.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -595966.500000 Penalty: 836.302551
	Iteration 16Q: 3 clusters Score -595966.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -595986.437500 Penalty: 836.302551
	Iteration 17Q: 3 clusters Score -595986.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -595999.500000 Penalty: 836.302551
	Iteration 18Q: 3 clusters Score -595999.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -596010.812500 Penalty: 836.302551
	Iteration 19Q: 3 clusters Score -596010.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -596025.187500 Penalty: 836.302551
	Iteration 20F: 3 clusters Score -596025.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -596039.562500 Penalty: 836.302551
	Iteration 21Q: 3 clusters Score -596039.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -596051.250000 Penalty: 836.302551
	Iteration 22Q: 3 clusters Score -596051.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -596062.875000 Penalty: 836.302551
	Iteration 23Q: 3 clusters Score -596062.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -596076.000000 Penalty: 836.302551
	Iteration 24Q: 3 clusters Score -596076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -596092.000000 Penalty: 836.302551
	Iteration 25Q: 3 clusters Score -596092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -596113.875000 Penalty: 836.302551
	Iteration 26Q: 3 clusters Score -596113.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -596131.750000 Penalty: 836.302551
	Iteration 27Q: 3 clusters Score -596131.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -596150.312500 Penalty: 836.302551
	Iteration 28Q: 3 clusters Score -596150.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -596167.937500 Penalty: 836.302551
	Iteration 29Q: 3 clusters Score -596167.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -596182.375000 Penalty: 836.302551
	Iteration 30Q: 3 clusters Score -596182.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -596198.437500 Penalty: 836.302551
	Iteration 31Q: 3 clusters Score -596198.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -596215.187500 Penalty: 836.302551
	Iteration 32Q: 3 clusters Score -596215.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -596228.062500 Penalty: 836.302551
	Iteration 33Q: 3 clusters Score -596228.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -596237.750000 Penalty: 836.302551
	Iteration 34Q: 3 clusters Score -596237.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -596244.625000 Penalty: 836.302551
	Iteration 35Q: 3 clusters Score -596244.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -596254.062500 Penalty: 836.302551
	Iteration 36Q: 3 clusters Score -596254.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -596262.500000 Penalty: 836.302551
	Iteration 37Q: 3 clusters Score -596262.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -596269.625000 Penalty: 836.302551
	Iteration 38Q: 3 clusters Score -596269.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -596280.125000 Penalty: 836.302551
	Iteration 39Q: 3 clusters Score -596280.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -596290.750000 Penalty: 836.302551
	Iteration 40F: 3 clusters Score -596290.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -596306.125000 Penalty: 836.302551
	Iteration 41Q: 3 clusters Score -596306.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -596320.937500 Penalty: 836.302551
	Iteration 42Q: 3 clusters Score -596320.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -596341.125000 Penalty: 836.302551
	Iteration 43Q: 3 clusters Score -596341.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -596360.125000 Penalty: 836.302551
	Iteration 44Q: 3 clusters Score -596360.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -596380.250000 Penalty: 836.302551
	Iteration 45Q: 3 clusters Score -596380.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -596394.750000 Penalty: 836.302551
	Iteration 46Q: 3 clusters Score -596394.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -596407.437500 Penalty: 836.302551
	Iteration 47Q: 3 clusters Score -596407.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -596417.062500 Penalty: 836.302551
	Iteration 48Q: 3 clusters Score -596417.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -596429.750000 Penalty: 836.302551
	Iteration 49Q: 3 clusters Score -596429.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -596443.000000 Penalty: 836.302551
	Iteration 50Q: 3 clusters Score -596443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -596451.000000 Penalty: 836.302551
	Iteration 51Q: 3 clusters Score -596451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -596457.250000 Penalty: 836.302551
	Iteration 52Q: 3 clusters Score -596457.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -596466.500000 Penalty: 836.302551
	Iteration 53Q: 3 clusters Score -596466.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -596472.562500 Penalty: 836.302551
	Iteration 54Q: 3 clusters Score -596472.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -596476.437500 Penalty: 836.302551
	Iteration 55Q: 3 clusters Score -596476.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -596480.000000 Penalty: 836.302551
	Iteration 56Q: 3 clusters Score -596480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -596485.562500 Penalty: 836.302551
	Iteration 57Q: 3 clusters Score -596485.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -596495.312500 Penalty: 836.302551
	Iteration 58Q: 3 clusters Score -596495.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -596501.750000 Penalty: 836.302551
	Iteration 59Q: 3 clusters Score -596501.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -596506.687500 Penalty: 836.302551
	Iteration 60F: 3 clusters Score -596506.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -596511.812500 Penalty: 836.302551
	Iteration 61Q: 3 clusters Score -596511.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -596516.687500 Penalty: 836.302551
	Iteration 62Q: 3 clusters Score -596516.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -596521.500000 Penalty: 836.302551
	Iteration 63Q: 3 clusters Score -596521.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -596523.500000 Penalty: 836.302551
	Iteration 64Q: 3 clusters Score -596523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -596526.437500 Penalty: 836.302551
	Iteration 65Q: 3 clusters Score -596526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -596527.625000 Penalty: 836.302551
	Iteration 66Q: 3 clusters Score -596527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -596527.937500 Penalty: 836.302551
	Iteration 67Q: 3 clusters Score -596527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -596528.625000 Penalty: 836.302551
	Iteration 68Q: 3 clusters Score -596528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -596529.437500 Penalty: 836.302551
	Iteration 69Q: 3 clusters Score -596529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -596528.687500 Penalty: 836.302551
	Iteration 70Q: 3 clusters Score -596528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -596529.687500 Penalty: 836.302551
	Iteration 71Q: 3 clusters Score -596529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -596529.875000 Penalty: 836.302551
	Iteration 72Q: 3 clusters Score -596529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -596529.500000 Penalty: 836.302551
	Iteration 73Q: 3 clusters Score -596529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -596530.250000 Penalty: 836.302551
	Iteration 74Q: 3 clusters Score -596530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -596530.812500 Penalty: 836.302551
	Iteration 75Q: 3 clusters Score -596530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -596531.687500 Penalty: 836.302551
	Iteration 76Q: 3 clusters Score -596531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -596532.062500 Penalty: 836.302551
	Iteration 77Q: 3 clusters Score -596532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -596532.875000 Penalty: 836.302551
	Iteration 78Q: 3 clusters Score -596532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -596535.812500 Penalty: 836.302551
	Iteration 79Q: 3 clusters Score -596535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -596538.125000 Penalty: 836.302551
	Iteration 80F: 3 clusters Score -596538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -596539.312500 Penalty: 836.302551
	Iteration 81Q: 3 clusters Score -596539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -596542.187500 Penalty: 836.302551
	Iteration 82Q: 3 clusters Score -596542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -596541.875000 Penalty: 836.302551
	Iteration 83Q: 3 clusters Score -596541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -596543.500000 Penalty: 836.302551
	Iteration 84Q: 3 clusters Score -596543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -596546.812500 Penalty: 836.302551
	Iteration 85Q: 3 clusters Score -596546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -596549.562500 Penalty: 836.302551
	Iteration 86Q: 3 clusters Score -596549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -596551.625000 Penalty: 836.302551
	Iteration 87Q: 3 clusters Score -596551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -596555.437500 Penalty: 836.302551
	Iteration 88Q: 3 clusters Score -596555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -596558.062500 Penalty: 836.302551
	Iteration 89Q: 3 clusters Score -596558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -596559.312500 Penalty: 836.302551
	Iteration 90Q: 3 clusters Score -596559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -596561.937500 Penalty: 836.302551
	Iteration 91Q: 3 clusters Score -596561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -596563.937500 Penalty: 836.302551
	Iteration 92Q: 3 clusters Score -596563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -596564.375000 Penalty: 836.302551
	Iteration 93Q: 3 clusters Score -596564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -596566.437500 Penalty: 836.302551
	Iteration 94Q: 3 clusters Score -596566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -596565.812500 Penalty: 836.302551
	Iteration 95Q: 3 clusters Score -596565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -596565.812500 Penalty: 836.302551
	Iteration 96F: 3 clusters Score -596565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -57701.445312 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -57701.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -56903.679688 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -56903.68 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -57128.039062 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -57128.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57172.066406 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -57172.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -57195.191406 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -57195.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57226.324219 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -57226.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57262.359375 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -57262.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57297.101562 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -57297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57314.246094 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -57314.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57326.140625 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -57326.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57340.921875 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -57340.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -57356.933594 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -57356.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -57373.402344 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -57373.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -57384.593750 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -57384.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57395.375000 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -57395.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -57402.742188 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -57402.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -57405.066406 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -57405.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -57408.699219 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -57408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57411.621094 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -57411.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -57413.871094 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -57413.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -57419.257812 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -57419.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57428.515625 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -57428.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57438.273438 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -57438.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57449.921875 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -57449.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -57453.855469 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -57453.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -57455.289062 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -57455.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -57457.285156 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -57457.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -57463.320312 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -57463.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -57470.785156 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -57470.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -57476.437500 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -57476.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -57484.503906 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -57484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -57490.339844 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -57490.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -57494.046875 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -57494.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57497.175781 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -57497.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -57499.207031 Penalty: 629.150085
	Iteration 33Q: 3 clusters Score -57499.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -57501.054688 Penalty: 629.150085
	Iteration 34Q: 3 clusters Score -57501.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -57504.703125 Penalty: 629.150085
	Iteration 35Q: 3 clusters Score -57504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -57506.726562 Penalty: 629.150085
	Iteration 36Q: 3 clusters Score -57506.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -57507.386719 Penalty: 629.150085
	Iteration 37Q: 3 clusters Score -57507.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -57508.218750 Penalty: 629.150085
	Iteration 38Q: 3 clusters Score -57508.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -57508.468750 Penalty: 629.150085
	Iteration 39Q: 3 clusters Score -57508.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -57508.742188 Penalty: 629.150085
	Iteration 40F: 3 clusters Score -57508.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -17166.384766 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -17166.38 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 179 members 
Entering Unmasked Estep 
Score: -16797.546875 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -16797.55 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17026.982422 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -17026.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17204.251953 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -17204.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17260.154297 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -17260.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17301.507812 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -17301.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17341.884766 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -17341.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17357.505859 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -17357.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17369.910156 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -17369.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17382.435547 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -17382.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17390.460938 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -17390.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17394.445312 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -17394.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17395.541016 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -17395.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17395.962891 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -17395.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17395.962891 Penalty: 530.967773
	Iteration 13F: 3 clusters Score -17395.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Entering Unmasked Estep 
Score: -58198628.000000 Penalty: 36502.746094
Splitting cluster 27 changes total score from -58196988.000000 to -58198628.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 28 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -66802.859375 Penalty: 321.524231
	Iteration 0F: 2 clusters Score -66802.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65910.437500 Penalty: 643.048462
	Iteration 0F: 3 clusters Score -65910.44 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66458.906250 Penalty: 643.048462
	Iteration 1F: 3 clusters Score -66458.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66770.882812 Penalty: 643.048462
	Iteration 2F: 3 clusters Score -66770.88 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67026.867188 Penalty: 643.048462
	Iteration 3F: 3 clusters Score -67026.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67167.296875 Penalty: 643.048462
	Iteration 4F: 3 clusters Score -67167.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -67208.601562 Penalty: 643.048462
	Iteration 5Q: 3 clusters Score -67208.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -67218.085938 Penalty: 643.048462
	Iteration 6Q: 3 clusters Score -67218.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -67223.218750 Penalty: 643.048462
	Iteration 7Q: 3 clusters Score -67223.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -67229.828125 Penalty: 643.048462
	Iteration 8Q: 3 clusters Score -67229.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -67236.617188 Penalty: 643.048462
	Iteration 9Q: 3 clusters Score -67236.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67242.281250 Penalty: 643.048462
	Iteration 10Q: 3 clusters Score -67242.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67243.929688 Penalty: 643.048462
	Iteration 11Q: 3 clusters Score -67243.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67245.710938 Penalty: 643.048462
	Iteration 12Q: 3 clusters Score -67245.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -67247.921875 Penalty: 643.048462
	Iteration 13Q: 3 clusters Score -67247.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67249.734375 Penalty: 643.048462
	Iteration 14Q: 3 clusters Score -67249.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67250.187500 Penalty: 643.048462
	Iteration 15Q: 3 clusters Score -67250.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67250.570312 Penalty: 643.048462
	Iteration 16Q: 3 clusters Score -67250.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67250.570312 Penalty: 643.048462
	Iteration 17F: 3 clusters Score -67250.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 131 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Entering Unmasked Estep 
Score: -58198840.000000 Penalty: 37132.101562
Splitting cluster 28 changes total score from -58196988.000000 to -58198840.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 29 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7404.224121 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7404.224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7167.503906 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7167.504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7230.849121 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7230.849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7271.370605 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7271.371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7344.146973 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -7344.147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7367.980957 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7367.981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7380.624023 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7380.624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7393.713379 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7393.713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7403.760742 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7403.761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7420.862305 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -7420.862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7423.579590 Penalty: 443.642975
	Iteration 9Q: 3 clusters Score -7423.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7427.313965 Penalty: 443.642975
	Iteration 10Q: 3 clusters Score -7427.314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7429.204102 Penalty: 443.642975
	Iteration 11Q: 3 clusters Score -7429.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7429.204102 Penalty: 443.642975
	Iteration 12F: 3 clusters Score -7429.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Entering Unmasked Estep 
Score: -58198460.000000 Penalty: 37761.460938
Splitting cluster 29 changes total score from -58196988.000000 to -58198460.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 30 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -49365.898438 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -49365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48683.562500 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -48683.56 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48936.148438 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -48936.15 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49017.816406 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -49017.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49092.398438 Penalty: 609.205139
	Iteration 3F: 3 clusters Score -49092.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49131.246094 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -49131.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49165.617188 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -49165.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -49213.660156 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -49213.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49271.851562 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -49271.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49314.585938 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -49314.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49346.882812 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -49346.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49368.183594 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -49368.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49381.812500 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -49381.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49391.316406 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -49391.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49395.207031 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -49395.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49397.007812 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -49397.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49398.039062 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -49398.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49398.769531 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -49398.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49398.769531 Penalty: 609.205139
	Iteration 17F: 3 clusters Score -49398.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Entering Unmasked Estep 
Score: -58198104.000000 Penalty: 38390.820312
Splitting cluster 30 changes total score from -58196988.000000 to -58198104.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 31 (16010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Entering Unmasked Estep 
Score: -977700.750000 Penalty: 440.484100
	Iteration 0F: 2 clusters Score -977700.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -967050.062500 Penalty: 880.968201
	Iteration 0F: 3 clusters Score -967050.1 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -971511.937500 Penalty: 880.968201
	Iteration 1F: 3 clusters Score -971511.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -971862.625000 Penalty: 880.968201
	Iteration 2Q: 3 clusters Score -971862.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -972362.875000 Penalty: 880.968201
	Iteration 3F: 3 clusters Score -972362.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -973079.875000 Penalty: 880.968201
	Iteration 4F: 3 clusters Score -973079.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -973870.062500 Penalty: 880.968201
	Iteration 5F: 3 clusters Score -973870.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -974637.750000 Penalty: 880.968201
	Iteration 6F: 3 clusters Score -974637.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -975178.875000 Penalty: 880.968201
	Iteration 7F: 3 clusters Score -975178.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -975495.437500 Penalty: 880.968201
	Iteration 8Q: 3 clusters Score -975495.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -975674.312500 Penalty: 880.968201
	Iteration 9Q: 3 clusters Score -975674.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -975783.812500 Penalty: 880.968201
	Iteration 10Q: 3 clusters Score -975783.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -975871.750000 Penalty: 880.968201
	Iteration 11Q: 3 clusters Score -975871.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -975961.437500 Penalty: 880.968201
	Iteration 12Q: 3 clusters Score -975961.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -976051.250000 Penalty: 880.968201
	Iteration 13Q: 3 clusters Score -976051.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -976128.937500 Penalty: 880.968201
	Iteration 14Q: 3 clusters Score -976128.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -976205.312500 Penalty: 880.968201
	Iteration 15Q: 3 clusters Score -976205.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -976283.187500 Penalty: 880.968201
	Iteration 16Q: 3 clusters Score -976283.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -976360.375000 Penalty: 880.968201
	Iteration 17Q: 3 clusters Score -976360.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -976449.937500 Penalty: 880.968201
	Iteration 18Q: 3 clusters Score -976449.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -976567.812500 Penalty: 880.968201
	Iteration 19Q: 3 clusters Score -976567.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -976681.000000 Penalty: 880.968201
	Iteration 20F: 3 clusters Score -976681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -976795.937500 Penalty: 880.968201
	Iteration 21Q: 3 clusters Score -976795.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -976908.687500 Penalty: 880.968201
	Iteration 22Q: 3 clusters Score -976908.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -976991.312500 Penalty: 880.968201
	Iteration 23Q: 3 clusters Score -976991.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -977056.000000 Penalty: 880.968201
	Iteration 24Q: 3 clusters Score -977056 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -977114.875000 Penalty: 880.968201
	Iteration 25Q: 3 clusters Score -977114.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -977173.000000 Penalty: 880.968201
	Iteration 26Q: 3 clusters Score -977173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -977206.437500 Penalty: 880.968201
	Iteration 27Q: 3 clusters Score -977206.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -977246.125000 Penalty: 880.968201
	Iteration 28Q: 3 clusters Score -977246.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -977277.062500 Penalty: 880.968201
	Iteration 29Q: 3 clusters Score -977277.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -977300.375000 Penalty: 880.968201
	Iteration 30Q: 3 clusters Score -977300.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -977319.937500 Penalty: 880.968201
	Iteration 31Q: 3 clusters Score -977319.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -977336.375000 Penalty: 880.968201
	Iteration 32Q: 3 clusters Score -977336.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -977350.375000 Penalty: 880.968201
	Iteration 33Q: 3 clusters Score -977350.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -977366.062500 Penalty: 880.968201
	Iteration 34Q: 3 clusters Score -977366.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -977378.187500 Penalty: 880.968201
	Iteration 35Q: 3 clusters Score -977378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -977385.562500 Penalty: 880.968201
	Iteration 36Q: 3 clusters Score -977385.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -977393.125000 Penalty: 880.968201
	Iteration 37Q: 3 clusters Score -977393.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -977403.250000 Penalty: 880.968201
	Iteration 38Q: 3 clusters Score -977403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -977412.750000 Penalty: 880.968201
	Iteration 39Q: 3 clusters Score -977412.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -977417.625000 Penalty: 880.968201
	Iteration 40F: 3 clusters Score -977417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -977418.125000 Penalty: 880.968201
	Iteration 41Q: 3 clusters Score -977418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -977419.500000 Penalty: 880.968201
	Iteration 42Q: 3 clusters Score -977419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -977419.312500 Penalty: 880.968201
	Iteration 43Q: 3 clusters Score -977419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -977420.875000 Penalty: 880.968201
	Iteration 44Q: 3 clusters Score -977420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -977420.187500 Penalty: 880.968201
	Iteration 45Q: 3 clusters Score -977420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -977421.562500 Penalty: 880.968201
	Iteration 46Q: 3 clusters Score -977421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -977422.500000 Penalty: 880.968201
	Iteration 47Q: 3 clusters Score -977422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -977422.125000 Penalty: 880.968201
	Iteration 48Q: 3 clusters Score -977422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -977422.937500 Penalty: 880.968201
	Iteration 49Q: 3 clusters Score -977422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -977422.312500 Penalty: 880.968201
	Iteration 50Q: 3 clusters Score -977422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -977422.625000 Penalty: 880.968201
	Iteration 51Q: 3 clusters Score -977422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -977422.437500 Penalty: 880.968201
	Iteration 52Q: 3 clusters Score -977422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -977422.625000 Penalty: 880.968201
	Iteration 53Q: 3 clusters Score -977422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -977422.687500 Penalty: 880.968201
	Iteration 54Q: 3 clusters Score -977422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -977423.562500 Penalty: 880.968201
	Iteration 55Q: 3 clusters Score -977423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -977424.125000 Penalty: 880.968201
	Iteration 56Q: 3 clusters Score -977424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -977424.062500 Penalty: 880.968201
	Iteration 57Q: 3 clusters Score -977424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -977424.375000 Penalty: 880.968201
	Iteration 58Q: 3 clusters Score -977424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -977424.812500 Penalty: 880.968201
	Iteration 59Q: 3 clusters Score -977424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -977424.375000 Penalty: 880.968201
	Iteration 60F: 3 clusters Score -977424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -977425.000000 Penalty: 880.968201
	Iteration 61Q: 3 clusters Score -977425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -977425.187500 Penalty: 880.968201
	Iteration 62Q: 3 clusters Score -977425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -977424.625000 Penalty: 880.968201
	Iteration 63Q: 3 clusters Score -977424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -977426.812500 Penalty: 880.968201
	Iteration 64Q: 3 clusters Score -977426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -977427.125000 Penalty: 880.968201
	Iteration 65Q: 3 clusters Score -977427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -977427.125000 Penalty: 880.968201
	Iteration 66F: 3 clusters Score -977427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -142096.296875 Penalty: 359.915161
	Iteration 0F: 2 clusters Score -142096.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -140182.906250 Penalty: 719.830322
	Iteration 0F: 3 clusters Score -140182.9 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -140891.109375 Penalty: 719.830322
	Iteration 1F: 3 clusters Score -140891.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -141061.453125 Penalty: 719.830322
	Iteration 2F: 3 clusters Score -141061.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -141232.671875 Penalty: 719.830322
	Iteration 3F: 3 clusters Score -141232.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -141363.031250 Penalty: 719.830322
	Iteration 4F: 3 clusters Score -141363 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -141456.156250 Penalty: 719.830322
	Iteration 5Q: 3 clusters Score -141456.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -141517.171875 Penalty: 719.830322
	Iteration 6Q: 3 clusters Score -141517.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -141553.375000 Penalty: 719.830322
	Iteration 7Q: 3 clusters Score -141553.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -141577.593750 Penalty: 719.830322
	Iteration 8Q: 3 clusters Score -141577.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -141601.734375 Penalty: 719.830322
	Iteration 9Q: 3 clusters Score -141601.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -141623.859375 Penalty: 719.830322
	Iteration 10Q: 3 clusters Score -141623.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -141644.171875 Penalty: 719.830322
	Iteration 11Q: 3 clusters Score -141644.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -141669.328125 Penalty: 719.830322
	Iteration 12Q: 3 clusters Score -141669.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -141693.843750 Penalty: 719.830322
	Iteration 13Q: 3 clusters Score -141693.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -141733.484375 Penalty: 719.830322
	Iteration 14Q: 3 clusters Score -141733.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -141778.156250 Penalty: 719.830322
	Iteration 15Q: 3 clusters Score -141778.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -141817.953125 Penalty: 719.830322
	Iteration 16Q: 3 clusters Score -141818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -141835.218750 Penalty: 719.830322
	Iteration 17Q: 3 clusters Score -141835.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -141850.843750 Penalty: 719.830322
	Iteration 18Q: 3 clusters Score -141850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -141859.578125 Penalty: 719.830322
	Iteration 19Q: 3 clusters Score -141859.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -141865.781250 Penalty: 719.830322
	Iteration 20F: 3 clusters Score -141865.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -141873.859375 Penalty: 719.830322
	Iteration 21Q: 3 clusters Score -141873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -141885.781250 Penalty: 719.830322
	Iteration 22Q: 3 clusters Score -141885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -141894.953125 Penalty: 719.830322
	Iteration 23Q: 3 clusters Score -141895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -141899.515625 Penalty: 719.830322
	Iteration 24Q: 3 clusters Score -141899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -141902.343750 Penalty: 719.830322
	Iteration 25Q: 3 clusters Score -141902.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -141906.875000 Penalty: 719.830322
	Iteration 26Q: 3 clusters Score -141906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -141908.750000 Penalty: 719.830322
	Iteration 27Q: 3 clusters Score -141908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -141910.156250 Penalty: 719.830322
	Iteration 28Q: 3 clusters Score -141910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -141913.015625 Penalty: 719.830322
	Iteration 29Q: 3 clusters Score -141913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -141914.359375 Penalty: 719.830322
	Iteration 30Q: 3 clusters Score -141914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -141916.046875 Penalty: 719.830322
	Iteration 31Q: 3 clusters Score -141916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -141920.421875 Penalty: 719.830322
	Iteration 32Q: 3 clusters Score -141920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -141923.562500 Penalty: 719.830322
	Iteration 33Q: 3 clusters Score -141923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -141927.281250 Penalty: 719.830322
	Iteration 34Q: 3 clusters Score -141927.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -141932.015625 Penalty: 719.830322
	Iteration 35Q: 3 clusters Score -141932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -141936.859375 Penalty: 719.830322
	Iteration 36Q: 3 clusters Score -141936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -141938.765625 Penalty: 719.830322
	Iteration 37Q: 3 clusters Score -141938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -141943.218750 Penalty: 719.830322
	Iteration 38Q: 3 clusters Score -141943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -141946.781250 Penalty: 719.830322
	Iteration 39Q: 3 clusters Score -141946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -141948.828125 Penalty: 719.830322
	Iteration 40F: 3 clusters Score -141948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -141949.593750 Penalty: 719.830322
	Iteration 41Q: 3 clusters Score -141949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -141949.734375 Penalty: 719.830322
	Iteration 42Q: 3 clusters Score -141949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -141950.250000 Penalty: 719.830322
	Iteration 43Q: 3 clusters Score -141950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -141950.250000 Penalty: 719.830322
	Iteration 44F: 3 clusters Score -141950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -24788.925781 Penalty: 285.415924
	Iteration 0F: 2 clusters Score -24788.93 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 269 members 
Entering Unmasked Estep 
Score: -24288.773438 Penalty: 570.831848
	Iteration 0F: 3 clusters Score -24288.77 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24503.740234 Penalty: 570.831848
	Iteration 1F: 3 clusters Score -24503.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24665.085938 Penalty: 570.831848
	Iteration 2F: 3 clusters Score -24665.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24775.343750 Penalty: 570.831848
	Iteration 3F: 3 clusters Score -24775.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24882.712891 Penalty: 570.831848
	Iteration 4F: 3 clusters Score -24882.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25011.111328 Penalty: 570.831848
	Iteration 5F: 3 clusters Score -25011.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25087.589844 Penalty: 570.831848
	Iteration 6Q: 3 clusters Score -25087.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25172.031250 Penalty: 570.831848
	Iteration 7Q: 3 clusters Score -25172.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25223.201172 Penalty: 570.831848
	Iteration 8Q: 3 clusters Score -25223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25239.402344 Penalty: 570.831848
	Iteration 9Q: 3 clusters Score -25239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25263.072266 Penalty: 570.831848
	Iteration 10Q: 3 clusters Score -25263.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25279.496094 Penalty: 570.831848
	Iteration 11Q: 3 clusters Score -25279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25294.933594 Penalty: 570.831848
	Iteration 12Q: 3 clusters Score -25294.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25313.550781 Penalty: 570.831848
	Iteration 13Q: 3 clusters Score -25313.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25324.773438 Penalty: 570.831848
	Iteration 14Q: 3 clusters Score -25324.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25328.451172 Penalty: 570.831848
	Iteration 15Q: 3 clusters Score -25328.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25337.861328 Penalty: 570.831848
	Iteration 16Q: 3 clusters Score -25337.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25341.974609 Penalty: 570.831848
	Iteration 17Q: 3 clusters Score -25341.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25346.285156 Penalty: 570.831848
	Iteration 18Q: 3 clusters Score -25346.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25343.140625 Penalty: 570.831848
	Iteration 19Q: 3 clusters Score -25343.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25347.904297 Penalty: 570.831848
	Iteration 20F: 3 clusters Score -25347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25348.443359 Penalty: 570.831848
	Iteration 21Q: 3 clusters Score -25348.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25348.443359 Penalty: 570.831848
	Iteration 22F: 3 clusters Score -25348.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Entering Unmasked Estep 
Score: -58198340.000000 Penalty: 39020.175781
Splitting cluster 33 changes total score from -58196988.000000 to -58198340.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 34 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -56456.019531 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -56456.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -55664.031250 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -55664.03 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56172.628906 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -56172.63 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -56318.191406 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -56318.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56370.539062 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -56370.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56400.312500 Penalty: 630.852783
	Iteration 4Q: 3 clusters Score -56400.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56423.074219 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -56423.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56443.371094 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -56443.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56457.187500 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -56457.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56471.929688 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -56471.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56476.394531 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -56476.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56475.800781 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -56475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56478.023438 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -56478.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56478.078125 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -56478.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56478.078125 Penalty: 630.852783
	Iteration 13F: 3 clusters Score -56478.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Entering Unmasked Estep 
Score: -58198024.000000 Penalty: 39649.535156
Splitting cluster 34 changes total score from -58196988.000000 to -58198024.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -17577.824219 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -17577.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17132.054688 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -17132.05 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17445.466797 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -17445.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17530.664062 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -17530.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17613.929688 Penalty: 570.659973
	Iteration 3Q: 3 clusters Score -17613.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17684.556641 Penalty: 570.659973
	Iteration 4F: 3 clusters Score -17684.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17745.179688 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -17745.18 nChanged 20
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: -17791.121094 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -17791.12 nChanged 11
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: -17811.041016 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -17811.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17837.302734 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -17837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17850.132812 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -17850.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17853.078125 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -17853.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17853.666016 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -17853.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17853.666016 Penalty: 570.659973
	Iteration 12F: 3 clusters Score -17853.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 529 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Entering Unmasked Estep 
Score: -58197992.000000 Penalty: 40278.890625
Splitting cluster 35 changes total score from -58196988.000000 to -58197992.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 36 (14736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Entering Unmasked Estep 
Score: -894506.250000 Penalty: 436.711243
	Iteration 0F: 2 clusters Score -894506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -884766.687500 Penalty: 873.422485
	Iteration 0F: 3 clusters Score -884766.7 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -889236.812500 Penalty: 873.422485
	Iteration 1F: 3 clusters Score -889236.8 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -890044.687500 Penalty: 873.422485
	Iteration 2F: 3 clusters Score -890044.7 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -891203.937500 Penalty: 873.422485
	Iteration 3F: 3 clusters Score -891203.9 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -892344.250000 Penalty: 873.422485
	Iteration 4F: 3 clusters Score -892344.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -893216.500000 Penalty: 873.422485
	Iteration 5F: 3 clusters Score -893216.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -893641.125000 Penalty: 873.422485
	Iteration 6Q: 3 clusters Score -893641.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -893835.500000 Penalty: 873.422485
	Iteration 7Q: 3 clusters Score -893835.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -893954.000000 Penalty: 873.422485
	Iteration 8Q: 3 clusters Score -893954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -894040.312500 Penalty: 873.422485
	Iteration 9Q: 3 clusters Score -894040.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -894097.750000 Penalty: 873.422485
	Iteration 10Q: 3 clusters Score -894097.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -894123.937500 Penalty: 873.422485
	Iteration 11Q: 3 clusters Score -894123.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -894146.250000 Penalty: 873.422485
	Iteration 12Q: 3 clusters Score -894146.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -894157.375000 Penalty: 873.422485
	Iteration 13Q: 3 clusters Score -894157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -894164.750000 Penalty: 873.422485
	Iteration 14Q: 3 clusters Score -894164.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -894174.375000 Penalty: 873.422485
	Iteration 15Q: 3 clusters Score -894174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -894182.750000 Penalty: 873.422485
	Iteration 16Q: 3 clusters Score -894182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -894187.000000 Penalty: 873.422485
	Iteration 17Q: 3 clusters Score -894187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -894194.437500 Penalty: 873.422485
	Iteration 18Q: 3 clusters Score -894194.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -894197.312500 Penalty: 873.422485
	Iteration 19Q: 3 clusters Score -894197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -894202.187500 Penalty: 873.422485
	Iteration 20F: 3 clusters Score -894202.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -894207.375000 Penalty: 873.422485
	Iteration 21Q: 3 clusters Score -894207.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -894211.125000 Penalty: 873.422485
	Iteration 22Q: 3 clusters Score -894211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -894215.625000 Penalty: 873.422485
	Iteration 23Q: 3 clusters Score -894215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -894215.875000 Penalty: 873.422485
	Iteration 24Q: 3 clusters Score -894215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -894215.500000 Penalty: 873.422485
	Iteration 25Q: 3 clusters Score -894215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -894217.375000 Penalty: 873.422485
	Iteration 26Q: 3 clusters Score -894217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -894218.250000 Penalty: 873.422485
	Iteration 27Q: 3 clusters Score -894218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -894217.437500 Penalty: 873.422485
	Iteration 28Q: 3 clusters Score -894217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -894218.375000 Penalty: 873.422485
	Iteration 29Q: 3 clusters Score -894218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -894218.812500 Penalty: 873.422485
	Iteration 30Q: 3 clusters Score -894218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -894218.812500 Penalty: 873.422485
	Iteration 31F: 3 clusters Score -894218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -85296.015625 Penalty: 330.289795
	Iteration 0F: 2 clusters Score -85296.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -84265.195312 Penalty: 660.579590
	Iteration 0F: 3 clusters Score -84265.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -84675.203125 Penalty: 660.579590
	Iteration 1F: 3 clusters Score -84675.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -84754.000000 Penalty: 660.579590
	Iteration 2F: 3 clusters Score -84754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -84797.828125 Penalty: 660.579590
	Iteration 3F: 3 clusters Score -84797.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84830.218750 Penalty: 660.579590
	Iteration 4Q: 3 clusters Score -84830.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -84871.531250 Penalty: 660.579590
	Iteration 5Q: 3 clusters Score -84871.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -84906.945312 Penalty: 660.579590
	Iteration 6Q: 3 clusters Score -84906.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -84938.976562 Penalty: 660.579590
	Iteration 7Q: 3 clusters Score -84938.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -84967.968750 Penalty: 660.579590
	Iteration 8Q: 3 clusters Score -84967.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -84992.226562 Penalty: 660.579590
	Iteration 9Q: 3 clusters Score -84992.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -85004.882812 Penalty: 660.579590
	Iteration 10Q: 3 clusters Score -85004.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -85013.851562 Penalty: 660.579590
	Iteration 11Q: 3 clusters Score -85013.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -85029.195312 Penalty: 660.579590
	Iteration 12Q: 3 clusters Score -85029.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -85048.789062 Penalty: 660.579590
	Iteration 13Q: 3 clusters Score -85048.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -85064.828125 Penalty: 660.579590
	Iteration 14Q: 3 clusters Score -85064.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -85071.468750 Penalty: 660.579590
	Iteration 15Q: 3 clusters Score -85071.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -85073.539062 Penalty: 660.579590
	Iteration 16Q: 3 clusters Score -85073.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -85075.421875 Penalty: 660.579590
	Iteration 17Q: 3 clusters Score -85075.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -85076.539062 Penalty: 660.579590
	Iteration 18Q: 3 clusters Score -85076.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -85077.585938 Penalty: 660.579590
	Iteration 19Q: 3 clusters Score -85077.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -85078.445312 Penalty: 660.579590
	Iteration 20F: 3 clusters Score -85078.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -85078.890625 Penalty: 660.579590
	Iteration 21Q: 3 clusters Score -85078.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -85078.890625 Penalty: 660.579590
	Iteration 22F: 3 clusters Score -85078.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -9239.080078 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -9239.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8954.976562 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -8954.977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9124.230469 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -9124.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9195.123047 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -9195.123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9213.615234 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -9213.615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9224.288086 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -9224.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9224.571289 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -9224.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9224.571289 Penalty: 504.254974
	Iteration 6F: 3 clusters Score -9224.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14232.861328 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14232.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13933.865234 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -13933.87 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14090.319336 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14090.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14119.238281 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14119.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14134.122070 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14134.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14140.625977 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14140.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14142.098633 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14145.431641 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14145.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14146.912109 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14146.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14148.215820 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14148.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14151.869141 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14151.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14155.575195 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -14155.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14162.271484 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -14162.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14171.481445 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -14171.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14184.532227 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -14184.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14194.062500 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -14194.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14203.485352 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -14203.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14212.167969 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -14212.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14212.167969 Penalty: 519.044189
	Iteration 17F: 3 clusters Score -14212.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 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 132 members 
Entering Unmasked Estep 
Score: -16461.068359 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16461.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16597.912109 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16597.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16680.228516 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16680.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16701.941406 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16701.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16709.621094 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16709.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16716.482422 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16716.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16723.562500 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16723.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16731.160156 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16731.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16732.156250 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16732.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16732.552734 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16732.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16732.552734 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -16732.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -31436.791016 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -31436.79 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 256 members 
Entering Unmasked Estep 
Score: -30948.537109 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -30948.54 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31210.500000 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -31210.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31376.363281 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -31376.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31482.935547 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -31482.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31555.417969 Penalty: 570.659973
	Iteration 4F: 3 clusters Score -31555.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31580.314453 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -31580.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31581.095703 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -31581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31582.134766 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -31582.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31584.158203 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -31584.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31588.355469 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -31588.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31594.640625 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -31594.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31594.640625 Penalty: 570.659973
	Iteration 11F: 3 clusters Score -31594.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Entering Unmasked Estep 
Score: -58197788.000000 Penalty: 40908.250000
Splitting cluster 41 changes total score from -58196988.000000 to -58197788.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 42 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -16648.162109 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -16648.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16313.208984 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -16313.21 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16411.417969 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -16411.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16426.166016 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -16426.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16444.171875 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -16444.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16467.343750 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -16467.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16503.402344 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -16503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16567.306641 Penalty: 514.376526
	Iteration 6F: 3 clusters Score -16567.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16588.720703 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -16588.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16604.541016 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -16604.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16617.115234 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -16617.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16634.777344 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -16634.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16637.136719 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -16637.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16643.517578 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -16643.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16649.294922 Penalty: 514.376526
	Iteration 13Q: 3 clusters Score -16649.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16655.880859 Penalty: 514.376526
	Iteration 14Q: 3 clusters Score -16655.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16664.210938 Penalty: 514.376526
	Iteration 15Q: 3 clusters Score -16664.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16671.769531 Penalty: 514.376526
	Iteration 16Q: 3 clusters Score -16671.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16680.917969 Penalty: 514.376526
	Iteration 17Q: 3 clusters Score -16680.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16691.605469 Penalty: 514.376526
	Iteration 18Q: 3 clusters Score -16691.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16700.251953 Penalty: 514.376526
	Iteration 19Q: 3 clusters Score -16700.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16703.396484 Penalty: 514.376526
	Iteration 20F: 3 clusters Score -16703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 881 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Entering Unmasked Estep 
Score: -58197512.000000 Penalty: 41537.605469
Splitting cluster 42 changes total score from -58196988.000000 to -58197512.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 43 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -355193.000000 Penalty: 396.054840
	Iteration 0F: 2 clusters Score -355193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -351189.968750 Penalty: 792.109680
	Iteration 0F: 3 clusters Score -351190 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -352615.156250 Penalty: 792.109680
	Iteration 1F: 3 clusters Score -352615.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -352763.468750 Penalty: 792.109680
	Iteration 2F: 3 clusters Score -352763.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -352930.156250 Penalty: 792.109680
	Iteration 3F: 3 clusters Score -352930.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -353129.031250 Penalty: 792.109680
	Iteration 4F: 3 clusters Score -353129 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -353373.375000 Penalty: 792.109680
	Iteration 5F: 3 clusters Score -353373.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -353650.093750 Penalty: 792.109680
	Iteration 6F: 3 clusters Score -353650.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -353882.968750 Penalty: 792.109680
	Iteration 7F: 3 clusters Score -353883 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -354074.156250 Penalty: 792.109680
	Iteration 8F: 3 clusters Score -354074.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -354202.906250 Penalty: 792.109680
	Iteration 9Q: 3 clusters Score -354202.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -354287.250000 Penalty: 792.109680
	Iteration 10Q: 3 clusters Score -354287.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -354343.531250 Penalty: 792.109680
	Iteration 11Q: 3 clusters Score -354343.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -354390.687500 Penalty: 792.109680
	Iteration 12Q: 3 clusters Score -354390.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -354434.218750 Penalty: 792.109680
	Iteration 13Q: 3 clusters Score -354434.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -354473.781250 Penalty: 792.109680
	Iteration 14Q: 3 clusters Score -354473.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -354508.187500 Penalty: 792.109680
	Iteration 15Q: 3 clusters Score -354508.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -354549.000000 Penalty: 792.109680
	Iteration 16Q: 3 clusters Score -354549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -354589.968750 Penalty: 792.109680
	Iteration 17Q: 3 clusters Score -354590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -354623.781250 Penalty: 792.109680
	Iteration 18Q: 3 clusters Score -354623.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -354651.437500 Penalty: 792.109680
	Iteration 19Q: 3 clusters Score -354651.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -354680.906250 Penalty: 792.109680
	Iteration 20F: 3 clusters Score -354680.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -354706.343750 Penalty: 792.109680
	Iteration 21Q: 3 clusters Score -354706.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -354721.562500 Penalty: 792.109680
	Iteration 22Q: 3 clusters Score -354721.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -354734.718750 Penalty: 792.109680
	Iteration 23Q: 3 clusters Score -354734.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -354741.281250 Penalty: 792.109680
	Iteration 24Q: 3 clusters Score -354741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354745.406250 Penalty: 792.109680
	Iteration 25Q: 3 clusters Score -354745.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -354748.750000 Penalty: 792.109680
	Iteration 26Q: 3 clusters Score -354748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -354751.812500 Penalty: 792.109680
	Iteration 27Q: 3 clusters Score -354751.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -354754.281250 Penalty: 792.109680
	Iteration 28Q: 3 clusters Score -354754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354757.625000 Penalty: 792.109680
	Iteration 29Q: 3 clusters Score -354757.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -354759.312500 Penalty: 792.109680
	Iteration 30Q: 3 clusters Score -354759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -354761.968750 Penalty: 792.109680
	Iteration 31Q: 3 clusters Score -354762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -354764.125000 Penalty: 792.109680
	Iteration 32Q: 3 clusters Score -354764.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -354768.031250 Penalty: 792.109680
	Iteration 33Q: 3 clusters Score -354768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354770.906250 Penalty: 792.109680
	Iteration 34Q: 3 clusters Score -354770.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -354773.937500 Penalty: 792.109680
	Iteration 35Q: 3 clusters Score -354773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354778.812500 Penalty: 792.109680
	Iteration 36Q: 3 clusters Score -354778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -354782.781250 Penalty: 792.109680
	Iteration 37Q: 3 clusters Score -354782.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -354787.656250 Penalty: 792.109680
	Iteration 38Q: 3 clusters Score -354787.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -354791.187500 Penalty: 792.109680
	Iteration 39Q: 3 clusters Score -354791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -354795.250000 Penalty: 792.109680
	Iteration 40F: 3 clusters Score -354795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -354797.531250 Penalty: 792.109680
	Iteration 41Q: 3 clusters Score -354797.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -354801.781250 Penalty: 792.109680
	Iteration 42Q: 3 clusters Score -354801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -354805.968750 Penalty: 792.109680
	Iteration 43Q: 3 clusters Score -354806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -354810.906250 Penalty: 792.109680
	Iteration 44Q: 3 clusters Score -354810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -354814.312500 Penalty: 792.109680
	Iteration 45Q: 3 clusters Score -354814.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -354822.937500 Penalty: 792.109680
	Iteration 46Q: 3 clusters Score -354822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -354829.906250 Penalty: 792.109680
	Iteration 47Q: 3 clusters Score -354829.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -354834.875000 Penalty: 792.109680
	Iteration 48Q: 3 clusters Score -354834.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -354841.875000 Penalty: 792.109680
	Iteration 49Q: 3 clusters Score -354841.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -354848.062500 Penalty: 792.109680
	Iteration 50Q: 3 clusters Score -354848.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -354852.125000 Penalty: 792.109680
	Iteration 51Q: 3 clusters Score -354852.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -354856.875000 Penalty: 792.109680
	Iteration 52Q: 3 clusters Score -354856.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -354862.375000 Penalty: 792.109680
	Iteration 53Q: 3 clusters Score -354862.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -354868.968750 Penalty: 792.109680
	Iteration 54Q: 3 clusters Score -354869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -354879.468750 Penalty: 792.109680
	Iteration 55Q: 3 clusters Score -354879.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -354886.281250 Penalty: 792.109680
	Iteration 56Q: 3 clusters Score -354886.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -354894.156250 Penalty: 792.109680
	Iteration 57Q: 3 clusters Score -354894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -354898.000000 Penalty: 792.109680
	Iteration 58Q: 3 clusters Score -354898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -354901.625000 Penalty: 792.109680
	Iteration 59Q: 3 clusters Score -354901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -354902.906250 Penalty: 792.109680
	Iteration 60F: 3 clusters Score -354902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -354903.625000 Penalty: 792.109680
	Iteration 61Q: 3 clusters Score -354903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -354903.718750 Penalty: 792.109680
	Iteration 62Q: 3 clusters Score -354903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -354905.187500 Penalty: 792.109680
	Iteration 63Q: 3 clusters Score -354905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -354906.031250 Penalty: 792.109680
	Iteration 64Q: 3 clusters Score -354906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -354906.531250 Penalty: 792.109680
	Iteration 65Q: 3 clusters Score -354906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -354908.812500 Penalty: 792.109680
	Iteration 66Q: 3 clusters Score -354908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -354911.062500 Penalty: 792.109680
	Iteration 67Q: 3 clusters Score -354911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -354914.218750 Penalty: 792.109680
	Iteration 68Q: 3 clusters Score -354914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -354915.468750 Penalty: 792.109680
	Iteration 69Q: 3 clusters Score -354915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -354915.218750 Penalty: 792.109680
	Iteration 70Q: 3 clusters Score -354915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -354914.937500 Penalty: 792.109680
	Iteration 71Q: 3 clusters Score -354914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -354915.312500 Penalty: 792.109680
	Iteration 72Q: 3 clusters Score -354915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -354915.781250 Penalty: 792.109680
	Iteration 73Q: 3 clusters Score -354915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -354915.968750 Penalty: 792.109680
	Iteration 74Q: 3 clusters Score -354916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -354916.625000 Penalty: 792.109680
	Iteration 75Q: 3 clusters Score -354916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -354917.062500 Penalty: 792.109680
	Iteration 76Q: 3 clusters Score -354917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -354917.312500 Penalty: 792.109680
	Iteration 77Q: 3 clusters Score -354917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -354920.000000 Penalty: 792.109680
	Iteration 78Q: 3 clusters Score -354920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -354921.031250 Penalty: 792.109680
	Iteration 79Q: 3 clusters Score -354921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -354922.750000 Penalty: 792.109680
	Iteration 80F: 3 clusters Score -354922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -354923.781250 Penalty: 792.109680
	Iteration 81Q: 3 clusters Score -354923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -354926.218750 Penalty: 792.109680
	Iteration 82Q: 3 clusters Score -354926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -354926.750000 Penalty: 792.109680
	Iteration 83Q: 3 clusters Score -354926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -354928.468750 Penalty: 792.109680
	Iteration 84Q: 3 clusters Score -354928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -354932.031250 Penalty: 792.109680
	Iteration 85Q: 3 clusters Score -354932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -354937.718750 Penalty: 792.109680
	Iteration 86Q: 3 clusters Score -354937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -354942.250000 Penalty: 792.109680
	Iteration 87Q: 3 clusters Score -354942.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -354947.937500 Penalty: 792.109680
	Iteration 88Q: 3 clusters Score -354947.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -354955.031250 Penalty: 792.109680
	Iteration 89Q: 3 clusters Score -354955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -354962.718750 Penalty: 792.109680
	Iteration 90Q: 3 clusters Score -354962.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -354970.906250 Penalty: 792.109680
	Iteration 91Q: 3 clusters Score -354970.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -354978.312500 Penalty: 792.109680
	Iteration 92Q: 3 clusters Score -354978.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -354985.812500 Penalty: 792.109680
	Iteration 93Q: 3 clusters Score -354985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -354990.437500 Penalty: 792.109680
	Iteration 94Q: 3 clusters Score -354990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -354994.375000 Penalty: 792.109680
	Iteration 95Q: 3 clusters Score -354994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -355001.656250 Penalty: 792.109680
	Iteration 96Q: 3 clusters Score -355001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -355003.156250 Penalty: 792.109680
	Iteration 97Q: 3 clusters Score -355003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -355006.375000 Penalty: 792.109680
	Iteration 98Q: 3 clusters Score -355006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -355010.625000 Penalty: 792.109680
	Iteration 99Q: 3 clusters Score -355010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -355015.968750 Penalty: 792.109680
	Iteration 100F: 3 clusters Score -355016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -355016.750000 Penalty: 792.109680
	Iteration 101Q: 3 clusters Score -355016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -355016.625000 Penalty: 792.109680
	Iteration 102Q: 3 clusters Score -355016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -355016.625000 Penalty: 792.109680
	Iteration 103Q: 3 clusters Score -355016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -355017.343750 Penalty: 792.109680
	Iteration 104Q: 3 clusters Score -355017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -355017.343750 Penalty: 792.109680
	Iteration 105F: 3 clusters Score -355017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -51975.714844 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -51975.71 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 472 members 
Entering Unmasked Estep 
Score: -51290.363281 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -51290.36 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -51586.480469 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -51586.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51721.109375 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -51721.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51865.503906 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -51865.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51955.960938 Penalty: 617.076233
	Iteration 4F: 3 clusters Score -51955.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51985.621094 Penalty: 617.076233
	Iteration 5Q: 3 clusters Score -51985.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52000.800781 Penalty: 617.076233
	Iteration 6Q: 3 clusters Score -52000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52008.484375 Penalty: 617.076233
	Iteration 7Q: 3 clusters Score -52008.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52012.253906 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -52012.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52024.382812 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -52024.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52041.257812 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -52041.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52045.058594 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -52045.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52047.570312 Penalty: 617.076233
	Iteration 12Q: 3 clusters Score -52047.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52048.453125 Penalty: 617.076233
	Iteration 13Q: 3 clusters Score -52048.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52048.707031 Penalty: 617.076233
	Iteration 14Q: 3 clusters Score -52048.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52049.070312 Penalty: 617.076233
	Iteration 15Q: 3 clusters Score -52049.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52049.500000 Penalty: 617.076233
	Iteration 16Q: 3 clusters Score -52049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52050.066406 Penalty: 617.076233
	Iteration 17Q: 3 clusters Score -52050.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52050.566406 Penalty: 617.076233
	Iteration 18Q: 3 clusters Score -52050.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52051.007812 Penalty: 617.076233
	Iteration 19Q: 3 clusters Score -52051.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52051.007812 Penalty: 617.076233
	Iteration 20F: 3 clusters Score -52051.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Entering Unmasked Estep 
Score: -58197264.000000 Penalty: 42166.964844
Splitting cluster 44 changes total score from -58196988.000000 to -58197264.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -31554.273438 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -31554.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31006.251953 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -31006.25 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31574.080078 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -31574.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32123.195312 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -32123.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32377.052734 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -32377.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32427.820312 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -32427.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -32530.666016 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -32530.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32634.328125 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -32634.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32654.060547 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -32654.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32654.060547 Penalty: 586.560486
	Iteration 8F: 3 clusters Score -32654.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 177 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Entering Unmasked Estep 
Score: -58198164.000000 Penalty: 42796.324219
Splitting cluster 45 changes total score from -58196988.000000 to -58198164.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -139828.562500 Penalty: 352.731232
	Iteration 0F: 2 clusters Score -139828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -138178.656250 Penalty: 705.462463
	Iteration 0F: 3 clusters Score -138178.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -138850.359375 Penalty: 705.462463
	Iteration 1F: 3 clusters Score -138850.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -138948.203125 Penalty: 705.462463
	Iteration 2F: 3 clusters Score -138948.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -139016.531250 Penalty: 705.462463
	Iteration 3F: 3 clusters Score -139016.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -139084.968750 Penalty: 705.462463
	Iteration 4Q: 3 clusters Score -139085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139175.609375 Penalty: 705.462463
	Iteration 5F: 3 clusters Score -139175.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139269.187500 Penalty: 705.462463
	Iteration 6Q: 3 clusters Score -139269.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -139354.156250 Penalty: 705.462463
	Iteration 7Q: 3 clusters Score -139354.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -139437.890625 Penalty: 705.462463
	Iteration 8Q: 3 clusters Score -139437.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139478.125000 Penalty: 705.462463
	Iteration 9Q: 3 clusters Score -139478.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -139503.937500 Penalty: 705.462463
	Iteration 10Q: 3 clusters Score -139503.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -139532.109375 Penalty: 705.462463
	Iteration 11Q: 3 clusters Score -139532.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139551.937500 Penalty: 705.462463
	Iteration 12Q: 3 clusters Score -139551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -139567.468750 Penalty: 705.462463
	Iteration 13Q: 3 clusters Score -139567.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139582.531250 Penalty: 705.462463
	Iteration 14Q: 3 clusters Score -139582.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139596.953125 Penalty: 705.462463
	Iteration 15Q: 3 clusters Score -139597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139604.671875 Penalty: 705.462463
	Iteration 16Q: 3 clusters Score -139604.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139612.281250 Penalty: 705.462463
	Iteration 17Q: 3 clusters Score -139612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139616.109375 Penalty: 705.462463
	Iteration 18Q: 3 clusters Score -139616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139617.328125 Penalty: 705.462463
	Iteration 19Q: 3 clusters Score -139617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139618.343750 Penalty: 705.462463
	Iteration 20F: 3 clusters Score -139618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139618.640625 Penalty: 705.462463
	Iteration 21Q: 3 clusters Score -139618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139619.046875 Penalty: 705.462463
	Iteration 22Q: 3 clusters Score -139619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139619.250000 Penalty: 705.462463
	Iteration 23Q: 3 clusters Score -139619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139619.250000 Penalty: 705.462463
	Iteration 24F: 3 clusters Score -139619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8784.601562 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8784.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8582.300781 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8582.301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8726.280273 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8726.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8855.657227 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8855.657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8865.429688 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -8865.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8872.689453 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8872.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8874.362305 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8874.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8883.693359 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -8883.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8886.844727 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -8886.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8886.844727 Penalty: 471.029633
	Iteration 8F: 3 clusters Score -8886.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 937 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Mstep: Class 69 contains 55 members 
Entering Unmasked Estep 
Score: -58197860.000000 Penalty: 43425.679688
Splitting cluster 47 changes total score from -58196988.000000 to -58197860.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 48 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -57890.695312 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -57890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57175.492188 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -57175.49 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -57453.691406 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -57453.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57555.558594 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -57555.56 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57648.917969 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -57648.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -57712.667969 Penalty: 622.684204
	Iteration 4F: 3 clusters Score -57712.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -57769.570312 Penalty: 622.684204
	Iteration 5F: 3 clusters Score -57769.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57825.796875 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -57825.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -57887.210938 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -57887.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57911.222656 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -57911.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57954.574219 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -57954.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57979.250000 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -57979.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58026.726562 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -58026.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -58041.785156 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -58041.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58047.386719 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -58047.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -58050.625000 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -58050.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58051.367188 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -58051.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58051.859375 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -58051.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58051.859375 Penalty: 622.684204
	Iteration 17F: 3 clusters Score -58051.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 566 members 
Entering Unmasked Estep 
Score: -58197700.000000 Penalty: 44055.039062
Splitting cluster 48 changes total score from -58196988.000000 to -58197700.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 49 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9695.147461 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -9695.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9434.081055 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -9434.081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9522.865234 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -9522.865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9554.437500 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -9554.438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9575.431641 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -9575.432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9613.115234 Penalty: 469.995514
	Iteration 4F: 3 clusters Score -9613.115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9646.176758 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -9646.177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9667.584961 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -9667.585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9676.719727 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -9676.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9680.150391 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -9680.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9681.193359 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -9681.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9688.000000 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -9688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9697.926758 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -9697.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9697.926758 Penalty: 469.995514
	Iteration 12F: 3 clusters Score -9697.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 109 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 378 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 566 members 
Mstep: Class 71 contains 66 members 
Entering Unmasked Estep 
Score: -58197300.000000 Penalty: 44684.394531
Splitting cluster 49 changes total score from -58196988.000000 to -58197300.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 50 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -44023.835938 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -44023.84 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 366 members 
Entering Unmasked Estep 
Score: -43420.039062 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -43420.04 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43694.492188 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -43694.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43749.148438 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -43749.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43784.460938 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -43784.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43810.636719 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -43810.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43822.054688 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -43822.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43832.035156 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -43832.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43844.304688 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -43844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43852.496094 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -43852.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43857.902344 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -43857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43858.843750 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -43858.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43859.375000 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -43859.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43861.460938 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -43861.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43863.625000 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -43863.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43864.871094 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -43864.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43867.089844 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -43867.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43868.023438 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -43868.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43868.632812 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -43868.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43869.355469 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -43869.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43869.355469 Penalty: 597.822815
	Iteration 19F: 3 clusters Score -43869.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -18634.679688 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -18634.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18261.470703 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -18261.47 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18592.902344 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18592.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18703.308594 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18703.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18728.847656 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -18728.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18766.705078 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -18766.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18799.105469 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -18799.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18824.007812 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -18824.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18841.849609 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -18841.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18862.013672 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -18862.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18871.787109 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -18871.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18882.414062 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -18882.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18895.558594 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -18895.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18910.876953 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -18910.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18922.933594 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -18922.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18925.712891 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -18925.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18927.562500 Penalty: 540.075378
	Iteration 15Q: 3 clusters Score -18927.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18928.169922 Penalty: 540.075378
	Iteration 16Q: 3 clusters Score -18928.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18929.023438 Penalty: 540.075378
	Iteration 17Q: 3 clusters Score -18929.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18929.759766 Penalty: 540.075378
	Iteration 18Q: 3 clusters Score -18929.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18929.759766 Penalty: 540.075378
	Iteration 19F: 3 clusters Score -18929.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 109 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 239 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 566 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
Score: -58197216.000000 Penalty: 45313.753906
Splitting cluster 51 changes total score from -58196988.000000 to -58197216.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 52 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -16869.886719 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -16869.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16518.126953 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -16518.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16613.753906 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -16613.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16656.048828 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -16656.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16676.136719 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -16676.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16695.279297 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -16695.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16713.593750 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -16713.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16724.787109 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -16724.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16733.037109 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -16733.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16748.042969 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -16748.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16772.599609 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -16772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16783.968750 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -16783.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16807.824219 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -16807.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16841.970703 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -16841.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16846.410156 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -16846.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16851.255859 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -16851.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16853.625000 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -16853.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16853.744141 Penalty: 518.129639
	Iteration 16Q: 3 clusters Score -16853.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16853.744141 Penalty: 518.129639
	Iteration 17F: 3 clusters Score -16853.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -20950.580078 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -20950.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20517.679688 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -20517.68 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21009.822266 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -21009.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21196.775391 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -21196.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21246.712891 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -21246.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21289.679688 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -21289.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21356.892578 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -21356.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21423.203125 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -21423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21448.402344 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -21448.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21489.585938 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -21489.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21522.367188 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -21522.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21545.023438 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -21545.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21619.189453 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -21619.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21661.308594 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -21661.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21704.062500 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -21704.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21737.851562 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -21737.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21741.128906 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -21741.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21741.128906 Penalty: 558.729492
	Iteration 16F: 3 clusters Score -21741.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 109 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 239 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 217 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1138 members 
Mstep: Class 57 contains 365 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 637 members 
Mstep: Class 60 contains 83 members 
Mstep: Class 61 contains 354 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 286 members 
Mstep: Class 68 contains 426 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 566 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
Score: -58197724.000000 Penalty: 45943.109375
Splitting cluster 53 changes total score from -58196988.000000 to -58197724.000000
So it's getting split into cluster 73.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103626 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 55440 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 127521 members 
Mstep: Class 17 contains 131208 members 
Mstep: Class 18 contains 123981 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 535 members 
Mstep: Class 29 contains 48 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 16010 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14736 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 2327 members 
Mstep: Class 47 contains 122 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 109 members 
Mstep: Class 50 contains 713 members 
Mstep: Class 51 contains 239 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 483.096588 but Gain 629.355469
Score: -58198400.000000 Penalty: 45313.753906
Iteration 159Q: 73 clusters Score -5.81984e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159436 members 
Mstep: Class 2 contains 31895 members 
Mstep: Class 3 contains 103534 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 112336 members 
Mstep: Class 9 contains 264 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 55511 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 127544 members 
Mstep: Class 17 contains 131240 members 
Mstep: Class 18 contains 123968 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8897 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 9856 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 149 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 15832 members 
Mstep: Class 32 contains 2719 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 633 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 14737 members 
Mstep: Class 37 contains 1430 members 
Mstep: Class 38 contains 259 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 288 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 622 members 
Mstep: Class 45 contains 205 members 
Mstep: Class 46 contains 2284 members 
Mstep: Class 47 contains 119 members 
Mstep: Class 48 contains 375 members 
Mstep: Class 49 contains 122 members 
Mstep: Class 50 contains 725 members 
Mstep: Class 51 contains 246 members 
Mstep: Class 52 contains 294 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 723 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 360 members 
Mstep: Class 58 contains 195 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 82 members 
Mstep: Class 61 contains 337 members 
Mstep: Class 62 contains 258 members 
Mstep: Class 63 contains 374 members 
Mstep: Class 64 contains 267 members 
Mstep: Class 65 contains 247 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 277 members 
Mstep: Class 68 contains 409 members 
Mstep: Class 69 contains 54 members 
Mstep: Class 70 contains 574 members 
Mstep: Class 71 contains 65 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58198380.000000 Penalty: 45313.753906
Iteration 160F: 73 clusters Score -5.819838e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 31889 members 
Mstep: Class 3 contains 103454 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 112416 members 
Mstep: Class 9 contains 264 members 
Mstep: Class 10 contains 8019 members 
Mstep: Class 11 contains 55587 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 127570 members 
Mstep: Class 17 contains 131279 members 
Mstep: Class 18 contains 123956 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8903 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 782 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 9902 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 145 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 15648 members 
Mstep: Class 32 contains 2713 members 
Mstep: Class 33 contains 311 members 
Mstep: Class 34 contains 616 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14738 members 
Mstep: Class 37 contains 1437 members 
Mstep: Class 38 contains 260 members 
Mstep: Class 39 contains 296 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 290 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 628 members 
Mstep: Class 45 contains 199 members 
Mstep: Class 46 contains 2242 members 
Mstep: Class 47 contains 118 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 127 members 
Mstep: Class 50 contains 729 members 
Mstep: Class 51 contains 240 members 
Mstep: Class 52 contains 290 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 723 members 
Mstep: Class 55 contains 332 members 
Mstep: Class 56 contains 1110 members 
Mstep: Class 57 contains 364 members 
Mstep: Class 58 contains 196 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 86 members 
Mstep: Class 61 contains 334 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 372 members 
Mstep: Class 64 contains 285 members 
Mstep: Class 65 contains 246 members 
Mstep: Class 66 contains 194 members 
Mstep: Class 67 contains 283 members 
Mstep: Class 68 contains 397 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 542 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 133 members 
Mstep: Class 73 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58199908.000000 Penalty: 45313.753906
Iteration 161Q: 73 clusters Score -5.819991e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 31891 members 
Mstep: Class 3 contains 103391 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 112411 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 8006 members 
Mstep: Class 11 contains 55717 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 127579 members 
Mstep: Class 17 contains 131347 members 
Mstep: Class 18 contains 123948 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 1032 members 
Mstep: Class 25 contains 9952 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 547 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 15465 members 
Mstep: Class 32 contains 2713 members 
Mstep: Class 33 contains 317 members 
Mstep: Class 34 contains 614 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14737 members 
Mstep: Class 37 contains 1447 members 
Mstep: Class 38 contains 260 members 
Mstep: Class 39 contains 293 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 627 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2196 members 
Mstep: Class 47 contains 117 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 131 members 
Mstep: Class 50 contains 734 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 721 members 
Mstep: Class 55 contains 332 members 
Mstep: Class 56 contains 1113 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 334 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 368 members 
Mstep: Class 64 contains 300 members 
Mstep: Class 65 contains 248 members 
Mstep: Class 66 contains 192 members 
Mstep: Class 67 contains 283 members 
Mstep: Class 68 contains 398 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 550 members 
Mstep: Class 71 contains 67 members 
Mstep: Class 72 contains 131 members 
Mstep: Class 73 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200112.000000 Penalty: 45313.753906
Iteration 162Q: 73 clusters Score -5.820011e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 103341 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 112391 members 
Mstep: Class 9 contains 259 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 55832 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 850 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 127592 members 
Mstep: Class 17 contains 131395 members 
Mstep: Class 18 contains 123944 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 1039 members 
Mstep: Class 25 contains 10003 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 553 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 15314 members 
Mstep: Class 32 contains 2713 members 
Mstep: Class 33 contains 320 members 
Mstep: Class 34 contains 624 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14735 members 
Mstep: Class 37 contains 1456 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 631 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2147 members 
Mstep: Class 47 contains 116 members 
Mstep: Class 48 contains 381 members 
Mstep: Class 49 contains 133 members 
Mstep: Class 50 contains 740 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 282 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 713 members 
Mstep: Class 55 contains 333 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 362 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 646 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 330 members 
Mstep: Class 62 contains 246 members 
Mstep: Class 63 contains 363 members 
Mstep: Class 64 contains 307 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 281 members 
Mstep: Class 68 contains 396 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 558 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 129 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200288.000000 Penalty: 45313.753906
Iteration 163Q: 73 clusters Score -5.820029e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 31896 members 
Mstep: Class 3 contains 103304 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 112384 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 55934 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 127597 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 123941 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 965 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 147 members 
Mstep: Class 28 contains 560 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 15153 members 
Mstep: Class 32 contains 2710 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1473 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 632 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2115 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 378 members 
Mstep: Class 49 contains 128 members 
Mstep: Class 50 contains 743 members 
Mstep: Class 51 contains 246 members 
Mstep: Class 52 contains 274 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 710 members 
Mstep: Class 55 contains 332 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 362 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 329 members 
Mstep: Class 62 contains 242 members 
Mstep: Class 63 contains 359 members 
Mstep: Class 64 contains 314 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 279 members 
Mstep: Class 68 contains 397 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 556 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 125 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200384.000000 Penalty: 45313.753906
Iteration 164Q: 73 clusters Score -5.820038e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 103269 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 112398 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 56037 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 127601 members 
Mstep: Class 17 contains 131487 members 
Mstep: Class 18 contains 123936 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 10089 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 567 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 15005 members 
Mstep: Class 32 contains 2709 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 14739 members 
Mstep: Class 37 contains 1488 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 297 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 639 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2093 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 746 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 709 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 1113 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 196 members 
Mstep: Class 59 contains 640 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 64 contains 318 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 274 members 
Mstep: Class 68 contains 395 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 558 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 120 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200584.000000 Penalty: 45313.753906
Iteration 165Q: 73 clusters Score -5.820058e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 31888 members 
Mstep: Class 3 contains 103211 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112391 members 
Mstep: Class 9 contains 260 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 56178 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 296 members 
Mstep: Class 16 contains 127624 members 
Mstep: Class 17 contains 131526 members 
Mstep: Class 18 contains 123935 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1062 members 
Mstep: Class 25 contains 10126 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 571 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 2709 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14740 members 
Mstep: Class 37 contains 1500 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 646 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2077 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 371 members 
Mstep: Class 49 contains 125 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 260 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 335 members 
Mstep: Class 56 contains 1115 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 195 members 
Mstep: Class 59 contains 642 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 239 members 
Mstep: Class 63 contains 344 members 
Mstep: Class 64 contains 317 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 269 members 
Mstep: Class 68 contains 392 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 559 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200712.000000 Penalty: 45313.753906
Iteration 166Q: 73 clusters Score -5.820071e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 31881 members 
Mstep: Class 3 contains 103152 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112382 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 7916 members 
Mstep: Class 11 contains 56306 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 293 members 
Mstep: Class 16 contains 127633 members 
Mstep: Class 17 contains 131570 members 
Mstep: Class 18 contains 123934 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 10151 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14728 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 1511 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 659 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2066 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 123 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 254 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 335 members 
Mstep: Class 56 contains 1116 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 194 members 
Mstep: Class 59 contains 645 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 337 members 
Mstep: Class 64 contains 321 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 389 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 560 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200724.000000 Penalty: 45313.753906
Iteration 167Q: 73 clusters Score -5.820072e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 31871 members 
Mstep: Class 3 contains 103103 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112383 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 56393 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 127659 members 
Mstep: Class 17 contains 131611 members 
Mstep: Class 18 contains 123932 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1078 members 
Mstep: Class 25 contains 10179 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 575 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14620 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1523 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 673 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2061 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 367 members 
Mstep: Class 49 contains 120 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1117 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 330 members 
Mstep: Class 64 contains 325 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 244 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 560 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200864.000000 Penalty: 45313.753906
Iteration 168Q: 73 clusters Score -5.820086e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 31872 members 
Mstep: Class 3 contains 103029 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112373 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 56513 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 294 members 
Mstep: Class 16 contains 127693 members 
Mstep: Class 17 contains 131624 members 
Mstep: Class 18 contains 123931 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1081 members 
Mstep: Class 25 contains 10208 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 576 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14744 members 
Mstep: Class 37 contains 1538 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 684 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2059 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 365 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 245 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1118 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 192 members 
Mstep: Class 59 contains 646 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 327 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 231 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 562 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200936.000000 Penalty: 45313.753906
Iteration 169Q: 73 clusters Score -5.820094e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 31872 members 
Mstep: Class 3 contains 102983 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112365 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 7849 members 
Mstep: Class 11 contains 56589 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 293 members 
Mstep: Class 16 contains 127729 members 
Mstep: Class 17 contains 131647 members 
Mstep: Class 18 contains 123931 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 10237 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14415 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2058 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 364 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 241 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 190 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 325 members 
Mstep: Class 64 contains 325 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 222 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 563 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58200988.000000 Penalty: 45313.753906
Iteration 170Q: 73 clusters Score -5.820099e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 31871 members 
Mstep: Class 3 contains 102913 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112355 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 11 contains 56675 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 127782 members 
Mstep: Class 17 contains 131661 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 10273 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14306 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14747 members 
Mstep: Class 37 contains 1561 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 704 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 363 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 238 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1123 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 188 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 325 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 215 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 564 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201124.000000 Penalty: 45313.753906
Iteration 171Q: 73 clusters Score -5.820112e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159462 members 
Mstep: Class 2 contains 31876 members 
Mstep: Class 3 contains 102830 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112363 members 
Mstep: Class 9 contains 264 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 56749 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 127829 members 
Mstep: Class 17 contains 131681 members 
Mstep: Class 18 contains 123931 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8915 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 10303 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 139 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14208 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 675 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1571 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2057 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 236 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1126 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 188 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 319 members 
Mstep: Class 64 contains 325 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 213 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201088.000000 Penalty: 45313.753906
Iteration 172Q: 73 clusters Score -5.820109e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 31889 members 
Mstep: Class 3 contains 102767 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112340 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 56834 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 293 members 
Mstep: Class 16 contains 127858 members 
Mstep: Class 17 contains 131709 members 
Mstep: Class 18 contains 123932 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 10340 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 138 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 14101 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1582 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 711 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2055 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 748 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 234 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 336 members 
Mstep: Class 56 contains 1122 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 310 members 
Mstep: Class 64 contains 325 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 213 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201076.000000 Penalty: 45313.753906
Iteration 173Q: 73 clusters Score -5.820108e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 31892 members 
Mstep: Class 3 contains 102677 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112339 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 56917 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 294 members 
Mstep: Class 16 contains 127879 members 
Mstep: Class 17 contains 131750 members 
Mstep: Class 18 contains 123931 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 10395 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 139 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13999 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 682 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14747 members 
Mstep: Class 37 contains 1590 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6030 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 232 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1122 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 231 members 
Mstep: Class 63 contains 300 members 
Mstep: Class 64 contains 324 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 220 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201136.000000 Penalty: 45313.753906
Iteration 174Q: 73 clusters Score -5.820114e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 31901 members 
Mstep: Class 3 contains 102533 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112353 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 11 contains 57001 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 16 contains 127931 members 
Mstep: Class 17 contains 131807 members 
Mstep: Class 18 contains 123927 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8915 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 138 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13894 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14749 members 
Mstep: Class 37 contains 1601 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 699 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2052 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1120 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 178 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 231 members 
Mstep: Class 63 contains 297 members 
Mstep: Class 64 contains 324 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 233 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201236.000000 Penalty: 45313.753906
Iteration 175Q: 73 clusters Score -5.820124e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 31904 members 
Mstep: Class 3 contains 102425 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112345 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 7745 members 
Mstep: Class 11 contains 57111 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 295 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 131840 members 
Mstep: Class 18 contains 123929 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10476 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 139 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13777 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 674 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14752 members 
Mstep: Class 37 contains 1620 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 689 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2049 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1120 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 176 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 231 members 
Mstep: Class 63 contains 293 members 
Mstep: Class 64 contains 324 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201344.000000 Penalty: 45313.753906
Iteration 176Q: 73 clusters Score -5.820134e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 31898 members 
Mstep: Class 3 contains 102352 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112348 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7722 members 
Mstep: Class 11 contains 57205 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 128019 members 
Mstep: Class 17 contains 131875 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1093 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13659 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 674 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1634 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 687 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2044 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 223 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1114 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 175 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 327 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 286 members 
Mstep: Class 64 contains 324 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201456.000000 Penalty: 45313.753906
Iteration 177Q: 73 clusters Score -5.820146e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 102278 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112330 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 57279 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 128052 members 
Mstep: Class 17 contains 131970 members 
Mstep: Class 18 contains 123932 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 1093 members 
Mstep: Class 25 contains 10549 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13530 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 679 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 14754 members 
Mstep: Class 37 contains 1653 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 684 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2035 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 222 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1115 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 264 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201348.000000 Penalty: 45313.753906
Iteration 178Q: 73 clusters Score -5.820135e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159476 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 102199 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112324 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 57376 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1005 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128067 members 
Mstep: Class 17 contains 132077 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8904 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 10579 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13388 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 687 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1666 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6031 members 
Mstep: Class 44 contains 678 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1118 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 274 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 266 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201480.000000 Penalty: 45313.753906
Iteration 179Q: 73 clusters Score -5.820148e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159474 members 
Mstep: Class 2 contains 31896 members 
Mstep: Class 3 contains 102098 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112303 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 57491 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128063 members 
Mstep: Class 17 contains 132219 members 
Mstep: Class 18 contains 123934 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8902 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 10598 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13241 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 693 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14756 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6032 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2020 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 218 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 339 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 266 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 268 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201444.000000 Penalty: 45313.753906
Iteration 180F: 73 clusters Score -5.820144e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159472 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 101977 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112257 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 57642 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128080 members 
Mstep: Class 17 contains 132321 members 
Mstep: Class 18 contains 123936 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 10631 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13116 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 698 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6032 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2014 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 259 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201472.000000 Penalty: 45313.753906
Iteration 181Q: 73 clusters Score -5.820147e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 31886 members 
Mstep: Class 3 contains 101881 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112194 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 57774 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128100 members 
Mstep: Class 17 contains 132406 members 
Mstep: Class 18 contains 123939 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 1091 members 
Mstep: Class 25 contains 10675 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 13011 members 
Mstep: Class 32 contains 2697 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14756 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6032 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 250 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201460.000000 Penalty: 45313.753906
Iteration 182Q: 73 clusters Score -5.820146e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 101773 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112154 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 57886 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128130 members 
Mstep: Class 17 contains 132465 members 
Mstep: Class 18 contains 123939 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 1091 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12909 members 
Mstep: Class 32 contains 2698 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1706 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6032 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 242 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201556.000000 Penalty: 45313.753906
Iteration 183Q: 73 clusters Score -5.820156e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 31885 members 
Mstep: Class 3 contains 101683 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112129 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 57997 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128136 members 
Mstep: Class 17 contains 132507 members 
Mstep: Class 18 contains 123939 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 8893 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10756 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12805 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6032 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1995 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 238 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201396.000000 Penalty: 45313.753906
Iteration 184Q: 73 clusters Score -5.82014e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 31885 members 
Mstep: Class 3 contains 101603 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72884 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112082 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 58101 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128134 members 
Mstep: Class 17 contains 132576 members 
Mstep: Class 18 contains 123942 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 940 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10801 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12701 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14755 members 
Mstep: Class 37 contains 1743 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6033 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1991 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 215 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 236 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201404.000000 Penalty: 45313.753906
Iteration 185Q: 73 clusters Score -5.82014e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 101531 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72883 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112059 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 58203 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1057 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128139 members 
Mstep: Class 17 contains 132622 members 
Mstep: Class 18 contains 123943 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8898 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 1090 members 
Mstep: Class 25 contains 10840 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12607 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14751 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6034 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 214 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201440.000000 Penalty: 45313.753906
Iteration 186Q: 73 clusters Score -5.820144e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 31896 members 
Mstep: Class 3 contains 101429 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112026 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 58322 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128132 members 
Mstep: Class 17 contains 132679 members 
Mstep: Class 18 contains 123940 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10886 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12511 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6036 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201596.000000 Penalty: 45313.753906
Iteration 187Q: 73 clusters Score -5.82016e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 31904 members 
Mstep: Class 3 contains 101334 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 112014 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 58388 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128134 members 
Mstep: Class 17 contains 132742 members 
Mstep: Class 18 contains 123935 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8918 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 938 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1792 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6037 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201604.000000 Penalty: 45313.753906
Iteration 188Q: 73 clusters Score -5.82016e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 31908 members 
Mstep: Class 3 contains 101235 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 111961 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 58490 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128160 members 
Mstep: Class 17 contains 132769 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 8930 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 937 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12339 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 1801 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6038 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201720.000000 Penalty: 45313.753906
Iteration 189Q: 73 clusters Score -5.820172e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 31899 members 
Mstep: Class 3 contains 101112 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 111935 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 58603 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128158 members 
Mstep: Class 17 contains 132786 members 
Mstep: Class 18 contains 123930 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 937 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11027 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12288 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14746 members 
Mstep: Class 37 contains 1810 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6040 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201760.000000 Penalty: 45313.753906
Iteration 190Q: 73 clusters Score -5.820176e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 31884 members 
Mstep: Class 3 contains 101028 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 111918 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 58694 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128151 members 
Mstep: Class 17 contains 132759 members 
Mstep: Class 18 contains 123931 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11095 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12265 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14743 members 
Mstep: Class 37 contains 1821 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6040 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201796.000000 Penalty: 45313.753906
Iteration 191Q: 73 clusters Score -5.82018e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 31868 members 
Mstep: Class 3 contains 100974 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 8 contains 111951 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 58789 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128138 members 
Mstep: Class 17 contains 132652 members 
Mstep: Class 18 contains 123930 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 933 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12232 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14737 members 
Mstep: Class 37 contains 1833 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6040 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201748.000000 Penalty: 45313.753906
Iteration 192Q: 73 clusters Score -5.820175e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 31860 members 
Mstep: Class 3 contains 100904 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111956 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 58920 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128120 members 
Mstep: Class 17 contains 132574 members 
Mstep: Class 18 contains 123928 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9009 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11199 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12196 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14733 members 
Mstep: Class 37 contains 1846 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6041 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201760.000000 Penalty: 45313.753906
Iteration 193Q: 73 clusters Score -5.820176e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 3 contains 100835 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111999 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 59044 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128122 members 
Mstep: Class 17 contains 132473 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11238 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12142 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14727 members 
Mstep: Class 37 contains 1857 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6041 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201648.000000 Penalty: 45313.753906
Iteration 194Q: 73 clusters Score -5.820165e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 100766 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111944 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 59200 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128124 members 
Mstep: Class 17 contains 132358 members 
Mstep: Class 18 contains 123917 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9063 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11308 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12117 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14725 members 
Mstep: Class 37 contains 1876 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6042 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201880.000000 Penalty: 45313.753906
Iteration 195Q: 73 clusters Score -5.820188e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 31816 members 
Mstep: Class 3 contains 100687 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 72879 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111863 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 59369 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128136 members 
Mstep: Class 17 contains 132238 members 
Mstep: Class 18 contains 123917 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11389 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12113 members 
Mstep: Class 32 contains 2710 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14725 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6042 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201988.000000 Penalty: 45313.753906
Iteration 196Q: 73 clusters Score -5.820199e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 31802 members 
Mstep: Class 3 contains 100633 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111774 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 59509 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128151 members 
Mstep: Class 17 contains 132102 members 
Mstep: Class 18 contains 123919 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9090 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 934 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12142 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14726 members 
Mstep: Class 37 contains 1918 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6042 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58201956.000000 Penalty: 45313.753906
Iteration 197Q: 73 clusters Score -5.820196e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 31799 members 
Mstep: Class 3 contains 100602 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111700 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 59639 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128170 members 
Mstep: Class 17 contains 131916 members 
Mstep: Class 18 contains 123917 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11578 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12155 members 
Mstep: Class 32 contains 2715 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14727 members 
Mstep: Class 37 contains 1940 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6042 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58202300.000000 Penalty: 45313.753906
Iteration 198Q: 73 clusters Score -5.82023e+07 nChanged 1581
Entering ConstructFrom: 
Score: -58202300.000000 Penalty: 45313.753906
Entering ConstructFrom: 
Trying to split cluster 1 (159557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Entering Unmasked Estep 
Score: -9534681.000000 Penalty: 545.097168
	Iteration 0F: 2 clusters Score -9534681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -9429466.000000 Penalty: 1090.194336
	Iteration 0F: 3 clusters Score -9429466 nChanged 78126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -9475933.000000 Penalty: 1090.194336
	Iteration 1F: 3 clusters Score -9475933 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -9477616.000000 Penalty: 1090.194336
	Iteration 2Q: 3 clusters Score -9477616 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -9481041.000000 Penalty: 1090.194336
	Iteration 3Q: 3 clusters Score -9481041 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -9487543.000000 Penalty: 1090.194336
	Iteration 4F: 3 clusters Score -9487543 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -9497345.000000 Penalty: 1090.194336
	Iteration 5F: 3 clusters Score -9497345 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -9508299.000000 Penalty: 1090.194336
	Iteration 6F: 3 clusters Score -9508299 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -9517039.000000 Penalty: 1090.194336
	Iteration 7F: 3 clusters Score -9517039 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -9522521.000000 Penalty: 1090.194336
	Iteration 8Q: 3 clusters Score -9522521 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -9526029.000000 Penalty: 1090.194336
	Iteration 9Q: 3 clusters Score -9526029 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -9528224.000000 Penalty: 1090.194336
	Iteration 10Q: 3 clusters Score -9528224 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145665 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -9529789.000000 Penalty: 1090.194336
	Iteration 11Q: 3 clusters Score -9529789 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -9530938.000000 Penalty: 1090.194336
	Iteration 12Q: 3 clusters Score -9530938 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -9531807.000000 Penalty: 1090.194336
	Iteration 13Q: 3 clusters Score -9531807 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -9532474.000000 Penalty: 1090.194336
	Iteration 14Q: 3 clusters Score -9532474 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -9532956.000000 Penalty: 1090.194336
	Iteration 15Q: 3 clusters Score -9532956 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -9533272.000000 Penalty: 1090.194336
	Iteration 16Q: 3 clusters Score -9533272 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -9533602.000000 Penalty: 1090.194336
	Iteration 17Q: 3 clusters Score -9533602 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9533838.000000 Penalty: 1090.194336
	Iteration 18Q: 3 clusters Score -9533838 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -9534019.000000 Penalty: 1090.194336
	Iteration 19Q: 3 clusters Score -9534019 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151276 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -9534115.000000 Penalty: 1090.194336
	Iteration 20F: 3 clusters Score -9534115 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -9534247.000000 Penalty: 1090.194336
	Iteration 21Q: 3 clusters Score -9534247 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -9534321.000000 Penalty: 1090.194336
	Iteration 22Q: 3 clusters Score -9534321 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -9534383.000000 Penalty: 1090.194336
	Iteration 23Q: 3 clusters Score -9534383 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -9534439.000000 Penalty: 1090.194336
	Iteration 24Q: 3 clusters Score -9534439 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -9534429.000000 Penalty: 1090.194336
	Iteration 25Q: 3 clusters Score -9534429 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -9534433.000000 Penalty: 1090.194336
	Iteration 26Q: 3 clusters Score -9534433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152876 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -9534432.000000 Penalty: 1090.194336
	Iteration 27Q: 3 clusters Score -9534432 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9534431.000000 Penalty: 1090.194336
	Iteration 28Q: 3 clusters Score -9534431 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -9534444.000000 Penalty: 1090.194336
	Iteration 29Q: 3 clusters Score -9534444 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -9534466.000000 Penalty: 1090.194336
	Iteration 30Q: 3 clusters Score -9534466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -9534478.000000 Penalty: 1090.194336
	Iteration 31Q: 3 clusters Score -9534478 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -9534481.000000 Penalty: 1090.194336
	Iteration 32Q: 3 clusters Score -9534481 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -9534477.000000 Penalty: 1090.194336
	Iteration 33Q: 3 clusters Score -9534477 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153944 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -9534473.000000 Penalty: 1090.194336
	Iteration 34Q: 3 clusters Score -9534473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -9534467.000000 Penalty: 1090.194336
	Iteration 35Q: 3 clusters Score -9534467 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -9534451.000000 Penalty: 1090.194336
	Iteration 36Q: 3 clusters Score -9534451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9534439.000000 Penalty: 1090.194336
	Iteration 37Q: 3 clusters Score -9534439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9534451.000000 Penalty: 1090.194336
	Iteration 38Q: 3 clusters Score -9534451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154421 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -9534467.000000 Penalty: 1090.194336
	Iteration 39Q: 3 clusters Score -9534467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154500 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -9534483.000000 Penalty: 1090.194336
	Iteration 40F: 3 clusters Score -9534483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 1090.194336
	Iteration 41Q: 3 clusters Score -9534456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9534470.000000 Penalty: 1090.194336
	Iteration 42Q: 3 clusters Score -9534470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -9534470.000000 Penalty: 1090.194336
	Iteration 43Q: 3 clusters Score -9534470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -9534475.000000 Penalty: 1090.194336
	Iteration 44Q: 3 clusters Score -9534475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 1090.194336
	Iteration 45Q: 3 clusters Score -9534456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9534426.000000 Penalty: 1090.194336
	Iteration 46Q: 3 clusters Score -9534426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -9534435.000000 Penalty: 1090.194336
	Iteration 47Q: 3 clusters Score -9534435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -9534433.000000 Penalty: 1090.194336
	Iteration 48Q: 3 clusters Score -9534433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9534456.000000 Penalty: 1090.194336
	Iteration 49Q: 3 clusters Score -9534456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -9534462.000000 Penalty: 1090.194336
	Iteration 50Q: 3 clusters Score -9534462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -9534477.000000 Penalty: 1090.194336
	Iteration 51Q: 3 clusters Score -9534477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -9534515.000000 Penalty: 1090.194336
	Iteration 52Q: 3 clusters Score -9534515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9534507.000000 Penalty: 1090.194336
	Iteration 53Q: 3 clusters Score -9534507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -9534501.000000 Penalty: 1090.194336
	Iteration 54Q: 3 clusters Score -9534501 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9534505.000000 Penalty: 1090.194336
	Iteration 55Q: 3 clusters Score -9534505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -9534500.000000 Penalty: 1090.194336
	Iteration 56Q: 3 clusters Score -9534500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9534499.000000 Penalty: 1090.194336
	Iteration 57Q: 3 clusters Score -9534499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9534488.000000 Penalty: 1090.194336
	Iteration 58Q: 3 clusters Score -9534488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9534517.000000 Penalty: 1090.194336
	Iteration 59Q: 3 clusters Score -9534517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9534505.000000 Penalty: 1090.194336
	Iteration 60F: 3 clusters Score -9534505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9534486.000000 Penalty: 1090.194336
	Iteration 61Q: 3 clusters Score -9534486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9534464.000000 Penalty: 1090.194336
	Iteration 62Q: 3 clusters Score -9534464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9534494.000000 Penalty: 1090.194336
	Iteration 63Q: 3 clusters Score -9534494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9534495.000000 Penalty: 1090.194336
	Iteration 64Q: 3 clusters Score -9534495 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9534490.000000 Penalty: 1090.194336
	Iteration 65Q: 3 clusters Score -9534490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9534509.000000 Penalty: 1090.194336
	Iteration 66Q: 3 clusters Score -9534509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9534495.000000 Penalty: 1090.194336
	Iteration 67Q: 3 clusters Score -9534495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9534506.000000 Penalty: 1090.194336
	Iteration 68Q: 3 clusters Score -9534506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9534496.000000 Penalty: 1090.194336
	Iteration 69Q: 3 clusters Score -9534496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157402 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9534511.000000 Penalty: 1090.194336
	Iteration 70Q: 3 clusters Score -9534511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9534511.000000 Penalty: 1090.194336
	Iteration 71Q: 3 clusters Score -9534511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157548 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9534507.000000 Penalty: 1090.194336
	Iteration 72Q: 3 clusters Score -9534507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157608 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9534511.000000 Penalty: 1090.194336
	Iteration 73Q: 3 clusters Score -9534511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157669 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9534520.000000 Penalty: 1090.194336
	Iteration 74Q: 3 clusters Score -9534520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9534508.000000 Penalty: 1090.194336
	Iteration 75Q: 3 clusters Score -9534508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9534496.000000 Penalty: 1090.194336
	Iteration 76Q: 3 clusters Score -9534496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9534498.000000 Penalty: 1090.194336
	Iteration 77Q: 3 clusters Score -9534498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9534493.000000 Penalty: 1090.194336
	Iteration 78Q: 3 clusters Score -9534493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9534512.000000 Penalty: 1090.194336
	Iteration 79Q: 3 clusters Score -9534512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9534504.000000 Penalty: 1090.194336
	Iteration 80F: 3 clusters Score -9534504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9534491.000000 Penalty: 1090.194336
	Iteration 81Q: 3 clusters Score -9534491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9534486.000000 Penalty: 1090.194336
	Iteration 82Q: 3 clusters Score -9534486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9534489.000000 Penalty: 1090.194336
	Iteration 83Q: 3 clusters Score -9534489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9534504.000000 Penalty: 1090.194336
	Iteration 84Q: 3 clusters Score -9534504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9534514.000000 Penalty: 1090.194336
	Iteration 85Q: 3 clusters Score -9534514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9534517.000000 Penalty: 1090.194336
	Iteration 86Q: 3 clusters Score -9534517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9534528.000000 Penalty: 1090.194336
	Iteration 87Q: 3 clusters Score -9534528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9534539.000000 Penalty: 1090.194336
	Iteration 88Q: 3 clusters Score -9534539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9534550.000000 Penalty: 1090.194336
	Iteration 89Q: 3 clusters Score -9534550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9534553.000000 Penalty: 1090.194336
	Iteration 90Q: 3 clusters Score -9534553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9534548.000000 Penalty: 1090.194336
	Iteration 91Q: 3 clusters Score -9534548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9534531.000000 Penalty: 1090.194336
	Iteration 92Q: 3 clusters Score -9534531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158436 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9534528.000000 Penalty: 1090.194336
	Iteration 93Q: 3 clusters Score -9534528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9534528.000000 Penalty: 1090.194336
	Iteration 94Q: 3 clusters Score -9534528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9534524.000000 Penalty: 1090.194336
	Iteration 95Q: 3 clusters Score -9534524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9534515.000000 Penalty: 1090.194336
	Iteration 96Q: 3 clusters Score -9534515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9534526.000000 Penalty: 1090.194336
	Iteration 97Q: 3 clusters Score -9534526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9534526.000000 Penalty: 1090.194336
	Iteration 98Q: 3 clusters Score -9534526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9534531.000000 Penalty: 1090.194336
	Iteration 99Q: 3 clusters Score -9534531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9534531.000000 Penalty: 1090.194336
	Iteration 100F: 3 clusters Score -9534531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9534527.000000 Penalty: 1090.194336
	Iteration 101Q: 3 clusters Score -9534527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9534527.000000 Penalty: 1090.194336
	Iteration 102Q: 3 clusters Score -9534527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9534533.000000 Penalty: 1090.194336
	Iteration 103Q: 3 clusters Score -9534533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9534534.000000 Penalty: 1090.194336
	Iteration 104Q: 3 clusters Score -9534534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9534528.000000 Penalty: 1090.194336
	Iteration 105Q: 3 clusters Score -9534528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9534529.000000 Penalty: 1090.194336
	Iteration 106Q: 3 clusters Score -9534529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158545 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9534528.000000 Penalty: 1090.194336
	Iteration 107Q: 3 clusters Score -9534528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9534518.000000 Penalty: 1090.194336
	Iteration 108Q: 3 clusters Score -9534518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158563 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9534521.000000 Penalty: 1090.194336
	Iteration 109Q: 3 clusters Score -9534521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9534518.000000 Penalty: 1090.194336
	Iteration 110Q: 3 clusters Score -9534518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9534519.000000 Penalty: 1090.194336
	Iteration 111Q: 3 clusters Score -9534519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9534517.000000 Penalty: 1090.194336
	Iteration 112Q: 3 clusters Score -9534517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158571 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9534518.000000 Penalty: 1090.194336
	Iteration 113Q: 3 clusters Score -9534518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9534514.000000 Penalty: 1090.194336
	Iteration 114Q: 3 clusters Score -9534514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9534518.000000 Penalty: 1090.194336
	Iteration 115Q: 3 clusters Score -9534518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9534520.000000 Penalty: 1090.194336
	Iteration 116Q: 3 clusters Score -9534520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9534520.000000 Penalty: 1090.194336
	Iteration 117F: 3 clusters Score -9534520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Entering Unmasked Estep 
Score: -1914355.125000 Penalty: 471.714325
	Iteration 0F: 2 clusters Score -1914355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1892994.250000 Penalty: 943.428650
	Iteration 0F: 3 clusters Score -1892994 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1902496.750000 Penalty: 943.428650
	Iteration 1F: 3 clusters Score -1902497 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1903125.250000 Penalty: 943.428650
	Iteration 2Q: 3 clusters Score -1903125 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1903815.000000 Penalty: 943.428650
	Iteration 3Q: 3 clusters Score -1903815 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1904592.500000 Penalty: 943.428650
	Iteration 4F: 3 clusters Score -1904592 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1905457.625000 Penalty: 943.428650
	Iteration 5F: 3 clusters Score -1905458 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1906481.500000 Penalty: 943.428650
	Iteration 6F: 3 clusters Score -1906482 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1907668.125000 Penalty: 943.428650
	Iteration 7F: 3 clusters Score -1907668 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1908725.375000 Penalty: 943.428650
	Iteration 8F: 3 clusters Score -1908725 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1909418.625000 Penalty: 943.428650
	Iteration 9Q: 3 clusters Score -1909419 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1909859.750000 Penalty: 943.428650
	Iteration 10Q: 3 clusters Score -1909860 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1910178.625000 Penalty: 943.428650
	Iteration 11Q: 3 clusters Score -1910179 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1910482.625000 Penalty: 943.428650
	Iteration 12Q: 3 clusters Score -1910483 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1910777.625000 Penalty: 943.428650
	Iteration 13Q: 3 clusters Score -1910778 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1911071.375000 Penalty: 943.428650
	Iteration 14Q: 3 clusters Score -1911071 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1911353.875000 Penalty: 943.428650
	Iteration 15Q: 3 clusters Score -1911354 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -1911621.750000 Penalty: 943.428650
	Iteration 16Q: 3 clusters Score -1911622 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -1911850.875000 Penalty: 943.428650
	Iteration 17Q: 3 clusters Score -1911851 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1912066.375000 Penalty: 943.428650
	Iteration 18Q: 3 clusters Score -1912066 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1912235.875000 Penalty: 943.428650
	Iteration 19Q: 3 clusters Score -1912236 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -1912366.000000 Penalty: 943.428650
	Iteration 20F: 3 clusters Score -1912366 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -1912477.750000 Penalty: 943.428650
	Iteration 21Q: 3 clusters Score -1912478 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -1912561.125000 Penalty: 943.428650
	Iteration 22Q: 3 clusters Score -1912561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -1912632.750000 Penalty: 943.428650
	Iteration 23Q: 3 clusters Score -1912633 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -1912705.375000 Penalty: 943.428650
	Iteration 24Q: 3 clusters Score -1912705 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -1912763.375000 Penalty: 943.428650
	Iteration 25Q: 3 clusters Score -1912763 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1912815.500000 Penalty: 943.428650
	Iteration 26Q: 3 clusters Score -1912816 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -1912876.750000 Penalty: 943.428650
	Iteration 27Q: 3 clusters Score -1912877 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -1912924.500000 Penalty: 943.428650
	Iteration 28Q: 3 clusters Score -1912924 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -1912969.000000 Penalty: 943.428650
	Iteration 29Q: 3 clusters Score -1912969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -1913024.000000 Penalty: 943.428650
	Iteration 30Q: 3 clusters Score -1913024 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1913069.500000 Penalty: 943.428650
	Iteration 31Q: 3 clusters Score -1913070 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1913126.750000 Penalty: 943.428650
	Iteration 32Q: 3 clusters Score -1913127 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -1913172.125000 Penalty: 943.428650
	Iteration 33Q: 3 clusters Score -1913172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -1913240.750000 Penalty: 943.428650
	Iteration 34Q: 3 clusters Score -1913241 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -1913283.375000 Penalty: 943.428650
	Iteration 35Q: 3 clusters Score -1913283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -1913339.750000 Penalty: 943.428650
	Iteration 36Q: 3 clusters Score -1913340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -1913393.500000 Penalty: 943.428650
	Iteration 37Q: 3 clusters Score -1913394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -1913443.625000 Penalty: 943.428650
	Iteration 38Q: 3 clusters Score -1913444 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -1913487.500000 Penalty: 943.428650
	Iteration 39Q: 3 clusters Score -1913488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -1913529.125000 Penalty: 943.428650
	Iteration 40F: 3 clusters Score -1913529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -1913572.875000 Penalty: 943.428650
	Iteration 41Q: 3 clusters Score -1913573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -1913612.125000 Penalty: 943.428650
	Iteration 42Q: 3 clusters Score -1913612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1913645.000000 Penalty: 943.428650
	Iteration 43Q: 3 clusters Score -1913645 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -1913677.500000 Penalty: 943.428650
	Iteration 44Q: 3 clusters Score -1913678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -1913701.875000 Penalty: 943.428650
	Iteration 45Q: 3 clusters Score -1913702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -1913728.625000 Penalty: 943.428650
	Iteration 46Q: 3 clusters Score -1913729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -1913741.250000 Penalty: 943.428650
	Iteration 47Q: 3 clusters Score -1913741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1913758.500000 Penalty: 943.428650
	Iteration 48Q: 3 clusters Score -1913758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1913775.125000 Penalty: 943.428650
	Iteration 49Q: 3 clusters Score -1913775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -1913787.750000 Penalty: 943.428650
	Iteration 50Q: 3 clusters Score -1913788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -1913801.625000 Penalty: 943.428650
	Iteration 51Q: 3 clusters Score -1913802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -1913814.625000 Penalty: 943.428650
	Iteration 52Q: 3 clusters Score -1913815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -1913825.625000 Penalty: 943.428650
	Iteration 53Q: 3 clusters Score -1913826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -1913839.500000 Penalty: 943.428650
	Iteration 54Q: 3 clusters Score -1913840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -1913850.875000 Penalty: 943.428650
	Iteration 55Q: 3 clusters Score -1913851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -1913868.500000 Penalty: 943.428650
	Iteration 56Q: 3 clusters Score -1913868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -1913877.750000 Penalty: 943.428650
	Iteration 57Q: 3 clusters Score -1913878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -1913893.500000 Penalty: 943.428650
	Iteration 58Q: 3 clusters Score -1913894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -1913910.000000 Penalty: 943.428650
	Iteration 59Q: 3 clusters Score -1913910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -1913919.250000 Penalty: 943.428650
	Iteration 60F: 3 clusters Score -1913919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -1913932.250000 Penalty: 943.428650
	Iteration 61Q: 3 clusters Score -1913932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -1913938.125000 Penalty: 943.428650
	Iteration 62Q: 3 clusters Score -1913938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -1913945.250000 Penalty: 943.428650
	Iteration 63Q: 3 clusters Score -1913945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -1913948.750000 Penalty: 943.428650
	Iteration 64Q: 3 clusters Score -1913949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -1913951.500000 Penalty: 943.428650
	Iteration 65Q: 3 clusters Score -1913952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -1913954.375000 Penalty: 943.428650
	Iteration 66Q: 3 clusters Score -1913954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -1913966.250000 Penalty: 943.428650
	Iteration 67Q: 3 clusters Score -1913966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -1913970.125000 Penalty: 943.428650
	Iteration 68Q: 3 clusters Score -1913970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -1913977.250000 Penalty: 943.428650
	Iteration 69Q: 3 clusters Score -1913977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -1913989.750000 Penalty: 943.428650
	Iteration 70Q: 3 clusters Score -1913990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -1914006.250000 Penalty: 943.428650
	Iteration 71Q: 3 clusters Score -1914006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -1914016.375000 Penalty: 943.428650
	Iteration 72Q: 3 clusters Score -1914016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -1914020.750000 Penalty: 943.428650
	Iteration 73Q: 3 clusters Score -1914021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -1914026.250000 Penalty: 943.428650
	Iteration 74Q: 3 clusters Score -1914026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -1914028.250000 Penalty: 943.428650
	Iteration 75Q: 3 clusters Score -1914028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -1914026.625000 Penalty: 943.428650
	Iteration 76Q: 3 clusters Score -1914027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -1914028.375000 Penalty: 943.428650
	Iteration 77Q: 3 clusters Score -1914028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -1914027.625000 Penalty: 943.428650
	Iteration 78Q: 3 clusters Score -1914028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -1914027.625000 Penalty: 943.428650
	Iteration 79F: 3 clusters Score -1914028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Entering Unmasked Estep 
Score: -6027275.500000 Penalty: 524.084961
	Iteration 0F: 2 clusters Score -6027276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -5960307.000000 Penalty: 1048.169922
	Iteration 0F: 3 clusters Score -5960307 nChanged 48852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5997260.500000 Penalty: 1048.169922
	Iteration 1F: 3 clusters Score -5997260 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -6006409.500000 Penalty: 1048.169922
	Iteration 2F: 3 clusters Score -6006410 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -6017465.000000 Penalty: 1048.169922
	Iteration 3F: 3 clusters Score -6017465 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6024252.000000 Penalty: 1048.169922
	Iteration 4F: 3 clusters Score -6024252 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6026241.000000 Penalty: 1048.169922
	Iteration 5Q: 3 clusters Score -6026241 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6026725.500000 Penalty: 1048.169922
	Iteration 6Q: 3 clusters Score -6026726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6026820.000000 Penalty: 1048.169922
	Iteration 7Q: 3 clusters Score -6026820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6026833.000000 Penalty: 1048.169922
	Iteration 8Q: 3 clusters Score -6026833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6026840.500000 Penalty: 1048.169922
	Iteration 9Q: 3 clusters Score -6026840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6026840.000000 Penalty: 1048.169922
	Iteration 10Q: 3 clusters Score -6026840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6026841.000000 Penalty: 1048.169922
	Iteration 11Q: 3 clusters Score -6026841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6026841.000000 Penalty: 1048.169922
	Iteration 12F: 3 clusters Score -6026841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -193060.984375 Penalty: 368.335876
	Iteration 0F: 2 clusters Score -193061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -190803.828125 Penalty: 736.671753
	Iteration 0F: 3 clusters Score -190803.8 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -191702.312500 Penalty: 736.671753
	Iteration 1F: 3 clusters Score -191702.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -191907.750000 Penalty: 736.671753
	Iteration 2F: 3 clusters Score -191907.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -192118.359375 Penalty: 736.671753
	Iteration 3F: 3 clusters Score -192118.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -192284.250000 Penalty: 736.671753
	Iteration 4F: 3 clusters Score -192284.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -192362.656250 Penalty: 736.671753
	Iteration 5F: 3 clusters Score -192362.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -192399.562500 Penalty: 736.671753
	Iteration 6Q: 3 clusters Score -192399.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -192416.750000 Penalty: 736.671753
	Iteration 7Q: 3 clusters Score -192416.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -192423.140625 Penalty: 736.671753
	Iteration 8Q: 3 clusters Score -192423.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -192427.906250 Penalty: 736.671753
	Iteration 9Q: 3 clusters Score -192427.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -192431.656250 Penalty: 736.671753
	Iteration 10Q: 3 clusters Score -192431.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -192434.453125 Penalty: 736.671753
	Iteration 11Q: 3 clusters Score -192434.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -192437.281250 Penalty: 736.671753
	Iteration 12Q: 3 clusters Score -192437.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -192441.125000 Penalty: 736.671753
	Iteration 13Q: 3 clusters Score -192441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -192448.218750 Penalty: 736.671753
	Iteration 14Q: 3 clusters Score -192448.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -192460.531250 Penalty: 736.671753
	Iteration 15Q: 3 clusters Score -192460.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -192470.937500 Penalty: 736.671753
	Iteration 16Q: 3 clusters Score -192470.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -192478.640625 Penalty: 736.671753
	Iteration 17Q: 3 clusters Score -192478.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -192491.437500 Penalty: 736.671753
	Iteration 18Q: 3 clusters Score -192491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -192501.750000 Penalty: 736.671753
	Iteration 19Q: 3 clusters Score -192501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -192510.015625 Penalty: 736.671753
	Iteration 20F: 3 clusters Score -192510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -192521.312500 Penalty: 736.671753
	Iteration 21Q: 3 clusters Score -192521.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -192528.421875 Penalty: 736.671753
	Iteration 22Q: 3 clusters Score -192528.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -192534.578125 Penalty: 736.671753
	Iteration 23Q: 3 clusters Score -192534.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -192538.734375 Penalty: 736.671753
	Iteration 24Q: 3 clusters Score -192538.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -192542.453125 Penalty: 736.671753
	Iteration 25Q: 3 clusters Score -192542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -192545.453125 Penalty: 736.671753
	Iteration 26Q: 3 clusters Score -192545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -192549.406250 Penalty: 736.671753
	Iteration 27Q: 3 clusters Score -192549.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -192553.312500 Penalty: 736.671753
	Iteration 28Q: 3 clusters Score -192553.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -192556.953125 Penalty: 736.671753
	Iteration 29Q: 3 clusters Score -192557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -192561.640625 Penalty: 736.671753
	Iteration 30Q: 3 clusters Score -192561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -192567.031250 Penalty: 736.671753
	Iteration 31Q: 3 clusters Score -192567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -192573.781250 Penalty: 736.671753
	Iteration 32Q: 3 clusters Score -192573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -192577.609375 Penalty: 736.671753
	Iteration 33Q: 3 clusters Score -192577.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -192581.953125 Penalty: 736.671753
	Iteration 34Q: 3 clusters Score -192582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -192586.078125 Penalty: 736.671753
	Iteration 35Q: 3 clusters Score -192586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -192589.625000 Penalty: 736.671753
	Iteration 36Q: 3 clusters Score -192589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -192593.343750 Penalty: 736.671753
	Iteration 37Q: 3 clusters Score -192593.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -192597.796875 Penalty: 736.671753
	Iteration 38Q: 3 clusters Score -192597.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -192602.515625 Penalty: 736.671753
	Iteration 39Q: 3 clusters Score -192602.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -192605.546875 Penalty: 736.671753
	Iteration 40F: 3 clusters Score -192605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -192609.281250 Penalty: 736.671753
	Iteration 41Q: 3 clusters Score -192609.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -192614.531250 Penalty: 736.671753
	Iteration 42Q: 3 clusters Score -192614.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -192619.859375 Penalty: 736.671753
	Iteration 43Q: 3 clusters Score -192619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -192625.890625 Penalty: 736.671753
	Iteration 44Q: 3 clusters Score -192625.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -192636.140625 Penalty: 736.671753
	Iteration 45Q: 3 clusters Score -192636.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -192648.046875 Penalty: 736.671753
	Iteration 46Q: 3 clusters Score -192648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -192662.390625 Penalty: 736.671753
	Iteration 47Q: 3 clusters Score -192662.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -192674.140625 Penalty: 736.671753
	Iteration 48Q: 3 clusters Score -192674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -192685.937500 Penalty: 736.671753
	Iteration 49Q: 3 clusters Score -192685.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -192700.937500 Penalty: 736.671753
	Iteration 50Q: 3 clusters Score -192700.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -192720.328125 Penalty: 736.671753
	Iteration 51Q: 3 clusters Score -192720.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -192748.484375 Penalty: 736.671753
	Iteration 52Q: 3 clusters Score -192748.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -192781.656250 Penalty: 736.671753
	Iteration 53Q: 3 clusters Score -192781.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -192799.312500 Penalty: 736.671753
	Iteration 54Q: 3 clusters Score -192799.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -192808.390625 Penalty: 736.671753
	Iteration 55Q: 3 clusters Score -192808.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -192813.187500 Penalty: 736.671753
	Iteration 56Q: 3 clusters Score -192813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -192814.953125 Penalty: 736.671753
	Iteration 57Q: 3 clusters Score -192815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -192815.968750 Penalty: 736.671753
	Iteration 58Q: 3 clusters Score -192816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -192817.453125 Penalty: 736.671753
	Iteration 59Q: 3 clusters Score -192817.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -192820.187500 Penalty: 736.671753
	Iteration 60F: 3 clusters Score -192820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -192822.468750 Penalty: 736.671753
	Iteration 61Q: 3 clusters Score -192822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -192823.796875 Penalty: 736.671753
	Iteration 62Q: 3 clusters Score -192823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -192825.687500 Penalty: 736.671753
	Iteration 63Q: 3 clusters Score -192825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -192827.000000 Penalty: 736.671753
	Iteration 64Q: 3 clusters Score -192827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -192827.203125 Penalty: 736.671753
	Iteration 65Q: 3 clusters Score -192827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -192827.343750 Penalty: 736.671753
	Iteration 66Q: 3 clusters Score -192827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -192827.671875 Penalty: 736.671753
	Iteration 67Q: 3 clusters Score -192827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -192827.609375 Penalty: 736.671753
	Iteration 68Q: 3 clusters Score -192827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -192828.281250 Penalty: 736.671753
	Iteration 69Q: 3 clusters Score -192828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -192828.218750 Penalty: 736.671753
	Iteration 70Q: 3 clusters Score -192828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -192828.218750 Penalty: 736.671753
	Iteration 71F: 3 clusters Score -192828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Entering Unmasked Estep 
Score: -4373403.000000 Penalty: 509.442657
	Iteration 0F: 2 clusters Score -4373403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4323959.000000 Penalty: 1018.885315
	Iteration 0F: 3 clusters Score -4323959 nChanged 35819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4345275.000000 Penalty: 1018.885315
	Iteration 1F: 3 clusters Score -4345275 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4345832.500000 Penalty: 1018.885315
	Iteration 2Q: 3 clusters Score -4345832 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4346744.500000 Penalty: 1018.885315
	Iteration 3Q: 3 clusters Score -4346744 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4348379.000000 Penalty: 1018.885315
	Iteration 4Q: 3 clusters Score -4348379 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -4351002.500000 Penalty: 1018.885315
	Iteration 5F: 3 clusters Score -4351002 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -4354966.500000 Penalty: 1018.885315
	Iteration 6F: 3 clusters Score -4354966 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -4359176.000000 Penalty: 1018.885315
	Iteration 7F: 3 clusters Score -4359176 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -4362075.000000 Penalty: 1018.885315
	Iteration 8F: 3 clusters Score -4362075 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -4363471.000000 Penalty: 1018.885315
	Iteration 9Q: 3 clusters Score -4363471 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -4364457.000000 Penalty: 1018.885315
	Iteration 10Q: 3 clusters Score -4364457 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -4365472.500000 Penalty: 1018.885315
	Iteration 11Q: 3 clusters Score -4365472 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -4366494.000000 Penalty: 1018.885315
	Iteration 12Q: 3 clusters Score -4366494 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -4367453.500000 Penalty: 1018.885315
	Iteration 13Q: 3 clusters Score -4367454 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4368385.000000 Penalty: 1018.885315
	Iteration 14Q: 3 clusters Score -4368385 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -4369225.500000 Penalty: 1018.885315
	Iteration 15Q: 3 clusters Score -4369226 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -4370061.500000 Penalty: 1018.885315
	Iteration 16Q: 3 clusters Score -4370062 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -4370754.000000 Penalty: 1018.885315
	Iteration 17Q: 3 clusters Score -4370754 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -4371379.500000 Penalty: 1018.885315
	Iteration 18Q: 3 clusters Score -4371380 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -4371972.000000 Penalty: 1018.885315
	Iteration 19Q: 3 clusters Score -4371972 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -4372450.500000 Penalty: 1018.885315
	Iteration 20F: 3 clusters Score -4372450 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -4372747.500000 Penalty: 1018.885315
	Iteration 21Q: 3 clusters Score -4372748 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -4372875.500000 Penalty: 1018.885315
	Iteration 22Q: 3 clusters Score -4372876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -4372915.500000 Penalty: 1018.885315
	Iteration 23Q: 3 clusters Score -4372916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -4372931.500000 Penalty: 1018.885315
	Iteration 24Q: 3 clusters Score -4372932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -4372932.500000 Penalty: 1018.885315
	Iteration 25Q: 3 clusters Score -4372932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4372937.000000 Penalty: 1018.885315
	Iteration 26Q: 3 clusters Score -4372937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -4372944.000000 Penalty: 1018.885315
	Iteration 27Q: 3 clusters Score -4372944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -4372950.000000 Penalty: 1018.885315
	Iteration 28Q: 3 clusters Score -4372950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -4372944.000000 Penalty: 1018.885315
	Iteration 29Q: 3 clusters Score -4372944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -4372947.500000 Penalty: 1018.885315
	Iteration 30Q: 3 clusters Score -4372948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4372953.500000 Penalty: 1018.885315
	Iteration 31Q: 3 clusters Score -4372954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4372953.500000 Penalty: 1018.885315
	Iteration 32F: 3 clusters Score -4372954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -7486.346680 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -7486.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7149.953125 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -7149.953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7292.034668 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -7292.035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7338.597168 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -7338.597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7369.485840 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -7369.486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7385.363281 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -7385.363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7393.671387 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -7393.671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7405.556641 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -7405.557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7411.689453 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -7411.689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7415.068359 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -7415.068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7419.010742 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -7419.011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7425.860352 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -7425.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7430.998047 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -7430.998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7431.641602 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -7431.642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7431.910156 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -7431.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7432.574219 Penalty: 537.387939
	Iteration 14F: 3 clusters Score -7432.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7438.103027 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -7438.103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7450.207520 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -7450.208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7456.194336 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -7456.194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7471.683594 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -7471.684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7479.878418 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -7479.878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7484.258789 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -7484.259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7485.954590 Penalty: 537.387939
	Iteration 21Q: 3 clusters Score -7485.955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7485.954590 Penalty: 537.387939
	Iteration 22F: 3 clusters Score -7485.955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -23229.085938 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -23229.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22896.763672 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -22896.76 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23161.988281 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -23161.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23301.839844 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -23301.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -23350.945312 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -23350.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23370.146484 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -23370.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23384.546875 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -23384.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23386.148438 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -23386.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -23387.591797 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -23387.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23389.509766 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -23389.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23389.509766 Penalty: 533.071899
	Iteration 9F: 3 clusters Score -23389.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 67 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201840.000000 Penalty: 45943.109375
Splitting cluster 7 changes total score from -58202300.000000 to -58201840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Entering Unmasked Estep 
Score: -6695038.500000 Penalty: 528.861511
	Iteration 0F: 2 clusters Score -6695038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -6621172.500000 Penalty: 1057.723022
	Iteration 0F: 3 clusters Score -6621172 nChanged 54800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -6656122.000000 Penalty: 1057.723022
	Iteration 1F: 3 clusters Score -6656122 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -6660012.000000 Penalty: 1057.723022
	Iteration 2F: 3 clusters Score -6660012 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -6665844.500000 Penalty: 1057.723022
	Iteration 3F: 3 clusters Score -6665844 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6673799.500000 Penalty: 1057.723022
	Iteration 4F: 3 clusters Score -6673800 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6680101.500000 Penalty: 1057.723022
	Iteration 5F: 3 clusters Score -6680102 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6682521.000000 Penalty: 1057.723022
	Iteration 6F: 3 clusters Score -6682521 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6683512.500000 Penalty: 1057.723022
	Iteration 7Q: 3 clusters Score -6683512 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6684135.000000 Penalty: 1057.723022
	Iteration 8Q: 3 clusters Score -6684135 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6684685.000000 Penalty: 1057.723022
	Iteration 9Q: 3 clusters Score -6684685 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -6685325.500000 Penalty: 1057.723022
	Iteration 10Q: 3 clusters Score -6685326 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6685938.000000 Penalty: 1057.723022
	Iteration 11Q: 3 clusters Score -6685938 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -6686611.500000 Penalty: 1057.723022
	Iteration 12Q: 3 clusters Score -6686612 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6687180.000000 Penalty: 1057.723022
	Iteration 13Q: 3 clusters Score -6687180 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6687595.500000 Penalty: 1057.723022
	Iteration 14Q: 3 clusters Score -6687596 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6687976.000000 Penalty: 1057.723022
	Iteration 15Q: 3 clusters Score -6687976 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6688225.000000 Penalty: 1057.723022
	Iteration 16Q: 3 clusters Score -6688225 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6688432.000000 Penalty: 1057.723022
	Iteration 17Q: 3 clusters Score -6688432 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -6688581.000000 Penalty: 1057.723022
	Iteration 18Q: 3 clusters Score -6688581 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -6688736.000000 Penalty: 1057.723022
	Iteration 19Q: 3 clusters Score -6688736 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -6688830.000000 Penalty: 1057.723022
	Iteration 20F: 3 clusters Score -6688830 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -6688974.500000 Penalty: 1057.723022
	Iteration 21Q: 3 clusters Score -6688974 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -6689054.500000 Penalty: 1057.723022
	Iteration 22Q: 3 clusters Score -6689054 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -6689160.000000 Penalty: 1057.723022
	Iteration 23Q: 3 clusters Score -6689160 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -6689239.500000 Penalty: 1057.723022
	Iteration 24Q: 3 clusters Score -6689240 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -6689341.500000 Penalty: 1057.723022
	Iteration 25Q: 3 clusters Score -6689342 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -6689479.500000 Penalty: 1057.723022
	Iteration 26Q: 3 clusters Score -6689480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -6689533.000000 Penalty: 1057.723022
	Iteration 27Q: 3 clusters Score -6689533 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -6689649.000000 Penalty: 1057.723022
	Iteration 28Q: 3 clusters Score -6689649 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -6689776.000000 Penalty: 1057.723022
	Iteration 29Q: 3 clusters Score -6689776 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -6689873.000000 Penalty: 1057.723022
	Iteration 30Q: 3 clusters Score -6689873 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6689960.500000 Penalty: 1057.723022
	Iteration 31Q: 3 clusters Score -6689960 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -6690094.500000 Penalty: 1057.723022
	Iteration 32Q: 3 clusters Score -6690094 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6690236.000000 Penalty: 1057.723022
	Iteration 33Q: 3 clusters Score -6690236 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -6690381.500000 Penalty: 1057.723022
	Iteration 34Q: 3 clusters Score -6690382 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -6690536.500000 Penalty: 1057.723022
	Iteration 35Q: 3 clusters Score -6690536 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -6690717.000000 Penalty: 1057.723022
	Iteration 36Q: 3 clusters Score -6690717 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -6690898.500000 Penalty: 1057.723022
	Iteration 37Q: 3 clusters Score -6690898 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6691036.000000 Penalty: 1057.723022
	Iteration 38Q: 3 clusters Score -6691036 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6691240.000000 Penalty: 1057.723022
	Iteration 39Q: 3 clusters Score -6691240 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6691467.500000 Penalty: 1057.723022
	Iteration 40F: 3 clusters Score -6691468 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -6691601.500000 Penalty: 1057.723022
	Iteration 41Q: 3 clusters Score -6691602 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6691837.000000 Penalty: 1057.723022
	Iteration 42Q: 3 clusters Score -6691837 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -6692128.500000 Penalty: 1057.723022
	Iteration 43Q: 3 clusters Score -6692128 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6692456.500000 Penalty: 1057.723022
	Iteration 44Q: 3 clusters Score -6692456 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91443 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -6692789.000000 Penalty: 1057.723022
	Iteration 45Q: 3 clusters Score -6692789 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6693103.000000 Penalty: 1057.723022
	Iteration 46Q: 3 clusters Score -6693103 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -6693478.000000 Penalty: 1057.723022
	Iteration 47Q: 3 clusters Score -6693478 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -6693753.500000 Penalty: 1057.723022
	Iteration 48Q: 3 clusters Score -6693754 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6694130.500000 Penalty: 1057.723022
	Iteration 49Q: 3 clusters Score -6694130 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -6694468.000000 Penalty: 1057.723022
	Iteration 50Q: 3 clusters Score -6694468 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -6694800.000000 Penalty: 1057.723022
	Iteration 51Q: 3 clusters Score -6694800 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -6695155.000000 Penalty: 1057.723022
	Iteration 52Q: 3 clusters Score -6695155 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -6695454.000000 Penalty: 1057.723022
	Iteration 53Q: 3 clusters Score -6695454 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -6695688.500000 Penalty: 1057.723022
	Iteration 54Q: 3 clusters Score -6695688 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6695813.000000 Penalty: 1057.723022
	Iteration 55Q: 3 clusters Score -6695813 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6695839.000000 Penalty: 1057.723022
	Iteration 56Q: 3 clusters Score -6695839 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106948 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6695869.500000 Penalty: 1057.723022
	Iteration 57Q: 3 clusters Score -6695870 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107659 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -6695785.000000 Penalty: 1057.723022
	Iteration 58Q: 3 clusters Score -6695785 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6695731.500000 Penalty: 1057.723022
	Iteration 59Q: 3 clusters Score -6695732 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6695787.500000 Penalty: 1057.723022
	Iteration 60F: 3 clusters Score -6695788 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6695768.500000 Penalty: 1057.723022
	Iteration 61Q: 3 clusters Score -6695768 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6695699.500000 Penalty: 1057.723022
	Iteration 62Q: 3 clusters Score -6695700 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6695594.500000 Penalty: 1057.723022
	Iteration 63Q: 3 clusters Score -6695594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6695518.000000 Penalty: 1057.723022
	Iteration 64Q: 3 clusters Score -6695518 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6695443.500000 Penalty: 1057.723022
	Iteration 65Q: 3 clusters Score -6695444 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6695356.500000 Penalty: 1057.723022
	Iteration 66Q: 3 clusters Score -6695356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6695273.500000 Penalty: 1057.723022
	Iteration 67Q: 3 clusters Score -6695274 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6695239.500000 Penalty: 1057.723022
	Iteration 68Q: 3 clusters Score -6695240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6695197.500000 Penalty: 1057.723022
	Iteration 69Q: 3 clusters Score -6695198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6695171.000000 Penalty: 1057.723022
	Iteration 70Q: 3 clusters Score -6695171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111021 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6695129.000000 Penalty: 1057.723022
	Iteration 71Q: 3 clusters Score -6695129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6695109.000000 Penalty: 1057.723022
	Iteration 72Q: 3 clusters Score -6695109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6695103.500000 Penalty: 1057.723022
	Iteration 73Q: 3 clusters Score -6695104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6695080.500000 Penalty: 1057.723022
	Iteration 74Q: 3 clusters Score -6695080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6695065.000000 Penalty: 1057.723022
	Iteration 75Q: 3 clusters Score -6695065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6695070.000000 Penalty: 1057.723022
	Iteration 76Q: 3 clusters Score -6695070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6695052.500000 Penalty: 1057.723022
	Iteration 77Q: 3 clusters Score -6695052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6695048.000000 Penalty: 1057.723022
	Iteration 78Q: 3 clusters Score -6695048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6695043.000000 Penalty: 1057.723022
	Iteration 79Q: 3 clusters Score -6695043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6695037.000000 Penalty: 1057.723022
	Iteration 80F: 3 clusters Score -6695037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6695038.500000 Penalty: 1057.723022
	Iteration 81Q: 3 clusters Score -6695038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6695034.000000 Penalty: 1057.723022
	Iteration 82Q: 3 clusters Score -6695034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6695040.000000 Penalty: 1057.723022
	Iteration 83Q: 3 clusters Score -6695040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6695024.500000 Penalty: 1057.723022
	Iteration 84Q: 3 clusters Score -6695024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6695021.500000 Penalty: 1057.723022
	Iteration 85Q: 3 clusters Score -6695022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6695021.500000 Penalty: 1057.723022
	Iteration 86Q: 3 clusters Score -6695022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6695019.500000 Penalty: 1057.723022
	Iteration 87Q: 3 clusters Score -6695020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6695017.000000 Penalty: 1057.723022
	Iteration 88Q: 3 clusters Score -6695017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6695017.000000 Penalty: 1057.723022
	Iteration 89F: 3 clusters Score -6695017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 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 130 members 
Entering Unmasked Estep 
Score: -14568.258789 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14568.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14676.080078 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14676.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14743.583984 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14743.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14830.321289 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14830.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14874.798828 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14901.083984 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14901.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14908.511719 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14908.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14912.186523 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14912.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14916.596680 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14919.616211 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14919.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14920.285156 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14920.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14921.910156 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14921.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14922.828125 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -14922.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14922.828125 Penalty: 506.371338
	Iteration 13F: 3 clusters Score -14922.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 139 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201676.000000 Penalty: 45943.109375
Splitting cluster 9 changes total score from -58202300.000000 to -58201676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -434464.593750 Penalty: 405.841217
	Iteration 0F: 2 clusters Score -434464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -429473.156250 Penalty: 811.682434
	Iteration 0F: 3 clusters Score -429473.2 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -431540.437500 Penalty: 811.682434
	Iteration 1F: 3 clusters Score -431540.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -431878.250000 Penalty: 811.682434
	Iteration 2F: 3 clusters Score -431878.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -432363.875000 Penalty: 811.682434
	Iteration 3F: 3 clusters Score -432363.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -432948.875000 Penalty: 811.682434
	Iteration 4F: 3 clusters Score -432948.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -433403.093750 Penalty: 811.682434
	Iteration 5F: 3 clusters Score -433403.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -433675.406250 Penalty: 811.682434
	Iteration 6Q: 3 clusters Score -433675.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -433815.937500 Penalty: 811.682434
	Iteration 7Q: 3 clusters Score -433815.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -433904.937500 Penalty: 811.682434
	Iteration 8Q: 3 clusters Score -433904.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -433981.218750 Penalty: 811.682434
	Iteration 9Q: 3 clusters Score -433981.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -434013.781250 Penalty: 811.682434
	Iteration 10Q: 3 clusters Score -434013.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -434034.750000 Penalty: 811.682434
	Iteration 11Q: 3 clusters Score -434034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -434051.562500 Penalty: 811.682434
	Iteration 12Q: 3 clusters Score -434051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -434060.781250 Penalty: 811.682434
	Iteration 13Q: 3 clusters Score -434060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -434072.156250 Penalty: 811.682434
	Iteration 14Q: 3 clusters Score -434072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -434077.062500 Penalty: 811.682434
	Iteration 15Q: 3 clusters Score -434077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -434079.781250 Penalty: 811.682434
	Iteration 16Q: 3 clusters Score -434079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -434083.593750 Penalty: 811.682434
	Iteration 17Q: 3 clusters Score -434083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -434087.125000 Penalty: 811.682434
	Iteration 18Q: 3 clusters Score -434087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -434090.968750 Penalty: 811.682434
	Iteration 19Q: 3 clusters Score -434091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -434095.562500 Penalty: 811.682434
	Iteration 20F: 3 clusters Score -434095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -434098.968750 Penalty: 811.682434
	Iteration 21Q: 3 clusters Score -434099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -434101.437500 Penalty: 811.682434
	Iteration 22Q: 3 clusters Score -434101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -434102.000000 Penalty: 811.682434
	Iteration 23Q: 3 clusters Score -434102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -434102.781250 Penalty: 811.682434
	Iteration 24Q: 3 clusters Score -434102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -434102.875000 Penalty: 811.682434
	Iteration 25Q: 3 clusters Score -434102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -434102.875000 Penalty: 811.682434
	Iteration 26F: 3 clusters Score -434102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -3677143.250000 Penalty: 500.412445
	Iteration 0F: 2 clusters Score -3677143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3636753.750000 Penalty: 1000.824890
	Iteration 0F: 3 clusters Score -3636754 nChanged 29198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -3654774.500000 Penalty: 1000.824890
	Iteration 1F: 3 clusters Score -3654774 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -3657034.250000 Penalty: 1000.824890
	Iteration 2F: 3 clusters Score -3657034 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -3660946.250000 Penalty: 1000.824890
	Iteration 3F: 3 clusters Score -3660946 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -3666203.500000 Penalty: 1000.824890
	Iteration 4F: 3 clusters Score -3666204 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -3671171.250000 Penalty: 1000.824890
	Iteration 5F: 3 clusters Score -3671171 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -3674316.250000 Penalty: 1000.824890
	Iteration 6F: 3 clusters Score -3674316 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -3675784.000000 Penalty: 1000.824890
	Iteration 7Q: 3 clusters Score -3675784 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -3676367.500000 Penalty: 1000.824890
	Iteration 8Q: 3 clusters Score -3676368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -3676547.500000 Penalty: 1000.824890
	Iteration 9Q: 3 clusters Score -3676548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -3676616.000000 Penalty: 1000.824890
	Iteration 10Q: 3 clusters Score -3676616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -3676658.750000 Penalty: 1000.824890
	Iteration 11Q: 3 clusters Score -3676659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -3676684.500000 Penalty: 1000.824890
	Iteration 12Q: 3 clusters Score -3676684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -3676702.250000 Penalty: 1000.824890
	Iteration 13Q: 3 clusters Score -3676702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -3676709.000000 Penalty: 1000.824890
	Iteration 14Q: 3 clusters Score -3676709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -3676724.500000 Penalty: 1000.824890
	Iteration 15Q: 3 clusters Score -3676724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -3676727.750000 Penalty: 1000.824890
	Iteration 16Q: 3 clusters Score -3676728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -3676729.500000 Penalty: 1000.824890
	Iteration 17Q: 3 clusters Score -3676730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -3676730.500000 Penalty: 1000.824890
	Iteration 18Q: 3 clusters Score -3676730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -3676729.250000 Penalty: 1000.824890
	Iteration 19Q: 3 clusters Score -3676729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -3676732.500000 Penalty: 1000.824890
	Iteration 20F: 3 clusters Score -3676732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -3676733.500000 Penalty: 1000.824890
	Iteration 21Q: 3 clusters Score -3676734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -3676733.500000 Penalty: 1000.824890
	Iteration 22F: 3 clusters Score -3676734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -81698.781250 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -81698.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80680.539062 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -80680.54 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81060.585938 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -81060.59 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81274.953125 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -81274.95 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81476.703125 Penalty: 653.939148
	Iteration 3F: 3 clusters Score -81476.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81598.273438 Penalty: 653.939148
	Iteration 4F: 3 clusters Score -81598.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81650.757812 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -81650.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -81677.554688 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -81677.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -81689.226562 Penalty: 653.939148
	Iteration 7Q: 3 clusters Score -81689.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -81701.578125 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -81701.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -81718.015625 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -81718.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -81730.617188 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -81730.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -81738.625000 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -81738.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -81744.921875 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -81744.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -81751.578125 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -81751.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -81758.804688 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -81758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81763.250000 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -81763.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81764.710938 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -81764.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -81767.195312 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -81767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -81771.203125 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -81771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -81775.468750 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -81775.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81782.570312 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -81782.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81792.609375 Penalty: 653.939148
	Iteration 21Q: 3 clusters Score -81792.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81802.695312 Penalty: 653.939148
	Iteration 22Q: 3 clusters Score -81802.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81812.070312 Penalty: 653.939148
	Iteration 23Q: 3 clusters Score -81812.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81823.109375 Penalty: 653.939148
	Iteration 24Q: 3 clusters Score -81823.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81831.101562 Penalty: 653.939148
	Iteration 25Q: 3 clusters Score -81831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -81833.882812 Penalty: 653.939148
	Iteration 26Q: 3 clusters Score -81833.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -81837.242188 Penalty: 653.939148
	Iteration 27Q: 3 clusters Score -81837.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -81840.578125 Penalty: 653.939148
	Iteration 28Q: 3 clusters Score -81840.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81843.429688 Penalty: 653.939148
	Iteration 29Q: 3 clusters Score -81843.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81844.218750 Penalty: 653.939148
	Iteration 30Q: 3 clusters Score -81844.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -81844.937500 Penalty: 653.939148
	Iteration 31Q: 3 clusters Score -81844.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81845.296875 Penalty: 653.939148
	Iteration 32Q: 3 clusters Score -81845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81845.296875 Penalty: 653.939148
	Iteration 33F: 3 clusters Score -81845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201964.000000 Penalty: 45943.109375
Splitting cluster 12 changes total score from -58202300.000000 to -58201964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -61935.082031 Penalty: 316.954102
	Iteration 0F: 2 clusters Score -61935.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61097.210938 Penalty: 633.908203
	Iteration 0F: 3 clusters Score -61097.21 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61407.367188 Penalty: 633.908203
	Iteration 1F: 3 clusters Score -61407.37 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61518.203125 Penalty: 633.908203
	Iteration 2F: 3 clusters Score -61518.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61603.027344 Penalty: 633.908203
	Iteration 3F: 3 clusters Score -61603.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61655.164062 Penalty: 633.908203
	Iteration 4Q: 3 clusters Score -61655.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61694.082031 Penalty: 633.908203
	Iteration 5Q: 3 clusters Score -61694.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61722.511719 Penalty: 633.908203
	Iteration 6Q: 3 clusters Score -61722.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61744.253906 Penalty: 633.908203
	Iteration 7Q: 3 clusters Score -61744.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61752.402344 Penalty: 633.908203
	Iteration 8Q: 3 clusters Score -61752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61757.062500 Penalty: 633.908203
	Iteration 9Q: 3 clusters Score -61757.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61764.097656 Penalty: 633.908203
	Iteration 10Q: 3 clusters Score -61764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61766.382812 Penalty: 633.908203
	Iteration 11Q: 3 clusters Score -61766.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61770.218750 Penalty: 633.908203
	Iteration 12Q: 3 clusters Score -61770.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61770.582031 Penalty: 633.908203
	Iteration 13Q: 3 clusters Score -61770.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61770.765625 Penalty: 633.908203
	Iteration 14Q: 3 clusters Score -61770.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61770.765625 Penalty: 633.908203
	Iteration 15F: 3 clusters Score -61770.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 332 members 
Entering Unmasked Estep 
Score: -37621.480469 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37621.48 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37759.929688 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37759.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37790.539062 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37790.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37806.582031 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37806.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37810.789062 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37810.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37816.738281 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37816.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37821.648438 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37821.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37824.136719 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37824.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37824.406250 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37824.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37824.726562 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37824.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37827.199219 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37828.648438 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37828.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37829.425781 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37829.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37829.425781 Penalty: 590.931580
	Iteration 13F: 3 clusters Score -37829.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -16902.015625 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -16902.02 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 131 members 
Entering Unmasked Estep 
Score: -16561.001953 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -16561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16682.013672 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -16682.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16730.273438 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -16730.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16759.960938 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -16759.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16788.255859 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -16788.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16808.062500 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -16808.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16817.664062 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -16817.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16822.994141 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -16822.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16825.839844 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -16825.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16832.005859 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -16832.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16838.189453 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -16838.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16842.605469 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -16842.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16854.140625 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -16854.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16866.146484 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -16866.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16878.330078 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -16878.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16890.646484 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -16890.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16891.990234 Penalty: 514.695251
	Iteration 16Q: 3 clusters Score -16891.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16892.525391 Penalty: 514.695251
	Iteration 17Q: 3 clusters Score -16892.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16893.062500 Penalty: 514.695251
	Iteration 18F: 3 clusters Score -16893.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16895.818359 Penalty: 514.695251
	Iteration 19Q: 3 clusters Score -16895.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16901.697266 Penalty: 514.695251
	Iteration 20F: 3 clusters Score -16901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Entering Unmasked Estep 
Score: -7650268.500000 Penalty: 535.134583
	Iteration 0F: 2 clusters Score -7650268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -7567828.000000 Penalty: 1070.269165
	Iteration 0F: 3 clusters Score -7567828 nChanged 62923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7607184.000000 Penalty: 1070.269165
	Iteration 1F: 3 clusters Score -7607184 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -7609535.500000 Penalty: 1070.269165
	Iteration 2Q: 3 clusters Score -7609536 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -7613706.000000 Penalty: 1070.269165
	Iteration 3F: 3 clusters Score -7613706 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -7620778.500000 Penalty: 1070.269165
	Iteration 4F: 3 clusters Score -7620778 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7630402.500000 Penalty: 1070.269165
	Iteration 5F: 3 clusters Score -7630402 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -7639233.500000 Penalty: 1070.269165
	Iteration 6F: 3 clusters Score -7639234 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -7644844.000000 Penalty: 1070.269165
	Iteration 7F: 3 clusters Score -7644844 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7647619.000000 Penalty: 1070.269165
	Iteration 8Q: 3 clusters Score -7647619 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7648702.500000 Penalty: 1070.269165
	Iteration 9Q: 3 clusters Score -7648702 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127168 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7649278.500000 Penalty: 1070.269165
	Iteration 10Q: 3 clusters Score -7649278 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7649532.000000 Penalty: 1070.269165
	Iteration 11Q: 3 clusters Score -7649532 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7649672.500000 Penalty: 1070.269165
	Iteration 12Q: 3 clusters Score -7649672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7649716.000000 Penalty: 1070.269165
	Iteration 13Q: 3 clusters Score -7649716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7649752.000000 Penalty: 1070.269165
	Iteration 14Q: 3 clusters Score -7649752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7649771.000000 Penalty: 1070.269165
	Iteration 15Q: 3 clusters Score -7649771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7649777.500000 Penalty: 1070.269165
	Iteration 16Q: 3 clusters Score -7649778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7649784.000000 Penalty: 1070.269165
	Iteration 17Q: 3 clusters Score -7649784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7649790.000000 Penalty: 1070.269165
	Iteration 18Q: 3 clusters Score -7649790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7649792.500000 Penalty: 1070.269165
	Iteration 19Q: 3 clusters Score -7649792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7649793.000000 Penalty: 1070.269165
	Iteration 20F: 3 clusters Score -7649793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7649795.000000 Penalty: 1070.269165
	Iteration 21Q: 3 clusters Score -7649795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7649802.500000 Penalty: 1070.269165
	Iteration 22Q: 3 clusters Score -7649802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7649802.000000 Penalty: 1070.269165
	Iteration 23Q: 3 clusters Score -7649802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7649798.000000 Penalty: 1070.269165
	Iteration 24Q: 3 clusters Score -7649798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128031 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7649803.000000 Penalty: 1070.269165
	Iteration 25Q: 3 clusters Score -7649803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128035 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7649808.500000 Penalty: 1070.269165
	Iteration 26Q: 3 clusters Score -7649808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7649809.500000 Penalty: 1070.269165
	Iteration 27Q: 3 clusters Score -7649810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7649807.000000 Penalty: 1070.269165
	Iteration 28Q: 3 clusters Score -7649807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7649805.000000 Penalty: 1070.269165
	Iteration 29Q: 3 clusters Score -7649805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128042 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7649810.000000 Penalty: 1070.269165
	Iteration 30Q: 3 clusters Score -7649810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7649814.000000 Penalty: 1070.269165
	Iteration 31Q: 3 clusters Score -7649814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7649814.000000 Penalty: 1070.269165
	Iteration 32F: 3 clusters Score -7649814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Entering Unmasked Estep 
Score: -7746754.000000 Penalty: 536.369568
	Iteration 0F: 2 clusters Score -7746754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -7658663.000000 Penalty: 1072.739136
	Iteration 0F: 3 clusters Score -7658663 nChanged 64591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -7702772.000000 Penalty: 1072.739136
	Iteration 1F: 3 clusters Score -7702772 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -7709119.000000 Penalty: 1072.739136
	Iteration 2F: 3 clusters Score -7709119 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -7717706.000000 Penalty: 1072.739136
	Iteration 3F: 3 clusters Score -7717706 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7726925.500000 Penalty: 1072.739136
	Iteration 4F: 3 clusters Score -7726926 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7733633.500000 Penalty: 1072.739136
	Iteration 5F: 3 clusters Score -7733634 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -7736694.500000 Penalty: 1072.739136
	Iteration 6Q: 3 clusters Score -7736694 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7738169.500000 Penalty: 1072.739136
	Iteration 7Q: 3 clusters Score -7738170 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7739302.500000 Penalty: 1072.739136
	Iteration 8Q: 3 clusters Score -7739302 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105228 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -7740232.000000 Penalty: 1072.739136
	Iteration 9Q: 3 clusters Score -7740232 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -7740924.000000 Penalty: 1072.739136
	Iteration 10Q: 3 clusters Score -7740924 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -7741613.000000 Penalty: 1072.739136
	Iteration 11Q: 3 clusters Score -7741613 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7742208.500000 Penalty: 1072.739136
	Iteration 12Q: 3 clusters Score -7742208 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7742622.500000 Penalty: 1072.739136
	Iteration 13Q: 3 clusters Score -7742622 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -7742982.000000 Penalty: 1072.739136
	Iteration 14Q: 3 clusters Score -7742982 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -7743342.500000 Penalty: 1072.739136
	Iteration 15Q: 3 clusters Score -7743342 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -7743627.500000 Penalty: 1072.739136
	Iteration 16Q: 3 clusters Score -7743628 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -7743958.000000 Penalty: 1072.739136
	Iteration 17Q: 3 clusters Score -7743958 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -7744289.500000 Penalty: 1072.739136
	Iteration 18Q: 3 clusters Score -7744290 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -7744578.000000 Penalty: 1072.739136
	Iteration 19Q: 3 clusters Score -7744578 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -7744905.500000 Penalty: 1072.739136
	Iteration 20F: 3 clusters Score -7744906 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -7745182.000000 Penalty: 1072.739136
	Iteration 21Q: 3 clusters Score -7745182 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -7745411.500000 Penalty: 1072.739136
	Iteration 22Q: 3 clusters Score -7745412 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125560 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -7745663.000000 Penalty: 1072.739136
	Iteration 23Q: 3 clusters Score -7745663 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126417 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -7745861.500000 Penalty: 1072.739136
	Iteration 24Q: 3 clusters Score -7745862 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7746024.000000 Penalty: 1072.739136
	Iteration 25Q: 3 clusters Score -7746024 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7746151.000000 Penalty: 1072.739136
	Iteration 26Q: 3 clusters Score -7746151 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7746290.000000 Penalty: 1072.739136
	Iteration 27Q: 3 clusters Score -7746290 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7746406.000000 Penalty: 1072.739136
	Iteration 28Q: 3 clusters Score -7746406 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129273 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7746492.500000 Penalty: 1072.739136
	Iteration 29Q: 3 clusters Score -7746492 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7746560.500000 Penalty: 1072.739136
	Iteration 30Q: 3 clusters Score -7746560 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7746626.000000 Penalty: 1072.739136
	Iteration 31Q: 3 clusters Score -7746626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7746661.000000 Penalty: 1072.739136
	Iteration 32Q: 3 clusters Score -7746661 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7746678.000000 Penalty: 1072.739136
	Iteration 33Q: 3 clusters Score -7746678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7746707.500000 Penalty: 1072.739136
	Iteration 34Q: 3 clusters Score -7746708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7746709.500000 Penalty: 1072.739136
	Iteration 35Q: 3 clusters Score -7746710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7746717.000000 Penalty: 1072.739136
	Iteration 36Q: 3 clusters Score -7746717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130685 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7746735.000000 Penalty: 1072.739136
	Iteration 37Q: 3 clusters Score -7746735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130746 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7746723.500000 Penalty: 1072.739136
	Iteration 38Q: 3 clusters Score -7746724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130791 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7746734.500000 Penalty: 1072.739136
	Iteration 39Q: 3 clusters Score -7746734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7746740.000000 Penalty: 1072.739136
	Iteration 40F: 3 clusters Score -7746740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7746737.500000 Penalty: 1072.739136
	Iteration 41Q: 3 clusters Score -7746738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7746733.500000 Penalty: 1072.739136
	Iteration 42Q: 3 clusters Score -7746734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7746736.500000 Penalty: 1072.739136
	Iteration 43Q: 3 clusters Score -7746736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7746724.500000 Penalty: 1072.739136
	Iteration 44Q: 3 clusters Score -7746724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7746730.000000 Penalty: 1072.739136
	Iteration 45Q: 3 clusters Score -7746730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7746725.000000 Penalty: 1072.739136
	Iteration 46Q: 3 clusters Score -7746725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7746725.000000 Penalty: 1072.739136
	Iteration 47Q: 3 clusters Score -7746725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7746716.000000 Penalty: 1072.739136
	Iteration 48Q: 3 clusters Score -7746716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7746714.500000 Penalty: 1072.739136
	Iteration 49Q: 3 clusters Score -7746714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7746711.000000 Penalty: 1072.739136
	Iteration 50Q: 3 clusters Score -7746711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7746715.000000 Penalty: 1072.739136
	Iteration 51Q: 3 clusters Score -7746715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7746712.000000 Penalty: 1072.739136
	Iteration 52Q: 3 clusters Score -7746712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7746711.000000 Penalty: 1072.739136
	Iteration 53Q: 3 clusters Score -7746711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7746717.000000 Penalty: 1072.739136
	Iteration 54Q: 3 clusters Score -7746717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130958 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7746714.500000 Penalty: 1072.739136
	Iteration 55Q: 3 clusters Score -7746714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7746718.000000 Penalty: 1072.739136
	Iteration 56Q: 3 clusters Score -7746718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130964 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7746714.500000 Penalty: 1072.739136
	Iteration 57Q: 3 clusters Score -7746714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7746717.000000 Penalty: 1072.739136
	Iteration 58Q: 3 clusters Score -7746717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7746717.000000 Penalty: 1072.739136
	Iteration 59F: 3 clusters Score -7746717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Entering Unmasked Estep 
Score: -7470059.000000 Penalty: 533.594849
	Iteration 0F: 2 clusters Score -7470059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -7387732.500000 Penalty: 1067.189697
	Iteration 0F: 3 clusters Score -7387732 nChanged 60896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -7425692.000000 Penalty: 1067.189697
	Iteration 1F: 3 clusters Score -7425692 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -7428434.000000 Penalty: 1067.189697
	Iteration 2Q: 3 clusters Score -7428434 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -7433606.500000 Penalty: 1067.189697
	Iteration 3F: 3 clusters Score -7433606 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -7442184.000000 Penalty: 1067.189697
	Iteration 4F: 3 clusters Score -7442184 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -7452125.000000 Penalty: 1067.189697
	Iteration 5F: 3 clusters Score -7452125 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -7459809.000000 Penalty: 1067.189697
	Iteration 6F: 3 clusters Score -7459809 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -7464019.500000 Penalty: 1067.189697
	Iteration 7Q: 3 clusters Score -7464020 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -7465989.500000 Penalty: 1067.189697
	Iteration 8Q: 3 clusters Score -7465990 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -7467053.000000 Penalty: 1067.189697
	Iteration 9Q: 3 clusters Score -7467053 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -7467762.000000 Penalty: 1067.189697
	Iteration 10Q: 3 clusters Score -7467762 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 120316 members 
Entering Unmasked Estep 
Score: -7468272.500000 Penalty: 1067.189697
	Iteration 11Q: 3 clusters Score -7468272 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -7468615.000000 Penalty: 1067.189697
	Iteration 12Q: 3 clusters Score -7468615 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -7468875.500000 Penalty: 1067.189697
	Iteration 13Q: 3 clusters Score -7468876 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -7469063.500000 Penalty: 1067.189697
	Iteration 14Q: 3 clusters Score -7469064 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -7469209.000000 Penalty: 1067.189697
	Iteration 15Q: 3 clusters Score -7469209 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -7469307.000000 Penalty: 1067.189697
	Iteration 16Q: 3 clusters Score -7469307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -7469394.000000 Penalty: 1067.189697
	Iteration 17Q: 3 clusters Score -7469394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -7469445.500000 Penalty: 1067.189697
	Iteration 18Q: 3 clusters Score -7469446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
Score: -7469497.500000 Penalty: 1067.189697
	Iteration 19Q: 3 clusters Score -7469498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -7469516.000000 Penalty: 1067.189697
	Iteration 20F: 3 clusters Score -7469516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -7469531.500000 Penalty: 1067.189697
	Iteration 21Q: 3 clusters Score -7469532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -7469545.000000 Penalty: 1067.189697
	Iteration 22Q: 3 clusters Score -7469545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -7469559.000000 Penalty: 1067.189697
	Iteration 23Q: 3 clusters Score -7469559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -7469567.000000 Penalty: 1067.189697
	Iteration 24Q: 3 clusters Score -7469567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123726 members 
Entering Unmasked Estep 
Score: -7469579.000000 Penalty: 1067.189697
	Iteration 25Q: 3 clusters Score -7469579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -7469579.000000 Penalty: 1067.189697
	Iteration 26Q: 3 clusters Score -7469579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -7469587.000000 Penalty: 1067.189697
	Iteration 27Q: 3 clusters Score -7469587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -7469592.000000 Penalty: 1067.189697
	Iteration 28Q: 3 clusters Score -7469592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -7469592.500000 Penalty: 1067.189697
	Iteration 29Q: 3 clusters Score -7469592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -7469592.000000 Penalty: 1067.189697
	Iteration 30Q: 3 clusters Score -7469592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -7469592.000000 Penalty: 1067.189697
	Iteration 31Q: 3 clusters Score -7469592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123759 members 
Entering Unmasked Estep 
Score: -7469596.000000 Penalty: 1067.189697
	Iteration 32Q: 3 clusters Score -7469596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123767 members 
Entering Unmasked Estep 
Score: -7469606.500000 Penalty: 1067.189697
	Iteration 33Q: 3 clusters Score -7469606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123769 members 
Entering Unmasked Estep 
Score: -7469612.000000 Penalty: 1067.189697
	Iteration 34Q: 3 clusters Score -7469612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123769 members 
Entering Unmasked Estep 
Score: -7469613.500000 Penalty: 1067.189697
	Iteration 35Q: 3 clusters Score -7469614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7469618.500000 Penalty: 1067.189697
	Iteration 36Q: 3 clusters Score -7469618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7469618.500000 Penalty: 1067.189697
	Iteration 37F: 3 clusters Score -7469618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -223497.765625 Penalty: 374.720947
	Iteration 0F: 2 clusters Score -223497.8 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 1896 members 
Entering Unmasked Estep 
Score: -220961.968750 Penalty: 749.441895
	Iteration 0F: 3 clusters Score -220962 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -222043.703125 Penalty: 749.441895
	Iteration 1F: 3 clusters Score -222043.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -222325.390625 Penalty: 749.441895
	Iteration 2F: 3 clusters Score -222325.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -222574.078125 Penalty: 749.441895
	Iteration 3F: 3 clusters Score -222574.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -222768.234375 Penalty: 749.441895
	Iteration 4F: 3 clusters Score -222768.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -222913.218750 Penalty: 749.441895
	Iteration 5F: 3 clusters Score -222913.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -222992.265625 Penalty: 749.441895
	Iteration 6Q: 3 clusters Score -222992.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -223043.984375 Penalty: 749.441895
	Iteration 7Q: 3 clusters Score -223044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -223111.828125 Penalty: 749.441895
	Iteration 8Q: 3 clusters Score -223111.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -223181.046875 Penalty: 749.441895
	Iteration 9Q: 3 clusters Score -223181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -223251.953125 Penalty: 749.441895
	Iteration 10Q: 3 clusters Score -223252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -223297.531250 Penalty: 749.441895
	Iteration 11Q: 3 clusters Score -223297.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -223317.734375 Penalty: 749.441895
	Iteration 12Q: 3 clusters Score -223317.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -223330.218750 Penalty: 749.441895
	Iteration 13Q: 3 clusters Score -223330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -223336.921875 Penalty: 749.441895
	Iteration 14Q: 3 clusters Score -223336.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -223340.562500 Penalty: 749.441895
	Iteration 15Q: 3 clusters Score -223340.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -223343.390625 Penalty: 749.441895
	Iteration 16Q: 3 clusters Score -223343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -223345.906250 Penalty: 749.441895
	Iteration 17Q: 3 clusters Score -223345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -223348.265625 Penalty: 749.441895
	Iteration 18Q: 3 clusters Score -223348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -223349.171875 Penalty: 749.441895
	Iteration 19Q: 3 clusters Score -223349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -223349.937500 Penalty: 749.441895
	Iteration 20F: 3 clusters Score -223349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -223350.375000 Penalty: 749.441895
	Iteration 21Q: 3 clusters Score -223350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -223350.796875 Penalty: 749.441895
	Iteration 22Q: 3 clusters Score -223350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -223351.093750 Penalty: 749.441895
	Iteration 23Q: 3 clusters Score -223351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -223351.093750 Penalty: 749.441895
	Iteration 24F: 3 clusters Score -223351.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -550262.562500 Penalty: 414.844299
	Iteration 0F: 2 clusters Score -550262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -544186.750000 Penalty: 829.688599
	Iteration 0F: 3 clusters Score -544186.8 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -546456.437500 Penalty: 829.688599
	Iteration 1F: 3 clusters Score -546456.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -546647.500000 Penalty: 829.688599
	Iteration 2F: 3 clusters Score -546647.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -546833.375000 Penalty: 829.688599
	Iteration 3Q: 3 clusters Score -546833.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -547108.687500 Penalty: 829.688599
	Iteration 4F: 3 clusters Score -547108.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -547539.312500 Penalty: 829.688599
	Iteration 5F: 3 clusters Score -547539.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -548055.375000 Penalty: 829.688599
	Iteration 6F: 3 clusters Score -548055.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -548562.500000 Penalty: 829.688599
	Iteration 7F: 3 clusters Score -548562.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -549006.500000 Penalty: 829.688599
	Iteration 8F: 3 clusters Score -549006.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -549332.625000 Penalty: 829.688599
	Iteration 9Q: 3 clusters Score -549332.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -549566.500000 Penalty: 829.688599
	Iteration 10Q: 3 clusters Score -549566.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -549707.375000 Penalty: 829.688599
	Iteration 11Q: 3 clusters Score -549707.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -549782.500000 Penalty: 829.688599
	Iteration 12Q: 3 clusters Score -549782.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -549826.000000 Penalty: 829.688599
	Iteration 13Q: 3 clusters Score -549826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -549852.312500 Penalty: 829.688599
	Iteration 14Q: 3 clusters Score -549852.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -549877.250000 Penalty: 829.688599
	Iteration 15Q: 3 clusters Score -549877.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -549885.437500 Penalty: 829.688599
	Iteration 16Q: 3 clusters Score -549885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -549891.375000 Penalty: 829.688599
	Iteration 17Q: 3 clusters Score -549891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -549895.937500 Penalty: 829.688599
	Iteration 18Q: 3 clusters Score -549895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -549900.062500 Penalty: 829.688599
	Iteration 19Q: 3 clusters Score -549900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -549901.062500 Penalty: 829.688599
	Iteration 20F: 3 clusters Score -549901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -549901.500000 Penalty: 829.688599
	Iteration 21Q: 3 clusters Score -549901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -549901.875000 Penalty: 829.688599
	Iteration 22Q: 3 clusters Score -549901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -549902.937500 Penalty: 829.688599
	Iteration 23Q: 3 clusters Score -549902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -549903.187500 Penalty: 829.688599
	Iteration 24Q: 3 clusters Score -549903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -549903.625000 Penalty: 829.688599
	Iteration 25Q: 3 clusters Score -549903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -549904.500000 Penalty: 829.688599
	Iteration 26Q: 3 clusters Score -549904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -549904.875000 Penalty: 829.688599
	Iteration 27Q: 3 clusters Score -549904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -549904.750000 Penalty: 829.688599
	Iteration 28Q: 3 clusters Score -549904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -549904.750000 Penalty: 829.688599
	Iteration 29F: 3 clusters Score -549904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -13772.852539 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -13772.85 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 137 members 
Entering Unmasked Estep 
Score: -13426.398438 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -13426.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13527.617188 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -13527.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13577.752930 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -13577.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13607.890625 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -13607.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13633.278320 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -13633.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13645.423828 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -13645.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13658.296875 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -13658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13662.257812 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -13662.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13664.014648 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -13664.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13664.518555 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -13664.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13665.238281 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -13665.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13665.238281 Penalty: 516.584595
	Iteration 11F: 3 clusters Score -13665.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -43715.636719 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -43715.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43071.433594 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -43071.43 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43289.199219 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -43289.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43425.550781 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -43425.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43678.617188 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -43678.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -43788.921875 Penalty: 605.410522
	Iteration 4F: 3 clusters Score -43788.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -43915.398438 Penalty: 605.410522
	Iteration 5F: 3 clusters Score -43915.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44032.531250 Penalty: 605.410522
	Iteration 6F: 3 clusters Score -44032.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -44066.511719 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -44066.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -44072.671875 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -44072.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -44074.230469 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -44074.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -44076.273438 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -44076.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -44076.804688 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -44076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44077.414062 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -44077.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -44079.632812 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -44079.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -44080.085938 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -44080.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44081.781250 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -44081.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44087.804688 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -44087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44093.109375 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -44093.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44094.925781 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -44094.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44095.531250 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -44095.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44095.531250 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -44095.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 644 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58202084.000000 Penalty: 45943.109375
Splitting cluster 22 changes total score from -58202300.000000 to -58202084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -53305.945312 Penalty: 311.098633
	Iteration 0F: 2 clusters Score -53305.95 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 460 members 
Entering Unmasked Estep 
Score: -52537.101562 Penalty: 622.197266
	Iteration 0F: 3 clusters Score -52537.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52772.617188 Penalty: 622.197266
	Iteration 1F: 3 clusters Score -52772.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52823.050781 Penalty: 622.197266
	Iteration 2F: 3 clusters Score -52823.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52848.812500 Penalty: 622.197266
	Iteration 3Q: 3 clusters Score -52848.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52875.691406 Penalty: 622.197266
	Iteration 4Q: 3 clusters Score -52875.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52899.484375 Penalty: 622.197266
	Iteration 5Q: 3 clusters Score -52899.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52917.734375 Penalty: 622.197266
	Iteration 6Q: 3 clusters Score -52917.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52930.488281 Penalty: 622.197266
	Iteration 7Q: 3 clusters Score -52930.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52938.410156 Penalty: 622.197266
	Iteration 8Q: 3 clusters Score -52938.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52946.660156 Penalty: 622.197266
	Iteration 9Q: 3 clusters Score -52946.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52957.750000 Penalty: 622.197266
	Iteration 10Q: 3 clusters Score -52957.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52966.562500 Penalty: 622.197266
	Iteration 11Q: 3 clusters Score -52966.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52970.226562 Penalty: 622.197266
	Iteration 12Q: 3 clusters Score -52970.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52972.554688 Penalty: 622.197266
	Iteration 13Q: 3 clusters Score -52972.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52976.890625 Penalty: 622.197266
	Iteration 14Q: 3 clusters Score -52976.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52988.699219 Penalty: 622.197266
	Iteration 15Q: 3 clusters Score -52988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53002.941406 Penalty: 622.197266
	Iteration 16Q: 3 clusters Score -53002.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53017.757812 Penalty: 622.197266
	Iteration 17Q: 3 clusters Score -53017.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53033.289062 Penalty: 622.197266
	Iteration 18Q: 3 clusters Score -53033.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -53050.824219 Penalty: 622.197266
	Iteration 19Q: 3 clusters Score -53050.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53067.613281 Penalty: 622.197266
	Iteration 20F: 3 clusters Score -53067.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53073.875000 Penalty: 622.197266
	Iteration 21Q: 3 clusters Score -53073.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53077.710938 Penalty: 622.197266
	Iteration 22Q: 3 clusters Score -53077.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53082.753906 Penalty: 622.197266
	Iteration 23Q: 3 clusters Score -53082.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53086.468750 Penalty: 622.197266
	Iteration 24Q: 3 clusters Score -53086.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53091.285156 Penalty: 622.197266
	Iteration 25Q: 3 clusters Score -53091.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53094.976562 Penalty: 622.197266
	Iteration 26Q: 3 clusters Score -53094.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53096.984375 Penalty: 622.197266
	Iteration 27Q: 3 clusters Score -53096.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53100.582031 Penalty: 622.197266
	Iteration 28Q: 3 clusters Score -53100.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53102.453125 Penalty: 622.197266
	Iteration 29Q: 3 clusters Score -53102.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53105.023438 Penalty: 622.197266
	Iteration 30Q: 3 clusters Score -53105.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53107.796875 Penalty: 622.197266
	Iteration 31Q: 3 clusters Score -53107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53108.656250 Penalty: 622.197266
	Iteration 32Q: 3 clusters Score -53108.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53108.656250 Penalty: 622.197266
	Iteration 33F: 3 clusters Score -53108.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -65733.140625 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -65733.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -64877.335938 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -64877.34 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -65190.593750 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -65190.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -65266.265625 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -65266.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -65329.707031 Penalty: 636.280762
	Iteration 3F: 3 clusters Score -65329.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -65394.058594 Penalty: 636.280762
	Iteration 4F: 3 clusters Score -65394.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65441.132812 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -65441.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65476.351562 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -65476.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -65498.324219 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -65498.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -65516.003906 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -65516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65529.894531 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -65529.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65539.492188 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -65539.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65551.851562 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -65551.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65560.625000 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -65560.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65572.843750 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -65572.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65587.507812 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -65587.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65596.796875 Penalty: 636.280762
	Iteration 15Q: 3 clusters Score -65596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65614.031250 Penalty: 636.280762
	Iteration 16Q: 3 clusters Score -65614.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65627.218750 Penalty: 636.280762
	Iteration 17Q: 3 clusters Score -65627.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65642.031250 Penalty: 636.280762
	Iteration 18Q: 3 clusters Score -65642.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65651.171875 Penalty: 636.280762
	Iteration 19Q: 3 clusters Score -65651.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65656.273438 Penalty: 636.280762
	Iteration 20F: 3 clusters Score -65656.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65657.968750 Penalty: 636.280762
	Iteration 21Q: 3 clusters Score -65657.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65661.343750 Penalty: 636.280762
	Iteration 22Q: 3 clusters Score -65661.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65665.593750 Penalty: 636.280762
	Iteration 23Q: 3 clusters Score -65665.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65670.812500 Penalty: 636.280762
	Iteration 24Q: 3 clusters Score -65670.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65673.398438 Penalty: 636.280762
	Iteration 25Q: 3 clusters Score -65673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65675.351562 Penalty: 636.280762
	Iteration 26Q: 3 clusters Score -65675.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65676.421875 Penalty: 636.280762
	Iteration 27Q: 3 clusters Score -65676.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65678.140625 Penalty: 636.280762
	Iteration 28Q: 3 clusters Score -65678.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65679.773438 Penalty: 636.280762
	Iteration 29Q: 3 clusters Score -65679.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65681.992188 Penalty: 636.280762
	Iteration 30Q: 3 clusters Score -65681.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65683.328125 Penalty: 636.280762
	Iteration 31Q: 3 clusters Score -65683.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65683.906250 Penalty: 636.280762
	Iteration 32Q: 3 clusters Score -65683.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65684.835938 Penalty: 636.280762
	Iteration 33Q: 3 clusters Score -65684.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65685.375000 Penalty: 636.280762
	Iteration 34Q: 3 clusters Score -65685.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65685.968750 Penalty: 636.280762
	Iteration 35Q: 3 clusters Score -65685.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65686.632812 Penalty: 636.280762
	Iteration 36Q: 3 clusters Score -65686.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65688.796875 Penalty: 636.280762
	Iteration 37Q: 3 clusters Score -65688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65690.000000 Penalty: 636.280762
	Iteration 38Q: 3 clusters Score -65690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65690.218750 Penalty: 636.280762
	Iteration 39Q: 3 clusters Score -65690.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65691.523438 Penalty: 636.280762
	Iteration 40F: 3 clusters Score -65691.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65692.585938 Penalty: 636.280762
	Iteration 41Q: 3 clusters Score -65692.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65693.085938 Penalty: 636.280762
	Iteration 42Q: 3 clusters Score -65693.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65693.539062 Penalty: 636.280762
	Iteration 43Q: 3 clusters Score -65693.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65693.539062 Penalty: 636.280762
	Iteration 44F: 3 clusters Score -65693.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -708763.187500 Penalty: 426.256927
	Iteration 0F: 2 clusters Score -708763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -701044.000000 Penalty: 852.513855
	Iteration 0F: 3 clusters Score -701044 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -704371.375000 Penalty: 852.513855
	Iteration 1F: 3 clusters Score -704371.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -704742.750000 Penalty: 852.513855
	Iteration 2F: 3 clusters Score -704742.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -705275.062500 Penalty: 852.513855
	Iteration 3F: 3 clusters Score -705275.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -705978.187500 Penalty: 852.513855
	Iteration 4F: 3 clusters Score -705978.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -706644.812500 Penalty: 852.513855
	Iteration 5F: 3 clusters Score -706644.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -707069.250000 Penalty: 852.513855
	Iteration 6F: 3 clusters Score -707069.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -707309.875000 Penalty: 852.513855
	Iteration 7Q: 3 clusters Score -707309.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -707491.250000 Penalty: 852.513855
	Iteration 8Q: 3 clusters Score -707491.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -707594.562500 Penalty: 852.513855
	Iteration 9Q: 3 clusters Score -707594.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -707679.687500 Penalty: 852.513855
	Iteration 10Q: 3 clusters Score -707679.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -707747.312500 Penalty: 852.513855
	Iteration 11Q: 3 clusters Score -707747.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -707810.500000 Penalty: 852.513855
	Iteration 12Q: 3 clusters Score -707810.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -707881.562500 Penalty: 852.513855
	Iteration 13Q: 3 clusters Score -707881.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -707951.875000 Penalty: 852.513855
	Iteration 14Q: 3 clusters Score -707951.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -707998.750000 Penalty: 852.513855
	Iteration 15Q: 3 clusters Score -707998.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -708049.875000 Penalty: 852.513855
	Iteration 16Q: 3 clusters Score -708049.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -708091.875000 Penalty: 852.513855
	Iteration 17Q: 3 clusters Score -708091.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -708123.875000 Penalty: 852.513855
	Iteration 18Q: 3 clusters Score -708123.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -708157.250000 Penalty: 852.513855
	Iteration 19Q: 3 clusters Score -708157.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -708181.875000 Penalty: 852.513855
	Iteration 20F: 3 clusters Score -708181.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -708199.625000 Penalty: 852.513855
	Iteration 21Q: 3 clusters Score -708199.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -708219.375000 Penalty: 852.513855
	Iteration 22Q: 3 clusters Score -708219.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -708235.562500 Penalty: 852.513855
	Iteration 23Q: 3 clusters Score -708235.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -708246.687500 Penalty: 852.513855
	Iteration 24Q: 3 clusters Score -708246.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -708260.812500 Penalty: 852.513855
	Iteration 25Q: 3 clusters Score -708260.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -708269.625000 Penalty: 852.513855
	Iteration 26Q: 3 clusters Score -708269.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -708280.125000 Penalty: 852.513855
	Iteration 27Q: 3 clusters Score -708280.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -708285.937500 Penalty: 852.513855
	Iteration 28Q: 3 clusters Score -708285.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -708291.875000 Penalty: 852.513855
	Iteration 29Q: 3 clusters Score -708291.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -708292.750000 Penalty: 852.513855
	Iteration 30Q: 3 clusters Score -708292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -708296.312500 Penalty: 852.513855
	Iteration 31Q: 3 clusters Score -708296.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -708299.562500 Penalty: 852.513855
	Iteration 32Q: 3 clusters Score -708299.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -708307.687500 Penalty: 852.513855
	Iteration 33Q: 3 clusters Score -708307.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -708312.500000 Penalty: 852.513855
	Iteration 34Q: 3 clusters Score -708312.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -708315.375000 Penalty: 852.513855
	Iteration 35Q: 3 clusters Score -708315.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -708320.187500 Penalty: 852.513855
	Iteration 36Q: 3 clusters Score -708320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -708321.437500 Penalty: 852.513855
	Iteration 37Q: 3 clusters Score -708321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -708323.250000 Penalty: 852.513855
	Iteration 38Q: 3 clusters Score -708323.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -708325.812500 Penalty: 852.513855
	Iteration 39Q: 3 clusters Score -708325.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -708330.000000 Penalty: 852.513855
	Iteration 40F: 3 clusters Score -708330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -708333.437500 Penalty: 852.513855
	Iteration 41Q: 3 clusters Score -708333.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -708336.437500 Penalty: 852.513855
	Iteration 42Q: 3 clusters Score -708336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -708337.312500 Penalty: 852.513855
	Iteration 43Q: 3 clusters Score -708337.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -708341.125000 Penalty: 852.513855
	Iteration 44Q: 3 clusters Score -708341.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -708343.812500 Penalty: 852.513855
	Iteration 45Q: 3 clusters Score -708343.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -708347.625000 Penalty: 852.513855
	Iteration 46Q: 3 clusters Score -708347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -708352.000000 Penalty: 852.513855
	Iteration 47Q: 3 clusters Score -708352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -708355.375000 Penalty: 852.513855
	Iteration 48Q: 3 clusters Score -708355.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -708361.687500 Penalty: 852.513855
	Iteration 49Q: 3 clusters Score -708361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -708363.125000 Penalty: 852.513855
	Iteration 50Q: 3 clusters Score -708363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -708365.562500 Penalty: 852.513855
	Iteration 51Q: 3 clusters Score -708365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -708370.250000 Penalty: 852.513855
	Iteration 52Q: 3 clusters Score -708370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -708374.687500 Penalty: 852.513855
	Iteration 53Q: 3 clusters Score -708374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -708375.937500 Penalty: 852.513855
	Iteration 54Q: 3 clusters Score -708375.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -708376.687500 Penalty: 852.513855
	Iteration 55Q: 3 clusters Score -708376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -708377.812500 Penalty: 852.513855
	Iteration 56Q: 3 clusters Score -708377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -708378.187500 Penalty: 852.513855
	Iteration 57Q: 3 clusters Score -708378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -708378.312500 Penalty: 852.513855
	Iteration 58Q: 3 clusters Score -708378.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -708379.937500 Penalty: 852.513855
	Iteration 59Q: 3 clusters Score -708379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -708381.062500 Penalty: 852.513855
	Iteration 60F: 3 clusters Score -708381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -708382.812500 Penalty: 852.513855
	Iteration 61Q: 3 clusters Score -708382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -708384.187500 Penalty: 852.513855
	Iteration 62Q: 3 clusters Score -708384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -708384.562500 Penalty: 852.513855
	Iteration 63Q: 3 clusters Score -708384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -708384.562500 Penalty: 852.513855
	Iteration 64Q: 3 clusters Score -708384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -708385.000000 Penalty: 852.513855
	Iteration 65Q: 3 clusters Score -708385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -708385.000000 Penalty: 852.513855
	Iteration 66F: 3 clusters Score -708385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -55647.593750 Penalty: 313.197540
	Iteration 0F: 2 clusters Score -55647.59 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 498 members 
Entering Unmasked Estep 
Score: -54848.949219 Penalty: 626.395081
	Iteration 0F: 3 clusters Score -54848.95 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -55100.613281 Penalty: 626.395081
	Iteration 1F: 3 clusters Score -55100.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -55163.238281 Penalty: 626.395081
	Iteration 2F: 3 clusters Score -55163.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -55202.851562 Penalty: 626.395081
	Iteration 3F: 3 clusters Score -55202.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55236.792969 Penalty: 626.395081
	Iteration 4F: 3 clusters Score -55236.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -55259.855469 Penalty: 626.395081
	Iteration 5Q: 3 clusters Score -55259.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55275.875000 Penalty: 626.395081
	Iteration 6Q: 3 clusters Score -55275.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -55291.695312 Penalty: 626.395081
	Iteration 7Q: 3 clusters Score -55291.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -55307.578125 Penalty: 626.395081
	Iteration 8Q: 3 clusters Score -55307.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -55319.535156 Penalty: 626.395081
	Iteration 9Q: 3 clusters Score -55319.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -55331.074219 Penalty: 626.395081
	Iteration 10Q: 3 clusters Score -55331.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -55347.851562 Penalty: 626.395081
	Iteration 11Q: 3 clusters Score -55347.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -55357.277344 Penalty: 626.395081
	Iteration 12Q: 3 clusters Score -55357.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -55366.703125 Penalty: 626.395081
	Iteration 13Q: 3 clusters Score -55366.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -55377.789062 Penalty: 626.395081
	Iteration 14Q: 3 clusters Score -55377.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -55382.121094 Penalty: 626.395081
	Iteration 15Q: 3 clusters Score -55382.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -55386.261719 Penalty: 626.395081
	Iteration 16Q: 3 clusters Score -55386.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55392.949219 Penalty: 626.395081
	Iteration 17Q: 3 clusters Score -55392.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -55395.988281 Penalty: 626.395081
	Iteration 18Q: 3 clusters Score -55395.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55398.828125 Penalty: 626.395081
	Iteration 19Q: 3 clusters Score -55398.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -55401.246094 Penalty: 626.395081
	Iteration 20F: 3 clusters Score -55401.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55404.476562 Penalty: 626.395081
	Iteration 21Q: 3 clusters Score -55404.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -55411.371094 Penalty: 626.395081
	Iteration 22Q: 3 clusters Score -55411.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -55415.457031 Penalty: 626.395081
	Iteration 23Q: 3 clusters Score -55415.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -55416.984375 Penalty: 626.395081
	Iteration 24Q: 3 clusters Score -55416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55417.945312 Penalty: 626.395081
	Iteration 25Q: 3 clusters Score -55417.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -55423.093750 Penalty: 626.395081
	Iteration 26Q: 3 clusters Score -55423.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -55425.281250 Penalty: 626.395081
	Iteration 27Q: 3 clusters Score -55425.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -55428.125000 Penalty: 626.395081
	Iteration 28Q: 3 clusters Score -55428.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -55429.648438 Penalty: 626.395081
	Iteration 29Q: 3 clusters Score -55429.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -55430.109375 Penalty: 626.395081
	Iteration 30Q: 3 clusters Score -55430.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -55430.109375 Penalty: 626.395081
	Iteration 31F: 3 clusters Score -55430.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6740.911621 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6740.912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6523.803223 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -6523.803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6632.386719 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -6632.387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6671.895020 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -6671.895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6679.172852 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -6679.173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6701.012695 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -6701.013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6707.823242 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -6707.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6721.154785 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -6721.155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6726.775391 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -6726.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6728.338867 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -6728.339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6730.800781 Penalty: 450.980286
	Iteration 9Q: 3 clusters Score -6730.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6731.927246 Penalty: 450.980286
	Iteration 10Q: 3 clusters Score -6731.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6731.927246 Penalty: 450.980286
	Iteration 11F: 3 clusters Score -6731.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -33573.320312 Penalty: 289.360596
	Iteration 0F: 2 clusters Score -33573.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33048.160156 Penalty: 578.721191
	Iteration 0F: 3 clusters Score -33048.16 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33201.933594 Penalty: 578.721191
	Iteration 1F: 3 clusters Score -33201.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33241.953125 Penalty: 578.721191
	Iteration 2F: 3 clusters Score -33241.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33263.652344 Penalty: 578.721191
	Iteration 3Q: 3 clusters Score -33263.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33279.054688 Penalty: 578.721191
	Iteration 4Q: 3 clusters Score -33279.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33301.984375 Penalty: 578.721191
	Iteration 5Q: 3 clusters Score -33301.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33317.207031 Penalty: 578.721191
	Iteration 6Q: 3 clusters Score -33317.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33331.507812 Penalty: 578.721191
	Iteration 7Q: 3 clusters Score -33331.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33349.812500 Penalty: 578.721191
	Iteration 8Q: 3 clusters Score -33349.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33376.730469 Penalty: 578.721191
	Iteration 9Q: 3 clusters Score -33376.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33393.390625 Penalty: 578.721191
	Iteration 10Q: 3 clusters Score -33393.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33400.070312 Penalty: 578.721191
	Iteration 11Q: 3 clusters Score -33400.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33406.351562 Penalty: 578.721191
	Iteration 12Q: 3 clusters Score -33406.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33408.507812 Penalty: 578.721191
	Iteration 13Q: 3 clusters Score -33408.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33411.765625 Penalty: 578.721191
	Iteration 14Q: 3 clusters Score -33411.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33414.656250 Penalty: 578.721191
	Iteration 15Q: 3 clusters Score -33414.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33415.714844 Penalty: 578.721191
	Iteration 16Q: 3 clusters Score -33415.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33415.714844 Penalty: 578.721191
	Iteration 17F: 3 clusters Score -33415.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27691.564453 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27691.56 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27848.175781 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27848.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27903.332031 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27903.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27939.734375 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -27939.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27979.089844 Penalty: 556.345093
	Iteration 4F: 3 clusters Score -27979.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28019.974609 Penalty: 556.345093
	Iteration 5F: 3 clusters Score -28019.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28030.304688 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -28030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28039.126953 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -28039.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28045.349609 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -28045.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28046.783203 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -28046.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28047.599609 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -28047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28049.373047 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -28049.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28051.078125 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -28051.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28055.257812 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -28055.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28060.451172 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -28060.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28064.533203 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -28064.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28070.609375 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -28070.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28075.007812 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -28075.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28076.662109 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -28076.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28080.105469 Penalty: 556.345093
	Iteration 19Q: 3 clusters Score -28080.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28085.539062 Penalty: 556.345093
	Iteration 20F: 3 clusters Score -28085.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28095.138672 Penalty: 556.345093
	Iteration 21Q: 3 clusters Score -28095.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28105.035156 Penalty: 556.345093
	Iteration 22Q: 3 clusters Score -28105.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28109.318359 Penalty: 556.345093
	Iteration 23Q: 3 clusters Score -28109.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28115.755859 Penalty: 556.345093
	Iteration 24Q: 3 clusters Score -28115.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28118.402344 Penalty: 556.345093
	Iteration 25Q: 3 clusters Score -28118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28120.699219 Penalty: 556.345093
	Iteration 26Q: 3 clusters Score -28120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28126.781250 Penalty: 556.345093
	Iteration 27Q: 3 clusters Score -28126.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28129.464844 Penalty: 556.345093
	Iteration 28Q: 3 clusters Score -28129.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28129.464844 Penalty: 556.345093
	Iteration 29F: 3 clusters Score -28129.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -735911.687500 Penalty: 427.863861
	Iteration 0F: 2 clusters Score -735911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -727867.062500 Penalty: 855.727722
	Iteration 0F: 3 clusters Score -727867.1 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -731443.875000 Penalty: 855.727722
	Iteration 1F: 3 clusters Score -731443.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -731923.625000 Penalty: 855.727722
	Iteration 2F: 3 clusters Score -731923.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -732493.687500 Penalty: 855.727722
	Iteration 3F: 3 clusters Score -732493.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -733075.437500 Penalty: 855.727722
	Iteration 4F: 3 clusters Score -733075.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -733693.125000 Penalty: 855.727722
	Iteration 5F: 3 clusters Score -733693.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -734174.562500 Penalty: 855.727722
	Iteration 6F: 3 clusters Score -734174.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -734467.875000 Penalty: 855.727722
	Iteration 7Q: 3 clusters Score -734467.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -734641.000000 Penalty: 855.727722
	Iteration 8Q: 3 clusters Score -734641 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -734748.500000 Penalty: 855.727722
	Iteration 9Q: 3 clusters Score -734748.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -734851.312500 Penalty: 855.727722
	Iteration 10Q: 3 clusters Score -734851.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -734947.687500 Penalty: 855.727722
	Iteration 11Q: 3 clusters Score -734947.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -735027.125000 Penalty: 855.727722
	Iteration 12Q: 3 clusters Score -735027.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -735100.375000 Penalty: 855.727722
	Iteration 13Q: 3 clusters Score -735100.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -735163.000000 Penalty: 855.727722
	Iteration 14Q: 3 clusters Score -735163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -735209.062500 Penalty: 855.727722
	Iteration 15Q: 3 clusters Score -735209.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -735253.437500 Penalty: 855.727722
	Iteration 16Q: 3 clusters Score -735253.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -735292.625000 Penalty: 855.727722
	Iteration 17Q: 3 clusters Score -735292.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -735332.312500 Penalty: 855.727722
	Iteration 18Q: 3 clusters Score -735332.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -735360.812500 Penalty: 855.727722
	Iteration 19Q: 3 clusters Score -735360.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -735391.812500 Penalty: 855.727722
	Iteration 20F: 3 clusters Score -735391.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -735421.062500 Penalty: 855.727722
	Iteration 21Q: 3 clusters Score -735421.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -735444.250000 Penalty: 855.727722
	Iteration 22Q: 3 clusters Score -735444.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -735468.187500 Penalty: 855.727722
	Iteration 23Q: 3 clusters Score -735468.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -735494.562500 Penalty: 855.727722
	Iteration 24Q: 3 clusters Score -735494.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -735511.687500 Penalty: 855.727722
	Iteration 25Q: 3 clusters Score -735511.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -735524.750000 Penalty: 855.727722
	Iteration 26Q: 3 clusters Score -735524.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -735532.687500 Penalty: 855.727722
	Iteration 27Q: 3 clusters Score -735532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -735538.000000 Penalty: 855.727722
	Iteration 28Q: 3 clusters Score -735538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -735541.937500 Penalty: 855.727722
	Iteration 29Q: 3 clusters Score -735541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -735549.312500 Penalty: 855.727722
	Iteration 30Q: 3 clusters Score -735549.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -735556.937500 Penalty: 855.727722
	Iteration 31Q: 3 clusters Score -735556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -735561.750000 Penalty: 855.727722
	Iteration 32Q: 3 clusters Score -735561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -735565.812500 Penalty: 855.727722
	Iteration 33Q: 3 clusters Score -735565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -735567.937500 Penalty: 855.727722
	Iteration 34Q: 3 clusters Score -735567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -735570.000000 Penalty: 855.727722
	Iteration 35Q: 3 clusters Score -735570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -735572.000000 Penalty: 855.727722
	Iteration 36Q: 3 clusters Score -735572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -735572.937500 Penalty: 855.727722
	Iteration 37Q: 3 clusters Score -735572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -735575.812500 Penalty: 855.727722
	Iteration 38Q: 3 clusters Score -735575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -735578.062500 Penalty: 855.727722
	Iteration 39Q: 3 clusters Score -735578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -735579.000000 Penalty: 855.727722
	Iteration 40F: 3 clusters Score -735579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -735582.562500 Penalty: 855.727722
	Iteration 41Q: 3 clusters Score -735582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -735587.750000 Penalty: 855.727722
	Iteration 42Q: 3 clusters Score -735587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -735591.937500 Penalty: 855.727722
	Iteration 43Q: 3 clusters Score -735591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -735598.250000 Penalty: 855.727722
	Iteration 44Q: 3 clusters Score -735598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -735600.125000 Penalty: 855.727722
	Iteration 45Q: 3 clusters Score -735600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -735604.437500 Penalty: 855.727722
	Iteration 46Q: 3 clusters Score -735604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -735608.000000 Penalty: 855.727722
	Iteration 47Q: 3 clusters Score -735608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -735609.562500 Penalty: 855.727722
	Iteration 48Q: 3 clusters Score -735609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -735610.375000 Penalty: 855.727722
	Iteration 49Q: 3 clusters Score -735610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -735612.500000 Penalty: 855.727722
	Iteration 50Q: 3 clusters Score -735612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -735612.812500 Penalty: 855.727722
	Iteration 51Q: 3 clusters Score -735612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -735612.812500 Penalty: 855.727722
	Iteration 52F: 3 clusters Score -735612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -141702.562500 Penalty: 359.781403
	Iteration 0F: 2 clusters Score -141702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -139802.843750 Penalty: 719.562805
	Iteration 0F: 3 clusters Score -139802.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140434.921875 Penalty: 719.562805
	Iteration 1F: 3 clusters Score -140434.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -140571.500000 Penalty: 719.562805
	Iteration 2F: 3 clusters Score -140571.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -140677.906250 Penalty: 719.562805
	Iteration 3F: 3 clusters Score -140677.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -140759.625000 Penalty: 719.562805
	Iteration 4F: 3 clusters Score -140759.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -140830.171875 Penalty: 719.562805
	Iteration 5Q: 3 clusters Score -140830.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -140912.828125 Penalty: 719.562805
	Iteration 6Q: 3 clusters Score -140912.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -141010.890625 Penalty: 719.562805
	Iteration 7Q: 3 clusters Score -141010.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -141095.062500 Penalty: 719.562805
	Iteration 8Q: 3 clusters Score -141095.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -141176.546875 Penalty: 719.562805
	Iteration 9Q: 3 clusters Score -141176.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141242.859375 Penalty: 719.562805
	Iteration 10Q: 3 clusters Score -141242.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141282.750000 Penalty: 719.562805
	Iteration 11Q: 3 clusters Score -141282.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141308.890625 Penalty: 719.562805
	Iteration 12Q: 3 clusters Score -141308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141326.953125 Penalty: 719.562805
	Iteration 13Q: 3 clusters Score -141327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141339.578125 Penalty: 719.562805
	Iteration 14Q: 3 clusters Score -141339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141348.062500 Penalty: 719.562805
	Iteration 15Q: 3 clusters Score -141348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141355.421875 Penalty: 719.562805
	Iteration 16Q: 3 clusters Score -141355.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141367.359375 Penalty: 719.562805
	Iteration 17Q: 3 clusters Score -141367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -141371.015625 Penalty: 719.562805
	Iteration 18Q: 3 clusters Score -141371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141373.265625 Penalty: 719.562805
	Iteration 19Q: 3 clusters Score -141373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141374.921875 Penalty: 719.562805
	Iteration 20F: 3 clusters Score -141374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141375.890625 Penalty: 719.562805
	Iteration 21Q: 3 clusters Score -141375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141376.687500 Penalty: 719.562805
	Iteration 22Q: 3 clusters Score -141376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141378.312500 Penalty: 719.562805
	Iteration 23Q: 3 clusters Score -141378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141380.031250 Penalty: 719.562805
	Iteration 24Q: 3 clusters Score -141380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141381.343750 Penalty: 719.562805
	Iteration 25Q: 3 clusters Score -141381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141382.375000 Penalty: 719.562805
	Iteration 26Q: 3 clusters Score -141382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141383.187500 Penalty: 719.562805
	Iteration 27Q: 3 clusters Score -141383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141384.578125 Penalty: 719.562805
	Iteration 28Q: 3 clusters Score -141384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141385.937500 Penalty: 719.562805
	Iteration 29Q: 3 clusters Score -141385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141386.968750 Penalty: 719.562805
	Iteration 30Q: 3 clusters Score -141387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141388.312500 Penalty: 719.562805
	Iteration 31Q: 3 clusters Score -141388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141389.250000 Penalty: 719.562805
	Iteration 32Q: 3 clusters Score -141389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141393.515625 Penalty: 719.562805
	Iteration 33Q: 3 clusters Score -141393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141397.390625 Penalty: 719.562805
	Iteration 34Q: 3 clusters Score -141397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141401.781250 Penalty: 719.562805
	Iteration 35Q: 3 clusters Score -141401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141408.718750 Penalty: 719.562805
	Iteration 36Q: 3 clusters Score -141408.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141412.781250 Penalty: 719.562805
	Iteration 37Q: 3 clusters Score -141412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -141413.703125 Penalty: 719.562805
	Iteration 38Q: 3 clusters Score -141413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -141414.078125 Penalty: 719.562805
	Iteration 39Q: 3 clusters Score -141414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141414.437500 Penalty: 719.562805
	Iteration 40F: 3 clusters Score -141414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -141415.406250 Penalty: 719.562805
	Iteration 41Q: 3 clusters Score -141415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141415.750000 Penalty: 719.562805
	Iteration 42Q: 3 clusters Score -141415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -141416.578125 Penalty: 719.562805
	Iteration 43Q: 3 clusters Score -141416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -141418.609375 Penalty: 719.562805
	Iteration 44Q: 3 clusters Score -141418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141418.968750 Penalty: 719.562805
	Iteration 45Q: 3 clusters Score -141419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141418.968750 Penalty: 719.562805
	Iteration 46F: 3 clusters Score -141419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -16617.923828 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -16617.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16255.240234 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -16255.24 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16514.888672 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -16514.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16595.228516 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -16595.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16617.677734 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -16617.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16623.513672 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -16623.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16626.369141 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -16626.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16624.386719 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -16624.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16631.320312 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -16631.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16632.935547 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -16632.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16632.746094 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -16632.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16633.843750 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -16633.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16633.843750 Penalty: 527.717468
	Iteration 11F: 3 clusters Score -16633.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 167 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201748.000000 Penalty: 45943.109375
Splitting cluster 33 changes total score from -58202300.000000 to -58201748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -40321.230469 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -40321.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39709.898438 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39709.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39967.136719 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39967.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40080.453125 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -40080.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40141.769531 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -40141.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40177.609375 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -40177.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40204.757812 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -40204.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40216.960938 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -40216.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40219.066406 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -40219.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40218.925781 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -40218.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40218.925781 Penalty: 598.585388
	Iteration 9F: 3 clusters Score -40218.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -8638.644531 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -8638.645 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 125 members 
Entering Unmasked Estep 
Score: -8310.755859 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -8310.756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8403.572266 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -8403.572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8462.163086 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -8462.163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8484.784180 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -8484.784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8501.852539 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -8501.853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8512.432617 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -8512.433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8519.205078 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -8519.205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8521.034180 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -8521.034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8523.523438 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -8523.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8526.399414 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -8526.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8526.399414 Penalty: 509.792816
	Iteration 10F: 3 clusters Score -8526.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Entering Unmasked Estep 
Score: -894506.062500 Penalty: 436.705017
	Iteration 0F: 2 clusters Score -894506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -884727.750000 Penalty: 873.410034
	Iteration 0F: 3 clusters Score -884727.8 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -888981.937500 Penalty: 873.410034
	Iteration 1F: 3 clusters Score -888981.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -889475.562500 Penalty: 873.410034
	Iteration 2F: 3 clusters Score -889475.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -890191.125000 Penalty: 873.410034
	Iteration 3F: 3 clusters Score -890191.1 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -891102.437500 Penalty: 873.410034
	Iteration 4F: 3 clusters Score -891102.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -892065.750000 Penalty: 873.410034
	Iteration 5F: 3 clusters Score -892065.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -892890.875000 Penalty: 873.410034
	Iteration 6F: 3 clusters Score -892890.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -893491.562500 Penalty: 873.410034
	Iteration 7Q: 3 clusters Score -893491.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -893814.062500 Penalty: 873.410034
	Iteration 8Q: 3 clusters Score -893814.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -894017.937500 Penalty: 873.410034
	Iteration 9Q: 3 clusters Score -894017.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -894129.437500 Penalty: 873.410034
	Iteration 10Q: 3 clusters Score -894129.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -894211.000000 Penalty: 873.410034
	Iteration 11Q: 3 clusters Score -894211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -894268.062500 Penalty: 873.410034
	Iteration 12Q: 3 clusters Score -894268.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -894305.562500 Penalty: 873.410034
	Iteration 13Q: 3 clusters Score -894305.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -894322.687500 Penalty: 873.410034
	Iteration 14Q: 3 clusters Score -894322.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -894341.125000 Penalty: 873.410034
	Iteration 15Q: 3 clusters Score -894341.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -894355.812500 Penalty: 873.410034
	Iteration 16Q: 3 clusters Score -894355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -894366.375000 Penalty: 873.410034
	Iteration 17Q: 3 clusters Score -894366.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -894373.312500 Penalty: 873.410034
	Iteration 18Q: 3 clusters Score -894373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -894377.562500 Penalty: 873.410034
	Iteration 19Q: 3 clusters Score -894377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -894381.375000 Penalty: 873.410034
	Iteration 20F: 3 clusters Score -894381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -894385.875000 Penalty: 873.410034
	Iteration 21Q: 3 clusters Score -894385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -894386.000000 Penalty: 873.410034
	Iteration 22Q: 3 clusters Score -894386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -894390.062500 Penalty: 873.410034
	Iteration 23Q: 3 clusters Score -894390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -894390.375000 Penalty: 873.410034
	Iteration 24Q: 3 clusters Score -894390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -894390.187500 Penalty: 873.410034
	Iteration 25Q: 3 clusters Score -894390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -894389.812500 Penalty: 873.410034
	Iteration 26Q: 3 clusters Score -894389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -894390.625000 Penalty: 873.410034
	Iteration 27Q: 3 clusters Score -894390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -894391.250000 Penalty: 873.410034
	Iteration 28Q: 3 clusters Score -894391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -894391.500000 Penalty: 873.410034
	Iteration 29Q: 3 clusters Score -894391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -894391.500000 Penalty: 873.410034
	Iteration 30Q: 3 clusters Score -894391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -894391.500000 Penalty: 873.410034
	Iteration 31F: 3 clusters Score -894391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -118455.429688 Penalty: 345.314789
	Iteration 0F: 2 clusters Score -118455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -117049.648438 Penalty: 690.629578
	Iteration 0F: 3 clusters Score -117049.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -117512.085938 Penalty: 690.629578
	Iteration 1F: 3 clusters Score -117512.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117590.734375 Penalty: 690.629578
	Iteration 2F: 3 clusters Score -117590.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -117662.101562 Penalty: 690.629578
	Iteration 3F: 3 clusters Score -117662.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -117749.710938 Penalty: 690.629578
	Iteration 4F: 3 clusters Score -117749.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -117830.531250 Penalty: 690.629578
	Iteration 5F: 3 clusters Score -117830.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -117901.218750 Penalty: 690.629578
	Iteration 6F: 3 clusters Score -117901.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -117969.625000 Penalty: 690.629578
	Iteration 7Q: 3 clusters Score -117969.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -118053.742188 Penalty: 690.629578
	Iteration 8F: 3 clusters Score -118053.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -118113.187500 Penalty: 690.629578
	Iteration 9Q: 3 clusters Score -118113.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118155.671875 Penalty: 690.629578
	Iteration 10Q: 3 clusters Score -118155.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -118177.257812 Penalty: 690.629578
	Iteration 11Q: 3 clusters Score -118177.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -118194.351562 Penalty: 690.629578
	Iteration 12Q: 3 clusters Score -118194.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -118213.757812 Penalty: 690.629578
	Iteration 13Q: 3 clusters Score -118213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -118231.367188 Penalty: 690.629578
	Iteration 14Q: 3 clusters Score -118231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -118237.539062 Penalty: 690.629578
	Iteration 15Q: 3 clusters Score -118237.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -118244.687500 Penalty: 690.629578
	Iteration 16Q: 3 clusters Score -118244.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -118250.304688 Penalty: 690.629578
	Iteration 17Q: 3 clusters Score -118250.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -118252.773438 Penalty: 690.629578
	Iteration 18Q: 3 clusters Score -118252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -118254.906250 Penalty: 690.629578
	Iteration 19Q: 3 clusters Score -118254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -118255.617188 Penalty: 690.629578
	Iteration 20F: 3 clusters Score -118255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -118255.867188 Penalty: 690.629578
	Iteration 21Q: 3 clusters Score -118255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -118256.367188 Penalty: 690.629578
	Iteration 22Q: 3 clusters Score -118256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -118256.546875 Penalty: 690.629578
	Iteration 23Q: 3 clusters Score -118256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -118256.546875 Penalty: 690.629578
	Iteration 24F: 3 clusters Score -118256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9646.081055 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9646.081 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 126 members 
Entering Unmasked Estep 
Score: -9358.330078 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9358.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9512.572266 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9512.572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9551.094727 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9551.095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9564.447266 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -9564.447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9601.506836 Penalty: 507.411377
	Iteration 4F: 3 clusters Score -9601.507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9647.999023 Penalty: 507.411377
	Iteration 5F: 3 clusters Score -9647.999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9677.908203 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9677.908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9711.647461 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9711.647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9721.919922 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -9721.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9731.082031 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -9731.082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9733.038086 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -9733.038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9737.126953 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -9737.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9746.815430 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -9746.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9746.815430 Penalty: 507.411377
	Iteration 13F: 3 clusters Score -9746.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 111 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201800.000000 Penalty: 45943.109375
Splitting cluster 38 changes total score from -58202300.000000 to -58201800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13664.026367 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13664.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13326.569336 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13326.57 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13570.339844 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13570.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13618.242188 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13618.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13662.143555 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -13662.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13676.083984 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13676.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13678.660156 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13678.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13682.329102 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13682.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13682.329102 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -13682.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201716.000000 Penalty: 45943.109375
Splitting cluster 39 changes total score from -58202300.000000 to -58201716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16472.298828 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16472.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16588.789062 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16588.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16656.279297 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16656.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16720.359375 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16720.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16735.802734 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16743.511719 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16743.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16756.882812 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16756.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16762.652344 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16762.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16767.974609 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16767.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16774.628906 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16774.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16774.628906 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -16774.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -18063.660156 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -18063.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17735.078125 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -17735.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17927.654297 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -17927.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17974.810547 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -17974.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18006.691406 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -18006.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18036.746094 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -18036.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18059.714844 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -18059.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18066.847656 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -18066.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18068.873047 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -18068.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18068.873047 Penalty: 518.740356
	Iteration 8F: 3 clusters Score -18068.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 98 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201704.000000 Penalty: 45943.109375
Splitting cluster 41 changes total score from -58202300.000000 to -58201704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5016.341309 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5016.341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5043.189453 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5043.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5047.307617 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5047.308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5054.198730 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5054.199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5061.390137 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -5061.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5063.291504 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -5063.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5063.291504 Penalty: 408.465912
	Iteration 6F: 3 clusters Score -5063.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -355929.937500 Penalty: 396.152832
	Iteration 0F: 2 clusters Score -355929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -351894.125000 Penalty: 792.305664
	Iteration 0F: 3 clusters Score -351894.1 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -353473.531250 Penalty: 792.305664
	Iteration 1F: 3 clusters Score -353473.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -353697.406250 Penalty: 792.305664
	Iteration 2F: 3 clusters Score -353697.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -353919.500000 Penalty: 792.305664
	Iteration 3F: 3 clusters Score -353919.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -354206.187500 Penalty: 792.305664
	Iteration 4F: 3 clusters Score -354206.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -354541.031250 Penalty: 792.305664
	Iteration 5F: 3 clusters Score -354541 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -354854.343750 Penalty: 792.305664
	Iteration 6F: 3 clusters Score -354854.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -355063.156250 Penalty: 792.305664
	Iteration 7Q: 3 clusters Score -355063.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -355216.250000 Penalty: 792.305664
	Iteration 8Q: 3 clusters Score -355216.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -355314.156250 Penalty: 792.305664
	Iteration 9Q: 3 clusters Score -355314.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -355372.593750 Penalty: 792.305664
	Iteration 10Q: 3 clusters Score -355372.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -355412.968750 Penalty: 792.305664
	Iteration 11Q: 3 clusters Score -355413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -355450.406250 Penalty: 792.305664
	Iteration 12Q: 3 clusters Score -355450.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -355483.093750 Penalty: 792.305664
	Iteration 13Q: 3 clusters Score -355483.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -355504.500000 Penalty: 792.305664
	Iteration 14Q: 3 clusters Score -355504.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -355516.750000 Penalty: 792.305664
	Iteration 15Q: 3 clusters Score -355516.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -355524.312500 Penalty: 792.305664
	Iteration 16Q: 3 clusters Score -355524.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -355532.562500 Penalty: 792.305664
	Iteration 17Q: 3 clusters Score -355532.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -355537.718750 Penalty: 792.305664
	Iteration 18Q: 3 clusters Score -355537.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -355543.468750 Penalty: 792.305664
	Iteration 19Q: 3 clusters Score -355543.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -355548.437500 Penalty: 792.305664
	Iteration 20F: 3 clusters Score -355548.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -355552.718750 Penalty: 792.305664
	Iteration 21Q: 3 clusters Score -355552.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355558.031250 Penalty: 792.305664
	Iteration 22Q: 3 clusters Score -355558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -355564.437500 Penalty: 792.305664
	Iteration 23Q: 3 clusters Score -355564.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -355570.968750 Penalty: 792.305664
	Iteration 24Q: 3 clusters Score -355571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -355576.968750 Penalty: 792.305664
	Iteration 25Q: 3 clusters Score -355577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -355581.843750 Penalty: 792.305664
	Iteration 26Q: 3 clusters Score -355581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -355586.281250 Penalty: 792.305664
	Iteration 27Q: 3 clusters Score -355586.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -355591.468750 Penalty: 792.305664
	Iteration 28Q: 3 clusters Score -355591.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -355597.218750 Penalty: 792.305664
	Iteration 29Q: 3 clusters Score -355597.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -355606.312500 Penalty: 792.305664
	Iteration 30Q: 3 clusters Score -355606.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -355615.125000 Penalty: 792.305664
	Iteration 31Q: 3 clusters Score -355615.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -355624.812500 Penalty: 792.305664
	Iteration 32Q: 3 clusters Score -355624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -355629.968750 Penalty: 792.305664
	Iteration 33Q: 3 clusters Score -355630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -355635.718750 Penalty: 792.305664
	Iteration 34Q: 3 clusters Score -355635.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -355638.718750 Penalty: 792.305664
	Iteration 35Q: 3 clusters Score -355638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -355641.062500 Penalty: 792.305664
	Iteration 36Q: 3 clusters Score -355641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -355642.312500 Penalty: 792.305664
	Iteration 37Q: 3 clusters Score -355642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -355642.843750 Penalty: 792.305664
	Iteration 38Q: 3 clusters Score -355642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -355644.125000 Penalty: 792.305664
	Iteration 39Q: 3 clusters Score -355644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -355645.187500 Penalty: 792.305664
	Iteration 40F: 3 clusters Score -355645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -355645.906250 Penalty: 792.305664
	Iteration 41Q: 3 clusters Score -355645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -355650.375000 Penalty: 792.305664
	Iteration 42Q: 3 clusters Score -355650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355653.156250 Penalty: 792.305664
	Iteration 43Q: 3 clusters Score -355653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355654.156250 Penalty: 792.305664
	Iteration 44Q: 3 clusters Score -355654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -355656.281250 Penalty: 792.305664
	Iteration 45Q: 3 clusters Score -355656.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -355656.906250 Penalty: 792.305664
	Iteration 46Q: 3 clusters Score -355656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -355659.531250 Penalty: 792.305664
	Iteration 47Q: 3 clusters Score -355659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -355660.968750 Penalty: 792.305664
	Iteration 48Q: 3 clusters Score -355661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -355662.812500 Penalty: 792.305664
	Iteration 49Q: 3 clusters Score -355662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -355665.750000 Penalty: 792.305664
	Iteration 50Q: 3 clusters Score -355665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -355668.406250 Penalty: 792.305664
	Iteration 51Q: 3 clusters Score -355668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -355672.156250 Penalty: 792.305664
	Iteration 52Q: 3 clusters Score -355672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -355675.937500 Penalty: 792.305664
	Iteration 53Q: 3 clusters Score -355675.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -355679.406250 Penalty: 792.305664
	Iteration 54Q: 3 clusters Score -355679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -355682.562500 Penalty: 792.305664
	Iteration 55Q: 3 clusters Score -355682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -355686.437500 Penalty: 792.305664
	Iteration 56Q: 3 clusters Score -355686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -355691.218750 Penalty: 792.305664
	Iteration 57Q: 3 clusters Score -355691.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -355694.875000 Penalty: 792.305664
	Iteration 58Q: 3 clusters Score -355694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -355701.781250 Penalty: 792.305664
	Iteration 59Q: 3 clusters Score -355701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -355709.593750 Penalty: 792.305664
	Iteration 60F: 3 clusters Score -355709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -355716.625000 Penalty: 792.305664
	Iteration 61Q: 3 clusters Score -355716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -355723.781250 Penalty: 792.305664
	Iteration 62Q: 3 clusters Score -355723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -355727.843750 Penalty: 792.305664
	Iteration 63Q: 3 clusters Score -355727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -355729.875000 Penalty: 792.305664
	Iteration 64Q: 3 clusters Score -355729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -355734.906250 Penalty: 792.305664
	Iteration 65Q: 3 clusters Score -355734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -355737.468750 Penalty: 792.305664
	Iteration 66Q: 3 clusters Score -355737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -355739.000000 Penalty: 792.305664
	Iteration 67Q: 3 clusters Score -355739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -355739.781250 Penalty: 792.305664
	Iteration 68Q: 3 clusters Score -355739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -355744.625000 Penalty: 792.305664
	Iteration 69Q: 3 clusters Score -355744.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -355749.500000 Penalty: 792.305664
	Iteration 70Q: 3 clusters Score -355749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -355752.250000 Penalty: 792.305664
	Iteration 71Q: 3 clusters Score -355752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -355755.000000 Penalty: 792.305664
	Iteration 72Q: 3 clusters Score -355755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -355756.093750 Penalty: 792.305664
	Iteration 73Q: 3 clusters Score -355756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -355756.093750 Penalty: 792.305664
	Iteration 74F: 3 clusters Score -355756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40301.343750 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40301.34 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40505.335938 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40505.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40584.117188 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40584.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40630.531250 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40630.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40667.429688 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -40667.43 nChanged 24
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: -40711.410156 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40711.41 nChanged 21
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: -40762.707031 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40762.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40819.718750 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40819.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40838.109375 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40838.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40845.093750 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40845.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40846.472656 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40846.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40848.597656 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40850.648438 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -40850.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40854.949219 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -40854.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40863.386719 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -40863.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40877.171875 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -40877.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40882.484375 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -40882.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40885.957031 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -40885.96 nChanged 5
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: -40888.070312 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -40888.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40890.632812 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -40890.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40891.566406 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -40891.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40892.886719 Penalty: 592.838867
	Iteration 21Q: 3 clusters Score -40892.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40893.605469 Penalty: 592.838867
	Iteration 22Q: 3 clusters Score -40893.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40894.519531 Penalty: 592.838867
	Iteration 23Q: 3 clusters Score -40894.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40894.988281 Penalty: 592.838867
	Iteration 24Q: 3 clusters Score -40894.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40895.613281 Penalty: 592.838867
	Iteration 25Q: 3 clusters Score -40895.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40897.273438 Penalty: 592.838867
	Iteration 26Q: 3 clusters Score -40897.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40897.656250 Penalty: 592.838867
	Iteration 27Q: 3 clusters Score -40897.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40897.656250 Penalty: 592.838867
	Iteration 28F: 3 clusters Score -40897.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10845.597656 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10609.194336 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10609.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10935.500977 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10965.592773 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10965.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10970.876953 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10970.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10971.226562 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10971.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10971.226562 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -10971.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 116 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 81 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201800.000000 Penalty: 45943.109375
Splitting cluster 45 changes total score from -58202300.000000 to -58201800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -120262.289062 Penalty: 345.521454
	Iteration 0F: 2 clusters Score -120262.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -118852.281250 Penalty: 691.042908
	Iteration 0F: 3 clusters Score -118852.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -119405.109375 Penalty: 691.042908
	Iteration 1F: 3 clusters Score -119405.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -119512.101562 Penalty: 691.042908
	Iteration 2F: 3 clusters Score -119512.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -119589.421875 Penalty: 691.042908
	Iteration 3F: 3 clusters Score -119589.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -119653.140625 Penalty: 691.042908
	Iteration 4F: 3 clusters Score -119653.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -119714.179688 Penalty: 691.042908
	Iteration 5Q: 3 clusters Score -119714.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -119810.882812 Penalty: 691.042908
	Iteration 6Q: 3 clusters Score -119810.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -119900.820312 Penalty: 691.042908
	Iteration 7Q: 3 clusters Score -119900.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -119959.609375 Penalty: 691.042908
	Iteration 8Q: 3 clusters Score -119959.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -120007.367188 Penalty: 691.042908
	Iteration 9Q: 3 clusters Score -120007.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -120037.507812 Penalty: 691.042908
	Iteration 10Q: 3 clusters Score -120037.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -120051.523438 Penalty: 691.042908
	Iteration 11Q: 3 clusters Score -120051.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -120056.585938 Penalty: 691.042908
	Iteration 12Q: 3 clusters Score -120056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -120062.062500 Penalty: 691.042908
	Iteration 13Q: 3 clusters Score -120062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -120069.304688 Penalty: 691.042908
	Iteration 14Q: 3 clusters Score -120069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -120073.906250 Penalty: 691.042908
	Iteration 15Q: 3 clusters Score -120073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -120076.601562 Penalty: 691.042908
	Iteration 16Q: 3 clusters Score -120076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120078.101562 Penalty: 691.042908
	Iteration 17Q: 3 clusters Score -120078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -120078.671875 Penalty: 691.042908
	Iteration 18Q: 3 clusters Score -120078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120079.250000 Penalty: 691.042908
	Iteration 19Q: 3 clusters Score -120079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120079.328125 Penalty: 691.042908
	Iteration 20F: 3 clusters Score -120079.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -120079.945312 Penalty: 691.042908
	Iteration 21Q: 3 clusters Score -120079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -120080.015625 Penalty: 691.042908
	Iteration 22Q: 3 clusters Score -120080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -120080.843750 Penalty: 691.042908
	Iteration 23Q: 3 clusters Score -120080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120082.046875 Penalty: 691.042908
	Iteration 24Q: 3 clusters Score -120082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120083.617188 Penalty: 691.042908
	Iteration 25Q: 3 clusters Score -120083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120085.578125 Penalty: 691.042908
	Iteration 26Q: 3 clusters Score -120085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120086.890625 Penalty: 691.042908
	Iteration 27Q: 3 clusters Score -120086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -120087.562500 Penalty: 691.042908
	Iteration 28Q: 3 clusters Score -120087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120088.015625 Penalty: 691.042908
	Iteration 29Q: 3 clusters Score -120088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120088.843750 Penalty: 691.042908
	Iteration 30Q: 3 clusters Score -120088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120089.375000 Penalty: 691.042908
	Iteration 31Q: 3 clusters Score -120089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120090.593750 Penalty: 691.042908
	Iteration 32Q: 3 clusters Score -120090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -120091.593750 Penalty: 691.042908
	Iteration 33Q: 3 clusters Score -120091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120092.500000 Penalty: 691.042908
	Iteration 34Q: 3 clusters Score -120092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -120093.593750 Penalty: 691.042908
	Iteration 35Q: 3 clusters Score -120093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120095.468750 Penalty: 691.042908
	Iteration 36Q: 3 clusters Score -120095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120097.445312 Penalty: 691.042908
	Iteration 37Q: 3 clusters Score -120097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -120099.695312 Penalty: 691.042908
	Iteration 38Q: 3 clusters Score -120099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120100.820312 Penalty: 691.042908
	Iteration 39Q: 3 clusters Score -120100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120100.820312 Penalty: 691.042908
	Iteration 40F: 3 clusters Score -120100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6096.617676 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6096.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5874.943359 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -5874.943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5978.793457 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -5978.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6003.139160 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -6003.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6018.551270 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6018.551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6035.791504 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -6035.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6038.777344 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -6038.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6038.777344 Penalty: 431.788818
	Iteration 6F: 3 clusters Score -6038.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -22827.619141 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -22827.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22431.744141 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -22431.74 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22535.705078 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -22535.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22572.412109 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -22572.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22597.900391 Penalty: 536.139587
	Iteration 3Q: 3 clusters Score -22597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22614.255859 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -22614.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22627.890625 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -22627.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22638.224609 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -22638.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22641.343750 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -22641.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22641.343750 Penalty: 536.139587
	Iteration 8F: 3 clusters Score -22641.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6589.836426 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6589.836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6628.906250 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6628.906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6652.832031 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -6652.832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6654.603027 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6654.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6654.603027 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -6654.603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45513.343750 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45513.34 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45752.863281 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45752.86 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45856.929688 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45856.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45934.261719 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -45934.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45982.820312 Penalty: 602.426697
	Iteration 4F: 3 clusters Score -45982.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46020.558594 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -46020.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46052.570312 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -46052.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46082.824219 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -46082.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -46121.445312 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -46121.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46137.031250 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46137.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46140.742188 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46140.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46142.613281 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46142.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46144.164062 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -46144.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46148.277344 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -46148.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46150.652344 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -46150.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46158.750000 Penalty: 602.426697
	Iteration 15Q: 3 clusters Score -46158.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46163.902344 Penalty: 602.426697
	Iteration 16Q: 3 clusters Score -46163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46167.218750 Penalty: 602.426697
	Iteration 17Q: 3 clusters Score -46167.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46168.773438 Penalty: 602.426697
	Iteration 18Q: 3 clusters Score -46168.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46169.003906 Penalty: 602.426697
	Iteration 19Q: 3 clusters Score -46169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46169.003906 Penalty: 602.426697
	Iteration 20F: 3 clusters Score -46169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12682.606445 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12682.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12375.416016 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12375.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12547.448242 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12547.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12596.987305 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12596.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12691.393555 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -12691.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12799.830078 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -12799.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12855.542969 Penalty: 503.897430
	Iteration 5F: 3 clusters Score -12855.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12871.928711 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12871.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12881.678711 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12881.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12881.678711 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -12881.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 119 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 135 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201944.000000 Penalty: 45943.109375
Splitting cluster 51 changes total score from -58202300.000000 to -58201944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11864.262695 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11864.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11999.371094 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11999.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12110.817383 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12110.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12149.410156 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12149.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12179.435547 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12179.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12195.928711 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12195.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12198.748047 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12198.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12199.488281 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12199.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12199.488281 Penalty: 487.877594
	Iteration 8F: 3 clusters Score -12199.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 77 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201744.000000 Penalty: 45943.109375
Splitting cluster 52 changes total score from -58202300.000000 to -58201744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -11407.876953 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -11407.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11140.499023 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -11140.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11309.037109 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -11309.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11392.529297 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -11392.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11432.730469 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -11432.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11449.154297 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -11449.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11459.547852 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -11459.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11463.874023 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -11463.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11466.304688 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -11466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11469.061523 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -11469.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11471.081055 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -11471.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11474.266602 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -11474.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11477.518555 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -11477.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11477.518555 Penalty: 496.434235
	Iteration 12F: 3 clusters Score -11477.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 83 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58201752.000000 Penalty: 45943.109375
Splitting cluster 53 changes total score from -58202300.000000 to -58201752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -41929.753906 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -41929.75 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 365 members 
Entering Unmasked Estep 
Score: -41316.457031 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -41316.46 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -41534.656250 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -41534.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41597.578125 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -41597.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41629.816406 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -41629.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -41658.992188 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -41658.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41693.519531 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -41693.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41723.066406 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -41723.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41732.812500 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -41732.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41737.093750 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -41737.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41739.785156 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -41739.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41739.898438 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -41739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41739.898438 Penalty: 597.053833
	Iteration 11F: 3 clusters Score -41739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -19932.421875 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -19932.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19565.876953 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19565.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19682.595703 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -19682.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19719.310547 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -19719.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19750.421875 Penalty: 530.434082
	Iteration 3Q: 3 clusters Score -19750.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19754.000000 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -19754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19768.029297 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -19768.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19776.316406 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -19776.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19778.144531 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -19778.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19779.617188 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -19779.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19781.435547 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -19781.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19781.763672 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -19781.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19781.763672 Penalty: 530.434082
	Iteration 11F: 3 clusters Score -19781.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65228.578125 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65228.58 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65554.320312 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65554.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65611.906250 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65611.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65657.492188 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -65657.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65684.578125 Penalty: 638.837341
	Iteration 4Q: 3 clusters Score -65684.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65710.476562 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -65710.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65727.210938 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -65727.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65735.492188 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -65735.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65743.390625 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -65743.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65750.562500 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -65750.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65759.648438 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -65759.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65770.546875 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -65770.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65779.203125 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -65779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65788.460938 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -65788.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65798.625000 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -65798.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65806.195312 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -65806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65812.023438 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -65812.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65816.093750 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -65816.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65821.296875 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -65821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65834.640625 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -65834.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65869.726562 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -65869.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65937.070312 Penalty: 638.837341
	Iteration 21Q: 3 clusters Score -65937.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65973.460938 Penalty: 638.837341
	Iteration 22Q: 3 clusters Score -65973.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65988.929688 Penalty: 638.837341
	Iteration 23Q: 3 clusters Score -65988.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65991.492188 Penalty: 638.837341
	Iteration 24Q: 3 clusters Score -65991.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65993.335938 Penalty: 638.837341
	Iteration 25Q: 3 clusters Score -65993.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65995.625000 Penalty: 638.837341
	Iteration 26Q: 3 clusters Score -65995.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66001.195312 Penalty: 638.837341
	Iteration 27Q: 3 clusters Score -66001.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66020.921875 Penalty: 638.837341
	Iteration 28Q: 3 clusters Score -66020.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66033.320312 Penalty: 638.837341
	Iteration 29Q: 3 clusters Score -66033.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66048.328125 Penalty: 638.837341
	Iteration 30Q: 3 clusters Score -66048.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66054.828125 Penalty: 638.837341
	Iteration 31Q: 3 clusters Score -66054.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66059.234375 Penalty: 638.837341
	Iteration 32Q: 3 clusters Score -66059.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66064.156250 Penalty: 638.837341
	Iteration 33Q: 3 clusters Score -66064.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66067.812500 Penalty: 638.837341
	Iteration 34Q: 3 clusters Score -66067.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66072.929688 Penalty: 638.837341
	Iteration 35Q: 3 clusters Score -66072.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66074.265625 Penalty: 638.837341
	Iteration 36Q: 3 clusters Score -66074.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66077.062500 Penalty: 638.837341
	Iteration 37Q: 3 clusters Score -66077.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66080.578125 Penalty: 638.837341
	Iteration 38Q: 3 clusters Score -66080.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66083.664062 Penalty: 638.837341
	Iteration 39Q: 3 clusters Score -66083.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66087.921875 Penalty: 638.837341
	Iteration 40F: 3 clusters Score -66087.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66095.359375 Penalty: 638.837341
	Iteration 41Q: 3 clusters Score -66095.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -66099.289062 Penalty: 638.837341
	Iteration 42Q: 3 clusters Score -66099.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66105.625000 Penalty: 638.837341
	Iteration 43Q: 3 clusters Score -66105.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66111.437500 Penalty: 638.837341
	Iteration 44Q: 3 clusters Score -66111.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66116.210938 Penalty: 638.837341
	Iteration 45Q: 3 clusters Score -66116.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -66118.375000 Penalty: 638.837341
	Iteration 46Q: 3 clusters Score -66118.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66119.171875 Penalty: 638.837341
	Iteration 47Q: 3 clusters Score -66119.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66119.171875 Penalty: 638.837341
	Iteration 48F: 3 clusters Score -66119.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -19783.552734 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -19783.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19410.431641 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -19410.43 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19624.103516 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -19624.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19730.945312 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -19730.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19855.476562 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -19855.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19962.521484 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -19962.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20101.472656 Penalty: 535.887878
	Iteration 5F: 3 clusters Score -20101.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20307.361328 Penalty: 535.887878
	Iteration 6F: 3 clusters Score -20307.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20419.458984 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -20419.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20572.750000 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -20572.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20572.750000 Penalty: 535.887878
	Iteration 9F: 3 clusters Score -20572.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
Score: -58202484.000000 Penalty: 45943.109375
Splitting cluster 57 changes total score from -58202300.000000 to -58202484.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 58 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9481.037109 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9481.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9229.623047 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9229.623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9429.387695 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9429.388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9506.001953 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9506.002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9617.618164 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -9617.618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9704.239258 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9704.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9759.194336 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9759.194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9815.751953 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9815.752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9815.751953 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -9815.752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Entering Unmasked Estep 
Score: -58202416.000000 Penalty: 46572.468750
Splitting cluster 58 changes total score from -58202300.000000 to -58202416.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 59 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -37180.332031 Penalty: 294.280273
	Iteration 0F: 2 clusters Score -37180.33 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 330 members 
Entering Unmasked Estep 
Score: -36640.566406 Penalty: 588.560547
	Iteration 0F: 3 clusters Score -36640.57 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36905.105469 Penalty: 588.560547
	Iteration 1F: 3 clusters Score -36905.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37002.539062 Penalty: 588.560547
	Iteration 2F: 3 clusters Score -37002.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37062.164062 Penalty: 588.560547
	Iteration 3F: 3 clusters Score -37062.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37112.492188 Penalty: 588.560547
	Iteration 4F: 3 clusters Score -37112.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37133.664062 Penalty: 588.560547
	Iteration 5Q: 3 clusters Score -37133.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37140.671875 Penalty: 588.560547
	Iteration 6Q: 3 clusters Score -37140.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37142.539062 Penalty: 588.560547
	Iteration 7Q: 3 clusters Score -37142.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37146.277344 Penalty: 588.560547
	Iteration 8Q: 3 clusters Score -37146.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37152.929688 Penalty: 588.560547
	Iteration 9Q: 3 clusters Score -37152.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37157.214844 Penalty: 588.560547
	Iteration 10Q: 3 clusters Score -37157.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37165.390625 Penalty: 588.560547
	Iteration 11Q: 3 clusters Score -37165.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37176.117188 Penalty: 588.560547
	Iteration 12Q: 3 clusters Score -37176.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37185.515625 Penalty: 588.560547
	Iteration 13Q: 3 clusters Score -37185.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37198.488281 Penalty: 588.560547
	Iteration 14Q: 3 clusters Score -37198.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37206.800781 Penalty: 588.560547
	Iteration 15Q: 3 clusters Score -37206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37206.800781 Penalty: 588.560547
	Iteration 16F: 3 clusters Score -37206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 170 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 474 members 
Entering Unmasked Estep 
Score: -58202124.000000 Penalty: 47201.824219
Splitting cluster 59 changes total score from -58202300.000000 to -58202124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4910.181641 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4910.182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4947.539551 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4947.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4953.902344 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4953.902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4956.108887 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4956.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4958.165527 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4958.166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4960.126953 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -4960.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4966.285156 Penalty: 406.397644
	Iteration 6Q: 3 clusters Score -4966.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4966.313965 Penalty: 406.397644
	Iteration 7Q: 3 clusters Score -4966.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4966.313965 Penalty: 406.397644
	Iteration 8F: 3 clusters Score -4966.314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19880.898438 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19880.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19975.457031 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19975.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20007.939453 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20007.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20033.191406 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -20033.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20054.105469 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -20054.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20063.447266 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20063.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20074.259766 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20074.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20086.968750 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20086.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20096.111328 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20096.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20108.623047 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20108.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20120.193359 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -20120.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20131.468750 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -20131.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20142.035156 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -20142.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20151.068359 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -20151.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20161.093750 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -20161.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20166.464844 Penalty: 527.164246
	Iteration 15Q: 3 clusters Score -20166.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20170.601562 Penalty: 527.164246
	Iteration 16Q: 3 clusters Score -20170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20172.554688 Penalty: 527.164246
	Iteration 17Q: 3 clusters Score -20172.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20173.031250 Penalty: 527.164246
	Iteration 18Q: 3 clusters Score -20173.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20173.031250 Penalty: 527.164246
	Iteration 19F: 3 clusters Score -20173.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11279.041016 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11279.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10990.029297 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -10990.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11087.001953 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11118.324219 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11118.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11126.872070 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11126.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11134.977539 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11134.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11138.131836 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11138.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11139.802734 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11140.139648 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11140.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11140.139648 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11140.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13256.325195 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13256.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12949.385742 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -12949.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13056.359375 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13056.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13101.866211 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13101.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13134.874023 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -13134.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13148.014648 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13148.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13157.995117 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13162.729492 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13162.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13169.828125 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13169.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13171.334961 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13171.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13172.739258 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13172.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13175.282227 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13175.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13178.079102 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13178.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13180.524414 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -13180.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13183.758789 Penalty: 496.434235
	Iteration 13Q: 3 clusters Score -13183.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13184.896484 Penalty: 496.434235
	Iteration 14Q: 3 clusters Score -13184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13188.353516 Penalty: 496.434235
	Iteration 15Q: 3 clusters Score -13188.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13206.000000 Penalty: 496.434235
	Iteration 16Q: 3 clusters Score -13206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13213.049805 Penalty: 496.434235
	Iteration 17Q: 3 clusters Score -13213.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13219.484375 Penalty: 496.434235
	Iteration 18Q: 3 clusters Score -13219.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13219.484375 Penalty: 496.434235
	Iteration 19F: 3 clusters Score -13219.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12201.375977 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -12201.38 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 165 members 
Entering Unmasked Estep 
Score: -11863.200195 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -11863.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12078.761719 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -12078.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12147.305664 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -12147.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12165.524414 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -12165.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12171.868164 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -12171.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12180.852539 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -12180.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12188.409180 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -12188.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12228.287109 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -12228.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12243.224609 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -12243.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12254.641602 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -12254.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12266.789062 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -12266.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12270.709961 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -12270.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12279.659180 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -12279.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12280.916992 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -12280.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12281.165039 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -12281.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12281.604492 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -12281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12281.604492 Penalty: 525.766357
	Iteration 16F: 3 clusters Score -12281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 189 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 134 members 
Entering Unmasked Estep 
Score: -58202132.000000 Penalty: 47201.824219
Splitting cluster 64 changes total score from -58202300.000000 to -58202132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -15348.399414 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -15348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15018.654297 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -15018.65 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15141.966797 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -15141.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15187.078125 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -15187.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15238.602539 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -15238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15319.963867 Penalty: 502.816223
	Iteration 4F: 3 clusters Score -15319.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15337.307617 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -15337.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15351.255859 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -15351.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15357.677734 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -15357.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15362.500977 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -15362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15362.500977 Penalty: 502.816223
	Iteration 9F: 3 clusters Score -15362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 55 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 387 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 196 members 
Entering Unmasked Estep 
Score: -58202084.000000 Penalty: 47201.824219
Splitting cluster 65 changes total score from -58202300.000000 to -58202084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -11397.861328 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -11397.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11121.021484 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -11121.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11201.495117 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -11201.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11224.906250 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -11224.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11238.006836 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -11238.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11239.892578 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -11239.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11245.951172 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -11245.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11249.140625 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -11249.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11249.878906 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -11249.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11255.850586 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -11255.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11262.916016 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -11262.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11266.070312 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -11266.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11271.413086 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -11271.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11277.387695 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -11277.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11277.387695 Penalty: 476.998962
	Iteration 13F: 3 clusters Score -11277.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -15892.815430 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -15892.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15550.945312 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -15550.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15647.323242 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -15647.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15711.097656 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -15711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15747.895508 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -15747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15774.506836 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -15774.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15781.526367 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -15781.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15783.453125 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -15783.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15784.530273 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -15784.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15786.758789 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -15786.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15788.211914 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -15788.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15788.211914 Penalty: 509.456421
	Iteration 10F: 3 clusters Score -15788.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20145.160156 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20145.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19797.513672 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19797.51 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20316.099609 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -20316.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20401.183594 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -20401.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20435.271484 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -20435.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20482.582031 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -20482.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20538.548828 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -20538.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20552.291016 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -20552.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20559.150391 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -20559.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20568.544922 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -20568.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20569.826172 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -20569.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20570.783203 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -20570.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20570.783203 Penalty: 542.216614
	Iteration 11F: 3 clusters Score -20570.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 86 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 301 members 
Entering Unmasked Estep 
Score: -58202468.000000 Penalty: 47201.824219
Splitting cluster 68 changes total score from -58202300.000000 to -58202468.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 69 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -2760.058105 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -2760.058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2603.442871 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -2603.443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2633.273682 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -2633.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -2638.830811 Penalty: 366.306976
	Iteration 2F: 3 clusters Score -2638.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -35545.722656 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -35545.72 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 276 members 
Entering Unmasked Estep 
Score: -35038.585938 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -35038.59 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35214.910156 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -35214.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35279.863281 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -35279.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35357.933594 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -35357.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35411.511719 Penalty: 576.651123
	Iteration 4F: 3 clusters Score -35411.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35453.546875 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -35453.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35505.910156 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -35505.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35536.812500 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -35536.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35561.128906 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -35561.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35572.894531 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -35572.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35579.554688 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -35579.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35584.378906 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -35584.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35593.847656 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -35593.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35614.835938 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -35614.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35629.890625 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -35629.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35632.160156 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -35632.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35635.257812 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -35635.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35636.804688 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -35636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35636.804688 Penalty: 576.651123
	Iteration 18F: 3 clusters Score -35636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 86 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 240 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 301 members 
Mstep: Class 76 contains 325 members 
Entering Unmasked Estep 
Score: -58202276.000000 Penalty: 47831.183594
Splitting cluster 70 changes total score from -58202300.000000 to -58202276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3796.675049 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3796.675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3653.401611 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3653.402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3665.427979 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3665.428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3671.345215 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3671.345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3698.166504 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3698.167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3703.406982 Penalty: 381.258575
	Iteration 4Q: 3 clusters Score -3703.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3709.522949 Penalty: 381.258575
	Iteration 5Q: 3 clusters Score -3709.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3713.205811 Penalty: 381.258575
	Iteration 6Q: 3 clusters Score -3713.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3713.538086 Penalty: 381.258575
	Iteration 7Q: 3 clusters Score -3713.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3716.156250 Penalty: 381.258575
	Iteration 8Q: 3 clusters Score -3716.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3716.156250 Penalty: 381.258575
	Iteration 9F: 3 clusters Score -3716.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6403.444336 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6403.444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6203.052734 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6203.053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6334.639160 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6334.639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6443.562500 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -6443.562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6453.880859 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6453.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6453.880859 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -6453.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 86 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 36 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 301 members 
Mstep: Class 76 contains 79 members 
Entering Unmasked Estep 
Score: -58202132.000000 Penalty: 47831.183594
Splitting cluster 72 changes total score from -58202300.000000 to -58202132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11583.990234 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11583.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11273.035156 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11273.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11349.010742 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11349.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11408.216797 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11408.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11450.904297 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -11450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11470.001953 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11480.919922 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11480.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11483.073242 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11483.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11483.073242 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -11483.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111673 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 59759 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 128181 members 
Mstep: Class 17 contains 131708 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12132 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 1977 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 197 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 707 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 182 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 644 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 323 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 270 members 
Mstep: Class 68 contains 86 members 
Mstep: Class 69 contains 56 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 58. Lose 510.196442 but Gain 629.355469
Score: -58202720.000000 Penalty: 46572.468750
Iteration 199Q: 75 clusters Score -5.820272e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 31800 members 
Mstep: Class 3 contains 100476 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111645 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 59900 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128174 members 
Mstep: Class 17 contains 131500 members 
Mstep: Class 18 contains 123915 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9120 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11851 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 578 members 
Mstep: Class 29 contains 175 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12144 members 
Mstep: Class 32 contains 2719 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6044 members 
Mstep: Class 44 contains 676 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 708 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 59 contains 646 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 61 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203108.000000 Penalty: 46572.468750
Iteration 200F: 75 clusters Score -5.820311e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 31805 members 
Mstep: Class 3 contains 100416 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72876 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111606 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 60019 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128208 members 
Mstep: Class 17 contains 131287 members 
Mstep: Class 18 contains 123916 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9127 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 933 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 11987 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12134 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14729 members 
Mstep: Class 37 contains 2036 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6046 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 114 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 702 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 636 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 61 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203220.000000 Penalty: 46572.468750
Iteration 201Q: 75 clusters Score -5.820322e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 31820 members 
Mstep: Class 3 contains 100339 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111567 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 60131 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128249 members 
Mstep: Class 17 contains 131113 members 
Mstep: Class 18 contains 123919 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9125 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 930 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 187 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12097 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14727 members 
Mstep: Class 37 contains 2077 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 696 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 630 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203124.000000 Penalty: 46572.468750
Iteration 202Q: 75 clusters Score -5.820312e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 31825 members 
Mstep: Class 3 contains 100257 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111552 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 60267 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128278 members 
Mstep: Class 17 contains 130924 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 927 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12213 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 189 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12089 members 
Mstep: Class 32 contains 2715 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14723 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 694 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 627 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203304.000000 Penalty: 46572.468750
Iteration 203Q: 75 clusters Score -5.82033e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 100172 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111572 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7447 members 
Mstep: Class 11 contains 60387 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128294 members 
Mstep: Class 17 contains 130747 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12321 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12082 members 
Mstep: Class 32 contains 2712 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14720 members 
Mstep: Class 37 contains 2118 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 690 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 627 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203460.000000 Penalty: 46572.468750
Iteration 204Q: 75 clusters Score -5.820346e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 3 contains 100087 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111561 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 60527 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128318 members 
Mstep: Class 17 contains 130564 members 
Mstep: Class 18 contains 123922 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12438 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14718 members 
Mstep: Class 37 contains 2131 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203616.000000 Penalty: 46572.468750
Iteration 205Q: 75 clusters Score -5.820362e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 31855 members 
Mstep: Class 3 contains 99989 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111571 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 60639 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128347 members 
Mstep: Class 17 contains 130394 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9142 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12059 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14715 members 
Mstep: Class 37 contains 2145 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203784.000000 Penalty: 46572.468750
Iteration 206Q: 75 clusters Score -5.820378e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 31862 members 
Mstep: Class 3 contains 99865 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111619 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 60741 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128407 members 
Mstep: Class 17 contains 130212 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12644 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12039 members 
Mstep: Class 32 contains 2712 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14711 members 
Mstep: Class 37 contains 2161 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203952.000000 Penalty: 46572.468750
Iteration 207Q: 75 clusters Score -5.820395e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 31871 members 
Mstep: Class 3 contains 99767 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111646 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 60872 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128467 members 
Mstep: Class 17 contains 129998 members 
Mstep: Class 18 contains 123923 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12767 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12006 members 
Mstep: Class 32 contains 2710 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14708 members 
Mstep: Class 37 contains 2172 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203924.000000 Penalty: 46572.468750
Iteration 208Q: 75 clusters Score -5.820392e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 31883 members 
Mstep: Class 3 contains 99641 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111657 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 60987 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128502 members 
Mstep: Class 17 contains 129818 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 12907 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12004 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14708 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203768.000000 Penalty: 46572.468750
Iteration 209Q: 75 clusters Score -5.820377e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 31900 members 
Mstep: Class 3 contains 99528 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111651 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 61097 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128528 members 
Mstep: Class 17 contains 129635 members 
Mstep: Class 18 contains 123930 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13045 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12029 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 14711 members 
Mstep: Class 37 contains 2200 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203756.000000 Penalty: 46572.468750
Iteration 210Q: 75 clusters Score -5.820376e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 31913 members 
Mstep: Class 3 contains 99422 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111650 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 61180 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128570 members 
Mstep: Class 17 contains 129477 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13155 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12049 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14713 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203876.000000 Penalty: 46572.468750
Iteration 211Q: 75 clusters Score -5.820388e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 31930 members 
Mstep: Class 3 contains 99315 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111630 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7373 members 
Mstep: Class 11 contains 61262 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128600 members 
Mstep: Class 17 contains 129335 members 
Mstep: Class 18 contains 123934 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13254 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12088 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14713 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203852.000000 Penalty: 46572.468750
Iteration 212Q: 75 clusters Score -5.820385e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 31949 members 
Mstep: Class 3 contains 99196 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111627 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7371 members 
Mstep: Class 11 contains 61335 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128624 members 
Mstep: Class 17 contains 129191 members 
Mstep: Class 18 contains 123933 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9159 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12136 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14714 members 
Mstep: Class 37 contains 2243 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203944.000000 Penalty: 46572.468750
Iteration 213Q: 75 clusters Score -5.820394e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 31966 members 
Mstep: Class 3 contains 99105 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111649 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 61397 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128625 members 
Mstep: Class 17 contains 129052 members 
Mstep: Class 18 contains 123930 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13429 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12164 members 
Mstep: Class 32 contains 2702 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14715 members 
Mstep: Class 37 contains 2260 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204032.000000 Penalty: 46572.468750
Iteration 214Q: 75 clusters Score -5.820403e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 31994 members 
Mstep: Class 3 contains 99031 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111630 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 61478 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128606 members 
Mstep: Class 17 contains 128932 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13524 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12194 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14712 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203984.000000 Penalty: 46572.468750
Iteration 215Q: 75 clusters Score -5.820398e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 32024 members 
Mstep: Class 3 contains 98949 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111588 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 61565 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128586 members 
Mstep: Class 17 contains 128834 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9158 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13595 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12236 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14712 members 
Mstep: Class 37 contains 2288 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203968.000000 Penalty: 46572.468750
Iteration 216Q: 75 clusters Score -5.820397e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 32050 members 
Mstep: Class 3 contains 98891 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111530 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7381 members 
Mstep: Class 11 contains 61626 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128550 members 
Mstep: Class 17 contains 128741 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9159 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12276 members 
Mstep: Class 32 contains 2707 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14711 members 
Mstep: Class 37 contains 2306 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203936.000000 Penalty: 46572.468750
Iteration 217Q: 75 clusters Score -5.820394e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 32074 members 
Mstep: Class 3 contains 98863 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111475 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 61673 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128525 members 
Mstep: Class 17 contains 128631 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13785 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12305 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14710 members 
Mstep: Class 37 contains 2326 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58203924.000000 Penalty: 46572.468750
Iteration 218Q: 75 clusters Score -5.820392e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 32099 members 
Mstep: Class 3 contains 98778 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111454 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 61723 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128535 members 
Mstep: Class 17 contains 128517 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 981 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 2708 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14705 members 
Mstep: Class 37 contains 2347 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204100.000000 Penalty: 46572.468750
Iteration 219Q: 75 clusters Score -5.82041e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 32126 members 
Mstep: Class 3 contains 98692 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111441 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 61760 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128526 members 
Mstep: Class 17 contains 128433 members 
Mstep: Class 18 contains 123924 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13930 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12382 members 
Mstep: Class 32 contains 2712 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14701 members 
Mstep: Class 37 contains 2366 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204092.000000 Penalty: 46572.468750
Iteration 220F: 75 clusters Score -5.820409e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 32178 members 
Mstep: Class 3 contains 98618 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111417 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 61801 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128493 members 
Mstep: Class 17 contains 128358 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 13987 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14701 members 
Mstep: Class 37 contains 2387 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204024.000000 Penalty: 46572.468750
Iteration 221Q: 75 clusters Score -5.820402e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 98573 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111375 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 61810 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128508 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 123926 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14036 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 2709 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 2411 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204020.000000 Penalty: 46572.468750
Iteration 222Q: 75 clusters Score -5.820402e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 32239 members 
Mstep: Class 3 contains 98497 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111355 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 61799 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128541 members 
Mstep: Class 17 contains 128246 members 
Mstep: Class 18 contains 123930 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14085 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12447 members 
Mstep: Class 32 contains 2709 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14699 members 
Mstep: Class 37 contains 2447 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204044.000000 Penalty: 46572.468750
Iteration 223Q: 75 clusters Score -5.820404e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159451 members 
Mstep: Class 2 contains 32262 members 
Mstep: Class 3 contains 98440 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111361 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128579 members 
Mstep: Class 17 contains 128210 members 
Mstep: Class 18 contains 123929 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12448 members 
Mstep: Class 32 contains 2710 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 2480 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204164.000000 Penalty: 46572.468750
Iteration 224Q: 75 clusters Score -5.820416e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 32275 members 
Mstep: Class 3 contains 98385 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111322 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7395 members 
Mstep: Class 11 contains 61739 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128629 members 
Mstep: Class 17 contains 128213 members 
Mstep: Class 18 contains 123928 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14156 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12447 members 
Mstep: Class 32 contains 2710 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 2509 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204228.000000 Penalty: 46572.468750
Iteration 225Q: 75 clusters Score -5.820423e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 32286 members 
Mstep: Class 3 contains 98342 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111290 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 61696 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128666 members 
Mstep: Class 17 contains 128213 members 
Mstep: Class 18 contains 123926 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14207 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12450 members 
Mstep: Class 32 contains 2707 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14687 members 
Mstep: Class 37 contains 2534 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204272.000000 Penalty: 46572.468750
Iteration 226Q: 75 clusters Score -5.820427e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 32306 members 
Mstep: Class 3 contains 98327 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111233 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61636 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128703 members 
Mstep: Class 17 contains 128217 members 
Mstep: Class 18 contains 123926 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14269 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12449 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14682 members 
Mstep: Class 37 contains 2555 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204212.000000 Penalty: 46572.468750
Iteration 227Q: 75 clusters Score -5.820421e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 32329 members 
Mstep: Class 3 contains 98301 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111197 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 61602 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128716 members 
Mstep: Class 17 contains 128216 members 
Mstep: Class 18 contains 123925 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14324 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12440 members 
Mstep: Class 32 contains 2707 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14677 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204176.000000 Penalty: 46572.468750
Iteration 228Q: 75 clusters Score -5.820418e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 32354 members 
Mstep: Class 3 contains 98302 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111140 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 61554 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128727 members 
Mstep: Class 17 contains 128203 members 
Mstep: Class 18 contains 123922 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14380 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14671 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204284.000000 Penalty: 46572.468750
Iteration 229Q: 75 clusters Score -5.820428e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 32380 members 
Mstep: Class 3 contains 98293 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111105 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 61511 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128747 members 
Mstep: Class 17 contains 128169 members 
Mstep: Class 18 contains 123920 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14438 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12458 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14662 members 
Mstep: Class 37 contains 2631 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204316.000000 Penalty: 46572.468750
Iteration 230Q: 75 clusters Score -5.820432e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 32409 members 
Mstep: Class 3 contains 98269 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111085 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 61447 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128777 members 
Mstep: Class 17 contains 128159 members 
Mstep: Class 18 contains 123919 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14470 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12468 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14657 members 
Mstep: Class 37 contains 2660 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204324.000000 Penalty: 46572.468750
Iteration 231Q: 75 clusters Score -5.820432e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 32431 members 
Mstep: Class 3 contains 98247 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111063 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 61404 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128790 members 
Mstep: Class 17 contains 128162 members 
Mstep: Class 18 contains 123915 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14489 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14655 members 
Mstep: Class 37 contains 2686 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204368.000000 Penalty: 46572.468750
Iteration 232Q: 75 clusters Score -5.820437e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 32451 members 
Mstep: Class 3 contains 98215 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111066 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 61378 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128787 members 
Mstep: Class 17 contains 128143 members 
Mstep: Class 18 contains 123911 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14508 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12504 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14655 members 
Mstep: Class 37 contains 2707 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204404.000000 Penalty: 46572.468750
Iteration 233Q: 75 clusters Score -5.82044e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 32469 members 
Mstep: Class 3 contains 98190 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111064 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 61342 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128777 members 
Mstep: Class 17 contains 128115 members 
Mstep: Class 18 contains 123908 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14549 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 2695 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14653 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204436.000000 Penalty: 46572.468750
Iteration 234Q: 75 clusters Score -5.820444e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 32489 members 
Mstep: Class 3 contains 98163 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111057 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 61305 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128781 members 
Mstep: Class 17 contains 128074 members 
Mstep: Class 18 contains 123903 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14595 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12576 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14652 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204444.000000 Penalty: 46572.468750
Iteration 235Q: 75 clusters Score -5.820444e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 32506 members 
Mstep: Class 3 contains 98126 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111053 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 61283 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128767 members 
Mstep: Class 17 contains 128042 members 
Mstep: Class 18 contains 123897 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14639 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14651 members 
Mstep: Class 37 contains 2756 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204468.000000 Penalty: 46572.468750
Iteration 236Q: 75 clusters Score -5.820447e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 32519 members 
Mstep: Class 3 contains 98081 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111060 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 61258 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128764 members 
Mstep: Class 17 contains 128001 members 
Mstep: Class 18 contains 123894 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14685 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12652 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14653 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204340.000000 Penalty: 46572.468750
Iteration 237Q: 75 clusters Score -5.820434e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 32524 members 
Mstep: Class 3 contains 98066 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111051 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 61220 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128772 members 
Mstep: Class 17 contains 127980 members 
Mstep: Class 18 contains 123886 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14728 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12684 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14655 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58204280.000000 Penalty: 46572.468750
Iteration 238Q: 75 clusters Score -5.820428e+07 nChanged 553
Entering ConstructFrom: 
Score: -58204280.000000 Penalty: 46572.468750
Entering ConstructFrom: 
Trying to split cluster 1 (159421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Entering Unmasked Estep 
Score: -9527091.000000 Penalty: 545.058289
	Iteration 0F: 2 clusters Score -9527091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -9421849.000000 Penalty: 1090.116577
	Iteration 0F: 3 clusters Score -9421849 nChanged 78157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -9475765.000000 Penalty: 1090.116577
	Iteration 1F: 3 clusters Score -9475765 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -9482380.000000 Penalty: 1090.116577
	Iteration 2F: 3 clusters Score -9482380 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -9490755.000000 Penalty: 1090.116577
	Iteration 3F: 3 clusters Score -9490755 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -9499446.000000 Penalty: 1090.116577
	Iteration 4F: 3 clusters Score -9499446 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129260 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -9506714.000000 Penalty: 1090.116577
	Iteration 5F: 3 clusters Score -9506714 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9512258.000000 Penalty: 1090.116577
	Iteration 6Q: 3 clusters Score -9512258 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136314 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -9515909.000000 Penalty: 1090.116577
	Iteration 7Q: 3 clusters Score -9515909 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -9518093.000000 Penalty: 1090.116577
	Iteration 8Q: 3 clusters Score -9518093 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -9519466.000000 Penalty: 1090.116577
	Iteration 9Q: 3 clusters Score -9519466 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140000 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -9520515.000000 Penalty: 1090.116577
	Iteration 10Q: 3 clusters Score -9520515 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -9521603.000000 Penalty: 1090.116577
	Iteration 11Q: 3 clusters Score -9521603 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -9522634.000000 Penalty: 1090.116577
	Iteration 12Q: 3 clusters Score -9522634 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -9523591.000000 Penalty: 1090.116577
	Iteration 13Q: 3 clusters Score -9523591 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -9524327.000000 Penalty: 1090.116577
	Iteration 14Q: 3 clusters Score -9524327 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -9524933.000000 Penalty: 1090.116577
	Iteration 15Q: 3 clusters Score -9524933 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144266 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9525420.000000 Penalty: 1090.116577
	Iteration 16Q: 3 clusters Score -9525420 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -9525787.000000 Penalty: 1090.116577
	Iteration 17Q: 3 clusters Score -9525787 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -9526080.000000 Penalty: 1090.116577
	Iteration 18Q: 3 clusters Score -9526080 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -9526316.000000 Penalty: 1090.116577
	Iteration 19Q: 3 clusters Score -9526316 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -9526480.000000 Penalty: 1090.116577
	Iteration 20F: 3 clusters Score -9526480 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -9526693.000000 Penalty: 1090.116577
	Iteration 21Q: 3 clusters Score -9526693 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -9526762.000000 Penalty: 1090.116577
	Iteration 22Q: 3 clusters Score -9526762 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -9526822.000000 Penalty: 1090.116577
	Iteration 23Q: 3 clusters Score -9526822 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -9526882.000000 Penalty: 1090.116577
	Iteration 24Q: 3 clusters Score -9526882 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -9526923.000000 Penalty: 1090.116577
	Iteration 25Q: 3 clusters Score -9526923 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -9526930.000000 Penalty: 1090.116577
	Iteration 26Q: 3 clusters Score -9526930 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -9526960.000000 Penalty: 1090.116577
	Iteration 27Q: 3 clusters Score -9526960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -9526937.000000 Penalty: 1090.116577
	Iteration 28Q: 3 clusters Score -9526937 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -9526941.000000 Penalty: 1090.116577
	Iteration 29Q: 3 clusters Score -9526941 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -9526947.000000 Penalty: 1090.116577
	Iteration 30Q: 3 clusters Score -9526947 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -9526955.000000 Penalty: 1090.116577
	Iteration 31Q: 3 clusters Score -9526955 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148609 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -9526954.000000 Penalty: 1090.116577
	Iteration 32Q: 3 clusters Score -9526954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148865 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -9526997.000000 Penalty: 1090.116577
	Iteration 33Q: 3 clusters Score -9526997 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -9526975.000000 Penalty: 1090.116577
	Iteration 34Q: 3 clusters Score -9526975 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -9526949.000000 Penalty: 1090.116577
	Iteration 35Q: 3 clusters Score -9526949 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -9526924.000000 Penalty: 1090.116577
	Iteration 36Q: 3 clusters Score -9526924 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -9526946.000000 Penalty: 1090.116577
	Iteration 37Q: 3 clusters Score -9526946 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -9526966.000000 Penalty: 1090.116577
	Iteration 38Q: 3 clusters Score -9526966 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -9526999.000000 Penalty: 1090.116577
	Iteration 39Q: 3 clusters Score -9526999 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -9527044.000000 Penalty: 1090.116577
	Iteration 40F: 3 clusters Score -9527044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150947 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -9527025.000000 Penalty: 1090.116577
	Iteration 41Q: 3 clusters Score -9527025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -9527046.000000 Penalty: 1090.116577
	Iteration 42Q: 3 clusters Score -9527046 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -9527070.000000 Penalty: 1090.116577
	Iteration 43Q: 3 clusters Score -9527070 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -9527045.000000 Penalty: 1090.116577
	Iteration 44Q: 3 clusters Score -9527045 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -9527053.000000 Penalty: 1090.116577
	Iteration 45Q: 3 clusters Score -9527053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -9527047.000000 Penalty: 1090.116577
	Iteration 46Q: 3 clusters Score -9527047 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -9527068.000000 Penalty: 1090.116577
	Iteration 47Q: 3 clusters Score -9527068 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152561 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -9527056.000000 Penalty: 1090.116577
	Iteration 48Q: 3 clusters Score -9527056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -9527066.000000 Penalty: 1090.116577
	Iteration 49Q: 3 clusters Score -9527066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -9527044.000000 Penalty: 1090.116577
	Iteration 50Q: 3 clusters Score -9527044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9527020.000000 Penalty: 1090.116577
	Iteration 51Q: 3 clusters Score -9527020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -9526987.000000 Penalty: 1090.116577
	Iteration 52Q: 3 clusters Score -9526987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -9526984.000000 Penalty: 1090.116577
	Iteration 53Q: 3 clusters Score -9526984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -9526993.000000 Penalty: 1090.116577
	Iteration 54Q: 3 clusters Score -9526993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -9526977.000000 Penalty: 1090.116577
	Iteration 55Q: 3 clusters Score -9526977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -9526971.000000 Penalty: 1090.116577
	Iteration 56Q: 3 clusters Score -9526971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -9526954.000000 Penalty: 1090.116577
	Iteration 57Q: 3 clusters Score -9526954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9526959.000000 Penalty: 1090.116577
	Iteration 58Q: 3 clusters Score -9526959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -9526945.000000 Penalty: 1090.116577
	Iteration 59Q: 3 clusters Score -9526945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153736 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9526934.000000 Penalty: 1090.116577
	Iteration 60F: 3 clusters Score -9526934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -9526935.000000 Penalty: 1090.116577
	Iteration 61Q: 3 clusters Score -9526935 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -9526944.000000 Penalty: 1090.116577
	Iteration 62Q: 3 clusters Score -9526944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9526925.000000 Penalty: 1090.116577
	Iteration 63Q: 3 clusters Score -9526925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -9526912.000000 Penalty: 1090.116577
	Iteration 64Q: 3 clusters Score -9526912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9526892.000000 Penalty: 1090.116577
	Iteration 65Q: 3 clusters Score -9526892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -9526889.000000 Penalty: 1090.116577
	Iteration 66Q: 3 clusters Score -9526889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9526880.000000 Penalty: 1090.116577
	Iteration 67Q: 3 clusters Score -9526880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9526886.000000 Penalty: 1090.116577
	Iteration 68Q: 3 clusters Score -9526886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9526882.000000 Penalty: 1090.116577
	Iteration 69Q: 3 clusters Score -9526882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9526885.000000 Penalty: 1090.116577
	Iteration 70Q: 3 clusters Score -9526885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -9526881.000000 Penalty: 1090.116577
	Iteration 71Q: 3 clusters Score -9526881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154753 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -9526892.000000 Penalty: 1090.116577
	Iteration 72Q: 3 clusters Score -9526892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -9526897.000000 Penalty: 1090.116577
	Iteration 73Q: 3 clusters Score -9526897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -9526903.000000 Penalty: 1090.116577
	Iteration 74Q: 3 clusters Score -9526903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9526880.000000 Penalty: 1090.116577
	Iteration 75Q: 3 clusters Score -9526880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155069 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -9526888.000000 Penalty: 1090.116577
	Iteration 76Q: 3 clusters Score -9526888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -9526881.000000 Penalty: 1090.116577
	Iteration 77Q: 3 clusters Score -9526881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9526900.000000 Penalty: 1090.116577
	Iteration 78Q: 3 clusters Score -9526900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 1090.116577
	Iteration 79Q: 3 clusters Score -9526918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155464 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9526931.000000 Penalty: 1090.116577
	Iteration 80F: 3 clusters Score -9526931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155587 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9526945.000000 Penalty: 1090.116577
	Iteration 81Q: 3 clusters Score -9526945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9526937.000000 Penalty: 1090.116577
	Iteration 82Q: 3 clusters Score -9526937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155799 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9526949.000000 Penalty: 1090.116577
	Iteration 83Q: 3 clusters Score -9526949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -9526942.000000 Penalty: 1090.116577
	Iteration 84Q: 3 clusters Score -9526942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9526941.000000 Penalty: 1090.116577
	Iteration 85Q: 3 clusters Score -9526941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9526942.000000 Penalty: 1090.116577
	Iteration 86Q: 3 clusters Score -9526942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9526936.000000 Penalty: 1090.116577
	Iteration 87Q: 3 clusters Score -9526936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9526946.000000 Penalty: 1090.116577
	Iteration 88Q: 3 clusters Score -9526946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9526941.000000 Penalty: 1090.116577
	Iteration 89Q: 3 clusters Score -9526941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9526921.000000 Penalty: 1090.116577
	Iteration 90Q: 3 clusters Score -9526921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156488 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 1090.116577
	Iteration 91Q: 3 clusters Score -9526911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156598 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9526916.000000 Penalty: 1090.116577
	Iteration 92Q: 3 clusters Score -9526916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -9526913.000000 Penalty: 1090.116577
	Iteration 93Q: 3 clusters Score -9526913 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156808 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9526926.000000 Penalty: 1090.116577
	Iteration 94Q: 3 clusters Score -9526926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9526923.000000 Penalty: 1090.116577
	Iteration 95Q: 3 clusters Score -9526923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9526919.000000 Penalty: 1090.116577
	Iteration 96Q: 3 clusters Score -9526919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9526925.000000 Penalty: 1090.116577
	Iteration 97Q: 3 clusters Score -9526925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9526942.000000 Penalty: 1090.116577
	Iteration 98Q: 3 clusters Score -9526942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9526934.000000 Penalty: 1090.116577
	Iteration 99Q: 3 clusters Score -9526934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9526925.000000 Penalty: 1090.116577
	Iteration 100F: 3 clusters Score -9526925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9526894.000000 Penalty: 1090.116577
	Iteration 101Q: 3 clusters Score -9526894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9526890.000000 Penalty: 1090.116577
	Iteration 102Q: 3 clusters Score -9526890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9526894.000000 Penalty: 1090.116577
	Iteration 103Q: 3 clusters Score -9526894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9526903.000000 Penalty: 1090.116577
	Iteration 104Q: 3 clusters Score -9526903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9526904.000000 Penalty: 1090.116577
	Iteration 105Q: 3 clusters Score -9526904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9526906.000000 Penalty: 1090.116577
	Iteration 106Q: 3 clusters Score -9526906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 1090.116577
	Iteration 107Q: 3 clusters Score -9526911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9526908.000000 Penalty: 1090.116577
	Iteration 108Q: 3 clusters Score -9526908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9526915.000000 Penalty: 1090.116577
	Iteration 109Q: 3 clusters Score -9526915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9526913.000000 Penalty: 1090.116577
	Iteration 110Q: 3 clusters Score -9526913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9526911.000000 Penalty: 1090.116577
	Iteration 111Q: 3 clusters Score -9526911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9526916.000000 Penalty: 1090.116577
	Iteration 112Q: 3 clusters Score -9526916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9526908.000000 Penalty: 1090.116577
	Iteration 113Q: 3 clusters Score -9526908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9526917.000000 Penalty: 1090.116577
	Iteration 114Q: 3 clusters Score -9526917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9526909.000000 Penalty: 1090.116577
	Iteration 115Q: 3 clusters Score -9526909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9526929.000000 Penalty: 1090.116577
	Iteration 116Q: 3 clusters Score -9526929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9526928.000000 Penalty: 1090.116577
	Iteration 117Q: 3 clusters Score -9526928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9526922.000000 Penalty: 1090.116577
	Iteration 118Q: 3 clusters Score -9526922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9526938.000000 Penalty: 1090.116577
	Iteration 119Q: 3 clusters Score -9526938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9526932.000000 Penalty: 1090.116577
	Iteration 120F: 3 clusters Score -9526932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9526921.000000 Penalty: 1090.116577
	Iteration 121Q: 3 clusters Score -9526921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9526921.000000 Penalty: 1090.116577
	Iteration 122Q: 3 clusters Score -9526921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9526921.000000 Penalty: 1090.116577
	Iteration 123Q: 3 clusters Score -9526921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9526929.000000 Penalty: 1090.116577
	Iteration 124Q: 3 clusters Score -9526929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9526929.000000 Penalty: 1090.116577
	Iteration 125Q: 3 clusters Score -9526929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9526920.000000 Penalty: 1090.116577
	Iteration 126Q: 3 clusters Score -9526920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 1090.116577
	Iteration 127Q: 3 clusters Score -9526918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9526920.000000 Penalty: 1090.116577
	Iteration 128Q: 3 clusters Score -9526920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9526915.000000 Penalty: 1090.116577
	Iteration 129Q: 3 clusters Score -9526915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9526917.000000 Penalty: 1090.116577
	Iteration 130Q: 3 clusters Score -9526917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9526917.000000 Penalty: 1090.116577
	Iteration 131Q: 3 clusters Score -9526917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 1090.116577
	Iteration 132Q: 3 clusters Score -9526918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9526918.000000 Penalty: 1090.116577
	Iteration 133F: 3 clusters Score -9526918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Entering Unmasked Estep 
Score: -1958079.000000 Penalty: 472.738464
	Iteration 0F: 2 clusters Score -1958079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1936512.000000 Penalty: 945.476929
	Iteration 0F: 3 clusters Score -1936512 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1945910.750000 Penalty: 945.476929
	Iteration 1F: 3 clusters Score -1945911 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1946533.875000 Penalty: 945.476929
	Iteration 2Q: 3 clusters Score -1946534 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1947414.250000 Penalty: 945.476929
	Iteration 3F: 3 clusters Score -1947414 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1948709.500000 Penalty: 945.476929
	Iteration 4F: 3 clusters Score -1948710 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1950469.625000 Penalty: 945.476929
	Iteration 5F: 3 clusters Score -1950470 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -1952407.875000 Penalty: 945.476929
	Iteration 6F: 3 clusters Score -1952408 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -1953891.125000 Penalty: 945.476929
	Iteration 7F: 3 clusters Score -1953891 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -1954655.625000 Penalty: 945.476929
	Iteration 8Q: 3 clusters Score -1954656 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -1955030.625000 Penalty: 945.476929
	Iteration 9Q: 3 clusters Score -1955031 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -1955237.625000 Penalty: 945.476929
	Iteration 10Q: 3 clusters Score -1955238 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1955400.000000 Penalty: 945.476929
	Iteration 11Q: 3 clusters Score -1955400 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -1955566.000000 Penalty: 945.476929
	Iteration 12Q: 3 clusters Score -1955566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -1955736.000000 Penalty: 945.476929
	Iteration 13Q: 3 clusters Score -1955736 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -1955923.500000 Penalty: 945.476929
	Iteration 14Q: 3 clusters Score -1955924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -1956136.375000 Penalty: 945.476929
	Iteration 15Q: 3 clusters Score -1956136 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -1956338.500000 Penalty: 945.476929
	Iteration 16Q: 3 clusters Score -1956338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -1956534.875000 Penalty: 945.476929
	Iteration 17Q: 3 clusters Score -1956535 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -1956733.000000 Penalty: 945.476929
	Iteration 18Q: 3 clusters Score -1956733 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -1956913.125000 Penalty: 945.476929
	Iteration 19Q: 3 clusters Score -1956913 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -1957063.750000 Penalty: 945.476929
	Iteration 20F: 3 clusters Score -1957064 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -1957196.625000 Penalty: 945.476929
	Iteration 21Q: 3 clusters Score -1957197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -1957304.500000 Penalty: 945.476929
	Iteration 22Q: 3 clusters Score -1957304 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -1957389.875000 Penalty: 945.476929
	Iteration 23Q: 3 clusters Score -1957390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -1957471.000000 Penalty: 945.476929
	Iteration 24Q: 3 clusters Score -1957471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -1957533.250000 Penalty: 945.476929
	Iteration 25Q: 3 clusters Score -1957533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -1957576.500000 Penalty: 945.476929
	Iteration 26Q: 3 clusters Score -1957576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -1957611.250000 Penalty: 945.476929
	Iteration 27Q: 3 clusters Score -1957611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -1957634.500000 Penalty: 945.476929
	Iteration 28Q: 3 clusters Score -1957634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -1957645.250000 Penalty: 945.476929
	Iteration 29Q: 3 clusters Score -1957645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -1957650.250000 Penalty: 945.476929
	Iteration 30Q: 3 clusters Score -1957650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -1957656.750000 Penalty: 945.476929
	Iteration 31Q: 3 clusters Score -1957657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -1957666.000000 Penalty: 945.476929
	Iteration 32Q: 3 clusters Score -1957666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -1957672.750000 Penalty: 945.476929
	Iteration 33Q: 3 clusters Score -1957673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -1957673.625000 Penalty: 945.476929
	Iteration 34Q: 3 clusters Score -1957674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -1957675.500000 Penalty: 945.476929
	Iteration 35Q: 3 clusters Score -1957676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -1957678.875000 Penalty: 945.476929
	Iteration 36Q: 3 clusters Score -1957679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -1957680.000000 Penalty: 945.476929
	Iteration 37Q: 3 clusters Score -1957680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -1957680.000000 Penalty: 945.476929
	Iteration 38Q: 3 clusters Score -1957680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -1957681.250000 Penalty: 945.476929
	Iteration 39Q: 3 clusters Score -1957681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -1957680.750000 Penalty: 945.476929
	Iteration 40F: 3 clusters Score -1957681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -1957681.125000 Penalty: 945.476929
	Iteration 41Q: 3 clusters Score -1957681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -1957684.625000 Penalty: 945.476929
	Iteration 42Q: 3 clusters Score -1957685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -1957684.625000 Penalty: 945.476929
	Iteration 43Q: 3 clusters Score -1957685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -1957685.250000 Penalty: 945.476929
	Iteration 44Q: 3 clusters Score -1957685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -1957685.250000 Penalty: 945.476929
	Iteration 45F: 3 clusters Score -1957685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Entering Unmasked Estep 
Score: -5880739.000000 Penalty: 522.944458
	Iteration 0F: 2 clusters Score -5880739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5814914.500000 Penalty: 1045.888916
	Iteration 0F: 3 clusters Score -5814914 nChanged 47918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -5843074.000000 Penalty: 1045.888916
	Iteration 1F: 3 clusters Score -5843074 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -5843584.500000 Penalty: 1045.888916
	Iteration 2Q: 3 clusters Score -5843584 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -5844220.000000 Penalty: 1045.888916
	Iteration 3Q: 3 clusters Score -5844220 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -5845104.000000 Penalty: 1045.888916
	Iteration 4Q: 3 clusters Score -5845104 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -5846596.500000 Penalty: 1045.888916
	Iteration 5Q: 3 clusters Score -5846596 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -5849522.500000 Penalty: 1045.888916
	Iteration 6F: 3 clusters Score -5849522 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -5855041.000000 Penalty: 1045.888916
	Iteration 7F: 3 clusters Score -5855041 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -5863917.000000 Penalty: 1045.888916
	Iteration 8F: 3 clusters Score -5863917 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -5873315.500000 Penalty: 1045.888916
	Iteration 9F: 3 clusters Score -5873316 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -5878573.500000 Penalty: 1045.888916
	Iteration 10F: 3 clusters Score -5878574 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -5879925.000000 Penalty: 1045.888916
	Iteration 11Q: 3 clusters Score -5879925 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -5880184.000000 Penalty: 1045.888916
	Iteration 12Q: 3 clusters Score -5880184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -5880247.500000 Penalty: 1045.888916
	Iteration 13Q: 3 clusters Score -5880248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -5880263.000000 Penalty: 1045.888916
	Iteration 14Q: 3 clusters Score -5880263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -5880268.500000 Penalty: 1045.888916
	Iteration 15Q: 3 clusters Score -5880268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -5880279.500000 Penalty: 1045.888916
	Iteration 16Q: 3 clusters Score -5880280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -5880278.000000 Penalty: 1045.888916
	Iteration 17Q: 3 clusters Score -5880278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -5880278.000000 Penalty: 1045.888916
	Iteration 18F: 3 clusters Score -5880278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -192306.265625 Penalty: 368.155090
	Iteration 0F: 2 clusters Score -192306.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -190104.234375 Penalty: 736.310181
	Iteration 0F: 3 clusters Score -190104.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -190868.140625 Penalty: 736.310181
	Iteration 1F: 3 clusters Score -190868.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -190966.640625 Penalty: 736.310181
	Iteration 2F: 3 clusters Score -190966.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -191061.796875 Penalty: 736.310181
	Iteration 3F: 3 clusters Score -191061.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -191137.531250 Penalty: 736.310181
	Iteration 4F: 3 clusters Score -191137.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -191221.890625 Penalty: 736.310181
	Iteration 5Q: 3 clusters Score -191221.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -191337.234375 Penalty: 736.310181
	Iteration 6Q: 3 clusters Score -191337.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -191438.125000 Penalty: 736.310181
	Iteration 7Q: 3 clusters Score -191438.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191520.296875 Penalty: 736.310181
	Iteration 8Q: 3 clusters Score -191520.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -191604.859375 Penalty: 736.310181
	Iteration 9Q: 3 clusters Score -191604.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191680.375000 Penalty: 736.310181
	Iteration 10Q: 3 clusters Score -191680.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191742.171875 Penalty: 736.310181
	Iteration 11Q: 3 clusters Score -191742.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191787.109375 Penalty: 736.310181
	Iteration 12Q: 3 clusters Score -191787.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -191838.125000 Penalty: 736.310181
	Iteration 13Q: 3 clusters Score -191838.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191874.171875 Penalty: 736.310181
	Iteration 14Q: 3 clusters Score -191874.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -191913.937500 Penalty: 736.310181
	Iteration 15Q: 3 clusters Score -191913.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -191938.625000 Penalty: 736.310181
	Iteration 16Q: 3 clusters Score -191938.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -191961.796875 Penalty: 736.310181
	Iteration 17Q: 3 clusters Score -191961.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -191987.046875 Penalty: 736.310181
	Iteration 18Q: 3 clusters Score -191987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -192015.281250 Penalty: 736.310181
	Iteration 19Q: 3 clusters Score -192015.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -192043.078125 Penalty: 736.310181
	Iteration 20F: 3 clusters Score -192043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -192053.406250 Penalty: 736.310181
	Iteration 21Q: 3 clusters Score -192053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -192063.953125 Penalty: 736.310181
	Iteration 22Q: 3 clusters Score -192064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -192069.359375 Penalty: 736.310181
	Iteration 23Q: 3 clusters Score -192069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -192071.421875 Penalty: 736.310181
	Iteration 24Q: 3 clusters Score -192071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -192071.625000 Penalty: 736.310181
	Iteration 25Q: 3 clusters Score -192071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -192072.234375 Penalty: 736.310181
	Iteration 26Q: 3 clusters Score -192072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -192072.468750 Penalty: 736.310181
	Iteration 27Q: 3 clusters Score -192072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -192072.468750 Penalty: 736.310181
	Iteration 28F: 3 clusters Score -192072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Entering Unmasked Estep 
Score: -4373251.000000 Penalty: 509.440796
	Iteration 0F: 2 clusters Score -4373251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4324084.500000 Penalty: 1018.881592
	Iteration 0F: 3 clusters Score -4324084 nChanged 35566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4345060.000000 Penalty: 1018.881592
	Iteration 1F: 3 clusters Score -4345060 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4345754.500000 Penalty: 1018.881592
	Iteration 2Q: 3 clusters Score -4345754 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4346809.000000 Penalty: 1018.881592
	Iteration 3Q: 3 clusters Score -4346809 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -4348376.500000 Penalty: 1018.881592
	Iteration 4F: 3 clusters Score -4348376 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -4350776.500000 Penalty: 1018.881592
	Iteration 5F: 3 clusters Score -4350776 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -4354496.000000 Penalty: 1018.881592
	Iteration 6F: 3 clusters Score -4354496 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -4359549.000000 Penalty: 1018.881592
	Iteration 7F: 3 clusters Score -4359549 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -4365038.500000 Penalty: 1018.881592
	Iteration 8F: 3 clusters Score -4365038 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -4369087.500000 Penalty: 1018.881592
	Iteration 9F: 3 clusters Score -4369088 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -4371308.000000 Penalty: 1018.881592
	Iteration 10Q: 3 clusters Score -4371308 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -4372248.000000 Penalty: 1018.881592
	Iteration 11Q: 3 clusters Score -4372248 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -4372571.500000 Penalty: 1018.881592
	Iteration 12Q: 3 clusters Score -4372572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -4372695.000000 Penalty: 1018.881592
	Iteration 13Q: 3 clusters Score -4372695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -4372740.000000 Penalty: 1018.881592
	Iteration 14Q: 3 clusters Score -4372740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -4372763.000000 Penalty: 1018.881592
	Iteration 15Q: 3 clusters Score -4372763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4372772.500000 Penalty: 1018.881592
	Iteration 16Q: 3 clusters Score -4372772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -4372786.500000 Penalty: 1018.881592
	Iteration 17Q: 3 clusters Score -4372786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -4372794.500000 Penalty: 1018.881592
	Iteration 18Q: 3 clusters Score -4372794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -4372802.500000 Penalty: 1018.881592
	Iteration 19Q: 3 clusters Score -4372802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -4372806.500000 Penalty: 1018.881592
	Iteration 20F: 3 clusters Score -4372806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -4372811.500000 Penalty: 1018.881592
	Iteration 21Q: 3 clusters Score -4372812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -4372812.500000 Penalty: 1018.881592
	Iteration 22Q: 3 clusters Score -4372812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -4372816.500000 Penalty: 1018.881592
	Iteration 23Q: 3 clusters Score -4372816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -4372819.000000 Penalty: 1018.881592
	Iteration 24Q: 3 clusters Score -4372819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -4372819.000000 Penalty: 1018.881592
	Iteration 25F: 3 clusters Score -4372819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -7486.346680 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -7486.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7098.073730 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -7098.074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7243.584473 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -7243.584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7353.546387 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -7353.546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7417.239746 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -7417.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7444.227539 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -7444.228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7467.207031 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -7467.207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7472.608887 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -7472.609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7473.805176 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -7473.805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7477.293457 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -7477.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7477.710938 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -7477.711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7477.710938 Penalty: 537.387939
	Iteration 10F: 3 clusters Score -7477.711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -23229.085938 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -23229.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22860.656250 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -22860.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22987.435547 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -22987.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23053.181641 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -23053.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23094.523438 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -23094.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23144.083984 Penalty: 533.071899
	Iteration 4F: 3 clusters Score -23144.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23197.699219 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -23197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23240.554688 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -23240.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23268.843750 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -23268.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23295.572266 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -23295.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23300.339844 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -23300.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23304.025391 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -23304.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23315.703125 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -23315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23319.589844 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -23319.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23321.458984 Penalty: 533.071899
	Iteration 13Q: 3 clusters Score -23321.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23324.933594 Penalty: 533.071899
	Iteration 14Q: 3 clusters Score -23324.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23343.130859 Penalty: 533.071899
	Iteration 15Q: 3 clusters Score -23343.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23354.154297 Penalty: 533.071899
	Iteration 16Q: 3 clusters Score -23354.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23361.308594 Penalty: 533.071899
	Iteration 17F: 3 clusters Score -23361.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23370.873047 Penalty: 533.071899
	Iteration 18Q: 3 clusters Score -23370.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23375.417969 Penalty: 533.071899
	Iteration 19Q: 3 clusters Score -23375.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23377.726562 Penalty: 533.071899
	Iteration 20F: 3 clusters Score -23377.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23387.212891 Penalty: 533.071899
	Iteration 21Q: 3 clusters Score -23387.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23416.490234 Penalty: 533.071899
	Iteration 22Q: 3 clusters Score -23416.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23449.363281 Penalty: 533.071899
	Iteration 23Q: 3 clusters Score -23449.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23452.074219 Penalty: 533.071899
	Iteration 24Q: 3 clusters Score -23452.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23453.847656 Penalty: 533.071899
	Iteration 25Q: 3 clusters Score -23453.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23458.013672 Penalty: 533.071899
	Iteration 26Q: 3 clusters Score -23458.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23459.976562 Penalty: 533.071899
	Iteration 27Q: 3 clusters Score -23459.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23459.976562 Penalty: 533.071899
	Iteration 28F: 3 clusters Score -23459.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 115 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 235 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
Score: -58204204.000000 Penalty: 47201.824219
Splitting cluster 7 changes total score from -58204280.000000 to -58204204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Entering Unmasked Estep 
Score: -6666493.000000 Penalty: 528.604126
	Iteration 0F: 2 clusters Score -6666493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -6593015.500000 Penalty: 1057.208252
	Iteration 0F: 3 clusters Score -6593016 nChanged 54354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -6626135.000000 Penalty: 1057.208252
	Iteration 1F: 3 clusters Score -6626135 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -6628777.500000 Penalty: 1057.208252
	Iteration 2F: 3 clusters Score -6628778 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -6632890.500000 Penalty: 1057.208252
	Iteration 3F: 3 clusters Score -6632890 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -6638769.500000 Penalty: 1057.208252
	Iteration 4F: 3 clusters Score -6638770 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -6645358.000000 Penalty: 1057.208252
	Iteration 5F: 3 clusters Score -6645358 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -6649657.000000 Penalty: 1057.208252
	Iteration 6F: 3 clusters Score -6649657 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -6651221.500000 Penalty: 1057.208252
	Iteration 7Q: 3 clusters Score -6651222 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -6651984.000000 Penalty: 1057.208252
	Iteration 8Q: 3 clusters Score -6651984 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -6652498.500000 Penalty: 1057.208252
	Iteration 9Q: 3 clusters Score -6652498 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -6653064.000000 Penalty: 1057.208252
	Iteration 10Q: 3 clusters Score -6653064 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -6653636.500000 Penalty: 1057.208252
	Iteration 11Q: 3 clusters Score -6653636 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -6654269.500000 Penalty: 1057.208252
	Iteration 12Q: 3 clusters Score -6654270 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -6654997.000000 Penalty: 1057.208252
	Iteration 13Q: 3 clusters Score -6654997 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -6655843.500000 Penalty: 1057.208252
	Iteration 14Q: 3 clusters Score -6655844 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -6656741.000000 Penalty: 1057.208252
	Iteration 15Q: 3 clusters Score -6656741 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -6657667.500000 Penalty: 1057.208252
	Iteration 16Q: 3 clusters Score -6657668 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -6658608.000000 Penalty: 1057.208252
	Iteration 17Q: 3 clusters Score -6658608 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -6659493.000000 Penalty: 1057.208252
	Iteration 18Q: 3 clusters Score -6659493 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -6660336.000000 Penalty: 1057.208252
	Iteration 19Q: 3 clusters Score -6660336 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -6661070.000000 Penalty: 1057.208252
	Iteration 20F: 3 clusters Score -6661070 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -6661789.000000 Penalty: 1057.208252
	Iteration 21Q: 3 clusters Score -6661789 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -6662336.500000 Penalty: 1057.208252
	Iteration 22Q: 3 clusters Score -6662336 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -6662921.500000 Penalty: 1057.208252
	Iteration 23Q: 3 clusters Score -6662922 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -6663455.000000 Penalty: 1057.208252
	Iteration 24Q: 3 clusters Score -6663455 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -6663912.000000 Penalty: 1057.208252
	Iteration 25Q: 3 clusters Score -6663912 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -6664280.000000 Penalty: 1057.208252
	Iteration 26Q: 3 clusters Score -6664280 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -6664713.500000 Penalty: 1057.208252
	Iteration 27Q: 3 clusters Score -6664714 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -6665119.500000 Penalty: 1057.208252
	Iteration 28Q: 3 clusters Score -6665120 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -6665510.000000 Penalty: 1057.208252
	Iteration 29Q: 3 clusters Score -6665510 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -6665853.000000 Penalty: 1057.208252
	Iteration 30Q: 3 clusters Score -6665853 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -6666150.000000 Penalty: 1057.208252
	Iteration 31Q: 3 clusters Score -6666150 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -6666417.000000 Penalty: 1057.208252
	Iteration 32Q: 3 clusters Score -6666417 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -6666704.000000 Penalty: 1057.208252
	Iteration 33Q: 3 clusters Score -6666704 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -6666965.500000 Penalty: 1057.208252
	Iteration 34Q: 3 clusters Score -6666966 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -6667119.000000 Penalty: 1057.208252
	Iteration 35Q: 3 clusters Score -6667119 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -6667144.500000 Penalty: 1057.208252
	Iteration 36Q: 3 clusters Score -6667144 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -6667089.000000 Penalty: 1057.208252
	Iteration 37Q: 3 clusters Score -6667089 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -6667136.000000 Penalty: 1057.208252
	Iteration 38Q: 3 clusters Score -6667136 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -6667091.000000 Penalty: 1057.208252
	Iteration 39Q: 3 clusters Score -6667091 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -6667110.500000 Penalty: 1057.208252
	Iteration 40F: 3 clusters Score -6667110 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -6667086.500000 Penalty: 1057.208252
	Iteration 41Q: 3 clusters Score -6667086 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -6667004.500000 Penalty: 1057.208252
	Iteration 42Q: 3 clusters Score -6667004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -6666917.000000 Penalty: 1057.208252
	Iteration 43Q: 3 clusters Score -6666917 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -6666867.000000 Penalty: 1057.208252
	Iteration 44Q: 3 clusters Score -6666867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -6666803.000000 Penalty: 1057.208252
	Iteration 45Q: 3 clusters Score -6666803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -6666769.000000 Penalty: 1057.208252
	Iteration 46Q: 3 clusters Score -6666769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -6666750.000000 Penalty: 1057.208252
	Iteration 47Q: 3 clusters Score -6666750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -6666706.500000 Penalty: 1057.208252
	Iteration 48Q: 3 clusters Score -6666706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -6666663.000000 Penalty: 1057.208252
	Iteration 49Q: 3 clusters Score -6666663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -6666637.000000 Penalty: 1057.208252
	Iteration 50Q: 3 clusters Score -6666637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -6666641.500000 Penalty: 1057.208252
	Iteration 51Q: 3 clusters Score -6666642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -6666619.500000 Penalty: 1057.208252
	Iteration 52Q: 3 clusters Score -6666620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -6666581.000000 Penalty: 1057.208252
	Iteration 53Q: 3 clusters Score -6666581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -6666579.500000 Penalty: 1057.208252
	Iteration 54Q: 3 clusters Score -6666580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -6666570.500000 Penalty: 1057.208252
	Iteration 55Q: 3 clusters Score -6666570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -6666566.500000 Penalty: 1057.208252
	Iteration 56Q: 3 clusters Score -6666566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -6666560.000000 Penalty: 1057.208252
	Iteration 57Q: 3 clusters Score -6666560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -6666553.500000 Penalty: 1057.208252
	Iteration 58Q: 3 clusters Score -6666554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -6666543.000000 Penalty: 1057.208252
	Iteration 59Q: 3 clusters Score -6666543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -6666543.500000 Penalty: 1057.208252
	Iteration 60F: 3 clusters Score -6666544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -6666535.500000 Penalty: 1057.208252
	Iteration 61Q: 3 clusters Score -6666536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -6666527.000000 Penalty: 1057.208252
	Iteration 62Q: 3 clusters Score -6666527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -6666515.000000 Penalty: 1057.208252
	Iteration 63Q: 3 clusters Score -6666515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -6666511.000000 Penalty: 1057.208252
	Iteration 64Q: 3 clusters Score -6666511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -6666504.000000 Penalty: 1057.208252
	Iteration 65Q: 3 clusters Score -6666504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -6666500.000000 Penalty: 1057.208252
	Iteration 66Q: 3 clusters Score -6666500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -6666502.000000 Penalty: 1057.208252
	Iteration 67Q: 3 clusters Score -6666502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -6666505.000000 Penalty: 1057.208252
	Iteration 68Q: 3 clusters Score -6666505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -6666505.000000 Penalty: 1057.208252
	Iteration 69Q: 3 clusters Score -6666505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -6666505.000000 Penalty: 1057.208252
	Iteration 70F: 3 clusters Score -6666505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 110680 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
Score: -58204248.000000 Penalty: 47201.824219
Splitting cluster 8 changes total score from -58204280.000000 to -58204248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14573.323242 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14573.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14707.643555 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14707.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14773.942383 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14773.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14815.855469 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14815.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14855.308594 Penalty: 506.371338
	Iteration 4F: 3 clusters Score -14855.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14868.252930 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14868.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14871.351562 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14871.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14872.029297 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14872.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14872.219727 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14872.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14872.995117 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14872.995117 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -14873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -430238.125000 Penalty: 405.431641
	Iteration 0F: 2 clusters Score -430238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -425245.625000 Penalty: 810.863281
	Iteration 0F: 3 clusters Score -425245.6 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -427193.406250 Penalty: 810.863281
	Iteration 1F: 3 clusters Score -427193.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -427344.593750 Penalty: 810.863281
	Iteration 2Q: 3 clusters Score -427344.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -427524.656250 Penalty: 810.863281
	Iteration 3F: 3 clusters Score -427524.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -427735.531250 Penalty: 810.863281
	Iteration 4F: 3 clusters Score -427735.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -427952.375000 Penalty: 810.863281
	Iteration 5F: 3 clusters Score -427952.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -428211.031250 Penalty: 810.863281
	Iteration 6F: 3 clusters Score -428211 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -428520.093750 Penalty: 810.863281
	Iteration 7F: 3 clusters Score -428520.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -428744.625000 Penalty: 810.863281
	Iteration 8F: 3 clusters Score -428744.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -428840.531250 Penalty: 810.863281
	Iteration 9Q: 3 clusters Score -428840.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -428895.250000 Penalty: 810.863281
	Iteration 10Q: 3 clusters Score -428895.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -428931.781250 Penalty: 810.863281
	Iteration 11Q: 3 clusters Score -428931.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -428964.906250 Penalty: 810.863281
	Iteration 12Q: 3 clusters Score -428964.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -428999.187500 Penalty: 810.863281
	Iteration 13Q: 3 clusters Score -428999.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -429029.156250 Penalty: 810.863281
	Iteration 14Q: 3 clusters Score -429029.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -429054.687500 Penalty: 810.863281
	Iteration 15Q: 3 clusters Score -429054.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429086.312500 Penalty: 810.863281
	Iteration 16Q: 3 clusters Score -429086.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -429119.250000 Penalty: 810.863281
	Iteration 17Q: 3 clusters Score -429119.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -429153.406250 Penalty: 810.863281
	Iteration 18Q: 3 clusters Score -429153.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -429177.625000 Penalty: 810.863281
	Iteration 19Q: 3 clusters Score -429177.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -429197.781250 Penalty: 810.863281
	Iteration 20F: 3 clusters Score -429197.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -429219.750000 Penalty: 810.863281
	Iteration 21Q: 3 clusters Score -429219.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -429242.406250 Penalty: 810.863281
	Iteration 22Q: 3 clusters Score -429242.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -429257.812500 Penalty: 810.863281
	Iteration 23Q: 3 clusters Score -429257.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -429273.281250 Penalty: 810.863281
	Iteration 24Q: 3 clusters Score -429273.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -429287.937500 Penalty: 810.863281
	Iteration 25Q: 3 clusters Score -429287.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -429301.187500 Penalty: 810.863281
	Iteration 26Q: 3 clusters Score -429301.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -429315.531250 Penalty: 810.863281
	Iteration 27Q: 3 clusters Score -429315.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -429330.968750 Penalty: 810.863281
	Iteration 28Q: 3 clusters Score -429331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -429347.812500 Penalty: 810.863281
	Iteration 29Q: 3 clusters Score -429347.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -429365.437500 Penalty: 810.863281
	Iteration 30Q: 3 clusters Score -429365.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -429387.218750 Penalty: 810.863281
	Iteration 31Q: 3 clusters Score -429387.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -429412.250000 Penalty: 810.863281
	Iteration 32Q: 3 clusters Score -429412.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429440.375000 Penalty: 810.863281
	Iteration 33Q: 3 clusters Score -429440.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -429469.312500 Penalty: 810.863281
	Iteration 34Q: 3 clusters Score -429469.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -429490.093750 Penalty: 810.863281
	Iteration 35Q: 3 clusters Score -429490.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -429514.093750 Penalty: 810.863281
	Iteration 36Q: 3 clusters Score -429514.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -429536.718750 Penalty: 810.863281
	Iteration 37Q: 3 clusters Score -429536.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -429559.437500 Penalty: 810.863281
	Iteration 38Q: 3 clusters Score -429559.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -429584.843750 Penalty: 810.863281
	Iteration 39Q: 3 clusters Score -429584.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -429605.750000 Penalty: 810.863281
	Iteration 40F: 3 clusters Score -429605.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -429634.187500 Penalty: 810.863281
	Iteration 41Q: 3 clusters Score -429634.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -429656.625000 Penalty: 810.863281
	Iteration 42Q: 3 clusters Score -429656.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -429675.656250 Penalty: 810.863281
	Iteration 43Q: 3 clusters Score -429675.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -429696.437500 Penalty: 810.863281
	Iteration 44Q: 3 clusters Score -429696.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -429713.125000 Penalty: 810.863281
	Iteration 45Q: 3 clusters Score -429713.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -429733.500000 Penalty: 810.863281
	Iteration 46Q: 3 clusters Score -429733.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -429755.437500 Penalty: 810.863281
	Iteration 47Q: 3 clusters Score -429755.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -429770.093750 Penalty: 810.863281
	Iteration 48Q: 3 clusters Score -429770.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -429779.625000 Penalty: 810.863281
	Iteration 49Q: 3 clusters Score -429779.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -429788.156250 Penalty: 810.863281
	Iteration 50Q: 3 clusters Score -429788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -429795.500000 Penalty: 810.863281
	Iteration 51Q: 3 clusters Score -429795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -429804.406250 Penalty: 810.863281
	Iteration 52Q: 3 clusters Score -429804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -429812.468750 Penalty: 810.863281
	Iteration 53Q: 3 clusters Score -429812.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -429821.781250 Penalty: 810.863281
	Iteration 54Q: 3 clusters Score -429821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -429829.062500 Penalty: 810.863281
	Iteration 55Q: 3 clusters Score -429829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -429837.343750 Penalty: 810.863281
	Iteration 56Q: 3 clusters Score -429837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -429846.156250 Penalty: 810.863281
	Iteration 57Q: 3 clusters Score -429846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -429849.250000 Penalty: 810.863281
	Iteration 58Q: 3 clusters Score -429849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -429852.250000 Penalty: 810.863281
	Iteration 59Q: 3 clusters Score -429852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -429852.843750 Penalty: 810.863281
	Iteration 60F: 3 clusters Score -429852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -429855.093750 Penalty: 810.863281
	Iteration 61Q: 3 clusters Score -429855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -429855.593750 Penalty: 810.863281
	Iteration 62Q: 3 clusters Score -429855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -429857.281250 Penalty: 810.863281
	Iteration 63Q: 3 clusters Score -429857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -429859.875000 Penalty: 810.863281
	Iteration 64Q: 3 clusters Score -429859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -429861.156250 Penalty: 810.863281
	Iteration 65Q: 3 clusters Score -429861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -429862.875000 Penalty: 810.863281
	Iteration 66Q: 3 clusters Score -429862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -429863.375000 Penalty: 810.863281
	Iteration 67Q: 3 clusters Score -429863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -429864.375000 Penalty: 810.863281
	Iteration 68Q: 3 clusters Score -429864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -429867.875000 Penalty: 810.863281
	Iteration 69Q: 3 clusters Score -429867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -429870.437500 Penalty: 810.863281
	Iteration 70Q: 3 clusters Score -429870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -429873.687500 Penalty: 810.863281
	Iteration 71Q: 3 clusters Score -429873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -429874.656250 Penalty: 810.863281
	Iteration 72Q: 3 clusters Score -429874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -429877.500000 Penalty: 810.863281
	Iteration 73Q: 3 clusters Score -429877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -429879.687500 Penalty: 810.863281
	Iteration 74Q: 3 clusters Score -429879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -429883.000000 Penalty: 810.863281
	Iteration 75Q: 3 clusters Score -429883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -429886.312500 Penalty: 810.863281
	Iteration 76Q: 3 clusters Score -429886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -429887.750000 Penalty: 810.863281
	Iteration 77Q: 3 clusters Score -429887.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -429890.875000 Penalty: 810.863281
	Iteration 78Q: 3 clusters Score -429890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -429893.906250 Penalty: 810.863281
	Iteration 79Q: 3 clusters Score -429893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -429897.437500 Penalty: 810.863281
	Iteration 80F: 3 clusters Score -429897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -429898.281250 Penalty: 810.863281
	Iteration 81Q: 3 clusters Score -429898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -429898.562500 Penalty: 810.863281
	Iteration 82Q: 3 clusters Score -429898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -429898.875000 Penalty: 810.863281
	Iteration 83Q: 3 clusters Score -429898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -429900.281250 Penalty: 810.863281
	Iteration 84Q: 3 clusters Score -429900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -429902.218750 Penalty: 810.863281
	Iteration 85Q: 3 clusters Score -429902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -429902.531250 Penalty: 810.863281
	Iteration 86Q: 3 clusters Score -429902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -429903.000000 Penalty: 810.863281
	Iteration 87Q: 3 clusters Score -429903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -429903.656250 Penalty: 810.863281
	Iteration 88Q: 3 clusters Score -429903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -429904.218750 Penalty: 810.863281
	Iteration 89Q: 3 clusters Score -429904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -429903.968750 Penalty: 810.863281
	Iteration 90Q: 3 clusters Score -429904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -429903.968750 Penalty: 810.863281
	Iteration 91F: 3 clusters Score -429904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Entering Unmasked Estep 
Score: -3761850.500000 Penalty: 501.484650
	Iteration 0F: 2 clusters Score -3761850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3720670.000000 Penalty: 1002.969299
	Iteration 0F: 3 clusters Score -3720670 nChanged 29796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3738749.250000 Penalty: 1002.969299
	Iteration 1F: 3 clusters Score -3738749 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3739473.750000 Penalty: 1002.969299
	Iteration 2Q: 3 clusters Score -3739474 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3740437.000000 Penalty: 1002.969299
	Iteration 3Q: 3 clusters Score -3740437 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3741960.000000 Penalty: 1002.969299
	Iteration 4Q: 3 clusters Score -3741960 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3744515.750000 Penalty: 1002.969299
	Iteration 5F: 3 clusters Score -3744516 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3748392.250000 Penalty: 1002.969299
	Iteration 6F: 3 clusters Score -3748392 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3753321.750000 Penalty: 1002.969299
	Iteration 7F: 3 clusters Score -3753322 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3757653.750000 Penalty: 1002.969299
	Iteration 8F: 3 clusters Score -3757654 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3759998.250000 Penalty: 1002.969299
	Iteration 9Q: 3 clusters Score -3759998 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3760918.250000 Penalty: 1002.969299
	Iteration 10Q: 3 clusters Score -3760918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3761219.000000 Penalty: 1002.969299
	Iteration 11Q: 3 clusters Score -3761219 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3761323.000000 Penalty: 1002.969299
	Iteration 12Q: 3 clusters Score -3761323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3761364.000000 Penalty: 1002.969299
	Iteration 13Q: 3 clusters Score -3761364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3761387.000000 Penalty: 1002.969299
	Iteration 14Q: 3 clusters Score -3761387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3761403.750000 Penalty: 1002.969299
	Iteration 15Q: 3 clusters Score -3761404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3761408.500000 Penalty: 1002.969299
	Iteration 16Q: 3 clusters Score -3761408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3761418.500000 Penalty: 1002.969299
	Iteration 17Q: 3 clusters Score -3761418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3761421.250000 Penalty: 1002.969299
	Iteration 18Q: 3 clusters Score -3761421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3761421.250000 Penalty: 1002.969299
	Iteration 19F: 3 clusters Score -3761421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -81748.781250 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -81748.78 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 704 members 
Entering Unmasked Estep 
Score: -80739.171875 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -80739.17 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -81084.320312 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -81084.32 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -81227.867188 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -81227.87 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81331.921875 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -81331.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -81400.828125 Penalty: 654.007996
	Iteration 4F: 3 clusters Score -81400.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81444.328125 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -81444.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -81464.617188 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -81464.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -81492.851562 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -81492.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -81514.906250 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -81514.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -81561.226562 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -81561.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -81621.906250 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -81621.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -81664.539062 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -81664.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -81686.421875 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -81686.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -81701.820312 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -81701.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -81718.109375 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -81718.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -81730.375000 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -81730.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -81738.117188 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -81738.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -81745.687500 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -81745.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -81751.765625 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -81751.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -81756.945312 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -81756.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -81760.664062 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -81760.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -81763.921875 Penalty: 654.007996
	Iteration 21Q: 3 clusters Score -81763.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -81770.828125 Penalty: 654.007996
	Iteration 22Q: 3 clusters Score -81770.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -81777.718750 Penalty: 654.007996
	Iteration 23Q: 3 clusters Score -81777.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -81784.273438 Penalty: 654.007996
	Iteration 24Q: 3 clusters Score -81784.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -81790.242188 Penalty: 654.007996
	Iteration 25Q: 3 clusters Score -81790.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -81795.906250 Penalty: 654.007996
	Iteration 26Q: 3 clusters Score -81795.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81799.460938 Penalty: 654.007996
	Iteration 27Q: 3 clusters Score -81799.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -81801.890625 Penalty: 654.007996
	Iteration 28Q: 3 clusters Score -81801.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -81803.820312 Penalty: 654.007996
	Iteration 29Q: 3 clusters Score -81803.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81807.203125 Penalty: 654.007996
	Iteration 30Q: 3 clusters Score -81807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81809.914062 Penalty: 654.007996
	Iteration 31Q: 3 clusters Score -81809.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -81812.992188 Penalty: 654.007996
	Iteration 32Q: 3 clusters Score -81812.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -81816.812500 Penalty: 654.007996
	Iteration 33Q: 3 clusters Score -81816.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -81819.039062 Penalty: 654.007996
	Iteration 34Q: 3 clusters Score -81819.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -81819.398438 Penalty: 654.007996
	Iteration 35Q: 3 clusters Score -81819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -81819.914062 Penalty: 654.007996
	Iteration 36Q: 3 clusters Score -81819.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -81820.351562 Penalty: 654.007996
	Iteration 37Q: 3 clusters Score -81820.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -81820.445312 Penalty: 654.007996
	Iteration 38Q: 3 clusters Score -81820.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -81820.445312 Penalty: 654.007996
	Iteration 39F: 3 clusters Score -81820.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 741 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
Score: -58204180.000000 Penalty: 47201.824219
Splitting cluster 12 changes total score from -58204280.000000 to -58204180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -61935.082031 Penalty: 316.954102
	Iteration 0F: 2 clusters Score -61935.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61079.496094 Penalty: 633.908203
	Iteration 0F: 3 clusters Score -61079.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61352.894531 Penalty: 633.908203
	Iteration 1F: 3 clusters Score -61352.89 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61451.375000 Penalty: 633.908203
	Iteration 2F: 3 clusters Score -61451.38 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61565.125000 Penalty: 633.908203
	Iteration 3F: 3 clusters Score -61565.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61627.871094 Penalty: 633.908203
	Iteration 4F: 3 clusters Score -61627.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61673.195312 Penalty: 633.908203
	Iteration 5Q: 3 clusters Score -61673.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61692.789062 Penalty: 633.908203
	Iteration 6Q: 3 clusters Score -61692.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61703.156250 Penalty: 633.908203
	Iteration 7Q: 3 clusters Score -61703.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61716.464844 Penalty: 633.908203
	Iteration 8Q: 3 clusters Score -61716.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61729.492188 Penalty: 633.908203
	Iteration 9Q: 3 clusters Score -61729.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61750.500000 Penalty: 633.908203
	Iteration 10Q: 3 clusters Score -61750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61760.144531 Penalty: 633.908203
	Iteration 11Q: 3 clusters Score -61760.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61764.746094 Penalty: 633.908203
	Iteration 12Q: 3 clusters Score -61764.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61769.339844 Penalty: 633.908203
	Iteration 13Q: 3 clusters Score -61769.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61770.882812 Penalty: 633.908203
	Iteration 14Q: 3 clusters Score -61770.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61771.511719 Penalty: 633.908203
	Iteration 15Q: 3 clusters Score -61771.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61771.980469 Penalty: 633.908203
	Iteration 16Q: 3 clusters Score -61771.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61772.191406 Penalty: 633.908203
	Iteration 17Q: 3 clusters Score -61772.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61772.406250 Penalty: 633.908203
	Iteration 18Q: 3 clusters Score -61772.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61772.406250 Penalty: 633.908203
	Iteration 19F: 3 clusters Score -61772.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 341 members 
Entering Unmasked Estep 
Score: -37607.527344 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37607.53 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37744.070312 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37744.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37791.687500 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37791.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37812.269531 Penalty: 590.931580
	Iteration 3F: 3 clusters Score -37812.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37822.921875 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37822.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37833.894531 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37833.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37841.363281 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37841.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37853.808594 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37853.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37859.464844 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37859.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37864.859375 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37864.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37866.082031 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37866.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37868.035156 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37868.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37872.820312 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37872.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37877.312500 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37877.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37878.437500 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37878.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37881.800781 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -37881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37883.406250 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -37883.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37884.328125 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -37884.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37885.226562 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -37885.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37885.609375 Penalty: 590.931580
	Iteration 19Q: 3 clusters Score -37885.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37885.609375 Penalty: 590.931580
	Iteration 20F: 3 clusters Score -37885.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 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 129 members 
Entering Unmasked Estep 
Score: -16689.066406 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16689.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16785.507812 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16785.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16816.945312 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16816.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16841.363281 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -16841.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16865.574219 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16865.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16911.753906 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16911.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16945.339844 Penalty: 515.644836
	Iteration 6F: 3 clusters Score -16945.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16953.582031 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16953.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16960.578125 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -16960.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16969.824219 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -16969.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16977.673828 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -16977.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16986.783203 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -16986.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16991.224609 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -16991.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16991.224609 Penalty: 515.644836
	Iteration 13F: 3 clusters Score -16991.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128776 members 
Entering Unmasked Estep 
Score: -7686283.000000 Penalty: 535.345276
	Iteration 0F: 2 clusters Score -7686283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -7604028.000000 Penalty: 1070.690552
	Iteration 0F: 3 clusters Score -7604028 nChanged 62930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -7642139.500000 Penalty: 1070.690552
	Iteration 1F: 3 clusters Score -7642140 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -7643478.000000 Penalty: 1070.690552
	Iteration 2Q: 3 clusters Score -7643478 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -7645184.000000 Penalty: 1070.690552
	Iteration 3Q: 3 clusters Score -7645184 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -7647790.500000 Penalty: 1070.690552
	Iteration 4Q: 3 clusters Score -7647790 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -7652167.500000 Penalty: 1070.690552
	Iteration 5F: 3 clusters Score -7652168 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -7658888.500000 Penalty: 1070.690552
	Iteration 6F: 3 clusters Score -7658888 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -7665721.500000 Penalty: 1070.690552
	Iteration 7F: 3 clusters Score -7665722 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -7669886.000000 Penalty: 1070.690552
	Iteration 8F: 3 clusters Score -7669886 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7671743.000000 Penalty: 1070.690552
	Iteration 9Q: 3 clusters Score -7671743 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -7673010.000000 Penalty: 1070.690552
	Iteration 10Q: 3 clusters Score -7673010 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -7674368.500000 Penalty: 1070.690552
	Iteration 11Q: 3 clusters Score -7674368 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -7675718.500000 Penalty: 1070.690552
	Iteration 12Q: 3 clusters Score -7675718 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -7677177.500000 Penalty: 1070.690552
	Iteration 13Q: 3 clusters Score -7677178 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -7678648.500000 Penalty: 1070.690552
	Iteration 14Q: 3 clusters Score -7678648 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7679938.500000 Penalty: 1070.690552
	Iteration 15Q: 3 clusters Score -7679938 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -7681276.500000 Penalty: 1070.690552
	Iteration 16Q: 3 clusters Score -7681276 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -7682524.500000 Penalty: 1070.690552
	Iteration 17Q: 3 clusters Score -7682524 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -7683829.500000 Penalty: 1070.690552
	Iteration 18Q: 3 clusters Score -7683830 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7684673.000000 Penalty: 1070.690552
	Iteration 19Q: 3 clusters Score -7684673 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123902 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7685185.000000 Penalty: 1070.690552
	Iteration 20F: 3 clusters Score -7685185 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125184 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7685439.000000 Penalty: 1070.690552
	Iteration 21Q: 3 clusters Score -7685439 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126077 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7685682.500000 Penalty: 1070.690552
	Iteration 22Q: 3 clusters Score -7685682 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7685825.500000 Penalty: 1070.690552
	Iteration 23Q: 3 clusters Score -7685826 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7685914.500000 Penalty: 1070.690552
	Iteration 24Q: 3 clusters Score -7685914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7685913.500000 Penalty: 1070.690552
	Iteration 25Q: 3 clusters Score -7685914 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7685957.000000 Penalty: 1070.690552
	Iteration 26Q: 3 clusters Score -7685957 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7685947.000000 Penalty: 1070.690552
	Iteration 27Q: 3 clusters Score -7685947 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7685951.500000 Penalty: 1070.690552
	Iteration 28Q: 3 clusters Score -7685952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7685982.000000 Penalty: 1070.690552
	Iteration 29Q: 3 clusters Score -7685982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7685985.000000 Penalty: 1070.690552
	Iteration 30Q: 3 clusters Score -7685985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7685988.500000 Penalty: 1070.690552
	Iteration 31Q: 3 clusters Score -7685988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7685983.000000 Penalty: 1070.690552
	Iteration 32Q: 3 clusters Score -7685983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7685990.500000 Penalty: 1070.690552
	Iteration 33Q: 3 clusters Score -7685990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7685988.500000 Penalty: 1070.690552
	Iteration 34Q: 3 clusters Score -7685988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7685989.500000 Penalty: 1070.690552
	Iteration 35Q: 3 clusters Score -7685990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128548 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7685981.000000 Penalty: 1070.690552
	Iteration 36Q: 3 clusters Score -7685981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7685979.500000 Penalty: 1070.690552
	Iteration 37Q: 3 clusters Score -7685980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7685988.000000 Penalty: 1070.690552
	Iteration 38Q: 3 clusters Score -7685988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128564 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7685981.500000 Penalty: 1070.690552
	Iteration 39Q: 3 clusters Score -7685982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128566 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7685983.000000 Penalty: 1070.690552
	Iteration 40F: 3 clusters Score -7685983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128569 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7685978.000000 Penalty: 1070.690552
	Iteration 41Q: 3 clusters Score -7685978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7685975.500000 Penalty: 1070.690552
	Iteration 42Q: 3 clusters Score -7685976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7685978.500000 Penalty: 1070.690552
	Iteration 43Q: 3 clusters Score -7685978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128573 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7685972.000000 Penalty: 1070.690552
	Iteration 44Q: 3 clusters Score -7685972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7685976.500000 Penalty: 1070.690552
	Iteration 45Q: 3 clusters Score -7685976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128574 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7685969.500000 Penalty: 1070.690552
	Iteration 46Q: 3 clusters Score -7685970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7685971.000000 Penalty: 1070.690552
	Iteration 47Q: 3 clusters Score -7685971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7685971.000000 Penalty: 1070.690552
	Iteration 48Q: 3 clusters Score -7685971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7685968.000000 Penalty: 1070.690552
	Iteration 49Q: 3 clusters Score -7685968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7685968.500000 Penalty: 1070.690552
	Iteration 50Q: 3 clusters Score -7685968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7685968.500000 Penalty: 1070.690552
	Iteration 51F: 3 clusters Score -7685968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127948 members 
Entering Unmasked Estep 
Score: -7534018.500000 Penalty: 535.051758
	Iteration 0F: 2 clusters Score -7534018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -7447846.500000 Penalty: 1070.103516
	Iteration 0F: 3 clusters Score -7447846 nChanged 62868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -7486764.500000 Penalty: 1070.103516
	Iteration 1F: 3 clusters Score -7486764 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -7489754.000000 Penalty: 1070.103516
	Iteration 2Q: 3 clusters Score -7489754 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -7494904.000000 Penalty: 1070.103516
	Iteration 3F: 3 clusters Score -7494904 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -7502718.500000 Penalty: 1070.103516
	Iteration 4F: 3 clusters Score -7502718 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -7511839.000000 Penalty: 1070.103516
	Iteration 5F: 3 clusters Score -7511839 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -7519788.500000 Penalty: 1070.103516
	Iteration 6F: 3 clusters Score -7519788 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -7524747.500000 Penalty: 1070.103516
	Iteration 7Q: 3 clusters Score -7524748 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -7527327.000000 Penalty: 1070.103516
	Iteration 8Q: 3 clusters Score -7527327 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -7528964.000000 Penalty: 1070.103516
	Iteration 9Q: 3 clusters Score -7528964 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -7530096.500000 Penalty: 1070.103516
	Iteration 10Q: 3 clusters Score -7530096 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 118330 members 
Entering Unmasked Estep 
Score: -7530964.000000 Penalty: 1070.103516
	Iteration 11Q: 3 clusters Score -7530964 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -7531647.500000 Penalty: 1070.103516
	Iteration 12Q: 3 clusters Score -7531648 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -7532093.500000 Penalty: 1070.103516
	Iteration 13Q: 3 clusters Score -7532094 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -7532437.500000 Penalty: 1070.103516
	Iteration 14Q: 3 clusters Score -7532438 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -7532696.500000 Penalty: 1070.103516
	Iteration 15Q: 3 clusters Score -7532696 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -7532921.500000 Penalty: 1070.103516
	Iteration 16Q: 3 clusters Score -7532922 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -7533049.500000 Penalty: 1070.103516
	Iteration 17Q: 3 clusters Score -7533050 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -7533173.000000 Penalty: 1070.103516
	Iteration 18Q: 3 clusters Score -7533173 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -7533317.500000 Penalty: 1070.103516
	Iteration 19Q: 3 clusters Score -7533318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -7533423.500000 Penalty: 1070.103516
	Iteration 20F: 3 clusters Score -7533424 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -7533516.000000 Penalty: 1070.103516
	Iteration 21Q: 3 clusters Score -7533516 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -7533576.000000 Penalty: 1070.103516
	Iteration 22Q: 3 clusters Score -7533576 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -7533626.500000 Penalty: 1070.103516
	Iteration 23Q: 3 clusters Score -7533626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -7533651.500000 Penalty: 1070.103516
	Iteration 24Q: 3 clusters Score -7533652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -7533660.000000 Penalty: 1070.103516
	Iteration 25Q: 3 clusters Score -7533660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -7533665.500000 Penalty: 1070.103516
	Iteration 26Q: 3 clusters Score -7533666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -7533707.500000 Penalty: 1070.103516
	Iteration 27Q: 3 clusters Score -7533708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -7533727.500000 Penalty: 1070.103516
	Iteration 28Q: 3 clusters Score -7533728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -7533754.500000 Penalty: 1070.103516
	Iteration 29Q: 3 clusters Score -7533754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -7533763.500000 Penalty: 1070.103516
	Iteration 30Q: 3 clusters Score -7533764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -7533762.500000 Penalty: 1070.103516
	Iteration 31Q: 3 clusters Score -7533762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -7533764.000000 Penalty: 1070.103516
	Iteration 32Q: 3 clusters Score -7533764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -7533772.000000 Penalty: 1070.103516
	Iteration 33Q: 3 clusters Score -7533772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -7533769.500000 Penalty: 1070.103516
	Iteration 34Q: 3 clusters Score -7533770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -7533781.000000 Penalty: 1070.103516
	Iteration 35Q: 3 clusters Score -7533781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -7533785.000000 Penalty: 1070.103516
	Iteration 36Q: 3 clusters Score -7533785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -7533789.000000 Penalty: 1070.103516
	Iteration 37Q: 3 clusters Score -7533789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -7533799.000000 Penalty: 1070.103516
	Iteration 38Q: 3 clusters Score -7533799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -7533797.000000 Penalty: 1070.103516
	Iteration 39Q: 3 clusters Score -7533797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -7533792.500000 Penalty: 1070.103516
	Iteration 40F: 3 clusters Score -7533792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 125486 members 
Entering Unmasked Estep 
Score: -7533793.000000 Penalty: 1070.103516
	Iteration 41Q: 3 clusters Score -7533793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -7533797.500000 Penalty: 1070.103516
	Iteration 42Q: 3 clusters Score -7533798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -7533793.500000 Penalty: 1070.103516
	Iteration 43Q: 3 clusters Score -7533794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -7533797.000000 Penalty: 1070.103516
	Iteration 44Q: 3 clusters Score -7533797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -7533805.500000 Penalty: 1070.103516
	Iteration 45Q: 3 clusters Score -7533806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 125517 members 
Entering Unmasked Estep 
Score: -7533814.500000 Penalty: 1070.103516
	Iteration 46Q: 3 clusters Score -7533814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -7533813.000000 Penalty: 1070.103516
	Iteration 47Q: 3 clusters Score -7533813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -7533810.500000 Penalty: 1070.103516
	Iteration 48Q: 3 clusters Score -7533810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -7533815.500000 Penalty: 1070.103516
	Iteration 49Q: 3 clusters Score -7533816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -7533816.000000 Penalty: 1070.103516
	Iteration 50Q: 3 clusters Score -7533816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -7533806.500000 Penalty: 1070.103516
	Iteration 51Q: 3 clusters Score -7533806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -7533818.000000 Penalty: 1070.103516
	Iteration 52Q: 3 clusters Score -7533818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -7533822.000000 Penalty: 1070.103516
	Iteration 53Q: 3 clusters Score -7533822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -7533824.500000 Penalty: 1070.103516
	Iteration 54Q: 3 clusters Score -7533824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -7533827.500000 Penalty: 1070.103516
	Iteration 55Q: 3 clusters Score -7533828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 125611 members 
Entering Unmasked Estep 
Score: -7533831.500000 Penalty: 1070.103516
	Iteration 56Q: 3 clusters Score -7533832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -7533836.500000 Penalty: 1070.103516
	Iteration 57Q: 3 clusters Score -7533836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -7533840.000000 Penalty: 1070.103516
	Iteration 58Q: 3 clusters Score -7533840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 125653 members 
Entering Unmasked Estep 
Score: -7533834.000000 Penalty: 1070.103516
	Iteration 59Q: 3 clusters Score -7533834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -7533835.500000 Penalty: 1070.103516
	Iteration 60F: 3 clusters Score -7533836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -7533835.000000 Penalty: 1070.103516
	Iteration 61Q: 3 clusters Score -7533835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -7533833.500000 Penalty: 1070.103516
	Iteration 62Q: 3 clusters Score -7533834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -7533834.000000 Penalty: 1070.103516
	Iteration 63Q: 3 clusters Score -7533834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 125689 members 
Entering Unmasked Estep 
Score: -7533835.000000 Penalty: 1070.103516
	Iteration 64Q: 3 clusters Score -7533835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -7533831.500000 Penalty: 1070.103516
	Iteration 65Q: 3 clusters Score -7533832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -7533832.500000 Penalty: 1070.103516
	Iteration 66Q: 3 clusters Score -7533832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 125713 members 
Entering Unmasked Estep 
Score: -7533834.500000 Penalty: 1070.103516
	Iteration 67Q: 3 clusters Score -7533834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -7533834.500000 Penalty: 1070.103516
	Iteration 68Q: 3 clusters Score -7533834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -7533838.500000 Penalty: 1070.103516
	Iteration 69Q: 3 clusters Score -7533838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 125728 members 
Entering Unmasked Estep 
Score: -7533837.500000 Penalty: 1070.103516
	Iteration 70Q: 3 clusters Score -7533838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -7533839.500000 Penalty: 1070.103516
	Iteration 71Q: 3 clusters Score -7533840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -7533840.500000 Penalty: 1070.103516
	Iteration 72Q: 3 clusters Score -7533840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -7533838.500000 Penalty: 1070.103516
	Iteration 73Q: 3 clusters Score -7533838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 125742 members 
Entering Unmasked Estep 
Score: -7533836.000000 Penalty: 1070.103516
	Iteration 74Q: 3 clusters Score -7533836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -7533838.000000 Penalty: 1070.103516
	Iteration 75Q: 3 clusters Score -7533838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -7533840.500000 Penalty: 1070.103516
	Iteration 76Q: 3 clusters Score -7533840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -7533840.500000 Penalty: 1070.103516
	Iteration 77F: 3 clusters Score -7533840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123880 members 
Entering Unmasked Estep 
Score: -7468063.000000 Penalty: 533.581665
	Iteration 0F: 2 clusters Score -7468063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -7386227.500000 Penalty: 1067.163330
	Iteration 0F: 3 clusters Score -7386228 nChanged 60397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -7424836.000000 Penalty: 1067.163330
	Iteration 1F: 3 clusters Score -7424836 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -7428815.500000 Penalty: 1067.163330
	Iteration 2F: 3 clusters Score -7428816 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -7435353.500000 Penalty: 1067.163330
	Iteration 3F: 3 clusters Score -7435354 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -7444625.500000 Penalty: 1067.163330
	Iteration 4F: 3 clusters Score -7444626 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -7454270.000000 Penalty: 1067.163330
	Iteration 5F: 3 clusters Score -7454270 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -7460912.000000 Penalty: 1067.163330
	Iteration 6F: 3 clusters Score -7460912 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -7464253.000000 Penalty: 1067.163330
	Iteration 7Q: 3 clusters Score -7464253 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -7465934.500000 Penalty: 1067.163330
	Iteration 8Q: 3 clusters Score -7465934 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
Score: -7466742.500000 Penalty: 1067.163330
	Iteration 9Q: 3 clusters Score -7466742 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -7467077.000000 Penalty: 1067.163330
	Iteration 10Q: 3 clusters Score -7467077 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -7467239.000000 Penalty: 1067.163330
	Iteration 11Q: 3 clusters Score -7467239 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -7467363.500000 Penalty: 1067.163330
	Iteration 12Q: 3 clusters Score -7467364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -7467444.500000 Penalty: 1067.163330
	Iteration 13Q: 3 clusters Score -7467444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -7467468.500000 Penalty: 1067.163330
	Iteration 14Q: 3 clusters Score -7467468 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -7467506.000000 Penalty: 1067.163330
	Iteration 15Q: 3 clusters Score -7467506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -7467527.500000 Penalty: 1067.163330
	Iteration 16Q: 3 clusters Score -7467528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -7467565.500000 Penalty: 1067.163330
	Iteration 17Q: 3 clusters Score -7467566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -7467567.500000 Penalty: 1067.163330
	Iteration 18Q: 3 clusters Score -7467568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123503 members 
Entering Unmasked Estep 
Score: -7467583.000000 Penalty: 1067.163330
	Iteration 19Q: 3 clusters Score -7467583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -7467591.500000 Penalty: 1067.163330
	Iteration 20F: 3 clusters Score -7467592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -7467610.500000 Penalty: 1067.163330
	Iteration 21Q: 3 clusters Score -7467610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -7467619.000000 Penalty: 1067.163330
	Iteration 22Q: 3 clusters Score -7467619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 123607 members 
Entering Unmasked Estep 
Score: -7467633.000000 Penalty: 1067.163330
	Iteration 23Q: 3 clusters Score -7467633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -7467634.500000 Penalty: 1067.163330
	Iteration 24Q: 3 clusters Score -7467634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 123627 members 
Entering Unmasked Estep 
Score: -7467642.000000 Penalty: 1067.163330
	Iteration 25Q: 3 clusters Score -7467642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 123633 members 
Entering Unmasked Estep 
Score: -7467646.000000 Penalty: 1067.163330
	Iteration 26Q: 3 clusters Score -7467646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -7467645.500000 Penalty: 1067.163330
	Iteration 27Q: 3 clusters Score -7467646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -7467653.000000 Penalty: 1067.163330
	Iteration 28Q: 3 clusters Score -7467653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -7467660.000000 Penalty: 1067.163330
	Iteration 29Q: 3 clusters Score -7467660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
Score: -7467675.500000 Penalty: 1067.163330
	Iteration 30Q: 3 clusters Score -7467676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -7467680.000000 Penalty: 1067.163330
	Iteration 31Q: 3 clusters Score -7467680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -7467679.000000 Penalty: 1067.163330
	Iteration 32Q: 3 clusters Score -7467679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -7467680.000000 Penalty: 1067.163330
	Iteration 33Q: 3 clusters Score -7467680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -7467680.500000 Penalty: 1067.163330
	Iteration 34Q: 3 clusters Score -7467680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -7467680.500000 Penalty: 1067.163330
	Iteration 35F: 3 clusters Score -7467680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -223731.093750 Penalty: 374.769196
	Iteration 0F: 2 clusters Score -223731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -221171.781250 Penalty: 749.538391
	Iteration 0F: 3 clusters Score -221171.8 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -222246.015625 Penalty: 749.538391
	Iteration 1F: 3 clusters Score -222246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -222497.718750 Penalty: 749.538391
	Iteration 2F: 3 clusters Score -222497.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -222708.375000 Penalty: 749.538391
	Iteration 3F: 3 clusters Score -222708.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -222882.281250 Penalty: 749.538391
	Iteration 4F: 3 clusters Score -222882.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -223010.046875 Penalty: 749.538391
	Iteration 5F: 3 clusters Score -223010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -223086.390625 Penalty: 749.538391
	Iteration 6Q: 3 clusters Score -223086.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -223132.453125 Penalty: 749.538391
	Iteration 7Q: 3 clusters Score -223132.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -223161.937500 Penalty: 749.538391
	Iteration 8Q: 3 clusters Score -223161.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -223178.781250 Penalty: 749.538391
	Iteration 9Q: 3 clusters Score -223178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -223189.625000 Penalty: 749.538391
	Iteration 10Q: 3 clusters Score -223189.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -223200.015625 Penalty: 749.538391
	Iteration 11Q: 3 clusters Score -223200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -223210.406250 Penalty: 749.538391
	Iteration 12Q: 3 clusters Score -223210.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -223222.531250 Penalty: 749.538391
	Iteration 13Q: 3 clusters Score -223222.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -223238.328125 Penalty: 749.538391
	Iteration 14Q: 3 clusters Score -223238.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -223256.906250 Penalty: 749.538391
	Iteration 15Q: 3 clusters Score -223256.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -223283.078125 Penalty: 749.538391
	Iteration 16Q: 3 clusters Score -223283.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -223317.093750 Penalty: 749.538391
	Iteration 17Q: 3 clusters Score -223317.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -223367.781250 Penalty: 749.538391
	Iteration 18Q: 3 clusters Score -223367.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -223424.843750 Penalty: 749.538391
	Iteration 19Q: 3 clusters Score -223424.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -223466.875000 Penalty: 749.538391
	Iteration 20F: 3 clusters Score -223466.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -223492.906250 Penalty: 749.538391
	Iteration 21Q: 3 clusters Score -223492.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -223514.500000 Penalty: 749.538391
	Iteration 22Q: 3 clusters Score -223514.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -223529.312500 Penalty: 749.538391
	Iteration 23Q: 3 clusters Score -223529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -223539.828125 Penalty: 749.538391
	Iteration 24Q: 3 clusters Score -223539.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -223550.593750 Penalty: 749.538391
	Iteration 25Q: 3 clusters Score -223550.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -223561.343750 Penalty: 749.538391
	Iteration 26Q: 3 clusters Score -223561.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -223568.890625 Penalty: 749.538391
	Iteration 27Q: 3 clusters Score -223568.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -223575.000000 Penalty: 749.538391
	Iteration 28Q: 3 clusters Score -223575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -223577.562500 Penalty: 749.538391
	Iteration 29Q: 3 clusters Score -223577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -223579.828125 Penalty: 749.538391
	Iteration 30Q: 3 clusters Score -223579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -223580.609375 Penalty: 749.538391
	Iteration 31Q: 3 clusters Score -223580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -223580.640625 Penalty: 749.538391
	Iteration 32Q: 3 clusters Score -223580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -223580.859375 Penalty: 749.538391
	Iteration 33Q: 3 clusters Score -223580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -223581.031250 Penalty: 749.538391
	Iteration 34Q: 3 clusters Score -223581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -223581.031250 Penalty: 749.538391
	Iteration 35F: 3 clusters Score -223581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -553448.312500 Penalty: 415.137939
	Iteration 0F: 2 clusters Score -553448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -547331.062500 Penalty: 830.275879
	Iteration 0F: 3 clusters Score -547331.1 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -549843.250000 Penalty: 830.275879
	Iteration 1F: 3 clusters Score -549843.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -550085.500000 Penalty: 830.275879
	Iteration 2F: 3 clusters Score -550085.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -550404.687500 Penalty: 830.275879
	Iteration 3F: 3 clusters Score -550404.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -550760.812500 Penalty: 830.275879
	Iteration 4F: 3 clusters Score -550760.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -551140.000000 Penalty: 830.275879
	Iteration 5F: 3 clusters Score -551140 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -551479.312500 Penalty: 830.275879
	Iteration 6Q: 3 clusters Score -551479.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -551743.187500 Penalty: 830.275879
	Iteration 7Q: 3 clusters Score -551743.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -551917.750000 Penalty: 830.275879
	Iteration 8Q: 3 clusters Score -551917.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -552062.000000 Penalty: 830.275879
	Iteration 9Q: 3 clusters Score -552062 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -552228.000000 Penalty: 830.275879
	Iteration 10Q: 3 clusters Score -552228 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -552379.625000 Penalty: 830.275879
	Iteration 11Q: 3 clusters Score -552379.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -552518.750000 Penalty: 830.275879
	Iteration 12Q: 3 clusters Score -552518.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -552644.312500 Penalty: 830.275879
	Iteration 13Q: 3 clusters Score -552644.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -552746.062500 Penalty: 830.275879
	Iteration 14Q: 3 clusters Score -552746.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -552814.250000 Penalty: 830.275879
	Iteration 15Q: 3 clusters Score -552814.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -552863.937500 Penalty: 830.275879
	Iteration 16Q: 3 clusters Score -552863.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -552899.500000 Penalty: 830.275879
	Iteration 17Q: 3 clusters Score -552899.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -552929.125000 Penalty: 830.275879
	Iteration 18Q: 3 clusters Score -552929.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -552958.625000 Penalty: 830.275879
	Iteration 19Q: 3 clusters Score -552958.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -552980.187500 Penalty: 830.275879
	Iteration 20F: 3 clusters Score -552980.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -553000.625000 Penalty: 830.275879
	Iteration 21Q: 3 clusters Score -553000.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -553019.312500 Penalty: 830.275879
	Iteration 22Q: 3 clusters Score -553019.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -553028.937500 Penalty: 830.275879
	Iteration 23Q: 3 clusters Score -553028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -553034.687500 Penalty: 830.275879
	Iteration 24Q: 3 clusters Score -553034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -553038.187500 Penalty: 830.275879
	Iteration 25Q: 3 clusters Score -553038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -553042.687500 Penalty: 830.275879
	Iteration 26Q: 3 clusters Score -553042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -553046.500000 Penalty: 830.275879
	Iteration 27Q: 3 clusters Score -553046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -553047.875000 Penalty: 830.275879
	Iteration 28Q: 3 clusters Score -553047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -553050.250000 Penalty: 830.275879
	Iteration 29Q: 3 clusters Score -553050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -553050.750000 Penalty: 830.275879
	Iteration 30Q: 3 clusters Score -553050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -553051.062500 Penalty: 830.275879
	Iteration 31Q: 3 clusters Score -553051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -553053.625000 Penalty: 830.275879
	Iteration 32Q: 3 clusters Score -553053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -553055.312500 Penalty: 830.275879
	Iteration 33Q: 3 clusters Score -553055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -553055.875000 Penalty: 830.275879
	Iteration 34Q: 3 clusters Score -553055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -553057.625000 Penalty: 830.275879
	Iteration 35Q: 3 clusters Score -553057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -553060.500000 Penalty: 830.275879
	Iteration 36Q: 3 clusters Score -553060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -553061.875000 Penalty: 830.275879
	Iteration 37Q: 3 clusters Score -553061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -553062.000000 Penalty: 830.275879
	Iteration 38Q: 3 clusters Score -553062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -553064.812500 Penalty: 830.275879
	Iteration 39Q: 3 clusters Score -553064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -553064.312500 Penalty: 830.275879
	Iteration 40F: 3 clusters Score -553064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -553065.250000 Penalty: 830.275879
	Iteration 41Q: 3 clusters Score -553065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -553065.000000 Penalty: 830.275879
	Iteration 42Q: 3 clusters Score -553065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -553065.687500 Penalty: 830.275879
	Iteration 43Q: 3 clusters Score -553065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -553065.687500 Penalty: 830.275879
	Iteration 44F: 3 clusters Score -553065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -13775.802734 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -13775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13438.372070 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -13438.37 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13526.428711 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -13526.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13560.394531 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -13560.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13585.541016 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -13585.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13596.874023 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -13596.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13602.673828 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -13602.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13606.263672 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -13606.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13608.047852 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -13608.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13610.177734 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -13610.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13611.751953 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -13611.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13613.159180 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -13613.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13615.241211 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -13615.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13615.830078 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -13615.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13615.830078 Penalty: 516.584595
	Iteration 13F: 3 clusters Score -13615.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -43161.941406 Penalty: 302.114349
	Iteration 0F: 2 clusters Score -43161.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42498.121094 Penalty: 604.228699
	Iteration 0F: 3 clusters Score -42498.12 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42763.386719 Penalty: 604.228699
	Iteration 1F: 3 clusters Score -42763.39 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42887.945312 Penalty: 604.228699
	Iteration 2F: 3 clusters Score -42887.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42941.414062 Penalty: 604.228699
	Iteration 3F: 3 clusters Score -42941.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43013.718750 Penalty: 604.228699
	Iteration 4F: 3 clusters Score -43013.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43146.410156 Penalty: 604.228699
	Iteration 5F: 3 clusters Score -43146.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43196.601562 Penalty: 604.228699
	Iteration 6F: 3 clusters Score -43196.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43247.031250 Penalty: 604.228699
	Iteration 7Q: 3 clusters Score -43247.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43358.589844 Penalty: 604.228699
	Iteration 8Q: 3 clusters Score -43358.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43450.066406 Penalty: 604.228699
	Iteration 9F: 3 clusters Score -43450.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43539.863281 Penalty: 604.228699
	Iteration 10Q: 3 clusters Score -43539.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43611.484375 Penalty: 604.228699
	Iteration 11Q: 3 clusters Score -43611.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43635.667969 Penalty: 604.228699
	Iteration 12Q: 3 clusters Score -43635.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43648.195312 Penalty: 604.228699
	Iteration 13Q: 3 clusters Score -43648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43669.875000 Penalty: 604.228699
	Iteration 14Q: 3 clusters Score -43669.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43678.968750 Penalty: 604.228699
	Iteration 15Q: 3 clusters Score -43678.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43684.808594 Penalty: 604.228699
	Iteration 16Q: 3 clusters Score -43684.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43688.835938 Penalty: 604.228699
	Iteration 17Q: 3 clusters Score -43688.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43694.238281 Penalty: 604.228699
	Iteration 18Q: 3 clusters Score -43694.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43701.617188 Penalty: 604.228699
	Iteration 19Q: 3 clusters Score -43701.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43710.066406 Penalty: 604.228699
	Iteration 20F: 3 clusters Score -43710.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43718.421875 Penalty: 604.228699
	Iteration 21Q: 3 clusters Score -43718.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43725.519531 Penalty: 604.228699
	Iteration 22Q: 3 clusters Score -43725.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43731.804688 Penalty: 604.228699
	Iteration 23Q: 3 clusters Score -43731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43738.238281 Penalty: 604.228699
	Iteration 24Q: 3 clusters Score -43738.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43742.558594 Penalty: 604.228699
	Iteration 25Q: 3 clusters Score -43742.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43742.558594 Penalty: 604.228699
	Iteration 26F: 3 clusters Score -43742.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
Score: -58204604.000000 Penalty: 47201.824219
Splitting cluster 22 changes total score from -58204280.000000 to -58204604.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 23 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -51482.484375 Penalty: 309.508972
	Iteration 0F: 2 clusters Score -51482.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50725.414062 Penalty: 619.017944
	Iteration 0F: 3 clusters Score -50725.41 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50900.410156 Penalty: 619.017944
	Iteration 1F: 3 clusters Score -50900.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50940.945312 Penalty: 619.017944
	Iteration 2F: 3 clusters Score -50940.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50993.691406 Penalty: 619.017944
	Iteration 3F: 3 clusters Score -50993.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51049.855469 Penalty: 619.017944
	Iteration 4F: 3 clusters Score -51049.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51113.222656 Penalty: 619.017944
	Iteration 5F: 3 clusters Score -51113.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51159.347656 Penalty: 619.017944
	Iteration 6F: 3 clusters Score -51159.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51196.824219 Penalty: 619.017944
	Iteration 7Q: 3 clusters Score -51196.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51224.714844 Penalty: 619.017944
	Iteration 8Q: 3 clusters Score -51224.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51237.273438 Penalty: 619.017944
	Iteration 9Q: 3 clusters Score -51237.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51245.843750 Penalty: 619.017944
	Iteration 10Q: 3 clusters Score -51245.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51251.464844 Penalty: 619.017944
	Iteration 11Q: 3 clusters Score -51251.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51256.718750 Penalty: 619.017944
	Iteration 12Q: 3 clusters Score -51256.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51262.148438 Penalty: 619.017944
	Iteration 13Q: 3 clusters Score -51262.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51266.875000 Penalty: 619.017944
	Iteration 14Q: 3 clusters Score -51266.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51274.074219 Penalty: 619.017944
	Iteration 15Q: 3 clusters Score -51274.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51279.632812 Penalty: 619.017944
	Iteration 16Q: 3 clusters Score -51279.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51281.632812 Penalty: 619.017944
	Iteration 17Q: 3 clusters Score -51281.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51282.601562 Penalty: 619.017944
	Iteration 18Q: 3 clusters Score -51282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51283.214844 Penalty: 619.017944
	Iteration 19Q: 3 clusters Score -51283.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51283.386719 Penalty: 619.017944
	Iteration 20F: 3 clusters Score -51283.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51283.808594 Penalty: 619.017944
	Iteration 21Q: 3 clusters Score -51283.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51283.808594 Penalty: 619.017944
	Iteration 22F: 3 clusters Score -51283.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -65733.140625 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -65733.14 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 519 members 
Entering Unmasked Estep 
Score: -64855.851562 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -64855.85 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65169.675781 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -65169.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65271.941406 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -65271.94 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65369.941406 Penalty: 636.280762
	Iteration 3F: 3 clusters Score -65369.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65444.859375 Penalty: 636.280762
	Iteration 4F: 3 clusters Score -65444.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65525.531250 Penalty: 636.280762
	Iteration 5F: 3 clusters Score -65525.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65562.187500 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -65562.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65592.203125 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -65592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65601.406250 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -65601.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65602.367188 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -65602.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65602.507812 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -65602.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65602.843750 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -65602.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65603.546875 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -65603.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65604.218750 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -65604.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65604.375000 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -65604.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65604.375000 Penalty: 636.280762
	Iteration 15F: 3 clusters Score -65604.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Entering Unmasked Estep 
Score: -886788.687500 Penalty: 436.853027
	Iteration 0F: 2 clusters Score -886788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -876982.625000 Penalty: 873.706055
	Iteration 0F: 3 clusters Score -876982.6 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -881227.375000 Penalty: 873.706055
	Iteration 1F: 3 clusters Score -881227.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -881726.375000 Penalty: 873.706055
	Iteration 2F: 3 clusters Score -881726.4 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -882369.625000 Penalty: 873.706055
	Iteration 3F: 3 clusters Score -882369.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -883142.250000 Penalty: 873.706055
	Iteration 4F: 3 clusters Score -883142.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -883982.312500 Penalty: 873.706055
	Iteration 5F: 3 clusters Score -883982.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -884702.750000 Penalty: 873.706055
	Iteration 6F: 3 clusters Score -884702.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -885205.625000 Penalty: 873.706055
	Iteration 7Q: 3 clusters Score -885205.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -885568.125000 Penalty: 873.706055
	Iteration 8Q: 3 clusters Score -885568.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -885822.937500 Penalty: 873.706055
	Iteration 9Q: 3 clusters Score -885822.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -885994.750000 Penalty: 873.706055
	Iteration 10Q: 3 clusters Score -885994.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -886111.437500 Penalty: 873.706055
	Iteration 11Q: 3 clusters Score -886111.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -886196.687500 Penalty: 873.706055
	Iteration 12Q: 3 clusters Score -886196.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -886260.687500 Penalty: 873.706055
	Iteration 13Q: 3 clusters Score -886260.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -886322.562500 Penalty: 873.706055
	Iteration 14Q: 3 clusters Score -886322.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -886369.125000 Penalty: 873.706055
	Iteration 15Q: 3 clusters Score -886369.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -886398.062500 Penalty: 873.706055
	Iteration 16Q: 3 clusters Score -886398.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -886419.750000 Penalty: 873.706055
	Iteration 17Q: 3 clusters Score -886419.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -886438.250000 Penalty: 873.706055
	Iteration 18Q: 3 clusters Score -886438.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -886450.562500 Penalty: 873.706055
	Iteration 19Q: 3 clusters Score -886450.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -886460.375000 Penalty: 873.706055
	Iteration 20F: 3 clusters Score -886460.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -886472.437500 Penalty: 873.706055
	Iteration 21Q: 3 clusters Score -886472.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -886491.562500 Penalty: 873.706055
	Iteration 22Q: 3 clusters Score -886491.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -886503.562500 Penalty: 873.706055
	Iteration 23Q: 3 clusters Score -886503.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -886513.062500 Penalty: 873.706055
	Iteration 24Q: 3 clusters Score -886513.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -886517.187500 Penalty: 873.706055
	Iteration 25Q: 3 clusters Score -886517.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -886521.500000 Penalty: 873.706055
	Iteration 26Q: 3 clusters Score -886521.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -886524.937500 Penalty: 873.706055
	Iteration 27Q: 3 clusters Score -886524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -886528.500000 Penalty: 873.706055
	Iteration 28Q: 3 clusters Score -886528.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -886530.312500 Penalty: 873.706055
	Iteration 29Q: 3 clusters Score -886530.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -886536.312500 Penalty: 873.706055
	Iteration 30Q: 3 clusters Score -886536.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -886539.062500 Penalty: 873.706055
	Iteration 31Q: 3 clusters Score -886539.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -886542.937500 Penalty: 873.706055
	Iteration 32Q: 3 clusters Score -886542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -886546.812500 Penalty: 873.706055
	Iteration 33Q: 3 clusters Score -886546.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -886552.625000 Penalty: 873.706055
	Iteration 34Q: 3 clusters Score -886552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -886555.312500 Penalty: 873.706055
	Iteration 35Q: 3 clusters Score -886555.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -886558.312500 Penalty: 873.706055
	Iteration 36Q: 3 clusters Score -886558.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -886561.000000 Penalty: 873.706055
	Iteration 37Q: 3 clusters Score -886561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -886563.125000 Penalty: 873.706055
	Iteration 38Q: 3 clusters Score -886563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -886565.687500 Penalty: 873.706055
	Iteration 39Q: 3 clusters Score -886565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -886565.875000 Penalty: 873.706055
	Iteration 40F: 3 clusters Score -886565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -886565.562500 Penalty: 873.706055
	Iteration 41Q: 3 clusters Score -886565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -886567.875000 Penalty: 873.706055
	Iteration 42Q: 3 clusters Score -886567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -886567.562500 Penalty: 873.706055
	Iteration 43Q: 3 clusters Score -886567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -886568.937500 Penalty: 873.706055
	Iteration 44Q: 3 clusters Score -886568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -886568.500000 Penalty: 873.706055
	Iteration 45Q: 3 clusters Score -886568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -886568.812500 Penalty: 873.706055
	Iteration 46Q: 3 clusters Score -886568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -886569.500000 Penalty: 873.706055
	Iteration 47Q: 3 clusters Score -886569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -886568.750000 Penalty: 873.706055
	Iteration 48Q: 3 clusters Score -886568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -886571.000000 Penalty: 873.706055
	Iteration 49Q: 3 clusters Score -886571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -886572.250000 Penalty: 873.706055
	Iteration 50Q: 3 clusters Score -886572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -886573.812500 Penalty: 873.706055
	Iteration 51Q: 3 clusters Score -886573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -886573.937500 Penalty: 873.706055
	Iteration 52Q: 3 clusters Score -886573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -886575.687500 Penalty: 873.706055
	Iteration 53Q: 3 clusters Score -886575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -886574.687500 Penalty: 873.706055
	Iteration 54Q: 3 clusters Score -886574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -886575.625000 Penalty: 873.706055
	Iteration 55Q: 3 clusters Score -886575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -886575.437500 Penalty: 873.706055
	Iteration 56Q: 3 clusters Score -886575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -886576.625000 Penalty: 873.706055
	Iteration 57Q: 3 clusters Score -886576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -886577.375000 Penalty: 873.706055
	Iteration 58Q: 3 clusters Score -886577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886576.562500 Penalty: 873.706055
	Iteration 59Q: 3 clusters Score -886576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886577.375000 Penalty: 873.706055
	Iteration 60F: 3 clusters Score -886577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886578.062500 Penalty: 873.706055
	Iteration 61Q: 3 clusters Score -886578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886578.062500 Penalty: 873.706055
	Iteration 62F: 3 clusters Score -886578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -56513.089844 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -56513.09 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 474 members 
Entering Unmasked Estep 
Score: -55717.199219 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -55717.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -55957.468750 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -55957.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -56028.843750 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -56028.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56100.941406 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -56100.94 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56171.058594 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -56171.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56210.250000 Penalty: 628.058105
	Iteration 5F: 3 clusters Score -56210.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56234.402344 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -56234.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56259.457031 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -56259.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56288.910156 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -56288.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56310.484375 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -56310.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56328.085938 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -56328.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56337.917969 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -56337.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56346.656250 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -56346.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56348.828125 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -56348.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56350.238281 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -56350.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56353.453125 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -56353.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56355.089844 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -56355.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56355.089844 Penalty: 628.058105
	Iteration 17F: 3 clusters Score -56355.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10018.908203 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10018.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9739.328125 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9739.328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9907.238281 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9907.238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9975.418945 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9975.419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9995.760742 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -9995.761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10015.892578 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10015.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10033.842773 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10033.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10037.119141 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10037.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10041.207031 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10041.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10045.281250 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10045.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10054.345703 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -10054.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10054.937500 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -10054.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10054.937500 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -10054.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 117 members 
Mstep: Class 28 contains 579 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -58204232.000000 Penalty: 47831.183594
Splitting cluster 27 changes total score from -58204280.000000 to -58204232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -33631.363281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -33631.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33109.210938 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33109.21 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33262.191406 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33262.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33308.011719 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33308.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33349.753906 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -33349.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33393.605469 Penalty: 578.878540
	Iteration 4F: 3 clusters Score -33393.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33429.000000 Penalty: 578.878540
	Iteration 5F: 3 clusters Score -33429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33463.312500 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33463.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33496.015625 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33496.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33514.542969 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33514.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33533.480469 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33533.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33561.992188 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33561.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33585.183594 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33585.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33610.480469 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33610.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33651.769531 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33651.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33699.308594 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -33699.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33710.902344 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -33710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33720.343750 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -33720.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33727.082031 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -33727.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33731.984375 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -33731.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33734.125000 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -33734.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33735.671875 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -33735.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33746.726562 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -33746.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33755.453125 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -33755.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33755.652344 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -33755.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33755.652344 Penalty: 578.878540
	Iteration 24F: 3 clusters Score -33755.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Entering Unmasked Estep 
Score: -58204500.000000 Penalty: 47831.183594
Splitting cluster 28 changes total score from -58204280.000000 to -58204500.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 29 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -11262.764648 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -11262.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10982.105469 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -10982.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11059.998047 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -11060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11075.164062 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -11075.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11081.439453 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -11081.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11086.658203 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -11086.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11098.265625 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -11098.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11106.828125 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -11106.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11110.868164 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -11110.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11117.565430 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -11117.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11119.737305 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -11119.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11122.672852 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -11122.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11124.306641 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -11124.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11125.058594 Penalty: 478.432068
	Iteration 12Q: 3 clusters Score -11125.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11125.486328 Penalty: 478.432068
	Iteration 13Q: 3 clusters Score -11125.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11127.595703 Penalty: 478.432068
	Iteration 14Q: 3 clusters Score -11127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11128.216797 Penalty: 478.432068
	Iteration 15Q: 3 clusters Score -11128.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11128.216797 Penalty: 478.432068
	Iteration 16F: 3 clusters Score -11128.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 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 240 members 
Entering Unmasked Estep 
Score: -27672.505859 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27672.51 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27839.626953 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27839.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27891.390625 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27891.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27920.580078 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -27920.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27941.869141 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27941.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27955.687500 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27955.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27968.662109 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27968.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27994.591797 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27994.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28035.285156 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -28035.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28047.378906 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -28047.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28058.033203 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -28058.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28067.513672 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -28067.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28074.226562 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -28074.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28074.978516 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -28074.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28076.609375 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -28076.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28076.609375 Penalty: 556.345093
	Iteration 15F: 3 clusters Score -28076.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Entering Unmasked Estep 
Score: -766418.062500 Penalty: 429.956512
	Iteration 0F: 2 clusters Score -766418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -757861.562500 Penalty: 859.913025
	Iteration 0F: 3 clusters Score -757861.6 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -761623.000000 Penalty: 859.913025
	Iteration 1F: 3 clusters Score -761623 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -762086.000000 Penalty: 859.913025
	Iteration 2F: 3 clusters Score -762086 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -762686.062500 Penalty: 859.913025
	Iteration 3F: 3 clusters Score -762686.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -763438.000000 Penalty: 859.913025
	Iteration 4F: 3 clusters Score -763438 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -764147.875000 Penalty: 859.913025
	Iteration 5F: 3 clusters Score -764147.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -764515.687500 Penalty: 859.913025
	Iteration 6F: 3 clusters Score -764515.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -764654.000000 Penalty: 859.913025
	Iteration 7Q: 3 clusters Score -764654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -764713.937500 Penalty: 859.913025
	Iteration 8Q: 3 clusters Score -764713.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -764752.812500 Penalty: 859.913025
	Iteration 9Q: 3 clusters Score -764752.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -764782.187500 Penalty: 859.913025
	Iteration 10Q: 3 clusters Score -764782.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -764801.500000 Penalty: 859.913025
	Iteration 11Q: 3 clusters Score -764801.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -764826.062500 Penalty: 859.913025
	Iteration 12Q: 3 clusters Score -764826.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -764848.625000 Penalty: 859.913025
	Iteration 13Q: 3 clusters Score -764848.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -764872.750000 Penalty: 859.913025
	Iteration 14Q: 3 clusters Score -764872.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -764893.312500 Penalty: 859.913025
	Iteration 15Q: 3 clusters Score -764893.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -764915.375000 Penalty: 859.913025
	Iteration 16Q: 3 clusters Score -764915.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -764931.812500 Penalty: 859.913025
	Iteration 17Q: 3 clusters Score -764931.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -764950.937500 Penalty: 859.913025
	Iteration 18Q: 3 clusters Score -764950.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -764969.312500 Penalty: 859.913025
	Iteration 19Q: 3 clusters Score -764969.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -764985.375000 Penalty: 859.913025
	Iteration 20F: 3 clusters Score -764985.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -765001.750000 Penalty: 859.913025
	Iteration 21Q: 3 clusters Score -765001.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -765015.500000 Penalty: 859.913025
	Iteration 22Q: 3 clusters Score -765015.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -765028.125000 Penalty: 859.913025
	Iteration 23Q: 3 clusters Score -765028.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -765035.625000 Penalty: 859.913025
	Iteration 24Q: 3 clusters Score -765035.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -765045.500000 Penalty: 859.913025
	Iteration 25Q: 3 clusters Score -765045.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -765052.312500 Penalty: 859.913025
	Iteration 26Q: 3 clusters Score -765052.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -765055.687500 Penalty: 859.913025
	Iteration 27Q: 3 clusters Score -765055.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -765059.875000 Penalty: 859.913025
	Iteration 28Q: 3 clusters Score -765059.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -765060.437500 Penalty: 859.913025
	Iteration 29Q: 3 clusters Score -765060.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -765062.312500 Penalty: 859.913025
	Iteration 30Q: 3 clusters Score -765062.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -765066.500000 Penalty: 859.913025
	Iteration 31Q: 3 clusters Score -765066.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -765069.062500 Penalty: 859.913025
	Iteration 32Q: 3 clusters Score -765069.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -765073.250000 Penalty: 859.913025
	Iteration 33Q: 3 clusters Score -765073.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -765078.000000 Penalty: 859.913025
	Iteration 34Q: 3 clusters Score -765078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -765080.437500 Penalty: 859.913025
	Iteration 35Q: 3 clusters Score -765080.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -765083.312500 Penalty: 859.913025
	Iteration 36Q: 3 clusters Score -765083.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -765087.750000 Penalty: 859.913025
	Iteration 37Q: 3 clusters Score -765087.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -765091.312500 Penalty: 859.913025
	Iteration 38Q: 3 clusters Score -765091.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -765095.625000 Penalty: 859.913025
	Iteration 39Q: 3 clusters Score -765095.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -765099.875000 Penalty: 859.913025
	Iteration 40F: 3 clusters Score -765099.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -765102.937500 Penalty: 859.913025
	Iteration 41Q: 3 clusters Score -765102.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -765110.687500 Penalty: 859.913025
	Iteration 42Q: 3 clusters Score -765110.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -765123.812500 Penalty: 859.913025
	Iteration 43Q: 3 clusters Score -765123.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -765127.750000 Penalty: 859.913025
	Iteration 44Q: 3 clusters Score -765127.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -765135.375000 Penalty: 859.913025
	Iteration 45Q: 3 clusters Score -765135.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -765138.250000 Penalty: 859.913025
	Iteration 46Q: 3 clusters Score -765138.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -765143.812500 Penalty: 859.913025
	Iteration 47Q: 3 clusters Score -765143.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -765150.062500 Penalty: 859.913025
	Iteration 48Q: 3 clusters Score -765150.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -765161.500000 Penalty: 859.913025
	Iteration 49Q: 3 clusters Score -765161.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -765168.312500 Penalty: 859.913025
	Iteration 50Q: 3 clusters Score -765168.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -765172.562500 Penalty: 859.913025
	Iteration 51Q: 3 clusters Score -765172.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -765181.437500 Penalty: 859.913025
	Iteration 52Q: 3 clusters Score -765181.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -765187.750000 Penalty: 859.913025
	Iteration 53Q: 3 clusters Score -765187.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -765198.250000 Penalty: 859.913025
	Iteration 54Q: 3 clusters Score -765198.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -765210.125000 Penalty: 859.913025
	Iteration 55Q: 3 clusters Score -765210.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -765223.312500 Penalty: 859.913025
	Iteration 56Q: 3 clusters Score -765223.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -765237.500000 Penalty: 859.913025
	Iteration 57Q: 3 clusters Score -765237.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -765255.750000 Penalty: 859.913025
	Iteration 58Q: 3 clusters Score -765255.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -765270.562500 Penalty: 859.913025
	Iteration 59Q: 3 clusters Score -765270.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -765287.562500 Penalty: 859.913025
	Iteration 60F: 3 clusters Score -765287.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -765302.000000 Penalty: 859.913025
	Iteration 61Q: 3 clusters Score -765302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -765319.437500 Penalty: 859.913025
	Iteration 62Q: 3 clusters Score -765319.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -765339.875000 Penalty: 859.913025
	Iteration 63Q: 3 clusters Score -765339.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -765360.500000 Penalty: 859.913025
	Iteration 64Q: 3 clusters Score -765360.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -765387.812500 Penalty: 859.913025
	Iteration 65Q: 3 clusters Score -765387.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -765406.687500 Penalty: 859.913025
	Iteration 66Q: 3 clusters Score -765406.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -765428.812500 Penalty: 859.913025
	Iteration 67Q: 3 clusters Score -765428.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -765453.375000 Penalty: 859.913025
	Iteration 68Q: 3 clusters Score -765453.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -765476.625000 Penalty: 859.913025
	Iteration 69Q: 3 clusters Score -765476.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -765488.812500 Penalty: 859.913025
	Iteration 70Q: 3 clusters Score -765488.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -765514.062500 Penalty: 859.913025
	Iteration 71Q: 3 clusters Score -765514.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -765535.312500 Penalty: 859.913025
	Iteration 72Q: 3 clusters Score -765535.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -765560.562500 Penalty: 859.913025
	Iteration 73Q: 3 clusters Score -765560.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -765590.625000 Penalty: 859.913025
	Iteration 74Q: 3 clusters Score -765590.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -765624.625000 Penalty: 859.913025
	Iteration 75Q: 3 clusters Score -765624.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -765657.750000 Penalty: 859.913025
	Iteration 76Q: 3 clusters Score -765657.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -765683.250000 Penalty: 859.913025
	Iteration 77Q: 3 clusters Score -765683.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -765705.875000 Penalty: 859.913025
	Iteration 78Q: 3 clusters Score -765705.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -765733.687500 Penalty: 859.913025
	Iteration 79Q: 3 clusters Score -765733.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -765756.187500 Penalty: 859.913025
	Iteration 80F: 3 clusters Score -765756.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -765783.125000 Penalty: 859.913025
	Iteration 81Q: 3 clusters Score -765783.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -765809.187500 Penalty: 859.913025
	Iteration 82Q: 3 clusters Score -765809.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -765834.562500 Penalty: 859.913025
	Iteration 83Q: 3 clusters Score -765834.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -765847.500000 Penalty: 859.913025
	Iteration 84Q: 3 clusters Score -765847.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -765861.375000 Penalty: 859.913025
	Iteration 85Q: 3 clusters Score -765861.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -765876.812500 Penalty: 859.913025
	Iteration 86Q: 3 clusters Score -765876.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -765892.187500 Penalty: 859.913025
	Iteration 87Q: 3 clusters Score -765892.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -765906.437500 Penalty: 859.913025
	Iteration 88Q: 3 clusters Score -765906.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -765916.062500 Penalty: 859.913025
	Iteration 89Q: 3 clusters Score -765916.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -765925.437500 Penalty: 859.913025
	Iteration 90Q: 3 clusters Score -765925.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -765932.625000 Penalty: 859.913025
	Iteration 91Q: 3 clusters Score -765932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -765936.437500 Penalty: 859.913025
	Iteration 92Q: 3 clusters Score -765936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -765942.375000 Penalty: 859.913025
	Iteration 93Q: 3 clusters Score -765942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -765944.625000 Penalty: 859.913025
	Iteration 94Q: 3 clusters Score -765944.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -765949.250000 Penalty: 859.913025
	Iteration 95Q: 3 clusters Score -765949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -765952.187500 Penalty: 859.913025
	Iteration 96Q: 3 clusters Score -765952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -765955.937500 Penalty: 859.913025
	Iteration 97Q: 3 clusters Score -765955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -765957.750000 Penalty: 859.913025
	Iteration 98Q: 3 clusters Score -765957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -765960.937500 Penalty: 859.913025
	Iteration 99Q: 3 clusters Score -765960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -765965.187500 Penalty: 859.913025
	Iteration 100F: 3 clusters Score -765965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -765969.187500 Penalty: 859.913025
	Iteration 101Q: 3 clusters Score -765969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -765969.812500 Penalty: 859.913025
	Iteration 102Q: 3 clusters Score -765969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -765971.312500 Penalty: 859.913025
	Iteration 103Q: 3 clusters Score -765971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -765972.937500 Penalty: 859.913025
	Iteration 104Q: 3 clusters Score -765972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -765976.687500 Penalty: 859.913025
	Iteration 105Q: 3 clusters Score -765976.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -765981.437500 Penalty: 859.913025
	Iteration 106Q: 3 clusters Score -765981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -765983.062500 Penalty: 859.913025
	Iteration 107Q: 3 clusters Score -765983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -765984.375000 Penalty: 859.913025
	Iteration 108Q: 3 clusters Score -765984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -765985.000000 Penalty: 859.913025
	Iteration 109Q: 3 clusters Score -765985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -765986.750000 Penalty: 859.913025
	Iteration 110Q: 3 clusters Score -765986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -765986.937500 Penalty: 859.913025
	Iteration 111Q: 3 clusters Score -765986.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -765989.000000 Penalty: 859.913025
	Iteration 112Q: 3 clusters Score -765989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -765990.000000 Penalty: 859.913025
	Iteration 113Q: 3 clusters Score -765990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -765989.875000 Penalty: 859.913025
	Iteration 114Q: 3 clusters Score -765989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -765990.000000 Penalty: 859.913025
	Iteration 115Q: 3 clusters Score -765990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -765991.562500 Penalty: 859.913025
	Iteration 116Q: 3 clusters Score -765991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -765995.812500 Penalty: 859.913025
	Iteration 117Q: 3 clusters Score -765995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -765998.500000 Penalty: 859.913025
	Iteration 118Q: 3 clusters Score -765998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -766004.187500 Penalty: 859.913025
	Iteration 119Q: 3 clusters Score -766004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -766004.312500 Penalty: 859.913025
	Iteration 120F: 3 clusters Score -766004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -766007.312500 Penalty: 859.913025
	Iteration 121Q: 3 clusters Score -766007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -766007.437500 Penalty: 859.913025
	Iteration 122Q: 3 clusters Score -766007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -766008.562500 Penalty: 859.913025
	Iteration 123Q: 3 clusters Score -766008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -766009.187500 Penalty: 859.913025
	Iteration 124Q: 3 clusters Score -766009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -766012.687500 Penalty: 859.913025
	Iteration 125Q: 3 clusters Score -766012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -766012.937500 Penalty: 859.913025
	Iteration 126Q: 3 clusters Score -766012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -766013.937500 Penalty: 859.913025
	Iteration 127Q: 3 clusters Score -766013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -766014.750000 Penalty: 859.913025
	Iteration 128Q: 3 clusters Score -766014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -766014.750000 Penalty: 859.913025
	Iteration 129Q: 3 clusters Score -766014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -766017.125000 Penalty: 859.913025
	Iteration 130Q: 3 clusters Score -766017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -766018.312500 Penalty: 859.913025
	Iteration 131Q: 3 clusters Score -766018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -766018.062500 Penalty: 859.913025
	Iteration 132Q: 3 clusters Score -766018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -766018.937500 Penalty: 859.913025
	Iteration 133Q: 3 clusters Score -766018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -766020.812500 Penalty: 859.913025
	Iteration 134Q: 3 clusters Score -766020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -766023.000000 Penalty: 859.913025
	Iteration 135Q: 3 clusters Score -766023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -766024.125000 Penalty: 859.913025
	Iteration 136Q: 3 clusters Score -766024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -766026.937500 Penalty: 859.913025
	Iteration 137Q: 3 clusters Score -766026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -766028.875000 Penalty: 859.913025
	Iteration 138Q: 3 clusters Score -766028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -766029.625000 Penalty: 859.913025
	Iteration 139Q: 3 clusters Score -766029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -766030.125000 Penalty: 859.913025
	Iteration 140F: 3 clusters Score -766030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -766029.937500 Penalty: 859.913025
	Iteration 141Q: 3 clusters Score -766029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -766030.062500 Penalty: 859.913025
	Iteration 142Q: 3 clusters Score -766030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -766030.375000 Penalty: 859.913025
	Iteration 143Q: 3 clusters Score -766030.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -766030.375000 Penalty: 859.913025
	Iteration 144F: 3 clusters Score -766030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -140151.093750 Penalty: 359.259277
	Iteration 0F: 2 clusters Score -140151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -138303.140625 Penalty: 718.518555
	Iteration 0F: 3 clusters Score -138303.1 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -139063.843750 Penalty: 718.518555
	Iteration 1F: 3 clusters Score -139063.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -139265.421875 Penalty: 718.518555
	Iteration 2F: 3 clusters Score -139265.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -139429.890625 Penalty: 718.518555
	Iteration 3F: 3 clusters Score -139429.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -139539.062500 Penalty: 718.518555
	Iteration 4F: 3 clusters Score -139539.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -139604.859375 Penalty: 718.518555
	Iteration 5Q: 3 clusters Score -139604.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -139650.328125 Penalty: 718.518555
	Iteration 6Q: 3 clusters Score -139650.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -139694.093750 Penalty: 718.518555
	Iteration 7Q: 3 clusters Score -139694.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -139746.468750 Penalty: 718.518555
	Iteration 8Q: 3 clusters Score -139746.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -139800.937500 Penalty: 718.518555
	Iteration 9Q: 3 clusters Score -139800.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -139868.546875 Penalty: 718.518555
	Iteration 10Q: 3 clusters Score -139868.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -139917.343750 Penalty: 718.518555
	Iteration 11Q: 3 clusters Score -139917.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -139934.234375 Penalty: 718.518555
	Iteration 12Q: 3 clusters Score -139934.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -139942.328125 Penalty: 718.518555
	Iteration 13Q: 3 clusters Score -139942.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -139947.562500 Penalty: 718.518555
	Iteration 14Q: 3 clusters Score -139947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -139960.140625 Penalty: 718.518555
	Iteration 15Q: 3 clusters Score -139960.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -139972.890625 Penalty: 718.518555
	Iteration 16Q: 3 clusters Score -139972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -139991.156250 Penalty: 718.518555
	Iteration 17Q: 3 clusters Score -139991.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -140004.437500 Penalty: 718.518555
	Iteration 18Q: 3 clusters Score -140004.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -140014.625000 Penalty: 718.518555
	Iteration 19Q: 3 clusters Score -140014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -140025.375000 Penalty: 718.518555
	Iteration 20F: 3 clusters Score -140025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -140030.953125 Penalty: 718.518555
	Iteration 21Q: 3 clusters Score -140031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -140035.265625 Penalty: 718.518555
	Iteration 22Q: 3 clusters Score -140035.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -140036.937500 Penalty: 718.518555
	Iteration 23Q: 3 clusters Score -140036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -140038.046875 Penalty: 718.518555
	Iteration 24Q: 3 clusters Score -140038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -140038.046875 Penalty: 718.518555
	Iteration 25Q: 3 clusters Score -140038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -140038.046875 Penalty: 718.518555
	Iteration 26F: 3 clusters Score -140038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -16617.923828 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -16617.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16257.710938 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -16257.71 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16473.830078 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -16473.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16563.966797 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -16563.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16627.289062 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -16627.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16666.599609 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -16666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16727.939453 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -16727.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16785.904297 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -16785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16821.876953 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -16821.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16845.970703 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -16845.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16850.417969 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -16850.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16851.394531 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -16851.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16851.394531 Penalty: 527.717468
	Iteration 11F: 3 clusters Score -16851.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Entering Unmasked Estep 
Score: -58204452.000000 Penalty: 48460.542969
Splitting cluster 33 changes total score from -58204280.000000 to -58204452.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 34 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -40321.230469 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -40321.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39698.332031 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39698.33 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39926.003906 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40010.914062 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -40010.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40069.898438 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -40069.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40100.925781 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -40100.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40118.375000 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -40118.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40138.265625 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -40138.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40154.878906 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -40154.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40181.246094 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -40181.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40199.128906 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -40199.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40204.750000 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -40204.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40207.269531 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -40207.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40207.683594 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -40207.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40207.683594 Penalty: 598.585388
	Iteration 13F: 3 clusters Score -40207.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8608.405273 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8608.405 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 123 members 
Entering Unmasked Estep 
Score: -8281.171875 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -8281.172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8443.002930 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -8443.003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8487.995117 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8487.995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8508.162109 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -8508.162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8534.270508 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -8534.271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8549.598633 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8549.599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8567.089844 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8567.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8569.403320 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8569.403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8570.929688 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -8570.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8576.640625 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -8576.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8577.251953 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -8577.252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8577.251953 Penalty: 509.456421
	Iteration 11F: 3 clusters Score -8577.252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -890082.562500 Penalty: 436.469757
	Iteration 0F: 2 clusters Score -890082.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -880350.937500 Penalty: 872.939514
	Iteration 0F: 3 clusters Score -880350.9 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -884710.187500 Penalty: 872.939514
	Iteration 1F: 3 clusters Score -884710.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -885391.125000 Penalty: 872.939514
	Iteration 2F: 3 clusters Score -885391.1 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -886284.062500 Penalty: 872.939514
	Iteration 3F: 3 clusters Score -886284.1 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -887241.625000 Penalty: 872.939514
	Iteration 4F: 3 clusters Score -887241.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -887974.750000 Penalty: 872.939514
	Iteration 5F: 3 clusters Score -887974.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -888500.312500 Penalty: 872.939514
	Iteration 6Q: 3 clusters Score -888500.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -888878.312500 Penalty: 872.939514
	Iteration 7Q: 3 clusters Score -888878.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -889131.437500 Penalty: 872.939514
	Iteration 8Q: 3 clusters Score -889131.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -889317.250000 Penalty: 872.939514
	Iteration 9Q: 3 clusters Score -889317.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -889441.562500 Penalty: 872.939514
	Iteration 10Q: 3 clusters Score -889441.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -889528.812500 Penalty: 872.939514
	Iteration 11Q: 3 clusters Score -889528.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -889603.000000 Penalty: 872.939514
	Iteration 12Q: 3 clusters Score -889603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -889657.375000 Penalty: 872.939514
	Iteration 13Q: 3 clusters Score -889657.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -889705.312500 Penalty: 872.939514
	Iteration 14Q: 3 clusters Score -889705.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -889733.750000 Penalty: 872.939514
	Iteration 15Q: 3 clusters Score -889733.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -889756.375000 Penalty: 872.939514
	Iteration 16Q: 3 clusters Score -889756.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -889770.500000 Penalty: 872.939514
	Iteration 17Q: 3 clusters Score -889770.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -889777.187500 Penalty: 872.939514
	Iteration 18Q: 3 clusters Score -889777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -889782.000000 Penalty: 872.939514
	Iteration 19Q: 3 clusters Score -889782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -889786.812500 Penalty: 872.939514
	Iteration 20F: 3 clusters Score -889786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -889788.875000 Penalty: 872.939514
	Iteration 21Q: 3 clusters Score -889788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -889795.312500 Penalty: 872.939514
	Iteration 22Q: 3 clusters Score -889795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -889800.562500 Penalty: 872.939514
	Iteration 23Q: 3 clusters Score -889800.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -889808.687500 Penalty: 872.939514
	Iteration 24Q: 3 clusters Score -889808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -889826.687500 Penalty: 872.939514
	Iteration 25Q: 3 clusters Score -889826.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -889859.875000 Penalty: 872.939514
	Iteration 26Q: 3 clusters Score -889859.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -889886.812500 Penalty: 872.939514
	Iteration 27Q: 3 clusters Score -889886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -889920.750000 Penalty: 872.939514
	Iteration 28Q: 3 clusters Score -889920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -889934.500000 Penalty: 872.939514
	Iteration 29Q: 3 clusters Score -889934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -889943.125000 Penalty: 872.939514
	Iteration 30Q: 3 clusters Score -889943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -889946.562500 Penalty: 872.939514
	Iteration 31Q: 3 clusters Score -889946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -889949.125000 Penalty: 872.939514
	Iteration 32Q: 3 clusters Score -889949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -889951.625000 Penalty: 872.939514
	Iteration 33Q: 3 clusters Score -889951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -889952.750000 Penalty: 872.939514
	Iteration 34Q: 3 clusters Score -889952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -889952.625000 Penalty: 872.939514
	Iteration 35Q: 3 clusters Score -889952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -889952.625000 Penalty: 872.939514
	Iteration 36F: 3 clusters Score -889952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -166293.984375 Penalty: 360.742493
	Iteration 0F: 2 clusters Score -166294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -164359.515625 Penalty: 721.484985
	Iteration 0F: 3 clusters Score -164359.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -164992.171875 Penalty: 721.484985
	Iteration 1F: 3 clusters Score -164992.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -165075.468750 Penalty: 721.484985
	Iteration 2F: 3 clusters Score -165075.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -165178.187500 Penalty: 721.484985
	Iteration 3F: 3 clusters Score -165178.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -165330.640625 Penalty: 721.484985
	Iteration 4F: 3 clusters Score -165330.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -165510.140625 Penalty: 721.484985
	Iteration 5F: 3 clusters Score -165510.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -165657.437500 Penalty: 721.484985
	Iteration 6F: 3 clusters Score -165657.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -165780.140625 Penalty: 721.484985
	Iteration 7F: 3 clusters Score -165780.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -165855.734375 Penalty: 721.484985
	Iteration 8Q: 3 clusters Score -165855.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -165910.328125 Penalty: 721.484985
	Iteration 9Q: 3 clusters Score -165910.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -165943.531250 Penalty: 721.484985
	Iteration 10Q: 3 clusters Score -165943.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -165968.406250 Penalty: 721.484985
	Iteration 11Q: 3 clusters Score -165968.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -165989.125000 Penalty: 721.484985
	Iteration 12Q: 3 clusters Score -165989.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -166003.046875 Penalty: 721.484985
	Iteration 13Q: 3 clusters Score -166003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -166015.718750 Penalty: 721.484985
	Iteration 14Q: 3 clusters Score -166015.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -166020.953125 Penalty: 721.484985
	Iteration 15Q: 3 clusters Score -166021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -166025.578125 Penalty: 721.484985
	Iteration 16Q: 3 clusters Score -166025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -166031.468750 Penalty: 721.484985
	Iteration 17Q: 3 clusters Score -166031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -166035.750000 Penalty: 721.484985
	Iteration 18Q: 3 clusters Score -166035.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -166042.093750 Penalty: 721.484985
	Iteration 19Q: 3 clusters Score -166042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -166048.734375 Penalty: 721.484985
	Iteration 20F: 3 clusters Score -166048.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -166053.906250 Penalty: 721.484985
	Iteration 21Q: 3 clusters Score -166053.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -166059.781250 Penalty: 721.484985
	Iteration 22Q: 3 clusters Score -166059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166063.156250 Penalty: 721.484985
	Iteration 23Q: 3 clusters Score -166063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -166064.375000 Penalty: 721.484985
	Iteration 24Q: 3 clusters Score -166064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -166064.718750 Penalty: 721.484985
	Iteration 25Q: 3 clusters Score -166064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166067.015625 Penalty: 721.484985
	Iteration 26Q: 3 clusters Score -166067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -166069.359375 Penalty: 721.484985
	Iteration 27Q: 3 clusters Score -166069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -166071.203125 Penalty: 721.484985
	Iteration 28Q: 3 clusters Score -166071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -166072.046875 Penalty: 721.484985
	Iteration 29Q: 3 clusters Score -166072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -166072.687500 Penalty: 721.484985
	Iteration 30Q: 3 clusters Score -166072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -166072.406250 Penalty: 721.484985
	Iteration 31Q: 3 clusters Score -166072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -166072.968750 Penalty: 721.484985
	Iteration 32Q: 3 clusters Score -166073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -166074.453125 Penalty: 721.484985
	Iteration 33Q: 3 clusters Score -166074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -166076.968750 Penalty: 721.484985
	Iteration 34Q: 3 clusters Score -166077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -166079.109375 Penalty: 721.484985
	Iteration 35Q: 3 clusters Score -166079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -166079.453125 Penalty: 721.484985
	Iteration 36Q: 3 clusters Score -166079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -166079.687500 Penalty: 721.484985
	Iteration 37Q: 3 clusters Score -166079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -166080.046875 Penalty: 721.484985
	Iteration 38Q: 3 clusters Score -166080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -166080.296875 Penalty: 721.484985
	Iteration 39Q: 3 clusters Score -166080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -166080.718750 Penalty: 721.484985
	Iteration 40F: 3 clusters Score -166080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -166080.875000 Penalty: 721.484985
	Iteration 41Q: 3 clusters Score -166080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -166081.359375 Penalty: 721.484985
	Iteration 42Q: 3 clusters Score -166081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -166081.390625 Penalty: 721.484985
	Iteration 43Q: 3 clusters Score -166081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -166081.687500 Penalty: 721.484985
	Iteration 44Q: 3 clusters Score -166081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -166081.687500 Penalty: 721.484985
	Iteration 45F: 3 clusters Score -166081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9656.534180 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9656.534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9341.471680 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9341.472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9560.058594 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9560.059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9631.928711 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9631.929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9701.233398 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -9701.233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9773.757812 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9773.758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9900.557617 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9900.558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9962.481445 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9962.481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10022.059570 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -10022.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10075.349609 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -10075.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10086.097656 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -10086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10086.097656 Penalty: 507.411377
	Iteration 10F: 3 clusters Score -10086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Entering Unmasked Estep 
Score: -58204520.000000 Penalty: 49089.898438
Splitting cluster 38 changes total score from -58204280.000000 to -58204520.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 39 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13664.026367 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13664.03 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 136 members 
Entering Unmasked Estep 
Score: -13342.007812 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13342.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13492.901367 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13492.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13608.042969 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13608.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13689.006836 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -13689.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13782.605469 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -13782.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13914.499023 Penalty: 515.012878
	Iteration 5F: 3 clusters Score -13914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13996.023438 Penalty: 515.012878
	Iteration 6F: 3 clusters Score -13996.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14035.948242 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -14035.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14055.720703 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -14055.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14088.012695 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -14088.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14110.465820 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -14110.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14112.707031 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -14112.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14112.707031 Penalty: 515.012878
	Iteration 12F: 3 clusters Score -14112.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Entering Unmasked Estep 
Score: -58204564.000000 Penalty: 49719.257812
Splitting cluster 39 changes total score from -58204280.000000 to -58204564.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16511.419922 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16511.42 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16668.384766 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16668.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16698.578125 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16698.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16715.683594 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16715.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16720.939453 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16720.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16723.273438 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16723.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16729.341797 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16729.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16732.195312 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16732.195312 Penalty: 511.456482
	Iteration 8F: 3 clusters Score -16732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -18063.660156 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -18063.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17702.517578 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -17702.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17825.121094 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -17825.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17954.787109 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -17954.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18009.099609 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -18009.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18030.078125 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -18030.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18044.863281 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -18044.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18054.744141 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -18054.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18059.423828 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -18059.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18062.333984 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -18062.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18069.798828 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -18069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18072.361328 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -18072.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18074.648438 Penalty: 518.740356
	Iteration 11Q: 3 clusters Score -18074.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18075.484375 Penalty: 518.740356
	Iteration 12Q: 3 clusters Score -18075.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18075.484375 Penalty: 518.740356
	Iteration 13F: 3 clusters Score -18075.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 198 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 116 members 
Entering Unmasked Estep 
Score: -58204204.000000 Penalty: 50348.613281
Splitting cluster 41 changes total score from -58204280.000000 to -58204204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4998.044922 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4998.045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5039.760742 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5039.761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5045.407715 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5045.408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5049.388672 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5049.389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5051.483398 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -5051.483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5051.483398 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -5051.483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -356257.906250 Penalty: 396.197998
	Iteration 0F: 2 clusters Score -356257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -352183.968750 Penalty: 792.395996
	Iteration 0F: 3 clusters Score -352184 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -353724.312500 Penalty: 792.395996
	Iteration 1F: 3 clusters Score -353724.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -353845.843750 Penalty: 792.395996
	Iteration 2Q: 3 clusters Score -353845.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -353998.281250 Penalty: 792.395996
	Iteration 3F: 3 clusters Score -353998.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -354183.625000 Penalty: 792.395996
	Iteration 4F: 3 clusters Score -354183.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -354434.500000 Penalty: 792.395996
	Iteration 5F: 3 clusters Score -354434.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -354738.562500 Penalty: 792.395996
	Iteration 6F: 3 clusters Score -354738.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355073.968750 Penalty: 792.395996
	Iteration 7F: 3 clusters Score -355074 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -355379.843750 Penalty: 792.395996
	Iteration 8F: 3 clusters Score -355379.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -355591.312500 Penalty: 792.395996
	Iteration 9Q: 3 clusters Score -355591.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -355773.218750 Penalty: 792.395996
	Iteration 10Q: 3 clusters Score -355773.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -355876.218750 Penalty: 792.395996
	Iteration 11Q: 3 clusters Score -355876.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -355941.125000 Penalty: 792.395996
	Iteration 12Q: 3 clusters Score -355941.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -355965.500000 Penalty: 792.395996
	Iteration 13Q: 3 clusters Score -355965.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -355981.406250 Penalty: 792.395996
	Iteration 14Q: 3 clusters Score -355981.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -355994.687500 Penalty: 792.395996
	Iteration 15Q: 3 clusters Score -355994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -355999.656250 Penalty: 792.395996
	Iteration 16Q: 3 clusters Score -355999.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -356003.250000 Penalty: 792.395996
	Iteration 17Q: 3 clusters Score -356003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -356007.937500 Penalty: 792.395996
	Iteration 18Q: 3 clusters Score -356007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -356013.468750 Penalty: 792.395996
	Iteration 19Q: 3 clusters Score -356013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -356020.968750 Penalty: 792.395996
	Iteration 20F: 3 clusters Score -356021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -356032.093750 Penalty: 792.395996
	Iteration 21Q: 3 clusters Score -356032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -356039.937500 Penalty: 792.395996
	Iteration 22Q: 3 clusters Score -356039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -356045.625000 Penalty: 792.395996
	Iteration 23Q: 3 clusters Score -356045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -356050.937500 Penalty: 792.395996
	Iteration 24Q: 3 clusters Score -356050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -356055.437500 Penalty: 792.395996
	Iteration 25Q: 3 clusters Score -356055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -356058.000000 Penalty: 792.395996
	Iteration 26Q: 3 clusters Score -356058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -356061.343750 Penalty: 792.395996
	Iteration 27Q: 3 clusters Score -356061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -356066.593750 Penalty: 792.395996
	Iteration 28Q: 3 clusters Score -356066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -356070.625000 Penalty: 792.395996
	Iteration 29Q: 3 clusters Score -356070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -356073.562500 Penalty: 792.395996
	Iteration 30Q: 3 clusters Score -356073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -356075.218750 Penalty: 792.395996
	Iteration 31Q: 3 clusters Score -356075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -356077.000000 Penalty: 792.395996
	Iteration 32Q: 3 clusters Score -356077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -356077.718750 Penalty: 792.395996
	Iteration 33Q: 3 clusters Score -356077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -356077.625000 Penalty: 792.395996
	Iteration 34Q: 3 clusters Score -356077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -356077.625000 Penalty: 792.395996
	Iteration 35F: 3 clusters Score -356077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40324.125000 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40324.12 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40587.675781 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40587.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40656.664062 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40656.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40698.789062 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40698.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40720.207031 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -40720.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40731.832031 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40731.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40744.105469 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40744.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40760.988281 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40760.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40767.644531 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40767.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40776.835938 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40776.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40780.523438 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40780.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40784.464844 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40784.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40786.968750 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -40786.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40788.687500 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -40788.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40789.421875 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -40789.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40792.449219 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -40792.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40797.386719 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -40797.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40799.492188 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -40799.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40804.542969 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -40804.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40809.750000 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -40809.75 nChanged 8
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: -40817.824219 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -40817.82 nChanged 5
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: -40826.312500 Penalty: 592.838867
	Iteration 21Q: 3 clusters Score -40826.31 nChanged 8
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: -40829.972656 Penalty: 592.838867
	Iteration 22Q: 3 clusters Score -40829.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40832.421875 Penalty: 592.838867
	Iteration 23Q: 3 clusters Score -40832.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40834.851562 Penalty: 592.838867
	Iteration 24Q: 3 clusters Score -40834.85 nChanged 1
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: -40835.875000 Penalty: 592.838867
	Iteration 25Q: 3 clusters Score -40835.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40839.046875 Penalty: 592.838867
	Iteration 26Q: 3 clusters Score -40839.05 nChanged 3
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: -40840.550781 Penalty: 592.838867
	Iteration 27Q: 3 clusters Score -40840.55 nChanged 5
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: -40846.953125 Penalty: 592.838867
	Iteration 28Q: 3 clusters Score -40846.95 nChanged 8
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: -40854.167969 Penalty: 592.838867
	Iteration 29Q: 3 clusters Score -40854.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40857.250000 Penalty: 592.838867
	Iteration 30Q: 3 clusters Score -40857.25 nChanged 3
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: -40858.617188 Penalty: 592.838867
	Iteration 31Q: 3 clusters Score -40858.62 nChanged 0
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: -40858.617188 Penalty: 592.838867
	Iteration 32F: 3 clusters Score -40858.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10898.278320 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10898.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10634.383789 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10634.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10800.474609 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10800.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10931.492188 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10931.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11050.299805 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -11050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11120.560547 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -11120.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11176.674805 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -11176.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11207.150391 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -11207.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11207.150391 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -11207.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Entering Unmasked Estep 
Score: -58204468.000000 Penalty: 50348.613281
Splitting cluster 45 changes total score from -58204280.000000 to -58204468.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 46 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -120262.289062 Penalty: 345.521454
	Iteration 0F: 2 clusters Score -120262.3 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 1012 members 
Entering Unmasked Estep 
Score: -118821.515625 Penalty: 691.042908
	Iteration 0F: 3 clusters Score -118821.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -119309.093750 Penalty: 691.042908
	Iteration 1F: 3 clusters Score -119309.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -119409.453125 Penalty: 691.042908
	Iteration 2F: 3 clusters Score -119409.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -119501.812500 Penalty: 691.042908
	Iteration 3F: 3 clusters Score -119501.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -119599.390625 Penalty: 691.042908
	Iteration 4F: 3 clusters Score -119599.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -119706.726562 Penalty: 691.042908
	Iteration 5F: 3 clusters Score -119706.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -119813.898438 Penalty: 691.042908
	Iteration 6F: 3 clusters Score -119813.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -119912.523438 Penalty: 691.042908
	Iteration 7F: 3 clusters Score -119912.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -119962.257812 Penalty: 691.042908
	Iteration 8Q: 3 clusters Score -119962.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -120007.500000 Penalty: 691.042908
	Iteration 9Q: 3 clusters Score -120007.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -120037.437500 Penalty: 691.042908
	Iteration 10Q: 3 clusters Score -120037.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -120049.945312 Penalty: 691.042908
	Iteration 11Q: 3 clusters Score -120049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -120058.179688 Penalty: 691.042908
	Iteration 12Q: 3 clusters Score -120058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -120065.492188 Penalty: 691.042908
	Iteration 13Q: 3 clusters Score -120065.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -120072.195312 Penalty: 691.042908
	Iteration 14Q: 3 clusters Score -120072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -120077.007812 Penalty: 691.042908
	Iteration 15Q: 3 clusters Score -120077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -120082.812500 Penalty: 691.042908
	Iteration 16Q: 3 clusters Score -120082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -120085.789062 Penalty: 691.042908
	Iteration 17Q: 3 clusters Score -120085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -120089.468750 Penalty: 691.042908
	Iteration 18Q: 3 clusters Score -120089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -120091.218750 Penalty: 691.042908
	Iteration 19Q: 3 clusters Score -120091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -120091.492188 Penalty: 691.042908
	Iteration 20F: 3 clusters Score -120091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6007.985840 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6007.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5809.870605 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5809.871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5912.301758 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5912.302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5943.240234 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5943.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5954.855957 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5954.856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5960.351562 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5960.352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5976.620117 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5976.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5995.287598 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -5995.288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5999.312500 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -5999.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6002.588379 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -6002.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6002.588379 Penalty: 430.192291
	Iteration 9F: 3 clusters Score -6002.588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -22827.619141 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -22827.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22444.740234 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -22444.74 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22541.769531 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -22541.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22572.353516 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -22572.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22590.482422 Penalty: 536.139587
	Iteration 3Q: 3 clusters Score -22590.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22598.976562 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -22598.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22601.091797 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -22601.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22603.267578 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -22603.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22607.689453 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -22607.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22617.123047 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -22617.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22625.677734 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -22625.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22642.158203 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -22642.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22662.873047 Penalty: 536.139587
	Iteration 11Q: 3 clusters Score -22662.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22675.472656 Penalty: 536.139587
	Iteration 12Q: 3 clusters Score -22675.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22682.314453 Penalty: 536.139587
	Iteration 13Q: 3 clusters Score -22682.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22686.628906 Penalty: 536.139587
	Iteration 14Q: 3 clusters Score -22686.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22689.255859 Penalty: 536.139587
	Iteration 15Q: 3 clusters Score -22689.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22693.937500 Penalty: 536.139587
	Iteration 16Q: 3 clusters Score -22693.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22698.054688 Penalty: 536.139587
	Iteration 17Q: 3 clusters Score -22698.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22703.628906 Penalty: 536.139587
	Iteration 18Q: 3 clusters Score -22703.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22705.423828 Penalty: 536.139587
	Iteration 19Q: 3 clusters Score -22705.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22707.078125 Penalty: 536.139587
	Iteration 20F: 3 clusters Score -22707.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6592.888184 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6592.888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6639.971680 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6639.972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6650.867676 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -6650.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6659.466797 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6659.467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6661.245605 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -6661.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6661.245605 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -6661.246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 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 379 members 
Entering Unmasked Estep 
Score: -45493.636719 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45493.64 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -45673.000000 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45750.609375 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45750.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45841.328125 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -45841.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45939.656250 Penalty: 602.426697
	Iteration 4F: 3 clusters Score -45939.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45998.214844 Penalty: 602.426697
	Iteration 5F: 3 clusters Score -45998.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46022.816406 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -46022.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46032.480469 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -46032.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46049.082031 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -46049.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46068.562500 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46068.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46073.589844 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46073.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46075.410156 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46075.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -46075.410156 Penalty: 602.426697
	Iteration 12F: 3 clusters Score -46075.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12682.606445 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12682.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12337.121094 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12337.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12443.155273 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12443.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12525.688477 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12525.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12676.484375 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -12676.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12722.982422 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -12722.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12736.044922 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12736.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12748.018555 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12748.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12750.924805 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12750.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12751.871094 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12751.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12751.871094 Penalty: 503.897430
	Iteration 9F: 3 clusters Score -12751.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 133 members 
Entering Unmasked Estep 
Score: -58204204.000000 Penalty: 50977.972656
Splitting cluster 51 changes total score from -58204280.000000 to -58204204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11846.318359 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11846.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11943.335938 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11943.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11989.757812 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11989.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12013.824219 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -12013.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12054.346680 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12054.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12088.131836 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12088.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12099.241211 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12099.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12105.977539 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12105.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12115.768555 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12115.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12132.531250 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12132.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12144.007812 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12144.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12155.991211 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -12155.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12169.325195 Penalty: 487.877594
	Iteration 12Q: 3 clusters Score -12169.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12184.246094 Penalty: 487.877594
	Iteration 13Q: 3 clusters Score -12184.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12196.447266 Penalty: 487.877594
	Iteration 14Q: 3 clusters Score -12196.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12207.125000 Penalty: 487.877594
	Iteration 15Q: 3 clusters Score -12207.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12215.457031 Penalty: 487.877594
	Iteration 16Q: 3 clusters Score -12215.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12220.779297 Penalty: 487.877594
	Iteration 17Q: 3 clusters Score -12220.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12230.780273 Penalty: 487.877594
	Iteration 18Q: 3 clusters Score -12230.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12235.192383 Penalty: 487.877594
	Iteration 19Q: 3 clusters Score -12235.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12237.382812 Penalty: 487.877594
	Iteration 20F: 3 clusters Score -12237.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12238.359375 Penalty: 487.877594
	Iteration 21Q: 3 clusters Score -12238.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12238.359375 Penalty: 487.877594
	Iteration 22F: 3 clusters Score -12238.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 102 members 
Entering Unmasked Estep 
Score: -58204196.000000 Penalty: 50977.972656
Splitting cluster 52 changes total score from -58204280.000000 to -58204196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -11465.680664 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -11465.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11160.213867 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -11160.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11313.113281 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -11313.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11361.184570 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -11361.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11409.469727 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -11409.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11433.557617 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -11433.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11440.451172 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -11440.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11443.291016 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -11443.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11443.291016 Penalty: 496.822296
	Iteration 7F: 3 clusters Score -11443.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -41033.347656 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -41033.35 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 354 members 
Entering Unmasked Estep 
Score: -40424.625000 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -40424.62 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40668.984375 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -40668.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40733.492188 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -40733.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40796.964844 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -40796.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40829.109375 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -40829.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40848.441406 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -40848.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40853.679688 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -40853.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40856.535156 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -40856.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40857.726562 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -40857.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40858.160156 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -40858.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40859.308594 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -40859.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -40864.953125 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -40864.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40874.089844 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -40874.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40882.027344 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -40882.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -40890.359375 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -40890.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40897.437500 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -40897.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40902.816406 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -40902.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40908.328125 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -40908.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40914.906250 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -40914.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40919.851562 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -40919.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40927.429688 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -40927.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40932.523438 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -40932.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40940.000000 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -40940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40952.050781 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -40952.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40957.488281 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -40957.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40960.089844 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -40960.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40962.628906 Penalty: 594.970703
	Iteration 26Q: 3 clusters Score -40962.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40964.109375 Penalty: 594.970703
	Iteration 27Q: 3 clusters Score -40964.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40965.027344 Penalty: 594.970703
	Iteration 28Q: 3 clusters Score -40965.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40965.492188 Penalty: 594.970703
	Iteration 29Q: 3 clusters Score -40965.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40965.492188 Penalty: 594.970703
	Iteration 30F: 3 clusters Score -40965.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -19932.421875 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -19932.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19557.232422 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19557.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19623.056641 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -19623.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19639.611328 Penalty: 530.434082
	Iteration 2Q: 3 clusters Score -19639.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19654.810547 Penalty: 530.434082
	Iteration 3Q: 3 clusters Score -19654.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19661.984375 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -19661.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19667.982422 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -19667.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19676.222656 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -19676.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19685.367188 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -19685.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19702.394531 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -19702.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19714.812500 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -19714.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19726.603516 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -19726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19738.181641 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -19738.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19744.607422 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -19744.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19751.679688 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -19751.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19756.900391 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -19756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19759.810547 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -19759.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19760.359375 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -19760.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19761.988281 Penalty: 530.434082
	Iteration 17Q: 3 clusters Score -19761.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19763.167969 Penalty: 530.434082
	Iteration 18Q: 3 clusters Score -19763.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19763.167969 Penalty: 530.434082
	Iteration 19F: 3 clusters Score -19763.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -65245.007812 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65245.01 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65549.390625 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65549.39 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65661.453125 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65661.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65734.312500 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -65734.31 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65814.484375 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -65814.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65867.359375 Penalty: 638.837341
	Iteration 5F: 3 clusters Score -65867.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65899.773438 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -65899.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65918.992188 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -65918.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65933.171875 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -65933.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65963.164062 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -65963.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65983.656250 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -65983.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65993.117188 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -65993.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65996.750000 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -65996.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66003.367188 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -66003.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66010.687500 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -66010.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66022.851562 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -66022.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66036.250000 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -66036.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66046.796875 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -66046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66055.734375 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -66055.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66069.093750 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -66069.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66081.906250 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -66081.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66093.484375 Penalty: 638.837341
	Iteration 21Q: 3 clusters Score -66093.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66108.937500 Penalty: 638.837341
	Iteration 22Q: 3 clusters Score -66108.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66120.992188 Penalty: 638.837341
	Iteration 23Q: 3 clusters Score -66120.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66132.773438 Penalty: 638.837341
	Iteration 24Q: 3 clusters Score -66132.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66150.031250 Penalty: 638.837341
	Iteration 25Q: 3 clusters Score -66150.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66162.500000 Penalty: 638.837341
	Iteration 26Q: 3 clusters Score -66162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66171.015625 Penalty: 638.837341
	Iteration 27Q: 3 clusters Score -66171.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66175.492188 Penalty: 638.837341
	Iteration 28Q: 3 clusters Score -66175.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66176.078125 Penalty: 638.837341
	Iteration 29Q: 3 clusters Score -66176.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66176.078125 Penalty: 638.837341
	Iteration 30F: 3 clusters Score -66176.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 901 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 626 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 218 members 
Entering Unmasked Estep 
Score: -58204276.000000 Penalty: 50977.972656
Splitting cluster 56 changes total score from -58204280.000000 to -58204276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -11323.249023 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -11323.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11037.162109 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -11037.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11125.854492 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -11125.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11176.775391 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -11176.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11191.158203 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -11191.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11207.560547 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -11207.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11219.065430 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -11219.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11219.065430 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -11219.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -36182.339844 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -36182.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35630.269531 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -35630.27 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35850.726562 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -35850.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35934.785156 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -35934.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35994.187500 Penalty: 585.980835
	Iteration 3F: 3 clusters Score -35994.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36031.687500 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -36031.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36049.875000 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -36049.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36074.417969 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -36074.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36088.683594 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -36088.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36102.277344 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -36102.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36112.984375 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -36112.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36121.679688 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -36121.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36133.265625 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -36133.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36140.750000 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -36140.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36154.031250 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -36154.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36175.183594 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -36175.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36204.730469 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -36204.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36224.144531 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -36224.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36237.085938 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -36237.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36256.902344 Penalty: 585.980835
	Iteration 18Q: 3 clusters Score -36256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36262.621094 Penalty: 585.980835
	Iteration 19Q: 3 clusters Score -36262.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36264.230469 Penalty: 585.980835
	Iteration 20F: 3 clusters Score -36264.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36266.945312 Penalty: 585.980835
	Iteration 21Q: 3 clusters Score -36266.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36278.984375 Penalty: 585.980835
	Iteration 22Q: 3 clusters Score -36278.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36306.054688 Penalty: 585.980835
	Iteration 23Q: 3 clusters Score -36306.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36338.625000 Penalty: 585.980835
	Iteration 24Q: 3 clusters Score -36338.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36358.925781 Penalty: 585.980835
	Iteration 25Q: 3 clusters Score -36358.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36365.250000 Penalty: 585.980835
	Iteration 26Q: 3 clusters Score -36365.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36366.890625 Penalty: 585.980835
	Iteration 27Q: 3 clusters Score -36366.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36367.476562 Penalty: 585.980835
	Iteration 28Q: 3 clusters Score -36367.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36367.933594 Penalty: 585.980835
	Iteration 29Q: 3 clusters Score -36367.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36367.933594 Penalty: 585.980835
	Iteration 30F: 3 clusters Score -36367.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Entering Unmasked Estep 
Score: -58204308.000000 Penalty: 50977.972656
Splitting cluster 59 changes total score from -58204280.000000 to -58204308.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4912.556152 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4912.556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4944.911133 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4944.911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4968.524902 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -4968.525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4977.946777 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4977.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4983.689453 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4983.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4989.982910 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -4989.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4989.982910 Penalty: 406.397644
	Iteration 6F: 3 clusters Score -4989.983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19890.998047 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19891 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20057.744141 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -20057.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20116.189453 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20116.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20143.921875 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -20143.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20162.500000 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -20162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20181.945312 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20181.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20192.062500 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20192.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20201.824219 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20201.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20212.628906 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20212.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20218.779297 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20218.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20233.302734 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -20233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20240.597656 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -20240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20248.291016 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -20248.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20249.503906 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -20249.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20250.693359 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -20250.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20250.693359 Penalty: 527.164246
	Iteration 15F: 3 clusters Score -20250.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11279.041016 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11279.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10981.245117 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -10981.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11057.520508 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11057.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11072.104492 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11073.741211 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11073.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11073.741211 Penalty: 495.653107
	Iteration 4F: 3 clusters Score -11073.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13256.325195 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13256.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12967.809570 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -12967.81 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13122.705078 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13122.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13195.552734 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13195.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13226.855469 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13226.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13248.690430 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13248.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13270.957031 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13270.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13291.296875 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13295.410156 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13295.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13297.422852 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13297.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13299.882812 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13299.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13302.586914 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13302.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13303.702148 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13303.702148 Penalty: 496.434235
	Iteration 12F: 3 clusters Score -13303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 110 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 124 members 
Entering Unmasked Estep 
Score: -58203988.000000 Penalty: 51607.328125
Splitting cluster 63 changes total score from -58204280.000000 to -58203988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -12362.523438 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -12362.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12017.143555 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -12017.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12212.072266 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -12212.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12302.876953 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -12302.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12348.134766 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -12348.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12369.811523 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -12369.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12378.441406 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -12378.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12378.827148 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -12378.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12378.827148 Penalty: 526.886414
	Iteration 7F: 3 clusters Score -12378.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 256 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 71 members 
Entering Unmasked Estep 
Score: -58203984.000000 Penalty: 51607.328125
Splitting cluster 64 changes total score from -58204280.000000 to -58203984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -15348.399414 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -15348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15071.115234 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -15071.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15196.965820 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -15196.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15248.205078 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -15248.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15305.373047 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -15305.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15331.462891 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -15331.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15337.150391 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -15337.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15345.629883 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -15345.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15348.197266 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -15348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15360.645508 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -15360.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15365.125977 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -15365.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15365.899414 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -15365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15365.899414 Penalty: 502.816223
	Iteration 11F: 3 clusters Score -15365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 565 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 191 members 
Entering Unmasked Estep 
Score: -58203948.000000 Penalty: 51607.328125
Splitting cluster 65 changes total score from -58204280.000000 to -58203948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -11397.861328 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -11397.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11122.302734 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -11122.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11235.261719 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -11235.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11278.378906 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -11278.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11288.988281 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -11288.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11294.468750 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -11294.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11307.062500 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -11307.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11311.715820 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -11311.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11313.622070 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -11313.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11315.671875 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -11315.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11316.375977 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -11316.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11316.375977 Penalty: 476.998962
	Iteration 10F: 3 clusters Score -11316.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16213.569336 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16213.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15882.257812 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15882.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15977.655273 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -15977.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16012.538086 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16012.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16035.750977 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16035.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16050.548828 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16050.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16055.956055 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16055.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16070.518555 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16070.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16081.328125 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16081.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16091.570312 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16091.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16109.791992 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16109.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16114.161133 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16114.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16114.826172 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -16114.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16114.826172 Penalty: 511.456482
	Iteration 12F: 3 clusters Score -16114.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -4451.717773 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -4451.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4295.222168 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4295.222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4329.541504 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4329.542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4344.528320 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4344.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4349.491211 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4349.491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4349.949219 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4349.949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4349.949219 Penalty: 406.397644
	Iteration 5F: 3 clusters Score -4349.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2963.015137 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2963.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2818.477295 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2818.477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2864.705078 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2864.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -35545.722656 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -35545.72 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 280 members 
Entering Unmasked Estep 
Score: -35018.125000 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -35018.12 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35213.640625 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -35213.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35293.824219 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -35293.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35374.117188 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -35374.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35451.746094 Penalty: 576.651123
	Iteration 4F: 3 clusters Score -35451.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35514.386719 Penalty: 576.651123
	Iteration 5F: 3 clusters Score -35514.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35564.359375 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -35564.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35593.574219 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -35593.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35615.359375 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -35615.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35640.691406 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -35640.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35658.785156 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -35658.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35679.542969 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -35679.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35716.675781 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -35716.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35924.769531 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -35924.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36028.937500 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -36028.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36032.843750 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -36032.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36037.109375 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -36037.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36047.656250 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -36047.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36056.902344 Penalty: 576.651123
	Iteration 18Q: 3 clusters Score -36056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36065.218750 Penalty: 576.651123
	Iteration 19Q: 3 clusters Score -36065.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36072.652344 Penalty: 576.651123
	Iteration 20F: 3 clusters Score -36072.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36078.921875 Penalty: 576.651123
	Iteration 21Q: 3 clusters Score -36078.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36085.925781 Penalty: 576.651123
	Iteration 22Q: 3 clusters Score -36085.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36087.667969 Penalty: 576.651123
	Iteration 23Q: 3 clusters Score -36087.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36087.667969 Penalty: 576.651123
	Iteration 24F: 3 clusters Score -36087.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 272 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 293 members 
Entering Unmasked Estep 
Score: -58204516.000000 Penalty: 51607.328125
Splitting cluster 70 changes total score from -58204280.000000 to -58204516.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 71 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3796.675049 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3796.675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3626.238770 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3626.239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3698.617432 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3698.617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3710.893311 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -3710.893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3710.893311 Penalty: 381.258575
	Iteration 3F: 3 clusters Score -3710.893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6403.444336 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6403.444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6197.213379 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6197.213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6262.012207 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6262.012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6349.616699 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -6349.617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6372.591797 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -6372.592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6407.815430 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -6407.815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6452.422363 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -6452.422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6521.934570 Penalty: 431.788818
	Iteration 6F: 3 clusters Score -6521.935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6655.803711 Penalty: 431.788818
	Iteration 7Q: 3 clusters Score -6655.804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6665.400879 Penalty: 431.788818
	Iteration 8Q: 3 clusters Score -6665.401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6675.881836 Penalty: 431.788818
	Iteration 9Q: 3 clusters Score -6675.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6690.866699 Penalty: 431.788818
	Iteration 10Q: 3 clusters Score -6690.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6741.697266 Penalty: 431.788818
	Iteration 11Q: 3 clusters Score -6741.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6741.697266 Penalty: 431.788818
	Iteration 12F: 3 clusters Score -6741.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 272 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 71 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 293 members 
Mstep: Class 83 contains 44 members 
Entering Unmasked Estep 
Score: -58204436.000000 Penalty: 52236.687500
Splitting cluster 72 changes total score from -58204280.000000 to -58204436.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11583.990234 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11583.99 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 117 members 
Entering Unmasked Estep 
Score: -11280.022461 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11280.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11353.646484 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11353.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11386.327148 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11386.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11414.008789 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11414.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11433.688477 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11433.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11440.936523 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11440.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11448.494141 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11448.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11459.995117 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11459.995117 Penalty: 498.738159
	Iteration 8F: 3 clusters Score -11460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5888.758789 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5888.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5699.748535 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5699.749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5734.366211 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5734.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5754.394043 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5754.394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5765.684082 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5765.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5771.944336 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5771.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5773.984863 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5773.985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5773.984863 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -5773.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -17130.982422 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -17130.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16779.978516 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -16779.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16954.744141 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16954.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17032.392578 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -17032.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17064.480469 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -17064.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17092.291016 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -17092.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17118.447266 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -17118.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17139.970703 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -17139.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17157.289062 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -17157.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17170.705078 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -17170.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17186.996094 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -17187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17192.679688 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -17192.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17193.722656 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -17193.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17201.253906 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -17201.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17215.408203 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -17215.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17216.279297 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -17216.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17228.976562 Penalty: 522.904541
	Iteration 15F: 3 clusters Score -17228.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17237.074219 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -17237.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17237.074219 Penalty: 522.904541
	Iteration 17F: 3 clusters Score -17237.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 272 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 71 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 188 members 
Mstep: Class 76 contains 309 members 
Mstep: Class 77 contains 134 members 
Mstep: Class 78 contains 123 members 
Mstep: Class 79 contains 157 members 
Mstep: Class 80 contains 124 members 
Mstep: Class 81 contains 207 members 
Mstep: Class 82 contains 293 members 
Mstep: Class 83 contains 44 members 
Mstep: Class 84 contains 125 members 
Entering Unmasked Estep 
Score: -58204180.000000 Penalty: 52866.046875
Splitting cluster 75 changes total score from -58204280.000000 to -58204180.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 98055 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 127948 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14782 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 362 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 340 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 195 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 87 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 272 members 
Mstep: Class 71 contains 66 members 
Mstep: Class 72 contains 71 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 83. Lose 526.995605 but Gain 629.359375
Score: -58204676.000000 Penalty: 51607.328125
Iteration 239Q: 83 clusters Score -5.820468e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 32541 members 
Mstep: Class 3 contains 98040 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 111007 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 61164 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128790 members 
Mstep: Class 17 contains 127931 members 
Mstep: Class 18 contains 123879 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 279 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12731 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 74 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 357 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 292 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 194 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 417 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 235 members 
Mstep: Class 64 contains 334 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 189 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 64 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 308 members 
Mstep: Class 77 contains 133 members 
Mstep: Class 78 contains 122 members 
Mstep: Class 79 contains 155 members 
Mstep: Class 80 contains 123 members 
Mstep: Class 81 contains 206 members 
Mstep: Class 82 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205088.000000 Penalty: 51607.328125
Iteration 240F: 83 clusters Score -5.820509e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 32554 members 
Mstep: Class 3 contains 98003 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 111004 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 61168 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128806 members 
Mstep: Class 17 contains 127899 members 
Mstep: Class 18 contains 123884 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 284 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 284 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12750 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 14656 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 350 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 292 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 58 contains 236 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 233 members 
Mstep: Class 64 contains 328 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 268 members 
Mstep: Class 71 contains 62 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 312 members 
Mstep: Class 76 contains 313 members 
Mstep: Class 77 contains 138 members 
Mstep: Class 78 contains 136 members 
Mstep: Class 79 contains 156 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 208 members 
Mstep: Class 82 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205348.000000 Penalty: 51607.328125
Iteration 241Q: 83 clusters Score -5.820535e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 32562 members 
Mstep: Class 3 contains 97961 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72877 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 111020 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 61159 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128802 members 
Mstep: Class 17 contains 127878 members 
Mstep: Class 18 contains 123891 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 283 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 286 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12776 members 
Mstep: Class 32 contains 2663 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 14657 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 145 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 346 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 292 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 58 contains 241 members 
Mstep: Class 59 contains 415 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 231 members 
Mstep: Class 64 contains 328 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 268 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 313 members 
Mstep: Class 77 contains 139 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 210 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205424.000000 Penalty: 51607.328125
Iteration 242Q: 83 clusters Score -5.820542e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 32577 members 
Mstep: Class 3 contains 97940 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 111006 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 61155 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128807 members 
Mstep: Class 17 contains 127878 members 
Mstep: Class 18 contains 123892 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14855 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12785 members 
Mstep: Class 32 contains 2657 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 14657 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 155 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 344 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 292 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 58 contains 244 members 
Mstep: Class 59 contains 415 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 230 members 
Mstep: Class 64 contains 328 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 268 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 239 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 304 members 
Mstep: Class 76 contains 314 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 214 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205524.000000 Penalty: 51607.328125
Iteration 243Q: 83 clusters Score -5.820552e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 32593 members 
Mstep: Class 3 contains 97917 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72878 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110999 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 61159 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128810 members 
Mstep: Class 17 contains 127850 members 
Mstep: Class 18 contains 123895 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12812 members 
Mstep: Class 32 contains 2652 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 14659 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 58 contains 246 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 329 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 239 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 297 members 
Mstep: Class 76 contains 316 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 221 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205556.000000 Penalty: 51607.328125
Iteration 244Q: 83 clusters Score -5.820556e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 32613 members 
Mstep: Class 3 contains 97900 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72879 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 111001 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 61160 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128809 members 
Mstep: Class 17 contains 127805 members 
Mstep: Class 18 contains 123895 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12842 members 
Mstep: Class 32 contains 2651 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2815 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 156 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6053 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 288 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 192 members 
Mstep: Class 58 contains 246 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 328 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 239 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 292 members 
Mstep: Class 76 contains 319 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 229 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205728.000000 Penalty: 51607.328125
Iteration 245Q: 83 clusters Score -5.820573e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 32641 members 
Mstep: Class 3 contains 97879 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72879 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 110992 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 61185 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128804 members 
Mstep: Class 17 contains 127744 members 
Mstep: Class 18 contains 123892 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14875 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 296 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12868 members 
Mstep: Class 32 contains 2646 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2818 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 287 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 248 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 328 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 239 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 292 members 
Mstep: Class 76 contains 320 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 231 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205680.000000 Penalty: 51607.328125
Iteration 246Q: 83 clusters Score -5.820568e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 32660 members 
Mstep: Class 3 contains 97865 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110969 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 61214 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128801 members 
Mstep: Class 17 contains 127694 members 
Mstep: Class 18 contains 123895 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 280 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14892 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12895 members 
Mstep: Class 32 contains 2642 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14656 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 286 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 250 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 239 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 322 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 137 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205792.000000 Penalty: 51607.328125
Iteration 247Q: 83 clusters Score -5.820579e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 32686 members 
Mstep: Class 3 contains 97846 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110925 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 61255 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128797 members 
Mstep: Class 17 contains 127645 members 
Mstep: Class 18 contains 123895 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14909 members 
Mstep: Class 26 contains 1034 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12922 members 
Mstep: Class 32 contains 2638 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14655 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 284 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 325 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205836.000000 Penalty: 51607.328125
Iteration 248Q: 83 clusters Score -5.820584e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 32711 members 
Mstep: Class 3 contains 97820 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110907 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 61269 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128800 members 
Mstep: Class 17 contains 127603 members 
Mstep: Class 18 contains 123893 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 280 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12938 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14658 members 
Mstep: Class 37 contains 2825 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 163 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 281 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 252 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 329 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205792.000000 Penalty: 51607.328125
Iteration 249Q: 83 clusters Score -5.820579e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 32737 members 
Mstep: Class 3 contains 97815 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110914 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 61273 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128792 members 
Mstep: Class 17 contains 127539 members 
Mstep: Class 18 contains 123891 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14949 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12948 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14660 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 275 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 400 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 335 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205888.000000 Penalty: 51607.328125
Iteration 250Q: 83 clusters Score -5.820589e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159386 members 
Mstep: Class 2 contains 32760 members 
Mstep: Class 3 contains 97814 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110909 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 61273 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128780 members 
Mstep: Class 17 contains 127489 members 
Mstep: Class 18 contains 123891 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 520 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14964 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12968 members 
Mstep: Class 32 contains 2632 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14662 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 266 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 254 members 
Mstep: Class 59 contains 398 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 345 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205948.000000 Penalty: 51607.328125
Iteration 251Q: 83 clusters Score -5.820595e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 32790 members 
Mstep: Class 3 contains 97806 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110905 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 61270 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128777 members 
Mstep: Class 17 contains 127456 members 
Mstep: Class 18 contains 123890 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 519 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14976 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12974 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14664 members 
Mstep: Class 37 contains 2832 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 166 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6056 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 255 members 
Mstep: Class 59 contains 397 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 230 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58205960.000000 Penalty: 51607.328125
Iteration 252Q: 83 clusters Score -5.820596e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 32818 members 
Mstep: Class 3 contains 97796 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110903 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 61256 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128773 members 
Mstep: Class 17 contains 127419 members 
Mstep: Class 18 contains 123890 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 14999 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12979 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14669 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 257 members 
Mstep: Class 59 contains 394 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 354 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 231 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206032.000000 Penalty: 51607.328125
Iteration 253Q: 83 clusters Score -5.820603e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 32845 members 
Mstep: Class 3 contains 97794 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 61252 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128782 members 
Mstep: Class 17 contains 127387 members 
Mstep: Class 18 contains 123888 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15015 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12981 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14671 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 392 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 354 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206120.000000 Penalty: 51607.328125
Iteration 254Q: 83 clusters Score -5.820612e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 32864 members 
Mstep: Class 3 contains 97780 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 110891 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 61252 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128784 members 
Mstep: Class 17 contains 127349 members 
Mstep: Class 18 contains 123888 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15023 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12984 members 
Mstep: Class 32 contains 2629 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 2851 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 392 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 290 members 
Mstep: Class 76 contains 353 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206220.000000 Penalty: 51607.328125
Iteration 255Q: 83 clusters Score -5.820622e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 32880 members 
Mstep: Class 3 contains 97755 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 110888 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 61229 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128779 members 
Mstep: Class 17 contains 127356 members 
Mstep: Class 18 contains 123888 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9186 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15031 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12996 members 
Mstep: Class 32 contains 2629 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 2861 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 394 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206256.000000 Penalty: 51607.328125
Iteration 256Q: 83 clusters Score -5.820626e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 32898 members 
Mstep: Class 3 contains 97730 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 110895 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 61210 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128786 members 
Mstep: Class 17 contains 127372 members 
Mstep: Class 18 contains 123888 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9189 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15023 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12991 members 
Mstep: Class 32 contains 2628 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14677 members 
Mstep: Class 37 contains 2868 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 396 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 350 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206276.000000 Penalty: 51607.328125
Iteration 257Q: 83 clusters Score -5.820628e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 32909 members 
Mstep: Class 3 contains 97730 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 110889 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7377 members 
Mstep: Class 11 contains 61184 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128790 members 
Mstep: Class 17 contains 127376 members 
Mstep: Class 18 contains 123889 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15021 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12987 members 
Mstep: Class 32 contains 2627 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14678 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 396 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206256.000000 Penalty: 51607.328125
Iteration 258Q: 83 clusters Score -5.820626e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 32925 members 
Mstep: Class 3 contains 97723 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72880 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 110896 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 61139 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128810 members 
Mstep: Class 17 contains 127372 members 
Mstep: Class 18 contains 123889 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15022 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12989 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14677 members 
Mstep: Class 37 contains 2886 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 396 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206272.000000 Penalty: 51607.328125
Iteration 259Q: 83 clusters Score -5.820627e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 32934 members 
Mstep: Class 3 contains 97714 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110903 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7367 members 
Mstep: Class 11 contains 61109 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128828 members 
Mstep: Class 17 contains 127375 members 
Mstep: Class 18 contains 123889 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15027 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12984 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 396 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206296.000000 Penalty: 51607.328125
Iteration 260F: 83 clusters Score -5.82063e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 32948 members 
Mstep: Class 3 contains 97701 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110901 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 61090 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128847 members 
Mstep: Class 17 contains 127372 members 
Mstep: Class 18 contains 123887 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 279 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15035 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12977 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 396 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206348.000000 Penalty: 51607.328125
Iteration 261Q: 83 clusters Score -5.820635e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 32965 members 
Mstep: Class 3 contains 97681 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110906 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 61084 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128851 members 
Mstep: Class 17 contains 127369 members 
Mstep: Class 18 contains 123884 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9209 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15046 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12965 members 
Mstep: Class 32 contains 2624 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 2906 members 
Mstep: Class 38 contains 148 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 398 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 289 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206412.000000 Penalty: 51607.328125
Iteration 262Q: 83 clusters Score -5.820641e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 32977 members 
Mstep: Class 3 contains 97650 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110926 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 61086 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128840 members 
Mstep: Class 17 contains 127379 members 
Mstep: Class 18 contains 123884 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15051 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12942 members 
Mstep: Class 32 contains 2622 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 2918 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 400 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 88 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 288 members 
Mstep: Class 76 contains 347 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206588.000000 Penalty: 51607.328125
Iteration 263Q: 83 clusters Score -5.820659e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 32990 members 
Mstep: Class 3 contains 97643 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110924 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7364 members 
Mstep: Class 11 contains 61090 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128829 members 
Mstep: Class 17 contains 127377 members 
Mstep: Class 18 contains 123884 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15067 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12925 members 
Mstep: Class 32 contains 2620 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 2925 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 287 members 
Mstep: Class 76 contains 346 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 138 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206572.000000 Penalty: 51607.328125
Iteration 264Q: 83 clusters Score -5.820657e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 32999 members 
Mstep: Class 3 contains 97631 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110913 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 61101 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128805 members 
Mstep: Class 17 contains 127390 members 
Mstep: Class 18 contains 123883 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15083 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12920 members 
Mstep: Class 32 contains 2620 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 2930 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 342 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 403 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 346 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 139 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206680.000000 Penalty: 51607.328125
Iteration 265Q: 83 clusters Score -5.820668e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 33006 members 
Mstep: Class 3 contains 97618 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110897 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 61099 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128786 members 
Mstep: Class 17 contains 127404 members 
Mstep: Class 18 contains 123883 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15094 members 
Mstep: Class 26 contains 1057 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12927 members 
Mstep: Class 32 contains 2621 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 2937 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 341 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 344 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 232 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206696.000000 Penalty: 51607.328125
Iteration 266Q: 83 clusters Score -5.82067e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 33012 members 
Mstep: Class 3 contains 97609 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110909 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 61097 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128771 members 
Mstep: Class 17 contains 127392 members 
Mstep: Class 18 contains 123883 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15108 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12916 members 
Mstep: Class 32 contains 2622 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14676 members 
Mstep: Class 37 contains 2949 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 255 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 343 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206744.000000 Penalty: 51607.328125
Iteration 267Q: 83 clusters Score -5.820674e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159386 members 
Mstep: Class 2 contains 33023 members 
Mstep: Class 3 contains 97589 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110918 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7357 members 
Mstep: Class 11 contains 61111 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128744 members 
Mstep: Class 17 contains 127371 members 
Mstep: Class 18 contains 123882 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15125 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12911 members 
Mstep: Class 32 contains 2623 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 2963 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 408 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206724.000000 Penalty: 51607.328125
Iteration 268Q: 83 clusters Score -5.820672e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159386 members 
Mstep: Class 2 contains 33030 members 
Mstep: Class 3 contains 97555 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110934 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7359 members 
Mstep: Class 11 contains 61122 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128734 members 
Mstep: Class 17 contains 127360 members 
Mstep: Class 18 contains 123881 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9217 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15135 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12910 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 2973 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 253 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206736.000000 Penalty: 51607.328125
Iteration 269Q: 83 clusters Score -5.820674e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 33036 members 
Mstep: Class 3 contains 97525 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110962 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7357 members 
Mstep: Class 11 contains 61115 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128731 members 
Mstep: Class 17 contains 127345 members 
Mstep: Class 18 contains 123882 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15148 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12903 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 2984 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 327 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206812.000000 Penalty: 51607.328125
Iteration 270Q: 83 clusters Score -5.820681e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 33049 members 
Mstep: Class 3 contains 97483 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110974 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 61113 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128718 members 
Mstep: Class 17 contains 127339 members 
Mstep: Class 18 contains 123882 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9217 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15158 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12910 members 
Mstep: Class 32 contains 2627 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 2999 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206828.000000 Penalty: 51607.328125
Iteration 271Q: 83 clusters Score -5.820683e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 33055 members 
Mstep: Class 3 contains 97442 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 110998 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7347 members 
Mstep: Class 11 contains 61109 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128708 members 
Mstep: Class 17 contains 127334 members 
Mstep: Class 18 contains 123881 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15168 members 
Mstep: Class 26 contains 1095 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12911 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3013 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6057 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206824.000000 Penalty: 51607.328125
Iteration 272Q: 83 clusters Score -5.820682e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 33063 members 
Mstep: Class 3 contains 97413 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111008 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 61099 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128697 members 
Mstep: Class 17 contains 127336 members 
Mstep: Class 18 contains 123880 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15181 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12908 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 147 members 
Mstep: Class 39 contains 185 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6058 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206816.000000 Penalty: 51607.328125
Iteration 273Q: 83 clusters Score -5.820682e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 97380 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111043 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7341 members 
Mstep: Class 11 contains 61084 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128687 members 
Mstep: Class 17 contains 127336 members 
Mstep: Class 18 contains 123879 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15193 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12901 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6058 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206788.000000 Penalty: 51607.328125
Iteration 274Q: 83 clusters Score -5.820679e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 33070 members 
Mstep: Class 3 contains 97343 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111079 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 61085 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128671 members 
Mstep: Class 17 contains 127330 members 
Mstep: Class 18 contains 123878 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15203 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2623 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 3043 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 187 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6058 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206896.000000 Penalty: 51607.328125
Iteration 275Q: 83 clusters Score -5.82069e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 33070 members 
Mstep: Class 3 contains 97321 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111105 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7332 members 
Mstep: Class 11 contains 61080 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128663 members 
Mstep: Class 17 contains 127316 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9211 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12897 members 
Mstep: Class 32 contains 2622 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6058 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206876.000000 Penalty: 51607.328125
Iteration 276Q: 83 clusters Score -5.820688e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 33077 members 
Mstep: Class 3 contains 97295 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111127 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 61079 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128652 members 
Mstep: Class 17 contains 127310 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12898 members 
Mstep: Class 32 contains 2619 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 3072 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6059 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206972.000000 Penalty: 51607.328125
Iteration 277Q: 83 clusters Score -5.820697e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33084 members 
Mstep: Class 3 contains 97282 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111126 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128644 members 
Mstep: Class 17 contains 127294 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15226 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12897 members 
Mstep: Class 32 contains 2619 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3086 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6060 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58206980.000000 Penalty: 51607.328125
Iteration 278Q: 83 clusters Score -5.820698e+07 nChanged 245
Entering ConstructFrom: 
Score: -58206980.000000 Penalty: 51607.328125
Entering ConstructFrom: 
Trying to split cluster 1 (159397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Entering Unmasked Estep 
Score: -9525822.000000 Penalty: 545.051514
	Iteration 0F: 2 clusters Score -9525822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -9420657.000000 Penalty: 1090.103027
	Iteration 0F: 3 clusters Score -9420657 nChanged 78373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -9468857.000000 Penalty: 1090.103027
	Iteration 1F: 3 clusters Score -9468857 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -9471018.000000 Penalty: 1090.103027
	Iteration 2Q: 3 clusters Score -9471018 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -9474424.000000 Penalty: 1090.103027
	Iteration 3Q: 3 clusters Score -9474424 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -9480740.000000 Penalty: 1090.103027
	Iteration 4F: 3 clusters Score -9480740 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -9490967.000000 Penalty: 1090.103027
	Iteration 5F: 3 clusters Score -9490967 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9501165.000000 Penalty: 1090.103027
	Iteration 6F: 3 clusters Score -9501165 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -9507065.000000 Penalty: 1090.103027
	Iteration 7F: 3 clusters Score -9507065 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9509636.000000 Penalty: 1090.103027
	Iteration 8Q: 3 clusters Score -9509636 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -9510954.000000 Penalty: 1090.103027
	Iteration 9Q: 3 clusters Score -9510954 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -9511999.000000 Penalty: 1090.103027
	Iteration 10Q: 3 clusters Score -9511999 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -9512973.000000 Penalty: 1090.103027
	Iteration 11Q: 3 clusters Score -9512973 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -9514046.000000 Penalty: 1090.103027
	Iteration 12Q: 3 clusters Score -9514046 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -9515118.000000 Penalty: 1090.103027
	Iteration 13Q: 3 clusters Score -9515118 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -9516081.000000 Penalty: 1090.103027
	Iteration 14Q: 3 clusters Score -9516081 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -9517259.000000 Penalty: 1090.103027
	Iteration 15Q: 3 clusters Score -9517259 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -9518272.000000 Penalty: 1090.103027
	Iteration 16Q: 3 clusters Score -9518272 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -9519331.000000 Penalty: 1090.103027
	Iteration 17Q: 3 clusters Score -9519331 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -9520149.000000 Penalty: 1090.103027
	Iteration 18Q: 3 clusters Score -9520149 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -9520664.000000 Penalty: 1090.103027
	Iteration 19Q: 3 clusters Score -9520664 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -9521059.000000 Penalty: 1090.103027
	Iteration 20F: 3 clusters Score -9521059 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -9521461.000000 Penalty: 1090.103027
	Iteration 21Q: 3 clusters Score -9521461 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -9521702.000000 Penalty: 1090.103027
	Iteration 22Q: 3 clusters Score -9521702 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -9521898.000000 Penalty: 1090.103027
	Iteration 23Q: 3 clusters Score -9521898 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -9522049.000000 Penalty: 1090.103027
	Iteration 24Q: 3 clusters Score -9522049 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -9522190.000000 Penalty: 1090.103027
	Iteration 25Q: 3 clusters Score -9522190 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -9522319.000000 Penalty: 1090.103027
	Iteration 26Q: 3 clusters Score -9522319 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -9522446.000000 Penalty: 1090.103027
	Iteration 27Q: 3 clusters Score -9522446 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 102992 members 
Entering Unmasked Estep 
Score: -9522600.000000 Penalty: 1090.103027
	Iteration 28Q: 3 clusters Score -9522600 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -9522707.000000 Penalty: 1090.103027
	Iteration 29Q: 3 clusters Score -9522707 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -9522825.000000 Penalty: 1090.103027
	Iteration 30Q: 3 clusters Score -9522825 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -9522908.000000 Penalty: 1090.103027
	Iteration 31Q: 3 clusters Score -9522908 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -9522947.000000 Penalty: 1090.103027
	Iteration 32Q: 3 clusters Score -9522947 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -9522969.000000 Penalty: 1090.103027
	Iteration 33Q: 3 clusters Score -9522969 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -9523006.000000 Penalty: 1090.103027
	Iteration 34Q: 3 clusters Score -9523006 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -9523035.000000 Penalty: 1090.103027
	Iteration 35Q: 3 clusters Score -9523035 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -9523066.000000 Penalty: 1090.103027
	Iteration 36Q: 3 clusters Score -9523066 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -9523078.000000 Penalty: 1090.103027
	Iteration 37Q: 3 clusters Score -9523078 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -9523159.000000 Penalty: 1090.103027
	Iteration 38Q: 3 clusters Score -9523159 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -9523194.000000 Penalty: 1090.103027
	Iteration 39Q: 3 clusters Score -9523194 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -9523186.000000 Penalty: 1090.103027
	Iteration 40F: 3 clusters Score -9523186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -9523235.000000 Penalty: 1090.103027
	Iteration 41Q: 3 clusters Score -9523235 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 113996 members 
Entering Unmasked Estep 
Score: -9523205.000000 Penalty: 1090.103027
	Iteration 42Q: 3 clusters Score -9523205 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -9523245.000000 Penalty: 1090.103027
	Iteration 43Q: 3 clusters Score -9523245 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 114841 members 
Entering Unmasked Estep 
Score: -9523262.000000 Penalty: 1090.103027
	Iteration 44Q: 3 clusters Score -9523262 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -9523282.000000 Penalty: 1090.103027
	Iteration 45Q: 3 clusters Score -9523282 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 115705 members 
Entering Unmasked Estep 
Score: -9523313.000000 Penalty: 1090.103027
	Iteration 46Q: 3 clusters Score -9523313 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 116160 members 
Entering Unmasked Estep 
Score: -9523351.000000 Penalty: 1090.103027
	Iteration 47Q: 3 clusters Score -9523351 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -9523380.000000 Penalty: 1090.103027
	Iteration 48Q: 3 clusters Score -9523380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -9523388.000000 Penalty: 1090.103027
	Iteration 49Q: 3 clusters Score -9523388 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -9523427.000000 Penalty: 1090.103027
	Iteration 50Q: 3 clusters Score -9523427 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -9523436.000000 Penalty: 1090.103027
	Iteration 51Q: 3 clusters Score -9523436 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -9523503.000000 Penalty: 1090.103027
	Iteration 52Q: 3 clusters Score -9523503 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 118784 members 
Entering Unmasked Estep 
Score: -9523499.000000 Penalty: 1090.103027
	Iteration 53Q: 3 clusters Score -9523499 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -9523518.000000 Penalty: 1090.103027
	Iteration 54Q: 3 clusters Score -9523518 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -9523574.000000 Penalty: 1090.103027
	Iteration 55Q: 3 clusters Score -9523574 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -9523566.000000 Penalty: 1090.103027
	Iteration 56Q: 3 clusters Score -9523566 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -9523577.000000 Penalty: 1090.103027
	Iteration 57Q: 3 clusters Score -9523577 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -9523598.000000 Penalty: 1090.103027
	Iteration 58Q: 3 clusters Score -9523598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -9523628.000000 Penalty: 1090.103027
	Iteration 59Q: 3 clusters Score -9523628 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -9523621.000000 Penalty: 1090.103027
	Iteration 60F: 3 clusters Score -9523621 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 121574 members 
Entering Unmasked Estep 
Score: -9523614.000000 Penalty: 1090.103027
	Iteration 61Q: 3 clusters Score -9523614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -9523641.000000 Penalty: 1090.103027
	Iteration 62Q: 3 clusters Score -9523641 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 122240 members 
Entering Unmasked Estep 
Score: -9523646.000000 Penalty: 1090.103027
	Iteration 63Q: 3 clusters Score -9523646 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -9523683.000000 Penalty: 1090.103027
	Iteration 64Q: 3 clusters Score -9523683 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -9523658.000000 Penalty: 1090.103027
	Iteration 65Q: 3 clusters Score -9523658 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 123273 members 
Entering Unmasked Estep 
Score: -9523653.000000 Penalty: 1090.103027
	Iteration 66Q: 3 clusters Score -9523653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -9523678.000000 Penalty: 1090.103027
	Iteration 67Q: 3 clusters Score -9523678 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 123875 members 
Entering Unmasked Estep 
Score: -9523699.000000 Penalty: 1090.103027
	Iteration 68Q: 3 clusters Score -9523699 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -9523684.000000 Penalty: 1090.103027
	Iteration 69Q: 3 clusters Score -9523684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -9523715.000000 Penalty: 1090.103027
	Iteration 70Q: 3 clusters Score -9523715 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -9523739.000000 Penalty: 1090.103027
	Iteration 71Q: 3 clusters Score -9523739 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -9523748.000000 Penalty: 1090.103027
	Iteration 72Q: 3 clusters Score -9523748 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -9523777.000000 Penalty: 1090.103027
	Iteration 73Q: 3 clusters Score -9523777 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -9523765.000000 Penalty: 1090.103027
	Iteration 74Q: 3 clusters Score -9523765 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -9523782.000000 Penalty: 1090.103027
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9523835 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 127147 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 127727 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9523899 nChanged 270
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Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 128544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9524091 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9524139 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9524159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 130833 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9524210 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9524247 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 131486 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9524263 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9524303 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9524324 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 132797 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 133085 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9524360 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 133692 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9524395 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 134560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 135117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 135658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 136790 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9524815 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9524866 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 137914 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 138504 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9525040 nChanged 296
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Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9525109 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 140324 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9525172 nChanged 303
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Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 140627 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9525383 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 142510 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9525434 nChanged 285
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Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 143349 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9525522 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9525526 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9525573 nChanged 287
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9525590 nChanged 315
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Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9525626 nChanged 329
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Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 145456 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9525663 nChanged 306
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 145762 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9525655 nChanged 305
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Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13031 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9525688 nChanged 290
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Mstep: Class 1 contains 12741 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9525739 nChanged 277
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11946 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9525734 nChanged 244
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Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9525716 nChanged 249
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Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9525720 nChanged 265
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Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 148491 members 
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	Iteration 154Q: 3 clusters Score -9525747 nChanged 278
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9525692 nChanged 268
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Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9525730 nChanged 266
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 149303 members 
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	Iteration 157Q: 3 clusters Score -9525715 nChanged 268
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Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9525687 nChanged 267
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 149838 members 
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	Iteration 159Q: 3 clusters Score -9525711 nChanged 252
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 150090 members 
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	Iteration 160F: 3 clusters Score -9525718 nChanged 265
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Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9525753 nChanged 247
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Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 150602 members 
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	Iteration 162Q: 3 clusters Score -9525770 nChanged 252
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Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 150854 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9525783 nChanged 235
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Mstep: Class 1 contains 8310 members 
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	Iteration 164Q: 3 clusters Score -9525762 nChanged 265
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Mstep: Class 1 contains 8045 members 
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	Iteration 165Q: 3 clusters Score -9525818 nChanged 237
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Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9525835 nChanged 245
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Mstep: Class 1 contains 7563 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9525811 nChanged 240
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Mstep: Class 1 contains 7323 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9525804 nChanged 204
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Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 152773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 152901 members 
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Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6302 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 153278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 153651 members 
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Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 153727 members 
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 153805 members 
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Mstep: Class 2 contains 153891 members 
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Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 153973 members 
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 154046 members 
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Mstep: Class 1 contains 5270 members 
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 154285 members 
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Mstep: Class 1 contains 5033 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4944 members 
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Mstep: Class 1 contains 4861 members 
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Mstep: Class 1 contains 4775 members 
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Mstep: Class 1 contains 4619 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4541 members 
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Mstep: Class 1 contains 4457 members 
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Mstep: Class 1 contains 4284 members 
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 155209 members 
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Mstep: Class 1 contains 4087 members 
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Mstep: Class 1 contains 3896 members 
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Mstep: Class 1 contains 3794 members 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 155690 members 
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Mstep: Class 1 contains 3634 members 
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Mstep: Class 1 contains 3554 members 
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Mstep: Class 1 contains 3464 members 
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Mstep: Class 1 contains 3216 members 
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Mstep: Class 1 contains 3129 members 
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Mstep: Class 1 contains 3038 members 
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Mstep: Class 1 contains 2949 members 
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Mstep: Class 1 contains 2843 members 
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Mstep: Class 1 contains 2730 members 
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Mstep: Class 1 contains 2620 members 
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Mstep: Class 1 contains 2329 members 
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Mstep: Class 1 contains 2081 members 
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Mstep: Class 1 contains 1956 members 
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Mstep: Class 1 contains 1859 members 
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Mstep: Class 1 contains 1683 members 
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	Iteration 232Q: 3 clusters Score -9525634 nChanged 61
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Mstep: Class 1 contains 1409 members 
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	Iteration 238Q: 3 clusters Score -9525664 nChanged 54
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	Iteration 240F: 3 clusters Score -9525665 nChanged 29
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	Iteration 255Q: 3 clusters Score -9525669 nChanged 2
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	Iteration 258Q: 3 clusters Score -9525664 nChanged 2
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	Iteration 259Q: 3 clusters Score -9525666 nChanged 1
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	Iteration 260F: 3 clusters Score -9525663 nChanged 3
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	Iteration 261Q: 3 clusters Score -9525667 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -9525667.000000 Penalty: 1090.103027
	Iteration 262Q: 3 clusters Score -9525667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -9525671.000000 Penalty: 1090.103027
	Iteration 263Q: 3 clusters Score -9525671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -9525667.000000 Penalty: 1090.103027
	Iteration 264Q: 3 clusters Score -9525667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -9525661.000000 Penalty: 1090.103027
	Iteration 265Q: 3 clusters Score -9525661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -9525655.000000 Penalty: 1090.103027
	Iteration 266Q: 3 clusters Score -9525655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 158361 members 
Entering Unmasked Estep 
Score: -9525652.000000 Penalty: 1090.103027
	Iteration 267Q: 3 clusters Score -9525652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 158364 members 
Entering Unmasked Estep 
Score: -9525655.000000 Penalty: 1090.103027
	Iteration 268Q: 3 clusters Score -9525655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 158372 members 
Entering Unmasked Estep 
Score: -9525660.000000 Penalty: 1090.103027
	Iteration 269Q: 3 clusters Score -9525660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -9525672.000000 Penalty: 1090.103027
	Iteration 270Q: 3 clusters Score -9525672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -9525663.000000 Penalty: 1090.103027
	Iteration 271Q: 3 clusters Score -9525663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 158406 members 
Entering Unmasked Estep 
Score: -9525657.000000 Penalty: 1090.103027
	Iteration 272Q: 3 clusters Score -9525657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -9525665.000000 Penalty: 1090.103027
	Iteration 273Q: 3 clusters Score -9525665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -9525666.000000 Penalty: 1090.103027
	Iteration 274Q: 3 clusters Score -9525666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -9525663.000000 Penalty: 1090.103027
	Iteration 275Q: 3 clusters Score -9525663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 158428 members 
Entering Unmasked Estep 
Score: -9525662.000000 Penalty: 1090.103027
	Iteration 276Q: 3 clusters Score -9525662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 158429 members 
Entering Unmasked Estep 
Score: -9525666.000000 Penalty: 1090.103027
	Iteration 277Q: 3 clusters Score -9525666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -9525663.000000 Penalty: 1090.103027
	Iteration 278Q: 3 clusters Score -9525663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -9525665.000000 Penalty: 1090.103027
	Iteration 279Q: 3 clusters Score -9525665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -9525660.000000 Penalty: 1090.103027
	Iteration 280F: 3 clusters Score -9525660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -9525666.000000 Penalty: 1090.103027
	Iteration 281Q: 3 clusters Score -9525666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -9525665.000000 Penalty: 1090.103027
	Iteration 282Q: 3 clusters Score -9525665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -9525664.000000 Penalty: 1090.103027
	Iteration 283Q: 3 clusters Score -9525664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -9525661.000000 Penalty: 1090.103027
	Iteration 284Q: 3 clusters Score -9525661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158448 members 
Entering Unmasked Estep 
Score: -9525661.000000 Penalty: 1090.103027
	Iteration 285Q: 3 clusters Score -9525661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158448 members 
Entering Unmasked Estep 
Score: -9525661.000000 Penalty: 1090.103027
	Iteration 286F: 3 clusters Score -9525661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Entering Unmasked Estep 
Score: -1991324.625000 Penalty: 473.517883
	Iteration 0F: 2 clusters Score -1991325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1969244.500000 Penalty: 947.035767
	Iteration 0F: 3 clusters Score -1969244 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1978901.375000 Penalty: 947.035767
	Iteration 1F: 3 clusters Score -1978901 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -1980224.500000 Penalty: 947.035767
	Iteration 2F: 3 clusters Score -1980224 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -1982654.625000 Penalty: 947.035767
	Iteration 3F: 3 clusters Score -1982655 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1985959.250000 Penalty: 947.035767
	Iteration 4F: 3 clusters Score -1985959 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -1988736.500000 Penalty: 947.035767
	Iteration 5F: 3 clusters Score -1988736 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -1990187.125000 Penalty: 947.035767
	Iteration 6Q: 3 clusters Score -1990187 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -1990703.250000 Penalty: 947.035767
	Iteration 7Q: 3 clusters Score -1990703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -1990884.375000 Penalty: 947.035767
	Iteration 8Q: 3 clusters Score -1990884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -1990931.250000 Penalty: 947.035767
	Iteration 9Q: 3 clusters Score -1990931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -1990954.000000 Penalty: 947.035767
	Iteration 10Q: 3 clusters Score -1990954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -1990963.750000 Penalty: 947.035767
	Iteration 11Q: 3 clusters Score -1990964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -1990975.750000 Penalty: 947.035767
	Iteration 12Q: 3 clusters Score -1990976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -1990980.875000 Penalty: 947.035767
	Iteration 13Q: 3 clusters Score -1990981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -1990988.250000 Penalty: 947.035767
	Iteration 14Q: 3 clusters Score -1990988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -1990987.000000 Penalty: 947.035767
	Iteration 15Q: 3 clusters Score -1990987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -1990987.500000 Penalty: 947.035767
	Iteration 16Q: 3 clusters Score -1990988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -1990987.500000 Penalty: 947.035767
	Iteration 17F: 3 clusters Score -1990988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Entering Unmasked Estep 
Score: -5836075.000000 Penalty: 522.577759
	Iteration 0F: 2 clusters Score -5836075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -5770847.000000 Penalty: 1045.155518
	Iteration 0F: 3 clusters Score -5770847 nChanged 47498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5799606.500000 Penalty: 1045.155518
	Iteration 1F: 3 clusters Score -5799606 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -5801437.000000 Penalty: 1045.155518
	Iteration 2Q: 3 clusters Score -5801437 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5804039.500000 Penalty: 1045.155518
	Iteration 3F: 3 clusters Score -5804040 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5807787.500000 Penalty: 1045.155518
	Iteration 4F: 3 clusters Score -5807788 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5812887.000000 Penalty: 1045.155518
	Iteration 5F: 3 clusters Score -5812887 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5817811.000000 Penalty: 1045.155518
	Iteration 6F: 3 clusters Score -5817811 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5820537.500000 Penalty: 1045.155518
	Iteration 7Q: 3 clusters Score -5820538 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5821713.500000 Penalty: 1045.155518
	Iteration 8Q: 3 clusters Score -5821714 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5822640.000000 Penalty: 1045.155518
	Iteration 9Q: 3 clusters Score -5822640 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5823432.000000 Penalty: 1045.155518
	Iteration 10Q: 3 clusters Score -5823432 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5824251.000000 Penalty: 1045.155518
	Iteration 11Q: 3 clusters Score -5824251 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5825158.000000 Penalty: 1045.155518
	Iteration 12Q: 3 clusters Score -5825158 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5826066.000000 Penalty: 1045.155518
	Iteration 13Q: 3 clusters Score -5826066 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5827059.500000 Penalty: 1045.155518
	Iteration 14Q: 3 clusters Score -5827060 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5828108.000000 Penalty: 1045.155518
	Iteration 15Q: 3 clusters Score -5828108 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -5829133.500000 Penalty: 1045.155518
	Iteration 16Q: 3 clusters Score -5829134 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -5830216.000000 Penalty: 1045.155518
	Iteration 17Q: 3 clusters Score -5830216 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -5831137.500000 Penalty: 1045.155518
	Iteration 18Q: 3 clusters Score -5831138 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -5831997.000000 Penalty: 1045.155518
	Iteration 19Q: 3 clusters Score -5831997 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5832771.500000 Penalty: 1045.155518
	Iteration 20F: 3 clusters Score -5832772 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5833331.500000 Penalty: 1045.155518
	Iteration 21Q: 3 clusters Score -5833332 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5833930.500000 Penalty: 1045.155518
	Iteration 22Q: 3 clusters Score -5833930 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5834424.000000 Penalty: 1045.155518
	Iteration 23Q: 3 clusters Score -5834424 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5834763.000000 Penalty: 1045.155518
	Iteration 24Q: 3 clusters Score -5834763 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5835047.000000 Penalty: 1045.155518
	Iteration 25Q: 3 clusters Score -5835047 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5835252.500000 Penalty: 1045.155518
	Iteration 26Q: 3 clusters Score -5835252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5835421.000000 Penalty: 1045.155518
	Iteration 27Q: 3 clusters Score -5835421 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5835483.000000 Penalty: 1045.155518
	Iteration 28Q: 3 clusters Score -5835483 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5835538.500000 Penalty: 1045.155518
	Iteration 29Q: 3 clusters Score -5835538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5835572.500000 Penalty: 1045.155518
	Iteration 30Q: 3 clusters Score -5835572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5835603.500000 Penalty: 1045.155518
	Iteration 31Q: 3 clusters Score -5835604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5835632.000000 Penalty: 1045.155518
	Iteration 32Q: 3 clusters Score -5835632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5835651.500000 Penalty: 1045.155518
	Iteration 33Q: 3 clusters Score -5835652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5835654.000000 Penalty: 1045.155518
	Iteration 34Q: 3 clusters Score -5835654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5835664.500000 Penalty: 1045.155518
	Iteration 35Q: 3 clusters Score -5835664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5835668.500000 Penalty: 1045.155518
	Iteration 36Q: 3 clusters Score -5835668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5835664.500000 Penalty: 1045.155518
	Iteration 37Q: 3 clusters Score -5835664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5835668.000000 Penalty: 1045.155518
	Iteration 38Q: 3 clusters Score -5835668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5835677.500000 Penalty: 1045.155518
	Iteration 39Q: 3 clusters Score -5835678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5835680.500000 Penalty: 1045.155518
	Iteration 40F: 3 clusters Score -5835680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5835680.500000 Penalty: 1045.155518
	Iteration 41Q: 3 clusters Score -5835680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5835681.000000 Penalty: 1045.155518
	Iteration 42Q: 3 clusters Score -5835681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5835681.500000 Penalty: 1045.155518
	Iteration 43Q: 3 clusters Score -5835682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5835681.000000 Penalty: 1045.155518
	Iteration 44Q: 3 clusters Score -5835681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5835680.500000 Penalty: 1045.155518
	Iteration 45Q: 3 clusters Score -5835680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5835680.500000 Penalty: 1045.155518
	Iteration 46F: 3 clusters Score -5835680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -192363.593750 Penalty: 368.169037
	Iteration 0F: 2 clusters Score -192363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -190095.468750 Penalty: 736.338074
	Iteration 0F: 3 clusters Score -190095.5 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -190895.234375 Penalty: 736.338074
	Iteration 1F: 3 clusters Score -190895.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -191026.515625 Penalty: 736.338074
	Iteration 2F: 3 clusters Score -191026.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -191191.203125 Penalty: 736.338074
	Iteration 3F: 3 clusters Score -191191.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191361.078125 Penalty: 736.338074
	Iteration 4F: 3 clusters Score -191361.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -191545.125000 Penalty: 736.338074
	Iteration 5F: 3 clusters Score -191545.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -191741.921875 Penalty: 736.338074
	Iteration 6F: 3 clusters Score -191741.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -191902.265625 Penalty: 736.338074
	Iteration 7Q: 3 clusters Score -191902.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -191973.640625 Penalty: 736.338074
	Iteration 8Q: 3 clusters Score -191973.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -192007.359375 Penalty: 736.338074
	Iteration 9Q: 3 clusters Score -192007.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -192031.640625 Penalty: 736.338074
	Iteration 10Q: 3 clusters Score -192031.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -192044.859375 Penalty: 736.338074
	Iteration 11Q: 3 clusters Score -192044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -192051.468750 Penalty: 736.338074
	Iteration 12Q: 3 clusters Score -192051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -192058.375000 Penalty: 736.338074
	Iteration 13Q: 3 clusters Score -192058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -192061.109375 Penalty: 736.338074
	Iteration 14Q: 3 clusters Score -192061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -192065.718750 Penalty: 736.338074
	Iteration 15Q: 3 clusters Score -192065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -192067.562500 Penalty: 736.338074
	Iteration 16Q: 3 clusters Score -192067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -192068.781250 Penalty: 736.338074
	Iteration 17Q: 3 clusters Score -192068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -192069.687500 Penalty: 736.338074
	Iteration 18Q: 3 clusters Score -192069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -192069.703125 Penalty: 736.338074
	Iteration 19Q: 3 clusters Score -192069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -192070.734375 Penalty: 736.338074
	Iteration 20F: 3 clusters Score -192070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -192072.140625 Penalty: 736.338074
	Iteration 21Q: 3 clusters Score -192072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -192072.859375 Penalty: 736.338074
	Iteration 22Q: 3 clusters Score -192072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -192072.859375 Penalty: 736.338074
	Iteration 23F: 3 clusters Score -192072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Entering Unmasked Estep 
Score: -4373532.500000 Penalty: 509.444519
	Iteration 0F: 2 clusters Score -4373532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -4324730.500000 Penalty: 1018.889038
	Iteration 0F: 3 clusters Score -4324730 nChanged 35365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4346241.000000 Penalty: 1018.889038
	Iteration 1F: 3 clusters Score -4346241 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4347373.500000 Penalty: 1018.889038
	Iteration 2Q: 3 clusters Score -4347374 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4348893.500000 Penalty: 1018.889038
	Iteration 3Q: 3 clusters Score -4348894 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4350864.000000 Penalty: 1018.889038
	Iteration 4F: 3 clusters Score -4350864 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4353428.000000 Penalty: 1018.889038
	Iteration 5F: 3 clusters Score -4353428 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4356153.000000 Penalty: 1018.889038
	Iteration 6F: 3 clusters Score -4356153 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -4358518.000000 Penalty: 1018.889038
	Iteration 7F: 3 clusters Score -4358518 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4359612.000000 Penalty: 1018.889038
	Iteration 8Q: 3 clusters Score -4359612 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4359937.500000 Penalty: 1018.889038
	Iteration 9Q: 3 clusters Score -4359938 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -4360080.000000 Penalty: 1018.889038
	Iteration 10Q: 3 clusters Score -4360080 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4360186.500000 Penalty: 1018.889038
	Iteration 11Q: 3 clusters Score -4360186 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4360277.000000 Penalty: 1018.889038
	Iteration 12Q: 3 clusters Score -4360277 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -4360341.500000 Penalty: 1018.889038
	Iteration 13Q: 3 clusters Score -4360342 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4360468.500000 Penalty: 1018.889038
	Iteration 14Q: 3 clusters Score -4360468 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4360557.000000 Penalty: 1018.889038
	Iteration 15Q: 3 clusters Score -4360557 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -4360664.000000 Penalty: 1018.889038
	Iteration 16Q: 3 clusters Score -4360664 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4360773.500000 Penalty: 1018.889038
	Iteration 17Q: 3 clusters Score -4360774 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -4360872.000000 Penalty: 1018.889038
	Iteration 18Q: 3 clusters Score -4360872 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -4360989.000000 Penalty: 1018.889038
	Iteration 19Q: 3 clusters Score -4360989 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -4361165.500000 Penalty: 1018.889038
	Iteration 20F: 3 clusters Score -4361166 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -4361305.000000 Penalty: 1018.889038
	Iteration 21Q: 3 clusters Score -4361305 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -4361511.000000 Penalty: 1018.889038
	Iteration 22Q: 3 clusters Score -4361511 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -4361767.500000 Penalty: 1018.889038
	Iteration 23Q: 3 clusters Score -4361768 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -4362026.500000 Penalty: 1018.889038
	Iteration 24Q: 3 clusters Score -4362026 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -4362339.000000 Penalty: 1018.889038
	Iteration 25Q: 3 clusters Score -4362339 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -4362686.500000 Penalty: 1018.889038
	Iteration 26Q: 3 clusters Score -4362686 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -4363083.500000 Penalty: 1018.889038
	Iteration 27Q: 3 clusters Score -4363084 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -4363553.000000 Penalty: 1018.889038
	Iteration 28Q: 3 clusters Score -4363553 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -4364049.000000 Penalty: 1018.889038
	Iteration 29Q: 3 clusters Score -4364049 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -4364582.500000 Penalty: 1018.889038
	Iteration 30Q: 3 clusters Score -4364582 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -4365186.000000 Penalty: 1018.889038
	Iteration 31Q: 3 clusters Score -4365186 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -4365816.000000 Penalty: 1018.889038
	Iteration 32Q: 3 clusters Score -4365816 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -4366496.000000 Penalty: 1018.889038
	Iteration 33Q: 3 clusters Score -4366496 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -4367234.500000 Penalty: 1018.889038
	Iteration 34Q: 3 clusters Score -4367234 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -4368042.000000 Penalty: 1018.889038
	Iteration 35Q: 3 clusters Score -4368042 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -4368822.000000 Penalty: 1018.889038
	Iteration 36Q: 3 clusters Score -4368822 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -4369507.000000 Penalty: 1018.889038
	Iteration 37Q: 3 clusters Score -4369507 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -4370159.500000 Penalty: 1018.889038
	Iteration 38Q: 3 clusters Score -4370160 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -4370714.500000 Penalty: 1018.889038
	Iteration 39Q: 3 clusters Score -4370714 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -4371302.000000 Penalty: 1018.889038
	Iteration 40F: 3 clusters Score -4371302 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -4371790.500000 Penalty: 1018.889038
	Iteration 41Q: 3 clusters Score -4371790 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -4372157.500000 Penalty: 1018.889038
	Iteration 42Q: 3 clusters Score -4372158 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -4372446.500000 Penalty: 1018.889038
	Iteration 43Q: 3 clusters Score -4372446 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -4372653.500000 Penalty: 1018.889038
	Iteration 44Q: 3 clusters Score -4372654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -4372810.000000 Penalty: 1018.889038
	Iteration 45Q: 3 clusters Score -4372810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -4372916.500000 Penalty: 1018.889038
	Iteration 46Q: 3 clusters Score -4372916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -4372996.500000 Penalty: 1018.889038
	Iteration 47Q: 3 clusters Score -4372996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -4373037.500000 Penalty: 1018.889038
	Iteration 48Q: 3 clusters Score -4373038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -4373060.500000 Penalty: 1018.889038
	Iteration 49Q: 3 clusters Score -4373060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -4373081.000000 Penalty: 1018.889038
	Iteration 50Q: 3 clusters Score -4373081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -4373093.000000 Penalty: 1018.889038
	Iteration 51Q: 3 clusters Score -4373093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -4373102.500000 Penalty: 1018.889038
	Iteration 52Q: 3 clusters Score -4373102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -4373106.500000 Penalty: 1018.889038
	Iteration 53Q: 3 clusters Score -4373106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -4373116.000000 Penalty: 1018.889038
	Iteration 54Q: 3 clusters Score -4373116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -4373118.000000 Penalty: 1018.889038
	Iteration 55Q: 3 clusters Score -4373118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -4373117.000000 Penalty: 1018.889038
	Iteration 56Q: 3 clusters Score -4373117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -4373117.000000 Penalty: 1018.889038
	Iteration 57F: 3 clusters Score -4373117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -7435.240723 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -7435.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7110.474609 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -7110.475 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7319.161621 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -7319.162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7383.174316 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -7383.174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7402.186523 Penalty: 536.890686
	Iteration 3Q: 3 clusters Score -7402.187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7409.441406 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -7409.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7413.123047 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -7413.123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7416.652832 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -7416.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7417.656250 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -7417.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7417.656250 Penalty: 536.890686
	Iteration 8F: 3 clusters Score -7417.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -23159.646484 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -23159.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22788.863281 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -22788.86 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22892.876953 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -22892.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22936.214844 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -22936.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22989.634766 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -22989.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23013.871094 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -23013.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23036.107422 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -23036.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23047.650391 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -23047.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23062.460938 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -23062.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23069.976562 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -23069.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23074.369141 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -23074.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23077.605469 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -23077.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23080.046875 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -23080.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23080.046875 Penalty: 531.762573
	Iteration 12F: 3 clusters Score -23080.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (111138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Entering Unmasked Estep 
Score: -6674527.500000 Penalty: 528.643066
	Iteration 0F: 2 clusters Score -6674528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -6601085.000000 Penalty: 1057.286133
	Iteration 0F: 3 clusters Score -6601085 nChanged 54413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -6637694.000000 Penalty: 1057.286133
	Iteration 1F: 3 clusters Score -6637694 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -6641417.500000 Penalty: 1057.286133
	Iteration 2F: 3 clusters Score -6641418 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -6646914.500000 Penalty: 1057.286133
	Iteration 3F: 3 clusters Score -6646914 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -6653744.500000 Penalty: 1057.286133
	Iteration 4F: 3 clusters Score -6653744 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -6659200.000000 Penalty: 1057.286133
	Iteration 5F: 3 clusters Score -6659200 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -6661785.500000 Penalty: 1057.286133
	Iteration 6F: 3 clusters Score -6661786 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -6662683.000000 Penalty: 1057.286133
	Iteration 7Q: 3 clusters Score -6662683 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -6663179.500000 Penalty: 1057.286133
	Iteration 8Q: 3 clusters Score -6663180 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -6663582.000000 Penalty: 1057.286133
	Iteration 9Q: 3 clusters Score -6663582 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -6663992.000000 Penalty: 1057.286133
	Iteration 10Q: 3 clusters Score -6663992 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -6664457.500000 Penalty: 1057.286133
	Iteration 11Q: 3 clusters Score -6664458 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6664904.500000 Penalty: 1057.286133
	Iteration 12Q: 3 clusters Score -6664904 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -6665409.000000 Penalty: 1057.286133
	Iteration 13Q: 3 clusters Score -6665409 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -6665798.000000 Penalty: 1057.286133
	Iteration 14Q: 3 clusters Score -6665798 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -6666160.000000 Penalty: 1057.286133
	Iteration 15Q: 3 clusters Score -6666160 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -6666560.500000 Penalty: 1057.286133
	Iteration 16Q: 3 clusters Score -6666560 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -6666895.500000 Penalty: 1057.286133
	Iteration 17Q: 3 clusters Score -6666896 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -6667152.000000 Penalty: 1057.286133
	Iteration 18Q: 3 clusters Score -6667152 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -6667274.500000 Penalty: 1057.286133
	Iteration 19Q: 3 clusters Score -6667274 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -6667362.000000 Penalty: 1057.286133
	Iteration 20F: 3 clusters Score -6667362 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -6667429.500000 Penalty: 1057.286133
	Iteration 21Q: 3 clusters Score -6667430 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -6667474.000000 Penalty: 1057.286133
	Iteration 22Q: 3 clusters Score -6667474 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -6667510.500000 Penalty: 1057.286133
	Iteration 23Q: 3 clusters Score -6667510 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -6667508.500000 Penalty: 1057.286133
	Iteration 24Q: 3 clusters Score -6667508 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -6667508.500000 Penalty: 1057.286133
	Iteration 25Q: 3 clusters Score -6667508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -6667494.000000 Penalty: 1057.286133
	Iteration 26Q: 3 clusters Score -6667494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -6667466.500000 Penalty: 1057.286133
	Iteration 27Q: 3 clusters Score -6667466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -6667465.000000 Penalty: 1057.286133
	Iteration 28Q: 3 clusters Score -6667465 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -6667466.000000 Penalty: 1057.286133
	Iteration 29Q: 3 clusters Score -6667466 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -6667440.000000 Penalty: 1057.286133
	Iteration 30Q: 3 clusters Score -6667440 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -6667435.000000 Penalty: 1057.286133
	Iteration 31Q: 3 clusters Score -6667435 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -6667434.000000 Penalty: 1057.286133
	Iteration 32Q: 3 clusters Score -6667434 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -6667437.000000 Penalty: 1057.286133
	Iteration 33Q: 3 clusters Score -6667437 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -6667431.500000 Penalty: 1057.286133
	Iteration 34Q: 3 clusters Score -6667432 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -6667431.000000 Penalty: 1057.286133
	Iteration 35Q: 3 clusters Score -6667431 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -6667403.500000 Penalty: 1057.286133
	Iteration 36Q: 3 clusters Score -6667404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -6667410.000000 Penalty: 1057.286133
	Iteration 37Q: 3 clusters Score -6667410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -6667402.000000 Penalty: 1057.286133
	Iteration 38Q: 3 clusters Score -6667402 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -6667395.000000 Penalty: 1057.286133
	Iteration 39Q: 3 clusters Score -6667395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -6667401.000000 Penalty: 1057.286133
	Iteration 40F: 3 clusters Score -6667401 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -6667400.500000 Penalty: 1057.286133
	Iteration 41Q: 3 clusters Score -6667400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -6667381.500000 Penalty: 1057.286133
	Iteration 42Q: 3 clusters Score -6667382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -6667381.500000 Penalty: 1057.286133
	Iteration 43Q: 3 clusters Score -6667382 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -6667372.000000 Penalty: 1057.286133
	Iteration 44Q: 3 clusters Score -6667372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -6667383.500000 Penalty: 1057.286133
	Iteration 45Q: 3 clusters Score -6667384 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -6667375.000000 Penalty: 1057.286133
	Iteration 46Q: 3 clusters Score -6667375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -6667379.500000 Penalty: 1057.286133
	Iteration 47Q: 3 clusters Score -6667380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -6667401.500000 Penalty: 1057.286133
	Iteration 48Q: 3 clusters Score -6667402 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -6667399.500000 Penalty: 1057.286133
	Iteration 49Q: 3 clusters Score -6667400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -6667416.000000 Penalty: 1057.286133
	Iteration 50Q: 3 clusters Score -6667416 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -6667425.500000 Penalty: 1057.286133
	Iteration 51Q: 3 clusters Score -6667426 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -6667420.000000 Penalty: 1057.286133
	Iteration 52Q: 3 clusters Score -6667420 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -6667409.000000 Penalty: 1057.286133
	Iteration 53Q: 3 clusters Score -6667409 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -6667406.500000 Penalty: 1057.286133
	Iteration 54Q: 3 clusters Score -6667406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -6667419.000000 Penalty: 1057.286133
	Iteration 55Q: 3 clusters Score -6667419 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -6667434.000000 Penalty: 1057.286133
	Iteration 56Q: 3 clusters Score -6667434 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -6667453.000000 Penalty: 1057.286133
	Iteration 57Q: 3 clusters Score -6667453 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -6667432.500000 Penalty: 1057.286133
	Iteration 58Q: 3 clusters Score -6667432 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -6667438.500000 Penalty: 1057.286133
	Iteration 59Q: 3 clusters Score -6667438 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -6667423.500000 Penalty: 1057.286133
	Iteration 60F: 3 clusters Score -6667424 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -6667392.000000 Penalty: 1057.286133
	Iteration 61Q: 3 clusters Score -6667392 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -6667392.500000 Penalty: 1057.286133
	Iteration 62Q: 3 clusters Score -6667392 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -6667409.500000 Penalty: 1057.286133
	Iteration 63Q: 3 clusters Score -6667410 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -6667399.500000 Penalty: 1057.286133
	Iteration 64Q: 3 clusters Score -6667400 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -6667404.000000 Penalty: 1057.286133
	Iteration 65Q: 3 clusters Score -6667404 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -6667417.500000 Penalty: 1057.286133
	Iteration 66Q: 3 clusters Score -6667418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -6667407.000000 Penalty: 1057.286133
	Iteration 67Q: 3 clusters Score -6667407 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -6667396.000000 Penalty: 1057.286133
	Iteration 68Q: 3 clusters Score -6667396 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -6667384.000000 Penalty: 1057.286133
	Iteration 69Q: 3 clusters Score -6667384 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -6667427.000000 Penalty: 1057.286133
	Iteration 70Q: 3 clusters Score -6667427 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -6667430.000000 Penalty: 1057.286133
	Iteration 71Q: 3 clusters Score -6667430 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -6667424.000000 Penalty: 1057.286133
	Iteration 72Q: 3 clusters Score -6667424 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -6667411.500000 Penalty: 1057.286133
	Iteration 73Q: 3 clusters Score -6667412 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -6667414.000000 Penalty: 1057.286133
	Iteration 74Q: 3 clusters Score -6667414 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -6667422.000000 Penalty: 1057.286133
	Iteration 75Q: 3 clusters Score -6667422 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6667444 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6667438 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6667443 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6667466 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6667492 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6667483 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6667458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6667467 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6667518 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6667602 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6667654 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -6667714.000000 Penalty: 1057.286133
	Iteration 87Q: 3 clusters Score -6667714 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -6667747.500000 Penalty: 1057.286133
	Iteration 88Q: 3 clusters Score -6667748 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -6667837.500000 Penalty: 1057.286133
	Iteration 89Q: 3 clusters Score -6667838 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -6667942.500000 Penalty: 1057.286133
	Iteration 90Q: 3 clusters Score -6667942 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -6668043.500000 Penalty: 1057.286133
	Iteration 91Q: 3 clusters Score -6668044 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -6668160.500000 Penalty: 1057.286133
	Iteration 92Q: 3 clusters Score -6668160 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6668280 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -6668413.000000 Penalty: 1057.286133
	Iteration 94Q: 3 clusters Score -6668413 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -6668545.500000 Penalty: 1057.286133
	Iteration 95Q: 3 clusters Score -6668546 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -6668696.500000 Penalty: 1057.286133
	Iteration 96Q: 3 clusters Score -6668696 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -6668877.000000 Penalty: 1057.286133
	Iteration 97Q: 3 clusters Score -6668877 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -6669057.000000 Penalty: 1057.286133
	Iteration 98Q: 3 clusters Score -6669057 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -6669299.000000 Penalty: 1057.286133
	Iteration 99Q: 3 clusters Score -6669299 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -6669541.000000 Penalty: 1057.286133
	Iteration 100F: 3 clusters Score -6669541 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -6669814.000000 Penalty: 1057.286133
	Iteration 101Q: 3 clusters Score -6669814 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -6670119.500000 Penalty: 1057.286133
	Iteration 102Q: 3 clusters Score -6670120 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -6670423.000000 Penalty: 1057.286133
	Iteration 103Q: 3 clusters Score -6670423 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -6670746.500000 Penalty: 1057.286133
	Iteration 104Q: 3 clusters Score -6670746 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -6671070.500000 Penalty: 1057.286133
	Iteration 105Q: 3 clusters Score -6671070 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -6671372.000000 Penalty: 1057.286133
	Iteration 106Q: 3 clusters Score -6671372 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6671744 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6672104 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6672415 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -6672692.500000 Penalty: 1057.286133
	Iteration 110Q: 3 clusters Score -6672692 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6672972 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -6673181.000000 Penalty: 1057.286133
	Iteration 112Q: 3 clusters Score -6673181 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -6673347.000000 Penalty: 1057.286133
	Iteration 113Q: 3 clusters Score -6673347 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -6673464.000000 Penalty: 1057.286133
	Iteration 114Q: 3 clusters Score -6673464 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -6673575.500000 Penalty: 1057.286133
	Iteration 115Q: 3 clusters Score -6673576 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -6673674.000000 Penalty: 1057.286133
	Iteration 116Q: 3 clusters Score -6673674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -6673753.000000 Penalty: 1057.286133
	Iteration 117Q: 3 clusters Score -6673753 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -6673799.500000 Penalty: 1057.286133
	Iteration 118Q: 3 clusters Score -6673800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -6673854.000000 Penalty: 1057.286133
	Iteration 119Q: 3 clusters Score -6673854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 109546 members 
Entering Unmasked Estep 
Score: -6673890.000000 Penalty: 1057.286133
	Iteration 120F: 3 clusters Score -6673890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -6673928.000000 Penalty: 1057.286133
	Iteration 121Q: 3 clusters Score -6673928 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -6673980.500000 Penalty: 1057.286133
	Iteration 122Q: 3 clusters Score -6673980 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -6674005.500000 Penalty: 1057.286133
	Iteration 123Q: 3 clusters Score -6674006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -6674021.500000 Penalty: 1057.286133
	Iteration 124Q: 3 clusters Score -6674022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -6674056.000000 Penalty: 1057.286133
	Iteration 125Q: 3 clusters Score -6674056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 110203 members 
Entering Unmasked Estep 
Score: -6674067.000000 Penalty: 1057.286133
	Iteration 126Q: 3 clusters Score -6674067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -6674068.500000 Penalty: 1057.286133
	Iteration 127Q: 3 clusters Score -6674068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -6674082.000000 Penalty: 1057.286133
	Iteration 128Q: 3 clusters Score -6674082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -6674095.500000 Penalty: 1057.286133
	Iteration 129Q: 3 clusters Score -6674096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -6674105.500000 Penalty: 1057.286133
	Iteration 130Q: 3 clusters Score -6674106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -6674110.500000 Penalty: 1057.286133
	Iteration 131Q: 3 clusters Score -6674110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -6674127.500000 Penalty: 1057.286133
	Iteration 132Q: 3 clusters Score -6674128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -6674139.500000 Penalty: 1057.286133
	Iteration 133Q: 3 clusters Score -6674140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -6674150.000000 Penalty: 1057.286133
	Iteration 134Q: 3 clusters Score -6674150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -6674156.000000 Penalty: 1057.286133
	Iteration 135Q: 3 clusters Score -6674156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -6674161.000000 Penalty: 1057.286133
	Iteration 136Q: 3 clusters Score -6674161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -6674159.000000 Penalty: 1057.286133
	Iteration 137Q: 3 clusters Score -6674159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -6674164.500000 Penalty: 1057.286133
	Iteration 138Q: 3 clusters Score -6674164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -6674163.000000 Penalty: 1057.286133
	Iteration 139Q: 3 clusters Score -6674163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -6674165.500000 Penalty: 1057.286133
	Iteration 140F: 3 clusters Score -6674166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -6674173.000000 Penalty: 1057.286133
	Iteration 141Q: 3 clusters Score -6674173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -6674177.500000 Penalty: 1057.286133
	Iteration 142Q: 3 clusters Score -6674178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -6674188.000000 Penalty: 1057.286133
	Iteration 143Q: 3 clusters Score -6674188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -6674188.000000 Penalty: 1057.286133
	Iteration 144Q: 3 clusters Score -6674188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
Score: -6674187.000000 Penalty: 1057.286133
	Iteration 145Q: 3 clusters Score -6674187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -6674192.000000 Penalty: 1057.286133
	Iteration 146Q: 3 clusters Score -6674192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -6674195.000000 Penalty: 1057.286133
	Iteration 147Q: 3 clusters Score -6674195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -6674193.500000 Penalty: 1057.286133
	Iteration 148Q: 3 clusters Score -6674194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -6674196.000000 Penalty: 1057.286133
	Iteration 149Q: 3 clusters Score -6674196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -6674193.500000 Penalty: 1057.286133
	Iteration 150Q: 3 clusters Score -6674194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -6674197.000000 Penalty: 1057.286133
	Iteration 151Q: 3 clusters Score -6674197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -6674192.500000 Penalty: 1057.286133
	Iteration 152Q: 3 clusters Score -6674192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -6674192.000000 Penalty: 1057.286133
	Iteration 153Q: 3 clusters Score -6674192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -6674198.000000 Penalty: 1057.286133
	Iteration 154Q: 3 clusters Score -6674198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -6674195.500000 Penalty: 1057.286133
	Iteration 155Q: 3 clusters Score -6674196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -6674201.500000 Penalty: 1057.286133
	Iteration 156Q: 3 clusters Score -6674202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 110739 members 
Entering Unmasked Estep 
Score: -6674200.500000 Penalty: 1057.286133
	Iteration 157Q: 3 clusters Score -6674200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -6674203.000000 Penalty: 1057.286133
	Iteration 158Q: 3 clusters Score -6674203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -6674200.500000 Penalty: 1057.286133
	Iteration 159Q: 3 clusters Score -6674200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -6674203.500000 Penalty: 1057.286133
	Iteration 160F: 3 clusters Score -6674204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -6674202.000000 Penalty: 1057.286133
	Iteration 161Q: 3 clusters Score -6674202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -6674202.000000 Penalty: 1057.286133
	Iteration 162F: 3 clusters Score -6674202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14586.859375 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14586.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14749.079102 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14749.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14798.908203 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14798.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14822.985352 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14822.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14834.262695 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14834.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14843.435547 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14843.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14847.833984 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14847.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14850.503906 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14852.786133 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14852.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14868.737305 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14868.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14897.758789 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14897.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14934.982422 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14934.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14947.823242 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -14947.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14948.850586 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -14948.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14948.850586 Penalty: 506.371338
	Iteration 14F: 3 clusters Score -14948.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 89 members 
Entering Unmasked Estep 
Score: -58206724.000000 Penalty: 52236.687500
Splitting cluster 9 changes total score from -58206980.000000 to -58206724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -424666.656250 Penalty: 404.856995
	Iteration 0F: 2 clusters Score -424666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -419794.406250 Penalty: 809.713989
	Iteration 0F: 3 clusters Score -419794.4 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -421663.843750 Penalty: 809.713989
	Iteration 1F: 3 clusters Score -421663.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -421806.656250 Penalty: 809.713989
	Iteration 2F: 3 clusters Score -421806.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -421937.406250 Penalty: 809.713989
	Iteration 3Q: 3 clusters Score -421937.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -422070.593750 Penalty: 809.713989
	Iteration 4Q: 3 clusters Score -422070.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -422240.562500 Penalty: 809.713989
	Iteration 5Q: 3 clusters Score -422240.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -422457.906250 Penalty: 809.713989
	Iteration 6F: 3 clusters Score -422457.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -422696.937500 Penalty: 809.713989
	Iteration 7F: 3 clusters Score -422696.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -422904.343750 Penalty: 809.713989
	Iteration 8Q: 3 clusters Score -422904.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -423047.437500 Penalty: 809.713989
	Iteration 9Q: 3 clusters Score -423047.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -423126.375000 Penalty: 809.713989
	Iteration 10Q: 3 clusters Score -423126.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -423173.531250 Penalty: 809.713989
	Iteration 11Q: 3 clusters Score -423173.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -423216.156250 Penalty: 809.713989
	Iteration 12Q: 3 clusters Score -423216.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -423254.812500 Penalty: 809.713989
	Iteration 13Q: 3 clusters Score -423254.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -423283.187500 Penalty: 809.713989
	Iteration 14Q: 3 clusters Score -423283.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -423311.500000 Penalty: 809.713989
	Iteration 15Q: 3 clusters Score -423311.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -423336.875000 Penalty: 809.713989
	Iteration 16Q: 3 clusters Score -423336.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -423360.437500 Penalty: 809.713989
	Iteration 17Q: 3 clusters Score -423360.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -423382.093750 Penalty: 809.713989
	Iteration 18Q: 3 clusters Score -423382.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -423414.281250 Penalty: 809.713989
	Iteration 19Q: 3 clusters Score -423414.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -423439.125000 Penalty: 809.713989
	Iteration 20F: 3 clusters Score -423439.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -423461.906250 Penalty: 809.713989
	Iteration 21Q: 3 clusters Score -423461.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -423487.312500 Penalty: 809.713989
	Iteration 22Q: 3 clusters Score -423487.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -423517.843750 Penalty: 809.713989
	Iteration 23Q: 3 clusters Score -423517.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -423550.593750 Penalty: 809.713989
	Iteration 24Q: 3 clusters Score -423550.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -423588.718750 Penalty: 809.713989
	Iteration 25Q: 3 clusters Score -423588.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -423609.343750 Penalty: 809.713989
	Iteration 26Q: 3 clusters Score -423609.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -423624.062500 Penalty: 809.713989
	Iteration 27Q: 3 clusters Score -423624.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -423642.781250 Penalty: 809.713989
	Iteration 28Q: 3 clusters Score -423642.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -423659.625000 Penalty: 809.713989
	Iteration 29Q: 3 clusters Score -423659.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -423681.062500 Penalty: 809.713989
	Iteration 30Q: 3 clusters Score -423681.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -423711.468750 Penalty: 809.713989
	Iteration 31Q: 3 clusters Score -423711.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -423744.093750 Penalty: 809.713989
	Iteration 32Q: 3 clusters Score -423744.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -423764.750000 Penalty: 809.713989
	Iteration 33Q: 3 clusters Score -423764.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -423786.656250 Penalty: 809.713989
	Iteration 34Q: 3 clusters Score -423786.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -423814.937500 Penalty: 809.713989
	Iteration 35Q: 3 clusters Score -423814.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -423854.750000 Penalty: 809.713989
	Iteration 36Q: 3 clusters Score -423854.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -423898.656250 Penalty: 809.713989
	Iteration 37Q: 3 clusters Score -423898.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -423949.500000 Penalty: 809.713989
	Iteration 38Q: 3 clusters Score -423949.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -423995.125000 Penalty: 809.713989
	Iteration 39Q: 3 clusters Score -423995.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -424033.437500 Penalty: 809.713989
	Iteration 40F: 3 clusters Score -424033.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -424069.156250 Penalty: 809.713989
	Iteration 41Q: 3 clusters Score -424069.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -424100.281250 Penalty: 809.713989
	Iteration 42Q: 3 clusters Score -424100.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -424119.343750 Penalty: 809.713989
	Iteration 43Q: 3 clusters Score -424119.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -424143.312500 Penalty: 809.713989
	Iteration 44Q: 3 clusters Score -424143.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -424162.437500 Penalty: 809.713989
	Iteration 45Q: 3 clusters Score -424162.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -424178.406250 Penalty: 809.713989
	Iteration 46Q: 3 clusters Score -424178.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -424190.562500 Penalty: 809.713989
	Iteration 47Q: 3 clusters Score -424190.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -424201.406250 Penalty: 809.713989
	Iteration 48Q: 3 clusters Score -424201.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -424212.687500 Penalty: 809.713989
	Iteration 49Q: 3 clusters Score -424212.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -424220.843750 Penalty: 809.713989
	Iteration 50Q: 3 clusters Score -424220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -424227.593750 Penalty: 809.713989
	Iteration 51Q: 3 clusters Score -424227.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -424235.531250 Penalty: 809.713989
	Iteration 52Q: 3 clusters Score -424235.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -424242.156250 Penalty: 809.713989
	Iteration 53Q: 3 clusters Score -424242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -424247.968750 Penalty: 809.713989
	Iteration 54Q: 3 clusters Score -424248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -424254.750000 Penalty: 809.713989
	Iteration 55Q: 3 clusters Score -424254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -424260.968750 Penalty: 809.713989
	Iteration 56Q: 3 clusters Score -424261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -424265.312500 Penalty: 809.713989
	Iteration 57Q: 3 clusters Score -424265.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -424268.687500 Penalty: 809.713989
	Iteration 58Q: 3 clusters Score -424268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -424271.468750 Penalty: 809.713989
	Iteration 59Q: 3 clusters Score -424271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -424272.812500 Penalty: 809.713989
	Iteration 60F: 3 clusters Score -424272.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -424275.843750 Penalty: 809.713989
	Iteration 61Q: 3 clusters Score -424275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -424279.218750 Penalty: 809.713989
	Iteration 62Q: 3 clusters Score -424279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -424283.593750 Penalty: 809.713989
	Iteration 63Q: 3 clusters Score -424283.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -424284.718750 Penalty: 809.713989
	Iteration 64Q: 3 clusters Score -424284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -424287.625000 Penalty: 809.713989
	Iteration 65Q: 3 clusters Score -424287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -424289.343750 Penalty: 809.713989
	Iteration 66Q: 3 clusters Score -424289.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -424291.781250 Penalty: 809.713989
	Iteration 67Q: 3 clusters Score -424291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -424292.625000 Penalty: 809.713989
	Iteration 68Q: 3 clusters Score -424292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -424296.312500 Penalty: 809.713989
	Iteration 69Q: 3 clusters Score -424296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -424300.062500 Penalty: 809.713989
	Iteration 70Q: 3 clusters Score -424300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -424302.687500 Penalty: 809.713989
	Iteration 71Q: 3 clusters Score -424302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -424308.906250 Penalty: 809.713989
	Iteration 72Q: 3 clusters Score -424308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -424313.750000 Penalty: 809.713989
	Iteration 73Q: 3 clusters Score -424313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -424315.625000 Penalty: 809.713989
	Iteration 74Q: 3 clusters Score -424315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -424316.250000 Penalty: 809.713989
	Iteration 75Q: 3 clusters Score -424316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -424318.468750 Penalty: 809.713989
	Iteration 76Q: 3 clusters Score -424318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -424320.406250 Penalty: 809.713989
	Iteration 77Q: 3 clusters Score -424320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -424321.781250 Penalty: 809.713989
	Iteration 78Q: 3 clusters Score -424321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -424323.281250 Penalty: 809.713989
	Iteration 79Q: 3 clusters Score -424323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -424324.875000 Penalty: 809.713989
	Iteration 80F: 3 clusters Score -424324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -424325.937500 Penalty: 809.713989
	Iteration 81Q: 3 clusters Score -424325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -424326.937500 Penalty: 809.713989
	Iteration 82Q: 3 clusters Score -424326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -424327.312500 Penalty: 809.713989
	Iteration 83Q: 3 clusters Score -424327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -424327.531250 Penalty: 809.713989
	Iteration 84Q: 3 clusters Score -424327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -424328.593750 Penalty: 809.713989
	Iteration 85Q: 3 clusters Score -424328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -424329.343750 Penalty: 809.713989
	Iteration 86Q: 3 clusters Score -424329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -424331.218750 Penalty: 809.713989
	Iteration 87Q: 3 clusters Score -424331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -424333.687500 Penalty: 809.713989
	Iteration 88Q: 3 clusters Score -424333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -424333.750000 Penalty: 809.713989
	Iteration 89Q: 3 clusters Score -424333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -424334.125000 Penalty: 809.713989
	Iteration 90Q: 3 clusters Score -424334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -424335.500000 Penalty: 809.713989
	Iteration 91Q: 3 clusters Score -424335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -424335.281250 Penalty: 809.713989
	Iteration 92Q: 3 clusters Score -424335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -424335.281250 Penalty: 809.713989
	Iteration 93F: 3 clusters Score -424335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Entering Unmasked Estep 
Score: -3754643.750000 Penalty: 501.417694
	Iteration 0F: 2 clusters Score -3754644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3713642.500000 Penalty: 1002.835388
	Iteration 0F: 3 clusters Score -3713642 nChanged 29556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3731774.750000 Penalty: 1002.835388
	Iteration 1F: 3 clusters Score -3731775 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -3732714.500000 Penalty: 1002.835388
	Iteration 2Q: 3 clusters Score -3732714 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3734168.500000 Penalty: 1002.835388
	Iteration 3Q: 3 clusters Score -3734168 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -3736473.500000 Penalty: 1002.835388
	Iteration 4F: 3 clusters Score -3736474 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -3739513.000000 Penalty: 1002.835388
	Iteration 5F: 3 clusters Score -3739513 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -3742820.000000 Penalty: 1002.835388
	Iteration 6F: 3 clusters Score -3742820 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -3745319.000000 Penalty: 1002.835388
	Iteration 7F: 3 clusters Score -3745319 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -3746781.250000 Penalty: 1002.835388
	Iteration 8Q: 3 clusters Score -3746781 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -3747540.250000 Penalty: 1002.835388
	Iteration 9Q: 3 clusters Score -3747540 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -3748010.000000 Penalty: 1002.835388
	Iteration 10Q: 3 clusters Score -3748010 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -3748422.500000 Penalty: 1002.835388
	Iteration 11Q: 3 clusters Score -3748422 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -3748787.250000 Penalty: 1002.835388
	Iteration 12Q: 3 clusters Score -3748787 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -3749156.500000 Penalty: 1002.835388
	Iteration 13Q: 3 clusters Score -3749156 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -3749502.750000 Penalty: 1002.835388
	Iteration 14Q: 3 clusters Score -3749503 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -3749854.500000 Penalty: 1002.835388
	Iteration 15Q: 3 clusters Score -3749854 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -3750207.250000 Penalty: 1002.835388
	Iteration 16Q: 3 clusters Score -3750207 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -3750523.500000 Penalty: 1002.835388
	Iteration 17Q: 3 clusters Score -3750524 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -3750840.250000 Penalty: 1002.835388
	Iteration 18Q: 3 clusters Score -3750840 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -3751159.750000 Penalty: 1002.835388
	Iteration 19Q: 3 clusters Score -3751160 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -3751485.750000 Penalty: 1002.835388
	Iteration 20F: 3 clusters Score -3751486 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -3751818.750000 Penalty: 1002.835388
	Iteration 21Q: 3 clusters Score -3751819 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -3752124.500000 Penalty: 1002.835388
	Iteration 22Q: 3 clusters Score -3752124 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -3752419.500000 Penalty: 1002.835388
	Iteration 23Q: 3 clusters Score -3752420 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -3752693.250000 Penalty: 1002.835388
	Iteration 24Q: 3 clusters Score -3752693 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -3752955.250000 Penalty: 1002.835388
	Iteration 25Q: 3 clusters Score -3752955 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -3753144.000000 Penalty: 1002.835388
	Iteration 26Q: 3 clusters Score -3753144 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -3753299.000000 Penalty: 1002.835388
	Iteration 27Q: 3 clusters Score -3753299 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -3753447.750000 Penalty: 1002.835388
	Iteration 28Q: 3 clusters Score -3753448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -3753590.000000 Penalty: 1002.835388
	Iteration 29Q: 3 clusters Score -3753590 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -3753719.750000 Penalty: 1002.835388
	Iteration 30Q: 3 clusters Score -3753720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -3753836.250000 Penalty: 1002.835388
	Iteration 31Q: 3 clusters Score -3753836 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -3753926.500000 Penalty: 1002.835388
	Iteration 32Q: 3 clusters Score -3753926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -3754004.250000 Penalty: 1002.835388
	Iteration 33Q: 3 clusters Score -3754004 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -3754072.250000 Penalty: 1002.835388
	Iteration 34Q: 3 clusters Score -3754072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -3754112.250000 Penalty: 1002.835388
	Iteration 35Q: 3 clusters Score -3754112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -3754148.000000 Penalty: 1002.835388
	Iteration 36Q: 3 clusters Score -3754148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -3754173.000000 Penalty: 1002.835388
	Iteration 37Q: 3 clusters Score -3754173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -3754194.750000 Penalty: 1002.835388
	Iteration 38Q: 3 clusters Score -3754195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -3754214.000000 Penalty: 1002.835388
	Iteration 39Q: 3 clusters Score -3754214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -3754233.250000 Penalty: 1002.835388
	Iteration 40F: 3 clusters Score -3754233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -3754251.250000 Penalty: 1002.835388
	Iteration 41Q: 3 clusters Score -3754251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -3754271.250000 Penalty: 1002.835388
	Iteration 42Q: 3 clusters Score -3754271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -3754276.250000 Penalty: 1002.835388
	Iteration 43Q: 3 clusters Score -3754276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -3754283.250000 Penalty: 1002.835388
	Iteration 44Q: 3 clusters Score -3754283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -3754288.000000 Penalty: 1002.835388
	Iteration 45Q: 3 clusters Score -3754288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -3754292.500000 Penalty: 1002.835388
	Iteration 46Q: 3 clusters Score -3754292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -3754293.000000 Penalty: 1002.835388
	Iteration 47Q: 3 clusters Score -3754293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -3754297.750000 Penalty: 1002.835388
	Iteration 48Q: 3 clusters Score -3754298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -3754295.750000 Penalty: 1002.835388
	Iteration 49Q: 3 clusters Score -3754296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -3754294.500000 Penalty: 1002.835388
	Iteration 50Q: 3 clusters Score -3754294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -3754296.250000 Penalty: 1002.835388
	Iteration 51Q: 3 clusters Score -3754296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -3754297.250000 Penalty: 1002.835388
	Iteration 52Q: 3 clusters Score -3754297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -3754298.000000 Penalty: 1002.835388
	Iteration 53Q: 3 clusters Score -3754298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -3754299.000000 Penalty: 1002.835388
	Iteration 54Q: 3 clusters Score -3754299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -3754297.250000 Penalty: 1002.835388
	Iteration 55Q: 3 clusters Score -3754297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -3754297.250000 Penalty: 1002.835388
	Iteration 56F: 3 clusters Score -3754297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -81748.781250 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -81748.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -80725.750000 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -80725.75 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81082.679688 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -81082.68 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81212.203125 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -81212.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81328.656250 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -81328.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81432.531250 Penalty: 654.007996
	Iteration 4F: 3 clusters Score -81432.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81510.953125 Penalty: 654.007996
	Iteration 5F: 3 clusters Score -81510.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81571.054688 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -81571.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81632.093750 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -81632.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -81709.179688 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -81709.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81760.140625 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -81760.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81782.515625 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -81782.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81795.539062 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -81795.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -81805.765625 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -81805.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -81813.546875 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -81813.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -81830.156250 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -81830.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -81853.382812 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -81853.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -81872.132812 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -81872.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -81884.203125 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -81884.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -81896.835938 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -81896.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -81912.460938 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -81912.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -81929.750000 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -81929.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -81951.265625 Penalty: 654.007996
	Iteration 21Q: 3 clusters Score -81951.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81964.226562 Penalty: 654.007996
	Iteration 22Q: 3 clusters Score -81964.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -81973.460938 Penalty: 654.007996
	Iteration 23Q: 3 clusters Score -81973.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -81982.929688 Penalty: 654.007996
	Iteration 24Q: 3 clusters Score -81982.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81990.406250 Penalty: 654.007996
	Iteration 25Q: 3 clusters Score -81990.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -81994.039062 Penalty: 654.007996
	Iteration 26Q: 3 clusters Score -81994.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -81997.054688 Penalty: 654.007996
	Iteration 27Q: 3 clusters Score -81997.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -81997.476562 Penalty: 654.007996
	Iteration 28Q: 3 clusters Score -81997.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -81998.414062 Penalty: 654.007996
	Iteration 29Q: 3 clusters Score -81998.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -81998.546875 Penalty: 654.007996
	Iteration 30Q: 3 clusters Score -81998.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -81998.750000 Penalty: 654.007996
	Iteration 31Q: 3 clusters Score -81998.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -81999.140625 Penalty: 654.007996
	Iteration 32Q: 3 clusters Score -81999.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -82001.070312 Penalty: 654.007996
	Iteration 33Q: 3 clusters Score -82001.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -82001.640625 Penalty: 654.007996
	Iteration 34Q: 3 clusters Score -82001.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -82001.765625 Penalty: 654.007996
	Iteration 35Q: 3 clusters Score -82001.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -82001.765625 Penalty: 654.007996
	Iteration 36F: 3 clusters Score -82001.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Entering Unmasked Estep 
Score: -58207080.000000 Penalty: 52236.687500
Splitting cluster 12 changes total score from -58206980.000000 to -58207080.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 13 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -61984.343750 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -61984.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61140.695312 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -61140.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61429.777344 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -61429.78 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61504.128906 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -61504.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -61551.046875 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -61551.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61592.078125 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -61592.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61634.570312 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -61634.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61660.414062 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -61660.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -61681.273438 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -61681.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -61705.437500 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -61705.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -61723.742188 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -61723.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -61740.093750 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -61740.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61747.804688 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -61747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61753.066406 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -61753.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -61760.566406 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -61760.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -61765.847656 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -61765.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61767.859375 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -61767.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -61769.988281 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -61769.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -61772.855469 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -61772.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -61775.101562 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -61775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61777.359375 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -61777.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -61779.539062 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -61779.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61780.738281 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -61780.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -61782.101562 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -61782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -61783.652344 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -61783.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -61786.613281 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -61786.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61787.410156 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -61787.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61787.539062 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -61787.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61787.539062 Penalty: 633.994019
	Iteration 27F: 3 clusters Score -61787.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 337 members 
Entering Unmasked Estep 
Score: -37599.281250 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37599.28 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37760.203125 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37760.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37793.492188 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37793.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37810.222656 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37810.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37822.988281 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37822.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37836.316406 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37836.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37844.609375 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37844.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37850.046875 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37850.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37856.250000 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37856.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37858.625000 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37858.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37860.964844 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37860.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37863.277344 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37863.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37864.863281 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37864.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37866.503906 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37868.800781 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37872.109375 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -37872.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37876.667969 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -37876.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37880.722656 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -37880.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37885.820312 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -37885.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37894.261719 Penalty: 590.931580
	Iteration 19Q: 3 clusters Score -37894.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37900.226562 Penalty: 590.931580
	Iteration 20F: 3 clusters Score -37900.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37903.167969 Penalty: 590.931580
	Iteration 21Q: 3 clusters Score -37903.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37905.695312 Penalty: 590.931580
	Iteration 22Q: 3 clusters Score -37905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37906.945312 Penalty: 590.931580
	Iteration 23Q: 3 clusters Score -37906.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37907.300781 Penalty: 590.931580
	Iteration 24Q: 3 clusters Score -37907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37907.824219 Penalty: 590.931580
	Iteration 25Q: 3 clusters Score -37907.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37908.148438 Penalty: 590.931580
	Iteration 26Q: 3 clusters Score -37908.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37908.917969 Penalty: 590.931580
	Iteration 27Q: 3 clusters Score -37908.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37911.023438 Penalty: 590.931580
	Iteration 28Q: 3 clusters Score -37911.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37913.468750 Penalty: 590.931580
	Iteration 29Q: 3 clusters Score -37913.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37913.968750 Penalty: 590.931580
	Iteration 30Q: 3 clusters Score -37913.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37914.886719 Penalty: 590.931580
	Iteration 31Q: 3 clusters Score -37914.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37914.886719 Penalty: 590.931580
	Iteration 32F: 3 clusters Score -37914.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 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 141 members 
Entering Unmasked Estep 
Score: -16706.560547 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16706.56 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16860.585938 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16860.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16903.113281 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16903.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16914.437500 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -16914.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16928.087891 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16928.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16939.890625 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16939.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16955.812500 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16955.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16969.626953 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16969.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16974.839844 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -16974.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16980.414062 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -16980.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16981.121094 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -16981.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16981.292969 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -16981.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16981.292969 Penalty: 515.644836
	Iteration 12F: 3 clusters Score -16981.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128647 members 
Entering Unmasked Estep 
Score: -7678633.000000 Penalty: 535.299683
	Iteration 0F: 2 clusters Score -7678633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7596464.000000 Penalty: 1070.599365
	Iteration 0F: 3 clusters Score -7596464 nChanged 63089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -7641258.500000 Penalty: 1070.599365
	Iteration 1F: 3 clusters Score -7641258 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -7648433.500000 Penalty: 1070.599365
	Iteration 2F: 3 clusters Score -7648434 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -7656540.000000 Penalty: 1070.599365
	Iteration 3F: 3 clusters Score -7656540 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -7663010.500000 Penalty: 1070.599365
	Iteration 4F: 3 clusters Score -7663010 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -7666952.000000 Penalty: 1070.599365
	Iteration 5Q: 3 clusters Score -7666952 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -7669387.500000 Penalty: 1070.599365
	Iteration 6Q: 3 clusters Score -7669388 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -7671037.000000 Penalty: 1070.599365
	Iteration 7Q: 3 clusters Score -7671037 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -7672403.000000 Penalty: 1070.599365
	Iteration 8Q: 3 clusters Score -7672403 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -7673721.000000 Penalty: 1070.599365
	Iteration 9Q: 3 clusters Score -7673721 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -7674815.000000 Penalty: 1070.599365
	Iteration 10Q: 3 clusters Score -7674815 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -7675710.000000 Penalty: 1070.599365
	Iteration 11Q: 3 clusters Score -7675710 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -7676458.000000 Penalty: 1070.599365
	Iteration 12Q: 3 clusters Score -7676458 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 123955 members 
Entering Unmasked Estep 
Score: -7676939.500000 Penalty: 1070.599365
	Iteration 13Q: 3 clusters Score -7676940 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -7677393.000000 Penalty: 1070.599365
	Iteration 14Q: 3 clusters Score -7677393 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -7677619.000000 Penalty: 1070.599365
	Iteration 15Q: 3 clusters Score -7677619 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -7677847.500000 Penalty: 1070.599365
	Iteration 16Q: 3 clusters Score -7677848 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -7678010.500000 Penalty: 1070.599365
	Iteration 17Q: 3 clusters Score -7678010 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -7678077.000000 Penalty: 1070.599365
	Iteration 18Q: 3 clusters Score -7678077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -7678138.000000 Penalty: 1070.599365
	Iteration 19Q: 3 clusters Score -7678138 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 126966 members 
Entering Unmasked Estep 
Score: -7678190.000000 Penalty: 1070.599365
	Iteration 20F: 3 clusters Score -7678190 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -7678268.500000 Penalty: 1070.599365
	Iteration 21Q: 3 clusters Score -7678268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -7678302.500000 Penalty: 1070.599365
	Iteration 22Q: 3 clusters Score -7678302 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -7678333.500000 Penalty: 1070.599365
	Iteration 23Q: 3 clusters Score -7678334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 127382 members 
Entering Unmasked Estep 
Score: -7678384.000000 Penalty: 1070.599365
	Iteration 24Q: 3 clusters Score -7678384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -7678417.000000 Penalty: 1070.599365
	Iteration 25Q: 3 clusters Score -7678417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -7678428.000000 Penalty: 1070.599365
	Iteration 26Q: 3 clusters Score -7678428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -7678432.500000 Penalty: 1070.599365
	Iteration 27Q: 3 clusters Score -7678432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -7678454.000000 Penalty: 1070.599365
	Iteration 28Q: 3 clusters Score -7678454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 127564 members 
Entering Unmasked Estep 
Score: -7678456.000000 Penalty: 1070.599365
	Iteration 29Q: 3 clusters Score -7678456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -7678470.500000 Penalty: 1070.599365
	Iteration 30Q: 3 clusters Score -7678470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -7678479.500000 Penalty: 1070.599365
	Iteration 31Q: 3 clusters Score -7678480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -7678480.500000 Penalty: 1070.599365
	Iteration 32Q: 3 clusters Score -7678480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -7678484.500000 Penalty: 1070.599365
	Iteration 33Q: 3 clusters Score -7678484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -7678479.500000 Penalty: 1070.599365
	Iteration 34Q: 3 clusters Score -7678480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -7678480.000000 Penalty: 1070.599365
	Iteration 35Q: 3 clusters Score -7678480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -7678489.000000 Penalty: 1070.599365
	Iteration 36Q: 3 clusters Score -7678489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -7678478.500000 Penalty: 1070.599365
	Iteration 37Q: 3 clusters Score -7678478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -7678488.500000 Penalty: 1070.599365
	Iteration 38Q: 3 clusters Score -7678488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -7678485.500000 Penalty: 1070.599365
	Iteration 39Q: 3 clusters Score -7678486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -7678492.000000 Penalty: 1070.599365
	Iteration 40F: 3 clusters Score -7678492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -7678488.500000 Penalty: 1070.599365
	Iteration 41Q: 3 clusters Score -7678488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -7678491.500000 Penalty: 1070.599365
	Iteration 42Q: 3 clusters Score -7678492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 127660 members 
Entering Unmasked Estep 
Score: -7678492.500000 Penalty: 1070.599365
	Iteration 43Q: 3 clusters Score -7678492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -7678491.500000 Penalty: 1070.599365
	Iteration 44Q: 3 clusters Score -7678492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -7678493.000000 Penalty: 1070.599365
	Iteration 45Q: 3 clusters Score -7678493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -7678494.000000 Penalty: 1070.599365
	Iteration 46Q: 3 clusters Score -7678494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -7678497.000000 Penalty: 1070.599365
	Iteration 47Q: 3 clusters Score -7678497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -7678497.000000 Penalty: 1070.599365
	Iteration 48F: 3 clusters Score -7678497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Entering Unmasked Estep 
Score: -7497083.500000 Penalty: 534.813232
	Iteration 0F: 2 clusters Score -7497084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -7411590.000000 Penalty: 1069.626465
	Iteration 0F: 3 clusters Score -7411590 nChanged 62282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -7449633.500000 Penalty: 1069.626465
	Iteration 1F: 3 clusters Score -7449634 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -7451103.500000 Penalty: 1069.626465
	Iteration 2Q: 3 clusters Score -7451104 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -7453239.000000 Penalty: 1069.626465
	Iteration 3Q: 3 clusters Score -7453239 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -7456912.000000 Penalty: 1069.626465
	Iteration 4F: 3 clusters Score -7456912 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -7463132.500000 Penalty: 1069.626465
	Iteration 5F: 3 clusters Score -7463132 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -7472129.500000 Penalty: 1069.626465
	Iteration 6F: 3 clusters Score -7472130 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -7482214.500000 Penalty: 1069.626465
	Iteration 7F: 3 clusters Score -7482214 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -7489556.500000 Penalty: 1069.626465
	Iteration 8F: 3 clusters Score -7489556 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -7493408.000000 Penalty: 1069.626465
	Iteration 9Q: 3 clusters Score -7493408 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -7495074.000000 Penalty: 1069.626465
	Iteration 10Q: 3 clusters Score -7495074 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -7495907.500000 Penalty: 1069.626465
	Iteration 11Q: 3 clusters Score -7495908 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -7496276.000000 Penalty: 1069.626465
	Iteration 12Q: 3 clusters Score -7496276 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -7496488.000000 Penalty: 1069.626465
	Iteration 13Q: 3 clusters Score -7496488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -7496582.500000 Penalty: 1069.626465
	Iteration 14Q: 3 clusters Score -7496582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -7496628.500000 Penalty: 1069.626465
	Iteration 15Q: 3 clusters Score -7496628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 126933 members 
Entering Unmasked Estep 
Score: -7496657.000000 Penalty: 1069.626465
	Iteration 16Q: 3 clusters Score -7496657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 126954 members 
Entering Unmasked Estep 
Score: -7496661.000000 Penalty: 1069.626465
	Iteration 17Q: 3 clusters Score -7496661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -7496672.500000 Penalty: 1069.626465
	Iteration 18Q: 3 clusters Score -7496672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -7496677.500000 Penalty: 1069.626465
	Iteration 19Q: 3 clusters Score -7496678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 126982 members 
Entering Unmasked Estep 
Score: -7496685.000000 Penalty: 1069.626465
	Iteration 20F: 3 clusters Score -7496685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -7496688.500000 Penalty: 1069.626465
	Iteration 21Q: 3 clusters Score -7496688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -7496698.000000 Penalty: 1069.626465
	Iteration 22Q: 3 clusters Score -7496698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -7496699.500000 Penalty: 1069.626465
	Iteration 23Q: 3 clusters Score -7496700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -7496701.000000 Penalty: 1069.626465
	Iteration 24Q: 3 clusters Score -7496701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -7496704.000000 Penalty: 1069.626465
	Iteration 25Q: 3 clusters Score -7496704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -7496702.000000 Penalty: 1069.626465
	Iteration 26Q: 3 clusters Score -7496702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -7496701.500000 Penalty: 1069.626465
	Iteration 27Q: 3 clusters Score -7496702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -7496704.500000 Penalty: 1069.626465
	Iteration 28Q: 3 clusters Score -7496704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -7496706.500000 Penalty: 1069.626465
	Iteration 29Q: 3 clusters Score -7496706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -7496706.000000 Penalty: 1069.626465
	Iteration 30Q: 3 clusters Score -7496706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -7496708.000000 Penalty: 1069.626465
	Iteration 31Q: 3 clusters Score -7496708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 127023 members 
Entering Unmasked Estep 
Score: -7496707.000000 Penalty: 1069.626465
	Iteration 32Q: 3 clusters Score -7496707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -7496712.000000 Penalty: 1069.626465
	Iteration 33Q: 3 clusters Score -7496712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -7496720.500000 Penalty: 1069.626465
	Iteration 34Q: 3 clusters Score -7496720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -7496722.000000 Penalty: 1069.626465
	Iteration 35Q: 3 clusters Score -7496722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -7496725.000000 Penalty: 1069.626465
	Iteration 36Q: 3 clusters Score -7496725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 127040 members 
Entering Unmasked Estep 
Score: -7496726.000000 Penalty: 1069.626465
	Iteration 37Q: 3 clusters Score -7496726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -7496734.500000 Penalty: 1069.626465
	Iteration 38Q: 3 clusters Score -7496734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -7496739.000000 Penalty: 1069.626465
	Iteration 39Q: 3 clusters Score -7496739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -7496737.500000 Penalty: 1069.626465
	Iteration 40F: 3 clusters Score -7496738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -7496744.500000 Penalty: 1069.626465
	Iteration 41Q: 3 clusters Score -7496744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -7496743.500000 Penalty: 1069.626465
	Iteration 42Q: 3 clusters Score -7496744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -7496743.500000 Penalty: 1069.626465
	Iteration 43Q: 3 clusters Score -7496744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -7496743.500000 Penalty: 1069.626465
	Iteration 44Q: 3 clusters Score -7496744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -7496746.000000 Penalty: 1069.626465
	Iteration 45Q: 3 clusters Score -7496746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -7496743.000000 Penalty: 1069.626465
	Iteration 46Q: 3 clusters Score -7496743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -7496746.000000 Penalty: 1069.626465
	Iteration 47Q: 3 clusters Score -7496746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -7496744.500000 Penalty: 1069.626465
	Iteration 48Q: 3 clusters Score -7496744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -7496744.500000 Penalty: 1069.626465
	Iteration 49F: 3 clusters Score -7496744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Entering Unmasked Estep 
Score: -7467765.000000 Penalty: 533.580505
	Iteration 0F: 2 clusters Score -7467765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -7385809.500000 Penalty: 1067.161011
	Iteration 0F: 3 clusters Score -7385810 nChanged 60630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -7424021.000000 Penalty: 1067.161011
	Iteration 1F: 3 clusters Score -7424021 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -7427002.500000 Penalty: 1067.161011
	Iteration 2F: 3 clusters Score -7427002 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7431717.500000 Penalty: 1067.161011
	Iteration 3F: 3 clusters Score -7431718 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -7438582.000000 Penalty: 1067.161011
	Iteration 4F: 3 clusters Score -7438582 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -7446580.500000 Penalty: 1067.161011
	Iteration 5F: 3 clusters Score -7446580 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -7454472.000000 Penalty: 1067.161011
	Iteration 6F: 3 clusters Score -7454472 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -7460519.000000 Penalty: 1067.161011
	Iteration 7F: 3 clusters Score -7460519 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7464000.000000 Penalty: 1067.161011
	Iteration 8Q: 3 clusters Score -7464000 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7465749.500000 Penalty: 1067.161011
	Iteration 9Q: 3 clusters Score -7465750 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7466612.500000 Penalty: 1067.161011
	Iteration 10Q: 3 clusters Score -7466612 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7467031.000000 Penalty: 1067.161011
	Iteration 11Q: 3 clusters Score -7467031 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7467196.000000 Penalty: 1067.161011
	Iteration 12Q: 3 clusters Score -7467196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7467253.500000 Penalty: 1067.161011
	Iteration 13Q: 3 clusters Score -7467254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7467286.500000 Penalty: 1067.161011
	Iteration 14Q: 3 clusters Score -7467286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7467304.000000 Penalty: 1067.161011
	Iteration 15Q: 3 clusters Score -7467304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7467314.000000 Penalty: 1067.161011
	Iteration 16Q: 3 clusters Score -7467314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7467320.500000 Penalty: 1067.161011
	Iteration 17Q: 3 clusters Score -7467320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7467326.000000 Penalty: 1067.161011
	Iteration 18Q: 3 clusters Score -7467326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7467322.500000 Penalty: 1067.161011
	Iteration 19Q: 3 clusters Score -7467322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7467323.000000 Penalty: 1067.161011
	Iteration 20F: 3 clusters Score -7467323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -223794.437500 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -223794.4 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 1913 members 
Entering Unmasked Estep 
Score: -221230.953125 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -221231 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -222241.890625 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -222241.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -222480.296875 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -222480.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -222747.515625 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -222747.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -222992.296875 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -222992.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -223151.125000 Penalty: 749.562439
	Iteration 5F: 3 clusters Score -223151.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -223242.062500 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -223242.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -223307.156250 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -223307.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -223369.406250 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -223369.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -223441.906250 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -223441.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -223520.625000 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -223520.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -223593.546875 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -223593.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -223642.765625 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -223642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -223654.453125 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -223654.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -223662.781250 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -223662.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -223668.125000 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -223668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -223670.609375 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -223670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -223673.218750 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -223673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -223674.921875 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -223674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -223677.187500 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -223677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -223679.250000 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -223679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -223681.109375 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -223681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -223682.656250 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -223682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -223684.109375 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -223684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -223685.031250 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -223685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -223685.031250 Penalty: 749.562439
	Iteration 25F: 3 clusters Score -223685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -555138.187500 Penalty: 415.276642
	Iteration 0F: 2 clusters Score -555138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -548927.500000 Penalty: 830.553284
	Iteration 0F: 3 clusters Score -548927.5 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -551377.875000 Penalty: 830.553284
	Iteration 1F: 3 clusters Score -551377.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -551642.375000 Penalty: 830.553284
	Iteration 2F: 3 clusters Score -551642.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -551970.375000 Penalty: 830.553284
	Iteration 3F: 3 clusters Score -551970.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -552457.562500 Penalty: 830.553284
	Iteration 4F: 3 clusters Score -552457.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -553050.937500 Penalty: 830.553284
	Iteration 5F: 3 clusters Score -553050.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -553687.750000 Penalty: 830.553284
	Iteration 6F: 3 clusters Score -553687.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -554170.187500 Penalty: 830.553284
	Iteration 7F: 3 clusters Score -554170.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -554482.875000 Penalty: 830.553284
	Iteration 8Q: 3 clusters Score -554482.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -554634.437500 Penalty: 830.553284
	Iteration 9Q: 3 clusters Score -554634.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -554697.812500 Penalty: 830.553284
	Iteration 10Q: 3 clusters Score -554697.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -554721.562500 Penalty: 830.553284
	Iteration 11Q: 3 clusters Score -554721.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -554741.062500 Penalty: 830.553284
	Iteration 12Q: 3 clusters Score -554741.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -554749.187500 Penalty: 830.553284
	Iteration 13Q: 3 clusters Score -554749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -554756.000000 Penalty: 830.553284
	Iteration 14Q: 3 clusters Score -554756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -554760.937500 Penalty: 830.553284
	Iteration 15Q: 3 clusters Score -554760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -554767.500000 Penalty: 830.553284
	Iteration 16Q: 3 clusters Score -554767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -554768.812500 Penalty: 830.553284
	Iteration 17Q: 3 clusters Score -554768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -554770.937500 Penalty: 830.553284
	Iteration 18Q: 3 clusters Score -554770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -554770.937500 Penalty: 830.553284
	Iteration 19F: 3 clusters Score -554770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -12892.915039 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -12892.92 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 136 members 
Entering Unmasked Estep 
Score: -12565.155273 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12565.16 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12673.417969 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12673.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12720.710938 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12720.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12750.298828 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -12750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12775.384766 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12775.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12781.269531 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12781.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12781.501953 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12781.501953 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -12781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -30237.039062 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -30237.04 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 252 members 
Entering Unmasked Estep 
Score: -29727.917969 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -29727.92 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29923.371094 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -29923.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29986.943359 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -29986.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30036.058594 Penalty: 568.219177
	Iteration 3F: 3 clusters Score -30036.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30049.744141 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -30049.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30064.611328 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -30064.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30075.347656 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -30075.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30084.505859 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -30084.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30094.238281 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -30094.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30100.220703 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -30100.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30102.978516 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -30102.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30103.449219 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -30103.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30105.425781 Penalty: 568.219177
	Iteration 12Q: 3 clusters Score -30105.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30107.591797 Penalty: 568.219177
	Iteration 13Q: 3 clusters Score -30107.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30108.210938 Penalty: 568.219177
	Iteration 14Q: 3 clusters Score -30108.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30109.707031 Penalty: 568.219177
	Iteration 15Q: 3 clusters Score -30109.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30110.748047 Penalty: 568.219177
	Iteration 16Q: 3 clusters Score -30110.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30114.751953 Penalty: 568.219177
	Iteration 17Q: 3 clusters Score -30114.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30125.367188 Penalty: 568.219177
	Iteration 18Q: 3 clusters Score -30125.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30144.171875 Penalty: 568.219177
	Iteration 19Q: 3 clusters Score -30144.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30170.835938 Penalty: 568.219177
	Iteration 20F: 3 clusters Score -30170.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30188.541016 Penalty: 568.219177
	Iteration 21Q: 3 clusters Score -30188.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30199.261719 Penalty: 568.219177
	Iteration 22Q: 3 clusters Score -30199.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30212.574219 Penalty: 568.219177
	Iteration 23Q: 3 clusters Score -30212.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30235.566406 Penalty: 568.219177
	Iteration 24Q: 3 clusters Score -30235.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30274.736328 Penalty: 568.219177
	Iteration 25Q: 3 clusters Score -30274.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30307.666016 Penalty: 568.219177
	Iteration 26Q: 3 clusters Score -30307.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30316.253906 Penalty: 568.219177
	Iteration 27Q: 3 clusters Score -30316.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30319.082031 Penalty: 568.219177
	Iteration 28Q: 3 clusters Score -30319.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30322.603516 Penalty: 568.219177
	Iteration 29Q: 3 clusters Score -30322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30323.847656 Penalty: 568.219177
	Iteration 30Q: 3 clusters Score -30323.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30323.847656 Penalty: 568.219177
	Iteration 31F: 3 clusters Score -30323.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 215 members 
Entering Unmasked Estep 
Score: -58206884.000000 Penalty: 52866.046875
Splitting cluster 22 changes total score from -58206980.000000 to -58206884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -51458.535156 Penalty: 309.508972
	Iteration 0F: 2 clusters Score -51458.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50698.125000 Penalty: 619.017944
	Iteration 0F: 3 clusters Score -50698.12 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50913.410156 Penalty: 619.017944
	Iteration 1F: 3 clusters Score -50913.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50974.566406 Penalty: 619.017944
	Iteration 2F: 3 clusters Score -50974.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51016.675781 Penalty: 619.017944
	Iteration 3F: 3 clusters Score -51016.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51051.007812 Penalty: 619.017944
	Iteration 4F: 3 clusters Score -51051.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51083.054688 Penalty: 619.017944
	Iteration 5Q: 3 clusters Score -51083.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51115.289062 Penalty: 619.017944
	Iteration 6Q: 3 clusters Score -51115.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51154.609375 Penalty: 619.017944
	Iteration 7F: 3 clusters Score -51154.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51169.382812 Penalty: 619.017944
	Iteration 8Q: 3 clusters Score -51169.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51177.925781 Penalty: 619.017944
	Iteration 9Q: 3 clusters Score -51177.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51185.312500 Penalty: 619.017944
	Iteration 10Q: 3 clusters Score -51185.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51192.867188 Penalty: 619.017944
	Iteration 11Q: 3 clusters Score -51192.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51204.667969 Penalty: 619.017944
	Iteration 12Q: 3 clusters Score -51204.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51216.980469 Penalty: 619.017944
	Iteration 13Q: 3 clusters Score -51216.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51229.984375 Penalty: 619.017944
	Iteration 14Q: 3 clusters Score -51229.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51246.601562 Penalty: 619.017944
	Iteration 15Q: 3 clusters Score -51246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51258.390625 Penalty: 619.017944
	Iteration 16Q: 3 clusters Score -51258.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51264.609375 Penalty: 619.017944
	Iteration 17Q: 3 clusters Score -51264.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51268.316406 Penalty: 619.017944
	Iteration 18Q: 3 clusters Score -51268.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51269.921875 Penalty: 619.017944
	Iteration 19Q: 3 clusters Score -51269.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51269.921875 Penalty: 619.017944
	Iteration 20F: 3 clusters Score -51269.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -65621.835938 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -65621.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64782.542969 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -64782.54 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65041.863281 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -65041.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65087.132812 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -65087.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65115.300781 Penalty: 636.113342
	Iteration 3Q: 3 clusters Score -65115.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65142.617188 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -65142.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65181.542969 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -65181.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65227.355469 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -65227.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65259.816406 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -65259.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65288.777344 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -65288.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65315.765625 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -65315.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65343.609375 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -65343.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65367.339844 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -65367.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65394.847656 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -65394.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65414.578125 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -65414.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65428.148438 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -65428.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65443.074219 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -65443.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65451.468750 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -65451.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65460.812500 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -65460.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65469.089844 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -65469.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65477.964844 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -65477.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65495.382812 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -65495.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65507.351562 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -65507.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65513.734375 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -65513.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65520.355469 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -65520.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65524.199219 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -65524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65526.621094 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -65526.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65529.234375 Penalty: 636.113342
	Iteration 26Q: 3 clusters Score -65529.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65531.691406 Penalty: 636.113342
	Iteration 27Q: 3 clusters Score -65531.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65534.027344 Penalty: 636.113342
	Iteration 28Q: 3 clusters Score -65534.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65534.269531 Penalty: 636.113342
	Iteration 29Q: 3 clusters Score -65534.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65534.941406 Penalty: 636.113342
	Iteration 30Q: 3 clusters Score -65534.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65535.777344 Penalty: 636.113342
	Iteration 31Q: 3 clusters Score -65535.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65537.523438 Penalty: 636.113342
	Iteration 32Q: 3 clusters Score -65537.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65538.570312 Penalty: 636.113342
	Iteration 33Q: 3 clusters Score -65538.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65538.742188 Penalty: 636.113342
	Iteration 34Q: 3 clusters Score -65538.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65538.742188 Penalty: 636.113342
	Iteration 35F: 3 clusters Score -65538.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Entering Unmasked Estep 
Score: -912418.875000 Penalty: 438.190613
	Iteration 0F: 2 clusters Score -912418.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -902211.062500 Penalty: 876.381226
	Iteration 0F: 3 clusters Score -902211.1 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -906461.312500 Penalty: 876.381226
	Iteration 1F: 3 clusters Score -906461.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -906754.250000 Penalty: 876.381226
	Iteration 2F: 3 clusters Score -906754.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -907105.687500 Penalty: 876.381226
	Iteration 3Q: 3 clusters Score -907105.7 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -907544.437500 Penalty: 876.381226
	Iteration 4F: 3 clusters Score -907544.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -908107.937500 Penalty: 876.381226
	Iteration 5F: 3 clusters Score -908107.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -908829.875000 Penalty: 876.381226
	Iteration 6F: 3 clusters Score -908829.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -909505.187500 Penalty: 876.381226
	Iteration 7F: 3 clusters Score -909505.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -909800.062500 Penalty: 876.381226
	Iteration 8Q: 3 clusters Score -909800.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -909899.125000 Penalty: 876.381226
	Iteration 9Q: 3 clusters Score -909899.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -909950.000000 Penalty: 876.381226
	Iteration 10Q: 3 clusters Score -909950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -909993.062500 Penalty: 876.381226
	Iteration 11Q: 3 clusters Score -909993.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -910033.000000 Penalty: 876.381226
	Iteration 12Q: 3 clusters Score -910033 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -910067.937500 Penalty: 876.381226
	Iteration 13Q: 3 clusters Score -910067.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -910106.812500 Penalty: 876.381226
	Iteration 14Q: 3 clusters Score -910106.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -910143.312500 Penalty: 876.381226
	Iteration 15Q: 3 clusters Score -910143.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -910182.250000 Penalty: 876.381226
	Iteration 16Q: 3 clusters Score -910182.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -910223.937500 Penalty: 876.381226
	Iteration 17Q: 3 clusters Score -910223.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -910275.312500 Penalty: 876.381226
	Iteration 18Q: 3 clusters Score -910275.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -910332.062500 Penalty: 876.381226
	Iteration 19Q: 3 clusters Score -910332.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -910393.875000 Penalty: 876.381226
	Iteration 20F: 3 clusters Score -910393.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -910452.750000 Penalty: 876.381226
	Iteration 21Q: 3 clusters Score -910452.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -910512.937500 Penalty: 876.381226
	Iteration 22Q: 3 clusters Score -910512.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -910588.687500 Penalty: 876.381226
	Iteration 23Q: 3 clusters Score -910588.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -910654.437500 Penalty: 876.381226
	Iteration 24Q: 3 clusters Score -910654.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -910722.875000 Penalty: 876.381226
	Iteration 25Q: 3 clusters Score -910722.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -910797.687500 Penalty: 876.381226
	Iteration 26Q: 3 clusters Score -910797.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -910865.625000 Penalty: 876.381226
	Iteration 27Q: 3 clusters Score -910865.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -910924.562500 Penalty: 876.381226
	Iteration 28Q: 3 clusters Score -910924.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -910981.500000 Penalty: 876.381226
	Iteration 29Q: 3 clusters Score -910981.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -911022.812500 Penalty: 876.381226
	Iteration 30Q: 3 clusters Score -911022.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -911057.375000 Penalty: 876.381226
	Iteration 31Q: 3 clusters Score -911057.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -911079.625000 Penalty: 876.381226
	Iteration 32Q: 3 clusters Score -911079.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -911103.312500 Penalty: 876.381226
	Iteration 33Q: 3 clusters Score -911103.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -911119.500000 Penalty: 876.381226
	Iteration 34Q: 3 clusters Score -911119.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -911137.250000 Penalty: 876.381226
	Iteration 35Q: 3 clusters Score -911137.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -911157.312500 Penalty: 876.381226
	Iteration 36Q: 3 clusters Score -911157.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -911168.750000 Penalty: 876.381226
	Iteration 37Q: 3 clusters Score -911168.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -911177.687500 Penalty: 876.381226
	Iteration 38Q: 3 clusters Score -911177.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -911188.562500 Penalty: 876.381226
	Iteration 39Q: 3 clusters Score -911188.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -911197.187500 Penalty: 876.381226
	Iteration 40F: 3 clusters Score -911197.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -911202.250000 Penalty: 876.381226
	Iteration 41Q: 3 clusters Score -911202.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -911209.500000 Penalty: 876.381226
	Iteration 42Q: 3 clusters Score -911209.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -911221.500000 Penalty: 876.381226
	Iteration 43Q: 3 clusters Score -911221.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -911227.812500 Penalty: 876.381226
	Iteration 44Q: 3 clusters Score -911227.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -911235.750000 Penalty: 876.381226
	Iteration 45Q: 3 clusters Score -911235.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -911248.875000 Penalty: 876.381226
	Iteration 46Q: 3 clusters Score -911248.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -911257.812500 Penalty: 876.381226
	Iteration 47Q: 3 clusters Score -911257.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -911266.500000 Penalty: 876.381226
	Iteration 48Q: 3 clusters Score -911266.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -911278.000000 Penalty: 876.381226
	Iteration 49Q: 3 clusters Score -911278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -911285.187500 Penalty: 876.381226
	Iteration 50Q: 3 clusters Score -911285.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -911296.000000 Penalty: 876.381226
	Iteration 51Q: 3 clusters Score -911296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -911311.625000 Penalty: 876.381226
	Iteration 52Q: 3 clusters Score -911311.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -911324.875000 Penalty: 876.381226
	Iteration 53Q: 3 clusters Score -911324.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -911346.125000 Penalty: 876.381226
	Iteration 54Q: 3 clusters Score -911346.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -911370.125000 Penalty: 876.381226
	Iteration 55Q: 3 clusters Score -911370.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -911390.437500 Penalty: 876.381226
	Iteration 56Q: 3 clusters Score -911390.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -911406.687500 Penalty: 876.381226
	Iteration 57Q: 3 clusters Score -911406.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -911425.062500 Penalty: 876.381226
	Iteration 58Q: 3 clusters Score -911425.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -911438.437500 Penalty: 876.381226
	Iteration 59Q: 3 clusters Score -911438.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -911458.625000 Penalty: 876.381226
	Iteration 60F: 3 clusters Score -911458.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -911474.937500 Penalty: 876.381226
	Iteration 61Q: 3 clusters Score -911474.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -911491.500000 Penalty: 876.381226
	Iteration 62Q: 3 clusters Score -911491.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -911502.250000 Penalty: 876.381226
	Iteration 63Q: 3 clusters Score -911502.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -911513.250000 Penalty: 876.381226
	Iteration 64Q: 3 clusters Score -911513.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -911525.937500 Penalty: 876.381226
	Iteration 65Q: 3 clusters Score -911525.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -911537.937500 Penalty: 876.381226
	Iteration 66Q: 3 clusters Score -911537.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -911546.687500 Penalty: 876.381226
	Iteration 67Q: 3 clusters Score -911546.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -911558.000000 Penalty: 876.381226
	Iteration 68Q: 3 clusters Score -911558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -911567.312500 Penalty: 876.381226
	Iteration 69Q: 3 clusters Score -911567.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -911571.250000 Penalty: 876.381226
	Iteration 70Q: 3 clusters Score -911571.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -911574.812500 Penalty: 876.381226
	Iteration 71Q: 3 clusters Score -911574.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -911578.812500 Penalty: 876.381226
	Iteration 72Q: 3 clusters Score -911578.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -911580.437500 Penalty: 876.381226
	Iteration 73Q: 3 clusters Score -911580.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -911582.625000 Penalty: 876.381226
	Iteration 74Q: 3 clusters Score -911582.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -911584.500000 Penalty: 876.381226
	Iteration 75Q: 3 clusters Score -911584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -911582.500000 Penalty: 876.381226
	Iteration 76Q: 3 clusters Score -911582.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -911585.375000 Penalty: 876.381226
	Iteration 77Q: 3 clusters Score -911585.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -911585.812500 Penalty: 876.381226
	Iteration 78Q: 3 clusters Score -911585.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -911587.062500 Penalty: 876.381226
	Iteration 79Q: 3 clusters Score -911587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -911587.625000 Penalty: 876.381226
	Iteration 80F: 3 clusters Score -911587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -911589.500000 Penalty: 876.381226
	Iteration 81Q: 3 clusters Score -911589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -911590.250000 Penalty: 876.381226
	Iteration 82Q: 3 clusters Score -911590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -911590.375000 Penalty: 876.381226
	Iteration 83Q: 3 clusters Score -911590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -911592.812500 Penalty: 876.381226
	Iteration 84Q: 3 clusters Score -911592.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -911595.375000 Penalty: 876.381226
	Iteration 85Q: 3 clusters Score -911595.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -911595.875000 Penalty: 876.381226
	Iteration 86Q: 3 clusters Score -911595.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -911602.125000 Penalty: 876.381226
	Iteration 87Q: 3 clusters Score -911602.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -911609.625000 Penalty: 876.381226
	Iteration 88Q: 3 clusters Score -911609.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -911618.875000 Penalty: 876.381226
	Iteration 89Q: 3 clusters Score -911618.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -911628.187500 Penalty: 876.381226
	Iteration 90Q: 3 clusters Score -911628.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -911638.187500 Penalty: 876.381226
	Iteration 91Q: 3 clusters Score -911638.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -911650.562500 Penalty: 876.381226
	Iteration 92Q: 3 clusters Score -911650.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -911660.500000 Penalty: 876.381226
	Iteration 93Q: 3 clusters Score -911660.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -911666.875000 Penalty: 876.381226
	Iteration 94Q: 3 clusters Score -911666.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -911678.375000 Penalty: 876.381226
	Iteration 95Q: 3 clusters Score -911678.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -911691.125000 Penalty: 876.381226
	Iteration 96Q: 3 clusters Score -911691.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -911703.625000 Penalty: 876.381226
	Iteration 97Q: 3 clusters Score -911703.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -911712.562500 Penalty: 876.381226
	Iteration 98Q: 3 clusters Score -911712.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -911721.375000 Penalty: 876.381226
	Iteration 99Q: 3 clusters Score -911721.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -911727.687500 Penalty: 876.381226
	Iteration 100F: 3 clusters Score -911727.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -911739.812500 Penalty: 876.381226
	Iteration 101Q: 3 clusters Score -911739.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -911747.937500 Penalty: 876.381226
	Iteration 102Q: 3 clusters Score -911747.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -911760.312500 Penalty: 876.381226
	Iteration 103Q: 3 clusters Score -911760.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -911784.750000 Penalty: 876.381226
	Iteration 104Q: 3 clusters Score -911784.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -911805.187500 Penalty: 876.381226
	Iteration 105Q: 3 clusters Score -911805.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -911828.125000 Penalty: 876.381226
	Iteration 106Q: 3 clusters Score -911828.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -911849.562500 Penalty: 876.381226
	Iteration 107Q: 3 clusters Score -911849.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -911868.625000 Penalty: 876.381226
	Iteration 108Q: 3 clusters Score -911868.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -911882.187500 Penalty: 876.381226
	Iteration 109Q: 3 clusters Score -911882.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -911892.375000 Penalty: 876.381226
	Iteration 110Q: 3 clusters Score -911892.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -911900.937500 Penalty: 876.381226
	Iteration 111Q: 3 clusters Score -911900.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -911907.875000 Penalty: 876.381226
	Iteration 112Q: 3 clusters Score -911907.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -911915.562500 Penalty: 876.381226
	Iteration 113Q: 3 clusters Score -911915.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -911919.875000 Penalty: 876.381226
	Iteration 114Q: 3 clusters Score -911919.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -911926.812500 Penalty: 876.381226
	Iteration 115Q: 3 clusters Score -911926.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -911931.187500 Penalty: 876.381226
	Iteration 116Q: 3 clusters Score -911931.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -911937.562500 Penalty: 876.381226
	Iteration 117Q: 3 clusters Score -911937.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -911942.937500 Penalty: 876.381226
	Iteration 118Q: 3 clusters Score -911942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -911945.187500 Penalty: 876.381226
	Iteration 119Q: 3 clusters Score -911945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -911947.562500 Penalty: 876.381226
	Iteration 120F: 3 clusters Score -911947.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -911952.187500 Penalty: 876.381226
	Iteration 121Q: 3 clusters Score -911952.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -911956.625000 Penalty: 876.381226
	Iteration 122Q: 3 clusters Score -911956.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -911961.937500 Penalty: 876.381226
	Iteration 123Q: 3 clusters Score -911961.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -911966.437500 Penalty: 876.381226
	Iteration 124Q: 3 clusters Score -911966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -911968.500000 Penalty: 876.381226
	Iteration 125Q: 3 clusters Score -911968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -911975.312500 Penalty: 876.381226
	Iteration 126Q: 3 clusters Score -911975.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -911983.312500 Penalty: 876.381226
	Iteration 127Q: 3 clusters Score -911983.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -911988.125000 Penalty: 876.381226
	Iteration 128Q: 3 clusters Score -911988.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -911991.937500 Penalty: 876.381226
	Iteration 129Q: 3 clusters Score -911991.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -911998.562500 Penalty: 876.381226
	Iteration 130Q: 3 clusters Score -911998.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -912004.875000 Penalty: 876.381226
	Iteration 131Q: 3 clusters Score -912004.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -912011.187500 Penalty: 876.381226
	Iteration 132Q: 3 clusters Score -912011.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -912015.375000 Penalty: 876.381226
	Iteration 133Q: 3 clusters Score -912015.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -912021.750000 Penalty: 876.381226
	Iteration 134Q: 3 clusters Score -912021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -912023.937500 Penalty: 876.381226
	Iteration 135Q: 3 clusters Score -912023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -912026.750000 Penalty: 876.381226
	Iteration 136Q: 3 clusters Score -912026.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -912030.250000 Penalty: 876.381226
	Iteration 137Q: 3 clusters Score -912030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -912032.250000 Penalty: 876.381226
	Iteration 138Q: 3 clusters Score -912032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -912035.437500 Penalty: 876.381226
	Iteration 139Q: 3 clusters Score -912035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -912036.250000 Penalty: 876.381226
	Iteration 140F: 3 clusters Score -912036.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -912040.250000 Penalty: 876.381226
	Iteration 141Q: 3 clusters Score -912040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -912040.187500 Penalty: 876.381226
	Iteration 142Q: 3 clusters Score -912040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -912044.875000 Penalty: 876.381226
	Iteration 143Q: 3 clusters Score -912044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -912046.187500 Penalty: 876.381226
	Iteration 144Q: 3 clusters Score -912046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -912048.625000 Penalty: 876.381226
	Iteration 145Q: 3 clusters Score -912048.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -912050.875000 Penalty: 876.381226
	Iteration 146Q: 3 clusters Score -912050.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -912057.125000 Penalty: 876.381226
	Iteration 147Q: 3 clusters Score -912057.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -912057.875000 Penalty: 876.381226
	Iteration 148Q: 3 clusters Score -912057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -912060.125000 Penalty: 876.381226
	Iteration 149Q: 3 clusters Score -912060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -912064.250000 Penalty: 876.381226
	Iteration 150Q: 3 clusters Score -912064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -912062.312500 Penalty: 876.381226
	Iteration 151Q: 3 clusters Score -912062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -912063.375000 Penalty: 876.381226
	Iteration 152Q: 3 clusters Score -912063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -912066.750000 Penalty: 876.381226
	Iteration 153Q: 3 clusters Score -912066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -912067.000000 Penalty: 876.381226
	Iteration 154Q: 3 clusters Score -912067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -912068.687500 Penalty: 876.381226
	Iteration 155Q: 3 clusters Score -912068.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -912069.312500 Penalty: 876.381226
	Iteration 156Q: 3 clusters Score -912069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -912070.750000 Penalty: 876.381226
	Iteration 157Q: 3 clusters Score -912070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -912072.250000 Penalty: 876.381226
	Iteration 158Q: 3 clusters Score -912072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -912075.000000 Penalty: 876.381226
	Iteration 159Q: 3 clusters Score -912075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -912075.062500 Penalty: 876.381226
	Iteration 160F: 3 clusters Score -912075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -912075.187500 Penalty: 876.381226
	Iteration 161Q: 3 clusters Score -912075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -912075.562500 Penalty: 876.381226
	Iteration 162Q: 3 clusters Score -912075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -912077.000000 Penalty: 876.381226
	Iteration 163Q: 3 clusters Score -912077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -912076.625000 Penalty: 876.381226
	Iteration 164Q: 3 clusters Score -912076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -912076.625000 Penalty: 876.381226
	Iteration 165F: 3 clusters Score -912076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -64955.554688 Penalty: 320.184753
	Iteration 0F: 2 clusters Score -64955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64069.234375 Penalty: 640.369507
	Iteration 0F: 3 clusters Score -64069.23 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64348.179688 Penalty: 640.369507
	Iteration 1F: 3 clusters Score -64348.18 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -64411.046875 Penalty: 640.369507
	Iteration 2F: 3 clusters Score -64411.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64468.003906 Penalty: 640.369507
	Iteration 3F: 3 clusters Score -64468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -64506.242188 Penalty: 640.369507
	Iteration 4Q: 3 clusters Score -64506.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -64538.562500 Penalty: 640.369507
	Iteration 5Q: 3 clusters Score -64538.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -64558.386719 Penalty: 640.369507
	Iteration 6Q: 3 clusters Score -64558.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64575.343750 Penalty: 640.369507
	Iteration 7Q: 3 clusters Score -64575.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -64588.710938 Penalty: 640.369507
	Iteration 8Q: 3 clusters Score -64588.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64602.671875 Penalty: 640.369507
	Iteration 9Q: 3 clusters Score -64602.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64618.316406 Penalty: 640.369507
	Iteration 10Q: 3 clusters Score -64618.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64630.941406 Penalty: 640.369507
	Iteration 11Q: 3 clusters Score -64630.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -64644.136719 Penalty: 640.369507
	Iteration 12Q: 3 clusters Score -64644.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64659.468750 Penalty: 640.369507
	Iteration 13Q: 3 clusters Score -64659.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -64669.039062 Penalty: 640.369507
	Iteration 14Q: 3 clusters Score -64669.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -64680.027344 Penalty: 640.369507
	Iteration 15Q: 3 clusters Score -64680.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64691.781250 Penalty: 640.369507
	Iteration 16Q: 3 clusters Score -64691.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -64709.359375 Penalty: 640.369507
	Iteration 17Q: 3 clusters Score -64709.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64720.207031 Penalty: 640.369507
	Iteration 18Q: 3 clusters Score -64720.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -64725.035156 Penalty: 640.369507
	Iteration 19Q: 3 clusters Score -64725.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -64731.109375 Penalty: 640.369507
	Iteration 20F: 3 clusters Score -64731.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -64732.468750 Penalty: 640.369507
	Iteration 21Q: 3 clusters Score -64732.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -64733.171875 Penalty: 640.369507
	Iteration 22Q: 3 clusters Score -64733.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -64733.171875 Penalty: 640.369507
	Iteration 23F: 3 clusters Score -64733.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10018.908203 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10018.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9762.829102 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9762.829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9831.668945 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9831.669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9847.922852 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9847.923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9874.922852 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -9874.923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9913.640625 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9913.641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9944.078125 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -9944.078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9983.787109 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -9983.787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9990.677734 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -9990.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9991.703125 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -9991.703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9996.610352 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -9996.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9997.016602 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -9997.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9997.016602 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -9997.017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18553.595703 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18553.6 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 162 members 
Entering Unmasked Estep 
Score: -18182.099609 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18182.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18289.904297 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18289.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18325.826172 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18325.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18332.302734 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -18332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18337.876953 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18337.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18343.990234 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -18343.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18346.277344 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -18346.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18348.056641 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -18348.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18348.320312 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -18348.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18348.320312 Penalty: 521.439087
	Iteration 9F: 3 clusters Score -18348.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -11262.764648 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -11262.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10967.928711 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -10967.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11026.952148 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -11026.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11076.880859 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -11076.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11104.542969 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -11104.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11120.981445 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -11120.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11131.218750 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -11131.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11141.059570 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -11141.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11149.170898 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -11149.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11149.170898 Penalty: 478.432068
	Iteration 8F: 3 clusters Score -11149.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27701.552734 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27701.55 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27833.070312 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27833.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27855.835938 Penalty: 556.345093
	Iteration 2Q: 3 clusters Score -27855.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27888.185547 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -27888.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27901.968750 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27901.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27910.832031 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27910.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27916.777344 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27916.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27922.808594 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27922.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27925.458984 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -27925.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27925.800781 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -27925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27926.363281 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -27926.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27927.472656 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -27927.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27930.675781 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -27930.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27932.332031 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -27932.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27933.144531 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -27933.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27933.583984 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -27933.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27940.091797 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -27940.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27951.777344 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -27951.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27964.507812 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -27964.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27981.050781 Penalty: 556.345093
	Iteration 19Q: 3 clusters Score -27981.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28002.738281 Penalty: 556.345093
	Iteration 20F: 3 clusters Score -28002.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28028.994141 Penalty: 556.345093
	Iteration 21Q: 3 clusters Score -28028.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28051.197266 Penalty: 556.345093
	Iteration 22Q: 3 clusters Score -28051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28059.968750 Penalty: 556.345093
	Iteration 23Q: 3 clusters Score -28059.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28066.503906 Penalty: 556.345093
	Iteration 24Q: 3 clusters Score -28066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28073.822266 Penalty: 556.345093
	Iteration 25Q: 3 clusters Score -28073.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28077.283203 Penalty: 556.345093
	Iteration 26Q: 3 clusters Score -28077.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28077.976562 Penalty: 556.345093
	Iteration 27Q: 3 clusters Score -28077.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28081.978516 Penalty: 556.345093
	Iteration 28Q: 3 clusters Score -28081.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28088.171875 Penalty: 556.345093
	Iteration 29Q: 3 clusters Score -28088.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28090.607422 Penalty: 556.345093
	Iteration 30Q: 3 clusters Score -28090.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28093.902344 Penalty: 556.345093
	Iteration 31Q: 3 clusters Score -28093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28098.447266 Penalty: 556.345093
	Iteration 32Q: 3 clusters Score -28098.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28100.359375 Penalty: 556.345093
	Iteration 33Q: 3 clusters Score -28100.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28100.359375 Penalty: 556.345093
	Iteration 34F: 3 clusters Score -28100.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Entering Unmasked Estep 
Score: -776993.187500 Penalty: 430.642578
	Iteration 0F: 2 clusters Score -776993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -768350.812500 Penalty: 861.285156
	Iteration 0F: 3 clusters Score -768350.8 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -771771.750000 Penalty: 861.285156
	Iteration 1F: 3 clusters Score -771771.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -772110.375000 Penalty: 861.285156
	Iteration 2F: 3 clusters Score -772110.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -772534.625000 Penalty: 861.285156
	Iteration 3F: 3 clusters Score -772534.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -773088.750000 Penalty: 861.285156
	Iteration 4F: 3 clusters Score -773088.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -773880.625000 Penalty: 861.285156
	Iteration 5F: 3 clusters Score -773880.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -774724.687500 Penalty: 861.285156
	Iteration 6F: 3 clusters Score -774724.7 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -775416.312500 Penalty: 861.285156
	Iteration 7F: 3 clusters Score -775416.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -775933.625000 Penalty: 861.285156
	Iteration 8Q: 3 clusters Score -775933.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -776250.750000 Penalty: 861.285156
	Iteration 9Q: 3 clusters Score -776250.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -776434.500000 Penalty: 861.285156
	Iteration 10Q: 3 clusters Score -776434.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -776516.125000 Penalty: 861.285156
	Iteration 11Q: 3 clusters Score -776516.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -776564.375000 Penalty: 861.285156
	Iteration 12Q: 3 clusters Score -776564.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -776593.562500 Penalty: 861.285156
	Iteration 13Q: 3 clusters Score -776593.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -776616.750000 Penalty: 861.285156
	Iteration 14Q: 3 clusters Score -776616.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -776633.625000 Penalty: 861.285156
	Iteration 15Q: 3 clusters Score -776633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -776642.625000 Penalty: 861.285156
	Iteration 16Q: 3 clusters Score -776642.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -776650.937500 Penalty: 861.285156
	Iteration 17Q: 3 clusters Score -776650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -776654.625000 Penalty: 861.285156
	Iteration 18Q: 3 clusters Score -776654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -776658.125000 Penalty: 861.285156
	Iteration 19Q: 3 clusters Score -776658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -776663.500000 Penalty: 861.285156
	Iteration 20F: 3 clusters Score -776663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -776667.812500 Penalty: 861.285156
	Iteration 21Q: 3 clusters Score -776667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -776669.625000 Penalty: 861.285156
	Iteration 22Q: 3 clusters Score -776669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -776670.500000 Penalty: 861.285156
	Iteration 23Q: 3 clusters Score -776670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -776670.437500 Penalty: 861.285156
	Iteration 24Q: 3 clusters Score -776670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -776670.437500 Penalty: 861.285156
	Iteration 25F: 3 clusters Score -776670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -136630.453125 Penalty: 358.075165
	Iteration 0F: 2 clusters Score -136630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -134732.546875 Penalty: 716.150330
	Iteration 0F: 3 clusters Score -134732.5 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -135469.781250 Penalty: 716.150330
	Iteration 1F: 3 clusters Score -135469.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -135630.125000 Penalty: 716.150330
	Iteration 2F: 3 clusters Score -135630.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -135796.406250 Penalty: 716.150330
	Iteration 3F: 3 clusters Score -135796.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -135964.593750 Penalty: 716.150330
	Iteration 4F: 3 clusters Score -135964.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -136078.500000 Penalty: 716.150330
	Iteration 5F: 3 clusters Score -136078.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -136152.718750 Penalty: 716.150330
	Iteration 6Q: 3 clusters Score -136152.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -136202.109375 Penalty: 716.150330
	Iteration 7Q: 3 clusters Score -136202.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -136232.906250 Penalty: 716.150330
	Iteration 8Q: 3 clusters Score -136232.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -136250.078125 Penalty: 716.150330
	Iteration 9Q: 3 clusters Score -136250.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -136268.796875 Penalty: 716.150330
	Iteration 10Q: 3 clusters Score -136268.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -136280.343750 Penalty: 716.150330
	Iteration 11Q: 3 clusters Score -136280.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -136287.968750 Penalty: 716.150330
	Iteration 12Q: 3 clusters Score -136288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -136291.437500 Penalty: 716.150330
	Iteration 13Q: 3 clusters Score -136291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -136293.140625 Penalty: 716.150330
	Iteration 14Q: 3 clusters Score -136293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -136296.125000 Penalty: 716.150330
	Iteration 15Q: 3 clusters Score -136296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136300.484375 Penalty: 716.150330
	Iteration 16Q: 3 clusters Score -136300.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -136303.015625 Penalty: 716.150330
	Iteration 17Q: 3 clusters Score -136303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -136304.484375 Penalty: 716.150330
	Iteration 18Q: 3 clusters Score -136304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -136304.812500 Penalty: 716.150330
	Iteration 19Q: 3 clusters Score -136304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136305.078125 Penalty: 716.150330
	Iteration 20F: 3 clusters Score -136305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136305.406250 Penalty: 716.150330
	Iteration 21Q: 3 clusters Score -136305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -136305.890625 Penalty: 716.150330
	Iteration 22Q: 3 clusters Score -136305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136306.078125 Penalty: 716.150330
	Iteration 23Q: 3 clusters Score -136306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136306.078125 Penalty: 716.150330
	Iteration 24F: 3 clusters Score -136306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10558.410156 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10558.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10284.625000 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10284.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10357.038086 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10357.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10392.997070 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10415.399414 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -10415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10424.891602 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10424.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10464.549805 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10464.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10506.603516 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10523.312500 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10523.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10528.266602 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10528.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10542.450195 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -10542.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10543.561523 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -10543.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10543.561523 Penalty: 483.052338
	Iteration 11F: 3 clusters Score -10543.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -40276.890625 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -40276.89 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 320 members 
Entering Unmasked Estep 
Score: -39658.058594 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -39658.06 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39925.136719 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -39925.14 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40022.347656 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40022.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40066.640625 Penalty: 598.458740
	Iteration 3Q: 3 clusters Score -40066.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40077.144531 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -40077.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40080.789062 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40080.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40085.089844 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -40085.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40085.183594 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -40085.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40085.812500 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -40085.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40088.343750 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -40088.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40089.992188 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40089.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40090.640625 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40090.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40091.562500 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -40091.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40091.773438 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -40091.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40092.648438 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -40092.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40093.203125 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -40093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40093.203125 Penalty: 598.458740
	Iteration 16F: 3 clusters Score -40093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -8179.599609 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -8179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7870.068359 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -7870.068 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7977.535645 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -7977.536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8008.843262 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -8008.843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8026.824707 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -8026.825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8042.754883 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -8042.755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8057.831543 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -8057.832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8065.365723 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -8065.366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8066.171875 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -8066.172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8066.171875 Penalty: 504.965912
	Iteration 8F: 3 clusters Score -8066.172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Entering Unmasked Estep 
Score: -891004.937500 Penalty: 436.519409
	Iteration 0F: 2 clusters Score -891004.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -881217.937500 Penalty: 873.038818
	Iteration 0F: 3 clusters Score -881217.9 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -885401.875000 Penalty: 873.038818
	Iteration 1F: 3 clusters Score -885401.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -885889.312500 Penalty: 873.038818
	Iteration 2F: 3 clusters Score -885889.3 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -886518.375000 Penalty: 873.038818
	Iteration 3F: 3 clusters Score -886518.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -887212.812500 Penalty: 873.038818
	Iteration 4F: 3 clusters Score -887212.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -887880.437500 Penalty: 873.038818
	Iteration 5F: 3 clusters Score -887880.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -888373.000000 Penalty: 873.038818
	Iteration 6F: 3 clusters Score -888373 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -888657.375000 Penalty: 873.038818
	Iteration 7Q: 3 clusters Score -888657.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -888804.500000 Penalty: 873.038818
	Iteration 8Q: 3 clusters Score -888804.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -888894.062500 Penalty: 873.038818
	Iteration 9Q: 3 clusters Score -888894.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -888975.250000 Penalty: 873.038818
	Iteration 10Q: 3 clusters Score -888975.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -889064.937500 Penalty: 873.038818
	Iteration 11Q: 3 clusters Score -889064.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -889144.875000 Penalty: 873.038818
	Iteration 12Q: 3 clusters Score -889144.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -889216.500000 Penalty: 873.038818
	Iteration 13Q: 3 clusters Score -889216.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -889278.000000 Penalty: 873.038818
	Iteration 14Q: 3 clusters Score -889278 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -889342.312500 Penalty: 873.038818
	Iteration 15Q: 3 clusters Score -889342.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -889413.062500 Penalty: 873.038818
	Iteration 16Q: 3 clusters Score -889413.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -889471.562500 Penalty: 873.038818
	Iteration 17Q: 3 clusters Score -889471.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -889540.750000 Penalty: 873.038818
	Iteration 18Q: 3 clusters Score -889540.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -889606.187500 Penalty: 873.038818
	Iteration 19Q: 3 clusters Score -889606.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -889671.687500 Penalty: 873.038818
	Iteration 20F: 3 clusters Score -889671.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -889746.812500 Penalty: 873.038818
	Iteration 21Q: 3 clusters Score -889746.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -889823.437500 Penalty: 873.038818
	Iteration 22Q: 3 clusters Score -889823.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -889900.500000 Penalty: 873.038818
	Iteration 23Q: 3 clusters Score -889900.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -889987.125000 Penalty: 873.038818
	Iteration 24Q: 3 clusters Score -889987.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -890079.375000 Penalty: 873.038818
	Iteration 25Q: 3 clusters Score -890079.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -890161.250000 Penalty: 873.038818
	Iteration 26Q: 3 clusters Score -890161.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -890254.875000 Penalty: 873.038818
	Iteration 27Q: 3 clusters Score -890254.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -890365.812500 Penalty: 873.038818
	Iteration 28Q: 3 clusters Score -890365.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -890483.312500 Penalty: 873.038818
	Iteration 29Q: 3 clusters Score -890483.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -890587.375000 Penalty: 873.038818
	Iteration 30Q: 3 clusters Score -890587.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -890690.000000 Penalty: 873.038818
	Iteration 31Q: 3 clusters Score -890690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -890753.125000 Penalty: 873.038818
	Iteration 32Q: 3 clusters Score -890753.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -890795.000000 Penalty: 873.038818
	Iteration 33Q: 3 clusters Score -890795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -890814.437500 Penalty: 873.038818
	Iteration 34Q: 3 clusters Score -890814.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -890826.437500 Penalty: 873.038818
	Iteration 35Q: 3 clusters Score -890826.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -890835.125000 Penalty: 873.038818
	Iteration 36Q: 3 clusters Score -890835.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -890843.937500 Penalty: 873.038818
	Iteration 37Q: 3 clusters Score -890843.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -890854.437500 Penalty: 873.038818
	Iteration 38Q: 3 clusters Score -890854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -890860.437500 Penalty: 873.038818
	Iteration 39Q: 3 clusters Score -890860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -890866.187500 Penalty: 873.038818
	Iteration 40F: 3 clusters Score -890866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -890868.750000 Penalty: 873.038818
	Iteration 41Q: 3 clusters Score -890868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -890870.562500 Penalty: 873.038818
	Iteration 42Q: 3 clusters Score -890870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -890872.375000 Penalty: 873.038818
	Iteration 43Q: 3 clusters Score -890872.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -890877.437500 Penalty: 873.038818
	Iteration 44Q: 3 clusters Score -890877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -890878.625000 Penalty: 873.038818
	Iteration 45Q: 3 clusters Score -890878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -890879.687500 Penalty: 873.038818
	Iteration 46Q: 3 clusters Score -890879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -890881.375000 Penalty: 873.038818
	Iteration 47Q: 3 clusters Score -890881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -890882.312500 Penalty: 873.038818
	Iteration 48Q: 3 clusters Score -890882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -890882.062500 Penalty: 873.038818
	Iteration 49Q: 3 clusters Score -890882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -890882.062500 Penalty: 873.038818
	Iteration 50F: 3 clusters Score -890882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -185619.812500 Penalty: 365.781677
	Iteration 0F: 2 clusters Score -185619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -183475.375000 Penalty: 731.563354
	Iteration 0F: 3 clusters Score -183475.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -184236.265625 Penalty: 731.563354
	Iteration 1F: 3 clusters Score -184236.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -184386.609375 Penalty: 731.563354
	Iteration 2F: 3 clusters Score -184386.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -184556.906250 Penalty: 731.563354
	Iteration 3F: 3 clusters Score -184556.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184779.796875 Penalty: 731.563354
	Iteration 4F: 3 clusters Score -184779.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -184997.906250 Penalty: 731.563354
	Iteration 5F: 3 clusters Score -184997.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -185142.015625 Penalty: 731.563354
	Iteration 6Q: 3 clusters Score -185142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -185226.109375 Penalty: 731.563354
	Iteration 7Q: 3 clusters Score -185226.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -185266.921875 Penalty: 731.563354
	Iteration 8Q: 3 clusters Score -185266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -185280.671875 Penalty: 731.563354
	Iteration 9Q: 3 clusters Score -185280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -185285.609375 Penalty: 731.563354
	Iteration 10Q: 3 clusters Score -185285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -185287.671875 Penalty: 731.563354
	Iteration 11Q: 3 clusters Score -185287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -185293.531250 Penalty: 731.563354
	Iteration 12Q: 3 clusters Score -185293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -185294.609375 Penalty: 731.563354
	Iteration 13Q: 3 clusters Score -185294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -185294.765625 Penalty: 731.563354
	Iteration 14Q: 3 clusters Score -185294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -185294.765625 Penalty: 731.563354
	Iteration 15F: 3 clusters Score -185294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -5116.927734 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -5116.928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4879.309082 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -4879.309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4949.982910 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -4949.983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4992.543457 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -4992.543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5018.532715 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -5018.533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5038.834473 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -5038.834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5061.555176 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -5061.555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5067.711914 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -5067.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5067.711914 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -5067.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9490.573242 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9490.573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9243.417969 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -9243.418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9323.009766 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -9323.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9334.814453 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -9334.814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9357.929688 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -9357.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9365.028320 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -9365.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9365.950195 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -9365.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9365.950195 Penalty: 476.516235
	Iteration 6F: 3 clusters Score -9365.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16471.683594 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16471.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16592.125000 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16592.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16627.507812 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16627.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16654.666016 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16654.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16683.621094 Penalty: 511.456482
	Iteration 4F: 3 clusters Score -16683.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16713.490234 Penalty: 511.456482
	Iteration 5F: 3 clusters Score -16713.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16744.593750 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16744.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16755.335938 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16755.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16769.777344 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16769.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16773.750000 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16773.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16774.884766 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16774.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16775.496094 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -16775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16775.496094 Penalty: 511.456482
	Iteration 12F: 3 clusters Score -16775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -18063.660156 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -18063.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17723.457031 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -17723.46 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17824.064453 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -17824.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17852.794922 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -17852.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17900.943359 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -17900.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17941.376953 Penalty: 518.740356
	Iteration 4F: 3 clusters Score -17941.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17956.220703 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -17956.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17964.853516 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -17964.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17972.568359 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -17972.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17983.798828 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -17983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17990.064453 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -17990.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18007.626953 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -18007.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18013.750000 Penalty: 518.740356
	Iteration 11Q: 3 clusters Score -18013.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18013.750000 Penalty: 518.740356
	Iteration 12F: 3 clusters Score -18013.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5009.017578 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5009.018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5050.432617 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5050.433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5055.214844 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5055.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5058.067871 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5058.068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5058.067871 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -5058.068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -356962.156250 Penalty: 396.295685
	Iteration 0F: 2 clusters Score -356962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -352904.562500 Penalty: 792.591370
	Iteration 0F: 3 clusters Score -352904.6 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -354508.875000 Penalty: 792.591370
	Iteration 1F: 3 clusters Score -354508.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -354753.781250 Penalty: 792.591370
	Iteration 2F: 3 clusters Score -354753.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -355017.000000 Penalty: 792.591370
	Iteration 3F: 3 clusters Score -355017 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -355284.937500 Penalty: 792.591370
	Iteration 4F: 3 clusters Score -355284.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -355508.031250 Penalty: 792.591370
	Iteration 5F: 3 clusters Score -355508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -355656.843750 Penalty: 792.591370
	Iteration 6F: 3 clusters Score -355656.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -355715.781250 Penalty: 792.591370
	Iteration 7Q: 3 clusters Score -355715.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -355748.781250 Penalty: 792.591370
	Iteration 8Q: 3 clusters Score -355748.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -355761.906250 Penalty: 792.591370
	Iteration 9Q: 3 clusters Score -355761.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -355770.906250 Penalty: 792.591370
	Iteration 10Q: 3 clusters Score -355770.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -355776.218750 Penalty: 792.591370
	Iteration 11Q: 3 clusters Score -355776.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -355780.062500 Penalty: 792.591370
	Iteration 12Q: 3 clusters Score -355780.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -355786.593750 Penalty: 792.591370
	Iteration 13Q: 3 clusters Score -355786.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -355791.437500 Penalty: 792.591370
	Iteration 14Q: 3 clusters Score -355791.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -355798.156250 Penalty: 792.591370
	Iteration 15Q: 3 clusters Score -355798.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -355807.250000 Penalty: 792.591370
	Iteration 16Q: 3 clusters Score -355807.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -355815.093750 Penalty: 792.591370
	Iteration 17Q: 3 clusters Score -355815.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -355822.375000 Penalty: 792.591370
	Iteration 18Q: 3 clusters Score -355822.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -355830.500000 Penalty: 792.591370
	Iteration 19Q: 3 clusters Score -355830.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -355837.062500 Penalty: 792.591370
	Iteration 20F: 3 clusters Score -355837.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -355844.156250 Penalty: 792.591370
	Iteration 21Q: 3 clusters Score -355844.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -355851.875000 Penalty: 792.591370
	Iteration 22Q: 3 clusters Score -355851.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -355859.625000 Penalty: 792.591370
	Iteration 23Q: 3 clusters Score -355859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -355869.406250 Penalty: 792.591370
	Iteration 24Q: 3 clusters Score -355869.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -355881.781250 Penalty: 792.591370
	Iteration 25Q: 3 clusters Score -355881.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -355898.093750 Penalty: 792.591370
	Iteration 26Q: 3 clusters Score -355898.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -355923.062500 Penalty: 792.591370
	Iteration 27Q: 3 clusters Score -355923.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -355947.093750 Penalty: 792.591370
	Iteration 28Q: 3 clusters Score -355947.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -355972.906250 Penalty: 792.591370
	Iteration 29Q: 3 clusters Score -355972.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -356004.343750 Penalty: 792.591370
	Iteration 30Q: 3 clusters Score -356004.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -356048.250000 Penalty: 792.591370
	Iteration 31Q: 3 clusters Score -356048.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -356102.500000 Penalty: 792.591370
	Iteration 32Q: 3 clusters Score -356102.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -356176.187500 Penalty: 792.591370
	Iteration 33Q: 3 clusters Score -356176.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -356246.593750 Penalty: 792.591370
	Iteration 34Q: 3 clusters Score -356246.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -356306.843750 Penalty: 792.591370
	Iteration 35Q: 3 clusters Score -356306.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -356365.906250 Penalty: 792.591370
	Iteration 36Q: 3 clusters Score -356365.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -356407.500000 Penalty: 792.591370
	Iteration 37Q: 3 clusters Score -356407.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -356434.906250 Penalty: 792.591370
	Iteration 38Q: 3 clusters Score -356434.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -356457.562500 Penalty: 792.591370
	Iteration 39Q: 3 clusters Score -356457.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -356475.187500 Penalty: 792.591370
	Iteration 40F: 3 clusters Score -356475.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -356492.093750 Penalty: 792.591370
	Iteration 41Q: 3 clusters Score -356492.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -356504.125000 Penalty: 792.591370
	Iteration 42Q: 3 clusters Score -356504.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -356513.031250 Penalty: 792.591370
	Iteration 43Q: 3 clusters Score -356513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -356523.687500 Penalty: 792.591370
	Iteration 44Q: 3 clusters Score -356523.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -356532.593750 Penalty: 792.591370
	Iteration 45Q: 3 clusters Score -356532.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -356537.781250 Penalty: 792.591370
	Iteration 46Q: 3 clusters Score -356537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -356546.375000 Penalty: 792.591370
	Iteration 47Q: 3 clusters Score -356546.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -356551.875000 Penalty: 792.591370
	Iteration 48Q: 3 clusters Score -356551.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -356557.250000 Penalty: 792.591370
	Iteration 49Q: 3 clusters Score -356557.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -356561.250000 Penalty: 792.591370
	Iteration 50Q: 3 clusters Score -356561.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -356570.343750 Penalty: 792.591370
	Iteration 51Q: 3 clusters Score -356570.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -356575.718750 Penalty: 792.591370
	Iteration 52Q: 3 clusters Score -356575.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -356582.468750 Penalty: 792.591370
	Iteration 53Q: 3 clusters Score -356582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -356586.750000 Penalty: 792.591370
	Iteration 54Q: 3 clusters Score -356586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -356589.781250 Penalty: 792.591370
	Iteration 55Q: 3 clusters Score -356589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -356592.906250 Penalty: 792.591370
	Iteration 56Q: 3 clusters Score -356592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -356597.531250 Penalty: 792.591370
	Iteration 57Q: 3 clusters Score -356597.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -356603.500000 Penalty: 792.591370
	Iteration 58Q: 3 clusters Score -356603.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -356611.437500 Penalty: 792.591370
	Iteration 59Q: 3 clusters Score -356611.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -356620.250000 Penalty: 792.591370
	Iteration 60F: 3 clusters Score -356620.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -356629.406250 Penalty: 792.591370
	Iteration 61Q: 3 clusters Score -356629.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -356633.531250 Penalty: 792.591370
	Iteration 62Q: 3 clusters Score -356633.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -356639.562500 Penalty: 792.591370
	Iteration 63Q: 3 clusters Score -356639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -356644.781250 Penalty: 792.591370
	Iteration 64Q: 3 clusters Score -356644.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -356649.781250 Penalty: 792.591370
	Iteration 65Q: 3 clusters Score -356649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -356652.531250 Penalty: 792.591370
	Iteration 66Q: 3 clusters Score -356652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -356655.656250 Penalty: 792.591370
	Iteration 67Q: 3 clusters Score -356655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -356658.750000 Penalty: 792.591370
	Iteration 68Q: 3 clusters Score -356658.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -356664.250000 Penalty: 792.591370
	Iteration 69Q: 3 clusters Score -356664.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -356670.406250 Penalty: 792.591370
	Iteration 70Q: 3 clusters Score -356670.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -356674.968750 Penalty: 792.591370
	Iteration 71Q: 3 clusters Score -356675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -356676.750000 Penalty: 792.591370
	Iteration 72Q: 3 clusters Score -356676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -356678.156250 Penalty: 792.591370
	Iteration 73Q: 3 clusters Score -356678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -356680.312500 Penalty: 792.591370
	Iteration 74Q: 3 clusters Score -356680.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -356682.656250 Penalty: 792.591370
	Iteration 75Q: 3 clusters Score -356682.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -356686.093750 Penalty: 792.591370
	Iteration 76Q: 3 clusters Score -356686.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -356688.562500 Penalty: 792.591370
	Iteration 77Q: 3 clusters Score -356688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -356689.375000 Penalty: 792.591370
	Iteration 78Q: 3 clusters Score -356689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -356690.031250 Penalty: 792.591370
	Iteration 79Q: 3 clusters Score -356690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -356691.125000 Penalty: 792.591370
	Iteration 80F: 3 clusters Score -356691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -356692.375000 Penalty: 792.591370
	Iteration 81Q: 3 clusters Score -356692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -356694.812500 Penalty: 792.591370
	Iteration 82Q: 3 clusters Score -356694.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -356697.656250 Penalty: 792.591370
	Iteration 83Q: 3 clusters Score -356697.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -356701.656250 Penalty: 792.591370
	Iteration 84Q: 3 clusters Score -356701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -356705.000000 Penalty: 792.591370
	Iteration 85Q: 3 clusters Score -356705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -356708.656250 Penalty: 792.591370
	Iteration 86Q: 3 clusters Score -356708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -356713.906250 Penalty: 792.591370
	Iteration 87Q: 3 clusters Score -356713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -356717.250000 Penalty: 792.591370
	Iteration 88Q: 3 clusters Score -356717.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -356718.718750 Penalty: 792.591370
	Iteration 89Q: 3 clusters Score -356718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -356721.093750 Penalty: 792.591370
	Iteration 90Q: 3 clusters Score -356721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -356723.187500 Penalty: 792.591370
	Iteration 91Q: 3 clusters Score -356723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -356726.281250 Penalty: 792.591370
	Iteration 92Q: 3 clusters Score -356726.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -356735.062500 Penalty: 792.591370
	Iteration 93Q: 3 clusters Score -356735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -356741.437500 Penalty: 792.591370
	Iteration 94Q: 3 clusters Score -356741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -356746.906250 Penalty: 792.591370
	Iteration 95Q: 3 clusters Score -356746.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -356751.593750 Penalty: 792.591370
	Iteration 96Q: 3 clusters Score -356751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -356756.125000 Penalty: 792.591370
	Iteration 97Q: 3 clusters Score -356756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -356759.718750 Penalty: 792.591370
	Iteration 98Q: 3 clusters Score -356759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -356762.500000 Penalty: 792.591370
	Iteration 99Q: 3 clusters Score -356762.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -356766.093750 Penalty: 792.591370
	Iteration 100F: 3 clusters Score -356766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -356770.375000 Penalty: 792.591370
	Iteration 101Q: 3 clusters Score -356770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -356775.000000 Penalty: 792.591370
	Iteration 102Q: 3 clusters Score -356775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -356776.781250 Penalty: 792.591370
	Iteration 103Q: 3 clusters Score -356776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -356778.437500 Penalty: 792.591370
	Iteration 104Q: 3 clusters Score -356778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -356781.750000 Penalty: 792.591370
	Iteration 105Q: 3 clusters Score -356781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -356785.750000 Penalty: 792.591370
	Iteration 106Q: 3 clusters Score -356785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -356788.875000 Penalty: 792.591370
	Iteration 107Q: 3 clusters Score -356788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -356790.187500 Penalty: 792.591370
	Iteration 108Q: 3 clusters Score -356790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -356790.937500 Penalty: 792.591370
	Iteration 109Q: 3 clusters Score -356790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -356791.781250 Penalty: 792.591370
	Iteration 110Q: 3 clusters Score -356791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -356791.781250 Penalty: 792.591370
	Iteration 111F: 3 clusters Score -356791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 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 316 members 
Entering Unmasked Estep 
Score: -40285.378906 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40285.38 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40515.277344 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40515.28 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40610.531250 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40610.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40675.906250 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40675.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40713.593750 Penalty: 592.838867
	Iteration 4F: 3 clusters Score -40713.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40733.558594 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40733.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40760.902344 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40772.632812 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40772.63 nChanged 11
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: -40789.667969 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40789.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40793.332031 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40793.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40794.992188 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40794.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40796.777344 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40796.78 nChanged 4
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: -40800.039062 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -40800.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40801.804688 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -40801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40804.425781 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -40804.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40804.792969 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -40804.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40804.792969 Penalty: 592.838867
	Iteration 16F: 3 clusters Score -40804.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -4001.847412 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -4001.847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3824.529053 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3824.529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3880.614258 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3880.614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3942.458740 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3942.459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3957.583740 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -3957.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3964.500732 Penalty: 392.891418
	Iteration 4Q: 3 clusters Score -3964.501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3964.500732 Penalty: 392.891418
	Iteration 5F: 3 clusters Score -3964.501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -120311.765625 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -120311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -118854.796875 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -118854.8 nChanged 886
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: -119423.843750 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -119423.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119519.359375 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -119519.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119571.968750 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -119572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119621.179688 Penalty: 691.088684
	Iteration 4Q: 3 clusters Score -119621.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -119666.234375 Penalty: 691.088684
	Iteration 5Q: 3 clusters Score -119666.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -119706.804688 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -119706.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -119740.953125 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -119741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -119781.359375 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -119781.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -119814.203125 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -119814.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -119831.945312 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -119831.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -119843.554688 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -119843.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -119853.062500 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -119853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -119861.789062 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -119861.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -119875.101562 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -119875.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -119882.875000 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -119882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -119890.367188 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -119890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -119895.281250 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -119895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -119900.976562 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -119901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -119907.109375 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -119907.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -119911.789062 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -119911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -119917.593750 Penalty: 691.088684
	Iteration 21Q: 3 clusters Score -119917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -119923.835938 Penalty: 691.088684
	Iteration 22Q: 3 clusters Score -119923.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -119932.671875 Penalty: 691.088684
	Iteration 23Q: 3 clusters Score -119932.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -119942.523438 Penalty: 691.088684
	Iteration 24Q: 3 clusters Score -119942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -119952.804688 Penalty: 691.088684
	Iteration 25Q: 3 clusters Score -119952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -119966.515625 Penalty: 691.088684
	Iteration 26Q: 3 clusters Score -119966.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -119978.968750 Penalty: 691.088684
	Iteration 27Q: 3 clusters Score -119979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119989.265625 Penalty: 691.088684
	Iteration 28Q: 3 clusters Score -119989.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -120003.109375 Penalty: 691.088684
	Iteration 29Q: 3 clusters Score -120003.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -120017.179688 Penalty: 691.088684
	Iteration 30Q: 3 clusters Score -120017.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -120036.085938 Penalty: 691.088684
	Iteration 31Q: 3 clusters Score -120036.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -120060.843750 Penalty: 691.088684
	Iteration 32Q: 3 clusters Score -120060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -120082.578125 Penalty: 691.088684
	Iteration 33Q: 3 clusters Score -120082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -120103.835938 Penalty: 691.088684
	Iteration 34Q: 3 clusters Score -120103.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -120132.062500 Penalty: 691.088684
	Iteration 35Q: 3 clusters Score -120132.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -120155.296875 Penalty: 691.088684
	Iteration 36Q: 3 clusters Score -120155.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -120172.250000 Penalty: 691.088684
	Iteration 37Q: 3 clusters Score -120172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -120177.796875 Penalty: 691.088684
	Iteration 38Q: 3 clusters Score -120177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -120179.171875 Penalty: 691.088684
	Iteration 39Q: 3 clusters Score -120179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -120179.773438 Penalty: 691.088684
	Iteration 40F: 3 clusters Score -120179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -120179.734375 Penalty: 691.088684
	Iteration 41Q: 3 clusters Score -120179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -120179.734375 Penalty: 691.088684
	Iteration 42F: 3 clusters Score -120179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6007.985840 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6007.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5788.420898 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5788.421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5837.876953 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5837.877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5885.120605 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5885.121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5897.917969 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5897.918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5914.634277 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5914.634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5926.248047 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5926.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5940.242188 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -5940.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5940.242188 Penalty: 430.192291
	Iteration 7F: 3 clusters Score -5940.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -21517.878906 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -21517.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21138.287109 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -21138.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21260.394531 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -21260.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21318.322266 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -21318.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21376.943359 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -21376.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21408.617188 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -21408.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21423.708984 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -21423.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21428.570312 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -21428.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21432.845703 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -21432.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21433.576172 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -21433.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21434.166016 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -21434.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21434.166016 Penalty: 530.434082
	Iteration 10F: 3 clusters Score -21434.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6588.871094 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6588.871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6631.760254 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6631.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6643.231934 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -6643.232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6652.265137 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6652.265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6662.299805 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -6662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6666.314941 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -6666.315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6666.314941 Penalty: 434.900208
	Iteration 6F: 3 clusters Score -6666.315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45518.300781 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45518.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45779.750000 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45779.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45877.074219 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45877.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45929.363281 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -45929.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -45964.332031 Penalty: 602.426697
	Iteration 4F: 3 clusters Score -45964.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45997.261719 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -45997.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46022.667969 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -46022.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46035.687500 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -46035.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46045.667969 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -46045.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46050.597656 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46054.859375 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46054.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46057.414062 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46057.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46058.484375 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -46058.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46061.132812 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -46061.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46064.261719 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -46064.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46067.359375 Penalty: 602.426697
	Iteration 15Q: 3 clusters Score -46067.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46068.925781 Penalty: 602.426697
	Iteration 16Q: 3 clusters Score -46068.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46071.718750 Penalty: 602.426697
	Iteration 17Q: 3 clusters Score -46071.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -46072.617188 Penalty: 602.426697
	Iteration 18Q: 3 clusters Score -46072.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46072.910156 Penalty: 602.426697
	Iteration 19Q: 3 clusters Score -46072.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46072.910156 Penalty: 602.426697
	Iteration 20F: 3 clusters Score -46072.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -12565.629883 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -12565.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12280.823242 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12280.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12562.104492 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12562.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12656.418945 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12656.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12702.125000 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12702.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12750.823242 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12750.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12776.968750 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12776.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12788.493164 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12788.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12795.692383 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12795.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12795.692383 Penalty: 503.178040
	Iteration 8F: 3 clusters Score -12795.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 95 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 157 members 
Entering Unmasked Estep 
Score: -58206952.000000 Penalty: 52866.046875
Splitting cluster 51 changes total score from -58206980.000000 to -58206952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11829.771484 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11829.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11900.505859 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11900.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12005.962891 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12005.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12120.380859 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12120.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12247.751953 Penalty: 487.877594
	Iteration 4F: 3 clusters Score -12247.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12265.732422 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12265.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12292.427734 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12292.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12292.427734 Penalty: 487.877594
	Iteration 7F: 3 clusters Score -12292.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 126 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 87 members 
Entering Unmasked Estep 
Score: -58206872.000000 Penalty: 52866.046875
Splitting cluster 52 changes total score from -58206980.000000 to -58206872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -11038.160156 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -11038.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10751.053711 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -10751.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10959.020508 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -10959.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11090.425781 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -11090.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11144.063477 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -11144.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11164.753906 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -11164.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11168.978516 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -11168.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11171.533203 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -11171.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11172.413086 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -11172.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11174.905273 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -11174.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11178.000000 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -11178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11181.820312 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -11181.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11188.443359 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -11188.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11194.430664 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -11194.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11207.306641 Penalty: 493.670471
	Iteration 13Q: 3 clusters Score -11207.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11215.511719 Penalty: 493.670471
	Iteration 14Q: 3 clusters Score -11215.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11215.511719 Penalty: 493.670471
	Iteration 15F: 3 clusters Score -11215.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 61 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 166 members 
Entering Unmasked Estep 
Score: -58206908.000000 Penalty: 52866.046875
Splitting cluster 53 changes total score from -58206980.000000 to -58206908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -41033.347656 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -41033.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40401.363281 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -40401.36 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40633.812500 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -40633.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40687.109375 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -40687.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40716.867188 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -40716.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40742.292969 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -40742.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40759.867188 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -40759.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40781.636719 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -40781.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40795.925781 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -40795.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40800.925781 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -40800.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40808.347656 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -40808.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40812.671875 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -40812.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40817.171875 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -40817.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40820.320312 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -40820.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40823.527344 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -40823.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40828.960938 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -40828.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40834.710938 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -40834.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40838.515625 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -40838.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40842.992188 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -40842.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40847.097656 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -40847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40853.574219 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -40853.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40858.378906 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -40858.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40861.617188 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -40861.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40864.203125 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -40864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40865.835938 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -40865.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40866.398438 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -40866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40867.367188 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -40867.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40868.101562 Penalty: 594.970703
	Iteration 26Q: 3 clusters Score -40868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40868.101562 Penalty: 594.970703
	Iteration 27F: 3 clusters Score -40868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -19836.029297 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -19836.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19446.679688 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -19446.68 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19554.371094 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -19554.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19606.232422 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -19606.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19634.937500 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -19634.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19661.630859 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -19661.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19696.564453 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -19696.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19723.939453 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -19723.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19747.173828 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -19747.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19752.232422 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -19752.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19752.597656 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -19752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19752.597656 Penalty: 529.897156
	Iteration 10F: 3 clusters Score -19752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -65349.386719 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65349.39 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65850.250000 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65850.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65967.914062 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65967.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66020.734375 Penalty: 638.837341
	Iteration 3Q: 3 clusters Score -66020.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66063.765625 Penalty: 638.837341
	Iteration 4Q: 3 clusters Score -66063.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66092.234375 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -66092.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66107.156250 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -66107.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66120.117188 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -66120.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66132.492188 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -66132.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66145.929688 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -66145.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66158.539062 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -66158.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66172.757812 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -66172.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66179.015625 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -66179.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66186.421875 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -66186.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66189.296875 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -66189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66195.867188 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -66195.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66202.765625 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -66202.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66203.148438 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -66203.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66203.148438 Penalty: 638.837341
	Iteration 18F: 3 clusters Score -66203.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 924 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 195 members 
Entering Unmasked Estep 
Score: -58206868.000000 Penalty: 52866.046875
Splitting cluster 56 changes total score from -58206980.000000 to -58206868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -11096.854492 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -11096.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10867.511719 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -10867.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10941.151367 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -10941.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10975.751953 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -10975.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11014.397461 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -11014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11040.389648 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -11040.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11050.683594 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -11050.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11064.608398 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -11064.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11082.728516 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -11082.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11086.585938 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -11086.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11089.204102 Penalty: 477.956909
	Iteration 9Q: 3 clusters Score -11089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11092.038086 Penalty: 477.956909
	Iteration 10Q: 3 clusters Score -11092.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11098.381836 Penalty: 477.956909
	Iteration 11Q: 3 clusters Score -11098.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11099.743164 Penalty: 477.956909
	Iteration 12Q: 3 clusters Score -11099.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11101.347656 Penalty: 477.956909
	Iteration 13Q: 3 clusters Score -11101.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11103.259766 Penalty: 477.956909
	Iteration 14F: 3 clusters Score -11103.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11119.976562 Penalty: 477.956909
	Iteration 15Q: 3 clusters Score -11119.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11145.841797 Penalty: 477.956909
	Iteration 16Q: 3 clusters Score -11145.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11149.765625 Penalty: 477.956909
	Iteration 17Q: 3 clusters Score -11149.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11149.765625 Penalty: 477.956909
	Iteration 18F: 3 clusters Score -11149.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 111 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 80 members 
Entering Unmasked Estep 
Score: -58206768.000000 Penalty: 52866.046875
Splitting cluster 57 changes total score from -58206980.000000 to -58206768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -14558.794922 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -14558.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14229.583008 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -14229.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14356.626953 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -14356.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14398.801758 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -14398.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14450.007812 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -14450.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14498.562500 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -14498.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14522.246094 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -14522.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14541.998047 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -14542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14552.925781 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -14552.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14563.892578 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -14563.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14571.975586 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -14571.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14575.713867 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -14575.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14579.250000 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -14579.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14580.675781 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -14580.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14591.327148 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -14591.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14591.327148 Penalty: 505.671356
	Iteration 14F: 3 clusters Score -14591.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 73 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 186 members 
Entering Unmasked Estep 
Score: -58206708.000000 Penalty: 52866.046875
Splitting cluster 58 changes total score from -58206980.000000 to -58206708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23843.648438 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23843.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23430.935547 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -23430.94 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23567.632812 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -23567.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23618.937500 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23618.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23657.500000 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23657.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23681.861328 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23681.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23713.011719 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23713.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23736.183594 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23736.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23755.929688 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23755.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23765.025391 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23765.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23775.398438 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23782.486328 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23782.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23784.128906 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23784.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23784.380859 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23784.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23784.380859 Penalty: 547.248108
	Iteration 13F: 3 clusters Score -23784.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4918.083984 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4918.084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4968.368164 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4968.368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4996.733398 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4996.733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5017.454590 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -5017.455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5077.041992 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -5077.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5081.711426 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -5081.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5086.978027 Penalty: 406.397644
	Iteration 6Q: 3 clusters Score -5086.978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5100.568848 Penalty: 406.397644
	Iteration 7Q: 3 clusters Score -5100.569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5131.305176 Penalty: 406.397644
	Iteration 8Q: 3 clusters Score -5131.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5131.305176 Penalty: 406.397644
	Iteration 9F: 3 clusters Score -5131.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 52 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 35 members 
Entering Unmasked Estep 
Score: -58206668.000000 Penalty: 52866.046875
Splitting cluster 60 changes total score from -58206980.000000 to -58206668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 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 136 members 
Entering Unmasked Estep 
Score: -19877.482422 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19877.48 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19977.869141 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19977.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20004.132812 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20004.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20030.400391 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -20030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20054.841797 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -20054.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20085.808594 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20085.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20102.402344 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20114.201172 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20131.095703 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20140.285156 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20140.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20145.048828 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -20145.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20149.835938 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -20149.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20151.503906 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -20151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20151.503906 Penalty: 527.164246
	Iteration 13F: 3 clusters Score -20151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11319.166016 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11319.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11036.316406 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -11036.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11168.748047 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11168.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11191.912109 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11191.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11198.750000 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11198.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11207.419922 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11207.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11210.739258 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11210.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11214.336914 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -11214.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11215.314453 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -11215.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11215.602539 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -11215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11216.413086 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -11216.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11217.034180 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -11217.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11218.000977 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -11218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11218.802734 Penalty: 496.044495
	Iteration 12Q: 3 clusters Score -11218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11219.181641 Penalty: 496.044495
	Iteration 13Q: 3 clusters Score -11219.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11220.560547 Penalty: 496.044495
	Iteration 14Q: 3 clusters Score -11220.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11221.916016 Penalty: 496.044495
	Iteration 15Q: 3 clusters Score -11221.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11222.267578 Penalty: 496.044495
	Iteration 16Q: 3 clusters Score -11222.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11222.267578 Penalty: 496.044495
	Iteration 17F: 3 clusters Score -11222.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12984.404297 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12671.064453 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12671.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12765.512695 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12765.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12803.833008 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12803.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12825.186523 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12825.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12834.607422 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12834.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12841.769531 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12841.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12841.304688 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12842.979492 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12842.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12849.591797 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12849.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12852.541016 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12852.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12852.541016 Penalty: 494.468689
	Iteration 10F: 3 clusters Score -12852.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -12299.110352 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -12299.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11932.206055 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -11932.21 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12173.463867 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -12173.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12247.987305 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -12247.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12290.774414 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -12290.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12310.784180 Penalty: 526.607666
	Iteration 4F: 3 clusters Score -12310.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12330.922852 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -12330.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12342.111328 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -12342.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12347.975586 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -12347.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12351.395508 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -12351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12352.485352 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -12352.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12353.419922 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -12353.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12353.710938 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -12353.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12353.710938 Penalty: 526.607666
	Iteration 12F: 3 clusters Score -12353.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 148 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 178 members 
Entering Unmasked Estep 
Score: -58206788.000000 Penalty: 52866.046875
Splitting cluster 64 changes total score from -58206980.000000 to -58206788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -15348.399414 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -15348.4 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 114 members 
Entering Unmasked Estep 
Score: -15040.627930 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -15040.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15173.930664 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -15173.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15206.496094 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -15206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15219.138672 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -15219.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15236.426758 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -15236.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15247.158203 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -15247.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15255.531250 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -15255.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15262.338867 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -15262.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15284.832031 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -15284.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15294.860352 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -15294.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15295.409180 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -15295.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15296.502930 Penalty: 502.816223
	Iteration 11F: 3 clusters Score -15296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15304.816406 Penalty: 502.816223
	Iteration 12Q: 3 clusters Score -15304.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15308.648438 Penalty: 502.816223
	Iteration 13Q: 3 clusters Score -15308.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15308.648438 Penalty: 502.816223
	Iteration 14F: 3 clusters Score -15308.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11335.854492 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11335.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11047.287109 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11047.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11121.835938 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11121.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11143.399414 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11152.829102 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -11152.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11156.903320 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11161.360352 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11161.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11167.819336 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11167.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11171.706055 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -11171.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11171.706055 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -11171.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16213.569336 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16213.57 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 130 members 
Entering Unmasked Estep 
Score: -15898.944336 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15898.94 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16025.749023 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16025.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16055.919922 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16055.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16088.284180 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16088.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16104.189453 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16104.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16114.105469 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16114.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16128.252930 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16128.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16140.853516 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16140.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16145.701172 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16158.850586 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16158.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16159.950195 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16159.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16164.995117 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -16165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16167.551758 Penalty: 511.456482
	Iteration 12Q: 3 clusters Score -16167.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16170.609375 Penalty: 511.456482
	Iteration 13Q: 3 clusters Score -16170.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16170.609375 Penalty: 511.456482
	Iteration 14F: 3 clusters Score -16170.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4551.798828 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4551.799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4387.438477 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4387.438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4426.586426 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4426.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4428.945801 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -4428.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4430.055664 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4430.056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4432.720215 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4432.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4436.765625 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4436.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4438.499023 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -4438.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4438.499023 Penalty: 408.465912
	Iteration 7F: 3 clusters Score -4438.499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2963.015137 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2963.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2856.124512 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2856.125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2945.164307 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2945.164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2948.310547 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2948.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2948.310547 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2948.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -17424.533203 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -17424.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17106.427734 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -17106.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17332.949219 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -17332.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17465.367188 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -17465.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17511.333984 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -17511.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17562.691406 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -17562.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17582.056641 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -17582.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17588.482422 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -17588.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17589.349609 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -17589.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17589.349609 Penalty: 509.792816
	Iteration 8F: 3 clusters Score -17589.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 68 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 203 members 
Entering Unmasked Estep 
Score: -58206856.000000 Penalty: 52866.046875
Splitting cluster 70 changes total score from -58206980.000000 to -58206856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -3550.729736 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -3550.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3389.143799 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -3389.144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3402.855469 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -3402.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3406.930176 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -3406.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3406.930176 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -3406.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4582.056152 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4582.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4394.510254 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -4394.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4415.661133 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -4415.661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4435.990723 Penalty: 394.096741
	Iteration 2F: 3 clusters Score -4435.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4446.865234 Penalty: 394.096741
	Iteration 3Q: 3 clusters Score -4446.865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4446.865234 Penalty: 394.096741
	Iteration 4F: 3 clusters Score -4446.865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11585.624023 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11585.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11291.906250 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11291.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11373.601562 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11373.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11411.695312 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11420.522461 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11420.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11426.107422 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11426.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11450.375977 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11450.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11455.777344 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11455.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11460.403320 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11460.546875 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -11460.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11460.546875 Penalty: 498.738159
	Iteration 9F: 3 clusters Score -11460.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5888.758789 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5888.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5692.600586 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5692.601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5734.098145 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5734.098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5769.233887 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5769.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5779.070801 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5779.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5784.898926 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5784.899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5784.898926 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -5784.899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -15770.861328 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -15770.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15439.682617 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -15439.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15539.832031 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -15539.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15584.204102 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -15584.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15607.333984 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -15607.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15616.904297 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -15616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15618.609375 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -15618.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15619.413086 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -15619.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15619.929688 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -15619.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15620.467773 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -15620.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15620.706055 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -15620.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15620.706055 Penalty: 514.695251
	Iteration 10F: 3 clusters Score -15620.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -19652.347656 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -19652.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19261.259766 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -19261.26 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19407.625000 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -19407.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19460.791016 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -19460.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19486.082031 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -19486.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19497.306641 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -19497.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19506.556641 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -19506.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19514.683594 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -19514.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19516.826172 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -19516.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19520.369141 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -19520.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19527.699219 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -19527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19534.599609 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -19534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19540.074219 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -19540.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19543.304688 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -19543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19546.367188 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -19546.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19551.484375 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -19551.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19554.505859 Penalty: 530.701294
	Iteration 15Q: 3 clusters Score -19554.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19560.166016 Penalty: 530.701294
	Iteration 16Q: 3 clusters Score -19560.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19560.695312 Penalty: 530.701294
	Iteration 17Q: 3 clusters Score -19560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19561.435547 Penalty: 530.701294
	Iteration 18Q: 3 clusters Score -19561.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19562.378906 Penalty: 530.701294
	Iteration 19Q: 3 clusters Score -19562.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19562.988281 Penalty: 530.701294
	Iteration 20F: 3 clusters Score -19562.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7414.374512 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7414.375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7163.842285 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7163.842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7260.890137 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7260.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7330.930664 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7330.931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7361.897949 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -7361.898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7388.712891 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7388.713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7389.694336 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7389.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7389.694336 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -7389.694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6244.582031 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6244.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6044.088379 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6044.088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6125.331543 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6125.332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6158.949707 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6158.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6164.833008 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6164.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6167.521973 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6167.522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6171.762695 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6171.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6172.268555 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6172.269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6175.921387 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -6175.921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6179.743164 Penalty: 449.689453
	Iteration 8Q: 3 clusters Score -6179.743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6182.300781 Penalty: 449.689453
	Iteration 9Q: 3 clusters Score -6182.301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6182.300781 Penalty: 449.689453
	Iteration 10F: 3 clusters Score -6182.301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -8070.660156 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -8070.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7829.577637 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7829.578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7899.062012 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7899.062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7918.228027 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7918.228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7924.929688 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -7924.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7385.821289 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7385.821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7144.845703 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -7144.846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7224.328125 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7224.328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7250.258301 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7250.258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7314.209473 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -7314.209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7321.161621 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -7321.162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7322.141113 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -7322.141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7322.141113 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -7322.141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13833.895508 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13533.818359 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13533.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13657.941406 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13657.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13748.261719 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13748.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13801.819336 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -13801.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13823.818359 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13823.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13827.578125 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13827.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13831.317383 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13831.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13835.444336 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -13835.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13842.076172 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -13842.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13846.666992 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -13846.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13848.441406 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -13848.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13850.982422 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -13850.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13850.982422 Penalty: 496.044495
	Iteration 12F: 3 clusters Score -13850.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 175 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 848 members 
Mstep: Class 84 contains 58 members 
Entering Unmasked Estep 
Score: -58206740.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58206980.000000 to -58206740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19472.904297 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19472.9 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 135 members 
Entering Unmasked Estep 
Score: -19112.427734 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -19112.43 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19200.353516 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -19200.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19220.808594 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -19220.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19242.230469 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -19242.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19277.046875 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -19277.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19301.539062 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -19301.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19308.535156 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -19308.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19315.388672 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -19315.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19321.160156 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -19321.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19328.003906 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -19328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19330.363281 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -19330.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19332.599609 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -19332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19333.296875 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -19333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19333.296875 Penalty: 518.435486
	Iteration 13F: 3 clusters Score -19333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128647 members 
Mstep: Class 17 contains 127279 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12896 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 691 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207088.000000 Penalty: 52236.687500
Iteration 279Q: 84 clusters Score -5.820709e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 97246 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111166 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 61107 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128638 members 
Mstep: Class 17 contains 127274 members 
Mstep: Class 18 contains 123878 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15218 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12890 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3109 members 
Mstep: Class 38 contains 146 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207184.000000 Penalty: 52236.687500
Iteration 280F: 84 clusters Score -5.820718e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33099 members 
Mstep: Class 3 contains 97234 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111190 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 61104 members 
Mstep: Class 12 contains 474 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128639 members 
Mstep: Class 17 contains 127263 members 
Mstep: Class 18 contains 123878 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15218 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12885 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 142 members 
Mstep: Class 39 contains 193 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 290 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6063 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 680 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207276.000000 Penalty: 52236.687500
Iteration 281Q: 84 clusters Score -5.820728e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33104 members 
Mstep: Class 3 contains 97229 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72883 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111216 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7312 members 
Mstep: Class 11 contains 61109 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128642 members 
Mstep: Class 17 contains 127242 members 
Mstep: Class 18 contains 123877 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15212 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12879 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3123 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 200 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6063 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 669 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207248.000000 Penalty: 52236.687500
Iteration 282Q: 84 clusters Score -5.820725e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 97231 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72883 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111221 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 61118 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128644 members 
Mstep: Class 17 contains 127217 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12874 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3128 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6064 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 664 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207188.000000 Penalty: 52236.687500
Iteration 283Q: 84 clusters Score -5.820719e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159400 members 
Mstep: Class 2 contains 33109 members 
Mstep: Class 3 contains 97224 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72885 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111221 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 61134 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128643 members 
Mstep: Class 17 contains 127196 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15226 members 
Mstep: Class 26 contains 1154 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12868 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 281 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 661 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207152.000000 Penalty: 52236.687500
Iteration 284Q: 84 clusters Score -5.820715e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 97218 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 72886 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111211 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 11 contains 61148 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128651 members 
Mstep: Class 17 contains 127180 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 1160 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12873 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 279 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6061 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 658 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207044.000000 Penalty: 52236.687500
Iteration 285Q: 84 clusters Score -5.820704e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 97213 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 72887 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111210 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 61156 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128649 members 
Mstep: Class 17 contains 127169 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15227 members 
Mstep: Class 26 contains 1165 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12874 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3151 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 277 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6060 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 655 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207112.000000 Penalty: 52236.687500
Iteration 286Q: 84 clusters Score -5.820711e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 97204 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 72889 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111201 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 61167 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128652 members 
Mstep: Class 17 contains 127163 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15229 members 
Mstep: Class 26 contains 1169 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12878 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14672 members 
Mstep: Class 37 contains 3155 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6059 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 655 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207072.000000 Penalty: 52236.687500
Iteration 287Q: 84 clusters Score -5.820707e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33102 members 
Mstep: Class 3 contains 97200 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 72892 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 111210 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 61189 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128639 members 
Mstep: Class 17 contains 127155 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15229 members 
Mstep: Class 26 contains 1169 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12876 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14673 members 
Mstep: Class 37 contains 3159 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6056 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 653 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207152.000000 Penalty: 52236.687500
Iteration 288Q: 84 clusters Score -5.820715e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33101 members 
Mstep: Class 3 contains 97193 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 72894 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 111207 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 61211 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128627 members 
Mstep: Class 17 contains 127148 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15231 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12885 members 
Mstep: Class 32 contains 2607 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 3162 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 270 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6054 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 653 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207156.000000 Penalty: 52236.687500
Iteration 289Q: 84 clusters Score -5.820716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33101 members 
Mstep: Class 3 contains 97201 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72896 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111185 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7292 members 
Mstep: Class 11 contains 61235 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128616 members 
Mstep: Class 17 contains 127149 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9160 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15232 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12894 members 
Mstep: Class 32 contains 2605 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14675 members 
Mstep: Class 37 contains 3165 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6052 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 652 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 140 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207212.000000 Penalty: 52236.687500
Iteration 290Q: 84 clusters Score -5.820721e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33099 members 
Mstep: Class 3 contains 97188 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72897 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111175 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 61263 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128618 members 
Mstep: Class 17 contains 127147 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15231 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12893 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14677 members 
Mstep: Class 37 contains 3170 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 269 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 650 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 141 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207280.000000 Penalty: 52236.687500
Iteration 291Q: 84 clusters Score -5.820728e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33098 members 
Mstep: Class 3 contains 97180 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111175 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7286 members 
Mstep: Class 11 contains 61279 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128613 members 
Mstep: Class 17 contains 127153 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15228 members 
Mstep: Class 26 contains 1165 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12887 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14679 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 648 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 141 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207256.000000 Penalty: 52236.687500
Iteration 292Q: 84 clusters Score -5.820726e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 33100 members 
Mstep: Class 3 contains 97170 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72899 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111167 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7282 members 
Mstep: Class 11 contains 61294 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128609 members 
Mstep: Class 17 contains 127161 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15226 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12887 members 
Mstep: Class 32 contains 2603 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14680 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 266 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 646 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 142 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207288.000000 Penalty: 52236.687500
Iteration 293Q: 84 clusters Score -5.820729e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33098 members 
Mstep: Class 3 contains 97160 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111168 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7278 members 
Mstep: Class 11 contains 61313 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128604 members 
Mstep: Class 17 contains 127156 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15229 members 
Mstep: Class 26 contains 1169 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12884 members 
Mstep: Class 32 contains 2605 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14682 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 143 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207344.000000 Penalty: 52236.687500
Iteration 294Q: 84 clusters Score -5.820734e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33094 members 
Mstep: Class 3 contains 97154 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111171 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7274 members 
Mstep: Class 11 contains 61325 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128602 members 
Mstep: Class 17 contains 127153 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9151 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15231 members 
Mstep: Class 26 contains 1174 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12879 members 
Mstep: Class 32 contains 2606 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14682 members 
Mstep: Class 37 contains 3174 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207320.000000 Penalty: 52236.687500
Iteration 295Q: 84 clusters Score -5.820732e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 33091 members 
Mstep: Class 3 contains 97152 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7269 members 
Mstep: Class 11 contains 61350 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128599 members 
Mstep: Class 17 contains 127152 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 1183 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12877 members 
Mstep: Class 32 contains 2607 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3176 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207328.000000 Penalty: 52236.687500
Iteration 296Q: 84 clusters Score -5.820733e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97140 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 61368 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128595 members 
Mstep: Class 17 contains 127154 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15237 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12868 members 
Mstep: Class 32 contains 2607 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3182 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207272.000000 Penalty: 52236.687500
Iteration 297Q: 84 clusters Score -5.820727e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 33085 members 
Mstep: Class 3 contains 97132 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 61391 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128585 members 
Mstep: Class 17 contains 127156 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9148 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12861 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3187 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207304.000000 Penalty: 52236.687500
Iteration 298Q: 84 clusters Score -5.82073e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 33087 members 
Mstep: Class 3 contains 97121 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111137 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 61416 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128575 members 
Mstep: Class 17 contains 127153 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12864 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207336.000000 Penalty: 52236.687500
Iteration 299Q: 84 clusters Score -5.820734e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 97111 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111133 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 61435 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128560 members 
Mstep: Class 17 contains 127158 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 1191 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12861 members 
Mstep: Class 32 contains 2609 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207316.000000 Penalty: 52236.687500
Iteration 300F: 84 clusters Score -5.820732e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 33092 members 
Mstep: Class 3 contains 97093 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111137 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7242 members 
Mstep: Class 11 contains 61447 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128543 members 
Mstep: Class 17 contains 127170 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12855 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3207 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207316.000000 Penalty: 52236.687500
Iteration 301Q: 84 clusters Score -5.820732e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 97084 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111142 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 61457 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128528 members 
Mstep: Class 17 contains 127170 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15257 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12853 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3209 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207304.000000 Penalty: 52236.687500
Iteration 302Q: 84 clusters Score -5.82073e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 33102 members 
Mstep: Class 3 contains 97060 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111145 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7242 members 
Mstep: Class 11 contains 61461 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128514 members 
Mstep: Class 17 contains 127185 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15266 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12854 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14684 members 
Mstep: Class 37 contains 3211 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207276.000000 Penalty: 52236.687500
Iteration 303Q: 84 clusters Score -5.820728e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 33104 members 
Mstep: Class 3 contains 97042 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111152 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 61468 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128508 members 
Mstep: Class 17 contains 127196 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12850 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14685 members 
Mstep: Class 37 contains 3216 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207244.000000 Penalty: 52236.687500
Iteration 304Q: 84 clusters Score -5.820724e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 97033 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111165 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7234 members 
Mstep: Class 11 contains 61472 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128507 members 
Mstep: Class 17 contains 127195 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15273 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12841 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14685 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207248.000000 Penalty: 52236.687500
Iteration 305Q: 84 clusters Score -5.820725e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 33113 members 
Mstep: Class 3 contains 97014 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111170 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 61484 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128508 members 
Mstep: Class 17 contains 127195 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15274 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12837 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14685 members 
Mstep: Class 37 contains 3219 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207208.000000 Penalty: 52236.687500
Iteration 306Q: 84 clusters Score -5.820721e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 33119 members 
Mstep: Class 3 contains 97002 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111173 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 61500 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128501 members 
Mstep: Class 17 contains 127186 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9142 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15278 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12834 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207180.000000 Penalty: 52236.687500
Iteration 307Q: 84 clusters Score -5.820718e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 33123 members 
Mstep: Class 3 contains 96993 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111178 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 61510 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128490 members 
Mstep: Class 17 contains 127186 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15285 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3223 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6051 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207208.000000 Penalty: 52236.687500
Iteration 308Q: 84 clusters Score -5.820721e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 33127 members 
Mstep: Class 3 contains 96978 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111183 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61523 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128488 members 
Mstep: Class 17 contains 127183 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15286 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12831 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207124.000000 Penalty: 52236.687500
Iteration 309Q: 84 clusters Score -5.820712e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33134 members 
Mstep: Class 3 contains 96966 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111167 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 61549 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128479 members 
Mstep: Class 17 contains 127187 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 897 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15289 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12824 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207168.000000 Penalty: 52236.687500
Iteration 310Q: 84 clusters Score -5.820717e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33134 members 
Mstep: Class 3 contains 96947 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111152 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 61582 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128472 members 
Mstep: Class 17 contains 127201 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9138 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12818 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207144.000000 Penalty: 52236.687500
Iteration 311Q: 84 clusters Score -5.820714e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33134 members 
Mstep: Class 3 contains 96925 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111145 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 61618 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128461 members 
Mstep: Class 17 contains 127210 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15287 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12814 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3236 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207144.000000 Penalty: 52236.687500
Iteration 312Q: 84 clusters Score -5.820714e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33135 members 
Mstep: Class 3 contains 96913 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111144 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 61630 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128449 members 
Mstep: Class 17 contains 127227 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12812 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14686 members 
Mstep: Class 37 contains 3237 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207148.000000 Penalty: 52236.687500
Iteration 313Q: 84 clusters Score -5.820715e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96908 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111146 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61641 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128436 members 
Mstep: Class 17 contains 127229 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15293 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12814 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14687 members 
Mstep: Class 37 contains 3238 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207128.000000 Penalty: 52236.687500
Iteration 314Q: 84 clusters Score -5.820713e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96898 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61664 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128424 members 
Mstep: Class 17 contains 127224 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12811 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14690 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207136.000000 Penalty: 52236.687500
Iteration 315Q: 84 clusters Score -5.820714e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 33132 members 
Mstep: Class 3 contains 96892 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111151 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61675 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128420 members 
Mstep: Class 17 contains 127221 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15289 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12814 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3241 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207180.000000 Penalty: 52236.687500
Iteration 316Q: 84 clusters Score -5.820718e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 33130 members 
Mstep: Class 3 contains 96887 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111147 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61693 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128414 members 
Mstep: Class 17 contains 127214 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15289 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12821 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207160.000000 Penalty: 52236.687500
Iteration 317Q: 84 clusters Score -5.820716e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33131 members 
Mstep: Class 3 contains 96882 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111155 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61697 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128404 members 
Mstep: Class 17 contains 127205 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15293 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12828 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207180.000000 Penalty: 52236.687500
Iteration 318Q: 84 clusters Score -5.820718e+07 nChanged 73
Entering ConstructFrom: 
Score: -58207180.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (159379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Entering Unmasked Estep 
Score: -9524828.000000 Penalty: 545.046326
	Iteration 0F: 2 clusters Score -9524828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -9419306.000000 Penalty: 1090.092651
	Iteration 0F: 3 clusters Score -9419306 nChanged 78511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -9468414.000000 Penalty: 1090.092651
	Iteration 1F: 3 clusters Score -9468414 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -9472117.000000 Penalty: 1090.092651
	Iteration 2F: 3 clusters Score -9472117 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -9478252.000000 Penalty: 1090.092651
	Iteration 3F: 3 clusters Score -9478252 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -9487186.000000 Penalty: 1090.092651
	Iteration 4F: 3 clusters Score -9487186 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -9497390.000000 Penalty: 1090.092651
	Iteration 5F: 3 clusters Score -9497390 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -9506697.000000 Penalty: 1090.092651
	Iteration 6F: 3 clusters Score -9506697 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -9513163.000000 Penalty: 1090.092651
	Iteration 7Q: 3 clusters Score -9513163 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -9516874.000000 Penalty: 1090.092651
	Iteration 8Q: 3 clusters Score -9516874 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -9518795.000000 Penalty: 1090.092651
	Iteration 9Q: 3 clusters Score -9518795 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -9519884.000000 Penalty: 1090.092651
	Iteration 10Q: 3 clusters Score -9519884 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -9520744.000000 Penalty: 1090.092651
	Iteration 11Q: 3 clusters Score -9520744 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -9521335.000000 Penalty: 1090.092651
	Iteration 12Q: 3 clusters Score -9521335 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -9521819.000000 Penalty: 1090.092651
	Iteration 13Q: 3 clusters Score -9521819 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -9522145.000000 Penalty: 1090.092651
	Iteration 14Q: 3 clusters Score -9522145 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -9522421.000000 Penalty: 1090.092651
	Iteration 15Q: 3 clusters Score -9522421 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152612 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -9522706.000000 Penalty: 1090.092651
	Iteration 16Q: 3 clusters Score -9522706 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -9522868.000000 Penalty: 1090.092651
	Iteration 17Q: 3 clusters Score -9522868 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -9523052.000000 Penalty: 1090.092651
	Iteration 18Q: 3 clusters Score -9523052 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -9523212.000000 Penalty: 1090.092651
	Iteration 19Q: 3 clusters Score -9523212 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9523346.000000 Penalty: 1090.092651
	Iteration 20F: 3 clusters Score -9523346 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -9523414.000000 Penalty: 1090.092651
	Iteration 21Q: 3 clusters Score -9523414 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9523483.000000 Penalty: 1090.092651
	Iteration 22Q: 3 clusters Score -9523483 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9523545.000000 Penalty: 1090.092651
	Iteration 23Q: 3 clusters Score -9523545 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9523604.000000 Penalty: 1090.092651
	Iteration 24Q: 3 clusters Score -9523604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155353 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9523633.000000 Penalty: 1090.092651
	Iteration 25Q: 3 clusters Score -9523633 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -9523652.000000 Penalty: 1090.092651
	Iteration 26Q: 3 clusters Score -9523652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9523705.000000 Penalty: 1090.092651
	Iteration 27Q: 3 clusters Score -9523705 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9523749.000000 Penalty: 1090.092651
	Iteration 28Q: 3 clusters Score -9523749 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9523754.000000 Penalty: 1090.092651
	Iteration 29Q: 3 clusters Score -9523754 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9523771.000000 Penalty: 1090.092651
	Iteration 30Q: 3 clusters Score -9523771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156465 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9523821.000000 Penalty: 1090.092651
	Iteration 31Q: 3 clusters Score -9523821 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9523889.000000 Penalty: 1090.092651
	Iteration 32Q: 3 clusters Score -9523889 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156747 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9523913.000000 Penalty: 1090.092651
	Iteration 33Q: 3 clusters Score -9523913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9523951.000000 Penalty: 1090.092651
	Iteration 34Q: 3 clusters Score -9523951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9524003.000000 Penalty: 1090.092651
	Iteration 35Q: 3 clusters Score -9524003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9524020.000000 Penalty: 1090.092651
	Iteration 36Q: 3 clusters Score -9524020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9524035.000000 Penalty: 1090.092651
	Iteration 37Q: 3 clusters Score -9524035 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9524060.000000 Penalty: 1090.092651
	Iteration 38Q: 3 clusters Score -9524060 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157412 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9524076.000000 Penalty: 1090.092651
	Iteration 39Q: 3 clusters Score -9524076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9524108.000000 Penalty: 1090.092651
	Iteration 40F: 3 clusters Score -9524108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157568 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9524134.000000 Penalty: 1090.092651
	Iteration 41Q: 3 clusters Score -9524134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9524163.000000 Penalty: 1090.092651
	Iteration 42Q: 3 clusters Score -9524163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9524217.000000 Penalty: 1090.092651
	Iteration 43Q: 3 clusters Score -9524217 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9524229.000000 Penalty: 1090.092651
	Iteration 44Q: 3 clusters Score -9524229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9524235.000000 Penalty: 1090.092651
	Iteration 45Q: 3 clusters Score -9524235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9524237.000000 Penalty: 1090.092651
	Iteration 46Q: 3 clusters Score -9524237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9524233.000000 Penalty: 1090.092651
	Iteration 47Q: 3 clusters Score -9524233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9524255.000000 Penalty: 1090.092651
	Iteration 48Q: 3 clusters Score -9524255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9524266.000000 Penalty: 1090.092651
	Iteration 49Q: 3 clusters Score -9524266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9524272.000000 Penalty: 1090.092651
	Iteration 50Q: 3 clusters Score -9524272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9524280.000000 Penalty: 1090.092651
	Iteration 51Q: 3 clusters Score -9524280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9524276.000000 Penalty: 1090.092651
	Iteration 52Q: 3 clusters Score -9524276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158132 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9524278.000000 Penalty: 1090.092651
	Iteration 53Q: 3 clusters Score -9524278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9524290.000000 Penalty: 1090.092651
	Iteration 54Q: 3 clusters Score -9524290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9524312.000000 Penalty: 1090.092651
	Iteration 55Q: 3 clusters Score -9524312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9524315.000000 Penalty: 1090.092651
	Iteration 56Q: 3 clusters Score -9524315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9524315.000000 Penalty: 1090.092651
	Iteration 57Q: 3 clusters Score -9524315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9524305.000000 Penalty: 1090.092651
	Iteration 58Q: 3 clusters Score -9524305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9524287.000000 Penalty: 1090.092651
	Iteration 59Q: 3 clusters Score -9524287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9524292.000000 Penalty: 1090.092651
	Iteration 60F: 3 clusters Score -9524292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9524305.000000 Penalty: 1090.092651
	Iteration 61Q: 3 clusters Score -9524305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9524302.000000 Penalty: 1090.092651
	Iteration 62Q: 3 clusters Score -9524302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9524304.000000 Penalty: 1090.092651
	Iteration 63Q: 3 clusters Score -9524304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9524315.000000 Penalty: 1090.092651
	Iteration 64Q: 3 clusters Score -9524315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9524328.000000 Penalty: 1090.092651
	Iteration 65Q: 3 clusters Score -9524328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9524323.000000 Penalty: 1090.092651
	Iteration 66Q: 3 clusters Score -9524323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9524342.000000 Penalty: 1090.092651
	Iteration 67Q: 3 clusters Score -9524342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9524348.000000 Penalty: 1090.092651
	Iteration 68Q: 3 clusters Score -9524348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158460 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9524356.000000 Penalty: 1090.092651
	Iteration 69Q: 3 clusters Score -9524356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9524356.000000 Penalty: 1090.092651
	Iteration 70Q: 3 clusters Score -9524356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158508 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9524365.000000 Penalty: 1090.092651
	Iteration 71Q: 3 clusters Score -9524365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9524383.000000 Penalty: 1090.092651
	Iteration 72Q: 3 clusters Score -9524383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9524389.000000 Penalty: 1090.092651
	Iteration 73Q: 3 clusters Score -9524389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9524378.000000 Penalty: 1090.092651
	Iteration 74Q: 3 clusters Score -9524378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9524396.000000 Penalty: 1090.092651
	Iteration 75Q: 3 clusters Score -9524396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9524395.000000 Penalty: 1090.092651
	Iteration 76Q: 3 clusters Score -9524395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9524401.000000 Penalty: 1090.092651
	Iteration 77Q: 3 clusters Score -9524401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9524411.000000 Penalty: 1090.092651
	Iteration 78Q: 3 clusters Score -9524411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9524412.000000 Penalty: 1090.092651
	Iteration 79Q: 3 clusters Score -9524412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9524406.000000 Penalty: 1090.092651
	Iteration 80F: 3 clusters Score -9524406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9524411.000000 Penalty: 1090.092651
	Iteration 81Q: 3 clusters Score -9524411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9524410.000000 Penalty: 1090.092651
	Iteration 82Q: 3 clusters Score -9524410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9524413.000000 Penalty: 1090.092651
	Iteration 83Q: 3 clusters Score -9524413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9524407.000000 Penalty: 1090.092651
	Iteration 84Q: 3 clusters Score -9524407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9524413.000000 Penalty: 1090.092651
	Iteration 85Q: 3 clusters Score -9524413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9524414.000000 Penalty: 1090.092651
	Iteration 86Q: 3 clusters Score -9524414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9524417.000000 Penalty: 1090.092651
	Iteration 87Q: 3 clusters Score -9524417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9524418.000000 Penalty: 1090.092651
	Iteration 88Q: 3 clusters Score -9524418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9524418.000000 Penalty: 1090.092651
	Iteration 89Q: 3 clusters Score -9524418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9524419.000000 Penalty: 1090.092651
	Iteration 90Q: 3 clusters Score -9524419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9524422.000000 Penalty: 1090.092651
	Iteration 91Q: 3 clusters Score -9524422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9524428.000000 Penalty: 1090.092651
	Iteration 92Q: 3 clusters Score -9524428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9524432.000000 Penalty: 1090.092651
	Iteration 93Q: 3 clusters Score -9524432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9524426.000000 Penalty: 1090.092651
	Iteration 94Q: 3 clusters Score -9524426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158604 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9524429.000000 Penalty: 1090.092651
	Iteration 95Q: 3 clusters Score -9524429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9524428.000000 Penalty: 1090.092651
	Iteration 96Q: 3 clusters Score -9524428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9524432.000000 Penalty: 1090.092651
	Iteration 97Q: 3 clusters Score -9524432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9524430.000000 Penalty: 1090.092651
	Iteration 98Q: 3 clusters Score -9524430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9524434.000000 Penalty: 1090.092651
	Iteration 99Q: 3 clusters Score -9524434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9524434.000000 Penalty: 1090.092651
	Iteration 100F: 3 clusters Score -9524434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Entering Unmasked Estep 
Score: -1993895.375000 Penalty: 473.576965
	Iteration 0F: 2 clusters Score -1993895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1971727.500000 Penalty: 947.153931
	Iteration 0F: 3 clusters Score -1971728 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1981242.375000 Penalty: 947.153931
	Iteration 1F: 3 clusters Score -1981242 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1982184.500000 Penalty: 947.153931
	Iteration 2F: 3 clusters Score -1982184 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1983564.250000 Penalty: 947.153931
	Iteration 3F: 3 clusters Score -1983564 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1985368.250000 Penalty: 947.153931
	Iteration 4F: 3 clusters Score -1985368 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1987407.375000 Penalty: 947.153931
	Iteration 5F: 3 clusters Score -1987407 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1989041.125000 Penalty: 947.153931
	Iteration 6F: 3 clusters Score -1989041 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1990067.875000 Penalty: 947.153931
	Iteration 7F: 3 clusters Score -1990068 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1990541.375000 Penalty: 947.153931
	Iteration 8Q: 3 clusters Score -1990541 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1990749.875000 Penalty: 947.153931
	Iteration 9Q: 3 clusters Score -1990750 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1990874.000000 Penalty: 947.153931
	Iteration 10Q: 3 clusters Score -1990874 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1990970.750000 Penalty: 947.153931
	Iteration 11Q: 3 clusters Score -1990971 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1991065.250000 Penalty: 947.153931
	Iteration 12Q: 3 clusters Score -1991065 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1991144.500000 Penalty: 947.153931
	Iteration 13Q: 3 clusters Score -1991144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1991203.875000 Penalty: 947.153931
	Iteration 14Q: 3 clusters Score -1991204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1991261.375000 Penalty: 947.153931
	Iteration 15Q: 3 clusters Score -1991261 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1991319.375000 Penalty: 947.153931
	Iteration 16Q: 3 clusters Score -1991319 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1991363.500000 Penalty: 947.153931
	Iteration 17Q: 3 clusters Score -1991364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1991401.875000 Penalty: 947.153931
	Iteration 18Q: 3 clusters Score -1991402 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1991434.125000 Penalty: 947.153931
	Iteration 19Q: 3 clusters Score -1991434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1991476.250000 Penalty: 947.153931
	Iteration 20F: 3 clusters Score -1991476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1991505.375000 Penalty: 947.153931
	Iteration 21Q: 3 clusters Score -1991505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1991533.750000 Penalty: 947.153931
	Iteration 22Q: 3 clusters Score -1991534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1991555.875000 Penalty: 947.153931
	Iteration 23Q: 3 clusters Score -1991556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1991581.875000 Penalty: 947.153931
	Iteration 24Q: 3 clusters Score -1991582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1991606.875000 Penalty: 947.153931
	Iteration 25Q: 3 clusters Score -1991607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1991622.125000 Penalty: 947.153931
	Iteration 26Q: 3 clusters Score -1991622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1991645.000000 Penalty: 947.153931
	Iteration 27Q: 3 clusters Score -1991645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1991655.250000 Penalty: 947.153931
	Iteration 28Q: 3 clusters Score -1991655 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1991676.625000 Penalty: 947.153931
	Iteration 29Q: 3 clusters Score -1991677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1991694.750000 Penalty: 947.153931
	Iteration 30Q: 3 clusters Score -1991695 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1991709.125000 Penalty: 947.153931
	Iteration 31Q: 3 clusters Score -1991709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1991727.375000 Penalty: 947.153931
	Iteration 32Q: 3 clusters Score -1991727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1991746.125000 Penalty: 947.153931
	Iteration 33Q: 3 clusters Score -1991746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1991765.750000 Penalty: 947.153931
	Iteration 34Q: 3 clusters Score -1991766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1991789.000000 Penalty: 947.153931
	Iteration 35Q: 3 clusters Score -1991789 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1991804.125000 Penalty: 947.153931
	Iteration 36Q: 3 clusters Score -1991804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1991819.375000 Penalty: 947.153931
	Iteration 37Q: 3 clusters Score -1991819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1991830.250000 Penalty: 947.153931
	Iteration 38Q: 3 clusters Score -1991830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1991840.625000 Penalty: 947.153931
	Iteration 39Q: 3 clusters Score -1991841 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1991850.000000 Penalty: 947.153931
	Iteration 40F: 3 clusters Score -1991850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1991850.125000 Penalty: 947.153931
	Iteration 41Q: 3 clusters Score -1991850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1991853.250000 Penalty: 947.153931
	Iteration 42Q: 3 clusters Score -1991853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1991865.125000 Penalty: 947.153931
	Iteration 43Q: 3 clusters Score -1991865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1991867.625000 Penalty: 947.153931
	Iteration 44Q: 3 clusters Score -1991868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1991867.500000 Penalty: 947.153931
	Iteration 45Q: 3 clusters Score -1991868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1991870.750000 Penalty: 947.153931
	Iteration 46Q: 3 clusters Score -1991871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1991872.000000 Penalty: 947.153931
	Iteration 47Q: 3 clusters Score -1991872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1991872.375000 Penalty: 947.153931
	Iteration 48Q: 3 clusters Score -1991872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1991883.375000 Penalty: 947.153931
	Iteration 49Q: 3 clusters Score -1991883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1991885.250000 Penalty: 947.153931
	Iteration 50Q: 3 clusters Score -1991885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1991887.250000 Penalty: 947.153931
	Iteration 51Q: 3 clusters Score -1991887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1991888.125000 Penalty: 947.153931
	Iteration 52Q: 3 clusters Score -1991888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1991888.750000 Penalty: 947.153931
	Iteration 53Q: 3 clusters Score -1991889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1991886.375000 Penalty: 947.153931
	Iteration 54Q: 3 clusters Score -1991886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1991895.125000 Penalty: 947.153931
	Iteration 55Q: 3 clusters Score -1991895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1991891.250000 Penalty: 947.153931
	Iteration 56Q: 3 clusters Score -1991891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1991895.750000 Penalty: 947.153931
	Iteration 57Q: 3 clusters Score -1991896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1991895.750000 Penalty: 947.153931
	Iteration 58Q: 3 clusters Score -1991896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1991893.500000 Penalty: 947.153931
	Iteration 59Q: 3 clusters Score -1991894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1991893.625000 Penalty: 947.153931
	Iteration 60F: 3 clusters Score -1991894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1991892.125000 Penalty: 947.153931
	Iteration 61Q: 3 clusters Score -1991892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1991889.250000 Penalty: 947.153931
	Iteration 62Q: 3 clusters Score -1991889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1991891.000000 Penalty: 947.153931
	Iteration 63Q: 3 clusters Score -1991891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1991895.250000 Penalty: 947.153931
	Iteration 64Q: 3 clusters Score -1991895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1991895.625000 Penalty: 947.153931
	Iteration 65Q: 3 clusters Score -1991896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1991892.750000 Penalty: 947.153931
	Iteration 66Q: 3 clusters Score -1991893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1991896.375000 Penalty: 947.153931
	Iteration 67Q: 3 clusters Score -1991896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1991897.750000 Penalty: 947.153931
	Iteration 68Q: 3 clusters Score -1991898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1991895.000000 Penalty: 947.153931
	Iteration 69Q: 3 clusters Score -1991895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1991897.625000 Penalty: 947.153931
	Iteration 70Q: 3 clusters Score -1991898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1991897.750000 Penalty: 947.153931
	Iteration 71Q: 3 clusters Score -1991898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1991898.875000 Penalty: 947.153931
	Iteration 72Q: 3 clusters Score -1991899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1991896.125000 Penalty: 947.153931
	Iteration 73Q: 3 clusters Score -1991896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1991895.375000 Penalty: 947.153931
	Iteration 74Q: 3 clusters Score -1991895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1991896.125000 Penalty: 947.153931
	Iteration 75Q: 3 clusters Score -1991896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1991894.875000 Penalty: 947.153931
	Iteration 76Q: 3 clusters Score -1991895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1991895.750000 Penalty: 947.153931
	Iteration 77Q: 3 clusters Score -1991896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1991898.500000 Penalty: 947.153931
	Iteration 78Q: 3 clusters Score -1991898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1991898.250000 Penalty: 947.153931
	Iteration 79Q: 3 clusters Score -1991898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1991894.500000 Penalty: 947.153931
	Iteration 80F: 3 clusters Score -1991894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1991894.875000 Penalty: 947.153931
	Iteration 81Q: 3 clusters Score -1991895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1991897.000000 Penalty: 947.153931
	Iteration 82Q: 3 clusters Score -1991897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1991897.125000 Penalty: 947.153931
	Iteration 83Q: 3 clusters Score -1991897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1991900.250000 Penalty: 947.153931
	Iteration 84Q: 3 clusters Score -1991900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1991898.500000 Penalty: 947.153931
	Iteration 85Q: 3 clusters Score -1991898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1991900.375000 Penalty: 947.153931
	Iteration 86Q: 3 clusters Score -1991900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1991894.250000 Penalty: 947.153931
	Iteration 87Q: 3 clusters Score -1991894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1991893.625000 Penalty: 947.153931
	Iteration 88Q: 3 clusters Score -1991894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1991897.125000 Penalty: 947.153931
	Iteration 89Q: 3 clusters Score -1991897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1991894.250000 Penalty: 947.153931
	Iteration 90Q: 3 clusters Score -1991894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1991891.000000 Penalty: 947.153931
	Iteration 91Q: 3 clusters Score -1991891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1991892.375000 Penalty: 947.153931
	Iteration 92Q: 3 clusters Score -1991892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1991897.750000 Penalty: 947.153931
	Iteration 93Q: 3 clusters Score -1991898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1991901.000000 Penalty: 947.153931
	Iteration 94Q: 3 clusters Score -1991901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1991900.125000 Penalty: 947.153931
	Iteration 95Q: 3 clusters Score -1991900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1991896.250000 Penalty: 947.153931
	Iteration 96Q: 3 clusters Score -1991896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1991897.125000 Penalty: 947.153931
	Iteration 97Q: 3 clusters Score -1991897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1991897.000000 Penalty: 947.153931
	Iteration 98Q: 3 clusters Score -1991897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1991897.625000 Penalty: 947.153931
	Iteration 99Q: 3 clusters Score -1991898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1991899.625000 Penalty: 947.153931
	Iteration 100F: 3 clusters Score -1991900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1991899.000000 Penalty: 947.153931
	Iteration 101Q: 3 clusters Score -1991899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1991899.375000 Penalty: 947.153931
	Iteration 102Q: 3 clusters Score -1991899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1991900.000000 Penalty: 947.153931
	Iteration 103Q: 3 clusters Score -1991900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1991900.375000 Penalty: 947.153931
	Iteration 104Q: 3 clusters Score -1991900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1991899.375000 Penalty: 947.153931
	Iteration 105Q: 3 clusters Score -1991899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1991897.875000 Penalty: 947.153931
	Iteration 106Q: 3 clusters Score -1991898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1991897.250000 Penalty: 947.153931
	Iteration 107Q: 3 clusters Score -1991897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1991897.250000 Penalty: 947.153931
	Iteration 108F: 3 clusters Score -1991897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Entering Unmasked Estep 
Score: -5813296.500000 Penalty: 522.394470
	Iteration 0F: 2 clusters Score -5813296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -5748417.500000 Penalty: 1044.788940
	Iteration 0F: 3 clusters Score -5748418 nChanged 47464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -5776548.000000 Penalty: 1044.788940
	Iteration 1F: 3 clusters Score -5776548 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -5777919.500000 Penalty: 1044.788940
	Iteration 2Q: 3 clusters Score -5777920 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -5780279.000000 Penalty: 1044.788940
	Iteration 3Q: 3 clusters Score -5780279 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -5784303.500000 Penalty: 1044.788940
	Iteration 4F: 3 clusters Score -5784304 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -5790427.000000 Penalty: 1044.788940
	Iteration 5F: 3 clusters Score -5790427 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -5796511.500000 Penalty: 1044.788940
	Iteration 6F: 3 clusters Score -5796512 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -5800313.000000 Penalty: 1044.788940
	Iteration 7F: 3 clusters Score -5800313 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -5801945.500000 Penalty: 1044.788940
	Iteration 8Q: 3 clusters Score -5801946 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -5802680.000000 Penalty: 1044.788940
	Iteration 9Q: 3 clusters Score -5802680 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -5803045.500000 Penalty: 1044.788940
	Iteration 10Q: 3 clusters Score -5803046 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -5803305.500000 Penalty: 1044.788940
	Iteration 11Q: 3 clusters Score -5803306 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -5803546.000000 Penalty: 1044.788940
	Iteration 12Q: 3 clusters Score -5803546 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -5803753.000000 Penalty: 1044.788940
	Iteration 13Q: 3 clusters Score -5803753 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -5803969.500000 Penalty: 1044.788940
	Iteration 14Q: 3 clusters Score -5803970 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -5804144.500000 Penalty: 1044.788940
	Iteration 15Q: 3 clusters Score -5804144 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -5804361.500000 Penalty: 1044.788940
	Iteration 16Q: 3 clusters Score -5804362 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -5804521.000000 Penalty: 1044.788940
	Iteration 17Q: 3 clusters Score -5804521 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -5804722.000000 Penalty: 1044.788940
	Iteration 18Q: 3 clusters Score -5804722 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -5804951.500000 Penalty: 1044.788940
	Iteration 19Q: 3 clusters Score -5804952 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -5805206.500000 Penalty: 1044.788940
	Iteration 20F: 3 clusters Score -5805206 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -5805427.000000 Penalty: 1044.788940
	Iteration 21Q: 3 clusters Score -5805427 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5805661.500000 Penalty: 1044.788940
	Iteration 22Q: 3 clusters Score -5805662 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -5805928.500000 Penalty: 1044.788940
	Iteration 23Q: 3 clusters Score -5805928 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -5806145.000000 Penalty: 1044.788940
	Iteration 24Q: 3 clusters Score -5806145 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5806357.500000 Penalty: 1044.788940
	Iteration 25Q: 3 clusters Score -5806358 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5806542.000000 Penalty: 1044.788940
	Iteration 26Q: 3 clusters Score -5806542 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -5806717.000000 Penalty: 1044.788940
	Iteration 27Q: 3 clusters Score -5806717 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5806811.000000 Penalty: 1044.788940
	Iteration 28Q: 3 clusters Score -5806811 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -5806921.500000 Penalty: 1044.788940
	Iteration 29Q: 3 clusters Score -5806922 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5806989.000000 Penalty: 1044.788940
	Iteration 30Q: 3 clusters Score -5806989 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -5807097.500000 Penalty: 1044.788940
	Iteration 31Q: 3 clusters Score -5807098 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5807177.500000 Penalty: 1044.788940
	Iteration 32Q: 3 clusters Score -5807178 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5807266.500000 Penalty: 1044.788940
	Iteration 33Q: 3 clusters Score -5807266 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5807346.000000 Penalty: 1044.788940
	Iteration 34Q: 3 clusters Score -5807346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5807417.500000 Penalty: 1044.788940
	Iteration 35Q: 3 clusters Score -5807418 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5807539.000000 Penalty: 1044.788940
	Iteration 36Q: 3 clusters Score -5807539 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5807630.500000 Penalty: 1044.788940
	Iteration 37Q: 3 clusters Score -5807630 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5807714.000000 Penalty: 1044.788940
	Iteration 38Q: 3 clusters Score -5807714 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5807822.000000 Penalty: 1044.788940
	Iteration 39Q: 3 clusters Score -5807822 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5807906.500000 Penalty: 1044.788940
	Iteration 40F: 3 clusters Score -5807906 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5807976.500000 Penalty: 1044.788940
	Iteration 41Q: 3 clusters Score -5807976 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5808077.000000 Penalty: 1044.788940
	Iteration 42Q: 3 clusters Score -5808077 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5808150.000000 Penalty: 1044.788940
	Iteration 43Q: 3 clusters Score -5808150 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5808249.500000 Penalty: 1044.788940
	Iteration 44Q: 3 clusters Score -5808250 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5808331.000000 Penalty: 1044.788940
	Iteration 45Q: 3 clusters Score -5808331 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -5808445.500000 Penalty: 1044.788940
	Iteration 46Q: 3 clusters Score -5808446 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5808518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5808601 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5808674.500000 Penalty: 1044.788940
	Iteration 49Q: 3 clusters Score -5808674 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5808769 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5808893 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5809035 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5809146.500000 Penalty: 1044.788940
	Iteration 53Q: 3 clusters Score -5809146 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5809252 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5809364 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5809432 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5809560.500000 Penalty: 1044.788940
	Iteration 57Q: 3 clusters Score -5809560 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5809657.500000 Penalty: 1044.788940
	Iteration 58Q: 3 clusters Score -5809658 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5809785.500000 Penalty: 1044.788940
	Iteration 59Q: 3 clusters Score -5809786 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5809923.500000 Penalty: 1044.788940
	Iteration 60F: 3 clusters Score -5809924 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5810057.500000 Penalty: 1044.788940
	Iteration 61Q: 3 clusters Score -5810058 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5810151.500000 Penalty: 1044.788940
	Iteration 62Q: 3 clusters Score -5810152 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5810252 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5810336 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5810424 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5810510 nChanged 560
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5810612 nChanged 594
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5810718 nChanged 580
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Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5810825 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5810924 nChanged 576
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5810996 nChanged 588
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Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5811120.000000 Penalty: 1044.788940
	Iteration 72Q: 3 clusters Score -5811120 nChanged 591
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Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5811240 nChanged 606
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5811350 nChanged 577
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5811434 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5811538 nChanged 586
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5811687 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5811809 nChanged 510
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Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5811893 nChanged 534
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5811980 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5812043 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5812144 nChanged 533
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Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5812215 nChanged 506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5812327 nChanged 518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5812460 nChanged 485
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Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5812516 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5812620 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5812704 nChanged 400
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Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5812736 nChanged 402
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Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5812824 nChanged 354
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5812879 nChanged 355
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Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5812940 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5813014.000000 Penalty: 1044.788940
	Iteration 93Q: 3 clusters Score -5813014 nChanged 338
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Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5813061.500000 Penalty: 1044.788940
	Iteration 94Q: 3 clusters Score -5813062 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5813144.000000 Penalty: 1044.788940
	Iteration 95Q: 3 clusters Score -5813144 nChanged 290
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Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5813173 nChanged 261
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -5813158.500000 Penalty: 1044.788940
	Iteration 97Q: 3 clusters Score -5813158 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -5813203.500000 Penalty: 1044.788940
	Iteration 98Q: 3 clusters Score -5813204 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -5813231.000000 Penalty: 1044.788940
	Iteration 99Q: 3 clusters Score -5813231 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -5813276.500000 Penalty: 1044.788940
	Iteration 100F: 3 clusters Score -5813276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -5813302.000000 Penalty: 1044.788940
	Iteration 101Q: 3 clusters Score -5813302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5813355.500000 Penalty: 1044.788940
	Iteration 102Q: 3 clusters Score -5813356 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5813358 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5813409 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -5813442.500000 Penalty: 1044.788940
	Iteration 105Q: 3 clusters Score -5813442 nChanged 232
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Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5813493.500000 Penalty: 1044.788940
	Iteration 106Q: 3 clusters Score -5813494 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5813510 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5813521.000000 Penalty: 1044.788940
	Iteration 108Q: 3 clusters Score -5813521 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5813573.000000 Penalty: 1044.788940
	Iteration 109Q: 3 clusters Score -5813573 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5813579 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5813580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5813590 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -5813605.000000 Penalty: 1044.788940
	Iteration 113Q: 3 clusters Score -5813605 nChanged 164
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Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5813588 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5813606 nChanged 162
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Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5813606 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5813596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5813605 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -5813620.000000 Penalty: 1044.788940
	Iteration 119Q: 3 clusters Score -5813620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5813618.500000 Penalty: 1044.788940
	Iteration 120F: 3 clusters Score -5813618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -5813622.500000 Penalty: 1044.788940
	Iteration 121Q: 3 clusters Score -5813622 nChanged 139
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Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5813606 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91480 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5813614 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5813616 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5813620 nChanged 171
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Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5813641.000000 Penalty: 1044.788940
	Iteration 126Q: 3 clusters Score -5813641 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5813626.500000 Penalty: 1044.788940
	Iteration 127Q: 3 clusters Score -5813626 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5813647.500000 Penalty: 1044.788940
	Iteration 128Q: 3 clusters Score -5813648 nChanged 127
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Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5813642.500000 Penalty: 1044.788940
	Iteration 129Q: 3 clusters Score -5813642 nChanged 113
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Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5813631.000000 Penalty: 1044.788940
	Iteration 130Q: 3 clusters Score -5813631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5813655.000000 Penalty: 1044.788940
	Iteration 131Q: 3 clusters Score -5813655 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5813652.000000 Penalty: 1044.788940
	Iteration 132Q: 3 clusters Score -5813652 nChanged 99
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Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5813647 nChanged 90
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Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5813648 nChanged 93
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Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5813634.000000 Penalty: 1044.788940
	Iteration 135Q: 3 clusters Score -5813634 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5813616.000000 Penalty: 1044.788940
	Iteration 136Q: 3 clusters Score -5813616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5813635.000000 Penalty: 1044.788940
	Iteration 137Q: 3 clusters Score -5813635 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5813622.500000 Penalty: 1044.788940
	Iteration 138Q: 3 clusters Score -5813622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5813591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5813585 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5813586 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5813578 nChanged 45
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Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5813547.000000 Penalty: 1044.788940
	Iteration 146Q: 3 clusters Score -5813547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5813552.000000 Penalty: 1044.788940
	Iteration 147Q: 3 clusters Score -5813552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5813537.500000 Penalty: 1044.788940
	Iteration 148Q: 3 clusters Score -5813538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5813538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5813531.500000 Penalty: 1044.788940
	Iteration 150Q: 3 clusters Score -5813532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5813518.500000 Penalty: 1044.788940
	Iteration 151Q: 3 clusters Score -5813518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5813513.500000 Penalty: 1044.788940
	Iteration 152Q: 3 clusters Score -5813514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5813514.500000 Penalty: 1044.788940
	Iteration 153Q: 3 clusters Score -5813514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5813517.500000 Penalty: 1044.788940
	Iteration 154Q: 3 clusters Score -5813518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5813514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5813506.000000 Penalty: 1044.788940
	Iteration 156Q: 3 clusters Score -5813506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5813503.000000 Penalty: 1044.788940
	Iteration 157Q: 3 clusters Score -5813503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5813504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5813502.000000 Penalty: 1044.788940
	Iteration 159Q: 3 clusters Score -5813502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5813498.000000 Penalty: 1044.788940
	Iteration 160F: 3 clusters Score -5813498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5813496.000000 Penalty: 1044.788940
	Iteration 161Q: 3 clusters Score -5813496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5813495.500000 Penalty: 1044.788940
	Iteration 162Q: 3 clusters Score -5813496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5813502.500000 Penalty: 1044.788940
	Iteration 163Q: 3 clusters Score -5813502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5813504.500000 Penalty: 1044.788940
	Iteration 164Q: 3 clusters Score -5813504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5813503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5813499.000000 Penalty: 1044.788940
	Iteration 166Q: 3 clusters Score -5813499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5813497.500000 Penalty: 1044.788940
	Iteration 167Q: 3 clusters Score -5813498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5813504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5813496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5813490.500000 Penalty: 1044.788940
	Iteration 170Q: 3 clusters Score -5813490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5813474.000000 Penalty: 1044.788940
	Iteration 171Q: 3 clusters Score -5813474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5813473.500000 Penalty: 1044.788940
	Iteration 172Q: 3 clusters Score -5813474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5813470.000000 Penalty: 1044.788940
	Iteration 173Q: 3 clusters Score -5813470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5813467.500000 Penalty: 1044.788940
	Iteration 174Q: 3 clusters Score -5813468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5813465.500000 Penalty: 1044.788940
	Iteration 175Q: 3 clusters Score -5813466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5813463.500000 Penalty: 1044.788940
	Iteration 176Q: 3 clusters Score -5813464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5813458.000000 Penalty: 1044.788940
	Iteration 177Q: 3 clusters Score -5813458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5813456.000000 Penalty: 1044.788940
	Iteration 178Q: 3 clusters Score -5813456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5813454.500000 Penalty: 1044.788940
	Iteration 179Q: 3 clusters Score -5813454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5813451.000000 Penalty: 1044.788940
	Iteration 180F: 3 clusters Score -5813451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5813431.500000 Penalty: 1044.788940
	Iteration 181Q: 3 clusters Score -5813432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5813432.500000 Penalty: 1044.788940
	Iteration 182Q: 3 clusters Score -5813432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5813433.000000 Penalty: 1044.788940
	Iteration 183Q: 3 clusters Score -5813433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5813432.500000 Penalty: 1044.788940
	Iteration 184Q: 3 clusters Score -5813432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5813429.000000 Penalty: 1044.788940
	Iteration 185Q: 3 clusters Score -5813429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5813427.500000 Penalty: 1044.788940
	Iteration 186Q: 3 clusters Score -5813428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5813420.000000 Penalty: 1044.788940
	Iteration 187Q: 3 clusters Score -5813420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5813422.500000 Penalty: 1044.788940
	Iteration 188Q: 3 clusters Score -5813422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5813428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5813425.500000 Penalty: 1044.788940
	Iteration 190Q: 3 clusters Score -5813426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5813426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5813426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5813414.500000 Penalty: 1044.788940
	Iteration 193Q: 3 clusters Score -5813414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5813401.000000 Penalty: 1044.788940
	Iteration 194Q: 3 clusters Score -5813401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5813405.000000 Penalty: 1044.788940
	Iteration 195Q: 3 clusters Score -5813405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5813409.000000 Penalty: 1044.788940
	Iteration 196Q: 3 clusters Score -5813409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5813405.500000 Penalty: 1044.788940
	Iteration 197Q: 3 clusters Score -5813406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5813408.500000 Penalty: 1044.788940
	Iteration 198Q: 3 clusters Score -5813408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5813409.500000 Penalty: 1044.788940
	Iteration 199Q: 3 clusters Score -5813410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5813409.000000 Penalty: 1044.788940
	Iteration 200F: 3 clusters Score -5813409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5813397.000000 Penalty: 1044.788940
	Iteration 201Q: 3 clusters Score -5813397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5813391.500000 Penalty: 1044.788940
	Iteration 202Q: 3 clusters Score -5813392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5813390.500000 Penalty: 1044.788940
	Iteration 203Q: 3 clusters Score -5813390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5813387.000000 Penalty: 1044.788940
	Iteration 204Q: 3 clusters Score -5813387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5813383.000000 Penalty: 1044.788940
	Iteration 205Q: 3 clusters Score -5813383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5813365.000000 Penalty: 1044.788940
	Iteration 206Q: 3 clusters Score -5813365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5813377.500000 Penalty: 1044.788940
	Iteration 207Q: 3 clusters Score -5813378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5813373.500000 Penalty: 1044.788940
	Iteration 208Q: 3 clusters Score -5813374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5813373.000000 Penalty: 1044.788940
	Iteration 209Q: 3 clusters Score -5813373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5813367.500000 Penalty: 1044.788940
	Iteration 210Q: 3 clusters Score -5813368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5813368.000000 Penalty: 1044.788940
	Iteration 211Q: 3 clusters Score -5813368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5813373.000000 Penalty: 1044.788940
	Iteration 212Q: 3 clusters Score -5813373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5813375.500000 Penalty: 1044.788940
	Iteration 213Q: 3 clusters Score -5813376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5813375.500000 Penalty: 1044.788940
	Iteration 214Q: 3 clusters Score -5813376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5813375.500000 Penalty: 1044.788940
	Iteration 215Q: 3 clusters Score -5813376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5813370.000000 Penalty: 1044.788940
	Iteration 216Q: 3 clusters Score -5813370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5813360.500000 Penalty: 1044.788940
	Iteration 217Q: 3 clusters Score -5813360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5813358.000000 Penalty: 1044.788940
	Iteration 218Q: 3 clusters Score -5813358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5813360.000000 Penalty: 1044.788940
	Iteration 219Q: 3 clusters Score -5813360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5813362.500000 Penalty: 1044.788940
	Iteration 220F: 3 clusters Score -5813362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5813360.500000 Penalty: 1044.788940
	Iteration 221Q: 3 clusters Score -5813360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5813357.500000 Penalty: 1044.788940
	Iteration 222Q: 3 clusters Score -5813358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5813361.000000 Penalty: 1044.788940
	Iteration 223Q: 3 clusters Score -5813361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5813354.000000 Penalty: 1044.788940
	Iteration 224Q: 3 clusters Score -5813354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5813352.000000 Penalty: 1044.788940
	Iteration 225Q: 3 clusters Score -5813352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5813342.500000 Penalty: 1044.788940
	Iteration 226Q: 3 clusters Score -5813342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5813348.500000 Penalty: 1044.788940
	Iteration 227Q: 3 clusters Score -5813348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5813339.000000 Penalty: 1044.788940
	Iteration 228Q: 3 clusters Score -5813339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5813335.000000 Penalty: 1044.788940
	Iteration 229Q: 3 clusters Score -5813335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5813341.000000 Penalty: 1044.788940
	Iteration 230Q: 3 clusters Score -5813341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5813336.000000 Penalty: 1044.788940
	Iteration 231Q: 3 clusters Score -5813336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5813338.000000 Penalty: 1044.788940
	Iteration 232Q: 3 clusters Score -5813338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5813338.000000 Penalty: 1044.788940
	Iteration 233F: 3 clusters Score -5813338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 95115 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 1762 members 
Entering Unmasked Estep 
Score: -58206912.000000 Penalty: 52866.046875
Splitting cluster 3 changes total score from -58207180.000000 to -58206912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -192359.875000 Penalty: 368.169037
	Iteration 0F: 2 clusters Score -192359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -190098.531250 Penalty: 736.338074
	Iteration 0F: 3 clusters Score -190098.5 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -191011.171875 Penalty: 736.338074
	Iteration 1F: 3 clusters Score -191011.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -191192.671875 Penalty: 736.338074
	Iteration 2F: 3 clusters Score -191192.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191359.078125 Penalty: 736.338074
	Iteration 3F: 3 clusters Score -191359.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -191499.921875 Penalty: 736.338074
	Iteration 4F: 3 clusters Score -191499.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -191598.250000 Penalty: 736.338074
	Iteration 5Q: 3 clusters Score -191598.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -191676.406250 Penalty: 736.338074
	Iteration 6Q: 3 clusters Score -191676.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191728.312500 Penalty: 736.338074
	Iteration 7Q: 3 clusters Score -191728.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191770.187500 Penalty: 736.338074
	Iteration 8Q: 3 clusters Score -191770.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191817.156250 Penalty: 736.338074
	Iteration 9Q: 3 clusters Score -191817.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191863.031250 Penalty: 736.338074
	Iteration 10Q: 3 clusters Score -191863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -191896.484375 Penalty: 736.338074
	Iteration 11Q: 3 clusters Score -191896.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -191914.562500 Penalty: 736.338074
	Iteration 12Q: 3 clusters Score -191914.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191928.093750 Penalty: 736.338074
	Iteration 13Q: 3 clusters Score -191928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191941.890625 Penalty: 736.338074
	Iteration 14Q: 3 clusters Score -191941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -191948.406250 Penalty: 736.338074
	Iteration 15Q: 3 clusters Score -191948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -191954.750000 Penalty: 736.338074
	Iteration 16Q: 3 clusters Score -191954.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -191961.125000 Penalty: 736.338074
	Iteration 17Q: 3 clusters Score -191961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -191969.546875 Penalty: 736.338074
	Iteration 18Q: 3 clusters Score -191969.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -191981.093750 Penalty: 736.338074
	Iteration 19Q: 3 clusters Score -191981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -191997.390625 Penalty: 736.338074
	Iteration 20F: 3 clusters Score -191997.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -192009.109375 Penalty: 736.338074
	Iteration 21Q: 3 clusters Score -192009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -192015.031250 Penalty: 736.338074
	Iteration 22Q: 3 clusters Score -192015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -192018.781250 Penalty: 736.338074
	Iteration 23Q: 3 clusters Score -192018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -192021.734375 Penalty: 736.338074
	Iteration 24Q: 3 clusters Score -192021.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -192025.765625 Penalty: 736.338074
	Iteration 25Q: 3 clusters Score -192025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -192031.531250 Penalty: 736.338074
	Iteration 26Q: 3 clusters Score -192031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192035.343750 Penalty: 736.338074
	Iteration 27Q: 3 clusters Score -192035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -192039.437500 Penalty: 736.338074
	Iteration 28Q: 3 clusters Score -192039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -192041.859375 Penalty: 736.338074
	Iteration 29Q: 3 clusters Score -192041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -192043.984375 Penalty: 736.338074
	Iteration 30Q: 3 clusters Score -192044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -192046.218750 Penalty: 736.338074
	Iteration 31Q: 3 clusters Score -192046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -192048.937500 Penalty: 736.338074
	Iteration 32Q: 3 clusters Score -192048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -192053.562500 Penalty: 736.338074
	Iteration 33Q: 3 clusters Score -192053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -192058.656250 Penalty: 736.338074
	Iteration 34Q: 3 clusters Score -192058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -192063.500000 Penalty: 736.338074
	Iteration 35Q: 3 clusters Score -192063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -192068.531250 Penalty: 736.338074
	Iteration 36Q: 3 clusters Score -192068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -192071.109375 Penalty: 736.338074
	Iteration 37Q: 3 clusters Score -192071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -192071.937500 Penalty: 736.338074
	Iteration 38Q: 3 clusters Score -192071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -192073.437500 Penalty: 736.338074
	Iteration 39Q: 3 clusters Score -192073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -192074.093750 Penalty: 736.338074
	Iteration 40F: 3 clusters Score -192074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -192075.968750 Penalty: 736.338074
	Iteration 41Q: 3 clusters Score -192076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -192077.218750 Penalty: 736.338074
	Iteration 42Q: 3 clusters Score -192077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -192078.765625 Penalty: 736.338074
	Iteration 43Q: 3 clusters Score -192078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -192081.296875 Penalty: 736.338074
	Iteration 44Q: 3 clusters Score -192081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -192083.640625 Penalty: 736.338074
	Iteration 45Q: 3 clusters Score -192083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -192085.390625 Penalty: 736.338074
	Iteration 46Q: 3 clusters Score -192085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -192087.593750 Penalty: 736.338074
	Iteration 47Q: 3 clusters Score -192087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -192089.484375 Penalty: 736.338074
	Iteration 48Q: 3 clusters Score -192089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -192092.875000 Penalty: 736.338074
	Iteration 49Q: 3 clusters Score -192092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -192095.437500 Penalty: 736.338074
	Iteration 50Q: 3 clusters Score -192095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -192097.796875 Penalty: 736.338074
	Iteration 51Q: 3 clusters Score -192097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -192097.921875 Penalty: 736.338074
	Iteration 52Q: 3 clusters Score -192097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -192097.921875 Penalty: 736.338074
	Iteration 53F: 3 clusters Score -192097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Entering Unmasked Estep 
Score: -4374539.000000 Penalty: 509.455139
	Iteration 0F: 2 clusters Score -4374539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4325418.000000 Penalty: 1018.910278
	Iteration 0F: 3 clusters Score -4325418 nChanged 35508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4346846.000000 Penalty: 1018.910278
	Iteration 1F: 3 clusters Score -4346846 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4347882.000000 Penalty: 1018.910278
	Iteration 2Q: 3 clusters Score -4347882 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4349547.500000 Penalty: 1018.910278
	Iteration 3F: 3 clusters Score -4349548 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4351853.500000 Penalty: 1018.910278
	Iteration 4F: 3 clusters Score -4351854 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -4354886.500000 Penalty: 1018.910278
	Iteration 5F: 3 clusters Score -4354886 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4358514.500000 Penalty: 1018.910278
	Iteration 6F: 3 clusters Score -4358514 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4362156.000000 Penalty: 1018.910278
	Iteration 7F: 3 clusters Score -4362156 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4365537.000000 Penalty: 1018.910278
	Iteration 8F: 3 clusters Score -4365537 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4368038.000000 Penalty: 1018.910278
	Iteration 9Q: 3 clusters Score -4368038 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4369776.000000 Penalty: 1018.910278
	Iteration 10Q: 3 clusters Score -4369776 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4371029.500000 Penalty: 1018.910278
	Iteration 11Q: 3 clusters Score -4371030 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4371960.500000 Penalty: 1018.910278
	Iteration 12Q: 3 clusters Score -4371960 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4372762.000000 Penalty: 1018.910278
	Iteration 13Q: 3 clusters Score -4372762 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4373339.500000 Penalty: 1018.910278
	Iteration 14Q: 3 clusters Score -4373340 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4373734.500000 Penalty: 1018.910278
	Iteration 15Q: 3 clusters Score -4373734 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4373915.500000 Penalty: 1018.910278
	Iteration 16Q: 3 clusters Score -4373916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4374002.000000 Penalty: 1018.910278
	Iteration 17Q: 3 clusters Score -4374002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4374049.000000 Penalty: 1018.910278
	Iteration 18Q: 3 clusters Score -4374049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4374058.500000 Penalty: 1018.910278
	Iteration 19Q: 3 clusters Score -4374058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4374068.000000 Penalty: 1018.910278
	Iteration 20F: 3 clusters Score -4374068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4374080.500000 Penalty: 1018.910278
	Iteration 21Q: 3 clusters Score -4374080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4374085.000000 Penalty: 1018.910278
	Iteration 22Q: 3 clusters Score -4374085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4374086.500000 Penalty: 1018.910278
	Iteration 23Q: 3 clusters Score -4374086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4374087.500000 Penalty: 1018.910278
	Iteration 24Q: 3 clusters Score -4374088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4374088.000000 Penalty: 1018.910278
	Iteration 25Q: 3 clusters Score -4374088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4374088.000000 Penalty: 1018.910278
	Iteration 26F: 3 clusters Score -4374088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -7385.241211 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -7385.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7056.407715 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -7056.408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7233.771484 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -7233.771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7293.354004 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -7293.354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7337.007324 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -7337.007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7368.787598 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -7368.788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7385.906250 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -7385.906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7392.107422 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -7392.107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7398.969727 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -7398.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7400.408203 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -7400.408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7401.408203 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -7401.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7401.408203 Penalty: 536.390686
	Iteration 10F: 3 clusters Score -7401.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 101 members 
Entering Unmasked Estep 
Score: -58206892.000000 Penalty: 52866.046875
Splitting cluster 6 changes total score from -58207180.000000 to -58206892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -23293.132812 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -23293.13 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 185 members 
Entering Unmasked Estep 
Score: -22910.585938 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -22910.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23064.884766 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -23064.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23130.880859 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -23130.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23185.085938 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -23185.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23248.945312 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -23248.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23273.835938 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -23273.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23283.703125 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -23283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23285.890625 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -23285.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23287.009766 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -23287.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23287.009766 Penalty: 532.288574
	Iteration 9F: 3 clusters Score -23287.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (111161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Entering Unmasked Estep 
Score: -6675372.000000 Penalty: 528.652466
	Iteration 0F: 2 clusters Score -6675372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -6602020.000000 Penalty: 1057.304932
	Iteration 0F: 3 clusters Score -6602020 nChanged 54377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6635542.000000 Penalty: 1057.304932
	Iteration 1F: 3 clusters Score -6635542 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -6637858.000000 Penalty: 1057.304932
	Iteration 2Q: 3 clusters Score -6637858 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6641620.000000 Penalty: 1057.304932
	Iteration 3F: 3 clusters Score -6641620 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -6647246.000000 Penalty: 1057.304932
	Iteration 4F: 3 clusters Score -6647246 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6654486.000000 Penalty: 1057.304932
	Iteration 5F: 3 clusters Score -6654486 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6660565.000000 Penalty: 1057.304932
	Iteration 6F: 3 clusters Score -6660565 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -6663464.500000 Penalty: 1057.304932
	Iteration 7F: 3 clusters Score -6663464 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -6664852.000000 Penalty: 1057.304932
	Iteration 8Q: 3 clusters Score -6664852 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -6665993.500000 Penalty: 1057.304932
	Iteration 9Q: 3 clusters Score -6665994 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -6667034.500000 Penalty: 1057.304932
	Iteration 10Q: 3 clusters Score -6667034 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -6667970.000000 Penalty: 1057.304932
	Iteration 11Q: 3 clusters Score -6667970 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -6668787.500000 Penalty: 1057.304932
	Iteration 12Q: 3 clusters Score -6668788 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -6669447.500000 Penalty: 1057.304932
	Iteration 13Q: 3 clusters Score -6669448 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -6669901.500000 Penalty: 1057.304932
	Iteration 14Q: 3 clusters Score -6669902 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -6670233.500000 Penalty: 1057.304932
	Iteration 15Q: 3 clusters Score -6670234 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6670572.500000 Penalty: 1057.304932
	Iteration 16Q: 3 clusters Score -6670572 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -6670804.000000 Penalty: 1057.304932
	Iteration 17Q: 3 clusters Score -6670804 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -6671021.500000 Penalty: 1057.304932
	Iteration 18Q: 3 clusters Score -6671022 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -6671215.000000 Penalty: 1057.304932
	Iteration 19Q: 3 clusters Score -6671215 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6671367.500000 Penalty: 1057.304932
	Iteration 20F: 3 clusters Score -6671368 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -6671484.500000 Penalty: 1057.304932
	Iteration 21Q: 3 clusters Score -6671484 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -6671612.000000 Penalty: 1057.304932
	Iteration 22Q: 3 clusters Score -6671612 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -6671803.000000 Penalty: 1057.304932
	Iteration 23Q: 3 clusters Score -6671803 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6671994.000000 Penalty: 1057.304932
	Iteration 24Q: 3 clusters Score -6671994 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6672267.000000 Penalty: 1057.304932
	Iteration 25Q: 3 clusters Score -6672267 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -6672465.500000 Penalty: 1057.304932
	Iteration 26Q: 3 clusters Score -6672466 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6672670.500000 Penalty: 1057.304932
	Iteration 27Q: 3 clusters Score -6672670 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6672879.500000 Penalty: 1057.304932
	Iteration 28Q: 3 clusters Score -6672880 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6673106.500000 Penalty: 1057.304932
	Iteration 29Q: 3 clusters Score -6673106 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6673346.000000 Penalty: 1057.304932
	Iteration 30Q: 3 clusters Score -6673346 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -6673569.500000 Penalty: 1057.304932
	Iteration 31Q: 3 clusters Score -6673570 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -6673827.500000 Penalty: 1057.304932
	Iteration 32Q: 3 clusters Score -6673828 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -6674151.000000 Penalty: 1057.304932
	Iteration 33Q: 3 clusters Score -6674151 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -6674461.000000 Penalty: 1057.304932
	Iteration 34Q: 3 clusters Score -6674461 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -6674668.500000 Penalty: 1057.304932
	Iteration 35Q: 3 clusters Score -6674668 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6674979.000000 Penalty: 1057.304932
	Iteration 36Q: 3 clusters Score -6674979 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -6675294.500000 Penalty: 1057.304932
	Iteration 37Q: 3 clusters Score -6675294 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -6675582.500000 Penalty: 1057.304932
	Iteration 38Q: 3 clusters Score -6675582 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -6675800.000000 Penalty: 1057.304932
	Iteration 39Q: 3 clusters Score -6675800 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -6676005.500000 Penalty: 1057.304932
	Iteration 40F: 3 clusters Score -6676006 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6676178.500000 Penalty: 1057.304932
	Iteration 41Q: 3 clusters Score -6676178 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6676194.500000 Penalty: 1057.304932
	Iteration 42Q: 3 clusters Score -6676194 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6676190.000000 Penalty: 1057.304932
	Iteration 43Q: 3 clusters Score -6676190 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6676103.500000 Penalty: 1057.304932
	Iteration 44Q: 3 clusters Score -6676104 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6676096.000000 Penalty: 1057.304932
	Iteration 45Q: 3 clusters Score -6676096 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6676074.000000 Penalty: 1057.304932
	Iteration 46Q: 3 clusters Score -6676074 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6675995.000000 Penalty: 1057.304932
	Iteration 47Q: 3 clusters Score -6675995 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6675904.000000 Penalty: 1057.304932
	Iteration 48Q: 3 clusters Score -6675904 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6675802.500000 Penalty: 1057.304932
	Iteration 49Q: 3 clusters Score -6675802 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6675706.000000 Penalty: 1057.304932
	Iteration 50Q: 3 clusters Score -6675706 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6675663.500000 Penalty: 1057.304932
	Iteration 51Q: 3 clusters Score -6675664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6675625.500000 Penalty: 1057.304932
	Iteration 52Q: 3 clusters Score -6675626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6675572.500000 Penalty: 1057.304932
	Iteration 53Q: 3 clusters Score -6675572 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6675524.000000 Penalty: 1057.304932
	Iteration 54Q: 3 clusters Score -6675524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6675505.500000 Penalty: 1057.304932
	Iteration 55Q: 3 clusters Score -6675506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6675489.500000 Penalty: 1057.304932
	Iteration 56Q: 3 clusters Score -6675490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6675456.000000 Penalty: 1057.304932
	Iteration 57Q: 3 clusters Score -6675456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6675434.500000 Penalty: 1057.304932
	Iteration 58Q: 3 clusters Score -6675434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6675414.500000 Penalty: 1057.304932
	Iteration 59Q: 3 clusters Score -6675414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6675418.000000 Penalty: 1057.304932
	Iteration 60F: 3 clusters Score -6675418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6675417.500000 Penalty: 1057.304932
	Iteration 61Q: 3 clusters Score -6675418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6675412.500000 Penalty: 1057.304932
	Iteration 62Q: 3 clusters Score -6675412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6675415.500000 Penalty: 1057.304932
	Iteration 63Q: 3 clusters Score -6675416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6675416.000000 Penalty: 1057.304932
	Iteration 64Q: 3 clusters Score -6675416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6675424.000000 Penalty: 1057.304932
	Iteration 65Q: 3 clusters Score -6675424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6675415.000000 Penalty: 1057.304932
	Iteration 66Q: 3 clusters Score -6675415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6675409.000000 Penalty: 1057.304932
	Iteration 67Q: 3 clusters Score -6675409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6675410.000000 Penalty: 1057.304932
	Iteration 68Q: 3 clusters Score -6675410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6675406.000000 Penalty: 1057.304932
	Iteration 69Q: 3 clusters Score -6675406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6675396.500000 Penalty: 1057.304932
	Iteration 70Q: 3 clusters Score -6675396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6675396.500000 Penalty: 1057.304932
	Iteration 71Q: 3 clusters Score -6675396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6675396.500000 Penalty: 1057.304932
	Iteration 72F: 3 clusters Score -6675396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110797 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 364 members 
Entering Unmasked Estep 
Score: -58207048.000000 Penalty: 52866.046875
Splitting cluster 8 changes total score from -58207180.000000 to -58207048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14593.053711 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14593.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14687.069336 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14687.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14739.546875 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14739.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14793.933594 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14793.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14836.374023 Penalty: 506.371338
	Iteration 4F: 3 clusters Score -14836.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14859.933594 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -14859.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14862.912109 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14862.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14862.912109 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -14862.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Entering Unmasked Estep 
Score: -419305.593750 Penalty: 404.274963
	Iteration 0F: 2 clusters Score -419305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -414402.500000 Penalty: 808.549927
	Iteration 0F: 3 clusters Score -414402.5 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -416383.656250 Penalty: 808.549927
	Iteration 1F: 3 clusters Score -416383.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -416681.437500 Penalty: 808.549927
	Iteration 2F: 3 clusters Score -416681.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -417023.468750 Penalty: 808.549927
	Iteration 3F: 3 clusters Score -417023.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -417368.343750 Penalty: 808.549927
	Iteration 4F: 3 clusters Score -417368.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -417689.156250 Penalty: 808.549927
	Iteration 5F: 3 clusters Score -417689.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -417948.906250 Penalty: 808.549927
	Iteration 6Q: 3 clusters Score -417948.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -418169.250000 Penalty: 808.549927
	Iteration 7Q: 3 clusters Score -418169.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -418318.125000 Penalty: 808.549927
	Iteration 8Q: 3 clusters Score -418318.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -418411.937500 Penalty: 808.549927
	Iteration 9Q: 3 clusters Score -418411.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -418503.218750 Penalty: 808.549927
	Iteration 10Q: 3 clusters Score -418503.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -418588.000000 Penalty: 808.549927
	Iteration 11Q: 3 clusters Score -418588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -418661.750000 Penalty: 808.549927
	Iteration 12Q: 3 clusters Score -418661.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418721.750000 Penalty: 808.549927
	Iteration 13Q: 3 clusters Score -418721.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -418780.156250 Penalty: 808.549927
	Iteration 14Q: 3 clusters Score -418780.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -418811.625000 Penalty: 808.549927
	Iteration 15Q: 3 clusters Score -418811.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -418825.687500 Penalty: 808.549927
	Iteration 16Q: 3 clusters Score -418825.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418837.000000 Penalty: 808.549927
	Iteration 17Q: 3 clusters Score -418837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -418843.343750 Penalty: 808.549927
	Iteration 18Q: 3 clusters Score -418843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -418846.312500 Penalty: 808.549927
	Iteration 19Q: 3 clusters Score -418846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -418847.062500 Penalty: 808.549927
	Iteration 20F: 3 clusters Score -418847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -418849.437500 Penalty: 808.549927
	Iteration 21Q: 3 clusters Score -418849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -418850.843750 Penalty: 808.549927
	Iteration 22Q: 3 clusters Score -418850.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -418853.062500 Penalty: 808.549927
	Iteration 23Q: 3 clusters Score -418853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -418854.062500 Penalty: 808.549927
	Iteration 24Q: 3 clusters Score -418854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -418856.875000 Penalty: 808.549927
	Iteration 25Q: 3 clusters Score -418856.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -418858.968750 Penalty: 808.549927
	Iteration 26Q: 3 clusters Score -418859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -418863.500000 Penalty: 808.549927
	Iteration 27Q: 3 clusters Score -418863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -418866.156250 Penalty: 808.549927
	Iteration 28Q: 3 clusters Score -418866.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -418867.906250 Penalty: 808.549927
	Iteration 29Q: 3 clusters Score -418867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -418869.718750 Penalty: 808.549927
	Iteration 30Q: 3 clusters Score -418869.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -418870.437500 Penalty: 808.549927
	Iteration 31Q: 3 clusters Score -418870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -418871.218750 Penalty: 808.549927
	Iteration 32Q: 3 clusters Score -418871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -418872.656250 Penalty: 808.549927
	Iteration 33Q: 3 clusters Score -418872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -418874.968750 Penalty: 808.549927
	Iteration 34Q: 3 clusters Score -418875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -418875.343750 Penalty: 808.549927
	Iteration 35Q: 3 clusters Score -418875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -418876.031250 Penalty: 808.549927
	Iteration 36Q: 3 clusters Score -418876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -418875.750000 Penalty: 808.549927
	Iteration 37Q: 3 clusters Score -418875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -418877.125000 Penalty: 808.549927
	Iteration 38Q: 3 clusters Score -418877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -418878.906250 Penalty: 808.549927
	Iteration 39Q: 3 clusters Score -418878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -418881.187500 Penalty: 808.549927
	Iteration 40F: 3 clusters Score -418881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -418882.125000 Penalty: 808.549927
	Iteration 41Q: 3 clusters Score -418882.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -418884.375000 Penalty: 808.549927
	Iteration 42Q: 3 clusters Score -418884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -418886.562500 Penalty: 808.549927
	Iteration 43Q: 3 clusters Score -418886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -418887.687500 Penalty: 808.549927
	Iteration 44Q: 3 clusters Score -418887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -418888.843750 Penalty: 808.549927
	Iteration 45Q: 3 clusters Score -418888.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -418890.718750 Penalty: 808.549927
	Iteration 46Q: 3 clusters Score -418890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -418892.781250 Penalty: 808.549927
	Iteration 47Q: 3 clusters Score -418892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418894.093750 Penalty: 808.549927
	Iteration 48Q: 3 clusters Score -418894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -418894.656250 Penalty: 808.549927
	Iteration 49Q: 3 clusters Score -418894.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -418898.500000 Penalty: 808.549927
	Iteration 50Q: 3 clusters Score -418898.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -418899.906250 Penalty: 808.549927
	Iteration 51Q: 3 clusters Score -418899.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -418901.875000 Penalty: 808.549927
	Iteration 52Q: 3 clusters Score -418901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -418904.250000 Penalty: 808.549927
	Iteration 53Q: 3 clusters Score -418904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -418907.156250 Penalty: 808.549927
	Iteration 54Q: 3 clusters Score -418907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -418907.562500 Penalty: 808.549927
	Iteration 55Q: 3 clusters Score -418907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -418908.906250 Penalty: 808.549927
	Iteration 56Q: 3 clusters Score -418908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -418909.812500 Penalty: 808.549927
	Iteration 57Q: 3 clusters Score -418909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -418912.562500 Penalty: 808.549927
	Iteration 58Q: 3 clusters Score -418912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -418915.218750 Penalty: 808.549927
	Iteration 59Q: 3 clusters Score -418915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -418919.468750 Penalty: 808.549927
	Iteration 60F: 3 clusters Score -418919.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -418923.406250 Penalty: 808.549927
	Iteration 61Q: 3 clusters Score -418923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -418924.625000 Penalty: 808.549927
	Iteration 62Q: 3 clusters Score -418924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -418924.781250 Penalty: 808.549927
	Iteration 63Q: 3 clusters Score -418924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -418926.562500 Penalty: 808.549927
	Iteration 64Q: 3 clusters Score -418926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -418927.812500 Penalty: 808.549927
	Iteration 65Q: 3 clusters Score -418927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -418927.437500 Penalty: 808.549927
	Iteration 66Q: 3 clusters Score -418927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -418927.500000 Penalty: 808.549927
	Iteration 67Q: 3 clusters Score -418927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -418927.187500 Penalty: 808.549927
	Iteration 68Q: 3 clusters Score -418927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -418927.406250 Penalty: 808.549927
	Iteration 69Q: 3 clusters Score -418927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -418928.781250 Penalty: 808.549927
	Iteration 70Q: 3 clusters Score -418928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -418930.156250 Penalty: 808.549927
	Iteration 71Q: 3 clusters Score -418930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -418929.968750 Penalty: 808.549927
	Iteration 72Q: 3 clusters Score -418930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -418931.343750 Penalty: 808.549927
	Iteration 73Q: 3 clusters Score -418931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -418933.187500 Penalty: 808.549927
	Iteration 74Q: 3 clusters Score -418933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -418933.218750 Penalty: 808.549927
	Iteration 75Q: 3 clusters Score -418933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -418933.281250 Penalty: 808.549927
	Iteration 76Q: 3 clusters Score -418933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -418932.843750 Penalty: 808.549927
	Iteration 77Q: 3 clusters Score -418932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -418933.812500 Penalty: 808.549927
	Iteration 78Q: 3 clusters Score -418933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -418933.687500 Penalty: 808.549927
	Iteration 79Q: 3 clusters Score -418933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -418933.687500 Penalty: 808.549927
	Iteration 80F: 3 clusters Score -418933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Entering Unmasked Estep 
Score: -3790832.500000 Penalty: 501.860870
	Iteration 0F: 2 clusters Score -3790832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3749043.500000 Penalty: 1003.721741
	Iteration 0F: 3 clusters Score -3749044 nChanged 30029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3767755.000000 Penalty: 1003.721741
	Iteration 1F: 3 clusters Score -3767755 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3768825.500000 Penalty: 1003.721741
	Iteration 2Q: 3 clusters Score -3768826 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -3770261.000000 Penalty: 1003.721741
	Iteration 3F: 3 clusters Score -3770261 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3772385.500000 Penalty: 1003.721741
	Iteration 4F: 3 clusters Score -3772386 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -3775471.750000 Penalty: 1003.721741
	Iteration 5F: 3 clusters Score -3775472 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -3779387.000000 Penalty: 1003.721741
	Iteration 6F: 3 clusters Score -3779387 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -3782847.500000 Penalty: 1003.721741
	Iteration 7F: 3 clusters Score -3782848 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -3784594.750000 Penalty: 1003.721741
	Iteration 8Q: 3 clusters Score -3784595 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -3785314.000000 Penalty: 1003.721741
	Iteration 9Q: 3 clusters Score -3785314 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -3785851.250000 Penalty: 1003.721741
	Iteration 10Q: 3 clusters Score -3785851 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -3786332.500000 Penalty: 1003.721741
	Iteration 11Q: 3 clusters Score -3786332 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -3786692.750000 Penalty: 1003.721741
	Iteration 12Q: 3 clusters Score -3786693 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -3786966.500000 Penalty: 1003.721741
	Iteration 13Q: 3 clusters Score -3786966 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -3787215.500000 Penalty: 1003.721741
	Iteration 14Q: 3 clusters Score -3787216 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -3787415.750000 Penalty: 1003.721741
	Iteration 15Q: 3 clusters Score -3787416 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -3787624.500000 Penalty: 1003.721741
	Iteration 16Q: 3 clusters Score -3787624 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -3787801.250000 Penalty: 1003.721741
	Iteration 17Q: 3 clusters Score -3787801 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -3787944.250000 Penalty: 1003.721741
	Iteration 18Q: 3 clusters Score -3787944 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -3788069.000000 Penalty: 1003.721741
	Iteration 19Q: 3 clusters Score -3788069 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -3788203.750000 Penalty: 1003.721741
	Iteration 20F: 3 clusters Score -3788204 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -3788324.250000 Penalty: 1003.721741
	Iteration 21Q: 3 clusters Score -3788324 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -3788407.000000 Penalty: 1003.721741
	Iteration 22Q: 3 clusters Score -3788407 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -3788512.000000 Penalty: 1003.721741
	Iteration 23Q: 3 clusters Score -3788512 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -3788611.000000 Penalty: 1003.721741
	Iteration 24Q: 3 clusters Score -3788611 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -3788688.250000 Penalty: 1003.721741
	Iteration 25Q: 3 clusters Score -3788688 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -3788775.000000 Penalty: 1003.721741
	Iteration 26Q: 3 clusters Score -3788775 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -3788850.000000 Penalty: 1003.721741
	Iteration 27Q: 3 clusters Score -3788850 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -3788929.750000 Penalty: 1003.721741
	Iteration 28Q: 3 clusters Score -3788930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -3788998.500000 Penalty: 1003.721741
	Iteration 29Q: 3 clusters Score -3788998 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -3789057.000000 Penalty: 1003.721741
	Iteration 30Q: 3 clusters Score -3789057 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -3789143.000000 Penalty: 1003.721741
	Iteration 31Q: 3 clusters Score -3789143 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -3789224.000000 Penalty: 1003.721741
	Iteration 32Q: 3 clusters Score -3789224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -3789268.000000 Penalty: 1003.721741
	Iteration 33Q: 3 clusters Score -3789268 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -3789347.250000 Penalty: 1003.721741
	Iteration 34Q: 3 clusters Score -3789347 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -3789415.000000 Penalty: 1003.721741
	Iteration 35Q: 3 clusters Score -3789415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -3789483.750000 Penalty: 1003.721741
	Iteration 36Q: 3 clusters Score -3789484 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -3789587.250000 Penalty: 1003.721741
	Iteration 37Q: 3 clusters Score -3789587 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -3789683.500000 Penalty: 1003.721741
	Iteration 38Q: 3 clusters Score -3789684 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -3789760.500000 Penalty: 1003.721741
	Iteration 39Q: 3 clusters Score -3789760 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -3789824.250000 Penalty: 1003.721741
	Iteration 40F: 3 clusters Score -3789824 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -3789903.250000 Penalty: 1003.721741
	Iteration 41Q: 3 clusters Score -3789903 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -3789954.750000 Penalty: 1003.721741
	Iteration 42Q: 3 clusters Score -3789955 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -3790002.250000 Penalty: 1003.721741
	Iteration 43Q: 3 clusters Score -3790002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -3790050.750000 Penalty: 1003.721741
	Iteration 44Q: 3 clusters Score -3790051 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -3790088.500000 Penalty: 1003.721741
	Iteration 45Q: 3 clusters Score -3790088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -3790123.750000 Penalty: 1003.721741
	Iteration 46Q: 3 clusters Score -3790124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -3790159.500000 Penalty: 1003.721741
	Iteration 47Q: 3 clusters Score -3790160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -3790176.000000 Penalty: 1003.721741
	Iteration 48Q: 3 clusters Score -3790176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -3790189.250000 Penalty: 1003.721741
	Iteration 49Q: 3 clusters Score -3790189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -3790184.500000 Penalty: 1003.721741
	Iteration 50Q: 3 clusters Score -3790184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -3790211.250000 Penalty: 1003.721741
	Iteration 51Q: 3 clusters Score -3790211 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -3790232.250000 Penalty: 1003.721741
	Iteration 52Q: 3 clusters Score -3790232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -3790252.000000 Penalty: 1003.721741
	Iteration 53Q: 3 clusters Score -3790252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -3790272.750000 Penalty: 1003.721741
	Iteration 54Q: 3 clusters Score -3790273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -3790314.250000 Penalty: 1003.721741
	Iteration 55Q: 3 clusters Score -3790314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -3790335.750000 Penalty: 1003.721741
	Iteration 56Q: 3 clusters Score -3790336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -3790360.250000 Penalty: 1003.721741
	Iteration 57Q: 3 clusters Score -3790360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -3790378.500000 Penalty: 1003.721741
	Iteration 58Q: 3 clusters Score -3790378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -3790389.500000 Penalty: 1003.721741
	Iteration 59Q: 3 clusters Score -3790390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -3790393.000000 Penalty: 1003.721741
	Iteration 60F: 3 clusters Score -3790393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -3790397.750000 Penalty: 1003.721741
	Iteration 61Q: 3 clusters Score -3790398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -3790399.250000 Penalty: 1003.721741
	Iteration 62Q: 3 clusters Score -3790399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -3790415.500000 Penalty: 1003.721741
	Iteration 63Q: 3 clusters Score -3790416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -3790419.250000 Penalty: 1003.721741
	Iteration 64Q: 3 clusters Score -3790419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -3790417.750000 Penalty: 1003.721741
	Iteration 65Q: 3 clusters Score -3790418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -3790427.250000 Penalty: 1003.721741
	Iteration 66Q: 3 clusters Score -3790427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -3790427.250000 Penalty: 1003.721741
	Iteration 67Q: 3 clusters Score -3790427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -3790433.000000 Penalty: 1003.721741
	Iteration 68Q: 3 clusters Score -3790433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -3790439.750000 Penalty: 1003.721741
	Iteration 69Q: 3 clusters Score -3790440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -3790436.000000 Penalty: 1003.721741
	Iteration 70Q: 3 clusters Score -3790436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -3790445.500000 Penalty: 1003.721741
	Iteration 71Q: 3 clusters Score -3790446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -3790437.750000 Penalty: 1003.721741
	Iteration 72Q: 3 clusters Score -3790438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -3790441.250000 Penalty: 1003.721741
	Iteration 73Q: 3 clusters Score -3790441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -3790435.250000 Penalty: 1003.721741
	Iteration 74Q: 3 clusters Score -3790435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -3790438.000000 Penalty: 1003.721741
	Iteration 75Q: 3 clusters Score -3790438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -3790438.750000 Penalty: 1003.721741
	Iteration 76Q: 3 clusters Score -3790439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -3790439.500000 Penalty: 1003.721741
	Iteration 77Q: 3 clusters Score -3790440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -3790439.750000 Penalty: 1003.721741
	Iteration 78Q: 3 clusters Score -3790440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -3790435.000000 Penalty: 1003.721741
	Iteration 79Q: 3 clusters Score -3790435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -3790442.750000 Penalty: 1003.721741
	Iteration 80F: 3 clusters Score -3790443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -3790443.250000 Penalty: 1003.721741
	Iteration 81Q: 3 clusters Score -3790443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -3790447.250000 Penalty: 1003.721741
	Iteration 82Q: 3 clusters Score -3790447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -3790454.750000 Penalty: 1003.721741
	Iteration 83Q: 3 clusters Score -3790455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -3790450.000000 Penalty: 1003.721741
	Iteration 84Q: 3 clusters Score -3790450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -3790446.750000 Penalty: 1003.721741
	Iteration 85Q: 3 clusters Score -3790447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -3790446.750000 Penalty: 1003.721741
	Iteration 86Q: 3 clusters Score -3790447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -3790446.500000 Penalty: 1003.721741
	Iteration 87Q: 3 clusters Score -3790446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -3790449.500000 Penalty: 1003.721741
	Iteration 88Q: 3 clusters Score -3790450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -3790453.500000 Penalty: 1003.721741
	Iteration 89Q: 3 clusters Score -3790454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -3790451.000000 Penalty: 1003.721741
	Iteration 90Q: 3 clusters Score -3790451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -3790448.750000 Penalty: 1003.721741
	Iteration 91Q: 3 clusters Score -3790449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -3790446.750000 Penalty: 1003.721741
	Iteration 92Q: 3 clusters Score -3790447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -3790448.000000 Penalty: 1003.721741
	Iteration 93Q: 3 clusters Score -3790448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -3790443.250000 Penalty: 1003.721741
	Iteration 94Q: 3 clusters Score -3790443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -3790442.500000 Penalty: 1003.721741
	Iteration 95Q: 3 clusters Score -3790442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -3790444.500000 Penalty: 1003.721741
	Iteration 96Q: 3 clusters Score -3790444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -3790444.250000 Penalty: 1003.721741
	Iteration 97Q: 3 clusters Score -3790444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -3790443.000000 Penalty: 1003.721741
	Iteration 98Q: 3 clusters Score -3790443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -3790442.000000 Penalty: 1003.721741
	Iteration 99Q: 3 clusters Score -3790442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -3790443.250000 Penalty: 1003.721741
	Iteration 100F: 3 clusters Score -3790443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -3790443.250000 Penalty: 1003.721741
	Iteration 101Q: 3 clusters Score -3790443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -3790441.250000 Penalty: 1003.721741
	Iteration 102Q: 3 clusters Score -3790441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -3790441.000000 Penalty: 1003.721741
	Iteration 103Q: 3 clusters Score -3790441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -3790444.500000 Penalty: 1003.721741
	Iteration 104Q: 3 clusters Score -3790444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -3790444.500000 Penalty: 1003.721741
	Iteration 105F: 3 clusters Score -3790444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -30311.542969 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -30311.54 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 249 members 
Entering Unmasked Estep 
Score: -29853.396484 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -29853.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29974.287109 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -29974.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30001.189453 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -30001.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30025.576172 Penalty: 561.052979
	Iteration 3Q: 3 clusters Score -30025.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30042.130859 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -30042.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30049.021484 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -30049.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30055.427734 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -30055.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30058.998047 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -30059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30060.060547 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -30060.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30060.685547 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -30060.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30062.656250 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -30062.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30066.845703 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -30066.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30072.015625 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -30072.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30079.910156 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -30079.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30089.281250 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -30089.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30103.191406 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -30103.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30122.439453 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -30122.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30130.226562 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -30130.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30141.710938 Penalty: 561.052979
	Iteration 18Q: 3 clusters Score -30141.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30150.527344 Penalty: 561.052979
	Iteration 19Q: 3 clusters Score -30150.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30156.056641 Penalty: 561.052979
	Iteration 20F: 3 clusters Score -30156.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30159.660156 Penalty: 561.052979
	Iteration 21Q: 3 clusters Score -30159.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30160.695312 Penalty: 561.052979
	Iteration 22Q: 3 clusters Score -30160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30160.695312 Penalty: 561.052979
	Iteration 23F: 3 clusters Score -30160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -61984.343750 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -61984.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61132.960938 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -61132.96 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -61402.933594 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -61402.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61501.878906 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -61501.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61553.421875 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -61553.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -61598.773438 Penalty: 633.994019
	Iteration 4Q: 3 clusters Score -61598.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61633.441406 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -61633.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61659.375000 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -61659.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61678.402344 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -61678.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61695.664062 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -61695.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61707.195312 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -61707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61715.171875 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -61715.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61722.550781 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -61722.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61727.507812 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -61727.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61734.714844 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -61734.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -61740.503906 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -61740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61746.027344 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -61746.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -61757.074219 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -61757.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61761.863281 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -61761.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61765.640625 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -61765.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61773.496094 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -61773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61777.417969 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -61777.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61779.355469 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -61779.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61779.746094 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -61779.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61779.925781 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -61779.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61780.402344 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -61780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61780.593750 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -61780.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61780.593750 Penalty: 633.994019
	Iteration 26F: 3 clusters Score -61780.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 358 members 
Entering Unmasked Estep 
Score: -37638.652344 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37638.65 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37774.066406 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37774.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37808.285156 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37808.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37829.375000 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37829.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37840.246094 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37840.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37852.929688 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37852.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37859.757812 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37859.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37867.457031 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37867.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37875.808594 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37875.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37884.070312 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37884.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37889.671875 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37889.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37895.593750 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37895.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37901.339844 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37901.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37906.535156 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37906.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -37908.597656 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37909.804688 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -37909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -37910.699219 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -37910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -37912.437500 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -37912.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37914.136719 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -37914.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37916.480469 Penalty: 590.931580
	Iteration 19Q: 3 clusters Score -37916.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -37918.859375 Penalty: 590.931580
	Iteration 20F: 3 clusters Score -37918.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -37920.406250 Penalty: 590.931580
	Iteration 21Q: 3 clusters Score -37920.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -37923.445312 Penalty: 590.931580
	Iteration 22Q: 3 clusters Score -37923.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37927.808594 Penalty: 590.931580
	Iteration 23Q: 3 clusters Score -37927.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -37930.039062 Penalty: 590.931580
	Iteration 24Q: 3 clusters Score -37930.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37936.441406 Penalty: 590.931580
	Iteration 25Q: 3 clusters Score -37936.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37939.289062 Penalty: 590.931580
	Iteration 26Q: 3 clusters Score -37939.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -37940.058594 Penalty: 590.931580
	Iteration 27Q: 3 clusters Score -37940.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -37940.058594 Penalty: 590.931580
	Iteration 28F: 3 clusters Score -37940.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16691.113281 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16691.11 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16790.990234 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16790.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16840.757812 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16840.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16872.683594 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -16872.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16897.785156 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16897.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16913.056641 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16913.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16915.439453 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16915.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16918.201172 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16919.574219 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -16919.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16920.773438 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -16920.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16920.773438 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -16920.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Entering Unmasked Estep 
Score: -7664260.000000 Penalty: 535.212219
	Iteration 0F: 2 clusters Score -7664260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -7582064.000000 Penalty: 1070.424438
	Iteration 0F: 3 clusters Score -7582064 nChanged 62847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -7619337.000000 Penalty: 1070.424438
	Iteration 1F: 3 clusters Score -7619337 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -7620416.500000 Penalty: 1070.424438
	Iteration 2Q: 3 clusters Score -7620416 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -7622069.500000 Penalty: 1070.424438
	Iteration 3Q: 3 clusters Score -7622070 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -7624918.500000 Penalty: 1070.424438
	Iteration 4Q: 3 clusters Score -7624918 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -7629773.000000 Penalty: 1070.424438
	Iteration 5F: 3 clusters Score -7629773 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -7637030.500000 Penalty: 1070.424438
	Iteration 6F: 3 clusters Score -7637030 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -7643904.000000 Penalty: 1070.424438
	Iteration 7F: 3 clusters Score -7643904 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -7647023.500000 Penalty: 1070.424438
	Iteration 8F: 3 clusters Score -7647024 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -7647941.500000 Penalty: 1070.424438
	Iteration 9Q: 3 clusters Score -7647942 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -7648516.500000 Penalty: 1070.424438
	Iteration 10Q: 3 clusters Score -7648516 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -7649194.000000 Penalty: 1070.424438
	Iteration 11Q: 3 clusters Score -7649194 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -7649921.000000 Penalty: 1070.424438
	Iteration 12Q: 3 clusters Score -7649921 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -7650613.500000 Penalty: 1070.424438
	Iteration 13Q: 3 clusters Score -7650614 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -7651386.000000 Penalty: 1070.424438
	Iteration 14Q: 3 clusters Score -7651386 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -7652299.500000 Penalty: 1070.424438
	Iteration 15Q: 3 clusters Score -7652300 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -7653269.500000 Penalty: 1070.424438
	Iteration 16Q: 3 clusters Score -7653270 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -7654433.000000 Penalty: 1070.424438
	Iteration 17Q: 3 clusters Score -7654433 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -7655616.000000 Penalty: 1070.424438
	Iteration 18Q: 3 clusters Score -7655616 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -7656807.000000 Penalty: 1070.424438
	Iteration 19Q: 3 clusters Score -7656807 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -7658115.000000 Penalty: 1070.424438
	Iteration 20F: 3 clusters Score -7658115 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -7659287.500000 Penalty: 1070.424438
	Iteration 21Q: 3 clusters Score -7659288 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -7660417.000000 Penalty: 1070.424438
	Iteration 22Q: 3 clusters Score -7660417 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -7661404.500000 Penalty: 1070.424438
	Iteration 23Q: 3 clusters Score -7661404 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -7662215.000000 Penalty: 1070.424438
	Iteration 24Q: 3 clusters Score -7662215 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -7662907.000000 Penalty: 1070.424438
	Iteration 25Q: 3 clusters Score -7662907 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -7663392.000000 Penalty: 1070.424438
	Iteration 26Q: 3 clusters Score -7663392 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -7663745.500000 Penalty: 1070.424438
	Iteration 27Q: 3 clusters Score -7663746 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -7663946.000000 Penalty: 1070.424438
	Iteration 28Q: 3 clusters Score -7663946 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 125001 members 
Entering Unmasked Estep 
Score: -7664127.000000 Penalty: 1070.424438
	Iteration 29Q: 3 clusters Score -7664127 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -7664174.500000 Penalty: 1070.424438
	Iteration 30Q: 3 clusters Score -7664174 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -7664104.000000 Penalty: 1070.424438
	Iteration 31Q: 3 clusters Score -7664104 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -7664115.000000 Penalty: 1070.424438
	Iteration 32Q: 3 clusters Score -7664115 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -7664129.500000 Penalty: 1070.424438
	Iteration 33Q: 3 clusters Score -7664130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -7664084.500000 Penalty: 1070.424438
	Iteration 34Q: 3 clusters Score -7664084 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -7664081.500000 Penalty: 1070.424438
	Iteration 35Q: 3 clusters Score -7664082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -7664060.500000 Penalty: 1070.424438
	Iteration 36Q: 3 clusters Score -7664060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -7664035.000000 Penalty: 1070.424438
	Iteration 37Q: 3 clusters Score -7664035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -7664036.500000 Penalty: 1070.424438
	Iteration 38Q: 3 clusters Score -7664036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -7664046.500000 Penalty: 1070.424438
	Iteration 39Q: 3 clusters Score -7664046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -7664097.500000 Penalty: 1070.424438
	Iteration 40F: 3 clusters Score -7664098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 127897 members 
Entering Unmasked Estep 
Score: -7664099.000000 Penalty: 1070.424438
	Iteration 41Q: 3 clusters Score -7664099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -7664090.000000 Penalty: 1070.424438
	Iteration 42Q: 3 clusters Score -7664090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 128037 members 
Entering Unmasked Estep 
Score: -7664072.500000 Penalty: 1070.424438
	Iteration 43Q: 3 clusters Score -7664072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -7664067.500000 Penalty: 1070.424438
	Iteration 44Q: 3 clusters Score -7664068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -7664063.000000 Penalty: 1070.424438
	Iteration 45Q: 3 clusters Score -7664063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -7664058.500000 Penalty: 1070.424438
	Iteration 46Q: 3 clusters Score -7664058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -7664047.500000 Penalty: 1070.424438
	Iteration 47Q: 3 clusters Score -7664048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -7664049.000000 Penalty: 1070.424438
	Iteration 48Q: 3 clusters Score -7664049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -7664044.000000 Penalty: 1070.424438
	Iteration 49Q: 3 clusters Score -7664044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -7664042.000000 Penalty: 1070.424438
	Iteration 50Q: 3 clusters Score -7664042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -7664040.000000 Penalty: 1070.424438
	Iteration 51Q: 3 clusters Score -7664040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -7664040.500000 Penalty: 1070.424438
	Iteration 52Q: 3 clusters Score -7664040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -7664044.000000 Penalty: 1070.424438
	Iteration 53Q: 3 clusters Score -7664044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -7664044.000000 Penalty: 1070.424438
	Iteration 54F: 3 clusters Score -7664044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Entering Unmasked Estep 
Score: -7492696.000000 Penalty: 534.786438
	Iteration 0F: 2 clusters Score -7492696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -7407118.000000 Penalty: 1069.572876
	Iteration 0F: 3 clusters Score -7407118 nChanged 62312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -7446868.000000 Penalty: 1069.572876
	Iteration 1F: 3 clusters Score -7446868 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -7450060.000000 Penalty: 1069.572876
	Iteration 2F: 3 clusters Score -7450060 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -7455221.000000 Penalty: 1069.572876
	Iteration 3F: 3 clusters Score -7455221 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -7463052.000000 Penalty: 1069.572876
	Iteration 4F: 3 clusters Score -7463052 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -7472199.000000 Penalty: 1069.572876
	Iteration 5F: 3 clusters Score -7472199 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -7479042.000000 Penalty: 1069.572876
	Iteration 6F: 3 clusters Score -7479042 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -7482398.500000 Penalty: 1069.572876
	Iteration 7Q: 3 clusters Score -7482398 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -7484079.500000 Penalty: 1069.572876
	Iteration 8Q: 3 clusters Score -7484080 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -7485482.500000 Penalty: 1069.572876
	Iteration 9Q: 3 clusters Score -7485482 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -7486719.500000 Penalty: 1069.572876
	Iteration 10Q: 3 clusters Score -7486720 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -7487765.500000 Penalty: 1069.572876
	Iteration 11Q: 3 clusters Score -7487766 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -7488612.500000 Penalty: 1069.572876
	Iteration 12Q: 3 clusters Score -7488612 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -7489291.500000 Penalty: 1069.572876
	Iteration 13Q: 3 clusters Score -7489292 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -7489821.500000 Penalty: 1069.572876
	Iteration 14Q: 3 clusters Score -7489822 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -7490237.000000 Penalty: 1069.572876
	Iteration 15Q: 3 clusters Score -7490237 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -7490685.000000 Penalty: 1069.572876
	Iteration 16Q: 3 clusters Score -7490685 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -7490956.000000 Penalty: 1069.572876
	Iteration 17Q: 3 clusters Score -7490956 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -7491323.500000 Penalty: 1069.572876
	Iteration 18Q: 3 clusters Score -7491324 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -7491566.000000 Penalty: 1069.572876
	Iteration 19Q: 3 clusters Score -7491566 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -7491856.500000 Penalty: 1069.572876
	Iteration 20F: 3 clusters Score -7491856 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -7492091.000000 Penalty: 1069.572876
	Iteration 21Q: 3 clusters Score -7492091 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -7492251.000000 Penalty: 1069.572876
	Iteration 22Q: 3 clusters Score -7492251 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -7492420.500000 Penalty: 1069.572876
	Iteration 23Q: 3 clusters Score -7492420 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -7492488.500000 Penalty: 1069.572876
	Iteration 24Q: 3 clusters Score -7492488 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -7492540.500000 Penalty: 1069.572876
	Iteration 25Q: 3 clusters Score -7492540 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 124793 members 
Entering Unmasked Estep 
Score: -7492562.500000 Penalty: 1069.572876
	Iteration 26Q: 3 clusters Score -7492562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -7492586.500000 Penalty: 1069.572876
	Iteration 27Q: 3 clusters Score -7492586 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -7492605.500000 Penalty: 1069.572876
	Iteration 28Q: 3 clusters Score -7492606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -7492632.000000 Penalty: 1069.572876
	Iteration 29Q: 3 clusters Score -7492632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -7492653.000000 Penalty: 1069.572876
	Iteration 30Q: 3 clusters Score -7492653 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -7492652.000000 Penalty: 1069.572876
	Iteration 31Q: 3 clusters Score -7492652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -7492654.500000 Penalty: 1069.572876
	Iteration 32Q: 3 clusters Score -7492654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -7492647.000000 Penalty: 1069.572876
	Iteration 33Q: 3 clusters Score -7492647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -7492662.000000 Penalty: 1069.572876
	Iteration 34Q: 3 clusters Score -7492662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -7492670.500000 Penalty: 1069.572876
	Iteration 35Q: 3 clusters Score -7492670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 126007 members 
Entering Unmasked Estep 
Score: -7492662.500000 Penalty: 1069.572876
	Iteration 36Q: 3 clusters Score -7492662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -7492678.500000 Penalty: 1069.572876
	Iteration 37Q: 3 clusters Score -7492678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -7492682.000000 Penalty: 1069.572876
	Iteration 38Q: 3 clusters Score -7492682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -7492673.500000 Penalty: 1069.572876
	Iteration 39Q: 3 clusters Score -7492674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -7492668.000000 Penalty: 1069.572876
	Iteration 40F: 3 clusters Score -7492668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 126224 members 
Entering Unmasked Estep 
Score: -7492668.000000 Penalty: 1069.572876
	Iteration 41Q: 3 clusters Score -7492668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -7492678.500000 Penalty: 1069.572876
	Iteration 42Q: 3 clusters Score -7492678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 126285 members 
Entering Unmasked Estep 
Score: -7492678.000000 Penalty: 1069.572876
	Iteration 43Q: 3 clusters Score -7492678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -7492685.000000 Penalty: 1069.572876
	Iteration 44Q: 3 clusters Score -7492685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -7492683.500000 Penalty: 1069.572876
	Iteration 45Q: 3 clusters Score -7492684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -7492690.000000 Penalty: 1069.572876
	Iteration 46Q: 3 clusters Score -7492690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -7492689.000000 Penalty: 1069.572876
	Iteration 47Q: 3 clusters Score -7492689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -7492687.500000 Penalty: 1069.572876
	Iteration 48Q: 3 clusters Score -7492688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 126373 members 
Entering Unmasked Estep 
Score: -7492688.500000 Penalty: 1069.572876
	Iteration 49Q: 3 clusters Score -7492688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -7492688.500000 Penalty: 1069.572876
	Iteration 50Q: 3 clusters Score -7492688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -7492686.500000 Penalty: 1069.572876
	Iteration 51Q: 3 clusters Score -7492686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -7492691.000000 Penalty: 1069.572876
	Iteration 52Q: 3 clusters Score -7492691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -7492691.000000 Penalty: 1069.572876
	Iteration 53F: 3 clusters Score -7492691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Entering Unmasked Estep 
Score: -7467669.500000 Penalty: 533.579773
	Iteration 0F: 2 clusters Score -7467670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -7385669.000000 Penalty: 1067.159546
	Iteration 0F: 3 clusters Score -7385669 nChanged 60621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -7421478.000000 Penalty: 1067.159546
	Iteration 1F: 3 clusters Score -7421478 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -7422684.500000 Penalty: 1067.159546
	Iteration 2Q: 3 clusters Score -7422684 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -7424696.000000 Penalty: 1067.159546
	Iteration 3Q: 3 clusters Score -7424696 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -7428342.500000 Penalty: 1067.159546
	Iteration 4F: 3 clusters Score -7428342 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -7434538.000000 Penalty: 1067.159546
	Iteration 5F: 3 clusters Score -7434538 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -7442860.500000 Penalty: 1067.159546
	Iteration 6F: 3 clusters Score -7442860 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -7449902.000000 Penalty: 1067.159546
	Iteration 7F: 3 clusters Score -7449902 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -7453833.500000 Penalty: 1067.159546
	Iteration 8Q: 3 clusters Score -7453834 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -7455734.000000 Penalty: 1067.159546
	Iteration 9Q: 3 clusters Score -7455734 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -7457047.500000 Penalty: 1067.159546
	Iteration 10Q: 3 clusters Score -7457048 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -7458270.500000 Penalty: 1067.159546
	Iteration 11Q: 3 clusters Score -7458270 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -7459430.500000 Penalty: 1067.159546
	Iteration 12Q: 3 clusters Score -7459430 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -7460372.500000 Penalty: 1067.159546
	Iteration 13Q: 3 clusters Score -7460372 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -7461284.500000 Penalty: 1067.159546
	Iteration 14Q: 3 clusters Score -7461284 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -7462124.500000 Penalty: 1067.159546
	Iteration 15Q: 3 clusters Score -7462124 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 111769 members 
Entering Unmasked Estep 
Score: -7462879.500000 Penalty: 1067.159546
	Iteration 16Q: 3 clusters Score -7462880 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -7463518.500000 Penalty: 1067.159546
	Iteration 17Q: 3 clusters Score -7463518 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -7464110.500000 Penalty: 1067.159546
	Iteration 18Q: 3 clusters Score -7464110 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -7464649.000000 Penalty: 1067.159546
	Iteration 19Q: 3 clusters Score -7464649 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -7465049.500000 Penalty: 1067.159546
	Iteration 20F: 3 clusters Score -7465050 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -7465346.000000 Penalty: 1067.159546
	Iteration 21Q: 3 clusters Score -7465346 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -7465681.500000 Penalty: 1067.159546
	Iteration 22Q: 3 clusters Score -7465682 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -7465959.000000 Penalty: 1067.159546
	Iteration 23Q: 3 clusters Score -7465959 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -7466115.000000 Penalty: 1067.159546
	Iteration 24Q: 3 clusters Score -7466115 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -7466290.500000 Penalty: 1067.159546
	Iteration 25Q: 3 clusters Score -7466290 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -7466434.000000 Penalty: 1067.159546
	Iteration 26Q: 3 clusters Score -7466434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -7466559.500000 Penalty: 1067.159546
	Iteration 27Q: 3 clusters Score -7466560 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -7466675.500000 Penalty: 1067.159546
	Iteration 28Q: 3 clusters Score -7466676 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -7466744.500000 Penalty: 1067.159546
	Iteration 29Q: 3 clusters Score -7466744 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -7466822.500000 Penalty: 1067.159546
	Iteration 30Q: 3 clusters Score -7466822 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -7466879.000000 Penalty: 1067.159546
	Iteration 31Q: 3 clusters Score -7466879 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -7466952.500000 Penalty: 1067.159546
	Iteration 32Q: 3 clusters Score -7466952 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -7466994.500000 Penalty: 1067.159546
	Iteration 33Q: 3 clusters Score -7466994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -7467032.500000 Penalty: 1067.159546
	Iteration 34Q: 3 clusters Score -7467032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -7467065.000000 Penalty: 1067.159546
	Iteration 35Q: 3 clusters Score -7467065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -7467081.000000 Penalty: 1067.159546
	Iteration 36Q: 3 clusters Score -7467081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -7467111.500000 Penalty: 1067.159546
	Iteration 37Q: 3 clusters Score -7467112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -7467131.500000 Penalty: 1067.159546
	Iteration 38Q: 3 clusters Score -7467132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -7467142.000000 Penalty: 1067.159546
	Iteration 39Q: 3 clusters Score -7467142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 123380 members 
Entering Unmasked Estep 
Score: -7467150.000000 Penalty: 1067.159546
	Iteration 40F: 3 clusters Score -7467150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 123407 members 
Entering Unmasked Estep 
Score: -7467162.500000 Penalty: 1067.159546
	Iteration 41Q: 3 clusters Score -7467162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -7467186.500000 Penalty: 1067.159546
	Iteration 42Q: 3 clusters Score -7467186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -7467195.500000 Penalty: 1067.159546
	Iteration 43Q: 3 clusters Score -7467196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -7467198.500000 Penalty: 1067.159546
	Iteration 44Q: 3 clusters Score -7467198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -7467210.500000 Penalty: 1067.159546
	Iteration 45Q: 3 clusters Score -7467210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 123494 members 
Entering Unmasked Estep 
Score: -7467212.500000 Penalty: 1067.159546
	Iteration 46Q: 3 clusters Score -7467212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
Score: -7467216.500000 Penalty: 1067.159546
	Iteration 47Q: 3 clusters Score -7467216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -7467217.500000 Penalty: 1067.159546
	Iteration 48Q: 3 clusters Score -7467218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -7467217.500000 Penalty: 1067.159546
	Iteration 49Q: 3 clusters Score -7467218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 123514 members 
Entering Unmasked Estep 
Score: -7467230.000000 Penalty: 1067.159546
	Iteration 50Q: 3 clusters Score -7467230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -7467231.500000 Penalty: 1067.159546
	Iteration 51Q: 3 clusters Score -7467232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -7467236.000000 Penalty: 1067.159546
	Iteration 52Q: 3 clusters Score -7467236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -7467230.500000 Penalty: 1067.159546
	Iteration 53Q: 3 clusters Score -7467230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -7467237.000000 Penalty: 1067.159546
	Iteration 54Q: 3 clusters Score -7467237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -7467241.000000 Penalty: 1067.159546
	Iteration 55Q: 3 clusters Score -7467241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -7467243.500000 Penalty: 1067.159546
	Iteration 56Q: 3 clusters Score -7467244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 123542 members 
Entering Unmasked Estep 
Score: -7467247.000000 Penalty: 1067.159546
	Iteration 57Q: 3 clusters Score -7467247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -7467244.000000 Penalty: 1067.159546
	Iteration 58Q: 3 clusters Score -7467244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -7467246.500000 Penalty: 1067.159546
	Iteration 59Q: 3 clusters Score -7467246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -7467246.500000 Penalty: 1067.159546
	Iteration 60F: 3 clusters Score -7467246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -7467242.500000 Penalty: 1067.159546
	Iteration 61Q: 3 clusters Score -7467242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
Score: -7467251.000000 Penalty: 1067.159546
	Iteration 62Q: 3 clusters Score -7467251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -7467248.000000 Penalty: 1067.159546
	Iteration 63Q: 3 clusters Score -7467248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -7467251.500000 Penalty: 1067.159546
	Iteration 64Q: 3 clusters Score -7467252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -7467260.000000 Penalty: 1067.159546
	Iteration 65Q: 3 clusters Score -7467260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 123569 members 
Entering Unmasked Estep 
Score: -7467258.500000 Penalty: 1067.159546
	Iteration 66Q: 3 clusters Score -7467258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -7467258.500000 Penalty: 1067.159546
	Iteration 67Q: 3 clusters Score -7467258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -7467260.000000 Penalty: 1067.159546
	Iteration 68Q: 3 clusters Score -7467260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -7467260.000000 Penalty: 1067.159546
	Iteration 69F: 3 clusters Score -7467260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -223794.437500 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -223794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -221265.281250 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -221265.3 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -222312.140625 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -222312.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -222571.750000 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -222571.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -222802.437500 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -222802.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -222970.890625 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -222970.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -223098.828125 Penalty: 749.562439
	Iteration 5F: 3 clusters Score -223098.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -223210.000000 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -223210 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -223281.843750 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -223281.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223316.765625 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -223316.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -223340.531250 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -223340.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -223359.171875 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -223359.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -223373.734375 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -223373.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -223386.562500 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -223386.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223398.890625 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -223398.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -223417.421875 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -223417.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -223436.062500 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -223436.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223452.906250 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -223452.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223471.781250 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -223471.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223497.750000 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -223497.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -223525.359375 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -223525.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223549.234375 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -223549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -223566.984375 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -223567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -223583.593750 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -223583.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223596.312500 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -223596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223608.703125 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -223608.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223619.234375 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -223619.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223626.296875 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -223626.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223632.781250 Penalty: 749.562439
	Iteration 27Q: 3 clusters Score -223632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223637.140625 Penalty: 749.562439
	Iteration 28Q: 3 clusters Score -223637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -223639.203125 Penalty: 749.562439
	Iteration 29Q: 3 clusters Score -223639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -223639.531250 Penalty: 749.562439
	Iteration 30Q: 3 clusters Score -223639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -223639.718750 Penalty: 749.562439
	Iteration 31Q: 3 clusters Score -223639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -223640.234375 Penalty: 749.562439
	Iteration 32Q: 3 clusters Score -223640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223640.625000 Penalty: 749.562439
	Iteration 33Q: 3 clusters Score -223640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -223640.781250 Penalty: 749.562439
	Iteration 34Q: 3 clusters Score -223640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -223641.140625 Penalty: 749.562439
	Iteration 35Q: 3 clusters Score -223641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223640.968750 Penalty: 749.562439
	Iteration 36Q: 3 clusters Score -223641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223640.968750 Penalty: 749.562439
	Iteration 37F: 3 clusters Score -223641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Entering Unmasked Estep 
Score: -550998.375000 Penalty: 414.929108
	Iteration 0F: 2 clusters Score -550998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -545026.187500 Penalty: 829.858215
	Iteration 0F: 3 clusters Score -545026.2 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -547710.187500 Penalty: 829.858215
	Iteration 1F: 3 clusters Score -547710.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -548124.062500 Penalty: 829.858215
	Iteration 2F: 3 clusters Score -548124.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -548577.000000 Penalty: 829.858215
	Iteration 3F: 3 clusters Score -548577 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -549078.250000 Penalty: 829.858215
	Iteration 4F: 3 clusters Score -549078.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -549483.375000 Penalty: 829.858215
	Iteration 5Q: 3 clusters Score -549483.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -549692.062500 Penalty: 829.858215
	Iteration 6Q: 3 clusters Score -549692.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -549786.875000 Penalty: 829.858215
	Iteration 7Q: 3 clusters Score -549786.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -549849.687500 Penalty: 829.858215
	Iteration 8Q: 3 clusters Score -549849.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -549906.375000 Penalty: 829.858215
	Iteration 9Q: 3 clusters Score -549906.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -549962.312500 Penalty: 829.858215
	Iteration 10Q: 3 clusters Score -549962.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -550004.937500 Penalty: 829.858215
	Iteration 11Q: 3 clusters Score -550004.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -550060.250000 Penalty: 829.858215
	Iteration 12Q: 3 clusters Score -550060.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -550121.250000 Penalty: 829.858215
	Iteration 13Q: 3 clusters Score -550121.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -550180.687500 Penalty: 829.858215
	Iteration 14Q: 3 clusters Score -550180.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -550227.125000 Penalty: 829.858215
	Iteration 15Q: 3 clusters Score -550227.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -550269.187500 Penalty: 829.858215
	Iteration 16Q: 3 clusters Score -550269.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -550311.312500 Penalty: 829.858215
	Iteration 17Q: 3 clusters Score -550311.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -550353.937500 Penalty: 829.858215
	Iteration 18Q: 3 clusters Score -550353.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -550400.000000 Penalty: 829.858215
	Iteration 19Q: 3 clusters Score -550400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -550451.375000 Penalty: 829.858215
	Iteration 20F: 3 clusters Score -550451.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -550499.875000 Penalty: 829.858215
	Iteration 21Q: 3 clusters Score -550499.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -550540.687500 Penalty: 829.858215
	Iteration 22Q: 3 clusters Score -550540.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -550568.000000 Penalty: 829.858215
	Iteration 23Q: 3 clusters Score -550568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -550585.562500 Penalty: 829.858215
	Iteration 24Q: 3 clusters Score -550585.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -550597.500000 Penalty: 829.858215
	Iteration 25Q: 3 clusters Score -550597.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -550611.937500 Penalty: 829.858215
	Iteration 26Q: 3 clusters Score -550611.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -550629.750000 Penalty: 829.858215
	Iteration 27Q: 3 clusters Score -550629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -550644.562500 Penalty: 829.858215
	Iteration 28Q: 3 clusters Score -550644.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -550653.250000 Penalty: 829.858215
	Iteration 29Q: 3 clusters Score -550653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -550655.562500 Penalty: 829.858215
	Iteration 30Q: 3 clusters Score -550655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -550659.187500 Penalty: 829.858215
	Iteration 31Q: 3 clusters Score -550659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -550665.187500 Penalty: 829.858215
	Iteration 32Q: 3 clusters Score -550665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -550667.312500 Penalty: 829.858215
	Iteration 33Q: 3 clusters Score -550667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -550669.312500 Penalty: 829.858215
	Iteration 34Q: 3 clusters Score -550669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -550673.500000 Penalty: 829.858215
	Iteration 35Q: 3 clusters Score -550673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -550676.875000 Penalty: 829.858215
	Iteration 36Q: 3 clusters Score -550676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -550680.937500 Penalty: 829.858215
	Iteration 37Q: 3 clusters Score -550680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -550682.062500 Penalty: 829.858215
	Iteration 38Q: 3 clusters Score -550682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -550685.250000 Penalty: 829.858215
	Iteration 39Q: 3 clusters Score -550685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -550688.500000 Penalty: 829.858215
	Iteration 40F: 3 clusters Score -550688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -550691.250000 Penalty: 829.858215
	Iteration 41Q: 3 clusters Score -550691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -550693.000000 Penalty: 829.858215
	Iteration 42Q: 3 clusters Score -550693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -550695.625000 Penalty: 829.858215
	Iteration 43Q: 3 clusters Score -550695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -550695.187500 Penalty: 829.858215
	Iteration 44Q: 3 clusters Score -550695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -550695.187500 Penalty: 829.858215
	Iteration 45F: 3 clusters Score -550695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12782.203125 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12433.170898 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12433.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12549.500000 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12549.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12595.008789 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12595.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12622.762695 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12622.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12638.635742 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12638.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12655.208008 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12655.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12662.571289 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12662.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12669.854492 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12669.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12673.557617 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12673.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12673.789062 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12673.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12673.789062 Penalty: 509.456421
	Iteration 10F: 3 clusters Score -12673.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -30237.039062 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -30237.04 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 248 members 
Entering Unmasked Estep 
Score: -29751.064453 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -29751.06 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30000.027344 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -30000.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30097.517578 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -30097.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30135.830078 Penalty: 568.219177
	Iteration 3F: 3 clusters Score -30135.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30154.632812 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -30154.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30178.880859 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -30178.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30201.564453 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -30201.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30207.478516 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -30207.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30214.515625 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -30214.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30225.730469 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -30225.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30230.892578 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -30230.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30239.324219 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -30239.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30246.546875 Penalty: 568.219177
	Iteration 12Q: 3 clusters Score -30246.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30258.630859 Penalty: 568.219177
	Iteration 13Q: 3 clusters Score -30258.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30280.378906 Penalty: 568.219177
	Iteration 14Q: 3 clusters Score -30280.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30287.634766 Penalty: 568.219177
	Iteration 15Q: 3 clusters Score -30287.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30288.654297 Penalty: 568.219177
	Iteration 16Q: 3 clusters Score -30288.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30290.054688 Penalty: 568.219177
	Iteration 17Q: 3 clusters Score -30290.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30291.517578 Penalty: 568.219177
	Iteration 18Q: 3 clusters Score -30291.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30291.517578 Penalty: 568.219177
	Iteration 19F: 3 clusters Score -30291.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 273 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 242 members 
Entering Unmasked Estep 
Score: -58206928.000000 Penalty: 52866.046875
Splitting cluster 22 changes total score from -58207180.000000 to -58206928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -51230.445312 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -51230.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50501.738281 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -50501.74 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50690.113281 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -50690.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50728.296875 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -50728.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50755.355469 Penalty: 618.612549
	Iteration 3Q: 3 clusters Score -50755.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50789.867188 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -50789.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50824.425781 Penalty: 618.612549
	Iteration 5F: 3 clusters Score -50824.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50854.125000 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -50854.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50881.867188 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -50881.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50910.976562 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -50910.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50939.343750 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -50939.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50961.472656 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -50961.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50985.742188 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -50985.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51001.289062 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -51001.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51005.511719 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -51005.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51008.648438 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -51008.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51011.058594 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -51011.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51011.726562 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -51011.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51011.726562 Penalty: 618.612549
	Iteration 17F: 3 clusters Score -51011.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -65621.835938 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -65621.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64747.554688 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -64747.55 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65039.734375 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -65039.73 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65117.921875 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -65117.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65169.003906 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -65169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65209.886719 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -65209.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65265.675781 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -65265.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -65318.941406 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -65318.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65367.523438 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -65367.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65407.613281 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -65407.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65441.285156 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -65441.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65466.378906 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -65466.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65482.328125 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -65482.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65495.691406 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -65495.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65506.140625 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -65506.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65513.480469 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -65513.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65515.195312 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -65515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65516.566406 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -65516.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65519.632812 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -65519.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65523.656250 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -65523.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65530.343750 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -65530.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65537.851562 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -65537.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65544.796875 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -65544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65549.304688 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -65549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65551.656250 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -65551.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65553.625000 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -65553.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65555.945312 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -65555.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65557.539062 Penalty: 636.113342
	Iteration 26Q: 3 clusters Score -65557.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65558.671875 Penalty: 636.113342
	Iteration 27Q: 3 clusters Score -65558.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65559.210938 Penalty: 636.113342
	Iteration 28Q: 3 clusters Score -65559.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65560.640625 Penalty: 636.113342
	Iteration 29Q: 3 clusters Score -65560.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65562.562500 Penalty: 636.113342
	Iteration 30Q: 3 clusters Score -65562.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65563.867188 Penalty: 636.113342
	Iteration 31Q: 3 clusters Score -65563.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65564.179688 Penalty: 636.113342
	Iteration 32Q: 3 clusters Score -65564.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65564.250000 Penalty: 636.113342
	Iteration 33Q: 3 clusters Score -65564.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65564.679688 Penalty: 636.113342
	Iteration 34Q: 3 clusters Score -65564.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65564.992188 Penalty: 636.113342
	Iteration 35Q: 3 clusters Score -65564.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65565.000000 Penalty: 636.113342
	Iteration 36Q: 3 clusters Score -65565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65565.000000 Penalty: 636.113342
	Iteration 37F: 3 clusters Score -65565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Entering Unmasked Estep 
Score: -916486.000000 Penalty: 438.402313
	Iteration 0F: 2 clusters Score -916486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -906394.687500 Penalty: 876.804626
	Iteration 0F: 3 clusters Score -906394.7 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -910951.250000 Penalty: 876.804626
	Iteration 1F: 3 clusters Score -910951.2 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -911556.250000 Penalty: 876.804626
	Iteration 2F: 3 clusters Score -911556.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -912303.437500 Penalty: 876.804626
	Iteration 3F: 3 clusters Score -912303.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -913158.312500 Penalty: 876.804626
	Iteration 4F: 3 clusters Score -913158.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -913932.187500 Penalty: 876.804626
	Iteration 5F: 3 clusters Score -913932.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -914549.500000 Penalty: 876.804626
	Iteration 6F: 3 clusters Score -914549.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -914942.375000 Penalty: 876.804626
	Iteration 7Q: 3 clusters Score -914942.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -915203.875000 Penalty: 876.804626
	Iteration 8Q: 3 clusters Score -915203.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -915397.937500 Penalty: 876.804626
	Iteration 9Q: 3 clusters Score -915397.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -915518.000000 Penalty: 876.804626
	Iteration 10Q: 3 clusters Score -915518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -915603.875000 Penalty: 876.804626
	Iteration 11Q: 3 clusters Score -915603.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -915664.937500 Penalty: 876.804626
	Iteration 12Q: 3 clusters Score -915664.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -915721.000000 Penalty: 876.804626
	Iteration 13Q: 3 clusters Score -915721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -915774.875000 Penalty: 876.804626
	Iteration 14Q: 3 clusters Score -915774.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -915817.687500 Penalty: 876.804626
	Iteration 15Q: 3 clusters Score -915817.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -915853.062500 Penalty: 876.804626
	Iteration 16Q: 3 clusters Score -915853.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -915881.437500 Penalty: 876.804626
	Iteration 17Q: 3 clusters Score -915881.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -915903.812500 Penalty: 876.804626
	Iteration 18Q: 3 clusters Score -915903.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -915925.375000 Penalty: 876.804626
	Iteration 19Q: 3 clusters Score -915925.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -915954.562500 Penalty: 876.804626
	Iteration 20F: 3 clusters Score -915954.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -915983.187500 Penalty: 876.804626
	Iteration 21Q: 3 clusters Score -915983.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -916012.875000 Penalty: 876.804626
	Iteration 22Q: 3 clusters Score -916012.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -916037.125000 Penalty: 876.804626
	Iteration 23Q: 3 clusters Score -916037.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -916057.812500 Penalty: 876.804626
	Iteration 24Q: 3 clusters Score -916057.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -916078.875000 Penalty: 876.804626
	Iteration 25Q: 3 clusters Score -916078.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -916093.500000 Penalty: 876.804626
	Iteration 26Q: 3 clusters Score -916093.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -916103.812500 Penalty: 876.804626
	Iteration 27Q: 3 clusters Score -916103.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -916109.062500 Penalty: 876.804626
	Iteration 28Q: 3 clusters Score -916109.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -916115.562500 Penalty: 876.804626
	Iteration 29Q: 3 clusters Score -916115.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -916130.687500 Penalty: 876.804626
	Iteration 30Q: 3 clusters Score -916130.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -916149.000000 Penalty: 876.804626
	Iteration 31Q: 3 clusters Score -916149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -916164.500000 Penalty: 876.804626
	Iteration 32Q: 3 clusters Score -916164.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -916173.125000 Penalty: 876.804626
	Iteration 33Q: 3 clusters Score -916173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -916181.437500 Penalty: 876.804626
	Iteration 34Q: 3 clusters Score -916181.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -916186.125000 Penalty: 876.804626
	Iteration 35Q: 3 clusters Score -916186.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -916194.062500 Penalty: 876.804626
	Iteration 36Q: 3 clusters Score -916194.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -916198.875000 Penalty: 876.804626
	Iteration 37Q: 3 clusters Score -916198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -916199.875000 Penalty: 876.804626
	Iteration 38Q: 3 clusters Score -916199.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -916203.187500 Penalty: 876.804626
	Iteration 39Q: 3 clusters Score -916203.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -916205.312500 Penalty: 876.804626
	Iteration 40F: 3 clusters Score -916205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -916208.687500 Penalty: 876.804626
	Iteration 41Q: 3 clusters Score -916208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -916210.250000 Penalty: 876.804626
	Iteration 42Q: 3 clusters Score -916210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -916208.625000 Penalty: 876.804626
	Iteration 43Q: 3 clusters Score -916208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -916209.187500 Penalty: 876.804626
	Iteration 44Q: 3 clusters Score -916209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -916210.437500 Penalty: 876.804626
	Iteration 45Q: 3 clusters Score -916210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -916208.750000 Penalty: 876.804626
	Iteration 46Q: 3 clusters Score -916208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -916209.312500 Penalty: 876.804626
	Iteration 47Q: 3 clusters Score -916209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -916209.312500 Penalty: 876.804626
	Iteration 48F: 3 clusters Score -916209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -68149.335938 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -68149.34 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 584 members 
Entering Unmasked Estep 
Score: -67217.187500 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -67217.19 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67514.812500 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -67514.81 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67585.226562 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -67585.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -67647.093750 Penalty: 644.664612
	Iteration 3F: 3 clusters Score -67647.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67685.640625 Penalty: 644.664612
	Iteration 4F: 3 clusters Score -67685.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -67706.976562 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -67706.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67722.148438 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -67722.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67739.523438 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -67739.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67755.539062 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -67755.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67769.117188 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -67769.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67785.093750 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -67785.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67801.703125 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -67801.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67822.156250 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -67822.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67830.484375 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -67830.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67835.554688 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -67835.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67839.914062 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -67839.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67843.414062 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -67843.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67846.273438 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -67846.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67850.195312 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -67850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67852.960938 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -67852.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67853.640625 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -67853.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10018.908203 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10018.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9774.170898 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9774.171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9948.319336 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9948.319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9979.428711 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9979.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9991.656250 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -9991.656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9996.554688 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9996.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10001.009766 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10001.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10001.228516 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10001.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10001.228516 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -10001.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18553.595703 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18223.416016 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18223.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18324.453125 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18324.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18343.517578 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18343.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18352.013672 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -18352.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18357.570312 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18357.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18360.273438 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -18360.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18360.636719 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -18360.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18360.636719 Penalty: 521.439087
	Iteration 7F: 3 clusters Score -18360.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11319.861328 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11319.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11037.069336 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11037.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11093.121094 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11093.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11103.231445 Penalty: 478.904785
	Iteration 2Q: 3 clusters Score -11103.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11115.141602 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11115.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11124.241211 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11124.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11128.083008 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11128.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11131.792969 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11131.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11139.526367 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -11139.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11147.229492 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -11147.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11154.320312 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -11154.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11164.310547 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -11164.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11170.681641 Penalty: 478.904785
	Iteration 11Q: 3 clusters Score -11170.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11176.220703 Penalty: 478.904785
	Iteration 12Q: 3 clusters Score -11176.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11178.053711 Penalty: 478.904785
	Iteration 13Q: 3 clusters Score -11178.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11179.291016 Penalty: 478.904785
	Iteration 14Q: 3 clusters Score -11179.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 478.904785
	Iteration 15Q: 3 clusters Score -11180.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 478.904785
	Iteration 16F: 3 clusters Score -11180.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27691.455078 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27691.46 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27834.191406 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27834.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27876.697266 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27876.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27913.187500 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -27913.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27933.650391 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27933.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27948.410156 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27948.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27966.154297 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27966.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27976.085938 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27976.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27996.167969 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -27996.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28016.107422 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -28016.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28037.324219 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -28037.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28051.683594 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -28051.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28072.742188 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -28072.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28097.308594 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -28097.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28115.376953 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -28115.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28123.832031 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -28123.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28130.593750 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -28130.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28132.955078 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -28132.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28133.666016 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -28133.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28133.666016 Penalty: 556.345093
	Iteration 19F: 3 clusters Score -28133.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -773203.500000 Penalty: 430.419769
	Iteration 0F: 2 clusters Score -773203.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -764762.500000 Penalty: 860.839539
	Iteration 0F: 3 clusters Score -764762.5 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -768323.187500 Penalty: 860.839539
	Iteration 1F: 3 clusters Score -768323.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -768855.250000 Penalty: 860.839539
	Iteration 2F: 3 clusters Score -768855.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -769550.437500 Penalty: 860.839539
	Iteration 3F: 3 clusters Score -769550.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -770362.625000 Penalty: 860.839539
	Iteration 4F: 3 clusters Score -770362.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -771053.312500 Penalty: 860.839539
	Iteration 5F: 3 clusters Score -771053.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -771444.250000 Penalty: 860.839539
	Iteration 6Q: 3 clusters Score -771444.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -771663.875000 Penalty: 860.839539
	Iteration 7Q: 3 clusters Score -771663.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -771757.062500 Penalty: 860.839539
	Iteration 8Q: 3 clusters Score -771757.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -771813.812500 Penalty: 860.839539
	Iteration 9Q: 3 clusters Score -771813.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -771870.812500 Penalty: 860.839539
	Iteration 10Q: 3 clusters Score -771870.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -771932.625000 Penalty: 860.839539
	Iteration 11Q: 3 clusters Score -771932.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -771999.500000 Penalty: 860.839539
	Iteration 12Q: 3 clusters Score -771999.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -772088.125000 Penalty: 860.839539
	Iteration 13Q: 3 clusters Score -772088.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -772172.812500 Penalty: 860.839539
	Iteration 14Q: 3 clusters Score -772172.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -772260.437500 Penalty: 860.839539
	Iteration 15Q: 3 clusters Score -772260.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -772345.187500 Penalty: 860.839539
	Iteration 16Q: 3 clusters Score -772345.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -772413.437500 Penalty: 860.839539
	Iteration 17Q: 3 clusters Score -772413.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -772468.750000 Penalty: 860.839539
	Iteration 18Q: 3 clusters Score -772468.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -772507.125000 Penalty: 860.839539
	Iteration 19Q: 3 clusters Score -772507.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -772549.375000 Penalty: 860.839539
	Iteration 20F: 3 clusters Score -772549.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -772586.812500 Penalty: 860.839539
	Iteration 21Q: 3 clusters Score -772586.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -772619.125000 Penalty: 860.839539
	Iteration 22Q: 3 clusters Score -772619.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -772650.125000 Penalty: 860.839539
	Iteration 23Q: 3 clusters Score -772650.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -772681.437500 Penalty: 860.839539
	Iteration 24Q: 3 clusters Score -772681.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -772711.812500 Penalty: 860.839539
	Iteration 25Q: 3 clusters Score -772711.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -772744.937500 Penalty: 860.839539
	Iteration 26Q: 3 clusters Score -772744.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -772781.875000 Penalty: 860.839539
	Iteration 27Q: 3 clusters Score -772781.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -772808.937500 Penalty: 860.839539
	Iteration 28Q: 3 clusters Score -772808.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -772836.812500 Penalty: 860.839539
	Iteration 29Q: 3 clusters Score -772836.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -772857.125000 Penalty: 860.839539
	Iteration 30Q: 3 clusters Score -772857.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -772872.125000 Penalty: 860.839539
	Iteration 31Q: 3 clusters Score -772872.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -772885.937500 Penalty: 860.839539
	Iteration 32Q: 3 clusters Score -772885.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -772905.750000 Penalty: 860.839539
	Iteration 33Q: 3 clusters Score -772905.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -772916.437500 Penalty: 860.839539
	Iteration 34Q: 3 clusters Score -772916.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -772927.750000 Penalty: 860.839539
	Iteration 35Q: 3 clusters Score -772927.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -772935.562500 Penalty: 860.839539
	Iteration 36Q: 3 clusters Score -772935.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -772943.625000 Penalty: 860.839539
	Iteration 37Q: 3 clusters Score -772943.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -772950.437500 Penalty: 860.839539
	Iteration 38Q: 3 clusters Score -772950.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -772953.875000 Penalty: 860.839539
	Iteration 39Q: 3 clusters Score -772953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -772956.562500 Penalty: 860.839539
	Iteration 40F: 3 clusters Score -772956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -772957.937500 Penalty: 860.839539
	Iteration 41Q: 3 clusters Score -772957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -772961.187500 Penalty: 860.839539
	Iteration 42Q: 3 clusters Score -772961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -772962.000000 Penalty: 860.839539
	Iteration 43Q: 3 clusters Score -772962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -772962.437500 Penalty: 860.839539
	Iteration 44Q: 3 clusters Score -772962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -772963.375000 Penalty: 860.839539
	Iteration 45Q: 3 clusters Score -772963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -772963.375000 Penalty: 860.839539
	Iteration 46F: 3 clusters Score -772963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -136391.093750 Penalty: 358.005554
	Iteration 0F: 2 clusters Score -136391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -134530.812500 Penalty: 716.011108
	Iteration 0F: 3 clusters Score -134530.8 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -135222.125000 Penalty: 716.011108
	Iteration 1F: 3 clusters Score -135222.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -135373.843750 Penalty: 716.011108
	Iteration 2F: 3 clusters Score -135373.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -135534.140625 Penalty: 716.011108
	Iteration 3F: 3 clusters Score -135534.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -135675.015625 Penalty: 716.011108
	Iteration 4F: 3 clusters Score -135675 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -135804.968750 Penalty: 716.011108
	Iteration 5F: 3 clusters Score -135805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -135895.187500 Penalty: 716.011108
	Iteration 6Q: 3 clusters Score -135895.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -135960.968750 Penalty: 716.011108
	Iteration 7Q: 3 clusters Score -135961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -136023.671875 Penalty: 716.011108
	Iteration 8Q: 3 clusters Score -136023.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -136068.453125 Penalty: 716.011108
	Iteration 9Q: 3 clusters Score -136068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -136099.093750 Penalty: 716.011108
	Iteration 10Q: 3 clusters Score -136099.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -136120.796875 Penalty: 716.011108
	Iteration 11Q: 3 clusters Score -136120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -136138.828125 Penalty: 716.011108
	Iteration 12Q: 3 clusters Score -136138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -136148.781250 Penalty: 716.011108
	Iteration 13Q: 3 clusters Score -136148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -136162.406250 Penalty: 716.011108
	Iteration 14Q: 3 clusters Score -136162.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -136173.812500 Penalty: 716.011108
	Iteration 15Q: 3 clusters Score -136173.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -136192.750000 Penalty: 716.011108
	Iteration 16Q: 3 clusters Score -136192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -136212.109375 Penalty: 716.011108
	Iteration 17Q: 3 clusters Score -136212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -136230.218750 Penalty: 716.011108
	Iteration 18Q: 3 clusters Score -136230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -136241.656250 Penalty: 716.011108
	Iteration 19Q: 3 clusters Score -136241.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -136248.296875 Penalty: 716.011108
	Iteration 20F: 3 clusters Score -136248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -136254.171875 Penalty: 716.011108
	Iteration 21Q: 3 clusters Score -136254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -136259.453125 Penalty: 716.011108
	Iteration 22Q: 3 clusters Score -136259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -136261.687500 Penalty: 716.011108
	Iteration 23Q: 3 clusters Score -136261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -136264.562500 Penalty: 716.011108
	Iteration 24Q: 3 clusters Score -136264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -136268.500000 Penalty: 716.011108
	Iteration 25Q: 3 clusters Score -136268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -136270.031250 Penalty: 716.011108
	Iteration 26Q: 3 clusters Score -136270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -136272.578125 Penalty: 716.011108
	Iteration 27Q: 3 clusters Score -136272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -136273.421875 Penalty: 716.011108
	Iteration 28Q: 3 clusters Score -136273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -136274.453125 Penalty: 716.011108
	Iteration 29Q: 3 clusters Score -136274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -136274.812500 Penalty: 716.011108
	Iteration 30Q: 3 clusters Score -136274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -136275.203125 Penalty: 716.011108
	Iteration 31Q: 3 clusters Score -136275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -136275.515625 Penalty: 716.011108
	Iteration 32Q: 3 clusters Score -136275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -136276.500000 Penalty: 716.011108
	Iteration 33Q: 3 clusters Score -136276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -136278.046875 Penalty: 716.011108
	Iteration 34Q: 3 clusters Score -136278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -136279.875000 Penalty: 716.011108
	Iteration 35Q: 3 clusters Score -136279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -136281.625000 Penalty: 716.011108
	Iteration 36Q: 3 clusters Score -136281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -136282.437500 Penalty: 716.011108
	Iteration 37Q: 3 clusters Score -136282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -136282.812500 Penalty: 716.011108
	Iteration 38Q: 3 clusters Score -136282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -136283.171875 Penalty: 716.011108
	Iteration 39Q: 3 clusters Score -136283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -136283.562500 Penalty: 716.011108
	Iteration 40F: 3 clusters Score -136283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10558.410156 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10558.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10286.154297 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10286.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10394.725586 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10394.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10436.660156 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10436.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10480.668945 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -10480.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10504.015625 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10504.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10532.137695 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10532.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10547.219727 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10547.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10563.927734 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10563.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10587.511719 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10587.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10610.035156 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -10610.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10617.600586 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -10617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10626.280273 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -10626.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10654.312500 Penalty: 483.052338
	Iteration 12Q: 3 clusters Score -10654.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10708.256836 Penalty: 483.052338
	Iteration 13Q: 3 clusters Score -10708.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10708.256836 Penalty: 483.052338
	Iteration 14F: 3 clusters Score -10708.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 109 members 
Entering Unmasked Estep 
Score: -58206932.000000 Penalty: 52866.046875
Splitting cluster 33 changes total score from -58207180.000000 to -58206932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -40276.890625 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -40276.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39662.660156 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -39662.66 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39931.207031 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -39931.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40007.257812 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40007.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40050.054688 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -40050.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40087.878906 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -40087.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40113.187500 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40113.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40138.457031 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -40138.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40148.074219 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -40148.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40161.394531 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -40161.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40176.156250 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -40176.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40192.667969 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40192.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40203.308594 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40203.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40211.203125 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -40211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40212.382812 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -40212.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40213.101562 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -40213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40213.593750 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -40213.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40213.773438 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -40213.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40213.773438 Penalty: 598.458740
	Iteration 17F: 3 clusters Score -40213.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -8268.606445 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -8268.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7969.978516 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -7969.979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8062.197754 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -8062.198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8091.331055 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -8091.331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8100.748047 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -8100.748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8107.706543 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -8107.707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8114.583496 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -8114.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8118.158691 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -8118.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8119.871094 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -8119.871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8124.385254 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -8124.385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8125.938965 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -8125.939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8126.464844 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -8126.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8130.816895 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -8130.817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8135.181152 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -8135.181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8136.871582 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -8136.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8136.871582 Penalty: 506.022034
	Iteration 14F: 3 clusters Score -8136.872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -892008.125000 Penalty: 436.572083
	Iteration 0F: 2 clusters Score -892008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -882263.500000 Penalty: 873.144165
	Iteration 0F: 3 clusters Score -882263.5 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -886158.187500 Penalty: 873.144165
	Iteration 1F: 3 clusters Score -886158.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -886493.812500 Penalty: 873.144165
	Iteration 2Q: 3 clusters Score -886493.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -886995.250000 Penalty: 873.144165
	Iteration 3F: 3 clusters Score -886995.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -887765.000000 Penalty: 873.144165
	Iteration 4F: 3 clusters Score -887765 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -888619.875000 Penalty: 873.144165
	Iteration 5F: 3 clusters Score -888619.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -889308.312500 Penalty: 873.144165
	Iteration 6F: 3 clusters Score -889308.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -889860.812500 Penalty: 873.144165
	Iteration 7F: 3 clusters Score -889860.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -890317.250000 Penalty: 873.144165
	Iteration 8Q: 3 clusters Score -890317.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -890684.875000 Penalty: 873.144165
	Iteration 9Q: 3 clusters Score -890684.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -891008.437500 Penalty: 873.144165
	Iteration 10Q: 3 clusters Score -891008.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -891247.500000 Penalty: 873.144165
	Iteration 11Q: 3 clusters Score -891247.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -891435.437500 Penalty: 873.144165
	Iteration 12Q: 3 clusters Score -891435.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -891526.625000 Penalty: 873.144165
	Iteration 13Q: 3 clusters Score -891526.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -891573.062500 Penalty: 873.144165
	Iteration 14Q: 3 clusters Score -891573.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -891602.000000 Penalty: 873.144165
	Iteration 15Q: 3 clusters Score -891602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -891614.312500 Penalty: 873.144165
	Iteration 16Q: 3 clusters Score -891614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -891620.750000 Penalty: 873.144165
	Iteration 17Q: 3 clusters Score -891620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -891625.125000 Penalty: 873.144165
	Iteration 18Q: 3 clusters Score -891625.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -891627.312500 Penalty: 873.144165
	Iteration 19Q: 3 clusters Score -891627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -891631.375000 Penalty: 873.144165
	Iteration 20F: 3 clusters Score -891631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -891634.437500 Penalty: 873.144165
	Iteration 21Q: 3 clusters Score -891634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -891639.937500 Penalty: 873.144165
	Iteration 22Q: 3 clusters Score -891639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -891644.437500 Penalty: 873.144165
	Iteration 23Q: 3 clusters Score -891644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -891645.125000 Penalty: 873.144165
	Iteration 24Q: 3 clusters Score -891645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -891646.250000 Penalty: 873.144165
	Iteration 25Q: 3 clusters Score -891646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -891648.375000 Penalty: 873.144165
	Iteration 26Q: 3 clusters Score -891648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -891648.375000 Penalty: 873.144165
	Iteration 27F: 3 clusters Score -891648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -194098.625000 Penalty: 367.833557
	Iteration 0F: 2 clusters Score -194098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -191835.640625 Penalty: 735.667114
	Iteration 0F: 3 clusters Score -191835.6 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -192601.375000 Penalty: 735.667114
	Iteration 1F: 3 clusters Score -192601.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -192747.750000 Penalty: 735.667114
	Iteration 2F: 3 clusters Score -192747.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -192903.703125 Penalty: 735.667114
	Iteration 3F: 3 clusters Score -192903.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -193093.640625 Penalty: 735.667114
	Iteration 4F: 3 clusters Score -193093.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -193316.796875 Penalty: 735.667114
	Iteration 5F: 3 clusters Score -193316.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -193538.843750 Penalty: 735.667114
	Iteration 6F: 3 clusters Score -193538.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -193683.500000 Penalty: 735.667114
	Iteration 7Q: 3 clusters Score -193683.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -193796.718750 Penalty: 735.667114
	Iteration 8Q: 3 clusters Score -193796.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -193862.671875 Penalty: 735.667114
	Iteration 9Q: 3 clusters Score -193862.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -193904.437500 Penalty: 735.667114
	Iteration 10Q: 3 clusters Score -193904.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -193928.687500 Penalty: 735.667114
	Iteration 11Q: 3 clusters Score -193928.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -193946.234375 Penalty: 735.667114
	Iteration 12Q: 3 clusters Score -193946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -193955.375000 Penalty: 735.667114
	Iteration 13Q: 3 clusters Score -193955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -193961.468750 Penalty: 735.667114
	Iteration 14Q: 3 clusters Score -193961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -193963.046875 Penalty: 735.667114
	Iteration 15Q: 3 clusters Score -193963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -193963.484375 Penalty: 735.667114
	Iteration 16Q: 3 clusters Score -193963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -193963.562500 Penalty: 735.667114
	Iteration 17Q: 3 clusters Score -193963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -193963.687500 Penalty: 735.667114
	Iteration 18Q: 3 clusters Score -193963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -193964.578125 Penalty: 735.667114
	Iteration 19Q: 3 clusters Score -193964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -193964.875000 Penalty: 735.667114
	Iteration 20F: 3 clusters Score -193964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -193964.859375 Penalty: 735.667114
	Iteration 21Q: 3 clusters Score -193964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -193964.859375 Penalty: 735.667114
	Iteration 22F: 3 clusters Score -193964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -4887.421875 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -4887.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4650.118652 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -4650.119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4732.245117 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -4732.245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4750.239258 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -4750.239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4765.727539 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -4765.728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4769.125488 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -4769.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4770.334473 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -4770.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4770.334473 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -4770.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10116.648438 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10116.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9850.872070 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9850.872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9958.665039 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9958.665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9982.870117 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9982.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10024.192383 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -10024.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10045.968750 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10045.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10058.912109 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10058.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10075.863281 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10075.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10081.403320 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -10081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10083.665039 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -10083.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10085.523438 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10085.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10085.523438 Penalty: 482.600739
	Iteration 10F: 3 clusters Score -10085.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16479.068359 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16479.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16560.707031 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16560.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16627.128906 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16627.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16693.802734 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -16693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16754.675781 Penalty: 511.456482
	Iteration 4F: 3 clusters Score -16754.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16797.796875 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16820.882812 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16820.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16829.318359 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16829.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16834.623047 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16834.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16836.828125 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16836.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16838.195312 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16838.195312 Penalty: 511.456482
	Iteration 11F: 3 clusters Score -16838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 155 members 
Entering Unmasked Estep 
Score: -58206808.000000 Penalty: 52866.046875
Splitting cluster 40 changes total score from -58207180.000000 to -58206808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -15804.361328 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -15804.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15481.155273 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -15481.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15579.793945 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -15579.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15597.027344 Penalty: 506.719360
	Iteration 2Q: 3 clusters Score -15597.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15613.508789 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -15613.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15628.019531 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -15628.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15650.310547 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -15650.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15654.296875 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -15654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15657.976562 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -15657.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15664.171875 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -15664.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15667.654297 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -15667.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15684.432617 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -15684.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15724.638672 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -15724.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15731.628906 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -15731.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15734.315430 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -15734.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15735.775391 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -15735.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15735.775391 Penalty: 506.719360
	Iteration 15F: 3 clusters Score -15735.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5010.390137 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5010.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5049.421875 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5049.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5050.970703 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5050.971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5050.970703 Penalty: 408.465912
	Iteration 3F: 3 clusters Score -5050.971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -356185.937500 Penalty: 396.205505
	Iteration 0F: 2 clusters Score -356185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -352236.562500 Penalty: 792.411011
	Iteration 0F: 3 clusters Score -352236.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -353943.093750 Penalty: 792.411011
	Iteration 1F: 3 clusters Score -353943.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -354315.625000 Penalty: 792.411011
	Iteration 2F: 3 clusters Score -354315.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -354786.437500 Penalty: 792.411011
	Iteration 3F: 3 clusters Score -354786.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -355216.656250 Penalty: 792.411011
	Iteration 4F: 3 clusters Score -355216.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -355510.125000 Penalty: 792.411011
	Iteration 5F: 3 clusters Score -355510.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -355638.781250 Penalty: 792.411011
	Iteration 6Q: 3 clusters Score -355638.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -355731.031250 Penalty: 792.411011
	Iteration 7Q: 3 clusters Score -355731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -355776.625000 Penalty: 792.411011
	Iteration 8Q: 3 clusters Score -355776.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -355806.437500 Penalty: 792.411011
	Iteration 9Q: 3 clusters Score -355806.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -355830.218750 Penalty: 792.411011
	Iteration 10Q: 3 clusters Score -355830.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -355848.500000 Penalty: 792.411011
	Iteration 11Q: 3 clusters Score -355848.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -355860.437500 Penalty: 792.411011
	Iteration 12Q: 3 clusters Score -355860.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -355875.968750 Penalty: 792.411011
	Iteration 13Q: 3 clusters Score -355876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -355884.468750 Penalty: 792.411011
	Iteration 14Q: 3 clusters Score -355884.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -355888.937500 Penalty: 792.411011
	Iteration 15Q: 3 clusters Score -355888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -355893.406250 Penalty: 792.411011
	Iteration 16Q: 3 clusters Score -355893.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -355900.000000 Penalty: 792.411011
	Iteration 17Q: 3 clusters Score -355900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -355905.687500 Penalty: 792.411011
	Iteration 18Q: 3 clusters Score -355905.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -355910.875000 Penalty: 792.411011
	Iteration 19Q: 3 clusters Score -355910.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -355917.125000 Penalty: 792.411011
	Iteration 20F: 3 clusters Score -355917.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -355921.781250 Penalty: 792.411011
	Iteration 21Q: 3 clusters Score -355921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -355928.000000 Penalty: 792.411011
	Iteration 22Q: 3 clusters Score -355928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -355931.375000 Penalty: 792.411011
	Iteration 23Q: 3 clusters Score -355931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -355933.625000 Penalty: 792.411011
	Iteration 24Q: 3 clusters Score -355933.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -355940.156250 Penalty: 792.411011
	Iteration 25Q: 3 clusters Score -355940.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -355946.968750 Penalty: 792.411011
	Iteration 26Q: 3 clusters Score -355947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -355952.031250 Penalty: 792.411011
	Iteration 27Q: 3 clusters Score -355952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -355954.562500 Penalty: 792.411011
	Iteration 28Q: 3 clusters Score -355954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -355959.781250 Penalty: 792.411011
	Iteration 29Q: 3 clusters Score -355959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -355964.468750 Penalty: 792.411011
	Iteration 30Q: 3 clusters Score -355964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -355966.375000 Penalty: 792.411011
	Iteration 31Q: 3 clusters Score -355966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -355970.125000 Penalty: 792.411011
	Iteration 32Q: 3 clusters Score -355970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -355976.375000 Penalty: 792.411011
	Iteration 33Q: 3 clusters Score -355976.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -355981.437500 Penalty: 792.411011
	Iteration 34Q: 3 clusters Score -355981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -355985.156250 Penalty: 792.411011
	Iteration 35Q: 3 clusters Score -355985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -355991.781250 Penalty: 792.411011
	Iteration 36Q: 3 clusters Score -355991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -355997.937500 Penalty: 792.411011
	Iteration 37Q: 3 clusters Score -355997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -356001.468750 Penalty: 792.411011
	Iteration 38Q: 3 clusters Score -356001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -356005.062500 Penalty: 792.411011
	Iteration 39Q: 3 clusters Score -356005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -356009.562500 Penalty: 792.411011
	Iteration 40F: 3 clusters Score -356009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -356012.562500 Penalty: 792.411011
	Iteration 41Q: 3 clusters Score -356012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -356013.906250 Penalty: 792.411011
	Iteration 42Q: 3 clusters Score -356013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -356016.093750 Penalty: 792.411011
	Iteration 43Q: 3 clusters Score -356016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -356016.562500 Penalty: 792.411011
	Iteration 44Q: 3 clusters Score -356016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -356016.562500 Penalty: 792.411011
	Iteration 45F: 3 clusters Score -356016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40297.605469 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40297.61 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40525.289062 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40525.29 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40640.546875 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40640.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40678.972656 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40678.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40715.238281 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -40715.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40733.238281 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40733.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40737.707031 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40737.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40741.546875 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40741.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40742.847656 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40742.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40744.390625 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40744.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40744.390625 Penalty: 592.838867
	Iteration 10F: 3 clusters Score -40744.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -4001.847412 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -4001.847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3851.653320 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3851.653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3898.945312 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3898.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3900.364990 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3900.365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3900.364990 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3900.365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -120311.765625 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -120311.8 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 978 members 
Entering Unmasked Estep 
Score: -118894.562500 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -118894.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119419.406250 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -119419.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -119500.125000 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -119500.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119581.015625 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -119581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119703.132812 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -119703.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -119824.164062 Penalty: 691.088684
	Iteration 5F: 3 clusters Score -119824.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119920.671875 Penalty: 691.088684
	Iteration 6F: 3 clusters Score -119920.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -120007.851562 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -120007.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -120058.257812 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -120058.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -120090.437500 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -120090.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -120109.703125 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -120109.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120118.546875 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -120118.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -120121.703125 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -120121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -120123.312500 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -120123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120124.085938 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -120124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120124.648438 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -120124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120124.906250 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -120124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120125.351562 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -120125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -120125.570312 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -120125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -120126.046875 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -120126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120126.375000 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -120126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -120126.656250 Penalty: 691.088684
	Iteration 21Q: 3 clusters Score -120126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120126.968750 Penalty: 691.088684
	Iteration 22Q: 3 clusters Score -120127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -120127.320312 Penalty: 691.088684
	Iteration 23Q: 3 clusters Score -120127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -120127.382812 Penalty: 691.088684
	Iteration 24Q: 3 clusters Score -120127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -120127.585938 Penalty: 691.088684
	Iteration 25Q: 3 clusters Score -120127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -120127.585938 Penalty: 691.088684
	Iteration 26F: 3 clusters Score -120127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6007.985840 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6007.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5791.014648 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5791.015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5887.180176 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5887.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5916.082031 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -5916.082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5974.761719 Penalty: 430.192291
	Iteration 3F: 3 clusters Score -5974.762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6081.868164 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -6081.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 51 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 62 members 
Entering Unmasked Estep 
Score: -58206828.000000 Penalty: 52866.046875
Splitting cluster 47 changes total score from -58207180.000000 to -58206828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -21517.878906 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -21517.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21128.232422 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -21128.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21238.003906 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -21238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21262.373047 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -21262.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21272.322266 Penalty: 530.434082
	Iteration 3Q: 3 clusters Score -21272.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21279.267578 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -21279.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21290.390625 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -21290.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21298.669922 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -21298.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21304.023438 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -21304.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21307.623047 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -21307.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21310.794922 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -21310.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21315.941406 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -21315.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21320.800781 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -21320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21334.724609 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -21334.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21349.560547 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -21349.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21367.144531 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -21367.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21369.556641 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -21369.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21370.867188 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -21370.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21374.115234 Penalty: 530.434082
	Iteration 17Q: 3 clusters Score -21374.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21375.886719 Penalty: 530.434082
	Iteration 18Q: 3 clusters Score -21375.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21375.886719 Penalty: 530.434082
	Iteration 19F: 3 clusters Score -21375.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6606.442383 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6606.442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6652.186035 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6652.186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6658.376953 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -6658.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6659.283203 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6659.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6661.530762 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -6661.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6661.530762 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -6661.531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45539.667969 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45539.67 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45767.265625 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45767.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45838.957031 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45838.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45883.062500 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -45883.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45923.906250 Penalty: 602.426697
	Iteration 4Q: 3 clusters Score -45923.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45972.800781 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -45972.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45998.976562 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -45998.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46014.949219 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -46014.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46025.460938 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -46025.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46040.613281 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46040.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46064.355469 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46064.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46069.585938 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46069.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46071.835938 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -46071.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46072.480469 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -46072.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46073.617188 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -46073.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46073.746094 Penalty: 602.426697
	Iteration 15Q: 3 clusters Score -46073.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46073.746094 Penalty: 602.426697
	Iteration 16F: 3 clusters Score -46073.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -12565.629883 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -12565.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12251.243164 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12251.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12458.728516 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12458.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12560.878906 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12560.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12613.440430 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12613.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12640.560547 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12640.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12690.891602 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12690.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12717.492188 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12717.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12719.321289 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12719.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12719.321289 Penalty: 503.178040
	Iteration 8F: 3 clusters Score -12719.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 123 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 129 members 
Entering Unmasked Estep 
Score: -58206972.000000 Penalty: 52866.046875
Splitting cluster 51 changes total score from -58207180.000000 to -58206972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11852.753906 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11852.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12030.855469 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12030.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12108.991211 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12108.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12128.725586 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12128.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12143.617188 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12143.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12149.271484 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12149.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12158.458984 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12158.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12170.986328 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12170.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12199.968750 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12199.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12210.512695 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12210.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12212.514648 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12212.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12214.145508 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -12214.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12214.145508 Penalty: 487.877594
	Iteration 12F: 3 clusters Score -12214.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 81 members 
Entering Unmasked Estep 
Score: -58206860.000000 Penalty: 52866.046875
Splitting cluster 52 changes total score from -58207180.000000 to -58206860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11091.716797 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11091.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10795.527344 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -10795.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10959.085938 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -10959.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11041.633789 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11041.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11108.417969 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11108.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11117.450195 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11117.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11136.721680 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11136.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11148.377930 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11148.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11152.071289 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11152.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11155.460938 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -11155.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11163.247070 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -11163.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11165.638672 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -11165.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11167.529297 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -11167.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11169.996094 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -11170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11169.996094 Penalty: 494.070465
	Iteration 13F: 3 clusters Score -11170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 74 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 154 members 
Entering Unmasked Estep 
Score: -58206908.000000 Penalty: 52866.046875
Splitting cluster 53 changes total score from -58207180.000000 to -58206908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -38235.917969 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -38235.92 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 317 members 
Entering Unmasked Estep 
Score: -37636.378906 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -37636.38 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37850.523438 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -37850.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37922.867188 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -37922.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37963.589844 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -37963.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37995.980469 Penalty: 588.701782
	Iteration 4Q: 3 clusters Score -37995.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38029.250000 Penalty: 588.701782
	Iteration 5F: 3 clusters Score -38029.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38063.796875 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -38063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38096.023438 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -38096.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38108.382812 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -38108.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38117.957031 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -38117.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38127.910156 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -38127.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38134.226562 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -38134.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38138.078125 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -38138.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38148.058594 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -38148.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38164.312500 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -38164.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38176.117188 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -38176.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38198.019531 Penalty: 588.701782
	Iteration 16Q: 3 clusters Score -38198.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38218.453125 Penalty: 588.701782
	Iteration 17Q: 3 clusters Score -38218.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38231.835938 Penalty: 588.701782
	Iteration 18Q: 3 clusters Score -38231.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38239.156250 Penalty: 588.701782
	Iteration 19Q: 3 clusters Score -38239.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38241.710938 Penalty: 588.701782
	Iteration 20F: 3 clusters Score -38241.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38244.578125 Penalty: 588.701782
	Iteration 21Q: 3 clusters Score -38244.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38245.546875 Penalty: 588.701782
	Iteration 22Q: 3 clusters Score -38245.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38245.546875 Penalty: 588.701782
	Iteration 23F: 3 clusters Score -38245.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 321 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 324 members 
Entering Unmasked Estep 
Score: -58206908.000000 Penalty: 52866.046875
Splitting cluster 54 changes total score from -58207180.000000 to -58206908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -19836.029297 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -19836.03 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 187 members 
Entering Unmasked Estep 
Score: -19443.539062 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -19443.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19530.324219 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -19530.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19570.234375 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -19570.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19613.201172 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -19613.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19651.025391 Penalty: 529.897156
	Iteration 4F: 3 clusters Score -19651.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19673.259766 Penalty: 529.897156
	Iteration 5F: 3 clusters Score -19673.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19680.863281 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -19680.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19682.078125 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -19682.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19682.078125 Penalty: 529.897156
	Iteration 8F: 3 clusters Score -19682.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65272.378906 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65272.38 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -65619.101562 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65619.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65752.968750 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65752.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65858.328125 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -65858.33 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -65920.757812 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -65920.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -65965.085938 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -65965.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -66010.359375 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -66010.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -66037.671875 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -66037.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66064.343750 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -66064.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -66085.335938 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -66085.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -66095.242188 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -66095.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -66101.218750 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -66101.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66117.226562 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -66117.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -66121.593750 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -66121.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -66125.554688 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -66125.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -66127.320312 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -66127.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -66129.054688 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -66129.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -66131.242188 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -66131.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -66135.328125 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -66135.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -66140.601562 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -66140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66146.476562 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -66146.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66150.695312 Penalty: 638.837341
	Iteration 21Q: 3 clusters Score -66150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -66153.421875 Penalty: 638.837341
	Iteration 22Q: 3 clusters Score -66153.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -66154.562500 Penalty: 638.837341
	Iteration 23Q: 3 clusters Score -66154.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66154.882812 Penalty: 638.837341
	Iteration 24Q: 3 clusters Score -66154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66154.882812 Penalty: 638.837341
	Iteration 25F: 3 clusters Score -66154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 246 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 873 members 
Entering Unmasked Estep 
Score: -58206904.000000 Penalty: 52866.046875
Splitting cluster 56 changes total score from -58207180.000000 to -58206904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -11096.854492 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -11096.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10818.368164 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -10818.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10900.025391 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -10900.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10933.427734 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -10933.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10957.810547 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -10957.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10966.344727 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -10966.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10968.311523 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -10968.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10969.491211 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -10969.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10969.491211 Penalty: 477.956909
	Iteration 7F: 3 clusters Score -10969.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -14558.794922 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -14558.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14276.184570 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -14276.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14482.750000 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -14482.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14568.669922 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -14568.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14603.499023 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -14603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14665.528320 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -14665.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14731.654297 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -14731.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14735.781250 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -14735.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14739.109375 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -14739.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14743.861328 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -14743.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14743.861328 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -14743.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 114 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 145 members 
Entering Unmasked Estep 
Score: -58206988.000000 Penalty: 52866.046875
Splitting cluster 58 changes total score from -58207180.000000 to -58206988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23843.648438 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23843.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23412.349609 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -23412.35 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23536.125000 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -23536.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23574.226562 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23574.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23605.447266 Penalty: 547.248108
	Iteration 3Q: 3 clusters Score -23605.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23625.337891 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23625.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23639.259766 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23639.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23648.761719 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23648.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23655.126953 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23655.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23661.726562 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23661.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23667.773438 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23667.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23669.285156 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23669.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23669.285156 Penalty: 547.248108
	Iteration 11F: 3 clusters Score -23669.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4911.907715 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4911.908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4956.375977 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4956.376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4971.806152 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -4971.806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4978.559082 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4978.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4979.971191 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -4979.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4978.972656 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -4978.973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4978.972656 Penalty: 406.397644
	Iteration 6F: 3 clusters Score -4978.973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19865.314453 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19865.31 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19959.595703 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19959.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20009.232422 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20009.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20051.582031 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -20051.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20078.554688 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -20078.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20123.541016 Penalty: 527.164246
	Iteration 5F: 3 clusters Score -20123.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20155.964844 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20155.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20184.744141 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20184.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20203.587891 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20203.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20219.724609 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20219.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20226.824219 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -20226.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20233.662109 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -20233.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20237.431641 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -20237.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20241.632812 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -20241.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20244.193359 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -20244.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20252.837891 Penalty: 527.164246
	Iteration 15Q: 3 clusters Score -20252.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20255.591797 Penalty: 527.164246
	Iteration 16Q: 3 clusters Score -20255.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20255.591797 Penalty: 527.164246
	Iteration 17F: 3 clusters Score -20255.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11319.166016 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11319.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11047.747070 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -11047.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11185.126953 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11185.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11218.063477 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11218.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11245.700195 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11248.773438 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11248.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11248.773438 Penalty: 496.044495
	Iteration 5F: 3 clusters Score -11248.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12984.404297 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12702.992188 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12702.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12807.556641 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12807.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12830.806641 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12830.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12835.985352 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12835.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12839.996094 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12847.215820 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12847.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12853.166016 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12853.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12856.140625 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12856.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12859.076172 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12859.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12860.341797 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12860.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12860.320312 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -12860.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12862.984375 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -12862.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12865.944336 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -12865.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12869.850586 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -12869.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12875.966797 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -12875.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12876.862305 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -12876.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12876.862305 Penalty: 494.468689
	Iteration 16F: 3 clusters Score -12876.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -12299.110352 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -12299.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11945.585938 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -11945.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12141.542969 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -12141.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12186.553711 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -12186.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12222.340820 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -12222.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12238.473633 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -12238.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12265.968750 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -12265.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12277.208008 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -12277.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12281.256836 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -12281.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12283.793945 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -12283.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12284.208984 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -12284.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12284.208984 Penalty: 526.607666
	Iteration 10F: 3 clusters Score -12284.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -15295.857422 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -15295.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14996.427734 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -14996.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15114.485352 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -15114.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15168.427734 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -15168.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15176.583008 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -15176.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15180.358398 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -15180.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15181.284180 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -15181.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15181.931641 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -15181.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15181.931641 Penalty: 502.452942
	Iteration 7F: 3 clusters Score -15181.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11335.854492 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11335.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11038.044922 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11038.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11132.534180 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11132.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11178.810547 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11178.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11210.763672 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -11210.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11231.541992 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11231.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11245.605469 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11245.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11256.677734 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11256.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11259.866211 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -11259.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11263.907227 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -11263.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11263.907227 Penalty: 476.516235
	Iteration 9F: 3 clusters Score -11263.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16213.569336 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16213.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15904.819336 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15904.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16018.482422 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16018.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16052.855469 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16052.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16071.184570 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16071.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16092.647461 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16092.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16110.067383 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16110.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16119.338867 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16119.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16136.182617 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16136.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16148.113281 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16148.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16153.513672 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16153.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16161.528320 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16161.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16196.843750 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -16196.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16201.385742 Penalty: 511.456482
	Iteration 12Q: 3 clusters Score -16201.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16202.129883 Penalty: 511.456482
	Iteration 13Q: 3 clusters Score -16202.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16202.129883 Penalty: 511.456482
	Iteration 14F: 3 clusters Score -16202.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4551.798828 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4551.799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4374.195312 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4374.195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4457.187012 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4457.187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4478.309082 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -4478.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4481.532227 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4481.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4481.532227 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -4481.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2963.015137 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2963.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2796.785156 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2796.785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2834.604980 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2834.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2838.052734 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2838.053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2855.868408 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2855.868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2881.085449 Penalty: 372.585358
	Iteration 4Q: 3 clusters Score -2881.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2881.085449 Penalty: 372.585358
	Iteration 5F: 3 clusters Score -2881.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -17424.533203 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -17424.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17090.455078 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -17090.46 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17364.763672 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -17364.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17435.580078 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -17435.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17474.000000 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -17474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17506.681641 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -17506.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17526.494141 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -17526.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17535.275391 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -17535.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17535.275391 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -17535.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 51 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 220 members 
Entering Unmasked Estep 
Score: -58206892.000000 Penalty: 52866.046875
Splitting cluster 70 changes total score from -58207180.000000 to -58206892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -3550.729736 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -3550.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3413.925293 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -3413.925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3438.131592 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -3438.132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3443.680908 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -3443.681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3443.680908 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -3443.681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4582.056152 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4582.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4422.232422 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -4422.232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -4467.741211 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -4467.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -4468.710449 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -4468.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -4468.710449 Penalty: 394.096741
	Iteration 3F: 3 clusters Score -4468.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11585.624023 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11585.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11295.178711 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11295.18 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11373.265625 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11373.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11384.575195 Penalty: 498.738159
	Iteration 2Q: 3 clusters Score -11384.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11397.442383 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11397.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11414.828125 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11414.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11422.814453 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11422.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11422.814453 Penalty: 498.738159
	Iteration 6F: 3 clusters Score -11422.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5888.758789 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5888.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5683.172852 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5683.173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5749.146973 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5749.147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5778.210449 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5778.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5780.991699 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5780.992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5780.991699 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -5780.992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -15770.861328 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -15770.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15440.366211 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -15440.37 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15589.826172 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -15589.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15644.000977 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -15644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15681.124023 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -15681.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15691.102539 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -15691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15691.102539 Penalty: 514.695251
	Iteration 5F: 3 clusters Score -15691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -19652.347656 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -19652.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19289.837891 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -19289.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19435.642578 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -19435.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19492.863281 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -19492.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19511.867188 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -19511.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19519.314453 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -19519.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19525.521484 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -19525.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19530.410156 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -19530.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19534.181641 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -19534.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19541.169922 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -19541.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19542.626953 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -19542.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19544.837891 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -19544.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19546.726562 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -19546.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19548.205078 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -19548.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19548.550781 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -19548.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19548.550781 Penalty: 530.701294
	Iteration 14F: 3 clusters Score -19548.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7414.374512 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7414.375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7188.728516 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7188.729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7318.184570 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7318.185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7343.187500 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7343.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7359.594238 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7359.594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7381.390137 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7381.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7384.004395 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7384.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7386.465332 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7386.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7391.422852 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -7391.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7391.422852 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -7391.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -6432.537598 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -6432.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6242.616699 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6242.617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6301.822266 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6301.822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6310.877930 Penalty: 452.253021
	Iteration 2Q: 3 clusters Score -6310.878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6315.019043 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6315.019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6317.332031 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6317.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6328.856445 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6328.856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6334.629883 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6334.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6335.062988 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -6335.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6335.062988 Penalty: 452.253021
	Iteration 8F: 3 clusters Score -6335.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -8070.660156 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -8070.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7834.375488 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7834.375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7876.133301 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7876.133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7886.759766 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7886.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7890.420410 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -7890.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7892.236816 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7892.237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7896.698242 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7896.698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7909.747070 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -7909.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7913.152344 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -7913.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7913.152344 Penalty: 460.696136
	Iteration 8F: 3 clusters Score -7913.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7385.821289 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7385.821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7162.666992 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -7162.667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7206.838379 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7206.838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7214.425781 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7214.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13833.895508 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13519.988281 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13519.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13623.487305 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13623.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13664.830078 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13664.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13681.929688 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -13681.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13701.980469 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13701.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13711.497070 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13722.039062 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13722.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13739.420898 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -13739.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13759.462891 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -13759.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13784.212891 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -13784.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13795.966797 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -13795.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13797.340820 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -13797.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13800.474609 Penalty: 496.044495
	Iteration 12Q: 3 clusters Score -13800.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13806.857422 Penalty: 496.044495
	Iteration 13Q: 3 clusters Score -13806.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13817.736328 Penalty: 496.044495
	Iteration 14Q: 3 clusters Score -13817.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13829.172852 Penalty: 496.044495
	Iteration 15Q: 3 clusters Score -13829.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13844.200195 Penalty: 496.044495
	Iteration 16Q: 3 clusters Score -13844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13855.275391 Penalty: 496.044495
	Iteration 17Q: 3 clusters Score -13855.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13857.660156 Penalty: 496.044495
	Iteration 18Q: 3 clusters Score -13857.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13861.108398 Penalty: 496.044495
	Iteration 19Q: 3 clusters Score -13861.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13861.108398 Penalty: 496.044495
	Iteration 20F: 3 clusters Score -13861.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 53 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 180 members 
Entering Unmasked Estep 
Score: -58206840.000000 Penalty: 52866.046875
Splitting cluster 81 changes total score from -58207180.000000 to -58206840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19472.904297 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19124.791016 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -19124.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19217.125000 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -19217.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19252.148438 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -19252.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19266.310547 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -19266.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19273.548828 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -19273.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19280.712891 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -19280.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19292.656250 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -19292.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19303.363281 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -19303.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19308.244141 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -19308.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19308.886719 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -19308.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19308.886719 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -19308.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -57701.996094 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -57702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56908.984375 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -56908.98 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -57108.992188 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -57108.99 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -57193.582031 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -57193.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57249.585938 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -57249.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -57304.000000 Penalty: 621.903931
	Iteration 4F: 3 clusters Score -57304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -57353.843750 Penalty: 621.903931
	Iteration 5F: 3 clusters Score -57353.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -57392.132812 Penalty: 621.903931
	Iteration 6F: 3 clusters Score -57392.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57418.347656 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -57418.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57438.445312 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -57438.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57456.968750 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -57456.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57475.167969 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -57475.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57496.988281 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -57496.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57517.078125 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -57517.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57523.550781 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -57523.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57528.703125 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -57528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57532.066406 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -57532.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57533.785156 Penalty: 621.903931
	Iteration 16Q: 3 clusters Score -57533.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57535.375000 Penalty: 621.903931
	Iteration 17Q: 3 clusters Score -57535.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57537.960938 Penalty: 621.903931
	Iteration 18Q: 3 clusters Score -57537.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57541.128906 Penalty: 621.903931
	Iteration 19Q: 3 clusters Score -57541.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57544.972656 Penalty: 621.903931
	Iteration 20F: 3 clusters Score -57544.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57552.386719 Penalty: 621.903931
	Iteration 21Q: 3 clusters Score -57552.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57558.390625 Penalty: 621.903931
	Iteration 22Q: 3 clusters Score -57558.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57564.859375 Penalty: 621.903931
	Iteration 23Q: 3 clusters Score -57564.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57568.324219 Penalty: 621.903931
	Iteration 24Q: 3 clusters Score -57568.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57569.078125 Penalty: 621.903931
	Iteration 25Q: 3 clusters Score -57569.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57571.132812 Penalty: 621.903931
	Iteration 26Q: 3 clusters Score -57571.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57572.554688 Penalty: 621.903931
	Iteration 27Q: 3 clusters Score -57572.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57572.851562 Penalty: 621.903931
	Iteration 28Q: 3 clusters Score -57572.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57573.019531 Penalty: 621.903931
	Iteration 29Q: 3 clusters Score -57573.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57573.019531 Penalty: 621.903931
	Iteration 30F: 3 clusters Score -57573.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111161 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128400 members 
Mstep: Class 17 contains 127204 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15294 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207176.000000 Penalty: 52236.687500
Iteration 319Q: 84 clusters Score -5.820718e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33136 members 
Mstep: Class 3 contains 96864 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111155 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61697 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128393 members 
Mstep: Class 17 contains 127202 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15296 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12852 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207204.000000 Penalty: 52236.687500
Iteration 320F: 84 clusters Score -5.82072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33137 members 
Mstep: Class 3 contains 96848 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111147 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61716 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128389 members 
Mstep: Class 17 contains 127195 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15300 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12863 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207244.000000 Penalty: 52236.687500
Iteration 321Q: 84 clusters Score -5.820724e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 96837 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61728 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128381 members 
Mstep: Class 17 contains 127196 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15303 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12863 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207208.000000 Penalty: 52236.687500
Iteration 322Q: 84 clusters Score -5.820721e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 96821 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111148 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 61746 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128370 members 
Mstep: Class 17 contains 127203 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15304 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12864 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207248.000000 Penalty: 52236.687500
Iteration 323Q: 84 clusters Score -5.820725e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159375 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 96804 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111143 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 61768 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128357 members 
Mstep: Class 17 contains 127210 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15306 members 
Mstep: Class 26 contains 1197 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12865 members 
Mstep: Class 32 contains 2614 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207312.000000 Penalty: 52236.687500
Iteration 324Q: 84 clusters Score -5.820731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 96785 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111141 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 61778 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128349 members 
Mstep: Class 17 contains 127229 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15309 members 
Mstep: Class 26 contains 1198 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12860 members 
Mstep: Class 32 contains 2614 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3250 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6050 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207296.000000 Penalty: 52236.687500
Iteration 325Q: 84 clusters Score -5.82073e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33141 members 
Mstep: Class 3 contains 96763 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111146 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 61795 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128336 members 
Mstep: Class 17 contains 127243 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15312 members 
Mstep: Class 26 contains 1199 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12851 members 
Mstep: Class 32 contains 2614 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3256 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207316.000000 Penalty: 52236.687500
Iteration 326Q: 84 clusters Score -5.820732e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 96745 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111147 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 61817 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128322 members 
Mstep: Class 17 contains 127261 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15316 members 
Mstep: Class 26 contains 1200 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 2614 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3257 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207332.000000 Penalty: 52236.687500
Iteration 327Q: 84 clusters Score -5.820733e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33145 members 
Mstep: Class 3 contains 96719 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111152 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 61840 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128316 members 
Mstep: Class 17 contains 127266 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15322 members 
Mstep: Class 26 contains 1199 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12824 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207328.000000 Penalty: 52236.687500
Iteration 328Q: 84 clusters Score -5.820733e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33148 members 
Mstep: Class 3 contains 96702 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111156 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 61867 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128303 members 
Mstep: Class 17 contains 127265 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 1199 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12813 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3262 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207336.000000 Penalty: 52236.687500
Iteration 329Q: 84 clusters Score -5.820734e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33148 members 
Mstep: Class 3 contains 96691 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111162 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 61894 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128297 members 
Mstep: Class 17 contains 127260 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15330 members 
Mstep: Class 26 contains 1200 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12794 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3266 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207336.000000 Penalty: 52236.687500
Iteration 330Q: 84 clusters Score -5.820734e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33151 members 
Mstep: Class 3 contains 96669 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111168 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 61938 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128284 members 
Mstep: Class 17 contains 127247 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15337 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12776 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3270 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207404.000000 Penalty: 52236.687500
Iteration 331Q: 84 clusters Score -5.82074e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33154 members 
Mstep: Class 3 contains 96657 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111173 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 61970 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128282 members 
Mstep: Class 17 contains 127235 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15339 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12758 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207392.000000 Penalty: 52236.687500
Iteration 332Q: 84 clusters Score -5.820739e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33157 members 
Mstep: Class 3 contains 96643 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111187 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62008 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128275 members 
Mstep: Class 17 contains 127224 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15341 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12731 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14695 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207428.000000 Penalty: 52236.687500
Iteration 333Q: 84 clusters Score -5.820743e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96638 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111186 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 62026 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128275 members 
Mstep: Class 17 contains 127217 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15346 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14695 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207412.000000 Penalty: 52236.687500
Iteration 334Q: 84 clusters Score -5.820741e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96631 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111188 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 62043 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128274 members 
Mstep: Class 17 contains 127210 members 
Mstep: Class 18 contains 123875 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15353 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12706 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207412.000000 Penalty: 52236.687500
Iteration 335Q: 84 clusters Score -5.820741e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96626 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111180 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62060 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128279 members 
Mstep: Class 17 contains 127205 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15354 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12700 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207412.000000 Penalty: 52236.687500
Iteration 336Q: 84 clusters Score -5.820741e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33170 members 
Mstep: Class 3 contains 96619 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111182 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62079 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128277 members 
Mstep: Class 17 contains 127190 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15358 members 
Mstep: Class 26 contains 1205 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12694 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207364.000000 Penalty: 52236.687500
Iteration 337Q: 84 clusters Score -5.820736e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33172 members 
Mstep: Class 3 contains 96603 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111174 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62111 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128277 members 
Mstep: Class 17 contains 127173 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15361 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12695 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14694 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207340.000000 Penalty: 52236.687500
Iteration 338Q: 84 clusters Score -5.820734e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 96599 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111169 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128280 members 
Mstep: Class 17 contains 127162 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12700 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207348.000000 Penalty: 52236.687500
Iteration 339Q: 84 clusters Score -5.820735e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33173 members 
Mstep: Class 3 contains 96590 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111167 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 62140 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128281 members 
Mstep: Class 17 contains 127153 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12702 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207360.000000 Penalty: 52236.687500
Iteration 340F: 84 clusters Score -5.820736e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33173 members 
Mstep: Class 3 contains 96585 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111168 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62154 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128280 members 
Mstep: Class 17 contains 127142 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12704 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207356.000000 Penalty: 52236.687500
Iteration 341Q: 84 clusters Score -5.820736e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33172 members 
Mstep: Class 3 contains 96580 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111174 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62173 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128273 members 
Mstep: Class 17 contains 127122 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12710 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207376.000000 Penalty: 52236.687500
Iteration 342Q: 84 clusters Score -5.820738e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33173 members 
Mstep: Class 3 contains 96579 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111169 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62186 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128269 members 
Mstep: Class 17 contains 127112 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15366 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207372.000000 Penalty: 52236.687500
Iteration 343Q: 84 clusters Score -5.820737e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33175 members 
Mstep: Class 3 contains 96575 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111163 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62203 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128269 members 
Mstep: Class 17 contains 127104 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12713 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14690 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207392.000000 Penalty: 52236.687500
Iteration 344Q: 84 clusters Score -5.820739e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33175 members 
Mstep: Class 3 contains 96568 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111143 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62229 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128268 members 
Mstep: Class 17 contains 127102 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15371 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12714 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207384.000000 Penalty: 52236.687500
Iteration 345Q: 84 clusters Score -5.820738e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33175 members 
Mstep: Class 3 contains 96552 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111136 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128263 members 
Mstep: Class 17 contains 127098 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15376 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12712 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207408.000000 Penalty: 52236.687500
Iteration 346Q: 84 clusters Score -5.820741e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33175 members 
Mstep: Class 3 contains 96532 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111124 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62294 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128260 members 
Mstep: Class 17 contains 127097 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15376 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12712 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207352.000000 Penalty: 52236.687500
Iteration 347Q: 84 clusters Score -5.820735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 96517 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111109 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62324 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128260 members 
Mstep: Class 17 contains 127094 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15377 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12713 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3273 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207344.000000 Penalty: 52236.687500
Iteration 348Q: 84 clusters Score -5.820734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 96522 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111098 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62332 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128256 members 
Mstep: Class 17 contains 127092 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12714 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3274 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207340.000000 Penalty: 52236.687500
Iteration 349Q: 84 clusters Score -5.820734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33172 members 
Mstep: Class 3 contains 96529 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111090 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62338 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128255 members 
Mstep: Class 17 contains 127091 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15375 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12714 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207376.000000 Penalty: 52236.687500
Iteration 350Q: 84 clusters Score -5.820738e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33172 members 
Mstep: Class 3 contains 96528 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111080 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62354 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128252 members 
Mstep: Class 17 contains 127094 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12712 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207384.000000 Penalty: 52236.687500
Iteration 351Q: 84 clusters Score -5.820738e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33171 members 
Mstep: Class 3 contains 96526 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111081 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62361 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128246 members 
Mstep: Class 17 contains 127099 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15371 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12709 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207412.000000 Penalty: 52236.687500
Iteration 352Q: 84 clusters Score -5.820741e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33170 members 
Mstep: Class 3 contains 96523 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111086 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62372 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128237 members 
Mstep: Class 17 contains 127094 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15373 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12709 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207388.000000 Penalty: 52236.687500
Iteration 353Q: 84 clusters Score -5.820739e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33168 members 
Mstep: Class 3 contains 96518 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111085 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62386 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128225 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15375 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12709 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3277 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207392.000000 Penalty: 52236.687500
Iteration 354Q: 84 clusters Score -5.820739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33168 members 
Mstep: Class 3 contains 96513 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111077 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62411 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128210 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15379 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12707 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207448.000000 Penalty: 52236.687500
Iteration 355Q: 84 clusters Score -5.820745e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 96503 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111071 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62435 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128199 members 
Mstep: Class 17 contains 127096 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12708 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207448.000000 Penalty: 52236.687500
Iteration 356Q: 84 clusters Score -5.820745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111070 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62455 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128187 members 
Mstep: Class 17 contains 127100 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12707 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207408.000000 Penalty: 52236.687500
Iteration 357Q: 84 clusters Score -5.820741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111071 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62470 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128174 members 
Mstep: Class 17 contains 127107 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15376 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207432.000000 Penalty: 52236.687500
Iteration 358Q: 84 clusters Score -5.820743e+07 nChanged 60
Entering ConstructFrom: 
Score: -58207432.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (159367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159367 members 
Entering Unmasked Estep 
Score: -9524155.000000 Penalty: 545.042908
	Iteration 0F: 2 clusters Score -9524155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9418736.000000 Penalty: 1090.085815
	Iteration 0F: 3 clusters Score -9418736 nChanged 78354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -9465891.000000 Penalty: 1090.085815
	Iteration 1F: 3 clusters Score -9465891 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -9467954.000000 Penalty: 1090.085815
	Iteration 2Q: 3 clusters Score -9467954 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -9471849.000000 Penalty: 1090.085815
	Iteration 3Q: 3 clusters Score -9471849 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -9478619.000000 Penalty: 1090.085815
	Iteration 4F: 3 clusters Score -9478619 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -9487974.000000 Penalty: 1090.085815
	Iteration 5F: 3 clusters Score -9487974 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -9497542.000000 Penalty: 1090.085815
	Iteration 6F: 3 clusters Score -9497542 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -9504768.000000 Penalty: 1090.085815
	Iteration 7F: 3 clusters Score -9504768 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -9509420.000000 Penalty: 1090.085815
	Iteration 8Q: 3 clusters Score -9509420 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133956 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9512149.000000 Penalty: 1090.085815
	Iteration 9Q: 3 clusters Score -9512149 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9513995.000000 Penalty: 1090.085815
	Iteration 10Q: 3 clusters Score -9513995 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140025 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -9515234.000000 Penalty: 1090.085815
	Iteration 11Q: 3 clusters Score -9515234 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142713 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -9516422.000000 Penalty: 1090.085815
	Iteration 12Q: 3 clusters Score -9516422 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145181 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -9517535.000000 Penalty: 1090.085815
	Iteration 13Q: 3 clusters Score -9517535 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9518481.000000 Penalty: 1090.085815
	Iteration 14Q: 3 clusters Score -9518481 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -9519404.000000 Penalty: 1090.085815
	Iteration 15Q: 3 clusters Score -9519404 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -9520099.000000 Penalty: 1090.085815
	Iteration 16Q: 3 clusters Score -9520099 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -9520866.000000 Penalty: 1090.085815
	Iteration 17Q: 3 clusters Score -9520866 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -9521347.000000 Penalty: 1090.085815
	Iteration 18Q: 3 clusters Score -9521347 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -9521790.000000 Penalty: 1090.085815
	Iteration 19Q: 3 clusters Score -9521790 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155686 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9522141.000000 Penalty: 1090.085815
	Iteration 20F: 3 clusters Score -9522141 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -9522498.000000 Penalty: 1090.085815
	Iteration 21Q: 3 clusters Score -9522498 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9522787.000000 Penalty: 1090.085815
	Iteration 22Q: 3 clusters Score -9522787 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9522973.000000 Penalty: 1090.085815
	Iteration 23Q: 3 clusters Score -9522973 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9523138.000000 Penalty: 1090.085815
	Iteration 24Q: 3 clusters Score -9523138 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9523259.000000 Penalty: 1090.085815
	Iteration 25Q: 3 clusters Score -9523259 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9523354.000000 Penalty: 1090.085815
	Iteration 26Q: 3 clusters Score -9523354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9523433.000000 Penalty: 1090.085815
	Iteration 27Q: 3 clusters Score -9523433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9523479.000000 Penalty: 1090.085815
	Iteration 28Q: 3 clusters Score -9523479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9523526.000000 Penalty: 1090.085815
	Iteration 29Q: 3 clusters Score -9523526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9523555.000000 Penalty: 1090.085815
	Iteration 30Q: 3 clusters Score -9523555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9523603.000000 Penalty: 1090.085815
	Iteration 31Q: 3 clusters Score -9523603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9523633.000000 Penalty: 1090.085815
	Iteration 32Q: 3 clusters Score -9523633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9523649.000000 Penalty: 1090.085815
	Iteration 33Q: 3 clusters Score -9523649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158962 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9523654.000000 Penalty: 1090.085815
	Iteration 34Q: 3 clusters Score -9523654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9523674.000000 Penalty: 1090.085815
	Iteration 35Q: 3 clusters Score -9523674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9523684.000000 Penalty: 1090.085815
	Iteration 36Q: 3 clusters Score -9523684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159023 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9523690.000000 Penalty: 1090.085815
	Iteration 37Q: 3 clusters Score -9523690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9523708.000000 Penalty: 1090.085815
	Iteration 38Q: 3 clusters Score -9523708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9523720.000000 Penalty: 1090.085815
	Iteration 39Q: 3 clusters Score -9523720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9523720.000000 Penalty: 1090.085815
	Iteration 40F: 3 clusters Score -9523720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9523722.000000 Penalty: 1090.085815
	Iteration 41Q: 3 clusters Score -9523722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9523723.000000 Penalty: 1090.085815
	Iteration 42Q: 3 clusters Score -9523723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9523720.000000 Penalty: 1090.085815
	Iteration 43Q: 3 clusters Score -9523720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9523721.000000 Penalty: 1090.085815
	Iteration 44Q: 3 clusters Score -9523721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9523725.000000 Penalty: 1090.085815
	Iteration 45Q: 3 clusters Score -9523725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9523727.000000 Penalty: 1090.085815
	Iteration 46Q: 3 clusters Score -9523727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9523727.000000 Penalty: 1090.085815
	Iteration 47Q: 3 clusters Score -9523727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9523727.000000 Penalty: 1090.085815
	Iteration 48F: 3 clusters Score -9523727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Entering Unmasked Estep 
Score: -1995745.250000 Penalty: 473.620880
	Iteration 0F: 2 clusters Score -1995745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1973530.250000 Penalty: 947.241760
	Iteration 0F: 3 clusters Score -1973530 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1983647.375000 Penalty: 947.241760
	Iteration 1F: 3 clusters Score -1983647 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1984761.875000 Penalty: 947.241760
	Iteration 2F: 3 clusters Score -1984762 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1986473.625000 Penalty: 947.241760
	Iteration 3F: 3 clusters Score -1986474 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1988756.125000 Penalty: 947.241760
	Iteration 4F: 3 clusters Score -1988756 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1990899.750000 Penalty: 947.241760
	Iteration 5F: 3 clusters Score -1990900 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1992016.875000 Penalty: 947.241760
	Iteration 6F: 3 clusters Score -1992017 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -1992510.250000 Penalty: 947.241760
	Iteration 7Q: 3 clusters Score -1992510 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -1992838.250000 Penalty: 947.241760
	Iteration 8Q: 3 clusters Score -1992838 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1993076.875000 Penalty: 947.241760
	Iteration 9Q: 3 clusters Score -1993077 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1993239.500000 Penalty: 947.241760
	Iteration 10Q: 3 clusters Score -1993240 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -1993349.750000 Penalty: 947.241760
	Iteration 11Q: 3 clusters Score -1993350 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -1993435.375000 Penalty: 947.241760
	Iteration 12Q: 3 clusters Score -1993435 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1993487.750000 Penalty: 947.241760
	Iteration 13Q: 3 clusters Score -1993488 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1993539.125000 Penalty: 947.241760
	Iteration 14Q: 3 clusters Score -1993539 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1993574.125000 Penalty: 947.241760
	Iteration 15Q: 3 clusters Score -1993574 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1993603.875000 Penalty: 947.241760
	Iteration 16Q: 3 clusters Score -1993604 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -1993637.375000 Penalty: 947.241760
	Iteration 17Q: 3 clusters Score -1993637 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -1993661.375000 Penalty: 947.241760
	Iteration 18Q: 3 clusters Score -1993661 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -1993689.375000 Penalty: 947.241760
	Iteration 19Q: 3 clusters Score -1993689 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1993714.625000 Penalty: 947.241760
	Iteration 20F: 3 clusters Score -1993715 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -1993731.000000 Penalty: 947.241760
	Iteration 21Q: 3 clusters Score -1993731 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -1993751.375000 Penalty: 947.241760
	Iteration 22Q: 3 clusters Score -1993751 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -1993780.500000 Penalty: 947.241760
	Iteration 23Q: 3 clusters Score -1993780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1993814.125000 Penalty: 947.241760
	Iteration 24Q: 3 clusters Score -1993814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1993842.000000 Penalty: 947.241760
	Iteration 25Q: 3 clusters Score -1993842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -1993875.875000 Penalty: 947.241760
	Iteration 26Q: 3 clusters Score -1993876 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1993904.250000 Penalty: 947.241760
	Iteration 27Q: 3 clusters Score -1993904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1993928.500000 Penalty: 947.241760
	Iteration 28Q: 3 clusters Score -1993928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1993980.250000 Penalty: 947.241760
	Iteration 29Q: 3 clusters Score -1993980 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -1994011.250000 Penalty: 947.241760
	Iteration 30Q: 3 clusters Score -1994011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -1994070.875000 Penalty: 947.241760
	Iteration 31Q: 3 clusters Score -1994071 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1994110.250000 Penalty: 947.241760
	Iteration 32Q: 3 clusters Score -1994110 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -1994162.875000 Penalty: 947.241760
	Iteration 33Q: 3 clusters Score -1994163 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -1994222.500000 Penalty: 947.241760
	Iteration 34Q: 3 clusters Score -1994222 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1994285.000000 Penalty: 947.241760
	Iteration 35Q: 3 clusters Score -1994285 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -1994341.500000 Penalty: 947.241760
	Iteration 36Q: 3 clusters Score -1994342 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1994408.500000 Penalty: 947.241760
	Iteration 37Q: 3 clusters Score -1994408 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -1994476.625000 Penalty: 947.241760
	Iteration 38Q: 3 clusters Score -1994477 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -1994529.250000 Penalty: 947.241760
	Iteration 39Q: 3 clusters Score -1994529 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -1994596.625000 Penalty: 947.241760
	Iteration 40F: 3 clusters Score -1994597 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -1994671.750000 Penalty: 947.241760
	Iteration 41Q: 3 clusters Score -1994672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -1994731.625000 Penalty: 947.241760
	Iteration 42Q: 3 clusters Score -1994732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -1994787.875000 Penalty: 947.241760
	Iteration 43Q: 3 clusters Score -1994788 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -1994830.250000 Penalty: 947.241760
	Iteration 44Q: 3 clusters Score -1994830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -1994874.250000 Penalty: 947.241760
	Iteration 45Q: 3 clusters Score -1994874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -1994924.500000 Penalty: 947.241760
	Iteration 46Q: 3 clusters Score -1994924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -1994964.625000 Penalty: 947.241760
	Iteration 47Q: 3 clusters Score -1994965 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -1995001.750000 Penalty: 947.241760
	Iteration 48Q: 3 clusters Score -1995002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -1995045.125000 Penalty: 947.241760
	Iteration 49Q: 3 clusters Score -1995045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -1995075.375000 Penalty: 947.241760
	Iteration 50Q: 3 clusters Score -1995075 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -1995097.000000 Penalty: 947.241760
	Iteration 51Q: 3 clusters Score -1995097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -1995116.375000 Penalty: 947.241760
	Iteration 52Q: 3 clusters Score -1995116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -1995126.500000 Penalty: 947.241760
	Iteration 53Q: 3 clusters Score -1995126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -1995146.875000 Penalty: 947.241760
	Iteration 54Q: 3 clusters Score -1995147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -1995165.125000 Penalty: 947.241760
	Iteration 55Q: 3 clusters Score -1995165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -1995175.000000 Penalty: 947.241760
	Iteration 56Q: 3 clusters Score -1995175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -1995188.125000 Penalty: 947.241760
	Iteration 57Q: 3 clusters Score -1995188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -1995208.750000 Penalty: 947.241760
	Iteration 58Q: 3 clusters Score -1995209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -1995226.625000 Penalty: 947.241760
	Iteration 59Q: 3 clusters Score -1995227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -1995240.875000 Penalty: 947.241760
	Iteration 60F: 3 clusters Score -1995241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -1995259.375000 Penalty: 947.241760
	Iteration 61Q: 3 clusters Score -1995259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -1995271.625000 Penalty: 947.241760
	Iteration 62Q: 3 clusters Score -1995272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -1995286.875000 Penalty: 947.241760
	Iteration 63Q: 3 clusters Score -1995287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -1995300.250000 Penalty: 947.241760
	Iteration 64Q: 3 clusters Score -1995300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -1995306.750000 Penalty: 947.241760
	Iteration 65Q: 3 clusters Score -1995307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -1995309.750000 Penalty: 947.241760
	Iteration 66Q: 3 clusters Score -1995310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -1995314.625000 Penalty: 947.241760
	Iteration 67Q: 3 clusters Score -1995315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -1995324.375000 Penalty: 947.241760
	Iteration 68Q: 3 clusters Score -1995324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -1995337.500000 Penalty: 947.241760
	Iteration 69Q: 3 clusters Score -1995338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -1995351.375000 Penalty: 947.241760
	Iteration 70Q: 3 clusters Score -1995351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -1995361.500000 Penalty: 947.241760
	Iteration 71Q: 3 clusters Score -1995362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -1995367.875000 Penalty: 947.241760
	Iteration 72Q: 3 clusters Score -1995368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -1995378.500000 Penalty: 947.241760
	Iteration 73Q: 3 clusters Score -1995378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -1995388.250000 Penalty: 947.241760
	Iteration 74Q: 3 clusters Score -1995388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -1995389.750000 Penalty: 947.241760
	Iteration 75Q: 3 clusters Score -1995390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -1995392.500000 Penalty: 947.241760
	Iteration 76Q: 3 clusters Score -1995392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -1995399.125000 Penalty: 947.241760
	Iteration 77Q: 3 clusters Score -1995399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -1995399.750000 Penalty: 947.241760
	Iteration 78Q: 3 clusters Score -1995400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -1995408.125000 Penalty: 947.241760
	Iteration 79Q: 3 clusters Score -1995408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -1995410.000000 Penalty: 947.241760
	Iteration 80F: 3 clusters Score -1995410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -1995413.250000 Penalty: 947.241760
	Iteration 81Q: 3 clusters Score -1995413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -1995412.000000 Penalty: 947.241760
	Iteration 82Q: 3 clusters Score -1995412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -1995412.500000 Penalty: 947.241760
	Iteration 83Q: 3 clusters Score -1995412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -1995411.250000 Penalty: 947.241760
	Iteration 84Q: 3 clusters Score -1995411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -1995412.375000 Penalty: 947.241760
	Iteration 85Q: 3 clusters Score -1995412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -1995412.125000 Penalty: 947.241760
	Iteration 86Q: 3 clusters Score -1995412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -1995412.375000 Penalty: 947.241760
	Iteration 87Q: 3 clusters Score -1995412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -1995411.500000 Penalty: 947.241760
	Iteration 88Q: 3 clusters Score -1995412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -1995411.000000 Penalty: 947.241760
	Iteration 89Q: 3 clusters Score -1995411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -1995411.000000 Penalty: 947.241760
	Iteration 90F: 3 clusters Score -1995411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Entering Unmasked Estep 
Score: -5790528.500000 Penalty: 522.214233
	Iteration 0F: 2 clusters Score -5790528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5725978.500000 Penalty: 1044.428467
	Iteration 0F: 3 clusters Score -5725978 nChanged 46960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -5754238.000000 Penalty: 1044.428467
	Iteration 1F: 3 clusters Score -5754238 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -5755625.000000 Penalty: 1044.428467
	Iteration 2Q: 3 clusters Score -5755625 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -5758057.000000 Penalty: 1044.428467
	Iteration 3F: 3 clusters Score -5758057 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -5762305.000000 Penalty: 1044.428467
	Iteration 4F: 3 clusters Score -5762305 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -5768701.500000 Penalty: 1044.428467
	Iteration 5F: 3 clusters Score -5768702 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -5775962.500000 Penalty: 1044.428467
	Iteration 6F: 3 clusters Score -5775962 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -5781618.000000 Penalty: 1044.428467
	Iteration 7F: 3 clusters Score -5781618 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -5784969.000000 Penalty: 1044.428467
	Iteration 8Q: 3 clusters Score -5784969 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -5786727.500000 Penalty: 1044.428467
	Iteration 9Q: 3 clusters Score -5786728 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -5787833.000000 Penalty: 1044.428467
	Iteration 10Q: 3 clusters Score -5787833 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -5788624.000000 Penalty: 1044.428467
	Iteration 11Q: 3 clusters Score -5788624 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -5789190.500000 Penalty: 1044.428467
	Iteration 12Q: 3 clusters Score -5789190 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -5789624.000000 Penalty: 1044.428467
	Iteration 13Q: 3 clusters Score -5789624 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -5789877.000000 Penalty: 1044.428467
	Iteration 14Q: 3 clusters Score -5789877 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -5790083.000000 Penalty: 1044.428467
	Iteration 15Q: 3 clusters Score -5790083 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -5790205.500000 Penalty: 1044.428467
	Iteration 16Q: 3 clusters Score -5790206 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -5790310.500000 Penalty: 1044.428467
	Iteration 17Q: 3 clusters Score -5790310 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -5790388.500000 Penalty: 1044.428467
	Iteration 18Q: 3 clusters Score -5790388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -5790425.500000 Penalty: 1044.428467
	Iteration 19Q: 3 clusters Score -5790426 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -5790485.500000 Penalty: 1044.428467
	Iteration 20F: 3 clusters Score -5790486 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -5790513.500000 Penalty: 1044.428467
	Iteration 21Q: 3 clusters Score -5790514 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -5790541.000000 Penalty: 1044.428467
	Iteration 22Q: 3 clusters Score -5790541 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -5790600.000000 Penalty: 1044.428467
	Iteration 23Q: 3 clusters Score -5790600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -5790608.000000 Penalty: 1044.428467
	Iteration 24Q: 3 clusters Score -5790608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -5790649.500000 Penalty: 1044.428467
	Iteration 25Q: 3 clusters Score -5790650 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -5790684.500000 Penalty: 1044.428467
	Iteration 26Q: 3 clusters Score -5790684 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -5790696.500000 Penalty: 1044.428467
	Iteration 27Q: 3 clusters Score -5790696 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -5790724.000000 Penalty: 1044.428467
	Iteration 28Q: 3 clusters Score -5790724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -5790766.000000 Penalty: 1044.428467
	Iteration 29Q: 3 clusters Score -5790766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -5790787.000000 Penalty: 1044.428467
	Iteration 30Q: 3 clusters Score -5790787 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -5790797.500000 Penalty: 1044.428467
	Iteration 31Q: 3 clusters Score -5790798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -5790840.500000 Penalty: 1044.428467
	Iteration 32Q: 3 clusters Score -5790840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -5790830.000000 Penalty: 1044.428467
	Iteration 33Q: 3 clusters Score -5790830 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -5790831.500000 Penalty: 1044.428467
	Iteration 34Q: 3 clusters Score -5790832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -5790831.000000 Penalty: 1044.428467
	Iteration 35Q: 3 clusters Score -5790831 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -5790830.000000 Penalty: 1044.428467
	Iteration 36Q: 3 clusters Score -5790830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -5790812.000000 Penalty: 1044.428467
	Iteration 37Q: 3 clusters Score -5790812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -5790828.500000 Penalty: 1044.428467
	Iteration 38Q: 3 clusters Score -5790828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -5790821.000000 Penalty: 1044.428467
	Iteration 39Q: 3 clusters Score -5790821 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -5790817.000000 Penalty: 1044.428467
	Iteration 40F: 3 clusters Score -5790817 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -5790821.500000 Penalty: 1044.428467
	Iteration 41Q: 3 clusters Score -5790822 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -5790858.000000 Penalty: 1044.428467
	Iteration 42Q: 3 clusters Score -5790858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -5790848.500000 Penalty: 1044.428467
	Iteration 43Q: 3 clusters Score -5790848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -5790828.000000 Penalty: 1044.428467
	Iteration 44Q: 3 clusters Score -5790828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -5790857.500000 Penalty: 1044.428467
	Iteration 45Q: 3 clusters Score -5790858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -5790853.000000 Penalty: 1044.428467
	Iteration 46Q: 3 clusters Score -5790853 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -5790849.000000 Penalty: 1044.428467
	Iteration 47Q: 3 clusters Score -5790849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -5790865.000000 Penalty: 1044.428467
	Iteration 48Q: 3 clusters Score -5790865 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -5790870.000000 Penalty: 1044.428467
	Iteration 49Q: 3 clusters Score -5790870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -5790858.000000 Penalty: 1044.428467
	Iteration 50Q: 3 clusters Score -5790858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -5790877.500000 Penalty: 1044.428467
	Iteration 51Q: 3 clusters Score -5790878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -5790899.500000 Penalty: 1044.428467
	Iteration 52Q: 3 clusters Score -5790900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -5790898.500000 Penalty: 1044.428467
	Iteration 53Q: 3 clusters Score -5790898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -5790895.500000 Penalty: 1044.428467
	Iteration 54Q: 3 clusters Score -5790896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -5790905.500000 Penalty: 1044.428467
	Iteration 55Q: 3 clusters Score -5790906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -5790901.500000 Penalty: 1044.428467
	Iteration 56Q: 3 clusters Score -5790902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -5790891.500000 Penalty: 1044.428467
	Iteration 57Q: 3 clusters Score -5790892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -5790892.000000 Penalty: 1044.428467
	Iteration 58Q: 3 clusters Score -5790892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -5790886.500000 Penalty: 1044.428467
	Iteration 59Q: 3 clusters Score -5790886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -5790870.500000 Penalty: 1044.428467
	Iteration 60F: 3 clusters Score -5790870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -5790865.500000 Penalty: 1044.428467
	Iteration 61Q: 3 clusters Score -5790866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -5790856.000000 Penalty: 1044.428467
	Iteration 62Q: 3 clusters Score -5790856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -5790862.000000 Penalty: 1044.428467
	Iteration 63Q: 3 clusters Score -5790862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -5790853.000000 Penalty: 1044.428467
	Iteration 64Q: 3 clusters Score -5790853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -5790839.000000 Penalty: 1044.428467
	Iteration 65Q: 3 clusters Score -5790839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -5790830.000000 Penalty: 1044.428467
	Iteration 66Q: 3 clusters Score -5790830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -5790824.500000 Penalty: 1044.428467
	Iteration 67Q: 3 clusters Score -5790824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -5790813.000000 Penalty: 1044.428467
	Iteration 68Q: 3 clusters Score -5790813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -5790805.000000 Penalty: 1044.428467
	Iteration 69Q: 3 clusters Score -5790805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -5790804.000000 Penalty: 1044.428467
	Iteration 70Q: 3 clusters Score -5790804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -5790796.500000 Penalty: 1044.428467
	Iteration 71Q: 3 clusters Score -5790796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -5790796.000000 Penalty: 1044.428467
	Iteration 72Q: 3 clusters Score -5790796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -5790796.000000 Penalty: 1044.428467
	Iteration 73Q: 3 clusters Score -5790796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -5790789.000000 Penalty: 1044.428467
	Iteration 74Q: 3 clusters Score -5790789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -5790784.000000 Penalty: 1044.428467
	Iteration 75Q: 3 clusters Score -5790784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -5790784.500000 Penalty: 1044.428467
	Iteration 76Q: 3 clusters Score -5790784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -5790789.000000 Penalty: 1044.428467
	Iteration 77Q: 3 clusters Score -5790789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -5790789.500000 Penalty: 1044.428467
	Iteration 78Q: 3 clusters Score -5790790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -5790782.500000 Penalty: 1044.428467
	Iteration 79Q: 3 clusters Score -5790782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -5790769.500000 Penalty: 1044.428467
	Iteration 80F: 3 clusters Score -5790770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -5790763.000000 Penalty: 1044.428467
	Iteration 81Q: 3 clusters Score -5790763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -5790763.000000 Penalty: 1044.428467
	Iteration 82Q: 3 clusters Score -5790763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -5790753.500000 Penalty: 1044.428467
	Iteration 83Q: 3 clusters Score -5790754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -5790767.000000 Penalty: 1044.428467
	Iteration 84Q: 3 clusters Score -5790767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -5790757.500000 Penalty: 1044.428467
	Iteration 85Q: 3 clusters Score -5790758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -5790760.000000 Penalty: 1044.428467
	Iteration 86Q: 3 clusters Score -5790760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -5790756.000000 Penalty: 1044.428467
	Iteration 87Q: 3 clusters Score -5790756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -5790754.500000 Penalty: 1044.428467
	Iteration 88Q: 3 clusters Score -5790754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -5790754.000000 Penalty: 1044.428467
	Iteration 89Q: 3 clusters Score -5790754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -5790751.000000 Penalty: 1044.428467
	Iteration 90Q: 3 clusters Score -5790751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -5790746.500000 Penalty: 1044.428467
	Iteration 91Q: 3 clusters Score -5790746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -5790747.000000 Penalty: 1044.428467
	Iteration 92Q: 3 clusters Score -5790747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -5790752.500000 Penalty: 1044.428467
	Iteration 93Q: 3 clusters Score -5790752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -5790757.500000 Penalty: 1044.428467
	Iteration 94Q: 3 clusters Score -5790758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -5790758.000000 Penalty: 1044.428467
	Iteration 95Q: 3 clusters Score -5790758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -5790761.000000 Penalty: 1044.428467
	Iteration 96Q: 3 clusters Score -5790761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -5790758.500000 Penalty: 1044.428467
	Iteration 97Q: 3 clusters Score -5790758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -5790754.000000 Penalty: 1044.428467
	Iteration 98Q: 3 clusters Score -5790754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -5790759.500000 Penalty: 1044.428467
	Iteration 99Q: 3 clusters Score -5790760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -5790761.500000 Penalty: 1044.428467
	Iteration 100F: 3 clusters Score -5790762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -5790761.500000 Penalty: 1044.428467
	Iteration 101Q: 3 clusters Score -5790762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -5790759.000000 Penalty: 1044.428467
	Iteration 102Q: 3 clusters Score -5790759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -5790771.000000 Penalty: 1044.428467
	Iteration 103Q: 3 clusters Score -5790771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -5790756.500000 Penalty: 1044.428467
	Iteration 104Q: 3 clusters Score -5790756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -5790754.500000 Penalty: 1044.428467
	Iteration 105Q: 3 clusters Score -5790754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -5790754.000000 Penalty: 1044.428467
	Iteration 106Q: 3 clusters Score -5790754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -5790760.500000 Penalty: 1044.428467
	Iteration 107Q: 3 clusters Score -5790760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -5790753.000000 Penalty: 1044.428467
	Iteration 108Q: 3 clusters Score -5790753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -5790753.500000 Penalty: 1044.428467
	Iteration 109Q: 3 clusters Score -5790754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -5790760.000000 Penalty: 1044.428467
	Iteration 110Q: 3 clusters Score -5790760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -5790760.500000 Penalty: 1044.428467
	Iteration 111Q: 3 clusters Score -5790760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -5790745.500000 Penalty: 1044.428467
	Iteration 112Q: 3 clusters Score -5790746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -5790745.500000 Penalty: 1044.428467
	Iteration 113Q: 3 clusters Score -5790746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -5790741.500000 Penalty: 1044.428467
	Iteration 114Q: 3 clusters Score -5790742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -5790738.000000 Penalty: 1044.428467
	Iteration 115Q: 3 clusters Score -5790738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -5790739.500000 Penalty: 1044.428467
	Iteration 116Q: 3 clusters Score -5790740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -5790732.000000 Penalty: 1044.428467
	Iteration 117Q: 3 clusters Score -5790732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -5790737.000000 Penalty: 1044.428467
	Iteration 118Q: 3 clusters Score -5790737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -5790732.500000 Penalty: 1044.428467
	Iteration 119Q: 3 clusters Score -5790732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -5790738.500000 Penalty: 1044.428467
	Iteration 120F: 3 clusters Score -5790738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -5790736.000000 Penalty: 1044.428467
	Iteration 121Q: 3 clusters Score -5790736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -5790732.000000 Penalty: 1044.428467
	Iteration 122Q: 3 clusters Score -5790732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -5790727.500000 Penalty: 1044.428467
	Iteration 123Q: 3 clusters Score -5790728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -5790719.000000 Penalty: 1044.428467
	Iteration 124Q: 3 clusters Score -5790719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -5790721.500000 Penalty: 1044.428467
	Iteration 125Q: 3 clusters Score -5790722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -5790724.000000 Penalty: 1044.428467
	Iteration 126Q: 3 clusters Score -5790724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -5790718.500000 Penalty: 1044.428467
	Iteration 127Q: 3 clusters Score -5790718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -5790718.500000 Penalty: 1044.428467
	Iteration 128Q: 3 clusters Score -5790718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -5790718.000000 Penalty: 1044.428467
	Iteration 129Q: 3 clusters Score -5790718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -5790724.500000 Penalty: 1044.428467
	Iteration 130Q: 3 clusters Score -5790724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -5790724.000000 Penalty: 1044.428467
	Iteration 131Q: 3 clusters Score -5790724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -5790722.500000 Penalty: 1044.428467
	Iteration 132Q: 3 clusters Score -5790722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -5790715.000000 Penalty: 1044.428467
	Iteration 133Q: 3 clusters Score -5790715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 93909 members 
Entering Unmasked Estep 
Score: -5790715.500000 Penalty: 1044.428467
	Iteration 134Q: 3 clusters Score -5790716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -5790709.000000 Penalty: 1044.428467
	Iteration 135Q: 3 clusters Score -5790709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -5790710.000000 Penalty: 1044.428467
	Iteration 136Q: 3 clusters Score -5790710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -5790709.000000 Penalty: 1044.428467
	Iteration 137Q: 3 clusters Score -5790709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -5790709.500000 Penalty: 1044.428467
	Iteration 138Q: 3 clusters Score -5790710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -5790708.000000 Penalty: 1044.428467
	Iteration 139Q: 3 clusters Score -5790708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -5790708.000000 Penalty: 1044.428467
	Iteration 140F: 3 clusters Score -5790708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 93926 members 
Entering Unmasked Estep 
Score: -58207236.000000 Penalty: 52866.046875
Splitting cluster 3 changes total score from -58207432.000000 to -58207236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -192307.250000 Penalty: 368.155090
	Iteration 0F: 2 clusters Score -192307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -190093.578125 Penalty: 736.310181
	Iteration 0F: 3 clusters Score -190093.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -190933.843750 Penalty: 736.310181
	Iteration 1F: 3 clusters Score -190933.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -191100.078125 Penalty: 736.310181
	Iteration 2F: 3 clusters Score -191100.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -191273.843750 Penalty: 736.310181
	Iteration 3F: 3 clusters Score -191273.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -191433.468750 Penalty: 736.310181
	Iteration 4F: 3 clusters Score -191433.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -191572.328125 Penalty: 736.310181
	Iteration 5F: 3 clusters Score -191572.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -191654.156250 Penalty: 736.310181
	Iteration 6Q: 3 clusters Score -191654.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -191707.968750 Penalty: 736.310181
	Iteration 7Q: 3 clusters Score -191708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -191741.437500 Penalty: 736.310181
	Iteration 8Q: 3 clusters Score -191741.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -191764.562500 Penalty: 736.310181
	Iteration 9Q: 3 clusters Score -191764.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -191778.750000 Penalty: 736.310181
	Iteration 10Q: 3 clusters Score -191778.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -191786.468750 Penalty: 736.310181
	Iteration 11Q: 3 clusters Score -191786.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -191790.375000 Penalty: 736.310181
	Iteration 12Q: 3 clusters Score -191790.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -191793.000000 Penalty: 736.310181
	Iteration 13Q: 3 clusters Score -191793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -191795.687500 Penalty: 736.310181
	Iteration 14Q: 3 clusters Score -191795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -191797.921875 Penalty: 736.310181
	Iteration 15Q: 3 clusters Score -191797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -191799.406250 Penalty: 736.310181
	Iteration 16Q: 3 clusters Score -191799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -191801.203125 Penalty: 736.310181
	Iteration 17Q: 3 clusters Score -191801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -191805.062500 Penalty: 736.310181
	Iteration 18Q: 3 clusters Score -191805.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -191808.046875 Penalty: 736.310181
	Iteration 19Q: 3 clusters Score -191808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -191810.625000 Penalty: 736.310181
	Iteration 20F: 3 clusters Score -191810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -191812.265625 Penalty: 736.310181
	Iteration 21Q: 3 clusters Score -191812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -191814.250000 Penalty: 736.310181
	Iteration 22Q: 3 clusters Score -191814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -191816.484375 Penalty: 736.310181
	Iteration 23Q: 3 clusters Score -191816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -191818.828125 Penalty: 736.310181
	Iteration 24Q: 3 clusters Score -191818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -191821.187500 Penalty: 736.310181
	Iteration 25Q: 3 clusters Score -191821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -191825.390625 Penalty: 736.310181
	Iteration 26Q: 3 clusters Score -191825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -191831.265625 Penalty: 736.310181
	Iteration 27Q: 3 clusters Score -191831.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -191837.218750 Penalty: 736.310181
	Iteration 28Q: 3 clusters Score -191837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -191841.234375 Penalty: 736.310181
	Iteration 29Q: 3 clusters Score -191841.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -191844.390625 Penalty: 736.310181
	Iteration 30Q: 3 clusters Score -191844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -191847.375000 Penalty: 736.310181
	Iteration 31Q: 3 clusters Score -191847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -191850.500000 Penalty: 736.310181
	Iteration 32Q: 3 clusters Score -191850.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -191854.812500 Penalty: 736.310181
	Iteration 33Q: 3 clusters Score -191854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -191857.500000 Penalty: 736.310181
	Iteration 34Q: 3 clusters Score -191857.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -191860.937500 Penalty: 736.310181
	Iteration 35Q: 3 clusters Score -191860.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -191864.000000 Penalty: 736.310181
	Iteration 36Q: 3 clusters Score -191864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -191867.265625 Penalty: 736.310181
	Iteration 37Q: 3 clusters Score -191867.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -191871.921875 Penalty: 736.310181
	Iteration 38Q: 3 clusters Score -191871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -191881.062500 Penalty: 736.310181
	Iteration 39Q: 3 clusters Score -191881.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -191888.578125 Penalty: 736.310181
	Iteration 40F: 3 clusters Score -191888.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -191893.703125 Penalty: 736.310181
	Iteration 41Q: 3 clusters Score -191893.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -191901.421875 Penalty: 736.310181
	Iteration 42Q: 3 clusters Score -191901.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -191908.671875 Penalty: 736.310181
	Iteration 43Q: 3 clusters Score -191908.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -191915.515625 Penalty: 736.310181
	Iteration 44Q: 3 clusters Score -191915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -191922.406250 Penalty: 736.310181
	Iteration 45Q: 3 clusters Score -191922.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -191925.812500 Penalty: 736.310181
	Iteration 46Q: 3 clusters Score -191925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -191928.593750 Penalty: 736.310181
	Iteration 47Q: 3 clusters Score -191928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -191933.078125 Penalty: 736.310181
	Iteration 48Q: 3 clusters Score -191933.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -191935.187500 Penalty: 736.310181
	Iteration 49Q: 3 clusters Score -191935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -191936.734375 Penalty: 736.310181
	Iteration 50Q: 3 clusters Score -191936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -191938.562500 Penalty: 736.310181
	Iteration 51Q: 3 clusters Score -191938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -191941.890625 Penalty: 736.310181
	Iteration 52Q: 3 clusters Score -191941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -191944.640625 Penalty: 736.310181
	Iteration 53Q: 3 clusters Score -191944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -191947.265625 Penalty: 736.310181
	Iteration 54Q: 3 clusters Score -191947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -191949.046875 Penalty: 736.310181
	Iteration 55Q: 3 clusters Score -191949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -191951.578125 Penalty: 736.310181
	Iteration 56Q: 3 clusters Score -191951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -191953.859375 Penalty: 736.310181
	Iteration 57Q: 3 clusters Score -191953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -191956.562500 Penalty: 736.310181
	Iteration 58Q: 3 clusters Score -191956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -191957.203125 Penalty: 736.310181
	Iteration 59Q: 3 clusters Score -191957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -191958.921875 Penalty: 736.310181
	Iteration 60F: 3 clusters Score -191958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -191959.765625 Penalty: 736.310181
	Iteration 61Q: 3 clusters Score -191959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -191960.156250 Penalty: 736.310181
	Iteration 62Q: 3 clusters Score -191960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -191960.125000 Penalty: 736.310181
	Iteration 63Q: 3 clusters Score -191960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -191960.390625 Penalty: 736.310181
	Iteration 64Q: 3 clusters Score -191960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -191960.390625 Penalty: 736.310181
	Iteration 65F: 3 clusters Score -191960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Entering Unmasked Estep 
Score: -4374539.000000 Penalty: 509.455139
	Iteration 0F: 2 clusters Score -4374539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4325326.000000 Penalty: 1018.910278
	Iteration 0F: 3 clusters Score -4325326 nChanged 35474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4346856.500000 Penalty: 1018.910278
	Iteration 1F: 3 clusters Score -4346856 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -4348726.500000 Penalty: 1018.910278
	Iteration 2F: 3 clusters Score -4348726 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -4352349.500000 Penalty: 1018.910278
	Iteration 3F: 3 clusters Score -4352350 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -4358050.500000 Penalty: 1018.910278
	Iteration 4F: 3 clusters Score -4358050 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -4365005.500000 Penalty: 1018.910278
	Iteration 5F: 3 clusters Score -4365006 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -4370255.500000 Penalty: 1018.910278
	Iteration 6F: 3 clusters Score -4370256 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -4372688.000000 Penalty: 1018.910278
	Iteration 7Q: 3 clusters Score -4372688 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -4373574.000000 Penalty: 1018.910278
	Iteration 8Q: 3 clusters Score -4373574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -4373865.500000 Penalty: 1018.910278
	Iteration 9Q: 3 clusters Score -4373866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -4373996.500000 Penalty: 1018.910278
	Iteration 10Q: 3 clusters Score -4373996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -4374048.000000 Penalty: 1018.910278
	Iteration 11Q: 3 clusters Score -4374048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -4374061.500000 Penalty: 1018.910278
	Iteration 12Q: 3 clusters Score -4374062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -4374061.000000 Penalty: 1018.910278
	Iteration 13Q: 3 clusters Score -4374061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -4374067.500000 Penalty: 1018.910278
	Iteration 14Q: 3 clusters Score -4374068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -4374076.500000 Penalty: 1018.910278
	Iteration 15Q: 3 clusters Score -4374076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -4374072.500000 Penalty: 1018.910278
	Iteration 16Q: 3 clusters Score -4374072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -4374077.500000 Penalty: 1018.910278
	Iteration 17Q: 3 clusters Score -4374078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -4374081.000000 Penalty: 1018.910278
	Iteration 18Q: 3 clusters Score -4374081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -4374088.500000 Penalty: 1018.910278
	Iteration 19Q: 3 clusters Score -4374088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -4374092.000000 Penalty: 1018.910278
	Iteration 20F: 3 clusters Score -4374092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -4374096.000000 Penalty: 1018.910278
	Iteration 21Q: 3 clusters Score -4374096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -4374097.500000 Penalty: 1018.910278
	Iteration 22Q: 3 clusters Score -4374098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -4374099.000000 Penalty: 1018.910278
	Iteration 23Q: 3 clusters Score -4374099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -4374103.500000 Penalty: 1018.910278
	Iteration 24Q: 3 clusters Score -4374104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -4374105.000000 Penalty: 1018.910278
	Iteration 25Q: 3 clusters Score -4374105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -4374105.500000 Penalty: 1018.910278
	Iteration 26Q: 3 clusters Score -4374106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -4374105.500000 Penalty: 1018.910278
	Iteration 27F: 3 clusters Score -4374106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -7385.241211 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -7385.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7023.447266 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -7023.447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7255.561035 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -7255.561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7312.032227 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -7312.032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7331.003418 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -7331.003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7365.135254 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -7365.135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7385.037598 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -7385.038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7394.593262 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -7394.593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7413.083008 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -7413.083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7420.727051 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -7420.727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7430.704102 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -7430.704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7433.146973 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -7433.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7435.004395 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -7435.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7435.004395 Penalty: 536.390686
	Iteration 12F: 3 clusters Score -7435.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 145 members 
Entering Unmasked Estep 
Score: -58207108.000000 Penalty: 52866.046875
Splitting cluster 6 changes total score from -58207432.000000 to -58207108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -23293.132812 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -23293.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22898.744141 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -22898.74 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23022.041016 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -23022.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23062.289062 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -23062.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23093.923828 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -23093.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23199.021484 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -23199.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23308.478516 Penalty: 532.288574
	Iteration 5F: 3 clusters Score -23308.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23343.544922 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -23343.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23365.169922 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -23365.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23381.640625 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -23381.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23383.746094 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -23383.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23383.746094 Penalty: 532.288574
	Iteration 10F: 3 clusters Score -23383.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 93 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 254 members 
Entering Unmasked Estep 
Score: -58207076.000000 Penalty: 52866.046875
Splitting cluster 7 changes total score from -58207432.000000 to -58207076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (111061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Entering Unmasked Estep 
Score: -6669228.000000 Penalty: 528.611511
	Iteration 0F: 2 clusters Score -6669228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -6596064.500000 Penalty: 1057.223022
	Iteration 0F: 3 clusters Score -6596064 nChanged 54255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -6630999.000000 Penalty: 1057.223022
	Iteration 1F: 3 clusters Score -6630999 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -6635064.500000 Penalty: 1057.223022
	Iteration 2F: 3 clusters Score -6635064 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -6641439.500000 Penalty: 1057.223022
	Iteration 3F: 3 clusters Score -6641440 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -6649153.500000 Penalty: 1057.223022
	Iteration 4F: 3 clusters Score -6649154 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -6655003.500000 Penalty: 1057.223022
	Iteration 5F: 3 clusters Score -6655004 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -6657412.500000 Penalty: 1057.223022
	Iteration 6Q: 3 clusters Score -6657412 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -6658366.500000 Penalty: 1057.223022
	Iteration 7Q: 3 clusters Score -6658366 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -6659043.500000 Penalty: 1057.223022
	Iteration 8Q: 3 clusters Score -6659044 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -6659662.500000 Penalty: 1057.223022
	Iteration 9Q: 3 clusters Score -6659662 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -6660329.500000 Penalty: 1057.223022
	Iteration 10Q: 3 clusters Score -6660330 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -6660966.500000 Penalty: 1057.223022
	Iteration 11Q: 3 clusters Score -6660966 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -6661602.000000 Penalty: 1057.223022
	Iteration 12Q: 3 clusters Score -6661602 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -6662161.500000 Penalty: 1057.223022
	Iteration 13Q: 3 clusters Score -6662162 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -6662690.500000 Penalty: 1057.223022
	Iteration 14Q: 3 clusters Score -6662690 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -6663005.500000 Penalty: 1057.223022
	Iteration 15Q: 3 clusters Score -6663006 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -6663331.000000 Penalty: 1057.223022
	Iteration 16Q: 3 clusters Score -6663331 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -6663584.000000 Penalty: 1057.223022
	Iteration 17Q: 3 clusters Score -6663584 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -6663818.500000 Penalty: 1057.223022
	Iteration 18Q: 3 clusters Score -6663818 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -6664029.000000 Penalty: 1057.223022
	Iteration 19Q: 3 clusters Score -6664029 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -6664213.500000 Penalty: 1057.223022
	Iteration 20F: 3 clusters Score -6664214 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -6664379.000000 Penalty: 1057.223022
	Iteration 21Q: 3 clusters Score -6664379 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -6664544.000000 Penalty: 1057.223022
	Iteration 22Q: 3 clusters Score -6664544 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -6664699.000000 Penalty: 1057.223022
	Iteration 23Q: 3 clusters Score -6664699 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -6664864.500000 Penalty: 1057.223022
	Iteration 24Q: 3 clusters Score -6664864 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -6664977.000000 Penalty: 1057.223022
	Iteration 25Q: 3 clusters Score -6664977 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -6665097.000000 Penalty: 1057.223022
	Iteration 26Q: 3 clusters Score -6665097 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -6665197.500000 Penalty: 1057.223022
	Iteration 27Q: 3 clusters Score -6665198 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -6665350.500000 Penalty: 1057.223022
	Iteration 28Q: 3 clusters Score -6665350 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -6665463.000000 Penalty: 1057.223022
	Iteration 29Q: 3 clusters Score -6665463 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -6665602.500000 Penalty: 1057.223022
	Iteration 30Q: 3 clusters Score -6665602 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -6665778.000000 Penalty: 1057.223022
	Iteration 31Q: 3 clusters Score -6665778 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -6665971.500000 Penalty: 1057.223022
	Iteration 32Q: 3 clusters Score -6665972 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -6666167.500000 Penalty: 1057.223022
	Iteration 33Q: 3 clusters Score -6666168 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -6666397.000000 Penalty: 1057.223022
	Iteration 34Q: 3 clusters Score -6666397 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -6666606.500000 Penalty: 1057.223022
	Iteration 35Q: 3 clusters Score -6666606 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -6666793.000000 Penalty: 1057.223022
	Iteration 36Q: 3 clusters Score -6666793 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -6666988.000000 Penalty: 1057.223022
	Iteration 37Q: 3 clusters Score -6666988 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -6667204.500000 Penalty: 1057.223022
	Iteration 38Q: 3 clusters Score -6667204 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -6667453.000000 Penalty: 1057.223022
	Iteration 39Q: 3 clusters Score -6667453 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -6667679.000000 Penalty: 1057.223022
	Iteration 40F: 3 clusters Score -6667679 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -6668023.500000 Penalty: 1057.223022
	Iteration 41Q: 3 clusters Score -6668024 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -6668294.500000 Penalty: 1057.223022
	Iteration 42Q: 3 clusters Score -6668294 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -6668578.000000 Penalty: 1057.223022
	Iteration 43Q: 3 clusters Score -6668578 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -6668814.500000 Penalty: 1057.223022
	Iteration 44Q: 3 clusters Score -6668814 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -6669141.500000 Penalty: 1057.223022
	Iteration 45Q: 3 clusters Score -6669142 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -6669436.500000 Penalty: 1057.223022
	Iteration 46Q: 3 clusters Score -6669436 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -6669626.000000 Penalty: 1057.223022
	Iteration 47Q: 3 clusters Score -6669626 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -6669850.000000 Penalty: 1057.223022
	Iteration 48Q: 3 clusters Score -6669850 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -6670057.500000 Penalty: 1057.223022
	Iteration 49Q: 3 clusters Score -6670058 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -6670029.000000 Penalty: 1057.223022
	Iteration 50Q: 3 clusters Score -6670029 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -6670050.500000 Penalty: 1057.223022
	Iteration 51Q: 3 clusters Score -6670050 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -6669978.500000 Penalty: 1057.223022
	Iteration 52Q: 3 clusters Score -6669978 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -6669923.000000 Penalty: 1057.223022
	Iteration 53Q: 3 clusters Score -6669923 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -6669908.500000 Penalty: 1057.223022
	Iteration 54Q: 3 clusters Score -6669908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -6669855.000000 Penalty: 1057.223022
	Iteration 55Q: 3 clusters Score -6669855 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 109257 members 
Entering Unmasked Estep 
Score: -6669782.000000 Penalty: 1057.223022
	Iteration 56Q: 3 clusters Score -6669782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -6669678.000000 Penalty: 1057.223022
	Iteration 57Q: 3 clusters Score -6669678 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -6669592.000000 Penalty: 1057.223022
	Iteration 58Q: 3 clusters Score -6669592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -6669542.500000 Penalty: 1057.223022
	Iteration 59Q: 3 clusters Score -6669542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -6669504.500000 Penalty: 1057.223022
	Iteration 60F: 3 clusters Score -6669504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -6669446.500000 Penalty: 1057.223022
	Iteration 61Q: 3 clusters Score -6669446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -6669391.500000 Penalty: 1057.223022
	Iteration 62Q: 3 clusters Score -6669392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -6669354.500000 Penalty: 1057.223022
	Iteration 63Q: 3 clusters Score -6669354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -6669331.500000 Penalty: 1057.223022
	Iteration 64Q: 3 clusters Score -6669332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -6669312.500000 Penalty: 1057.223022
	Iteration 65Q: 3 clusters Score -6669312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -6669310.500000 Penalty: 1057.223022
	Iteration 66Q: 3 clusters Score -6669310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -6669293.000000 Penalty: 1057.223022
	Iteration 67Q: 3 clusters Score -6669293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -6669261.000000 Penalty: 1057.223022
	Iteration 68Q: 3 clusters Score -6669261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -6669264.500000 Penalty: 1057.223022
	Iteration 69Q: 3 clusters Score -6669264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -6669241.500000 Penalty: 1057.223022
	Iteration 70Q: 3 clusters Score -6669242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -6669239.500000 Penalty: 1057.223022
	Iteration 71Q: 3 clusters Score -6669240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -6669238.000000 Penalty: 1057.223022
	Iteration 72Q: 3 clusters Score -6669238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -6669239.000000 Penalty: 1057.223022
	Iteration 73Q: 3 clusters Score -6669239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -6669238.500000 Penalty: 1057.223022
	Iteration 74Q: 3 clusters Score -6669238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -6669239.500000 Penalty: 1057.223022
	Iteration 75Q: 3 clusters Score -6669240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -6669237.000000 Penalty: 1057.223022
	Iteration 76Q: 3 clusters Score -6669237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -6669234.000000 Penalty: 1057.223022
	Iteration 77Q: 3 clusters Score -6669234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -6669235.000000 Penalty: 1057.223022
	Iteration 78Q: 3 clusters Score -6669235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -6669235.000000 Penalty: 1057.223022
	Iteration 79F: 3 clusters Score -6669235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 110678 members 
Entering Unmasked Estep 
Score: -58207304.000000 Penalty: 52866.046875
Splitting cluster 8 changes total score from -58207432.000000 to -58207304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14597.247070 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14597.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14692.630859 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14692.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14747.595703 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14747.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14822.737305 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14822.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14893.350586 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14893.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14942.474609 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14942.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14954.428711 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14954.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14958.908203 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14958.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14964.938477 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14964.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14970.084961 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14970.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14970.084961 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -14970.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 96 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 165 members 
Entering Unmasked Estep 
Score: -58207064.000000 Penalty: 52866.046875
Splitting cluster 9 changes total score from -58207432.000000 to -58207064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -418918.125000 Penalty: 404.230835
	Iteration 0F: 2 clusters Score -418918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -414007.312500 Penalty: 808.461670
	Iteration 0F: 3 clusters Score -414007.3 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -415804.937500 Penalty: 808.461670
	Iteration 1F: 3 clusters Score -415804.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -415920.437500 Penalty: 808.461670
	Iteration 2Q: 3 clusters Score -415920.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -416076.875000 Penalty: 808.461670
	Iteration 3Q: 3 clusters Score -416076.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -416310.281250 Penalty: 808.461670
	Iteration 4F: 3 clusters Score -416310.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -416653.656250 Penalty: 808.461670
	Iteration 5F: 3 clusters Score -416653.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -417065.750000 Penalty: 808.461670
	Iteration 6F: 3 clusters Score -417065.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -417460.281250 Penalty: 808.461670
	Iteration 7F: 3 clusters Score -417460.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -417732.125000 Penalty: 808.461670
	Iteration 8Q: 3 clusters Score -417732.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -417881.437500 Penalty: 808.461670
	Iteration 9Q: 3 clusters Score -417881.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -417963.968750 Penalty: 808.461670
	Iteration 10Q: 3 clusters Score -417964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -418030.000000 Penalty: 808.461670
	Iteration 11Q: 3 clusters Score -418030 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -418094.750000 Penalty: 808.461670
	Iteration 12Q: 3 clusters Score -418094.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -418161.062500 Penalty: 808.461670
	Iteration 13Q: 3 clusters Score -418161.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -418213.250000 Penalty: 808.461670
	Iteration 14Q: 3 clusters Score -418213.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -418248.187500 Penalty: 808.461670
	Iteration 15Q: 3 clusters Score -418248.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -418276.000000 Penalty: 808.461670
	Iteration 16Q: 3 clusters Score -418276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -418308.562500 Penalty: 808.461670
	Iteration 17Q: 3 clusters Score -418308.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -418335.281250 Penalty: 808.461670
	Iteration 18Q: 3 clusters Score -418335.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -418366.937500 Penalty: 808.461670
	Iteration 19Q: 3 clusters Score -418366.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -418396.031250 Penalty: 808.461670
	Iteration 20F: 3 clusters Score -418396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -418419.218750 Penalty: 808.461670
	Iteration 21Q: 3 clusters Score -418419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -418441.000000 Penalty: 808.461670
	Iteration 22Q: 3 clusters Score -418441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -418460.781250 Penalty: 808.461670
	Iteration 23Q: 3 clusters Score -418460.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -418475.000000 Penalty: 808.461670
	Iteration 24Q: 3 clusters Score -418475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -418489.437500 Penalty: 808.461670
	Iteration 25Q: 3 clusters Score -418489.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -418500.906250 Penalty: 808.461670
	Iteration 26Q: 3 clusters Score -418500.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -418508.968750 Penalty: 808.461670
	Iteration 27Q: 3 clusters Score -418509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -418514.750000 Penalty: 808.461670
	Iteration 28Q: 3 clusters Score -418514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -418516.343750 Penalty: 808.461670
	Iteration 29Q: 3 clusters Score -418516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -418517.781250 Penalty: 808.461670
	Iteration 30Q: 3 clusters Score -418517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -418521.093750 Penalty: 808.461670
	Iteration 31Q: 3 clusters Score -418521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -418525.187500 Penalty: 808.461670
	Iteration 32Q: 3 clusters Score -418525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -418528.062500 Penalty: 808.461670
	Iteration 33Q: 3 clusters Score -418528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -418530.843750 Penalty: 808.461670
	Iteration 34Q: 3 clusters Score -418530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -418534.031250 Penalty: 808.461670
	Iteration 35Q: 3 clusters Score -418534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -418539.562500 Penalty: 808.461670
	Iteration 36Q: 3 clusters Score -418539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -418544.312500 Penalty: 808.461670
	Iteration 37Q: 3 clusters Score -418544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -418558.343750 Penalty: 808.461670
	Iteration 38Q: 3 clusters Score -418558.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -418563.468750 Penalty: 808.461670
	Iteration 39Q: 3 clusters Score -418563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -418565.531250 Penalty: 808.461670
	Iteration 40F: 3 clusters Score -418565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -418567.125000 Penalty: 808.461670
	Iteration 41Q: 3 clusters Score -418567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -418567.968750 Penalty: 808.461670
	Iteration 42Q: 3 clusters Score -418568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -418569.281250 Penalty: 808.461670
	Iteration 43Q: 3 clusters Score -418569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -418570.125000 Penalty: 808.461670
	Iteration 44Q: 3 clusters Score -418570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -418571.062500 Penalty: 808.461670
	Iteration 45Q: 3 clusters Score -418571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -418572.781250 Penalty: 808.461670
	Iteration 46Q: 3 clusters Score -418572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -418575.562500 Penalty: 808.461670
	Iteration 47Q: 3 clusters Score -418575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -418580.093750 Penalty: 808.461670
	Iteration 48Q: 3 clusters Score -418580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -418583.750000 Penalty: 808.461670
	Iteration 49Q: 3 clusters Score -418583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -418586.125000 Penalty: 808.461670
	Iteration 50Q: 3 clusters Score -418586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -418586.562500 Penalty: 808.461670
	Iteration 51Q: 3 clusters Score -418586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -418586.468750 Penalty: 808.461670
	Iteration 52Q: 3 clusters Score -418586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -418587.031250 Penalty: 808.461670
	Iteration 53Q: 3 clusters Score -418587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -418587.500000 Penalty: 808.461670
	Iteration 54Q: 3 clusters Score -418587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -418587.500000 Penalty: 808.461670
	Iteration 55F: 3 clusters Score -418587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Entering Unmasked Estep 
Score: -3838295.500000 Penalty: 502.438385
	Iteration 0F: 2 clusters Score -3838296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3796350.500000 Penalty: 1004.876770
	Iteration 0F: 3 clusters Score -3796350 nChanged 30488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3814672.500000 Penalty: 1004.876770
	Iteration 1F: 3 clusters Score -3814672 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3815580.750000 Penalty: 1004.876770
	Iteration 2Q: 3 clusters Score -3815581 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3817114.000000 Penalty: 1004.876770
	Iteration 3Q: 3 clusters Score -3817114 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3819643.250000 Penalty: 1004.876770
	Iteration 4F: 3 clusters Score -3819643 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3823525.000000 Penalty: 1004.876770
	Iteration 5F: 3 clusters Score -3823525 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3827350.750000 Penalty: 1004.876770
	Iteration 6F: 3 clusters Score -3827351 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3829558.250000 Penalty: 1004.876770
	Iteration 7F: 3 clusters Score -3829558 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3830430.250000 Penalty: 1004.876770
	Iteration 8Q: 3 clusters Score -3830430 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3830979.000000 Penalty: 1004.876770
	Iteration 9Q: 3 clusters Score -3830979 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3831509.000000 Penalty: 1004.876770
	Iteration 10Q: 3 clusters Score -3831509 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3832017.500000 Penalty: 1004.876770
	Iteration 11Q: 3 clusters Score -3832018 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3832433.000000 Penalty: 1004.876770
	Iteration 12Q: 3 clusters Score -3832433 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -3832869.250000 Penalty: 1004.876770
	Iteration 13Q: 3 clusters Score -3832869 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -3833261.000000 Penalty: 1004.876770
	Iteration 14Q: 3 clusters Score -3833261 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -3833609.250000 Penalty: 1004.876770
	Iteration 15Q: 3 clusters Score -3833609 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3833892.250000 Penalty: 1004.876770
	Iteration 16Q: 3 clusters Score -3833892 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -3834100.500000 Penalty: 1004.876770
	Iteration 17Q: 3 clusters Score -3834100 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -3834272.000000 Penalty: 1004.876770
	Iteration 18Q: 3 clusters Score -3834272 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -3834415.750000 Penalty: 1004.876770
	Iteration 19Q: 3 clusters Score -3834416 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3834532.000000 Penalty: 1004.876770
	Iteration 20F: 3 clusters Score -3834532 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -3834665.500000 Penalty: 1004.876770
	Iteration 21Q: 3 clusters Score -3834666 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -3834783.750000 Penalty: 1004.876770
	Iteration 22Q: 3 clusters Score -3834784 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -3834929.500000 Penalty: 1004.876770
	Iteration 23Q: 3 clusters Score -3834930 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -3835069.500000 Penalty: 1004.876770
	Iteration 24Q: 3 clusters Score -3835070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -3835241.500000 Penalty: 1004.876770
	Iteration 25Q: 3 clusters Score -3835242 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -3835351.500000 Penalty: 1004.876770
	Iteration 26Q: 3 clusters Score -3835352 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -3835457.000000 Penalty: 1004.876770
	Iteration 27Q: 3 clusters Score -3835457 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -3835590.250000 Penalty: 1004.876770
	Iteration 28Q: 3 clusters Score -3835590 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -3835714.000000 Penalty: 1004.876770
	Iteration 29Q: 3 clusters Score -3835714 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -3835836.250000 Penalty: 1004.876770
	Iteration 30Q: 3 clusters Score -3835836 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -3835968.250000 Penalty: 1004.876770
	Iteration 31Q: 3 clusters Score -3835968 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -3836065.000000 Penalty: 1004.876770
	Iteration 32Q: 3 clusters Score -3836065 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -3836167.500000 Penalty: 1004.876770
	Iteration 33Q: 3 clusters Score -3836168 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -3836257.750000 Penalty: 1004.876770
	Iteration 34Q: 3 clusters Score -3836258 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -3836345.250000 Penalty: 1004.876770
	Iteration 35Q: 3 clusters Score -3836345 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -3836442.250000 Penalty: 1004.876770
	Iteration 36Q: 3 clusters Score -3836442 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -3836520.750000 Penalty: 1004.876770
	Iteration 37Q: 3 clusters Score -3836521 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -3836582.000000 Penalty: 1004.876770
	Iteration 38Q: 3 clusters Score -3836582 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -3836677.750000 Penalty: 1004.876770
	Iteration 39Q: 3 clusters Score -3836678 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -3836759.500000 Penalty: 1004.876770
	Iteration 40F: 3 clusters Score -3836760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -3836826.250000 Penalty: 1004.876770
	Iteration 41Q: 3 clusters Score -3836826 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -3836886.000000 Penalty: 1004.876770
	Iteration 42Q: 3 clusters Score -3836886 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -3836929.000000 Penalty: 1004.876770
	Iteration 43Q: 3 clusters Score -3836929 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -3836981.500000 Penalty: 1004.876770
	Iteration 44Q: 3 clusters Score -3836982 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -3837004.500000 Penalty: 1004.876770
	Iteration 45Q: 3 clusters Score -3837004 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -3837048.000000 Penalty: 1004.876770
	Iteration 46Q: 3 clusters Score -3837048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -3837080.500000 Penalty: 1004.876770
	Iteration 47Q: 3 clusters Score -3837080 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -3837137.500000 Penalty: 1004.876770
	Iteration 48Q: 3 clusters Score -3837138 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -3837188.000000 Penalty: 1004.876770
	Iteration 49Q: 3 clusters Score -3837188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -3837220.500000 Penalty: 1004.876770
	Iteration 50Q: 3 clusters Score -3837220 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -3837250.750000 Penalty: 1004.876770
	Iteration 51Q: 3 clusters Score -3837251 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -3837280.250000 Penalty: 1004.876770
	Iteration 52Q: 3 clusters Score -3837280 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -3837328.000000 Penalty: 1004.876770
	Iteration 53Q: 3 clusters Score -3837328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -3837366.750000 Penalty: 1004.876770
	Iteration 54Q: 3 clusters Score -3837367 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -3837415.000000 Penalty: 1004.876770
	Iteration 55Q: 3 clusters Score -3837415 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -3837462.000000 Penalty: 1004.876770
	Iteration 56Q: 3 clusters Score -3837462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -3837515.750000 Penalty: 1004.876770
	Iteration 57Q: 3 clusters Score -3837516 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -3837541.250000 Penalty: 1004.876770
	Iteration 58Q: 3 clusters Score -3837541 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -3837585.250000 Penalty: 1004.876770
	Iteration 59Q: 3 clusters Score -3837585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -3837624.750000 Penalty: 1004.876770
	Iteration 60F: 3 clusters Score -3837625 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -3837665.250000 Penalty: 1004.876770
	Iteration 61Q: 3 clusters Score -3837665 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -3837710.500000 Penalty: 1004.876770
	Iteration 62Q: 3 clusters Score -3837710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -3837739.750000 Penalty: 1004.876770
	Iteration 63Q: 3 clusters Score -3837740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -3837758.500000 Penalty: 1004.876770
	Iteration 64Q: 3 clusters Score -3837758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -3837775.750000 Penalty: 1004.876770
	Iteration 65Q: 3 clusters Score -3837776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -3837789.500000 Penalty: 1004.876770
	Iteration 66Q: 3 clusters Score -3837790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -3837801.500000 Penalty: 1004.876770
	Iteration 67Q: 3 clusters Score -3837802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -3837816.750000 Penalty: 1004.876770
	Iteration 68Q: 3 clusters Score -3837817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -3837828.000000 Penalty: 1004.876770
	Iteration 69Q: 3 clusters Score -3837828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -3837850.000000 Penalty: 1004.876770
	Iteration 70Q: 3 clusters Score -3837850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -3837851.750000 Penalty: 1004.876770
	Iteration 71Q: 3 clusters Score -3837852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -3837866.500000 Penalty: 1004.876770
	Iteration 72Q: 3 clusters Score -3837866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -3837871.750000 Penalty: 1004.876770
	Iteration 73Q: 3 clusters Score -3837872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -3837874.500000 Penalty: 1004.876770
	Iteration 74Q: 3 clusters Score -3837874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -3837884.250000 Penalty: 1004.876770
	Iteration 75Q: 3 clusters Score -3837884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -3837882.750000 Penalty: 1004.876770
	Iteration 76Q: 3 clusters Score -3837883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -3837884.750000 Penalty: 1004.876770
	Iteration 77Q: 3 clusters Score -3837885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -3837889.500000 Penalty: 1004.876770
	Iteration 78Q: 3 clusters Score -3837890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -3837894.750000 Penalty: 1004.876770
	Iteration 79Q: 3 clusters Score -3837895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -3837904.000000 Penalty: 1004.876770
	Iteration 80F: 3 clusters Score -3837904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -3837904.750000 Penalty: 1004.876770
	Iteration 81Q: 3 clusters Score -3837905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -3837906.250000 Penalty: 1004.876770
	Iteration 82Q: 3 clusters Score -3837906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -3837908.750000 Penalty: 1004.876770
	Iteration 83Q: 3 clusters Score -3837909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -3837904.000000 Penalty: 1004.876770
	Iteration 84Q: 3 clusters Score -3837904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -3837907.500000 Penalty: 1004.876770
	Iteration 85Q: 3 clusters Score -3837908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -3837913.250000 Penalty: 1004.876770
	Iteration 86Q: 3 clusters Score -3837913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -3837914.750000 Penalty: 1004.876770
	Iteration 87Q: 3 clusters Score -3837915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -3837914.250000 Penalty: 1004.876770
	Iteration 88Q: 3 clusters Score -3837914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -3837922.750000 Penalty: 1004.876770
	Iteration 89Q: 3 clusters Score -3837923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -3837929.250000 Penalty: 1004.876770
	Iteration 90Q: 3 clusters Score -3837929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -3837938.250000 Penalty: 1004.876770
	Iteration 91Q: 3 clusters Score -3837938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -3837937.500000 Penalty: 1004.876770
	Iteration 92Q: 3 clusters Score -3837938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -3837939.500000 Penalty: 1004.876770
	Iteration 93Q: 3 clusters Score -3837940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -3837944.000000 Penalty: 1004.876770
	Iteration 94Q: 3 clusters Score -3837944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -3837952.500000 Penalty: 1004.876770
	Iteration 95Q: 3 clusters Score -3837952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -3837953.500000 Penalty: 1004.876770
	Iteration 96Q: 3 clusters Score -3837954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -3837957.250000 Penalty: 1004.876770
	Iteration 97Q: 3 clusters Score -3837957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -3837954.250000 Penalty: 1004.876770
	Iteration 98Q: 3 clusters Score -3837954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -3837958.750000 Penalty: 1004.876770
	Iteration 99Q: 3 clusters Score -3837959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -3837962.250000 Penalty: 1004.876770
	Iteration 100F: 3 clusters Score -3837962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -3837961.000000 Penalty: 1004.876770
	Iteration 101Q: 3 clusters Score -3837961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -3837970.750000 Penalty: 1004.876770
	Iteration 102Q: 3 clusters Score -3837971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -3837967.250000 Penalty: 1004.876770
	Iteration 103Q: 3 clusters Score -3837967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -3837968.000000 Penalty: 1004.876770
	Iteration 104Q: 3 clusters Score -3837968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -3837967.000000 Penalty: 1004.876770
	Iteration 105Q: 3 clusters Score -3837967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -3837968.750000 Penalty: 1004.876770
	Iteration 106Q: 3 clusters Score -3837969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -3837971.750000 Penalty: 1004.876770
	Iteration 107Q: 3 clusters Score -3837972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -3837969.000000 Penalty: 1004.876770
	Iteration 108Q: 3 clusters Score -3837969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -3837969.000000 Penalty: 1004.876770
	Iteration 109F: 3 clusters Score -3837969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -30311.542969 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -30311.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29830.505859 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -29830.51 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29959.130859 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -29959.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29987.525391 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -29987.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30016.939453 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -30016.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30037.027344 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -30037.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30050.445312 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -30050.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30063.931641 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -30063.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30070.035156 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -30070.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30074.093750 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -30074.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30076.861328 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -30076.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30077.070312 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -30077.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30077.542969 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -30077.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30077.542969 Penalty: 561.052979
	Iteration 12F: 3 clusters Score -30077.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -61984.343750 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -61984.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61126.441406 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -61126.44 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61467.117188 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -61467.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -61575.625000 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -61575.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -61648.035156 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -61648.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61682.179688 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -61682.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61722.582031 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -61722.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -61746.695312 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -61746.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61759.566406 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -61759.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61765.773438 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -61765.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61770.210938 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -61770.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -61772.585938 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -61772.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -61774.824219 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -61774.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61775.160156 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -61775.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61775.671875 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -61775.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61776.070312 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -61776.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61776.070312 Penalty: 633.994019
	Iteration 15F: 3 clusters Score -61776.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37631.187500 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37631.19 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37768.460938 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37768.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37790.441406 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37790.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37811.382812 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37811.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37831.113281 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37831.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37839.527344 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37839.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37847.480469 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37847.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37852.679688 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37852.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37856.714844 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37856.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37859.765625 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37859.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37862.070312 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37862.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37863.511719 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37863.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37864.460938 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37864.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37864.621094 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37864.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37865.074219 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37865.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37865.074219 Penalty: 590.931580
	Iteration 15F: 3 clusters Score -37865.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16714.042969 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16714.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16819.068359 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16819.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16875.367188 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16875.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16911.214844 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -16911.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16965.958984 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -16965.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17005.906250 Penalty: 515.644836
	Iteration 5F: 3 clusters Score -17005.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17018.046875 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -17018.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17023.158203 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -17023.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17027.462891 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -17027.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17031.554688 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -17031.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17032.261719 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -17032.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17033.833984 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -17033.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17034.384766 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -17034.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17034.384766 Penalty: 515.644836
	Iteration 13F: 3 clusters Score -17034.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Entering Unmasked Estep 
Score: -7650496.500000 Penalty: 535.130249
	Iteration 0F: 2 clusters Score -7650496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -7567856.000000 Penalty: 1070.260498
	Iteration 0F: 3 clusters Score -7567856 nChanged 62726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -7609482.000000 Penalty: 1070.260498
	Iteration 1F: 3 clusters Score -7609482 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -7613914.000000 Penalty: 1070.260498
	Iteration 2F: 3 clusters Score -7613914 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -7620215.000000 Penalty: 1070.260498
	Iteration 3F: 3 clusters Score -7620215 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -7627972.500000 Penalty: 1070.260498
	Iteration 4F: 3 clusters Score -7627972 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -7635538.000000 Penalty: 1070.260498
	Iteration 5F: 3 clusters Score -7635538 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -7641557.500000 Penalty: 1070.260498
	Iteration 6F: 3 clusters Score -7641558 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -7645936.000000 Penalty: 1070.260498
	Iteration 7Q: 3 clusters Score -7645936 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 124654 members 
Entering Unmasked Estep 
Score: -7648445.000000 Penalty: 1070.260498
	Iteration 8Q: 3 clusters Score -7648445 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -7649568.000000 Penalty: 1070.260498
	Iteration 9Q: 3 clusters Score -7649568 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 127679 members 
Entering Unmasked Estep 
Score: -7649897.500000 Penalty: 1070.260498
	Iteration 10Q: 3 clusters Score -7649898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -7649974.000000 Penalty: 1070.260498
	Iteration 11Q: 3 clusters Score -7649974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -7650010.000000 Penalty: 1070.260498
	Iteration 12Q: 3 clusters Score -7650010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -7650027.000000 Penalty: 1070.260498
	Iteration 13Q: 3 clusters Score -7650027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -7650030.000000 Penalty: 1070.260498
	Iteration 14Q: 3 clusters Score -7650030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -7650033.500000 Penalty: 1070.260498
	Iteration 15Q: 3 clusters Score -7650034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -7650047.000000 Penalty: 1070.260498
	Iteration 16Q: 3 clusters Score -7650047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -7650049.500000 Penalty: 1070.260498
	Iteration 17Q: 3 clusters Score -7650050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -7650049.500000 Penalty: 1070.260498
	Iteration 18Q: 3 clusters Score -7650050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 128105 members 
Entering Unmasked Estep 
Score: -7650050.000000 Penalty: 1070.260498
	Iteration 19Q: 3 clusters Score -7650050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -7650052.500000 Penalty: 1070.260498
	Iteration 20F: 3 clusters Score -7650052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Entering Unmasked Estep 
Score: -7487593.500000 Penalty: 534.754578
	Iteration 0F: 2 clusters Score -7487594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -7402155.000000 Penalty: 1069.509155
	Iteration 0F: 3 clusters Score -7402155 nChanged 62438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -7442452.500000 Penalty: 1069.509155
	Iteration 1F: 3 clusters Score -7442452 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -7446462.000000 Penalty: 1069.509155
	Iteration 2F: 3 clusters Score -7446462 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -7452681.500000 Penalty: 1069.509155
	Iteration 3F: 3 clusters Score -7452682 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7461006.000000 Penalty: 1069.509155
	Iteration 4F: 3 clusters Score -7461006 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -7468131.500000 Penalty: 1069.509155
	Iteration 5F: 3 clusters Score -7468132 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -7471555.000000 Penalty: 1069.509155
	Iteration 6F: 3 clusters Score -7471555 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -7472854.500000 Penalty: 1069.509155
	Iteration 7Q: 3 clusters Score -7472854 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -7473739.000000 Penalty: 1069.509155
	Iteration 8Q: 3 clusters Score -7473739 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -7474497.500000 Penalty: 1069.509155
	Iteration 9Q: 3 clusters Score -7474498 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -7475246.000000 Penalty: 1069.509155
	Iteration 10Q: 3 clusters Score -7475246 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7475988.500000 Penalty: 1069.509155
	Iteration 11Q: 3 clusters Score -7475988 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -7476803.000000 Penalty: 1069.509155
	Iteration 12Q: 3 clusters Score -7476803 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7477511.000000 Penalty: 1069.509155
	Iteration 13Q: 3 clusters Score -7477511 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7478140.000000 Penalty: 1069.509155
	Iteration 14Q: 3 clusters Score -7478140 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7478689.000000 Penalty: 1069.509155
	Iteration 15Q: 3 clusters Score -7478689 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -7479189.000000 Penalty: 1069.509155
	Iteration 16Q: 3 clusters Score -7479189 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7479577.000000 Penalty: 1069.509155
	Iteration 17Q: 3 clusters Score -7479577 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7479955.000000 Penalty: 1069.509155
	Iteration 18Q: 3 clusters Score -7479955 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -7480289.500000 Penalty: 1069.509155
	Iteration 19Q: 3 clusters Score -7480290 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -7480547.500000 Penalty: 1069.509155
	Iteration 20F: 3 clusters Score -7480548 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -7480852.000000 Penalty: 1069.509155
	Iteration 21Q: 3 clusters Score -7480852 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -7481203.000000 Penalty: 1069.509155
	Iteration 22Q: 3 clusters Score -7481203 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -7481531.500000 Penalty: 1069.509155
	Iteration 23Q: 3 clusters Score -7481532 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -7481841.500000 Penalty: 1069.509155
	Iteration 24Q: 3 clusters Score -7481842 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -7482154.000000 Penalty: 1069.509155
	Iteration 25Q: 3 clusters Score -7482154 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -7482441.500000 Penalty: 1069.509155
	Iteration 26Q: 3 clusters Score -7482442 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -7482756.500000 Penalty: 1069.509155
	Iteration 27Q: 3 clusters Score -7482756 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -7483135.000000 Penalty: 1069.509155
	Iteration 28Q: 3 clusters Score -7483135 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7483489.000000 Penalty: 1069.509155
	Iteration 29Q: 3 clusters Score -7483489 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7483848.000000 Penalty: 1069.509155
	Iteration 30Q: 3 clusters Score -7483848 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -7484204.000000 Penalty: 1069.509155
	Iteration 31Q: 3 clusters Score -7484204 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -7484580.000000 Penalty: 1069.509155
	Iteration 32Q: 3 clusters Score -7484580 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -7484948.500000 Penalty: 1069.509155
	Iteration 33Q: 3 clusters Score -7484948 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -7485293.500000 Penalty: 1069.509155
	Iteration 34Q: 3 clusters Score -7485294 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -7485607.500000 Penalty: 1069.509155
	Iteration 35Q: 3 clusters Score -7485608 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7485911.000000 Penalty: 1069.509155
	Iteration 36Q: 3 clusters Score -7485911 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -7486156.500000 Penalty: 1069.509155
	Iteration 37Q: 3 clusters Score -7486156 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -7486372.000000 Penalty: 1069.509155
	Iteration 38Q: 3 clusters Score -7486372 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -7486586.500000 Penalty: 1069.509155
	Iteration 39Q: 3 clusters Score -7486586 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -7486843.500000 Penalty: 1069.509155
	Iteration 40F: 3 clusters Score -7486844 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7486985.000000 Penalty: 1069.509155
	Iteration 41Q: 3 clusters Score -7486985 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122898 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7487179.500000 Penalty: 1069.509155
	Iteration 42Q: 3 clusters Score -7487180 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7487329.000000 Penalty: 1069.509155
	Iteration 43Q: 3 clusters Score -7487329 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7487374.500000 Penalty: 1069.509155
	Iteration 44Q: 3 clusters Score -7487374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124307 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7487435.500000 Penalty: 1069.509155
	Iteration 45Q: 3 clusters Score -7487436 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7487441.500000 Penalty: 1069.509155
	Iteration 46Q: 3 clusters Score -7487442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7487448.500000 Penalty: 1069.509155
	Iteration 47Q: 3 clusters Score -7487448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7487489.000000 Penalty: 1069.509155
	Iteration 48Q: 3 clusters Score -7487489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7487517.000000 Penalty: 1069.509155
	Iteration 49Q: 3 clusters Score -7487517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125343 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7487522.000000 Penalty: 1069.509155
	Iteration 50Q: 3 clusters Score -7487522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7487539.000000 Penalty: 1069.509155
	Iteration 51Q: 3 clusters Score -7487539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7487556.000000 Penalty: 1069.509155
	Iteration 52Q: 3 clusters Score -7487556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7487555.000000 Penalty: 1069.509155
	Iteration 53Q: 3 clusters Score -7487555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7487550.500000 Penalty: 1069.509155
	Iteration 54Q: 3 clusters Score -7487550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7487559.500000 Penalty: 1069.509155
	Iteration 55Q: 3 clusters Score -7487560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7487566.500000 Penalty: 1069.509155
	Iteration 56Q: 3 clusters Score -7487566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7487577.500000 Penalty: 1069.509155
	Iteration 57Q: 3 clusters Score -7487578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7487579.000000 Penalty: 1069.509155
	Iteration 58Q: 3 clusters Score -7487579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7487542.500000 Penalty: 1069.509155
	Iteration 59Q: 3 clusters Score -7487542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7487550.000000 Penalty: 1069.509155
	Iteration 60F: 3 clusters Score -7487550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7487552.500000 Penalty: 1069.509155
	Iteration 61Q: 3 clusters Score -7487552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126164 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7487549.000000 Penalty: 1069.509155
	Iteration 62Q: 3 clusters Score -7487549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7487553.500000 Penalty: 1069.509155
	Iteration 63Q: 3 clusters Score -7487554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7487556.500000 Penalty: 1069.509155
	Iteration 64Q: 3 clusters Score -7487556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7487558.000000 Penalty: 1069.509155
	Iteration 65Q: 3 clusters Score -7487558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7487559.000000 Penalty: 1069.509155
	Iteration 66Q: 3 clusters Score -7487559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7487557.000000 Penalty: 1069.509155
	Iteration 67Q: 3 clusters Score -7487557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7487557.500000 Penalty: 1069.509155
	Iteration 68Q: 3 clusters Score -7487558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7487556.500000 Penalty: 1069.509155
	Iteration 69Q: 3 clusters Score -7487556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7487557.500000 Penalty: 1069.509155
	Iteration 70Q: 3 clusters Score -7487558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7487564.000000 Penalty: 1069.509155
	Iteration 71Q: 3 clusters Score -7487564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7487568.000000 Penalty: 1069.509155
	Iteration 72Q: 3 clusters Score -7487568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7487568.000000 Penalty: 1069.509155
	Iteration 73F: 3 clusters Score -7487568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123874 members 
Entering Unmasked Estep 
Score: -7467622.000000 Penalty: 533.579407
	Iteration 0F: 2 clusters Score -7467622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -7385320.500000 Penalty: 1067.158813
	Iteration 0F: 3 clusters Score -7385320 nChanged 60824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -7422258.000000 Penalty: 1067.158813
	Iteration 1F: 3 clusters Score -7422258 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -7423619.000000 Penalty: 1067.158813
	Iteration 2Q: 3 clusters Score -7423619 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -7425617.000000 Penalty: 1067.158813
	Iteration 3Q: 3 clusters Score -7425617 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -7428463.500000 Penalty: 1067.158813
	Iteration 4Q: 3 clusters Score -7428464 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -7432639.500000 Penalty: 1067.158813
	Iteration 5F: 3 clusters Score -7432640 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7438279.500000 Penalty: 1067.158813
	Iteration 6F: 3 clusters Score -7438280 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -7444223.000000 Penalty: 1067.158813
	Iteration 7F: 3 clusters Score -7444223 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -7449792.000000 Penalty: 1067.158813
	Iteration 8F: 3 clusters Score -7449792 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -7454475.000000 Penalty: 1067.158813
	Iteration 9F: 3 clusters Score -7454475 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -7457515.000000 Penalty: 1067.158813
	Iteration 10Q: 3 clusters Score -7457515 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -7459312.500000 Penalty: 1067.158813
	Iteration 11Q: 3 clusters Score -7459312 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -7460489.500000 Penalty: 1067.158813
	Iteration 12Q: 3 clusters Score -7460490 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -7461252.500000 Penalty: 1067.158813
	Iteration 13Q: 3 clusters Score -7461252 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -7461844.000000 Penalty: 1067.158813
	Iteration 14Q: 3 clusters Score -7461844 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -7462256.500000 Penalty: 1067.158813
	Iteration 15Q: 3 clusters Score -7462256 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -7462569.500000 Penalty: 1067.158813
	Iteration 16Q: 3 clusters Score -7462570 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -7462805.000000 Penalty: 1067.158813
	Iteration 17Q: 3 clusters Score -7462805 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -7462972.000000 Penalty: 1067.158813
	Iteration 18Q: 3 clusters Score -7462972 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -7463146.000000 Penalty: 1067.158813
	Iteration 19Q: 3 clusters Score -7463146 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -7463232.000000 Penalty: 1067.158813
	Iteration 20F: 3 clusters Score -7463232 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -7463304.500000 Penalty: 1067.158813
	Iteration 21Q: 3 clusters Score -7463304 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -7463321.500000 Penalty: 1067.158813
	Iteration 22Q: 3 clusters Score -7463322 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -7463447.000000 Penalty: 1067.158813
	Iteration 23Q: 3 clusters Score -7463447 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -7463484.500000 Penalty: 1067.158813
	Iteration 24Q: 3 clusters Score -7463484 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -7463499.500000 Penalty: 1067.158813
	Iteration 25Q: 3 clusters Score -7463500 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -7463553.000000 Penalty: 1067.158813
	Iteration 26Q: 3 clusters Score -7463553 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7463589.500000 Penalty: 1067.158813
	Iteration 27Q: 3 clusters Score -7463590 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -7463606.500000 Penalty: 1067.158813
	Iteration 28Q: 3 clusters Score -7463606 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7463668.500000 Penalty: 1067.158813
	Iteration 29Q: 3 clusters Score -7463668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7463688.000000 Penalty: 1067.158813
	Iteration 30Q: 3 clusters Score -7463688 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -7463707.500000 Penalty: 1067.158813
	Iteration 31Q: 3 clusters Score -7463708 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -7463750.000000 Penalty: 1067.158813
	Iteration 32Q: 3 clusters Score -7463750 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7463805.500000 Penalty: 1067.158813
	Iteration 33Q: 3 clusters Score -7463806 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7463849.000000 Penalty: 1067.158813
	Iteration 34Q: 3 clusters Score -7463849 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7463879.500000 Penalty: 1067.158813
	Iteration 35Q: 3 clusters Score -7463880 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7463898.000000 Penalty: 1067.158813
	Iteration 36Q: 3 clusters Score -7463898 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7463879.000000 Penalty: 1067.158813
	Iteration 37Q: 3 clusters Score -7463879 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7463914.000000 Penalty: 1067.158813
	Iteration 38Q: 3 clusters Score -7463914 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7463958.000000 Penalty: 1067.158813
	Iteration 39Q: 3 clusters Score -7463958 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7464016.500000 Penalty: 1067.158813
	Iteration 40F: 3 clusters Score -7464016 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -7464043.000000 Penalty: 1067.158813
	Iteration 41Q: 3 clusters Score -7464043 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -7464039.500000 Penalty: 1067.158813
	Iteration 42Q: 3 clusters Score -7464040 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7464102.500000 Penalty: 1067.158813
	Iteration 43Q: 3 clusters Score -7464102 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7464137.000000 Penalty: 1067.158813
	Iteration 44Q: 3 clusters Score -7464137 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -7464175.500000 Penalty: 1067.158813
	Iteration 45Q: 3 clusters Score -7464176 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7464194.500000 Penalty: 1067.158813
	Iteration 46Q: 3 clusters Score -7464194 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -7464185.000000 Penalty: 1067.158813
	Iteration 47Q: 3 clusters Score -7464185 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -7464234.500000 Penalty: 1067.158813
	Iteration 48Q: 3 clusters Score -7464234 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7464236.000000 Penalty: 1067.158813
	Iteration 49Q: 3 clusters Score -7464236 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -7464297.000000 Penalty: 1067.158813
	Iteration 50Q: 3 clusters Score -7464297 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7464353.500000 Penalty: 1067.158813
	Iteration 51Q: 3 clusters Score -7464354 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -7464414.000000 Penalty: 1067.158813
	Iteration 52Q: 3 clusters Score -7464414 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -7464485.000000 Penalty: 1067.158813
	Iteration 53Q: 3 clusters Score -7464485 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -7464541.000000 Penalty: 1067.158813
	Iteration 54Q: 3 clusters Score -7464541 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7464599.000000 Penalty: 1067.158813
	Iteration 55Q: 3 clusters Score -7464599 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -7464634.500000 Penalty: 1067.158813
	Iteration 56Q: 3 clusters Score -7464634 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -7464751.500000 Penalty: 1067.158813
	Iteration 57Q: 3 clusters Score -7464752 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -7464801.500000 Penalty: 1067.158813
	Iteration 58Q: 3 clusters Score -7464802 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -7464862.000000 Penalty: 1067.158813
	Iteration 59Q: 3 clusters Score -7464862 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7464958.500000 Penalty: 1067.158813
	Iteration 60F: 3 clusters Score -7464958 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -7465054.500000 Penalty: 1067.158813
	Iteration 61Q: 3 clusters Score -7465054 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7465087.000000 Penalty: 1067.158813
	Iteration 62Q: 3 clusters Score -7465087 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -7465214.500000 Penalty: 1067.158813
	Iteration 63Q: 3 clusters Score -7465214 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7465306.000000 Penalty: 1067.158813
	Iteration 64Q: 3 clusters Score -7465306 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -7465355.000000 Penalty: 1067.158813
	Iteration 65Q: 3 clusters Score -7465355 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -7465452.000000 Penalty: 1067.158813
	Iteration 66Q: 3 clusters Score -7465452 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7465527.500000 Penalty: 1067.158813
	Iteration 67Q: 3 clusters Score -7465528 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -7465626.000000 Penalty: 1067.158813
	Iteration 68Q: 3 clusters Score -7465626 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -7465705.500000 Penalty: 1067.158813
	Iteration 69Q: 3 clusters Score -7465706 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -7465780.000000 Penalty: 1067.158813
	Iteration 70Q: 3 clusters Score -7465780 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -7465862.500000 Penalty: 1067.158813
	Iteration 71Q: 3 clusters Score -7465862 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -7465969.500000 Penalty: 1067.158813
	Iteration 72Q: 3 clusters Score -7465970 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -7466032.500000 Penalty: 1067.158813
	Iteration 73Q: 3 clusters Score -7466032 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -7466135.000000 Penalty: 1067.158813
	Iteration 74Q: 3 clusters Score -7466135 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -7466259.000000 Penalty: 1067.158813
	Iteration 75Q: 3 clusters Score -7466259 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114312 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -7466375.500000 Penalty: 1067.158813
	Iteration 76Q: 3 clusters Score -7466376 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -7466461.000000 Penalty: 1067.158813
	Iteration 77Q: 3 clusters Score -7466461 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7466512.500000 Penalty: 1067.158813
	Iteration 78Q: 3 clusters Score -7466512 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -7466571.500000 Penalty: 1067.158813
	Iteration 79Q: 3 clusters Score -7466572 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -7466610.000000 Penalty: 1067.158813
	Iteration 80F: 3 clusters Score -7466610 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -7466670.000000 Penalty: 1067.158813
	Iteration 81Q: 3 clusters Score -7466670 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -7466691.000000 Penalty: 1067.158813
	Iteration 82Q: 3 clusters Score -7466691 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7466755.000000 Penalty: 1067.158813
	Iteration 83Q: 3 clusters Score -7466755 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -7466779.000000 Penalty: 1067.158813
	Iteration 84Q: 3 clusters Score -7466779 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7466804 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7466844 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7466885 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119557 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7466905 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7466942 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120108 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7466972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7466978 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7467017.000000 Penalty: 1067.158813
	Iteration 92Q: 3 clusters Score -7467017 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7467018.500000 Penalty: 1067.158813
	Iteration 93Q: 3 clusters Score -7467018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120994 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7467039.500000 Penalty: 1067.158813
	Iteration 94Q: 3 clusters Score -7467040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7467068 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7467086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7467096.000000 Penalty: 1067.158813
	Iteration 97Q: 3 clusters Score -7467096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7467116.000000 Penalty: 1067.158813
	Iteration 98Q: 3 clusters Score -7467116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7467127.000000 Penalty: 1067.158813
	Iteration 99Q: 3 clusters Score -7467127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7467122.000000 Penalty: 1067.158813
	Iteration 100F: 3 clusters Score -7467122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121806 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7467134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7467134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121955 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7467143.500000 Penalty: 1067.158813
	Iteration 103Q: 3 clusters Score -7467144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7467146.500000 Penalty: 1067.158813
	Iteration 104Q: 3 clusters Score -7467146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122101 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7467159.500000 Penalty: 1067.158813
	Iteration 105Q: 3 clusters Score -7467160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7467168.000000 Penalty: 1067.158813
	Iteration 106Q: 3 clusters Score -7467168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7467181.000000 Penalty: 1067.158813
	Iteration 107Q: 3 clusters Score -7467181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122315 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7467196.000000 Penalty: 1067.158813
	Iteration 108Q: 3 clusters Score -7467196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7467210.500000 Penalty: 1067.158813
	Iteration 109Q: 3 clusters Score -7467210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7467213.000000 Penalty: 1067.158813
	Iteration 110Q: 3 clusters Score -7467213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7467208.500000 Penalty: 1067.158813
	Iteration 111Q: 3 clusters Score -7467208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7467207.500000 Penalty: 1067.158813
	Iteration 112Q: 3 clusters Score -7467208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7467219.000000 Penalty: 1067.158813
	Iteration 113Q: 3 clusters Score -7467219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7467223.000000 Penalty: 1067.158813
	Iteration 114Q: 3 clusters Score -7467223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7467224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7467227.500000 Penalty: 1067.158813
	Iteration 116Q: 3 clusters Score -7467228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7467229.000000 Penalty: 1067.158813
	Iteration 117Q: 3 clusters Score -7467229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7467236.500000 Penalty: 1067.158813
	Iteration 118Q: 3 clusters Score -7467236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7467242.000000 Penalty: 1067.158813
	Iteration 119Q: 3 clusters Score -7467242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122719 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7467245.000000 Penalty: 1067.158813
	Iteration 120F: 3 clusters Score -7467245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7467251.000000 Penalty: 1067.158813
	Iteration 121Q: 3 clusters Score -7467251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122750 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7467261.000000 Penalty: 1067.158813
	Iteration 122Q: 3 clusters Score -7467261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7467264.000000 Penalty: 1067.158813
	Iteration 123Q: 3 clusters Score -7467264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7467273.000000 Penalty: 1067.158813
	Iteration 124Q: 3 clusters Score -7467273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7467267.000000 Penalty: 1067.158813
	Iteration 125Q: 3 clusters Score -7467267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7467265.500000 Penalty: 1067.158813
	Iteration 126Q: 3 clusters Score -7467266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7467268.500000 Penalty: 1067.158813
	Iteration 127Q: 3 clusters Score -7467268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7467268.500000 Penalty: 1067.158813
	Iteration 128Q: 3 clusters Score -7467268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7467264.000000 Penalty: 1067.158813
	Iteration 129Q: 3 clusters Score -7467264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7467268.500000 Penalty: 1067.158813
	Iteration 130Q: 3 clusters Score -7467268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7467265.000000 Penalty: 1067.158813
	Iteration 131Q: 3 clusters Score -7467265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7467264.500000 Penalty: 1067.158813
	Iteration 132Q: 3 clusters Score -7467264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7467265.500000 Penalty: 1067.158813
	Iteration 133Q: 3 clusters Score -7467266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7467260.500000 Penalty: 1067.158813
	Iteration 134Q: 3 clusters Score -7467260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122845 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7467264.000000 Penalty: 1067.158813
	Iteration 135Q: 3 clusters Score -7467264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7467262.000000 Penalty: 1067.158813
	Iteration 136Q: 3 clusters Score -7467262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7467263.000000 Penalty: 1067.158813
	Iteration 137Q: 3 clusters Score -7467263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7467261.000000 Penalty: 1067.158813
	Iteration 138Q: 3 clusters Score -7467261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7467262.500000 Penalty: 1067.158813
	Iteration 139Q: 3 clusters Score -7467262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7467264.000000 Penalty: 1067.158813
	Iteration 140F: 3 clusters Score -7467264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7467259.000000 Penalty: 1067.158813
	Iteration 141Q: 3 clusters Score -7467259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7467262.000000 Penalty: 1067.158813
	Iteration 142Q: 3 clusters Score -7467262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7467262.000000 Penalty: 1067.158813
	Iteration 143Q: 3 clusters Score -7467262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7467262.500000 Penalty: 1067.158813
	Iteration 144Q: 3 clusters Score -7467262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7467266.500000 Penalty: 1067.158813
	Iteration 145Q: 3 clusters Score -7467266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7467273.000000 Penalty: 1067.158813
	Iteration 146Q: 3 clusters Score -7467273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122875 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7467270.500000 Penalty: 1067.158813
	Iteration 147Q: 3 clusters Score -7467270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7467265.500000 Penalty: 1067.158813
	Iteration 148Q: 3 clusters Score -7467266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7467264.000000 Penalty: 1067.158813
	Iteration 149Q: 3 clusters Score -7467264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7467267.500000 Penalty: 1067.158813
	Iteration 150Q: 3 clusters Score -7467268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122886 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7467268.000000 Penalty: 1067.158813
	Iteration 151Q: 3 clusters Score -7467268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122889 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7467273.000000 Penalty: 1067.158813
	Iteration 152Q: 3 clusters Score -7467273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122894 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7467273.000000 Penalty: 1067.158813
	Iteration 153Q: 3 clusters Score -7467273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7467277.000000 Penalty: 1067.158813
	Iteration 154Q: 3 clusters Score -7467277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7467286.000000 Penalty: 1067.158813
	Iteration 155Q: 3 clusters Score -7467286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7467288.000000 Penalty: 1067.158813
	Iteration 156Q: 3 clusters Score -7467288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7467288.000000 Penalty: 1067.158813
	Iteration 157Q: 3 clusters Score -7467288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7467292.000000 Penalty: 1067.158813
	Iteration 158Q: 3 clusters Score -7467292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7467291.500000 Penalty: 1067.158813
	Iteration 159Q: 3 clusters Score -7467292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7467291.500000 Penalty: 1067.158813
	Iteration 160F: 3 clusters Score -7467292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7467297.500000 Penalty: 1067.158813
	Iteration 161Q: 3 clusters Score -7467298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7467293.500000 Penalty: 1067.158813
	Iteration 162Q: 3 clusters Score -7467294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7467296.000000 Penalty: 1067.158813
	Iteration 163Q: 3 clusters Score -7467296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7467299.000000 Penalty: 1067.158813
	Iteration 164Q: 3 clusters Score -7467299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7467296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
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	Iteration 166F: 3 clusters Score -7467296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -223794.437500 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -223794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -221217.593750 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -221217.6 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -222201.171875 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -222201.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -222333.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -222512.156250 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -222512.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -222733.906250 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -222733.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -223009.484375 Penalty: 749.562439
	Iteration 5F: 3 clusters Score -223009.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -223268.375000 Penalty: 749.562439
	Iteration 6F: 3 clusters Score -223268.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -223436.625000 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -223436.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -223516.890625 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -223516.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -223586.687500 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -223586.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -223649.421875 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -223649.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -223667.484375 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -223667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -223673.109375 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -223673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -223676.718750 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -223676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -223680.953125 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -223681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -223683.546875 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -223683.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -223685.671875 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -223685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -223686.640625 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -223686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -223687.406250 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -223687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -223687.843750 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -223687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -223688.343750 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -223688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -223688.390625 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -223688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -223688.718750 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -223688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -223688.953125 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -223689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -223689.796875 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -223689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -223690.484375 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -223690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -223690.171875 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -223690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -223690.171875 Penalty: 749.562439
	Iteration 27F: 3 clusters Score -223690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -551411.937500 Penalty: 414.963989
	Iteration 0F: 2 clusters Score -551411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -545297.250000 Penalty: 829.927979
	Iteration 0F: 3 clusters Score -545297.2 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -547884.187500 Penalty: 829.927979
	Iteration 1F: 3 clusters Score -547884.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -548142.125000 Penalty: 829.927979
	Iteration 2F: 3 clusters Score -548142.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -548453.875000 Penalty: 829.927979
	Iteration 3F: 3 clusters Score -548453.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -548790.625000 Penalty: 829.927979
	Iteration 4F: 3 clusters Score -548790.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -549144.562500 Penalty: 829.927979
	Iteration 5F: 3 clusters Score -549144.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -549474.312500 Penalty: 829.927979
	Iteration 6F: 3 clusters Score -549474.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -549684.187500 Penalty: 829.927979
	Iteration 7Q: 3 clusters Score -549684.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -549769.937500 Penalty: 829.927979
	Iteration 8Q: 3 clusters Score -549769.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -549827.437500 Penalty: 829.927979
	Iteration 9Q: 3 clusters Score -549827.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -549869.125000 Penalty: 829.927979
	Iteration 10Q: 3 clusters Score -549869.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -549906.500000 Penalty: 829.927979
	Iteration 11Q: 3 clusters Score -549906.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -549940.000000 Penalty: 829.927979
	Iteration 12Q: 3 clusters Score -549940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -549974.000000 Penalty: 829.927979
	Iteration 13Q: 3 clusters Score -549974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -550003.000000 Penalty: 829.927979
	Iteration 14Q: 3 clusters Score -550003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -550028.000000 Penalty: 829.927979
	Iteration 15Q: 3 clusters Score -550028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -550043.687500 Penalty: 829.927979
	Iteration 16Q: 3 clusters Score -550043.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -550064.125000 Penalty: 829.927979
	Iteration 17Q: 3 clusters Score -550064.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -550084.500000 Penalty: 829.927979
	Iteration 18Q: 3 clusters Score -550084.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -550108.500000 Penalty: 829.927979
	Iteration 19Q: 3 clusters Score -550108.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -550132.875000 Penalty: 829.927979
	Iteration 20F: 3 clusters Score -550132.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -550157.000000 Penalty: 829.927979
	Iteration 21Q: 3 clusters Score -550157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -550175.375000 Penalty: 829.927979
	Iteration 22Q: 3 clusters Score -550175.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -550199.250000 Penalty: 829.927979
	Iteration 23Q: 3 clusters Score -550199.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -550220.500000 Penalty: 829.927979
	Iteration 24Q: 3 clusters Score -550220.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -550246.875000 Penalty: 829.927979
	Iteration 25Q: 3 clusters Score -550246.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -550276.937500 Penalty: 829.927979
	Iteration 26Q: 3 clusters Score -550276.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -550316.750000 Penalty: 829.927979
	Iteration 27Q: 3 clusters Score -550316.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -550348.937500 Penalty: 829.927979
	Iteration 28Q: 3 clusters Score -550348.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -550383.187500 Penalty: 829.927979
	Iteration 29Q: 3 clusters Score -550383.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -550422.562500 Penalty: 829.927979
	Iteration 30Q: 3 clusters Score -550422.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -550459.062500 Penalty: 829.927979
	Iteration 31Q: 3 clusters Score -550459.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -550497.375000 Penalty: 829.927979
	Iteration 32Q: 3 clusters Score -550497.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -550535.062500 Penalty: 829.927979
	Iteration 33Q: 3 clusters Score -550535.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -550559.187500 Penalty: 829.927979
	Iteration 34Q: 3 clusters Score -550559.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -550579.687500 Penalty: 829.927979
	Iteration 35Q: 3 clusters Score -550579.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -550593.687500 Penalty: 829.927979
	Iteration 36Q: 3 clusters Score -550593.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -550606.812500 Penalty: 829.927979
	Iteration 37Q: 3 clusters Score -550606.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -550614.687500 Penalty: 829.927979
	Iteration 38Q: 3 clusters Score -550614.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -550619.812500 Penalty: 829.927979
	Iteration 39Q: 3 clusters Score -550619.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -550623.750000 Penalty: 829.927979
	Iteration 40F: 3 clusters Score -550623.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -550629.687500 Penalty: 829.927979
	Iteration 41Q: 3 clusters Score -550629.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -550633.125000 Penalty: 829.927979
	Iteration 42Q: 3 clusters Score -550633.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -550636.687500 Penalty: 829.927979
	Iteration 43Q: 3 clusters Score -550636.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -550644.250000 Penalty: 829.927979
	Iteration 44Q: 3 clusters Score -550644.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -550652.437500 Penalty: 829.927979
	Iteration 45Q: 3 clusters Score -550652.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -550657.937500 Penalty: 829.927979
	Iteration 46Q: 3 clusters Score -550657.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -550664.625000 Penalty: 829.927979
	Iteration 47Q: 3 clusters Score -550664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -550670.062500 Penalty: 829.927979
	Iteration 48Q: 3 clusters Score -550670.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -550673.062500 Penalty: 829.927979
	Iteration 49Q: 3 clusters Score -550673.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -550675.750000 Penalty: 829.927979
	Iteration 50Q: 3 clusters Score -550675.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -550679.500000 Penalty: 829.927979
	Iteration 51Q: 3 clusters Score -550679.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -550686.500000 Penalty: 829.927979
	Iteration 52Q: 3 clusters Score -550686.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -550697.750000 Penalty: 829.927979
	Iteration 53Q: 3 clusters Score -550697.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -550708.500000 Penalty: 829.927979
	Iteration 54Q: 3 clusters Score -550708.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -550718.687500 Penalty: 829.927979
	Iteration 55Q: 3 clusters Score -550718.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -550731.875000 Penalty: 829.927979
	Iteration 56Q: 3 clusters Score -550731.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -550752.500000 Penalty: 829.927979
	Iteration 57Q: 3 clusters Score -550752.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -550775.875000 Penalty: 829.927979
	Iteration 58Q: 3 clusters Score -550775.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -550793.125000 Penalty: 829.927979
	Iteration 59Q: 3 clusters Score -550793.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -550806.125000 Penalty: 829.927979
	Iteration 60F: 3 clusters Score -550806.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -550818.250000 Penalty: 829.927979
	Iteration 61Q: 3 clusters Score -550818.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -550830.000000 Penalty: 829.927979
	Iteration 62Q: 3 clusters Score -550830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -550838.875000 Penalty: 829.927979
	Iteration 63Q: 3 clusters Score -550838.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -550847.937500 Penalty: 829.927979
	Iteration 64Q: 3 clusters Score -550847.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -550859.375000 Penalty: 829.927979
	Iteration 65Q: 3 clusters Score -550859.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -550868.687500 Penalty: 829.927979
	Iteration 66Q: 3 clusters Score -550868.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -550878.875000 Penalty: 829.927979
	Iteration 67Q: 3 clusters Score -550878.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -550890.125000 Penalty: 829.927979
	Iteration 68Q: 3 clusters Score -550890.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -550906.812500 Penalty: 829.927979
	Iteration 69Q: 3 clusters Score -550906.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -550924.500000 Penalty: 829.927979
	Iteration 70Q: 3 clusters Score -550924.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -550944.312500 Penalty: 829.927979
	Iteration 71Q: 3 clusters Score -550944.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -550960.937500 Penalty: 829.927979
	Iteration 72Q: 3 clusters Score -550960.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -550972.312500 Penalty: 829.927979
	Iteration 73Q: 3 clusters Score -550972.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -550982.500000 Penalty: 829.927979
	Iteration 74Q: 3 clusters Score -550982.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -550990.812500 Penalty: 829.927979
	Iteration 75Q: 3 clusters Score -550990.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -550997.312500 Penalty: 829.927979
	Iteration 76Q: 3 clusters Score -550997.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -551004.125000 Penalty: 829.927979
	Iteration 77Q: 3 clusters Score -551004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -551010.437500 Penalty: 829.927979
	Iteration 78Q: 3 clusters Score -551010.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -551015.062500 Penalty: 829.927979
	Iteration 79Q: 3 clusters Score -551015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -551017.062500 Penalty: 829.927979
	Iteration 80F: 3 clusters Score -551017.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -551019.062500 Penalty: 829.927979
	Iteration 81Q: 3 clusters Score -551019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -551021.437500 Penalty: 829.927979
	Iteration 82Q: 3 clusters Score -551021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -551022.125000 Penalty: 829.927979
	Iteration 83Q: 3 clusters Score -551022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -551022.625000 Penalty: 829.927979
	Iteration 84Q: 3 clusters Score -551022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -551022.250000 Penalty: 829.927979
	Iteration 85Q: 3 clusters Score -551022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -551022.437500 Penalty: 829.927979
	Iteration 86Q: 3 clusters Score -551022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -551022.437500 Penalty: 829.927979
	Iteration 87F: 3 clusters Score -551022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -12829.119141 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -12829.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12510.237305 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -12510.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12616.932617 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -12616.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12664.849609 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -12664.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12680.300781 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -12680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12694.618164 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -12694.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12701.914062 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -12701.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12713.141602 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -12713.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12716.568359 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -12716.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12717.383789 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -12717.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12717.383789 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -12717.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -30237.039062 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -30237.04 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 248 members 
Entering Unmasked Estep 
Score: -29791.406250 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -29791.41 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29995.701172 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -29995.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30075.189453 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -30075.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30121.808594 Penalty: 568.219177
	Iteration 3F: 3 clusters Score -30121.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30136.527344 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -30136.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30142.580078 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -30142.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30148.939453 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -30148.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30154.728516 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -30154.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30158.500000 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -30158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30160.501953 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -30160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30161.166016 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -30161.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30161.794922 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -30161.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30161.794922 Penalty: 568.219177
	Iteration 12F: 3 clusters Score -30161.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -51230.445312 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -51230.45 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 443 members 
Entering Unmasked Estep 
Score: -50492.941406 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -50492.94 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50675.164062 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -50675.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -50711.996094 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -50712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50732.683594 Penalty: 618.612549
	Iteration 3Q: 3 clusters Score -50732.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50749.375000 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -50749.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50758.109375 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -50758.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50769.957031 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -50769.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50780.324219 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -50780.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50791.214844 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -50791.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50802.511719 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -50802.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50816.925781 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -50816.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50835.835938 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -50835.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50855.859375 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -50855.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50871.058594 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -50871.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50883.953125 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -50883.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50892.726562 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -50892.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50903.000000 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -50903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50910.273438 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -50910.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50915.273438 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -50915.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50919.281250 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -50919.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50927.027344 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -50927.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50933.351562 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -50933.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50940.929688 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -50940.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50945.777344 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -50945.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50950.121094 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -50950.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50955.925781 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -50955.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50958.582031 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -50958.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50961.312500 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -50961.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -50964.644531 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -50964.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50970.511719 Penalty: 618.612549
	Iteration 29Q: 3 clusters Score -50970.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -50979.718750 Penalty: 618.612549
	Iteration 30Q: 3 clusters Score -50979.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -50985.976562 Penalty: 618.612549
	Iteration 31Q: 3 clusters Score -50985.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -50987.902344 Penalty: 618.612549
	Iteration 32Q: 3 clusters Score -50987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -50988.636719 Penalty: 618.612549
	Iteration 33Q: 3 clusters Score -50988.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -50989.773438 Penalty: 618.612549
	Iteration 34Q: 3 clusters Score -50989.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -50992.539062 Penalty: 618.612549
	Iteration 35Q: 3 clusters Score -50992.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -50994.496094 Penalty: 618.612549
	Iteration 36Q: 3 clusters Score -50994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -50994.863281 Penalty: 618.612549
	Iteration 37Q: 3 clusters Score -50994.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -50996.183594 Penalty: 618.612549
	Iteration 38Q: 3 clusters Score -50996.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -50996.183594 Penalty: 618.612549
	Iteration 39F: 3 clusters Score -50996.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -65621.835938 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -65621.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -64755.601562 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -64755.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65052.738281 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -65052.74 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -65138.457031 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -65138.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65205.660156 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -65205.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -65228.855469 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -65228.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65242.167969 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -65242.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65251.882812 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -65251.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -65257.527344 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -65257.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -65260.613281 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -65260.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -65264.968750 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -65264.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -65267.070312 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -65267.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65270.562500 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -65270.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -65271.582031 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -65271.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65272.585938 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -65272.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -65275.894531 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -65275.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -65280.757812 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -65280.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -65284.046875 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -65284.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65286.269531 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -65286.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -65288.910156 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -65288.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65292.968750 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -65292.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65299.738281 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -65299.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65310.343750 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -65310.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65323.101562 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -65323.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65340.429688 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -65340.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65356.437500 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -65356.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65363.015625 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -65363.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65371.867188 Penalty: 636.113342
	Iteration 26Q: 3 clusters Score -65371.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65380.496094 Penalty: 636.113342
	Iteration 27Q: 3 clusters Score -65380.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65387.523438 Penalty: 636.113342
	Iteration 28Q: 3 clusters Score -65387.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65391.824219 Penalty: 636.113342
	Iteration 29Q: 3 clusters Score -65391.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65395.703125 Penalty: 636.113342
	Iteration 30Q: 3 clusters Score -65395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65399.742188 Penalty: 636.113342
	Iteration 31Q: 3 clusters Score -65399.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65402.984375 Penalty: 636.113342
	Iteration 32Q: 3 clusters Score -65402.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65404.527344 Penalty: 636.113342
	Iteration 33Q: 3 clusters Score -65404.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65405.531250 Penalty: 636.113342
	Iteration 34Q: 3 clusters Score -65405.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65405.941406 Penalty: 636.113342
	Iteration 35Q: 3 clusters Score -65405.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65407.078125 Penalty: 636.113342
	Iteration 36Q: 3 clusters Score -65407.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65409.113281 Penalty: 636.113342
	Iteration 37Q: 3 clusters Score -65409.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65410.226562 Penalty: 636.113342
	Iteration 38Q: 3 clusters Score -65410.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65410.167969 Penalty: 636.113342
	Iteration 39Q: 3 clusters Score -65410.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65410.386719 Penalty: 636.113342
	Iteration 40F: 3 clusters Score -65410.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65410.515625 Penalty: 636.113342
	Iteration 41Q: 3 clusters Score -65410.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65410.683594 Penalty: 636.113342
	Iteration 42Q: 3 clusters Score -65410.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65410.683594 Penalty: 636.113342
	Iteration 43F: 3 clusters Score -65410.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -920997.812500 Penalty: 438.624908
	Iteration 0F: 2 clusters Score -920997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -910698.750000 Penalty: 877.249817
	Iteration 0F: 3 clusters Score -910698.8 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -914888.500000 Penalty: 877.249817
	Iteration 1F: 3 clusters Score -914888.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -915240.562500 Penalty: 877.249817
	Iteration 2F: 3 clusters Score -915240.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -915742.562500 Penalty: 877.249817
	Iteration 3F: 3 clusters Score -915742.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -916442.750000 Penalty: 877.249817
	Iteration 4F: 3 clusters Score -916442.8 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -917270.187500 Penalty: 877.249817
	Iteration 5F: 3 clusters Score -917270.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -918023.562500 Penalty: 877.249817
	Iteration 6F: 3 clusters Score -918023.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -918467.312500 Penalty: 877.249817
	Iteration 7Q: 3 clusters Score -918467.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -918731.187500 Penalty: 877.249817
	Iteration 8Q: 3 clusters Score -918731.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -918911.312500 Penalty: 877.249817
	Iteration 9Q: 3 clusters Score -918911.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -919098.312500 Penalty: 877.249817
	Iteration 10Q: 3 clusters Score -919098.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -919297.125000 Penalty: 877.249817
	Iteration 11Q: 3 clusters Score -919297.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -919476.625000 Penalty: 877.249817
	Iteration 12Q: 3 clusters Score -919476.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -919651.000000 Penalty: 877.249817
	Iteration 13Q: 3 clusters Score -919651 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -919812.625000 Penalty: 877.249817
	Iteration 14Q: 3 clusters Score -919812.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -919984.187500 Penalty: 877.249817
	Iteration 15Q: 3 clusters Score -919984.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -920130.812500 Penalty: 877.249817
	Iteration 16Q: 3 clusters Score -920130.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -920247.000000 Penalty: 877.249817
	Iteration 17Q: 3 clusters Score -920247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -920329.500000 Penalty: 877.249817
	Iteration 18Q: 3 clusters Score -920329.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -920395.187500 Penalty: 877.249817
	Iteration 19Q: 3 clusters Score -920395.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -920435.687500 Penalty: 877.249817
	Iteration 20F: 3 clusters Score -920435.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -920470.437500 Penalty: 877.249817
	Iteration 21Q: 3 clusters Score -920470.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -920495.937500 Penalty: 877.249817
	Iteration 22Q: 3 clusters Score -920495.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -920517.937500 Penalty: 877.249817
	Iteration 23Q: 3 clusters Score -920517.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -920531.312500 Penalty: 877.249817
	Iteration 24Q: 3 clusters Score -920531.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -920544.750000 Penalty: 877.249817
	Iteration 25Q: 3 clusters Score -920544.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -920554.500000 Penalty: 877.249817
	Iteration 26Q: 3 clusters Score -920554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -920561.937500 Penalty: 877.249817
	Iteration 27Q: 3 clusters Score -920561.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -920566.750000 Penalty: 877.249817
	Iteration 28Q: 3 clusters Score -920566.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -920571.125000 Penalty: 877.249817
	Iteration 29Q: 3 clusters Score -920571.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -920575.187500 Penalty: 877.249817
	Iteration 30Q: 3 clusters Score -920575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -920580.937500 Penalty: 877.249817
	Iteration 31Q: 3 clusters Score -920580.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -920587.875000 Penalty: 877.249817
	Iteration 32Q: 3 clusters Score -920587.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -920593.750000 Penalty: 877.249817
	Iteration 33Q: 3 clusters Score -920593.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -920597.625000 Penalty: 877.249817
	Iteration 34Q: 3 clusters Score -920597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -920599.687500 Penalty: 877.249817
	Iteration 35Q: 3 clusters Score -920599.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -920603.000000 Penalty: 877.249817
	Iteration 36Q: 3 clusters Score -920603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -920603.500000 Penalty: 877.249817
	Iteration 37Q: 3 clusters Score -920603.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -920606.750000 Penalty: 877.249817
	Iteration 38Q: 3 clusters Score -920606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -920610.562500 Penalty: 877.249817
	Iteration 39Q: 3 clusters Score -920610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -920613.812500 Penalty: 877.249817
	Iteration 40F: 3 clusters Score -920613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -920612.812500 Penalty: 877.249817
	Iteration 41Q: 3 clusters Score -920612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -920614.500000 Penalty: 877.249817
	Iteration 42Q: 3 clusters Score -920614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -920615.375000 Penalty: 877.249817
	Iteration 43Q: 3 clusters Score -920615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -920618.500000 Penalty: 877.249817
	Iteration 44Q: 3 clusters Score -920618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -920618.937500 Penalty: 877.249817
	Iteration 45Q: 3 clusters Score -920618.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -920621.187500 Penalty: 877.249817
	Iteration 46Q: 3 clusters Score -920621.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -920626.062500 Penalty: 877.249817
	Iteration 47Q: 3 clusters Score -920626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -920628.562500 Penalty: 877.249817
	Iteration 48Q: 3 clusters Score -920628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -920629.125000 Penalty: 877.249817
	Iteration 49Q: 3 clusters Score -920629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -920630.625000 Penalty: 877.249817
	Iteration 50Q: 3 clusters Score -920630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -920631.250000 Penalty: 877.249817
	Iteration 51Q: 3 clusters Score -920631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -920631.750000 Penalty: 877.249817
	Iteration 52Q: 3 clusters Score -920631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -920633.000000 Penalty: 877.249817
	Iteration 53Q: 3 clusters Score -920633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -920634.187500 Penalty: 877.249817
	Iteration 54Q: 3 clusters Score -920634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -920635.062500 Penalty: 877.249817
	Iteration 55Q: 3 clusters Score -920635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -920637.750000 Penalty: 877.249817
	Iteration 56Q: 3 clusters Score -920637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -920638.437500 Penalty: 877.249817
	Iteration 57Q: 3 clusters Score -920638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -920638.375000 Penalty: 877.249817
	Iteration 58Q: 3 clusters Score -920638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -920639.000000 Penalty: 877.249817
	Iteration 59Q: 3 clusters Score -920639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -920640.625000 Penalty: 877.249817
	Iteration 60F: 3 clusters Score -920640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -920642.500000 Penalty: 877.249817
	Iteration 61Q: 3 clusters Score -920642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -920642.250000 Penalty: 877.249817
	Iteration 62Q: 3 clusters Score -920642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -920642.750000 Penalty: 877.249817
	Iteration 63Q: 3 clusters Score -920642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -920647.687500 Penalty: 877.249817
	Iteration 64Q: 3 clusters Score -920647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -920651.625000 Penalty: 877.249817
	Iteration 65Q: 3 clusters Score -920651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -920652.750000 Penalty: 877.249817
	Iteration 66Q: 3 clusters Score -920652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -920654.250000 Penalty: 877.249817
	Iteration 67Q: 3 clusters Score -920654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -920653.812500 Penalty: 877.249817
	Iteration 68Q: 3 clusters Score -920653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -920655.937500 Penalty: 877.249817
	Iteration 69Q: 3 clusters Score -920655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -920654.750000 Penalty: 877.249817
	Iteration 70Q: 3 clusters Score -920654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -920654.187500 Penalty: 877.249817
	Iteration 71Q: 3 clusters Score -920654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -920656.750000 Penalty: 877.249817
	Iteration 72Q: 3 clusters Score -920656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -920655.250000 Penalty: 877.249817
	Iteration 73Q: 3 clusters Score -920655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -920654.500000 Penalty: 877.249817
	Iteration 74Q: 3 clusters Score -920654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -920654.562500 Penalty: 877.249817
	Iteration 75Q: 3 clusters Score -920654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -920654.562500 Penalty: 877.249817
	Iteration 76F: 3 clusters Score -920654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -68944.562500 Penalty: 322.863159
	Iteration 0F: 2 clusters Score -68944.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67987.765625 Penalty: 645.726318
	Iteration 0F: 3 clusters Score -67987.77 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68273.007812 Penalty: 645.726318
	Iteration 1F: 3 clusters Score -68273.01 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68331.132812 Penalty: 645.726318
	Iteration 2F: 3 clusters Score -68331.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -68373.632812 Penalty: 645.726318
	Iteration 3F: 3 clusters Score -68373.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68408.937500 Penalty: 645.726318
	Iteration 4Q: 3 clusters Score -68408.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -68433.570312 Penalty: 645.726318
	Iteration 5Q: 3 clusters Score -68433.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68451.898438 Penalty: 645.726318
	Iteration 6Q: 3 clusters Score -68451.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68464.492188 Penalty: 645.726318
	Iteration 7Q: 3 clusters Score -68464.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68474.781250 Penalty: 645.726318
	Iteration 8Q: 3 clusters Score -68474.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68481.773438 Penalty: 645.726318
	Iteration 9Q: 3 clusters Score -68481.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68489.070312 Penalty: 645.726318
	Iteration 10Q: 3 clusters Score -68489.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -68491.867188 Penalty: 645.726318
	Iteration 11Q: 3 clusters Score -68491.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68493.562500 Penalty: 645.726318
	Iteration 12Q: 3 clusters Score -68493.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -68495.593750 Penalty: 645.726318
	Iteration 13Q: 3 clusters Score -68495.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68496.843750 Penalty: 645.726318
	Iteration 14Q: 3 clusters Score -68496.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68498.570312 Penalty: 645.726318
	Iteration 15Q: 3 clusters Score -68498.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -68499.828125 Penalty: 645.726318
	Iteration 16Q: 3 clusters Score -68499.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68500.679688 Penalty: 645.726318
	Iteration 17Q: 3 clusters Score -68500.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68501.367188 Penalty: 645.726318
	Iteration 18Q: 3 clusters Score -68501.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -68502.203125 Penalty: 645.726318
	Iteration 19Q: 3 clusters Score -68502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68502.867188 Penalty: 645.726318
	Iteration 20F: 3 clusters Score -68502.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -68503.554688 Penalty: 645.726318
	Iteration 21Q: 3 clusters Score -68503.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68505.695312 Penalty: 645.726318
	Iteration 22Q: 3 clusters Score -68505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68507.937500 Penalty: 645.726318
	Iteration 23Q: 3 clusters Score -68507.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68509.906250 Penalty: 645.726318
	Iteration 24Q: 3 clusters Score -68509.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68511.929688 Penalty: 645.726318
	Iteration 25Q: 3 clusters Score -68511.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68513.843750 Penalty: 645.726318
	Iteration 26Q: 3 clusters Score -68513.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68515.835938 Penalty: 645.726318
	Iteration 27Q: 3 clusters Score -68515.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68520.304688 Penalty: 645.726318
	Iteration 28Q: 3 clusters Score -68520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68529.890625 Penalty: 645.726318
	Iteration 29Q: 3 clusters Score -68529.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68543.789062 Penalty: 645.726318
	Iteration 30Q: 3 clusters Score -68543.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68553.859375 Penalty: 645.726318
	Iteration 31Q: 3 clusters Score -68553.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68563.687500 Penalty: 645.726318
	Iteration 32Q: 3 clusters Score -68563.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68575.859375 Penalty: 645.726318
	Iteration 33Q: 3 clusters Score -68575.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68582.976562 Penalty: 645.726318
	Iteration 34Q: 3 clusters Score -68582.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68593.875000 Penalty: 645.726318
	Iteration 35Q: 3 clusters Score -68593.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68608.875000 Penalty: 645.726318
	Iteration 36Q: 3 clusters Score -68608.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68623.351562 Penalty: 645.726318
	Iteration 37Q: 3 clusters Score -68623.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68642.234375 Penalty: 645.726318
	Iteration 38Q: 3 clusters Score -68642.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68648.773438 Penalty: 645.726318
	Iteration 39Q: 3 clusters Score -68648.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68653.140625 Penalty: 645.726318
	Iteration 40F: 3 clusters Score -68653.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68655.570312 Penalty: 645.726318
	Iteration 41Q: 3 clusters Score -68655.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68658.507812 Penalty: 645.726318
	Iteration 42Q: 3 clusters Score -68658.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68660.734375 Penalty: 645.726318
	Iteration 43Q: 3 clusters Score -68660.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68663.156250 Penalty: 645.726318
	Iteration 44Q: 3 clusters Score -68663.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68665.117188 Penalty: 645.726318
	Iteration 45Q: 3 clusters Score -68665.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68665.945312 Penalty: 645.726318
	Iteration 46Q: 3 clusters Score -68665.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68666.937500 Penalty: 645.726318
	Iteration 47Q: 3 clusters Score -68666.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68667.382812 Penalty: 645.726318
	Iteration 48Q: 3 clusters Score -68667.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68667.914062 Penalty: 645.726318
	Iteration 49Q: 3 clusters Score -68667.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68668.570312 Penalty: 645.726318
	Iteration 50Q: 3 clusters Score -68668.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68668.570312 Penalty: 645.726318
	Iteration 51F: 3 clusters Score -68668.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10018.908203 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10018.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9743.469727 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9743.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9844.827148 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9844.827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9916.708984 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9916.709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9929.372070 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -9929.372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9939.250000 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9939.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9945.670898 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -9945.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9950.124023 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -9950.124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9950.124023 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -9950.124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18553.595703 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18553.6 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 145 members 
Entering Unmasked Estep 
Score: -18222.562500 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18222.56 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18324.074219 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18324.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18348.269531 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18348.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18370.107422 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -18370.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18386.705078 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18386.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18386.705078 Penalty: 521.439087
	Iteration 5F: 3 clusters Score -18386.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11319.861328 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11319.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11036.536133 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11036.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11110.642578 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11110.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11140.236328 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11140.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11157.038086 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11157.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11159.428711 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11159.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11159.428711 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -11159.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27703.544922 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27703.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27814.101562 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27814.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27837.193359 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27837.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27861.498047 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -27861.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27911.859375 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27911.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27952.554688 Penalty: 556.345093
	Iteration 5F: 3 clusters Score -27952.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28001.652344 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -28001.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28043.580078 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -28043.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28062.292969 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -28062.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28071.251953 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -28071.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28078.330078 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -28078.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28085.097656 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -28085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28091.644531 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -28091.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28095.554688 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -28095.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28096.542969 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -28096.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28097.037109 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -28097.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28098.089844 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -28098.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28098.089844 Penalty: 556.345093
	Iteration 17F: 3 clusters Score -28098.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Entering Unmasked Estep 
Score: -765548.250000 Penalty: 429.963654
	Iteration 0F: 2 clusters Score -765548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -757140.000000 Penalty: 859.927307
	Iteration 0F: 3 clusters Score -757140 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -760860.000000 Penalty: 859.927307
	Iteration 1F: 3 clusters Score -760860 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -761384.125000 Penalty: 859.927307
	Iteration 2F: 3 clusters Score -761384.1 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -762111.562500 Penalty: 859.927307
	Iteration 3F: 3 clusters Score -762111.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -762923.687500 Penalty: 859.927307
	Iteration 4F: 3 clusters Score -762923.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -763496.687500 Penalty: 859.927307
	Iteration 5F: 3 clusters Score -763496.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -763745.062500 Penalty: 859.927307
	Iteration 6Q: 3 clusters Score -763745.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -763876.125000 Penalty: 859.927307
	Iteration 7Q: 3 clusters Score -763876.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -764004.375000 Penalty: 859.927307
	Iteration 8Q: 3 clusters Score -764004.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -764146.250000 Penalty: 859.927307
	Iteration 9Q: 3 clusters Score -764146.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -764269.375000 Penalty: 859.927307
	Iteration 10Q: 3 clusters Score -764269.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -764351.437500 Penalty: 859.927307
	Iteration 11Q: 3 clusters Score -764351.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -764430.750000 Penalty: 859.927307
	Iteration 12Q: 3 clusters Score -764430.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -764508.000000 Penalty: 859.927307
	Iteration 13Q: 3 clusters Score -764508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -764552.562500 Penalty: 859.927307
	Iteration 14Q: 3 clusters Score -764552.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -764603.312500 Penalty: 859.927307
	Iteration 15Q: 3 clusters Score -764603.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -764655.312500 Penalty: 859.927307
	Iteration 16Q: 3 clusters Score -764655.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -764700.687500 Penalty: 859.927307
	Iteration 17Q: 3 clusters Score -764700.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -764734.312500 Penalty: 859.927307
	Iteration 18Q: 3 clusters Score -764734.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -764770.562500 Penalty: 859.927307
	Iteration 19Q: 3 clusters Score -764770.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -764806.500000 Penalty: 859.927307
	Iteration 20F: 3 clusters Score -764806.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -764845.562500 Penalty: 859.927307
	Iteration 21Q: 3 clusters Score -764845.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -764872.125000 Penalty: 859.927307
	Iteration 22Q: 3 clusters Score -764872.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -764900.875000 Penalty: 859.927307
	Iteration 23Q: 3 clusters Score -764900.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -764922.437500 Penalty: 859.927307
	Iteration 24Q: 3 clusters Score -764922.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -764941.562500 Penalty: 859.927307
	Iteration 25Q: 3 clusters Score -764941.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -764970.687500 Penalty: 859.927307
	Iteration 26Q: 3 clusters Score -764970.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -765003.937500 Penalty: 859.927307
	Iteration 27Q: 3 clusters Score -765003.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -765035.062500 Penalty: 859.927307
	Iteration 28Q: 3 clusters Score -765035.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -765058.937500 Penalty: 859.927307
	Iteration 29Q: 3 clusters Score -765058.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -765077.375000 Penalty: 859.927307
	Iteration 30Q: 3 clusters Score -765077.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -765090.000000 Penalty: 859.927307
	Iteration 31Q: 3 clusters Score -765090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -765097.187500 Penalty: 859.927307
	Iteration 32Q: 3 clusters Score -765097.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -765105.187500 Penalty: 859.927307
	Iteration 33Q: 3 clusters Score -765105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -765111.062500 Penalty: 859.927307
	Iteration 34Q: 3 clusters Score -765111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -765117.250000 Penalty: 859.927307
	Iteration 35Q: 3 clusters Score -765117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -765119.250000 Penalty: 859.927307
	Iteration 36Q: 3 clusters Score -765119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -765123.687500 Penalty: 859.927307
	Iteration 37Q: 3 clusters Score -765123.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -765130.625000 Penalty: 859.927307
	Iteration 38Q: 3 clusters Score -765130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -765133.187500 Penalty: 859.927307
	Iteration 39Q: 3 clusters Score -765133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -765132.812500 Penalty: 859.927307
	Iteration 40F: 3 clusters Score -765132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -765134.812500 Penalty: 859.927307
	Iteration 41Q: 3 clusters Score -765134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -765134.500000 Penalty: 859.927307
	Iteration 42Q: 3 clusters Score -765134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -765134.437500 Penalty: 859.927307
	Iteration 43Q: 3 clusters Score -765134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -765134.437500 Penalty: 859.927307
	Iteration 44F: 3 clusters Score -765134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -136512.296875 Penalty: 358.040375
	Iteration 0F: 2 clusters Score -136512.3 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 1281 members 
Entering Unmasked Estep 
Score: -134628.921875 Penalty: 716.080750
	Iteration 0F: 3 clusters Score -134628.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -135291.031250 Penalty: 716.080750
	Iteration 1F: 3 clusters Score -135291 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -135433.421875 Penalty: 716.080750
	Iteration 2F: 3 clusters Score -135433.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135550.843750 Penalty: 716.080750
	Iteration 3F: 3 clusters Score -135550.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135672.640625 Penalty: 716.080750
	Iteration 4F: 3 clusters Score -135672.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135796.406250 Penalty: 716.080750
	Iteration 5F: 3 clusters Score -135796.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135893.203125 Penalty: 716.080750
	Iteration 6Q: 3 clusters Score -135893.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135972.609375 Penalty: 716.080750
	Iteration 7Q: 3 clusters Score -135972.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136032.093750 Penalty: 716.080750
	Iteration 8Q: 3 clusters Score -136032.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136084.437500 Penalty: 716.080750
	Iteration 9Q: 3 clusters Score -136084.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -136115.968750 Penalty: 716.080750
	Iteration 10Q: 3 clusters Score -136116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -136133.765625 Penalty: 716.080750
	Iteration 11Q: 3 clusters Score -136133.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136145.093750 Penalty: 716.080750
	Iteration 12Q: 3 clusters Score -136145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136157.156250 Penalty: 716.080750
	Iteration 13Q: 3 clusters Score -136157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136167.296875 Penalty: 716.080750
	Iteration 14Q: 3 clusters Score -136167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -136175.703125 Penalty: 716.080750
	Iteration 15Q: 3 clusters Score -136175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -136180.625000 Penalty: 716.080750
	Iteration 16Q: 3 clusters Score -136180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136186.765625 Penalty: 716.080750
	Iteration 17Q: 3 clusters Score -136186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -136195.687500 Penalty: 716.080750
	Iteration 18Q: 3 clusters Score -136195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -136199.937500 Penalty: 716.080750
	Iteration 19Q: 3 clusters Score -136199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136200.750000 Penalty: 716.080750
	Iteration 20F: 3 clusters Score -136200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -136202.046875 Penalty: 716.080750
	Iteration 21Q: 3 clusters Score -136202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -136202.937500 Penalty: 716.080750
	Iteration 22Q: 3 clusters Score -136202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -136203.953125 Penalty: 716.080750
	Iteration 23Q: 3 clusters Score -136204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -136204.953125 Penalty: 716.080750
	Iteration 24Q: 3 clusters Score -136205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136206.250000 Penalty: 716.080750
	Iteration 25Q: 3 clusters Score -136206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -136208.984375 Penalty: 716.080750
	Iteration 26Q: 3 clusters Score -136209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -136210.343750 Penalty: 716.080750
	Iteration 27Q: 3 clusters Score -136210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -136211.453125 Penalty: 716.080750
	Iteration 28Q: 3 clusters Score -136211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -136212.906250 Penalty: 716.080750
	Iteration 29Q: 3 clusters Score -136212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -136214.562500 Penalty: 716.080750
	Iteration 30Q: 3 clusters Score -136214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -136215.765625 Penalty: 716.080750
	Iteration 31Q: 3 clusters Score -136215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -136217.875000 Penalty: 716.080750
	Iteration 32Q: 3 clusters Score -136217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -136220.562500 Penalty: 716.080750
	Iteration 33Q: 3 clusters Score -136220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -136225.406250 Penalty: 716.080750
	Iteration 34Q: 3 clusters Score -136225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -136226.812500 Penalty: 716.080750
	Iteration 35Q: 3 clusters Score -136226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -136227.531250 Penalty: 716.080750
	Iteration 36Q: 3 clusters Score -136227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -136228.015625 Penalty: 716.080750
	Iteration 37Q: 3 clusters Score -136228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -136228.015625 Penalty: 716.080750
	Iteration 38F: 3 clusters Score -136228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10558.410156 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10558.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10272.734375 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10272.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10360.125977 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10360.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10406.006836 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10406.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10446.776367 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -10446.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10503.947266 Penalty: 483.052338
	Iteration 4F: 3 clusters Score -10503.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10528.708008 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10528.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10563.429688 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10563.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10565.764648 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10565.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10565.764648 Penalty: 483.052338
	Iteration 8F: 3 clusters Score -10565.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 102 members 
Entering Unmasked Estep 
Score: -58206980.000000 Penalty: 52866.046875
Splitting cluster 33 changes total score from -58207432.000000 to -58206980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -40276.890625 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -40276.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39700.890625 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -39700.89 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39921.484375 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -39921.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40013.976562 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -40013.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40090.835938 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -40090.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40166.472656 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -40166.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40197.148438 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40197.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40220.847656 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -40220.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40249.152344 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -40249.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40269.308594 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -40269.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40284.027344 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -40284.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40305.640625 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40305.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40335.359375 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40335.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40367.117188 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -40367.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40393.292969 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -40393.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40416.214844 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -40416.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40423.742188 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -40423.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40424.921875 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -40424.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -40425.140625 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -40425.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -40425.140625 Penalty: 598.458740
	Iteration 18F: 3 clusters Score -40425.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 257 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 461 members 
Entering Unmasked Estep 
Score: -58207200.000000 Penalty: 52866.046875
Splitting cluster 34 changes total score from -58207432.000000 to -58207200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -8268.606445 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -8268.606 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 109 members 
Entering Unmasked Estep 
Score: -7968.951172 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -7968.951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8057.005859 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -8057.006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8083.841797 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -8083.842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8096.915527 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -8096.916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8113.726074 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -8113.726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8123.080566 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -8123.081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8144.882324 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -8144.882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8171.378418 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -8171.378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8176.540039 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -8176.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8180.524902 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -8180.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8180.524902 Penalty: 506.022034
	Iteration 10F: 3 clusters Score -8180.525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Entering Unmasked Estep 
Score: -891880.125000 Penalty: 436.565887
	Iteration 0F: 2 clusters Score -891880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -882128.500000 Penalty: 873.131775
	Iteration 0F: 3 clusters Score -882128.5 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -886173.437500 Penalty: 873.131775
	Iteration 1F: 3 clusters Score -886173.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -886546.125000 Penalty: 873.131775
	Iteration 2F: 3 clusters Score -886546.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -887019.375000 Penalty: 873.131775
	Iteration 3F: 3 clusters Score -887019.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -887636.750000 Penalty: 873.131775
	Iteration 4F: 3 clusters Score -887636.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -888262.687500 Penalty: 873.131775
	Iteration 5F: 3 clusters Score -888262.7 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -888730.375000 Penalty: 873.131775
	Iteration 6F: 3 clusters Score -888730.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -888964.875000 Penalty: 873.131775
	Iteration 7Q: 3 clusters Score -888964.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -889064.812500 Penalty: 873.131775
	Iteration 8Q: 3 clusters Score -889064.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -889113.750000 Penalty: 873.131775
	Iteration 9Q: 3 clusters Score -889113.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -889131.000000 Penalty: 873.131775
	Iteration 10Q: 3 clusters Score -889131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -889143.937500 Penalty: 873.131775
	Iteration 11Q: 3 clusters Score -889143.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -889160.437500 Penalty: 873.131775
	Iteration 12Q: 3 clusters Score -889160.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -889183.437500 Penalty: 873.131775
	Iteration 13Q: 3 clusters Score -889183.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -889198.437500 Penalty: 873.131775
	Iteration 14Q: 3 clusters Score -889198.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -889215.812500 Penalty: 873.131775
	Iteration 15Q: 3 clusters Score -889215.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -889224.312500 Penalty: 873.131775
	Iteration 16Q: 3 clusters Score -889224.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -889238.812500 Penalty: 873.131775
	Iteration 17Q: 3 clusters Score -889238.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -889257.187500 Penalty: 873.131775
	Iteration 18Q: 3 clusters Score -889257.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -889271.125000 Penalty: 873.131775
	Iteration 19Q: 3 clusters Score -889271.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -889287.625000 Penalty: 873.131775
	Iteration 20F: 3 clusters Score -889287.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -889298.750000 Penalty: 873.131775
	Iteration 21Q: 3 clusters Score -889298.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -889311.312500 Penalty: 873.131775
	Iteration 22Q: 3 clusters Score -889311.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -889323.437500 Penalty: 873.131775
	Iteration 23Q: 3 clusters Score -889323.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -889340.875000 Penalty: 873.131775
	Iteration 24Q: 3 clusters Score -889340.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -889359.687500 Penalty: 873.131775
	Iteration 25Q: 3 clusters Score -889359.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -889377.937500 Penalty: 873.131775
	Iteration 26Q: 3 clusters Score -889377.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -889393.937500 Penalty: 873.131775
	Iteration 27Q: 3 clusters Score -889393.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -889418.500000 Penalty: 873.131775
	Iteration 28Q: 3 clusters Score -889418.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -889447.125000 Penalty: 873.131775
	Iteration 29Q: 3 clusters Score -889447.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -889483.750000 Penalty: 873.131775
	Iteration 30Q: 3 clusters Score -889483.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -889517.875000 Penalty: 873.131775
	Iteration 31Q: 3 clusters Score -889517.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -889546.062500 Penalty: 873.131775
	Iteration 32Q: 3 clusters Score -889546.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -889580.250000 Penalty: 873.131775
	Iteration 33Q: 3 clusters Score -889580.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -889623.875000 Penalty: 873.131775
	Iteration 34Q: 3 clusters Score -889623.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -889676.750000 Penalty: 873.131775
	Iteration 35Q: 3 clusters Score -889676.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -889737.875000 Penalty: 873.131775
	Iteration 36Q: 3 clusters Score -889737.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -889800.187500 Penalty: 873.131775
	Iteration 37Q: 3 clusters Score -889800.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -889877.062500 Penalty: 873.131775
	Iteration 38Q: 3 clusters Score -889877.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -889946.437500 Penalty: 873.131775
	Iteration 39Q: 3 clusters Score -889946.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -890031.812500 Penalty: 873.131775
	Iteration 40F: 3 clusters Score -890031.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -890136.812500 Penalty: 873.131775
	Iteration 41Q: 3 clusters Score -890136.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -890263.687500 Penalty: 873.131775
	Iteration 42Q: 3 clusters Score -890263.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -890411.687500 Penalty: 873.131775
	Iteration 43Q: 3 clusters Score -890411.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -890580.562500 Penalty: 873.131775
	Iteration 44Q: 3 clusters Score -890580.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -890751.937500 Penalty: 873.131775
	Iteration 45Q: 3 clusters Score -890751.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -890919.250000 Penalty: 873.131775
	Iteration 46Q: 3 clusters Score -890919.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -891063.812500 Penalty: 873.131775
	Iteration 47Q: 3 clusters Score -891063.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -891177.562500 Penalty: 873.131775
	Iteration 48Q: 3 clusters Score -891177.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -891275.625000 Penalty: 873.131775
	Iteration 49Q: 3 clusters Score -891275.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -891340.500000 Penalty: 873.131775
	Iteration 50Q: 3 clusters Score -891340.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -891383.062500 Penalty: 873.131775
	Iteration 51Q: 3 clusters Score -891383.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -891412.062500 Penalty: 873.131775
	Iteration 52Q: 3 clusters Score -891412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -891429.500000 Penalty: 873.131775
	Iteration 53Q: 3 clusters Score -891429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -891441.562500 Penalty: 873.131775
	Iteration 54Q: 3 clusters Score -891441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -891454.187500 Penalty: 873.131775
	Iteration 55Q: 3 clusters Score -891454.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -891470.625000 Penalty: 873.131775
	Iteration 56Q: 3 clusters Score -891470.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -891477.562500 Penalty: 873.131775
	Iteration 57Q: 3 clusters Score -891477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -891482.375000 Penalty: 873.131775
	Iteration 58Q: 3 clusters Score -891482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -891486.062500 Penalty: 873.131775
	Iteration 59Q: 3 clusters Score -891486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -891490.875000 Penalty: 873.131775
	Iteration 60F: 3 clusters Score -891490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -891495.187500 Penalty: 873.131775
	Iteration 61Q: 3 clusters Score -891495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -891500.812500 Penalty: 873.131775
	Iteration 62Q: 3 clusters Score -891500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -891504.000000 Penalty: 873.131775
	Iteration 63Q: 3 clusters Score -891504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -891505.250000 Penalty: 873.131775
	Iteration 64Q: 3 clusters Score -891505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -891506.250000 Penalty: 873.131775
	Iteration 65Q: 3 clusters Score -891506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -891506.750000 Penalty: 873.131775
	Iteration 66Q: 3 clusters Score -891506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -891506.750000 Penalty: 873.131775
	Iteration 67F: 3 clusters Score -891506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -196307.015625 Penalty: 368.349731
	Iteration 0F: 2 clusters Score -196307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -194077.484375 Penalty: 736.699463
	Iteration 0F: 3 clusters Score -194077.5 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -194939.015625 Penalty: 736.699463
	Iteration 1F: 3 clusters Score -194939 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -195138.687500 Penalty: 736.699463
	Iteration 2F: 3 clusters Score -195138.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195349.171875 Penalty: 736.699463
	Iteration 3F: 3 clusters Score -195349.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -195567.734375 Penalty: 736.699463
	Iteration 4F: 3 clusters Score -195567.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -195753.390625 Penalty: 736.699463
	Iteration 5F: 3 clusters Score -195753.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195879.593750 Penalty: 736.699463
	Iteration 6Q: 3 clusters Score -195879.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195972.078125 Penalty: 736.699463
	Iteration 7Q: 3 clusters Score -195972.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -196026.484375 Penalty: 736.699463
	Iteration 8Q: 3 clusters Score -196026.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -196077.234375 Penalty: 736.699463
	Iteration 9Q: 3 clusters Score -196077.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196107.625000 Penalty: 736.699463
	Iteration 10Q: 3 clusters Score -196107.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196128.718750 Penalty: 736.699463
	Iteration 11Q: 3 clusters Score -196128.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -196142.343750 Penalty: 736.699463
	Iteration 12Q: 3 clusters Score -196142.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196150.046875 Penalty: 736.699463
	Iteration 13Q: 3 clusters Score -196150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -196155.000000 Penalty: 736.699463
	Iteration 14Q: 3 clusters Score -196155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -196158.250000 Penalty: 736.699463
	Iteration 15Q: 3 clusters Score -196158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -196158.828125 Penalty: 736.699463
	Iteration 16Q: 3 clusters Score -196158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -196159.296875 Penalty: 736.699463
	Iteration 17Q: 3 clusters Score -196159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -196159.828125 Penalty: 736.699463
	Iteration 18Q: 3 clusters Score -196159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -196159.609375 Penalty: 736.699463
	Iteration 19Q: 3 clusters Score -196159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196159.859375 Penalty: 736.699463
	Iteration 20F: 3 clusters Score -196159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196159.781250 Penalty: 736.699463
	Iteration 21Q: 3 clusters Score -196159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -196160.156250 Penalty: 736.699463
	Iteration 22Q: 3 clusters Score -196160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196160.500000 Penalty: 736.699463
	Iteration 23Q: 3 clusters Score -196160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196160.500000 Penalty: 736.699463
	Iteration 24F: 3 clusters Score -196160.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -4887.421875 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -4887.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4663.392090 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -4663.392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4746.179688 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -4746.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4766.847656 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -4766.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4771.479980 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -4771.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4776.071777 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -4776.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4778.214844 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -4778.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4778.214844 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -4778.215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10116.648438 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10116.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9838.951172 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9838.951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9939.991211 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9939.991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9961.372070 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9961.372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9973.125000 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9973.125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9986.906250 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9986.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9998.849609 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9998.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10001.915039 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10001.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10004.463867 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -10004.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10005.882812 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -10005.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10014.744141 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10014.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10016.488281 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -10016.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10021.731445 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -10021.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10022.657227 Penalty: 482.600739
	Iteration 12Q: 3 clusters Score -10022.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10022.657227 Penalty: 482.600739
	Iteration 13F: 3 clusters Score -10022.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16486.576172 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16486.58 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16616.486328 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16616.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16653.003906 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16671.554688 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16671.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16695.566406 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16695.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16707.521484 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16707.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16713.359375 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16713.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16718.474609 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16718.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16726.251953 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16726.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16730.091797 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16730.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16730.091797 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -16730.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -15804.361328 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -15804.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15491.783203 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -15491.78 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15683.444336 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -15683.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15750.078125 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -15750.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15762.490234 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -15762.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15764.504883 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -15764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15764.504883 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -15764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5032.255371 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5032.255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5062.717773 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5062.718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5070.370605 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5070.371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5075.398438 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5075.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5075.398438 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -5075.398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Entering Unmasked Estep 
Score: -356071.968750 Penalty: 396.190491
	Iteration 0F: 2 clusters Score -356072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -351969.406250 Penalty: 792.380981
	Iteration 0F: 3 clusters Score -351969.4 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -353745.375000 Penalty: 792.380981
	Iteration 1F: 3 clusters Score -353745.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -354058.593750 Penalty: 792.380981
	Iteration 2F: 3 clusters Score -354058.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -354389.062500 Penalty: 792.380981
	Iteration 3F: 3 clusters Score -354389.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -354687.562500 Penalty: 792.380981
	Iteration 4F: 3 clusters Score -354687.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -354898.531250 Penalty: 792.380981
	Iteration 5F: 3 clusters Score -354898.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -355008.187500 Penalty: 792.380981
	Iteration 6Q: 3 clusters Score -355008.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -355059.812500 Penalty: 792.380981
	Iteration 7Q: 3 clusters Score -355059.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -355087.218750 Penalty: 792.380981
	Iteration 8Q: 3 clusters Score -355087.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -355106.687500 Penalty: 792.380981
	Iteration 9Q: 3 clusters Score -355106.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -355123.156250 Penalty: 792.380981
	Iteration 10Q: 3 clusters Score -355123.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -355141.281250 Penalty: 792.380981
	Iteration 11Q: 3 clusters Score -355141.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -355155.968750 Penalty: 792.380981
	Iteration 12Q: 3 clusters Score -355156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -355166.906250 Penalty: 792.380981
	Iteration 13Q: 3 clusters Score -355166.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -355178.250000 Penalty: 792.380981
	Iteration 14Q: 3 clusters Score -355178.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -355192.531250 Penalty: 792.380981
	Iteration 15Q: 3 clusters Score -355192.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -355212.750000 Penalty: 792.380981
	Iteration 16Q: 3 clusters Score -355212.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -355235.562500 Penalty: 792.380981
	Iteration 17Q: 3 clusters Score -355235.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -355255.781250 Penalty: 792.380981
	Iteration 18Q: 3 clusters Score -355255.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -355280.062500 Penalty: 792.380981
	Iteration 19Q: 3 clusters Score -355280.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -355299.343750 Penalty: 792.380981
	Iteration 20F: 3 clusters Score -355299.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -355315.781250 Penalty: 792.380981
	Iteration 21Q: 3 clusters Score -355315.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -355335.843750 Penalty: 792.380981
	Iteration 22Q: 3 clusters Score -355335.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -355353.125000 Penalty: 792.380981
	Iteration 23Q: 3 clusters Score -355353.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -355372.437500 Penalty: 792.380981
	Iteration 24Q: 3 clusters Score -355372.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -355391.156250 Penalty: 792.380981
	Iteration 25Q: 3 clusters Score -355391.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -355416.468750 Penalty: 792.380981
	Iteration 26Q: 3 clusters Score -355416.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -355439.281250 Penalty: 792.380981
	Iteration 27Q: 3 clusters Score -355439.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -355460.781250 Penalty: 792.380981
	Iteration 28Q: 3 clusters Score -355460.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -355477.812500 Penalty: 792.380981
	Iteration 29Q: 3 clusters Score -355477.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -355502.531250 Penalty: 792.380981
	Iteration 30Q: 3 clusters Score -355502.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -355522.093750 Penalty: 792.380981
	Iteration 31Q: 3 clusters Score -355522.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -355542.125000 Penalty: 792.380981
	Iteration 32Q: 3 clusters Score -355542.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -355554.593750 Penalty: 792.380981
	Iteration 33Q: 3 clusters Score -355554.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -355564.875000 Penalty: 792.380981
	Iteration 34Q: 3 clusters Score -355564.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -355573.156250 Penalty: 792.380981
	Iteration 35Q: 3 clusters Score -355573.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -355582.312500 Penalty: 792.380981
	Iteration 36Q: 3 clusters Score -355582.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -355586.218750 Penalty: 792.380981
	Iteration 37Q: 3 clusters Score -355586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -355590.781250 Penalty: 792.380981
	Iteration 38Q: 3 clusters Score -355590.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -355594.062500 Penalty: 792.380981
	Iteration 39Q: 3 clusters Score -355594.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -355598.250000 Penalty: 792.380981
	Iteration 40F: 3 clusters Score -355598.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -355600.968750 Penalty: 792.380981
	Iteration 41Q: 3 clusters Score -355601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -355604.187500 Penalty: 792.380981
	Iteration 42Q: 3 clusters Score -355604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -355606.281250 Penalty: 792.380981
	Iteration 43Q: 3 clusters Score -355606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -355608.406250 Penalty: 792.380981
	Iteration 44Q: 3 clusters Score -355608.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -355613.125000 Penalty: 792.380981
	Iteration 45Q: 3 clusters Score -355613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -355616.281250 Penalty: 792.380981
	Iteration 46Q: 3 clusters Score -355616.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -355619.343750 Penalty: 792.380981
	Iteration 47Q: 3 clusters Score -355619.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -355623.437500 Penalty: 792.380981
	Iteration 48Q: 3 clusters Score -355623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -355627.156250 Penalty: 792.380981
	Iteration 49Q: 3 clusters Score -355627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -355631.093750 Penalty: 792.380981
	Iteration 50Q: 3 clusters Score -355631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -355634.906250 Penalty: 792.380981
	Iteration 51Q: 3 clusters Score -355634.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -355638.437500 Penalty: 792.380981
	Iteration 52Q: 3 clusters Score -355638.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -355643.437500 Penalty: 792.380981
	Iteration 53Q: 3 clusters Score -355643.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -355651.218750 Penalty: 792.380981
	Iteration 54Q: 3 clusters Score -355651.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -355657.312500 Penalty: 792.380981
	Iteration 55Q: 3 clusters Score -355657.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -355662.218750 Penalty: 792.380981
	Iteration 56Q: 3 clusters Score -355662.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -355667.093750 Penalty: 792.380981
	Iteration 57Q: 3 clusters Score -355667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -355671.500000 Penalty: 792.380981
	Iteration 58Q: 3 clusters Score -355671.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -355674.250000 Penalty: 792.380981
	Iteration 59Q: 3 clusters Score -355674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -355677.312500 Penalty: 792.380981
	Iteration 60F: 3 clusters Score -355677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -355684.468750 Penalty: 792.380981
	Iteration 61Q: 3 clusters Score -355684.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -355691.125000 Penalty: 792.380981
	Iteration 62Q: 3 clusters Score -355691.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -355697.781250 Penalty: 792.380981
	Iteration 63Q: 3 clusters Score -355697.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -355703.750000 Penalty: 792.380981
	Iteration 64Q: 3 clusters Score -355703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -355711.500000 Penalty: 792.380981
	Iteration 65Q: 3 clusters Score -355711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -355719.125000 Penalty: 792.380981
	Iteration 66Q: 3 clusters Score -355719.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -355727.562500 Penalty: 792.380981
	Iteration 67Q: 3 clusters Score -355727.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -355736.593750 Penalty: 792.380981
	Iteration 68Q: 3 clusters Score -355736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -355744.531250 Penalty: 792.380981
	Iteration 69Q: 3 clusters Score -355744.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -355754.656250 Penalty: 792.380981
	Iteration 70Q: 3 clusters Score -355754.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -355761.250000 Penalty: 792.380981
	Iteration 71Q: 3 clusters Score -355761.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -355769.843750 Penalty: 792.380981
	Iteration 72Q: 3 clusters Score -355769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -355776.906250 Penalty: 792.380981
	Iteration 73Q: 3 clusters Score -355776.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -355781.843750 Penalty: 792.380981
	Iteration 74Q: 3 clusters Score -355781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -355785.093750 Penalty: 792.380981
	Iteration 75Q: 3 clusters Score -355785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -355788.250000 Penalty: 792.380981
	Iteration 76Q: 3 clusters Score -355788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -355789.468750 Penalty: 792.380981
	Iteration 77Q: 3 clusters Score -355789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -355790.843750 Penalty: 792.380981
	Iteration 78Q: 3 clusters Score -355790.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -355793.406250 Penalty: 792.380981
	Iteration 79Q: 3 clusters Score -355793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -355797.437500 Penalty: 792.380981
	Iteration 80F: 3 clusters Score -355797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -355800.593750 Penalty: 792.380981
	Iteration 81Q: 3 clusters Score -355800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -355802.375000 Penalty: 792.380981
	Iteration 82Q: 3 clusters Score -355802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -355805.625000 Penalty: 792.380981
	Iteration 83Q: 3 clusters Score -355805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -355810.218750 Penalty: 792.380981
	Iteration 84Q: 3 clusters Score -355810.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -355817.125000 Penalty: 792.380981
	Iteration 85Q: 3 clusters Score -355817.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -355823.687500 Penalty: 792.380981
	Iteration 86Q: 3 clusters Score -355823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -355829.593750 Penalty: 792.380981
	Iteration 87Q: 3 clusters Score -355829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -355835.281250 Penalty: 792.380981
	Iteration 88Q: 3 clusters Score -355835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -355838.750000 Penalty: 792.380981
	Iteration 89Q: 3 clusters Score -355838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -355844.656250 Penalty: 792.380981
	Iteration 90Q: 3 clusters Score -355844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -355847.718750 Penalty: 792.380981
	Iteration 91Q: 3 clusters Score -355847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -355851.718750 Penalty: 792.380981
	Iteration 92Q: 3 clusters Score -355851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -355856.781250 Penalty: 792.380981
	Iteration 93Q: 3 clusters Score -355856.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -355863.656250 Penalty: 792.380981
	Iteration 94Q: 3 clusters Score -355863.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -355869.437500 Penalty: 792.380981
	Iteration 95Q: 3 clusters Score -355869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -355873.125000 Penalty: 792.380981
	Iteration 96Q: 3 clusters Score -355873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -355875.375000 Penalty: 792.380981
	Iteration 97Q: 3 clusters Score -355875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -355879.906250 Penalty: 792.380981
	Iteration 98Q: 3 clusters Score -355879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -355887.312500 Penalty: 792.380981
	Iteration 99Q: 3 clusters Score -355887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -355890.625000 Penalty: 792.380981
	Iteration 100F: 3 clusters Score -355890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -355893.656250 Penalty: 792.380981
	Iteration 101Q: 3 clusters Score -355893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -355898.062500 Penalty: 792.380981
	Iteration 102Q: 3 clusters Score -355898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -355902.312500 Penalty: 792.380981
	Iteration 103Q: 3 clusters Score -355902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -355903.500000 Penalty: 792.380981
	Iteration 104Q: 3 clusters Score -355903.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -355903.500000 Penalty: 792.380981
	Iteration 105F: 3 clusters Score -355903.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40308.574219 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40308.57 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40543.230469 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40543.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40665.871094 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40665.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40745.820312 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40745.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40811.136719 Penalty: 592.838867
	Iteration 4F: 3 clusters Score -40811.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40839.445312 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40839.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40851.910156 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40851.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40860.183594 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40860.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40871.785156 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40871.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40880.734375 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40880.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40882.824219 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40882.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40883.210938 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40883.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40883.210938 Penalty: 592.838867
	Iteration 12F: 3 clusters Score -40883.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -4001.847412 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -4001.847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3829.153564 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3829.154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3881.778809 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3881.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3894.946045 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3894.946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3894.946045 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3894.946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -120311.765625 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -120311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -118871.296875 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -118871.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -119349.617188 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -119349.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -119499.835938 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -119499.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119652.117188 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -119652.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -119782.132812 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -119782.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119885.804688 Penalty: 691.088684
	Iteration 5F: 3 clusters Score -119885.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119957.265625 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -119957.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119997.554688 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -119997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120033.664062 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -120033.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120056.632812 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -120056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120071.976562 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -120072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120091.554688 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -120091.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -120115.570312 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -120115.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120131.781250 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -120131.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120143.500000 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -120143.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120148.289062 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -120148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120149.726562 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -120149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120151.195312 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -120151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -120152.765625 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -120152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -120154.304688 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -120154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -120155.406250 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -120155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120155.906250 Penalty: 691.088684
	Iteration 21Q: 3 clusters Score -120155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120156.359375 Penalty: 691.088684
	Iteration 22Q: 3 clusters Score -120156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120156.937500 Penalty: 691.088684
	Iteration 23Q: 3 clusters Score -120156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -120157.468750 Penalty: 691.088684
	Iteration 24Q: 3 clusters Score -120157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120157.531250 Penalty: 691.088684
	Iteration 25Q: 3 clusters Score -120157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120157.812500 Penalty: 691.088684
	Iteration 26Q: 3 clusters Score -120157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120158.812500 Penalty: 691.088684
	Iteration 27Q: 3 clusters Score -120158.8 nChanged 3
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: -120159.421875 Penalty: 691.088684
	Iteration 28Q: 3 clusters Score -120159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120160.718750 Penalty: 691.088684
	Iteration 29Q: 3 clusters Score -120160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120163.437500 Penalty: 691.088684
	Iteration 30Q: 3 clusters Score -120163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120165.867188 Penalty: 691.088684
	Iteration 31Q: 3 clusters Score -120165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120166.953125 Penalty: 691.088684
	Iteration 32Q: 3 clusters Score -120167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120167.820312 Penalty: 691.088684
	Iteration 33Q: 3 clusters Score -120167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120168.492188 Penalty: 691.088684
	Iteration 34Q: 3 clusters Score -120168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120169.031250 Penalty: 691.088684
	Iteration 35Q: 3 clusters Score -120169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120169.828125 Penalty: 691.088684
	Iteration 36Q: 3 clusters Score -120169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -120170.296875 Penalty: 691.088684
	Iteration 37Q: 3 clusters Score -120170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120170.164062 Penalty: 691.088684
	Iteration 38Q: 3 clusters Score -120170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120170.164062 Penalty: 691.088684
	Iteration 39F: 3 clusters Score -120170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6007.985840 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6007.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5792.417969 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5792.418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5853.555664 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5853.556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5885.070312 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5885.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5897.424805 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5897.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5897.424805 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -5897.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -21517.878906 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -21517.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21122.353516 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -21122.35 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21207.507812 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -21207.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21251.626953 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -21251.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21273.269531 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -21273.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21284.062500 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -21284.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21289.429688 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -21289.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21293.798828 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -21293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21296.941406 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -21296.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21304.322266 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -21304.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21310.787109 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -21310.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21311.917969 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -21311.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21315.154297 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -21315.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21316.955078 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -21316.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21318.503906 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -21318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21321.880859 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -21321.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21327.804688 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -21327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21330.513672 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -21330.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21330.513672 Penalty: 530.434082
	Iteration 17F: 3 clusters Score -21330.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6584.592773 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6584.593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6614.423340 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6614.423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6626.377930 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -6626.378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6635.485352 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6635.485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6645.567383 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -6645.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6645.567383 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -6645.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45529.269531 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45529.27 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -45748.578125 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45748.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45781.484375 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45781.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45808.648438 Penalty: 602.426697
	Iteration 3Q: 3 clusters Score -45808.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45853.714844 Penalty: 602.426697
	Iteration 4Q: 3 clusters Score -45853.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -45892.738281 Penalty: 602.426697
	Iteration 5Q: 3 clusters Score -45892.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45929.347656 Penalty: 602.426697
	Iteration 6Q: 3 clusters Score -45929.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45959.984375 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -45959.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45985.914062 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -45985.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46003.148438 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46003.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46018.734375 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46018.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46032.914062 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46032.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46039.074219 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -46039.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46042.101562 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -46042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46042.390625 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -46042.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46042.390625 Penalty: 602.426697
	Iteration 15F: 3 clusters Score -46042.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -12565.629883 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -12565.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12252.962891 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12252.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12504.854492 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12504.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12667.244141 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12667.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12710.009766 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -12710.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12766.772461 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12766.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12793.580078 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12793.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12803.685547 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12803.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12806.910156 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12806.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12806.910156 Penalty: 503.178040
	Iteration 8F: 3 clusters Score -12806.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 92 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 160 members 
Entering Unmasked Estep 
Score: -58207284.000000 Penalty: 52866.046875
Splitting cluster 51 changes total score from -58207432.000000 to -58207284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11856.244141 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11856.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11921.033203 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11921.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11942.961914 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -11942.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11961.286133 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -11961.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11983.323242 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -11983.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11998.910156 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -11998.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12018.109375 Penalty: 487.877594
	Iteration 6F: 3 clusters Score -12018.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12040.030273 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12040.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12055.874023 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12055.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12065.505859 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12065.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12079.052734 Penalty: 487.877594
	Iteration 10Q: 3 clusters Score -12079.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12089.545898 Penalty: 487.877594
	Iteration 11Q: 3 clusters Score -12089.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12114.169922 Penalty: 487.877594
	Iteration 12Q: 3 clusters Score -12114.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12132.078125 Penalty: 487.877594
	Iteration 13Q: 3 clusters Score -12132.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12132.078125 Penalty: 487.877594
	Iteration 14F: 3 clusters Score -12132.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11091.716797 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11091.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10809.065430 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -10809.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10950.088867 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -10950.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11001.066406 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11001.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11044.748047 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11044.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11072.879883 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11072.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11085.076172 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11085.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11088.250000 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11088.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11089.592773 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11089.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11089.592773 Penalty: 494.070465
	Iteration 8F: 3 clusters Score -11089.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -38235.917969 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -38235.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37655.175781 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -37655.18 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37900.050781 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -37900.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38044.425781 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -38044.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38109.804688 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -38109.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38133.277344 Penalty: 588.701782
	Iteration 4F: 3 clusters Score -38133.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38151.625000 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -38151.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38173.253906 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -38173.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -38190.792969 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -38190.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -38196.953125 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -38196.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38204.480469 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -38204.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38209.222656 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -38209.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38219.042969 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -38219.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38227.765625 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -38227.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38230.367188 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -38230.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38235.117188 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -38235.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -38238.613281 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -38238.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -38241.960938 Penalty: 588.701782
	Iteration 16Q: 3 clusters Score -38241.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -38244.972656 Penalty: 588.701782
	Iteration 17Q: 3 clusters Score -38244.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38246.957031 Penalty: 588.701782
	Iteration 18Q: 3 clusters Score -38246.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38248.343750 Penalty: 588.701782
	Iteration 19Q: 3 clusters Score -38248.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38249.003906 Penalty: 588.701782
	Iteration 20F: 3 clusters Score -38249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 150 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 495 members 
Entering Unmasked Estep 
Score: -58207100.000000 Penalty: 52866.046875
Splitting cluster 54 changes total score from -58207432.000000 to -58207100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -19836.029297 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -19836.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19459.244141 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -19459.24 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19567.847656 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -19567.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19583.224609 Penalty: 529.897156
	Iteration 2Q: 3 clusters Score -19583.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19594.951172 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -19594.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19615.544922 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -19615.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19631.449219 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -19631.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19640.271484 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -19640.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19657.408203 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -19657.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19671.947266 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -19671.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19677.001953 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -19677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19680.365234 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -19680.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19681.296875 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -19681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19681.296875 Penalty: 529.897156
	Iteration 12F: 3 clusters Score -19681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 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 538 members 
Entering Unmasked Estep 
Score: -65251.675781 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65251.68 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65644.937500 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65644.94 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65819.914062 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65819.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65947.156250 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -65947.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66014.546875 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -66014.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66037.296875 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -66037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66047.804688 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -66047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66050.781250 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -66050.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66051.250000 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -66051.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66051.859375 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -66051.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66054.062500 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -66054.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66055.609375 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -66055.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66057.250000 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -66057.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66060.218750 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -66060.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66064.023438 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -66064.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66068.250000 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -66068.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66073.242188 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -66073.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66081.437500 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -66081.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66090.906250 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -66090.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66096.640625 Penalty: 638.837341
	Iteration 19Q: 3 clusters Score -66096.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66098.242188 Penalty: 638.837341
	Iteration 20F: 3 clusters Score -66098.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66098.734375 Penalty: 638.837341
	Iteration 21Q: 3 clusters Score -66098.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66099.257812 Penalty: 638.837341
	Iteration 22Q: 3 clusters Score -66099.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66099.554688 Penalty: 638.837341
	Iteration 23Q: 3 clusters Score -66099.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66099.968750 Penalty: 638.837341
	Iteration 24Q: 3 clusters Score -66099.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66100.804688 Penalty: 638.837341
	Iteration 25Q: 3 clusters Score -66100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66100.804688 Penalty: 638.837341
	Iteration 26F: 3 clusters Score -66100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -11096.854492 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -11096.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10816.112305 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -10816.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10877.519531 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -10877.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10902.817383 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -10902.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10922.590820 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -10922.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10939.913086 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -10939.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10964.292969 Penalty: 477.956909
	Iteration 5F: 3 clusters Score -10964.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10977.059570 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -10977.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10980.111328 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -10980.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10980.689453 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -10980.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10980.689453 Penalty: 477.956909
	Iteration 9F: 3 clusters Score -10980.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -14558.794922 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -14558.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14246.600586 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -14246.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14417.243164 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -14417.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14505.420898 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -14505.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14566.643555 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -14566.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14583.970703 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -14583.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14589.061523 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -14589.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14589.061523 Penalty: 505.671356
	Iteration 6F: 3 clusters Score -14589.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 97 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 162 members 
Entering Unmasked Estep 
Score: -58207048.000000 Penalty: 52866.046875
Splitting cluster 58 changes total score from -58207432.000000 to -58207048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23843.648438 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23843.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23412.562500 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -23412.56 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23532.117188 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -23532.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23581.101562 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23616.732422 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23616.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23632.878906 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23632.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23641.222656 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23641.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23647.855469 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23647.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23653.613281 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23653.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23662.242188 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23662.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23668.824219 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23668.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23677.365234 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23677.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23684.242188 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23684.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23687.558594 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23687.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23689.291016 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23689.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23689.675781 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -23689.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23690.890625 Penalty: 547.248108
	Iteration 15Q: 3 clusters Score -23690.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23690.890625 Penalty: 547.248108
	Iteration 16F: 3 clusters Score -23690.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4914.309082 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4914.309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4948.263672 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4948.264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4949.660156 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4949.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4956.083008 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4956.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4956.083008 Penalty: 406.397644
	Iteration 4F: 3 clusters Score -4956.083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19894.490234 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19894.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20015.140625 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -20015.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20106.429688 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20106.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20195.937500 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -20195.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20222.158203 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -20222.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20227.607422 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20227.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20235.574219 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20235.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20238.763672 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20238.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20240.201172 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20240.201172 Penalty: 527.164246
	Iteration 9F: 3 clusters Score -20240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11319.166016 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11319.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11039.330078 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -11039.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11147.721680 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11147.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11172.958984 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11172.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11184.863281 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11184.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11199.184570 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11199.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11201.144531 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11201.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11202.162109 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -11202.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11209.376953 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -11209.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11211.000000 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -11211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11212.243164 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -11212.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11212.243164 Penalty: 496.044495
	Iteration 10F: 3 clusters Score -11212.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12984.404297 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12688.970703 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12688.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12811.460938 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12811.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12855.331055 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12855.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12908.979492 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -12908.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12964.507812 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -12964.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12982.554688 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12982.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12985.039062 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12985.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12985.039062 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -12985.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 127 members 
Entering Unmasked Estep 
Score: -58207044.000000 Penalty: 52866.046875
Splitting cluster 63 changes total score from -58207432.000000 to -58207044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -12299.110352 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -12299.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11958.038086 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -11958.04 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12163.807617 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -12163.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12235.754883 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -12235.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12287.150391 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -12287.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12309.025391 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -12309.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12326.995117 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -12327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12333.084961 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -12333.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12337.537109 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -12337.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12338.870117 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -12338.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12338.870117 Penalty: 526.607666
	Iteration 9F: 3 clusters Score -12338.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 198 members 
Entering Unmasked Estep 
Score: -58207096.000000 Penalty: 52866.046875
Splitting cluster 64 changes total score from -58207432.000000 to -58207096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -15295.857422 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -15295.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15000.722656 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -15000.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15083.314453 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -15083.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15109.622070 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -15109.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15129.019531 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -15129.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15146.117188 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -15146.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15156.416992 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -15156.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15163.449219 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -15163.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15166.455078 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -15166.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15171.845703 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -15171.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15177.193359 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -15177.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15179.646484 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -15179.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15182.908203 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -15182.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15185.989258 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -15185.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15190.234375 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -15190.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15193.073242 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -15193.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15193.073242 Penalty: 502.452942
	Iteration 15F: 3 clusters Score -15193.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11335.854492 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11335.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11045.062500 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11045.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11180.500000 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11180.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11229.901367 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11229.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11244.670898 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -11244.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11250.533203 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -11250.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11258.992188 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11258.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11264.336914 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11264.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11265.066406 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -11265.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11265.066406 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -11265.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16213.569336 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16213.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15882.654297 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15882.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15991.607422 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -15991.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16060.751953 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16060.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16090.051758 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16090.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16106.851562 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16106.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16115.350586 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16115.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16126.118164 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16126.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16132.162109 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16132.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16137.282227 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16137.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16138.916992 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16138.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16138.916992 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -16138.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4551.798828 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4551.799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4370.261719 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4370.262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4414.076660 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4414.077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4432.002930 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4432.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4441.930176 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4441.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4495.994141 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4495.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4500.078613 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4500.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4510.767578 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -4510.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4539.612793 Penalty: 408.465912
	Iteration 7Q: 3 clusters Score -4539.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4550.070801 Penalty: 408.465912
	Iteration 8Q: 3 clusters Score -4550.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4562.551758 Penalty: 408.465912
	Iteration 9Q: 3 clusters Score -4562.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4562.551758 Penalty: 408.465912
	Iteration 10F: 3 clusters Score -4562.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 47 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 42 members 
Entering Unmasked Estep 
Score: -58206984.000000 Penalty: 52866.046875
Splitting cluster 68 changes total score from -58207432.000000 to -58206984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2963.015137 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2963.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2832.549805 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2832.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2858.068115 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2858.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2871.745117 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2871.745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2871.745117 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2871.745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -17424.533203 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -17424.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17099.027344 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -17099.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17392.783203 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -17392.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17460.208984 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -17460.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17501.646484 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -17501.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -17522.652344 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -17522.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -17531.486328 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -17531.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -17548.140625 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -17548.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -17552.880859 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -17552.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -17557.083984 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -17557.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -17558.576172 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -17558.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -17562.710938 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -17562.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -17562.710938 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -17562.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 235 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 36 members 
Entering Unmasked Estep 
Score: -58207132.000000 Penalty: 52866.046875
Splitting cluster 70 changes total score from -58207432.000000 to -58207132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -3550.729736 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -3550.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3400.918701 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -3400.919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3501.323975 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -3501.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3507.027832 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -3507.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3508.785889 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -3508.786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3514.472412 Penalty: 374.089508
	Iteration 4Q: 3 clusters Score -3514.472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3514.472412 Penalty: 374.089508
	Iteration 5F: 3 clusters Score -3514.472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4582.056152 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4582.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4424.482422 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -4424.482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4513.729492 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -4513.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4527.027832 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -4527.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4529.714355 Penalty: 394.096741
	Iteration 3Q: 3 clusters Score -4529.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4531.763184 Penalty: 394.096741
	Iteration 4Q: 3 clusters Score -4531.763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4531.763184 Penalty: 394.096741
	Iteration 5F: 3 clusters Score -4531.763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11585.624023 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11585.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11281.333984 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11281.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11375.999023 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11418.872070 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11418.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11445.912109 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -11445.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11460.230469 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11460.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11468.235352 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11468.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11471.370117 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -11471.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11475.542969 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -11475.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11476.420898 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -11476.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11476.420898 Penalty: 498.738159
	Iteration 9F: 3 clusters Score -11476.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5888.758789 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5888.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5679.352051 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5679.352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5738.970703 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5738.971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5754.208984 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5754.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -15770.861328 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -15770.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15425.800781 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -15425.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15517.527344 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -15517.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15553.980469 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -15553.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15591.614258 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -15591.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15601.300781 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -15601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15603.591797 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -15603.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15608.386719 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -15608.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15610.174805 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -15610.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15611.032227 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -15611.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15611.573242 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -15611.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15614.063477 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -15614.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15622.635742 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -15622.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15626.081055 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -15626.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15629.297852 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -15629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15631.864258 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -15631.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15632.757812 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -15632.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15633.704102 Penalty: 514.695251
	Iteration 16Q: 3 clusters Score -15633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15634.865234 Penalty: 514.695251
	Iteration 17Q: 3 clusters Score -15634.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15634.865234 Penalty: 514.695251
	Iteration 18F: 3 clusters Score -15634.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -19652.347656 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -19652.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19269.769531 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -19269.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19411.824219 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -19411.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19489.486328 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -19489.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19527.517578 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -19527.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19556.787109 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -19556.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19564.371094 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -19564.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19570.343750 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -19570.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19570.343750 Penalty: 530.701294
	Iteration 7F: 3 clusters Score -19570.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7414.374512 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7414.375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7176.030273 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7176.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7244.389160 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7244.389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7274.500977 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7274.501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7302.192871 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -7302.193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7313.150391 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7313.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7330.059082 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7330.059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7341.305176 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7341.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7341.305176 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -7341.305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -6432.537598 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -6432.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6222.598633 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6222.599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6331.579590 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6331.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6386.321777 Penalty: 452.253021
	Iteration 2F: 3 clusters Score -6386.322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6411.838379 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6411.838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6425.768555 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6425.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6429.422363 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6429.422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6443.519531 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6443.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6465.262207 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -6465.262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6467.024902 Penalty: 452.253021
	Iteration 8Q: 3 clusters Score -6467.025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6467.024902 Penalty: 452.253021
	Iteration 9F: 3 clusters Score -6467.025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 72 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 72 members 
Entering Unmasked Estep 
Score: -58207032.000000 Penalty: 52866.046875
Splitting cluster 78 changes total score from -58207432.000000 to -58207032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -8070.660156 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -8070.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7820.751953 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7820.752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7888.393066 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7888.393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7935.177246 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7935.177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7958.150391 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -7958.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7962.341309 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7962.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7967.104004 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7967.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7969.309082 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -7969.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7972.213867 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -7972.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7972.213867 Penalty: 460.696136
	Iteration 8F: 3 clusters Score -7972.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7385.821289 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7385.821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7160.290039 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -7160.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7203.369141 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7203.369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7235.284180 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7235.284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7256.620605 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -7256.621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7326.452637 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -7326.453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7345.882324 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -7345.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7354.555664 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -7354.556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7359.918457 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -7359.918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7360.542969 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -7360.543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7360.542969 Penalty: 437.165894
	Iteration 9F: 3 clusters Score -7360.543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13833.895508 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13534.626953 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13534.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13638.585938 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13638.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13668.861328 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13668.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13676.768555 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -13676.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13684.347656 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13684.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13689.594727 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13689.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13692.857422 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13692.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13694.175781 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -13694.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13694.977539 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -13694.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13695.282227 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -13695.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13696.116211 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -13696.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13698.819336 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -13698.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13700.544922 Penalty: 496.044495
	Iteration 12Q: 3 clusters Score -13700.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13700.544922 Penalty: 496.044495
	Iteration 13F: 3 clusters Score -13700.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19472.904297 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19472.9 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 150 members 
Entering Unmasked Estep 
Score: -19104.779297 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -19104.78 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19172.173828 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -19172.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19204.109375 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -19204.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19227.095703 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -19227.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19248.873047 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -19248.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19271.289062 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -19271.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19293.191406 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -19293.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19305.619141 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -19305.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19313.207031 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -19313.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19317.167969 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -19317.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19318.921875 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -19318.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19318.921875 Penalty: 518.435486
	Iteration 11F: 3 clusters Score -19318.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -57701.996094 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -57702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56922.582031 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -56922.58 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -57148.425781 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -57148.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57227.218750 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -57227.22 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57280.691406 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -57280.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -57320.136719 Penalty: 621.903931
	Iteration 4F: 3 clusters Score -57320.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57354.484375 Penalty: 621.903931
	Iteration 5Q: 3 clusters Score -57354.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57377.941406 Penalty: 621.903931
	Iteration 6Q: 3 clusters Score -57377.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -57399.105469 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -57399.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57414.609375 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -57414.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -57424.238281 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -57424.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -57430.218750 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -57430.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57434.960938 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -57434.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57440.558594 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -57440.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -57447.281250 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -57447.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -57456.929688 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -57456.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -57464.914062 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -57464.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -57474.699219 Penalty: 621.903931
	Iteration 16Q: 3 clusters Score -57474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57481.906250 Penalty: 621.903931
	Iteration 17Q: 3 clusters Score -57481.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57486.882812 Penalty: 621.903931
	Iteration 18Q: 3 clusters Score -57486.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -57494.105469 Penalty: 621.903931
	Iteration 19Q: 3 clusters Score -57494.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -57497.355469 Penalty: 621.903931
	Iteration 20F: 3 clusters Score -57497.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -57499.324219 Penalty: 621.903931
	Iteration 21Q: 3 clusters Score -57499.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -57502.722656 Penalty: 621.903931
	Iteration 22Q: 3 clusters Score -57502.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -57504.839844 Penalty: 621.903931
	Iteration 23Q: 3 clusters Score -57504.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -57507.843750 Penalty: 621.903931
	Iteration 24Q: 3 clusters Score -57507.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -57511.175781 Penalty: 621.903931
	Iteration 25Q: 3 clusters Score -57511.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -57514.875000 Penalty: 621.903931
	Iteration 26Q: 3 clusters Score -57514.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -57522.796875 Penalty: 621.903931
	Iteration 27Q: 3 clusters Score -57522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -57529.984375 Penalty: 621.903931
	Iteration 28Q: 3 clusters Score -57529.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -57531.441406 Penalty: 621.903931
	Iteration 29Q: 3 clusters Score -57531.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -57533.738281 Penalty: 621.903931
	Iteration 30Q: 3 clusters Score -57533.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -57535.500000 Penalty: 621.903931
	Iteration 31Q: 3 clusters Score -57535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -57536.828125 Penalty: 621.903931
	Iteration 32Q: 3 clusters Score -57536.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -57538.453125 Penalty: 621.903931
	Iteration 33Q: 3 clusters Score -57538.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -57538.910156 Penalty: 621.903931
	Iteration 34Q: 3 clusters Score -57538.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -57538.910156 Penalty: 621.903931
	Iteration 35F: 3 clusters Score -57538.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111061 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 62480 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128169 members 
Mstep: Class 17 contains 127115 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207392.000000 Penalty: 52236.687500
Iteration 359Q: 84 clusters Score -5.820739e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96499 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111057 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 62488 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128160 members 
Mstep: Class 17 contains 127119 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12704 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207388.000000 Penalty: 52236.687500
Iteration 360F: 84 clusters Score -5.820739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33166 members 
Mstep: Class 3 contains 96498 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111055 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62491 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128151 members 
Mstep: Class 17 contains 127124 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12702 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207352.000000 Penalty: 52236.687500
Iteration 361Q: 84 clusters Score -5.820735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111054 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62496 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128148 members 
Mstep: Class 17 contains 127128 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12701 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207364.000000 Penalty: 52236.687500
Iteration 362Q: 84 clusters Score -5.820736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96488 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111054 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62505 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128149 members 
Mstep: Class 17 contains 127126 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12700 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207352.000000 Penalty: 52236.687500
Iteration 363Q: 84 clusters Score -5.820735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96484 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111053 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62516 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128149 members 
Mstep: Class 17 contains 127121 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12699 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207360.000000 Penalty: 52236.687500
Iteration 364Q: 84 clusters Score -5.820736e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33164 members 
Mstep: Class 3 contains 96480 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111060 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 62531 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128146 members 
Mstep: Class 17 contains 127111 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207308.000000 Penalty: 52236.687500
Iteration 365Q: 84 clusters Score -5.820731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96482 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111059 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62543 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128135 members 
Mstep: Class 17 contains 127109 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15363 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12699 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207296.000000 Penalty: 52236.687500
Iteration 366Q: 84 clusters Score -5.82073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96489 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111058 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62549 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128124 members 
Mstep: Class 17 contains 127112 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15359 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207296.000000 Penalty: 52236.687500
Iteration 367Q: 84 clusters Score -5.82073e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96487 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111060 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62569 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128117 members 
Mstep: Class 17 contains 127105 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15354 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12697 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207292.000000 Penalty: 52236.687500
Iteration 368Q: 84 clusters Score -5.820729e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96487 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111070 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62587 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128102 members 
Mstep: Class 17 contains 127098 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15349 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12696 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207300.000000 Penalty: 52236.687500
Iteration 369Q: 84 clusters Score -5.82073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33165 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111079 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62595 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128092 members 
Mstep: Class 17 contains 127084 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15351 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12696 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207260.000000 Penalty: 52236.687500
Iteration 370Q: 84 clusters Score -5.820726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33164 members 
Mstep: Class 3 contains 96493 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111086 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62607 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128084 members 
Mstep: Class 17 contains 127068 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15355 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12695 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14690 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207300.000000 Penalty: 52236.687500
Iteration 371Q: 84 clusters Score -5.82073e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 33159 members 
Mstep: Class 3 contains 96497 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111092 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62623 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128072 members 
Mstep: Class 17 contains 127057 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15359 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12695 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207308.000000 Penalty: 52236.687500
Iteration 372Q: 84 clusters Score -5.820731e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 33156 members 
Mstep: Class 3 contains 96499 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111095 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62630 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128061 members 
Mstep: Class 17 contains 127054 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 1208 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12696 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207296.000000 Penalty: 52236.687500
Iteration 373Q: 84 clusters Score -5.82073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33156 members 
Mstep: Class 3 contains 96493 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111099 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62650 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128047 members 
Mstep: Class 17 contains 127045 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15366 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12697 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207300.000000 Penalty: 52236.687500
Iteration 374Q: 84 clusters Score -5.82073e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33156 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111105 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62660 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128039 members 
Mstep: Class 17 contains 127041 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207308.000000 Penalty: 52236.687500
Iteration 375Q: 84 clusters Score -5.820731e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33154 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111108 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62670 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128030 members 
Mstep: Class 17 contains 127034 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15366 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12699 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207248.000000 Penalty: 52236.687500
Iteration 376Q: 84 clusters Score -5.820725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33152 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111105 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62679 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128027 members 
Mstep: Class 17 contains 127032 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207260.000000 Penalty: 52236.687500
Iteration 377Q: 84 clusters Score -5.820726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111102 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62692 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128023 members 
Mstep: Class 17 contains 127029 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207220.000000 Penalty: 52236.687500
Iteration 378Q: 84 clusters Score -5.820722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33149 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111094 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62702 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128018 members 
Mstep: Class 17 contains 127029 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1208 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12699 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207240.000000 Penalty: 52236.687500
Iteration 379Q: 84 clusters Score -5.820724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33149 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111090 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62715 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128018 members 
Mstep: Class 17 contains 127024 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207192.000000 Penalty: 52236.687500
Iteration 380F: 84 clusters Score -5.820719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33151 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111086 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62730 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128014 members 
Mstep: Class 17 contains 127020 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12698 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14689 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207180.000000 Penalty: 52236.687500
Iteration 381Q: 84 clusters Score -5.820718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33152 members 
Mstep: Class 3 contains 96489 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111083 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62741 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 127018 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12696 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14690 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207184.000000 Penalty: 52236.687500
Iteration 382Q: 84 clusters Score -5.820718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96491 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111067 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62759 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128010 members 
Mstep: Class 17 contains 127018 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12694 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207192.000000 Penalty: 52236.687500
Iteration 383Q: 84 clusters Score -5.820719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111052 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62767 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128013 members 
Mstep: Class 17 contains 127018 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12693 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207208.000000 Penalty: 52236.687500
Iteration 384Q: 84 clusters Score -5.820721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111044 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62782 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 127016 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12691 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207212.000000 Penalty: 52236.687500
Iteration 385Q: 84 clusters Score -5.820721e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111035 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62800 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 127005 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12691 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207232.000000 Penalty: 52236.687500
Iteration 386Q: 84 clusters Score -5.820723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33149 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111026 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128005 members 
Mstep: Class 17 contains 127000 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12694 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207216.000000 Penalty: 52236.687500
Iteration 387Q: 84 clusters Score -5.820722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33148 members 
Mstep: Class 3 contains 96498 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111021 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62826 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128003 members 
Mstep: Class 17 contains 126995 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15371 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12691 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207240.000000 Penalty: 52236.687500
Iteration 388Q: 84 clusters Score -5.820724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33149 members 
Mstep: Class 3 contains 96499 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111020 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62839 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128000 members 
Mstep: Class 17 contains 126989 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15371 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12686 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207244.000000 Penalty: 52236.687500
Iteration 389Q: 84 clusters Score -5.820724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111023 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62847 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128000 members 
Mstep: Class 17 contains 126983 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12683 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207212.000000 Penalty: 52236.687500
Iteration 390Q: 84 clusters Score -5.820721e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111029 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62845 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128004 members 
Mstep: Class 17 contains 126976 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15375 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207228.000000 Penalty: 52236.687500
Iteration 391Q: 84 clusters Score -5.820723e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96491 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111025 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62847 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128012 members 
Mstep: Class 17 contains 126971 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15379 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12677 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207224.000000 Penalty: 52236.687500
Iteration 392Q: 84 clusters Score -5.820722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 96491 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111013 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62857 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128017 members 
Mstep: Class 17 contains 126960 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15386 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207280.000000 Penalty: 52236.687500
Iteration 393Q: 84 clusters Score -5.820728e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33149 members 
Mstep: Class 3 contains 96491 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 111002 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62875 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128019 members 
Mstep: Class 17 contains 126946 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15395 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12676 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207276.000000 Penalty: 52236.687500
Iteration 394Q: 84 clusters Score -5.820728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33147 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110986 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62880 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128023 members 
Mstep: Class 17 contains 126948 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15399 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12676 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207284.000000 Penalty: 52236.687500
Iteration 395Q: 84 clusters Score -5.820728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33147 members 
Mstep: Class 3 contains 96489 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110966 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 62901 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128028 members 
Mstep: Class 17 contains 126948 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12681 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207320.000000 Penalty: 52236.687500
Iteration 396Q: 84 clusters Score -5.820732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 33146 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110948 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128025 members 
Mstep: Class 17 contains 126944 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15396 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6048 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207324.000000 Penalty: 52236.687500
Iteration 397Q: 84 clusters Score -5.820732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33144 members 
Mstep: Class 3 contains 96488 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110944 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62940 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128014 members 
Mstep: Class 17 contains 126942 members 
Mstep: Class 18 contains 123874 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12683 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207324.000000 Penalty: 52236.687500
Iteration 398Q: 84 clusters Score -5.820732e+07 nChanged 67
Entering ConstructFrom: 
Score: -58207324.000000 Penalty: 52236.687500
Entering ConstructFrom: 
Trying to split cluster 1 (159364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Entering Unmasked Estep 
Score: -9523978.000000 Penalty: 545.042053
	Iteration 0F: 2 clusters Score -9523978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9418993.000000 Penalty: 1090.084106
	Iteration 0F: 3 clusters Score -9418993 nChanged 78193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -9467092.000000 Penalty: 1090.084106
	Iteration 1F: 3 clusters Score -9467092 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -9469687.000000 Penalty: 1090.084106
	Iteration 2Q: 3 clusters Score -9469687 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 1090.084106
	Iteration 3Q: 3 clusters Score -9473256 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -9478604.000000 Penalty: 1090.084106
	Iteration 4F: 3 clusters Score -9478604 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -9485826.000000 Penalty: 1090.084106
	Iteration 5F: 3 clusters Score -9485826 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110788 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -9494428.000000 Penalty: 1090.084106
	Iteration 6F: 3 clusters Score -9494428 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -9502630.000000 Penalty: 1090.084106
	Iteration 7F: 3 clusters Score -9502630 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -9508267.000000 Penalty: 1090.084106
	Iteration 8Q: 3 clusters Score -9508267 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129157 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136226 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 146181 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9522697 nChanged 889
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Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9523091 nChanged 584
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Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 157385 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9523773 nChanged 9
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9523777 nChanged 4
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	Iteration 61Q: 3 clusters Score -9523778 nChanged 8
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9523775 nChanged 9
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	Iteration 64Q: 3 clusters Score -9523782 nChanged 7
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	Iteration 65Q: 3 clusters Score -9523787 nChanged 12
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9523802 nChanged 14
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9523819 nChanged 11
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9523816 nChanged 12
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	Iteration 78Q: 3 clusters Score -9523813 nChanged 14
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	Iteration 79Q: 3 clusters Score -9523807 nChanged 8
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	Iteration 80F: 3 clusters Score -9523815 nChanged 5
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	Iteration 81Q: 3 clusters Score -9523812 nChanged 6
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	Iteration 83Q: 3 clusters Score -9523814 nChanged 12
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	Iteration 95Q: 3 clusters Score -9523835 nChanged 6
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	Iteration 96Q: 3 clusters Score -9523830 nChanged 4
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	Iteration 100F: 3 clusters Score -9523833 nChanged 6
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Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9523830.000000 Penalty: 1090.084106
	Iteration 103Q: 3 clusters Score -9523830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9523828.000000 Penalty: 1090.084106
	Iteration 104Q: 3 clusters Score -9523828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9523831.000000 Penalty: 1090.084106
	Iteration 105Q: 3 clusters Score -9523831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9523832.000000 Penalty: 1090.084106
	Iteration 106Q: 3 clusters Score -9523832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9523831.000000 Penalty: 1090.084106
	Iteration 107Q: 3 clusters Score -9523831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9523831.000000 Penalty: 1090.084106
	Iteration 108F: 3 clusters Score -9523831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Entering Unmasked Estep 
Score: -1994411.375000 Penalty: 473.590698
	Iteration 0F: 2 clusters Score -1994411 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 16768 members 
Entering Unmasked Estep 
Score: -1972125.500000 Penalty: 947.181396
	Iteration 0F: 3 clusters Score -1972126 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1982769.625000 Penalty: 947.181396
	Iteration 1F: 3 clusters Score -1982770 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -1984362.875000 Penalty: 947.181396
	Iteration 2F: 3 clusters Score -1984363 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -1986891.750000 Penalty: 947.181396
	Iteration 3F: 3 clusters Score -1986892 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -1989940.750000 Penalty: 947.181396
	Iteration 4F: 3 clusters Score -1989941 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -1992463.875000 Penalty: 947.181396
	Iteration 5F: 3 clusters Score -1992464 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -1993584.125000 Penalty: 947.181396
	Iteration 6Q: 3 clusters Score -1993584 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -1993878.000000 Penalty: 947.181396
	Iteration 7Q: 3 clusters Score -1993878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -1993955.875000 Penalty: 947.181396
	Iteration 8Q: 3 clusters Score -1993956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1993970.000000 Penalty: 947.181396
	Iteration 9Q: 3 clusters Score -1993970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -1993980.625000 Penalty: 947.181396
	Iteration 10Q: 3 clusters Score -1993981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -1993995.500000 Penalty: 947.181396
	Iteration 11Q: 3 clusters Score -1993996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -1994004.000000 Penalty: 947.181396
	Iteration 12Q: 3 clusters Score -1994004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -1994007.750000 Penalty: 947.181396
	Iteration 13Q: 3 clusters Score -1994008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -1994009.750000 Penalty: 947.181396
	Iteration 14Q: 3 clusters Score -1994010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -1994009.125000 Penalty: 947.181396
	Iteration 15Q: 3 clusters Score -1994009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -1994009.375000 Penalty: 947.181396
	Iteration 16Q: 3 clusters Score -1994009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -1994009.375000 Penalty: 947.181396
	Iteration 17F: 3 clusters Score -1994009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Entering Unmasked Estep 
Score: -5790460.000000 Penalty: 522.212341
	Iteration 0F: 2 clusters Score -5790460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -5725550.000000 Penalty: 1044.424683
	Iteration 0F: 3 clusters Score -5725550 nChanged 46971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5756450.000000 Penalty: 1044.424683
	Iteration 1F: 3 clusters Score -5756450 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5760340.500000 Penalty: 1044.424683
	Iteration 2F: 3 clusters Score -5760340 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5766530.500000 Penalty: 1044.424683
	Iteration 3F: 3 clusters Score -5766530 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5774272.500000 Penalty: 1044.424683
	Iteration 4F: 3 clusters Score -5774272 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -5781079.000000 Penalty: 1044.424683
	Iteration 5F: 3 clusters Score -5781079 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5785336.000000 Penalty: 1044.424683
	Iteration 6Q: 3 clusters Score -5785336 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5787606.500000 Penalty: 1044.424683
	Iteration 7Q: 3 clusters Score -5787606 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5788743.000000 Penalty: 1044.424683
	Iteration 8Q: 3 clusters Score -5788743 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5789335.500000 Penalty: 1044.424683
	Iteration 9Q: 3 clusters Score -5789336 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5789600.500000 Penalty: 1044.424683
	Iteration 10Q: 3 clusters Score -5789600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5789744.500000 Penalty: 1044.424683
	Iteration 11Q: 3 clusters Score -5789744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5789853.000000 Penalty: 1044.424683
	Iteration 12Q: 3 clusters Score -5789853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5789915.000000 Penalty: 1044.424683
	Iteration 13Q: 3 clusters Score -5789915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5789956.500000 Penalty: 1044.424683
	Iteration 14Q: 3 clusters Score -5789956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5789987.500000 Penalty: 1044.424683
	Iteration 15Q: 3 clusters Score -5789988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5789993.500000 Penalty: 1044.424683
	Iteration 16Q: 3 clusters Score -5789994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5789999.000000 Penalty: 1044.424683
	Iteration 17Q: 3 clusters Score -5789999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5790001.500000 Penalty: 1044.424683
	Iteration 18Q: 3 clusters Score -5790002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5790010.000000 Penalty: 1044.424683
	Iteration 19Q: 3 clusters Score -5790010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5790010.000000 Penalty: 1044.424683
	Iteration 20F: 3 clusters Score -5790010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -192307.250000 Penalty: 368.155090
	Iteration 0F: 2 clusters Score -192307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -190091.656250 Penalty: 736.310181
	Iteration 0F: 3 clusters Score -190091.7 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -190866.421875 Penalty: 736.310181
	Iteration 1F: 3 clusters Score -190866.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -191055.421875 Penalty: 736.310181
	Iteration 2F: 3 clusters Score -191055.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191269.656250 Penalty: 736.310181
	Iteration 3F: 3 clusters Score -191269.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -191500.250000 Penalty: 736.310181
	Iteration 4F: 3 clusters Score -191500.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -191699.921875 Penalty: 736.310181
	Iteration 5F: 3 clusters Score -191699.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -191827.875000 Penalty: 736.310181
	Iteration 6Q: 3 clusters Score -191827.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -191915.578125 Penalty: 736.310181
	Iteration 7Q: 3 clusters Score -191915.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -191950.812500 Penalty: 736.310181
	Iteration 8Q: 3 clusters Score -191950.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -191962.828125 Penalty: 736.310181
	Iteration 9Q: 3 clusters Score -191962.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -191981.234375 Penalty: 736.310181
	Iteration 10Q: 3 clusters Score -191981.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -192000.015625 Penalty: 736.310181
	Iteration 11Q: 3 clusters Score -192000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -192009.109375 Penalty: 736.310181
	Iteration 12Q: 3 clusters Score -192009.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -192013.031250 Penalty: 736.310181
	Iteration 13Q: 3 clusters Score -192013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -192018.359375 Penalty: 736.310181
	Iteration 14Q: 3 clusters Score -192018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -192026.234375 Penalty: 736.310181
	Iteration 15Q: 3 clusters Score -192026.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -192047.093750 Penalty: 736.310181
	Iteration 16Q: 3 clusters Score -192047.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -192067.937500 Penalty: 736.310181
	Iteration 17Q: 3 clusters Score -192067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -192077.000000 Penalty: 736.310181
	Iteration 18Q: 3 clusters Score -192077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -192080.406250 Penalty: 736.310181
	Iteration 19Q: 3 clusters Score -192080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -192082.687500 Penalty: 736.310181
	Iteration 20F: 3 clusters Score -192082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -192083.453125 Penalty: 736.310181
	Iteration 21Q: 3 clusters Score -192083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -192084.531250 Penalty: 736.310181
	Iteration 22Q: 3 clusters Score -192084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -192085.500000 Penalty: 736.310181
	Iteration 23Q: 3 clusters Score -192085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -192088.078125 Penalty: 736.310181
	Iteration 24Q: 3 clusters Score -192088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -192090.062500 Penalty: 736.310181
	Iteration 25Q: 3 clusters Score -192090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -192090.203125 Penalty: 736.310181
	Iteration 26Q: 3 clusters Score -192090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -192090.531250 Penalty: 736.310181
	Iteration 27Q: 3 clusters Score -192090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -192090.531250 Penalty: 736.310181
	Iteration 28F: 3 clusters Score -192090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Entering Unmasked Estep 
Score: -4374540.000000 Penalty: 509.455139
	Iteration 0F: 2 clusters Score -4374540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4325344.000000 Penalty: 1018.910278
	Iteration 0F: 3 clusters Score -4325344 nChanged 35596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4346716.500000 Penalty: 1018.910278
	Iteration 1F: 3 clusters Score -4346716 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4347810.000000 Penalty: 1018.910278
	Iteration 2Q: 3 clusters Score -4347810 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4349609.500000 Penalty: 1018.910278
	Iteration 3F: 3 clusters Score -4349610 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4352469.500000 Penalty: 1018.910278
	Iteration 4F: 3 clusters Score -4352470 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4356368.000000 Penalty: 1018.910278
	Iteration 5F: 3 clusters Score -4356368 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4360049.500000 Penalty: 1018.910278
	Iteration 6F: 3 clusters Score -4360050 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4361969.000000 Penalty: 1018.910278
	Iteration 7Q: 3 clusters Score -4361969 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4362729.500000 Penalty: 1018.910278
	Iteration 8Q: 3 clusters Score -4362730 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4363259.000000 Penalty: 1018.910278
	Iteration 9Q: 3 clusters Score -4363259 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4363776.000000 Penalty: 1018.910278
	Iteration 10Q: 3 clusters Score -4363776 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4364320.500000 Penalty: 1018.910278
	Iteration 11Q: 3 clusters Score -4364320 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4365000.000000 Penalty: 1018.910278
	Iteration 12Q: 3 clusters Score -4365000 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4365662.500000 Penalty: 1018.910278
	Iteration 13Q: 3 clusters Score -4365662 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4366353.000000 Penalty: 1018.910278
	Iteration 14Q: 3 clusters Score -4366353 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4367160.000000 Penalty: 1018.910278
	Iteration 15Q: 3 clusters Score -4367160 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4368003.000000 Penalty: 1018.910278
	Iteration 16Q: 3 clusters Score -4368003 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4368850.500000 Penalty: 1018.910278
	Iteration 17Q: 3 clusters Score -4368850 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4369711.500000 Penalty: 1018.910278
	Iteration 18Q: 3 clusters Score -4369712 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4370527.000000 Penalty: 1018.910278
	Iteration 19Q: 3 clusters Score -4370527 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4371194.000000 Penalty: 1018.910278
	Iteration 20F: 3 clusters Score -4371194 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4371807.500000 Penalty: 1018.910278
	Iteration 21Q: 3 clusters Score -4371808 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4372314.500000 Penalty: 1018.910278
	Iteration 22Q: 3 clusters Score -4372314 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4372771.500000 Penalty: 1018.910278
	Iteration 23Q: 3 clusters Score -4372772 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4373134.500000 Penalty: 1018.910278
	Iteration 24Q: 3 clusters Score -4373134 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4373432.500000 Penalty: 1018.910278
	Iteration 25Q: 3 clusters Score -4373432 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4373647.500000 Penalty: 1018.910278
	Iteration 26Q: 3 clusters Score -4373648 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4373826.000000 Penalty: 1018.910278
	Iteration 27Q: 3 clusters Score -4373826 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4373927.500000 Penalty: 1018.910278
	Iteration 28Q: 3 clusters Score -4373928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4373980.500000 Penalty: 1018.910278
	Iteration 29Q: 3 clusters Score -4373980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4374011.000000 Penalty: 1018.910278
	Iteration 30Q: 3 clusters Score -4374011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4374026.000000 Penalty: 1018.910278
	Iteration 31Q: 3 clusters Score -4374026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4374046.500000 Penalty: 1018.910278
	Iteration 32Q: 3 clusters Score -4374046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4374054.500000 Penalty: 1018.910278
	Iteration 33Q: 3 clusters Score -4374054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4374060.000000 Penalty: 1018.910278
	Iteration 34Q: 3 clusters Score -4374060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4374063.000000 Penalty: 1018.910278
	Iteration 35Q: 3 clusters Score -4374063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4374070.000000 Penalty: 1018.910278
	Iteration 36Q: 3 clusters Score -4374070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4374071.500000 Penalty: 1018.910278
	Iteration 37Q: 3 clusters Score -4374072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4374073.500000 Penalty: 1018.910278
	Iteration 38Q: 3 clusters Score -4374074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4374073.000000 Penalty: 1018.910278
	Iteration 39Q: 3 clusters Score -4374073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4374074.000000 Penalty: 1018.910278
	Iteration 40F: 3 clusters Score -4374074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4374078.500000 Penalty: 1018.910278
	Iteration 41Q: 3 clusters Score -4374078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4374079.500000 Penalty: 1018.910278
	Iteration 42Q: 3 clusters Score -4374080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4374079.000000 Penalty: 1018.910278
	Iteration 43Q: 3 clusters Score -4374079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4374079.000000 Penalty: 1018.910278
	Iteration 44F: 3 clusters Score -4374079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -7385.241211 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -7385.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7041.458496 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -7041.458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7221.630371 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -7221.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7274.748047 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -7274.748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7296.948242 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -7296.948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7326.139648 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -7326.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7353.330078 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -7353.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7377.548828 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -7377.549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7400.802246 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -7400.802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7406.542969 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -7406.543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7413.374023 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -7413.374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7414.537109 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -7414.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7415.498535 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -7415.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7416.503906 Penalty: 536.390686
	Iteration 12Q: 3 clusters Score -7416.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7419.920410 Penalty: 536.390686
	Iteration 13Q: 3 clusters Score -7419.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7420.839844 Penalty: 536.390686
	Iteration 14Q: 3 clusters Score -7420.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7420.839844 Penalty: 536.390686
	Iteration 15F: 3 clusters Score -7420.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 114 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 249 members 
Entering Unmasked Estep 
Score: -58207072.000000 Penalty: 52866.046875
Splitting cluster 6 changes total score from -58207324.000000 to -58207072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -23293.132812 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -23293.13 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 185 members 
Entering Unmasked Estep 
Score: -22928.843750 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -22928.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23026.183594 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -23026.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23089.193359 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -23089.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23158.175781 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -23158.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23282.431641 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -23282.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23321.986328 Penalty: 532.288574
	Iteration 5F: 3 clusters Score -23321.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23348.181641 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -23348.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23362.648438 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -23362.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23370.964844 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -23370.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23372.835938 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -23372.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23372.835938 Penalty: 532.288574
	Iteration 10F: 3 clusters Score -23372.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 63 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 284 members 
Entering Unmasked Estep 
Score: -58207052.000000 Penalty: 52866.046875
Splitting cluster 7 changes total score from -58207324.000000 to -58207052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (110943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Entering Unmasked Estep 
Score: -6662328.500000 Penalty: 528.563110
	Iteration 0F: 2 clusters Score -6662328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -6589138.000000 Penalty: 1057.126221
	Iteration 0F: 3 clusters Score -6589138 nChanged 54439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -6623546.500000 Penalty: 1057.126221
	Iteration 1F: 3 clusters Score -6623546 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -6626134.500000 Penalty: 1057.126221
	Iteration 2F: 3 clusters Score -6626134 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -6630403.000000 Penalty: 1057.126221
	Iteration 3F: 3 clusters Score -6630403 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -6636979.500000 Penalty: 1057.126221
	Iteration 4F: 3 clusters Score -6636980 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -6644783.000000 Penalty: 1057.126221
	Iteration 5F: 3 clusters Score -6644783 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -6651642.500000 Penalty: 1057.126221
	Iteration 6F: 3 clusters Score -6651642 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -6656648.500000 Penalty: 1057.126221
	Iteration 7F: 3 clusters Score -6656648 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -6659582.000000 Penalty: 1057.126221
	Iteration 8Q: 3 clusters Score -6659582 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 109426 members 
Entering Unmasked Estep 
Score: -6661014.500000 Penalty: 1057.126221
	Iteration 9Q: 3 clusters Score -6661014 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -6661566.500000 Penalty: 1057.126221
	Iteration 10Q: 3 clusters Score -6661566 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -6661797.000000 Penalty: 1057.126221
	Iteration 11Q: 3 clusters Score -6661797 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -6661886.000000 Penalty: 1057.126221
	Iteration 12Q: 3 clusters Score -6661886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -6661917.000000 Penalty: 1057.126221
	Iteration 13Q: 3 clusters Score -6661917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -6661919.000000 Penalty: 1057.126221
	Iteration 14Q: 3 clusters Score -6661919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -6661931.000000 Penalty: 1057.126221
	Iteration 15Q: 3 clusters Score -6661931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -6661934.500000 Penalty: 1057.126221
	Iteration 16Q: 3 clusters Score -6661934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -6661935.000000 Penalty: 1057.126221
	Iteration 17Q: 3 clusters Score -6661935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -6661933.500000 Penalty: 1057.126221
	Iteration 18Q: 3 clusters Score -6661934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -6661933.500000 Penalty: 1057.126221
	Iteration 19Q: 3 clusters Score -6661934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -6661939.000000 Penalty: 1057.126221
	Iteration 20F: 3 clusters Score -6661939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -6661943.500000 Penalty: 1057.126221
	Iteration 21Q: 3 clusters Score -6661944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -6661943.500000 Penalty: 1057.126221
	Iteration 22F: 3 clusters Score -6661944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 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 124 members 
Entering Unmasked Estep 
Score: -14575.270508 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14575.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14719.897461 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14719.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14825.717773 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14825.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14876.878906 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14876.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14897.049805 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14897.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14901.349609 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14901.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14902.919922 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14902.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14902.919922 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -14902.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -419216.437500 Penalty: 404.262360
	Iteration 0F: 2 clusters Score -419216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -414383.531250 Penalty: 808.524719
	Iteration 0F: 3 clusters Score -414383.5 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -416370.156250 Penalty: 808.524719
	Iteration 1F: 3 clusters Score -416370.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -416627.156250 Penalty: 808.524719
	Iteration 2F: 3 clusters Score -416627.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -416941.281250 Penalty: 808.524719
	Iteration 3F: 3 clusters Score -416941.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417327.343750 Penalty: 808.524719
	Iteration 4F: 3 clusters Score -417327.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -417703.687500 Penalty: 808.524719
	Iteration 5F: 3 clusters Score -417703.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -417947.656250 Penalty: 808.524719
	Iteration 6F: 3 clusters Score -417947.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -418073.687500 Penalty: 808.524719
	Iteration 7Q: 3 clusters Score -418073.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -418147.406250 Penalty: 808.524719
	Iteration 8Q: 3 clusters Score -418147.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -418211.531250 Penalty: 808.524719
	Iteration 9Q: 3 clusters Score -418211.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -418273.375000 Penalty: 808.524719
	Iteration 10Q: 3 clusters Score -418273.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -418330.375000 Penalty: 808.524719
	Iteration 11Q: 3 clusters Score -418330.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -418395.218750 Penalty: 808.524719
	Iteration 12Q: 3 clusters Score -418395.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -418442.781250 Penalty: 808.524719
	Iteration 13Q: 3 clusters Score -418442.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -418480.312500 Penalty: 808.524719
	Iteration 14Q: 3 clusters Score -418480.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -418513.968750 Penalty: 808.524719
	Iteration 15Q: 3 clusters Score -418514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -418545.281250 Penalty: 808.524719
	Iteration 16Q: 3 clusters Score -418545.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -418581.437500 Penalty: 808.524719
	Iteration 17Q: 3 clusters Score -418581.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -418620.000000 Penalty: 808.524719
	Iteration 18Q: 3 clusters Score -418620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -418654.093750 Penalty: 808.524719
	Iteration 19Q: 3 clusters Score -418654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -418683.093750 Penalty: 808.524719
	Iteration 20F: 3 clusters Score -418683.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -418697.906250 Penalty: 808.524719
	Iteration 21Q: 3 clusters Score -418697.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -418706.656250 Penalty: 808.524719
	Iteration 22Q: 3 clusters Score -418706.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -418716.031250 Penalty: 808.524719
	Iteration 23Q: 3 clusters Score -418716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -418730.562500 Penalty: 808.524719
	Iteration 24Q: 3 clusters Score -418730.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -418745.968750 Penalty: 808.524719
	Iteration 25Q: 3 clusters Score -418746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -418762.312500 Penalty: 808.524719
	Iteration 26Q: 3 clusters Score -418762.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -418774.750000 Penalty: 808.524719
	Iteration 27Q: 3 clusters Score -418774.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -418790.250000 Penalty: 808.524719
	Iteration 28Q: 3 clusters Score -418790.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -418798.562500 Penalty: 808.524719
	Iteration 29Q: 3 clusters Score -418798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -418804.281250 Penalty: 808.524719
	Iteration 30Q: 3 clusters Score -418804.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -418809.843750 Penalty: 808.524719
	Iteration 31Q: 3 clusters Score -418809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -418812.875000 Penalty: 808.524719
	Iteration 32Q: 3 clusters Score -418812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -418815.687500 Penalty: 808.524719
	Iteration 33Q: 3 clusters Score -418815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -418821.218750 Penalty: 808.524719
	Iteration 34Q: 3 clusters Score -418821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -418826.875000 Penalty: 808.524719
	Iteration 35Q: 3 clusters Score -418826.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -418829.843750 Penalty: 808.524719
	Iteration 36Q: 3 clusters Score -418829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -418835.281250 Penalty: 808.524719
	Iteration 37Q: 3 clusters Score -418835.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -418842.656250 Penalty: 808.524719
	Iteration 38Q: 3 clusters Score -418842.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -418847.031250 Penalty: 808.524719
	Iteration 39Q: 3 clusters Score -418847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -418849.218750 Penalty: 808.524719
	Iteration 40F: 3 clusters Score -418849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -418850.500000 Penalty: 808.524719
	Iteration 41Q: 3 clusters Score -418850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -418852.625000 Penalty: 808.524719
	Iteration 42Q: 3 clusters Score -418852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -418854.093750 Penalty: 808.524719
	Iteration 43Q: 3 clusters Score -418854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -418854.218750 Penalty: 808.524719
	Iteration 44Q: 3 clusters Score -418854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -418855.718750 Penalty: 808.524719
	Iteration 45Q: 3 clusters Score -418855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -418857.062500 Penalty: 808.524719
	Iteration 46Q: 3 clusters Score -418857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -418858.062500 Penalty: 808.524719
	Iteration 47Q: 3 clusters Score -418858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -418860.843750 Penalty: 808.524719
	Iteration 48Q: 3 clusters Score -418860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -418862.312500 Penalty: 808.524719
	Iteration 49Q: 3 clusters Score -418862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -418862.750000 Penalty: 808.524719
	Iteration 50Q: 3 clusters Score -418862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -418863.812500 Penalty: 808.524719
	Iteration 51Q: 3 clusters Score -418863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -418866.093750 Penalty: 808.524719
	Iteration 52Q: 3 clusters Score -418866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -418869.531250 Penalty: 808.524719
	Iteration 53Q: 3 clusters Score -418869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -418871.812500 Penalty: 808.524719
	Iteration 54Q: 3 clusters Score -418871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -418874.687500 Penalty: 808.524719
	Iteration 55Q: 3 clusters Score -418874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -418877.250000 Penalty: 808.524719
	Iteration 56Q: 3 clusters Score -418877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -418879.187500 Penalty: 808.524719
	Iteration 57Q: 3 clusters Score -418879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -418880.437500 Penalty: 808.524719
	Iteration 58Q: 3 clusters Score -418880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -418880.875000 Penalty: 808.524719
	Iteration 59Q: 3 clusters Score -418880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -418880.906250 Penalty: 808.524719
	Iteration 60F: 3 clusters Score -418880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -418881.625000 Penalty: 808.524719
	Iteration 61Q: 3 clusters Score -418881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -418880.843750 Penalty: 808.524719
	Iteration 62Q: 3 clusters Score -418880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -418880.843750 Penalty: 808.524719
	Iteration 63F: 3 clusters Score -418880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Entering Unmasked Estep 
Score: -3866040.000000 Penalty: 502.779388
	Iteration 0F: 2 clusters Score -3866040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3823749.500000 Penalty: 1005.558777
	Iteration 0F: 3 clusters Score -3823750 nChanged 30533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3842189.000000 Penalty: 1005.558777
	Iteration 1F: 3 clusters Score -3842189 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3843045.500000 Penalty: 1005.558777
	Iteration 2Q: 3 clusters Score -3843046 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3844463.000000 Penalty: 1005.558777
	Iteration 3Q: 3 clusters Score -3844463 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3847187.000000 Penalty: 1005.558777
	Iteration 4F: 3 clusters Score -3847187 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3851700.000000 Penalty: 1005.558777
	Iteration 5F: 3 clusters Score -3851700 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3857221.250000 Penalty: 1005.558777
	Iteration 6F: 3 clusters Score -3857221 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3861492.750000 Penalty: 1005.558777
	Iteration 7F: 3 clusters Score -3861493 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3863845.500000 Penalty: 1005.558777
	Iteration 8Q: 3 clusters Score -3863846 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3864810.250000 Penalty: 1005.558777
	Iteration 9Q: 3 clusters Score -3864810 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3865222.750000 Penalty: 1005.558777
	Iteration 10Q: 3 clusters Score -3865223 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3865402.750000 Penalty: 1005.558777
	Iteration 11Q: 3 clusters Score -3865403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3865496.000000 Penalty: 1005.558777
	Iteration 12Q: 3 clusters Score -3865496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3865545.000000 Penalty: 1005.558777
	Iteration 13Q: 3 clusters Score -3865545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3865567.000000 Penalty: 1005.558777
	Iteration 14Q: 3 clusters Score -3865567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3865579.750000 Penalty: 1005.558777
	Iteration 15Q: 3 clusters Score -3865580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3865591.250000 Penalty: 1005.558777
	Iteration 16Q: 3 clusters Score -3865591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3865599.000000 Penalty: 1005.558777
	Iteration 17Q: 3 clusters Score -3865599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3865603.750000 Penalty: 1005.558777
	Iteration 18Q: 3 clusters Score -3865604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3865608.000000 Penalty: 1005.558777
	Iteration 19Q: 3 clusters Score -3865608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3865613.750000 Penalty: 1005.558777
	Iteration 20F: 3 clusters Score -3865614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3865613.750000 Penalty: 1005.558777
	Iteration 21Q: 3 clusters Score -3865614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3865616.250000 Penalty: 1005.558777
	Iteration 22Q: 3 clusters Score -3865616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3865617.500000 Penalty: 1005.558777
	Iteration 23Q: 3 clusters Score -3865618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3865615.750000 Penalty: 1005.558777
	Iteration 24Q: 3 clusters Score -3865616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3865616.250000 Penalty: 1005.558777
	Iteration 25Q: 3 clusters Score -3865616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3865618.000000 Penalty: 1005.558777
	Iteration 26Q: 3 clusters Score -3865618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3865622.500000 Penalty: 1005.558777
	Iteration 27Q: 3 clusters Score -3865622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3865624.500000 Penalty: 1005.558777
	Iteration 28Q: 3 clusters Score -3865624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3865623.750000 Penalty: 1005.558777
	Iteration 29Q: 3 clusters Score -3865624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3865625.250000 Penalty: 1005.558777
	Iteration 30Q: 3 clusters Score -3865625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3865626.250000 Penalty: 1005.558777
	Iteration 31Q: 3 clusters Score -3865626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3865627.000000 Penalty: 1005.558777
	Iteration 32Q: 3 clusters Score -3865627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3865625.750000 Penalty: 1005.558777
	Iteration 33Q: 3 clusters Score -3865626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3865625.500000 Penalty: 1005.558777
	Iteration 34Q: 3 clusters Score -3865626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3865628.750000 Penalty: 1005.558777
	Iteration 35Q: 3 clusters Score -3865629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3865629.250000 Penalty: 1005.558777
	Iteration 36Q: 3 clusters Score -3865629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3865631.250000 Penalty: 1005.558777
	Iteration 37Q: 3 clusters Score -3865631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3865633.250000 Penalty: 1005.558777
	Iteration 38Q: 3 clusters Score -3865633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3865633.250000 Penalty: 1005.558777
	Iteration 39F: 3 clusters Score -3865633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -30311.542969 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -30311.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29840.568359 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -29840.57 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29977.076172 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -29977.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30007.220703 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -30007.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30018.685547 Penalty: 561.052979
	Iteration 3Q: 3 clusters Score -30018.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30034.941406 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -30034.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30039.533203 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -30039.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30044.250000 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -30044.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30052.318359 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -30052.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30059.681641 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -30059.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30065.037109 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -30065.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30069.298828 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -30069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30073.287109 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -30073.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30076.414062 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -30076.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30077.421875 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -30077.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30080.121094 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -30080.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30087.763672 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -30087.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30090.390625 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -30090.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30092.609375 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -30092.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30099.310547 Penalty: 561.052979
	Iteration 18Q: 3 clusters Score -30099.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30101.851562 Penalty: 561.052979
	Iteration 19Q: 3 clusters Score -30101.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30104.361328 Penalty: 561.052979
	Iteration 20F: 3 clusters Score -30104.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30105.867188 Penalty: 561.052979
	Iteration 21Q: 3 clusters Score -30105.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30106.736328 Penalty: 561.052979
	Iteration 22Q: 3 clusters Score -30106.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30107.087891 Penalty: 561.052979
	Iteration 23Q: 3 clusters Score -30107.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30107.087891 Penalty: 561.052979
	Iteration 24F: 3 clusters Score -30107.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -61984.343750 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -61984.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61116.015625 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -61116.02 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -61420.093750 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -61420.09 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61523.433594 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -61523.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61592.011719 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -61592.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61628.929688 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -61628.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -61657.296875 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -61657.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -61674.250000 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -61674.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61690.250000 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -61690.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61705.273438 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -61705.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61719.101562 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -61719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61729.058594 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -61729.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61734.511719 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -61734.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61736.390625 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -61736.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61738.968750 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -61738.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61740.898438 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -61740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61741.765625 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -61741.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61744.156250 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -61744.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61745.425781 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -61745.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61746.671875 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -61746.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61747.226562 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -61747.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61747.851562 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -61747.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61748.406250 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -61748.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61748.667969 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -61748.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61748.667969 Penalty: 633.994019
	Iteration 23F: 3 clusters Score -61748.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 337 members 
Entering Unmasked Estep 
Score: -37598.011719 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37598.01 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37749.394531 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37749.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37781.875000 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37781.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37794.558594 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37794.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37806.000000 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37812.015625 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37812.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37816.425781 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37816.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37821.570312 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37821.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37827.429688 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37827.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37829.992188 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37829.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37831.667969 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37831.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37833.792969 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37833.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37835.875000 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37835.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37837.488281 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37837.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37840.070312 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37840.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37841.597656 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -37841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37843.429688 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -37843.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37844.085938 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -37844.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37844.269531 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -37844.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37844.457031 Penalty: 590.931580
	Iteration 19Q: 3 clusters Score -37844.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37844.953125 Penalty: 590.931580
	Iteration 20F: 3 clusters Score -37844.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37846.214844 Penalty: 590.931580
	Iteration 21Q: 3 clusters Score -37846.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37849.796875 Penalty: 590.931580
	Iteration 22Q: 3 clusters Score -37849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37851.582031 Penalty: 590.931580
	Iteration 23Q: 3 clusters Score -37851.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37852.738281 Penalty: 590.931580
	Iteration 24Q: 3 clusters Score -37852.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37854.273438 Penalty: 590.931580
	Iteration 25Q: 3 clusters Score -37854.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37855.324219 Penalty: 590.931580
	Iteration 26Q: 3 clusters Score -37855.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37856.792969 Penalty: 590.931580
	Iteration 27Q: 3 clusters Score -37856.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37857.453125 Penalty: 590.931580
	Iteration 28Q: 3 clusters Score -37857.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37861.601562 Penalty: 590.931580
	Iteration 29Q: 3 clusters Score -37861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37864.375000 Penalty: 590.931580
	Iteration 30Q: 3 clusters Score -37864.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37867.242188 Penalty: 590.931580
	Iteration 31Q: 3 clusters Score -37867.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37868.089844 Penalty: 590.931580
	Iteration 32Q: 3 clusters Score -37868.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37869.019531 Penalty: 590.931580
	Iteration 33Q: 3 clusters Score -37869.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37869.941406 Penalty: 590.931580
	Iteration 34Q: 3 clusters Score -37869.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37871.664062 Penalty: 590.931580
	Iteration 35Q: 3 clusters Score -37871.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37872.101562 Penalty: 590.931580
	Iteration 36Q: 3 clusters Score -37872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37873.503906 Penalty: 590.931580
	Iteration 37Q: 3 clusters Score -37873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37874.625000 Penalty: 590.931580
	Iteration 38Q: 3 clusters Score -37874.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37875.281250 Penalty: 590.931580
	Iteration 39Q: 3 clusters Score -37875.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37875.515625 Penalty: 590.931580
	Iteration 40F: 3 clusters Score -37875.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16704.226562 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16704.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16812.666016 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16812.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16856.144531 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16856.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16877.933594 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -16877.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16885.960938 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16885.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16887.105469 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16887.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16887.105469 Penalty: 515.644836
	Iteration 6F: 3 clusters Score -16887.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Entering Unmasked Estep 
Score: -7641146.500000 Penalty: 535.074158
	Iteration 0F: 2 clusters Score -7641146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -7558911.500000 Penalty: 1070.148315
	Iteration 0F: 3 clusters Score -7558912 nChanged 62920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -7598031.500000 Penalty: 1070.148315
	Iteration 1F: 3 clusters Score -7598032 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -7600263.000000 Penalty: 1070.148315
	Iteration 2Q: 3 clusters Score -7600263 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7603498.000000 Penalty: 1070.148315
	Iteration 3Q: 3 clusters Score -7603498 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7607835.000000 Penalty: 1070.148315
	Iteration 4F: 3 clusters Score -7607835 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -7613485.000000 Penalty: 1070.148315
	Iteration 5F: 3 clusters Score -7613485 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -7618792.000000 Penalty: 1070.148315
	Iteration 6F: 3 clusters Score -7618792 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -7622234.000000 Penalty: 1070.148315
	Iteration 7F: 3 clusters Score -7622234 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -7624035.500000 Penalty: 1070.148315
	Iteration 8Q: 3 clusters Score -7624036 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -7625003.500000 Penalty: 1070.148315
	Iteration 9Q: 3 clusters Score -7625004 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -7625691.000000 Penalty: 1070.148315
	Iteration 10Q: 3 clusters Score -7625691 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -7626354.500000 Penalty: 1070.148315
	Iteration 11Q: 3 clusters Score -7626354 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -7626971.000000 Penalty: 1070.148315
	Iteration 12Q: 3 clusters Score -7626971 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -7627612.000000 Penalty: 1070.148315
	Iteration 13Q: 3 clusters Score -7627612 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -7628237.000000 Penalty: 1070.148315
	Iteration 14Q: 3 clusters Score -7628237 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7628809.500000 Penalty: 1070.148315
	Iteration 15Q: 3 clusters Score -7628810 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7629486.000000 Penalty: 1070.148315
	Iteration 16Q: 3 clusters Score -7629486 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7630089.500000 Penalty: 1070.148315
	Iteration 17Q: 3 clusters Score -7630090 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7630564.500000 Penalty: 1070.148315
	Iteration 18Q: 3 clusters Score -7630564 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7631162.000000 Penalty: 1070.148315
	Iteration 19Q: 3 clusters Score -7631162 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7631794.500000 Penalty: 1070.148315
	Iteration 20F: 3 clusters Score -7631794 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7632371.500000 Penalty: 1070.148315
	Iteration 21Q: 3 clusters Score -7632372 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -7632927.000000 Penalty: 1070.148315
	Iteration 22Q: 3 clusters Score -7632927 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -7633450.500000 Penalty: 1070.148315
	Iteration 23Q: 3 clusters Score -7633450 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7634086.500000 Penalty: 1070.148315
	Iteration 24Q: 3 clusters Score -7634086 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -7634622.500000 Penalty: 1070.148315
	Iteration 25Q: 3 clusters Score -7634622 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -7635186.000000 Penalty: 1070.148315
	Iteration 26Q: 3 clusters Score -7635186 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7635782.000000 Penalty: 1070.148315
	Iteration 27Q: 3 clusters Score -7635782 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -7636387.500000 Penalty: 1070.148315
	Iteration 28Q: 3 clusters Score -7636388 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7636911.000000 Penalty: 1070.148315
	Iteration 29Q: 3 clusters Score -7636911 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -7637369.000000 Penalty: 1070.148315
	Iteration 30Q: 3 clusters Score -7637369 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -7637744.000000 Penalty: 1070.148315
	Iteration 31Q: 3 clusters Score -7637744 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7638110.000000 Penalty: 1070.148315
	Iteration 32Q: 3 clusters Score -7638110 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -7638508.000000 Penalty: 1070.148315
	Iteration 33Q: 3 clusters Score -7638508 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113992 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -7638953.000000 Penalty: 1070.148315
	Iteration 34Q: 3 clusters Score -7638953 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -7639205.500000 Penalty: 1070.148315
	Iteration 35Q: 3 clusters Score -7639206 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -7639487.000000 Penalty: 1070.148315
	Iteration 36Q: 3 clusters Score -7639487 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -7639731.500000 Penalty: 1070.148315
	Iteration 37Q: 3 clusters Score -7639732 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -7639935.500000 Penalty: 1070.148315
	Iteration 38Q: 3 clusters Score -7639936 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118651 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7640170.500000 Penalty: 1070.148315
	Iteration 39Q: 3 clusters Score -7640170 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -7640332.000000 Penalty: 1070.148315
	Iteration 40F: 3 clusters Score -7640332 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -7640472.500000 Penalty: 1070.148315
	Iteration 41Q: 3 clusters Score -7640472 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -7640622.000000 Penalty: 1070.148315
	Iteration 42Q: 3 clusters Score -7640622 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -7640735.000000 Penalty: 1070.148315
	Iteration 43Q: 3 clusters Score -7640735 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -7640845.000000 Penalty: 1070.148315
	Iteration 44Q: 3 clusters Score -7640845 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122148 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7640927.000000 Penalty: 1070.148315
	Iteration 45Q: 3 clusters Score -7640927 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7641002.000000 Penalty: 1070.148315
	Iteration 46Q: 3 clusters Score -7641002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7641008.500000 Penalty: 1070.148315
	Iteration 47Q: 3 clusters Score -7641008 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123073 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7641037.500000 Penalty: 1070.148315
	Iteration 48Q: 3 clusters Score -7641038 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7641090.500000 Penalty: 1070.148315
	Iteration 49Q: 3 clusters Score -7641090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123533 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7641101.500000 Penalty: 1070.148315
	Iteration 50Q: 3 clusters Score -7641102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7641115.000000 Penalty: 1070.148315
	Iteration 51Q: 3 clusters Score -7641115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123841 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7641133.000000 Penalty: 1070.148315
	Iteration 52Q: 3 clusters Score -7641133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7641155.000000 Penalty: 1070.148315
	Iteration 53Q: 3 clusters Score -7641155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7641166.500000 Penalty: 1070.148315
	Iteration 54Q: 3 clusters Score -7641166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124228 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7641176.500000 Penalty: 1070.148315
	Iteration 55Q: 3 clusters Score -7641176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7641199.000000 Penalty: 1070.148315
	Iteration 56Q: 3 clusters Score -7641199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7641195.000000 Penalty: 1070.148315
	Iteration 57Q: 3 clusters Score -7641195 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7641187.500000 Penalty: 1070.148315
	Iteration 58Q: 3 clusters Score -7641188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7641202.000000 Penalty: 1070.148315
	Iteration 59Q: 3 clusters Score -7641202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124646 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7641208.500000 Penalty: 1070.148315
	Iteration 60F: 3 clusters Score -7641208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124708 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7641228.500000 Penalty: 1070.148315
	Iteration 61Q: 3 clusters Score -7641228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7641207.500000 Penalty: 1070.148315
	Iteration 62Q: 3 clusters Score -7641208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7641221.500000 Penalty: 1070.148315
	Iteration 63Q: 3 clusters Score -7641222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7641241.000000 Penalty: 1070.148315
	Iteration 64Q: 3 clusters Score -7641241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7641234.000000 Penalty: 1070.148315
	Iteration 65Q: 3 clusters Score -7641234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7641244.500000 Penalty: 1070.148315
	Iteration 66Q: 3 clusters Score -7641244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124987 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7641229.500000 Penalty: 1070.148315
	Iteration 67Q: 3 clusters Score -7641230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7641230.500000 Penalty: 1070.148315
	Iteration 68Q: 3 clusters Score -7641230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7641230.000000 Penalty: 1070.148315
	Iteration 69Q: 3 clusters Score -7641230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7641222.500000 Penalty: 1070.148315
	Iteration 70Q: 3 clusters Score -7641222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7641215.000000 Penalty: 1070.148315
	Iteration 71Q: 3 clusters Score -7641215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7641221.500000 Penalty: 1070.148315
	Iteration 72Q: 3 clusters Score -7641222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7641222.000000 Penalty: 1070.148315
	Iteration 73Q: 3 clusters Score -7641222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7641219.000000 Penalty: 1070.148315
	Iteration 74Q: 3 clusters Score -7641219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7641218.500000 Penalty: 1070.148315
	Iteration 75Q: 3 clusters Score -7641218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7641225.000000 Penalty: 1070.148315
	Iteration 76Q: 3 clusters Score -7641225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125155 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7641225.000000 Penalty: 1070.148315
	Iteration 77Q: 3 clusters Score -7641225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125161 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7641225.000000 Penalty: 1070.148315
	Iteration 78Q: 3 clusters Score -7641225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7641220.500000 Penalty: 1070.148315
	Iteration 79Q: 3 clusters Score -7641220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7641217.500000 Penalty: 1070.148315
	Iteration 80F: 3 clusters Score -7641218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7641219.500000 Penalty: 1070.148315
	Iteration 81Q: 3 clusters Score -7641220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7641230.000000 Penalty: 1070.148315
	Iteration 82Q: 3 clusters Score -7641230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7641227.000000 Penalty: 1070.148315
	Iteration 83Q: 3 clusters Score -7641227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7641236.500000 Penalty: 1070.148315
	Iteration 84Q: 3 clusters Score -7641236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7641237.500000 Penalty: 1070.148315
	Iteration 85Q: 3 clusters Score -7641238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7641242.000000 Penalty: 1070.148315
	Iteration 86Q: 3 clusters Score -7641242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7641236.500000 Penalty: 1070.148315
	Iteration 87Q: 3 clusters Score -7641236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7641234.000000 Penalty: 1070.148315
	Iteration 88Q: 3 clusters Score -7641234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7641236.000000 Penalty: 1070.148315
	Iteration 89Q: 3 clusters Score -7641236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7641234.500000 Penalty: 1070.148315
	Iteration 90Q: 3 clusters Score -7641234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7641228.500000 Penalty: 1070.148315
	Iteration 91Q: 3 clusters Score -7641228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7641230.000000 Penalty: 1070.148315
	Iteration 92Q: 3 clusters Score -7641230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7641234.500000 Penalty: 1070.148315
	Iteration 93Q: 3 clusters Score -7641234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7641236.000000 Penalty: 1070.148315
	Iteration 94Q: 3 clusters Score -7641236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7641236.500000 Penalty: 1070.148315
	Iteration 95Q: 3 clusters Score -7641236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7641240.500000 Penalty: 1070.148315
	Iteration 96Q: 3 clusters Score -7641240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7641237.000000 Penalty: 1070.148315
	Iteration 97Q: 3 clusters Score -7641237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7641235.500000 Penalty: 1070.148315
	Iteration 98Q: 3 clusters Score -7641236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7641238.000000 Penalty: 1070.148315
	Iteration 99Q: 3 clusters Score -7641238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7641234.000000 Penalty: 1070.148315
	Iteration 100F: 3 clusters Score -7641234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7641237.500000 Penalty: 1070.148315
	Iteration 101Q: 3 clusters Score -7641238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7641243.000000 Penalty: 1070.148315
	Iteration 102Q: 3 clusters Score -7641243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7641244.000000 Penalty: 1070.148315
	Iteration 103Q: 3 clusters Score -7641244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7641237.500000 Penalty: 1070.148315
	Iteration 104Q: 3 clusters Score -7641238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7641236.500000 Penalty: 1070.148315
	Iteration 105Q: 3 clusters Score -7641236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7641236.500000 Penalty: 1070.148315
	Iteration 106F: 3 clusters Score -7641236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 125297 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 2714 members 
Entering Unmasked Estep 
Score: -58207308.000000 Penalty: 52866.046875
Splitting cluster 16 changes total score from -58207324.000000 to -58207308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (126937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Entering Unmasked Estep 
Score: -7477518.500000 Penalty: 534.690796
	Iteration 0F: 2 clusters Score -7477518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -7392200.000000 Penalty: 1069.381592
	Iteration 0F: 3 clusters Score -7392200 nChanged 62076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -7433250.500000 Penalty: 1069.381592
	Iteration 1F: 3 clusters Score -7433250 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -7437422.500000 Penalty: 1069.381592
	Iteration 2F: 3 clusters Score -7437422 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -7443320.500000 Penalty: 1069.381592
	Iteration 3F: 3 clusters Score -7443320 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -7450973.000000 Penalty: 1069.381592
	Iteration 4F: 3 clusters Score -7450973 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -7458146.500000 Penalty: 1069.381592
	Iteration 5F: 3 clusters Score -7458146 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -7462300.500000 Penalty: 1069.381592
	Iteration 6F: 3 clusters Score -7462300 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -7464178.500000 Penalty: 1069.381592
	Iteration 7Q: 3 clusters Score -7464178 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -7465606.500000 Penalty: 1069.381592
	Iteration 8Q: 3 clusters Score -7465606 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -7466928.000000 Penalty: 1069.381592
	Iteration 9Q: 3 clusters Score -7466928 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -7467946.000000 Penalty: 1069.381592
	Iteration 10Q: 3 clusters Score -7467946 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -7468943.500000 Penalty: 1069.381592
	Iteration 11Q: 3 clusters Score -7468944 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -7469775.000000 Penalty: 1069.381592
	Iteration 12Q: 3 clusters Score -7469775 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -7470409.500000 Penalty: 1069.381592
	Iteration 13Q: 3 clusters Score -7470410 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -7470940.000000 Penalty: 1069.381592
	Iteration 14Q: 3 clusters Score -7470940 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -7471349.500000 Penalty: 1069.381592
	Iteration 15Q: 3 clusters Score -7471350 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -7471797.000000 Penalty: 1069.381592
	Iteration 16Q: 3 clusters Score -7471797 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -7472220.000000 Penalty: 1069.381592
	Iteration 17Q: 3 clusters Score -7472220 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -7472629.500000 Penalty: 1069.381592
	Iteration 18Q: 3 clusters Score -7472630 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -7473045.500000 Penalty: 1069.381592
	Iteration 19Q: 3 clusters Score -7473046 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -7473343.000000 Penalty: 1069.381592
	Iteration 20F: 3 clusters Score -7473343 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -7473807.500000 Penalty: 1069.381592
	Iteration 21Q: 3 clusters Score -7473808 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -7474213.000000 Penalty: 1069.381592
	Iteration 22Q: 3 clusters Score -7474213 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -7474650.000000 Penalty: 1069.381592
	Iteration 23Q: 3 clusters Score -7474650 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -7474964.500000 Penalty: 1069.381592
	Iteration 24Q: 3 clusters Score -7474964 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -7475257.000000 Penalty: 1069.381592
	Iteration 25Q: 3 clusters Score -7475257 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -7475556.000000 Penalty: 1069.381592
	Iteration 26Q: 3 clusters Score -7475556 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -7475867.500000 Penalty: 1069.381592
	Iteration 27Q: 3 clusters Score -7475868 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -7476175.000000 Penalty: 1069.381592
	Iteration 28Q: 3 clusters Score -7476175 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -7476377.500000 Penalty: 1069.381592
	Iteration 29Q: 3 clusters Score -7476378 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -7476580.000000 Penalty: 1069.381592
	Iteration 30Q: 3 clusters Score -7476580 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -7476765.000000 Penalty: 1069.381592
	Iteration 31Q: 3 clusters Score -7476765 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -7476930.500000 Penalty: 1069.381592
	Iteration 32Q: 3 clusters Score -7476930 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -7477160.500000 Penalty: 1069.381592
	Iteration 33Q: 3 clusters Score -7477160 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -7477270.500000 Penalty: 1069.381592
	Iteration 34Q: 3 clusters Score -7477270 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 123780 members 
Entering Unmasked Estep 
Score: -7477352.500000 Penalty: 1069.381592
	Iteration 35Q: 3 clusters Score -7477352 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -7477398.500000 Penalty: 1069.381592
	Iteration 36Q: 3 clusters Score -7477398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -7477435.000000 Penalty: 1069.381592
	Iteration 37Q: 3 clusters Score -7477435 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -7477406.500000 Penalty: 1069.381592
	Iteration 38Q: 3 clusters Score -7477406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -7477423.500000 Penalty: 1069.381592
	Iteration 39Q: 3 clusters Score -7477424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -7477453.500000 Penalty: 1069.381592
	Iteration 40F: 3 clusters Score -7477454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -7477470.000000 Penalty: 1069.381592
	Iteration 41Q: 3 clusters Score -7477470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -7477481.500000 Penalty: 1069.381592
	Iteration 42Q: 3 clusters Score -7477482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -7477487.000000 Penalty: 1069.381592
	Iteration 43Q: 3 clusters Score -7477487 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 125543 members 
Entering Unmasked Estep 
Score: -7477490.500000 Penalty: 1069.381592
	Iteration 44Q: 3 clusters Score -7477490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -7477481.000000 Penalty: 1069.381592
	Iteration 45Q: 3 clusters Score -7477481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -7477486.000000 Penalty: 1069.381592
	Iteration 46Q: 3 clusters Score -7477486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -7477479.000000 Penalty: 1069.381592
	Iteration 47Q: 3 clusters Score -7477479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -7477486.500000 Penalty: 1069.381592
	Iteration 48Q: 3 clusters Score -7477486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -7477493.500000 Penalty: 1069.381592
	Iteration 49Q: 3 clusters Score -7477494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 125905 members 
Entering Unmasked Estep 
Score: -7477483.500000 Penalty: 1069.381592
	Iteration 50Q: 3 clusters Score -7477484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -7477494.500000 Penalty: 1069.381592
	Iteration 51Q: 3 clusters Score -7477494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -7477485.500000 Penalty: 1069.381592
	Iteration 52Q: 3 clusters Score -7477486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -7477496.500000 Penalty: 1069.381592
	Iteration 53Q: 3 clusters Score -7477496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -7477496.500000 Penalty: 1069.381592
	Iteration 54Q: 3 clusters Score -7477496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -7477494.000000 Penalty: 1069.381592
	Iteration 55Q: 3 clusters Score -7477494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -7477488.500000 Penalty: 1069.381592
	Iteration 56Q: 3 clusters Score -7477488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 126075 members 
Entering Unmasked Estep 
Score: -7477490.000000 Penalty: 1069.381592
	Iteration 57Q: 3 clusters Score -7477490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -7477489.000000 Penalty: 1069.381592
	Iteration 58Q: 3 clusters Score -7477489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 126099 members 
Entering Unmasked Estep 
Score: -7477491.000000 Penalty: 1069.381592
	Iteration 59Q: 3 clusters Score -7477491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 126106 members 
Entering Unmasked Estep 
Score: -7477490.000000 Penalty: 1069.381592
	Iteration 60F: 3 clusters Score -7477490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -7477488.500000 Penalty: 1069.381592
	Iteration 61Q: 3 clusters Score -7477488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 126120 members 
Entering Unmasked Estep 
Score: -7477490.000000 Penalty: 1069.381592
	Iteration 62Q: 3 clusters Score -7477490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -7477488.500000 Penalty: 1069.381592
	Iteration 63Q: 3 clusters Score -7477488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -7477494.000000 Penalty: 1069.381592
	Iteration 64Q: 3 clusters Score -7477494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -7477491.500000 Penalty: 1069.381592
	Iteration 65Q: 3 clusters Score -7477492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -7477490.000000 Penalty: 1069.381592
	Iteration 66Q: 3 clusters Score -7477490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -7477490.000000 Penalty: 1069.381592
	Iteration 67Q: 3 clusters Score -7477490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -7477493.500000 Penalty: 1069.381592
	Iteration 68Q: 3 clusters Score -7477494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 126142 members 
Entering Unmasked Estep 
Score: -7477494.500000 Penalty: 1069.381592
	Iteration 69Q: 3 clusters Score -7477494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 126146 members 
Entering Unmasked Estep 
Score: -7477497.500000 Penalty: 1069.381592
	Iteration 70Q: 3 clusters Score -7477498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 126151 members 
Entering Unmasked Estep 
Score: -7477496.000000 Penalty: 1069.381592
	Iteration 71Q: 3 clusters Score -7477496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -7477499.000000 Penalty: 1069.381592
	Iteration 72Q: 3 clusters Score -7477499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -7477486.000000 Penalty: 1069.381592
	Iteration 73Q: 3 clusters Score -7477486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -7477491.500000 Penalty: 1069.381592
	Iteration 74Q: 3 clusters Score -7477492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -7477490.500000 Penalty: 1069.381592
	Iteration 75Q: 3 clusters Score -7477490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -7477487.500000 Penalty: 1069.381592
	Iteration 76Q: 3 clusters Score -7477488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -7477489.000000 Penalty: 1069.381592
	Iteration 77Q: 3 clusters Score -7477489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -7477485.000000 Penalty: 1069.381592
	Iteration 78Q: 3 clusters Score -7477485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -7477483.500000 Penalty: 1069.381592
	Iteration 79Q: 3 clusters Score -7477484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -7477491.500000 Penalty: 1069.381592
	Iteration 80F: 3 clusters Score -7477492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -7477486.500000 Penalty: 1069.381592
	Iteration 81Q: 3 clusters Score -7477486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 126177 members 
Entering Unmasked Estep 
Score: -7477488.000000 Penalty: 1069.381592
	Iteration 82Q: 3 clusters Score -7477488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -7477488.000000 Penalty: 1069.381592
	Iteration 83Q: 3 clusters Score -7477488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -7477483.500000 Penalty: 1069.381592
	Iteration 84Q: 3 clusters Score -7477484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -7477480.000000 Penalty: 1069.381592
	Iteration 85Q: 3 clusters Score -7477480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -7477480.000000 Penalty: 1069.381592
	Iteration 86F: 3 clusters Score -7477480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123873 members 
Entering Unmasked Estep 
Score: -7467561.500000 Penalty: 533.579041
	Iteration 0F: 2 clusters Score -7467562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -7385486.500000 Penalty: 1067.158081
	Iteration 0F: 3 clusters Score -7385486 nChanged 60725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -7422751.000000 Penalty: 1067.158081
	Iteration 1F: 3 clusters Score -7422751 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -7424738.000000 Penalty: 1067.158081
	Iteration 2Q: 3 clusters Score -7424738 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -7427373.000000 Penalty: 1067.158081
	Iteration 3F: 3 clusters Score -7427373 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -7431426.500000 Penalty: 1067.158081
	Iteration 4F: 3 clusters Score -7431426 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -7437419.500000 Penalty: 1067.158081
	Iteration 5F: 3 clusters Score -7437420 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -7444452.000000 Penalty: 1067.158081
	Iteration 6F: 3 clusters Score -7444452 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -7450264.000000 Penalty: 1067.158081
	Iteration 7F: 3 clusters Score -7450264 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -7453504.500000 Penalty: 1067.158081
	Iteration 8Q: 3 clusters Score -7453504 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -7455457.500000 Penalty: 1067.158081
	Iteration 9Q: 3 clusters Score -7455458 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -7457024.500000 Penalty: 1067.158081
	Iteration 10Q: 3 clusters Score -7457024 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -7458512.500000 Penalty: 1067.158081
	Iteration 11Q: 3 clusters Score -7458512 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -7459884.500000 Penalty: 1067.158081
	Iteration 12Q: 3 clusters Score -7459884 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -7461157.500000 Penalty: 1067.158081
	Iteration 13Q: 3 clusters Score -7461158 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -7462383.000000 Penalty: 1067.158081
	Iteration 14Q: 3 clusters Score -7462383 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -7463370.000000 Penalty: 1067.158081
	Iteration 15Q: 3 clusters Score -7463370 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -7464219.000000 Penalty: 1067.158081
	Iteration 16Q: 3 clusters Score -7464219 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -7464865.000000 Penalty: 1067.158081
	Iteration 17Q: 3 clusters Score -7464865 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 121800 members 
Entering Unmasked Estep 
Score: -7465445.000000 Penalty: 1067.158081
	Iteration 18Q: 3 clusters Score -7465445 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -7465946.500000 Penalty: 1067.158081
	Iteration 19Q: 3 clusters Score -7465946 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -7466321.000000 Penalty: 1067.158081
	Iteration 20F: 3 clusters Score -7466321 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -7466624.000000 Penalty: 1067.158081
	Iteration 21Q: 3 clusters Score -7466624 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -7466841.000000 Penalty: 1067.158081
	Iteration 22Q: 3 clusters Score -7466841 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -7466941.000000 Penalty: 1067.158081
	Iteration 23Q: 3 clusters Score -7466941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 123677 members 
Entering Unmasked Estep 
Score: -7467001.000000 Penalty: 1067.158081
	Iteration 24Q: 3 clusters Score -7467001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123716 members 
Entering Unmasked Estep 
Score: -7467036.000000 Penalty: 1067.158081
	Iteration 25Q: 3 clusters Score -7467036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -7467055.000000 Penalty: 1067.158081
	Iteration 26Q: 3 clusters Score -7467055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -7467074.500000 Penalty: 1067.158081
	Iteration 27Q: 3 clusters Score -7467074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -7467086.000000 Penalty: 1067.158081
	Iteration 28Q: 3 clusters Score -7467086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -7467101.000000 Penalty: 1067.158081
	Iteration 29Q: 3 clusters Score -7467101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7467109.500000 Penalty: 1067.158081
	Iteration 30Q: 3 clusters Score -7467110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -7467111.500000 Penalty: 1067.158081
	Iteration 31Q: 3 clusters Score -7467112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -7467112.500000 Penalty: 1067.158081
	Iteration 32Q: 3 clusters Score -7467112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -7467116.000000 Penalty: 1067.158081
	Iteration 33Q: 3 clusters Score -7467116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -7467117.000000 Penalty: 1067.158081
	Iteration 34F: 3 clusters Score -7467117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -7467114.500000 Penalty: 1067.158081
	Iteration 35Q: 3 clusters Score -7467114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -7467116.500000 Penalty: 1067.158081
	Iteration 36Q: 3 clusters Score -7467116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -7467117.500000 Penalty: 1067.158081
	Iteration 37Q: 3 clusters Score -7467118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -7467117.500000 Penalty: 1067.158081
	Iteration 38F: 3 clusters Score -7467118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -223794.437500 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -223794.4 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 1889 members 
Entering Unmasked Estep 
Score: -221248.531250 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -221248.5 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -222281.609375 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -222281.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -222528.421875 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -222528.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -222792.656250 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -222792.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -222975.328125 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -222975.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -223101.484375 Penalty: 749.562439
	Iteration 5F: 3 clusters Score -223101.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -223195.187500 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -223195.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -223270.109375 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -223270.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -223319.609375 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -223319.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -223352.500000 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -223352.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -223382.953125 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -223383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223414.890625 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -223414.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223440.687500 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -223440.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -223472.312500 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -223472.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -223514.187500 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -223514.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -223548.406250 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -223548.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -223575.734375 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -223575.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223596.234375 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -223596.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -223612.531250 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -223612.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -223622.843750 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -223622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -223629.484375 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -223629.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -223633.468750 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -223633.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -223638.875000 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -223638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223641.093750 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -223641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223641.312500 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -223641.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223641.781250 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -223641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223641.640625 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -223641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223641.640625 Penalty: 749.562439
	Iteration 27F: 3 clusters Score -223641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Entering Unmasked Estep 
Score: -551599.437500 Penalty: 414.978912
	Iteration 0F: 2 clusters Score -551599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -545494.625000 Penalty: 829.957825
	Iteration 0F: 3 clusters Score -545494.6 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -547905.250000 Penalty: 829.957825
	Iteration 1F: 3 clusters Score -547905.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -548075.937500 Penalty: 829.957825
	Iteration 2Q: 3 clusters Score -548075.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -548286.750000 Penalty: 829.957825
	Iteration 3Q: 3 clusters Score -548286.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -548625.062500 Penalty: 829.957825
	Iteration 4F: 3 clusters Score -548625.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -549092.062500 Penalty: 829.957825
	Iteration 5F: 3 clusters Score -549092.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -549681.562500 Penalty: 829.957825
	Iteration 6F: 3 clusters Score -549681.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -550096.812500 Penalty: 829.957825
	Iteration 7F: 3 clusters Score -550096.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -550269.250000 Penalty: 829.957825
	Iteration 8Q: 3 clusters Score -550269.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -550332.312500 Penalty: 829.957825
	Iteration 9Q: 3 clusters Score -550332.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -550377.062500 Penalty: 829.957825
	Iteration 10Q: 3 clusters Score -550377.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -550411.625000 Penalty: 829.957825
	Iteration 11Q: 3 clusters Score -550411.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -550438.937500 Penalty: 829.957825
	Iteration 12Q: 3 clusters Score -550438.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -550469.812500 Penalty: 829.957825
	Iteration 13Q: 3 clusters Score -550469.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -550500.812500 Penalty: 829.957825
	Iteration 14Q: 3 clusters Score -550500.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -550529.875000 Penalty: 829.957825
	Iteration 15Q: 3 clusters Score -550529.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -550555.187500 Penalty: 829.957825
	Iteration 16Q: 3 clusters Score -550555.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -550589.250000 Penalty: 829.957825
	Iteration 17Q: 3 clusters Score -550589.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -550615.187500 Penalty: 829.957825
	Iteration 18Q: 3 clusters Score -550615.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -550635.562500 Penalty: 829.957825
	Iteration 19Q: 3 clusters Score -550635.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -550647.750000 Penalty: 829.957825
	Iteration 20F: 3 clusters Score -550647.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -550660.625000 Penalty: 829.957825
	Iteration 21Q: 3 clusters Score -550660.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -550671.437500 Penalty: 829.957825
	Iteration 22Q: 3 clusters Score -550671.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -550687.125000 Penalty: 829.957825
	Iteration 23Q: 3 clusters Score -550687.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -550700.875000 Penalty: 829.957825
	Iteration 24Q: 3 clusters Score -550700.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -550715.875000 Penalty: 829.957825
	Iteration 25Q: 3 clusters Score -550715.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -550726.062500 Penalty: 829.957825
	Iteration 26Q: 3 clusters Score -550726.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -550737.437500 Penalty: 829.957825
	Iteration 27Q: 3 clusters Score -550737.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -550745.375000 Penalty: 829.957825
	Iteration 28Q: 3 clusters Score -550745.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -550757.500000 Penalty: 829.957825
	Iteration 29Q: 3 clusters Score -550757.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -550769.937500 Penalty: 829.957825
	Iteration 30Q: 3 clusters Score -550769.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -550782.812500 Penalty: 829.957825
	Iteration 31Q: 3 clusters Score -550782.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -550802.562500 Penalty: 829.957825
	Iteration 32Q: 3 clusters Score -550802.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -550825.562500 Penalty: 829.957825
	Iteration 33Q: 3 clusters Score -550825.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -550844.000000 Penalty: 829.957825
	Iteration 34Q: 3 clusters Score -550844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -550857.312500 Penalty: 829.957825
	Iteration 35Q: 3 clusters Score -550857.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -550864.437500 Penalty: 829.957825
	Iteration 36Q: 3 clusters Score -550864.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -550871.625000 Penalty: 829.957825
	Iteration 37Q: 3 clusters Score -550871.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -550881.375000 Penalty: 829.957825
	Iteration 38Q: 3 clusters Score -550881.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -550888.312500 Penalty: 829.957825
	Iteration 39Q: 3 clusters Score -550888.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -550895.375000 Penalty: 829.957825
	Iteration 40F: 3 clusters Score -550895.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -550899.687500 Penalty: 829.957825
	Iteration 41Q: 3 clusters Score -550899.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -550904.562500 Penalty: 829.957825
	Iteration 42Q: 3 clusters Score -550904.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -550906.562500 Penalty: 829.957825
	Iteration 43Q: 3 clusters Score -550906.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -550908.562500 Penalty: 829.957825
	Iteration 44Q: 3 clusters Score -550908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -550910.750000 Penalty: 829.957825
	Iteration 45Q: 3 clusters Score -550910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -550911.687500 Penalty: 829.957825
	Iteration 46Q: 3 clusters Score -550911.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -550910.937500 Penalty: 829.957825
	Iteration 47Q: 3 clusters Score -550910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -550912.750000 Penalty: 829.957825
	Iteration 48Q: 3 clusters Score -550912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -550914.375000 Penalty: 829.957825
	Iteration 49Q: 3 clusters Score -550914.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -550916.875000 Penalty: 829.957825
	Iteration 50Q: 3 clusters Score -550916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -550918.687500 Penalty: 829.957825
	Iteration 51Q: 3 clusters Score -550918.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -550920.062500 Penalty: 829.957825
	Iteration 52Q: 3 clusters Score -550920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -550921.062500 Penalty: 829.957825
	Iteration 53Q: 3 clusters Score -550921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -550922.500000 Penalty: 829.957825
	Iteration 54Q: 3 clusters Score -550922.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -550924.250000 Penalty: 829.957825
	Iteration 55Q: 3 clusters Score -550924.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -550927.000000 Penalty: 829.957825
	Iteration 56Q: 3 clusters Score -550927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -550931.250000 Penalty: 829.957825
	Iteration 57Q: 3 clusters Score -550931.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -550933.687500 Penalty: 829.957825
	Iteration 58Q: 3 clusters Score -550933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -550935.625000 Penalty: 829.957825
	Iteration 59Q: 3 clusters Score -550935.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -550937.625000 Penalty: 829.957825
	Iteration 60F: 3 clusters Score -550937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -550937.875000 Penalty: 829.957825
	Iteration 61Q: 3 clusters Score -550937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -550938.562500 Penalty: 829.957825
	Iteration 62Q: 3 clusters Score -550938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -550939.562500 Penalty: 829.957825
	Iteration 63Q: 3 clusters Score -550939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -550940.875000 Penalty: 829.957825
	Iteration 64Q: 3 clusters Score -550940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -550941.562500 Penalty: 829.957825
	Iteration 65Q: 3 clusters Score -550941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -550942.437500 Penalty: 829.957825
	Iteration 66Q: 3 clusters Score -550942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -550944.375000 Penalty: 829.957825
	Iteration 67Q: 3 clusters Score -550944.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -550945.312500 Penalty: 829.957825
	Iteration 68Q: 3 clusters Score -550945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -550945.312500 Penalty: 829.957825
	Iteration 69Q: 3 clusters Score -550945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -550945.437500 Penalty: 829.957825
	Iteration 70Q: 3 clusters Score -550945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -550945.562500 Penalty: 829.957825
	Iteration 71Q: 3 clusters Score -550945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -550945.125000 Penalty: 829.957825
	Iteration 72Q: 3 clusters Score -550945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -550945.687500 Penalty: 829.957825
	Iteration 73Q: 3 clusters Score -550945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -550945.500000 Penalty: 829.957825
	Iteration 74Q: 3 clusters Score -550945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -550944.812500 Penalty: 829.957825
	Iteration 75Q: 3 clusters Score -550944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -550944.375000 Penalty: 829.957825
	Iteration 76Q: 3 clusters Score -550944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -550944.875000 Penalty: 829.957825
	Iteration 77Q: 3 clusters Score -550944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -550944.875000 Penalty: 829.957825
	Iteration 78F: 3 clusters Score -550944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -12879.538086 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -12879.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12563.899414 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12563.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12679.589844 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12679.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12711.044922 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12711.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12719.485352 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12719.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12727.461914 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -12727.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12731.030273 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -12731.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12731.609375 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -12731.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12732.338867 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -12732.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12732.338867 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -12732.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -30237.039062 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -30237.04 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 252 members 
Entering Unmasked Estep 
Score: -29741.439453 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -29741.44 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29915.519531 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -29915.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29972.001953 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -29972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30005.869141 Penalty: 568.219177
	Iteration 3F: 3 clusters Score -30005.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30028.199219 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -30028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30042.111328 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -30042.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30051.691406 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -30051.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30071.689453 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -30071.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30081.804688 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -30081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30085.556641 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -30085.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30087.634766 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -30087.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30089.867188 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -30089.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30093.576172 Penalty: 568.219177
	Iteration 12Q: 3 clusters Score -30093.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30097.755859 Penalty: 568.219177
	Iteration 13Q: 3 clusters Score -30097.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30102.451172 Penalty: 568.219177
	Iteration 14Q: 3 clusters Score -30102.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30109.037109 Penalty: 568.219177
	Iteration 15Q: 3 clusters Score -30109.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30111.226562 Penalty: 568.219177
	Iteration 16Q: 3 clusters Score -30111.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30114.515625 Penalty: 568.219177
	Iteration 17Q: 3 clusters Score -30114.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30116.107422 Penalty: 568.219177
	Iteration 18Q: 3 clusters Score -30116.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30120.041016 Penalty: 568.219177
	Iteration 19Q: 3 clusters Score -30120.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30127.294922 Penalty: 568.219177
	Iteration 20F: 3 clusters Score -30127.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30144.958984 Penalty: 568.219177
	Iteration 21Q: 3 clusters Score -30144.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30166.542969 Penalty: 568.219177
	Iteration 22Q: 3 clusters Score -30166.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30188.785156 Penalty: 568.219177
	Iteration 23Q: 3 clusters Score -30188.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30202.609375 Penalty: 568.219177
	Iteration 24Q: 3 clusters Score -30202.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30211.451172 Penalty: 568.219177
	Iteration 25Q: 3 clusters Score -30211.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30216.679688 Penalty: 568.219177
	Iteration 26Q: 3 clusters Score -30216.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30223.619141 Penalty: 568.219177
	Iteration 27Q: 3 clusters Score -30223.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30223.619141 Penalty: 568.219177
	Iteration 28F: 3 clusters Score -30223.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -51230.445312 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -51230.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50454.195312 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -50454.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50674.816406 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -50674.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -50745.824219 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -50745.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50795.773438 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -50795.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -50826.687500 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -50826.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -50857.277344 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -50857.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50886.234375 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -50886.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -50916.234375 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -50916.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -50933.386719 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -50933.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -50949.531250 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -50949.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -50965.796875 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -50965.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50991.574219 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -50991.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -51002.574219 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -51002.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -51008.539062 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -51008.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -51014.359375 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -51014.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -51018.695312 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -51018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -51020.320312 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -51020.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -51022.027344 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -51022.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -51022.675781 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -51022.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -51022.675781 Penalty: 618.612549
	Iteration 19F: 3 clusters Score -51022.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -65621.835938 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -65621.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64768.781250 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -64768.78 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65081.496094 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -65081.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -65146.660156 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -65146.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65209.156250 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -65209.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -65269.960938 Penalty: 636.113342
	Iteration 4F: 3 clusters Score -65269.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65326.378906 Penalty: 636.113342
	Iteration 5F: 3 clusters Score -65326.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -65377.734375 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -65377.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65426.011719 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -65426.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65466.335938 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -65466.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65493.953125 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -65493.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65511.652344 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -65511.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65525.531250 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -65525.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65537.218750 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -65537.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65550.968750 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -65550.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65562.242188 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -65562.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65571.351562 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -65571.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65575.296875 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -65575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -65578.640625 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -65578.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65584.320312 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -65584.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65588.046875 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -65588.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -65589.125000 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -65589.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65589.312500 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -65589.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -65589.648438 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -65589.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65590.546875 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -65590.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65590.812500 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -65590.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65590.812500 Penalty: 636.113342
	Iteration 25F: 3 clusters Score -65590.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Entering Unmasked Estep 
Score: -922356.812500 Penalty: 438.698853
	Iteration 0F: 2 clusters Score -922356.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -912113.750000 Penalty: 877.397705
	Iteration 0F: 3 clusters Score -912113.8 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -916369.750000 Penalty: 877.397705
	Iteration 1F: 3 clusters Score -916369.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -916759.937500 Penalty: 877.397705
	Iteration 2F: 3 clusters Score -916759.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -917297.812500 Penalty: 877.397705
	Iteration 3F: 3 clusters Score -917297.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -918090.187500 Penalty: 877.397705
	Iteration 4F: 3 clusters Score -918090.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -919027.750000 Penalty: 877.397705
	Iteration 5F: 3 clusters Score -919027.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -919658.312500 Penalty: 877.397705
	Iteration 6F: 3 clusters Score -919658.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -919942.312500 Penalty: 877.397705
	Iteration 7Q: 3 clusters Score -919942.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -920129.562500 Penalty: 877.397705
	Iteration 8Q: 3 clusters Score -920129.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -920343.625000 Penalty: 877.397705
	Iteration 9Q: 3 clusters Score -920343.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -920550.750000 Penalty: 877.397705
	Iteration 10Q: 3 clusters Score -920550.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -920723.562500 Penalty: 877.397705
	Iteration 11Q: 3 clusters Score -920723.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -920858.437500 Penalty: 877.397705
	Iteration 12Q: 3 clusters Score -920858.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -920974.500000 Penalty: 877.397705
	Iteration 13Q: 3 clusters Score -920974.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -921076.750000 Penalty: 877.397705
	Iteration 14Q: 3 clusters Score -921076.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -921162.750000 Penalty: 877.397705
	Iteration 15Q: 3 clusters Score -921162.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -921237.750000 Penalty: 877.397705
	Iteration 16Q: 3 clusters Score -921237.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -921287.312500 Penalty: 877.397705
	Iteration 17Q: 3 clusters Score -921287.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -921320.750000 Penalty: 877.397705
	Iteration 18Q: 3 clusters Score -921320.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -921343.750000 Penalty: 877.397705
	Iteration 19Q: 3 clusters Score -921343.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -921378.437500 Penalty: 877.397705
	Iteration 20F: 3 clusters Score -921378.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -921405.750000 Penalty: 877.397705
	Iteration 21Q: 3 clusters Score -921405.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -921427.437500 Penalty: 877.397705
	Iteration 22Q: 3 clusters Score -921427.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -921455.812500 Penalty: 877.397705
	Iteration 23Q: 3 clusters Score -921455.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -921475.750000 Penalty: 877.397705
	Iteration 24Q: 3 clusters Score -921475.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -921500.062500 Penalty: 877.397705
	Iteration 25Q: 3 clusters Score -921500.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -921521.687500 Penalty: 877.397705
	Iteration 26Q: 3 clusters Score -921521.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -921548.375000 Penalty: 877.397705
	Iteration 27Q: 3 clusters Score -921548.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -921570.937500 Penalty: 877.397705
	Iteration 28Q: 3 clusters Score -921570.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -921594.500000 Penalty: 877.397705
	Iteration 29Q: 3 clusters Score -921594.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -921621.625000 Penalty: 877.397705
	Iteration 30Q: 3 clusters Score -921621.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -921654.687500 Penalty: 877.397705
	Iteration 31Q: 3 clusters Score -921654.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -921687.125000 Penalty: 877.397705
	Iteration 32Q: 3 clusters Score -921687.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -921718.562500 Penalty: 877.397705
	Iteration 33Q: 3 clusters Score -921718.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -921758.875000 Penalty: 877.397705
	Iteration 34Q: 3 clusters Score -921758.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -921804.375000 Penalty: 877.397705
	Iteration 35Q: 3 clusters Score -921804.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -921837.312500 Penalty: 877.397705
	Iteration 36Q: 3 clusters Score -921837.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -921864.687500 Penalty: 877.397705
	Iteration 37Q: 3 clusters Score -921864.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -921895.187500 Penalty: 877.397705
	Iteration 38Q: 3 clusters Score -921895.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -921920.125000 Penalty: 877.397705
	Iteration 39Q: 3 clusters Score -921920.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -921935.437500 Penalty: 877.397705
	Iteration 40F: 3 clusters Score -921935.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -921946.562500 Penalty: 877.397705
	Iteration 41Q: 3 clusters Score -921946.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -921954.062500 Penalty: 877.397705
	Iteration 42Q: 3 clusters Score -921954.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -921967.437500 Penalty: 877.397705
	Iteration 43Q: 3 clusters Score -921967.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -921977.187500 Penalty: 877.397705
	Iteration 44Q: 3 clusters Score -921977.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -921986.875000 Penalty: 877.397705
	Iteration 45Q: 3 clusters Score -921986.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -921989.062500 Penalty: 877.397705
	Iteration 46Q: 3 clusters Score -921989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -921993.312500 Penalty: 877.397705
	Iteration 47Q: 3 clusters Score -921993.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -921996.312500 Penalty: 877.397705
	Iteration 48Q: 3 clusters Score -921996.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -922000.062500 Penalty: 877.397705
	Iteration 49Q: 3 clusters Score -922000.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -922003.312500 Penalty: 877.397705
	Iteration 50Q: 3 clusters Score -922003.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -922005.625000 Penalty: 877.397705
	Iteration 51Q: 3 clusters Score -922005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -922008.625000 Penalty: 877.397705
	Iteration 52Q: 3 clusters Score -922008.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -922010.937500 Penalty: 877.397705
	Iteration 53Q: 3 clusters Score -922010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -922013.937500 Penalty: 877.397705
	Iteration 54Q: 3 clusters Score -922013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -922012.062500 Penalty: 877.397705
	Iteration 55Q: 3 clusters Score -922012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -922014.000000 Penalty: 877.397705
	Iteration 56Q: 3 clusters Score -922014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -922016.125000 Penalty: 877.397705
	Iteration 57Q: 3 clusters Score -922016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -922017.125000 Penalty: 877.397705
	Iteration 58Q: 3 clusters Score -922017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -922016.687500 Penalty: 877.397705
	Iteration 59Q: 3 clusters Score -922016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -922017.250000 Penalty: 877.397705
	Iteration 60F: 3 clusters Score -922017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -922017.187500 Penalty: 877.397705
	Iteration 61Q: 3 clusters Score -922017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -922018.062500 Penalty: 877.397705
	Iteration 62Q: 3 clusters Score -922018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -922018.750000 Penalty: 877.397705
	Iteration 63Q: 3 clusters Score -922018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -922020.187500 Penalty: 877.397705
	Iteration 64Q: 3 clusters Score -922020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -922020.937500 Penalty: 877.397705
	Iteration 65Q: 3 clusters Score -922020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -922022.250000 Penalty: 877.397705
	Iteration 66Q: 3 clusters Score -922022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -922022.125000 Penalty: 877.397705
	Iteration 67Q: 3 clusters Score -922022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -922022.562500 Penalty: 877.397705
	Iteration 68Q: 3 clusters Score -922022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -922022.437500 Penalty: 877.397705
	Iteration 69Q: 3 clusters Score -922022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -922024.375000 Penalty: 877.397705
	Iteration 70Q: 3 clusters Score -922024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -922024.312500 Penalty: 877.397705
	Iteration 71Q: 3 clusters Score -922024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -922024.312500 Penalty: 877.397705
	Iteration 72Q: 3 clusters Score -922024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -922024.312500 Penalty: 877.397705
	Iteration 73F: 3 clusters Score -922024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -69056.132812 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -69056.13 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 624 members 
Entering Unmasked Estep 
Score: -68116.375000 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -68116.38 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68436.140625 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -68436.14 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68511.218750 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -68511.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -68553.156250 Penalty: 645.876953
	Iteration 3Q: 3 clusters Score -68553.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -68589.742188 Penalty: 645.876953
	Iteration 4Q: 3 clusters Score -68589.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68617.562500 Penalty: 645.876953
	Iteration 5Q: 3 clusters Score -68617.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -68646.125000 Penalty: 645.876953
	Iteration 6Q: 3 clusters Score -68646.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -68677.585938 Penalty: 645.876953
	Iteration 7Q: 3 clusters Score -68677.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -68700.273438 Penalty: 645.876953
	Iteration 8Q: 3 clusters Score -68700.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -68719.953125 Penalty: 645.876953
	Iteration 9Q: 3 clusters Score -68719.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -68732.453125 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -68732.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -68739.421875 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -68739.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -68751.726562 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -68751.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -68760.640625 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -68760.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -68768.023438 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -68768.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -68774.875000 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -68774.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -68780.695312 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -68780.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -68788.281250 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -68788.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -68792.546875 Penalty: 645.876953
	Iteration 18Q: 3 clusters Score -68792.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -68796.546875 Penalty: 645.876953
	Iteration 19Q: 3 clusters Score -68796.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -68799.367188 Penalty: 645.876953
	Iteration 20F: 3 clusters Score -68799.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -68801.343750 Penalty: 645.876953
	Iteration 21Q: 3 clusters Score -68801.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -68805.406250 Penalty: 645.876953
	Iteration 22Q: 3 clusters Score -68805.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -68808.281250 Penalty: 645.876953
	Iteration 23Q: 3 clusters Score -68808.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -68814.242188 Penalty: 645.876953
	Iteration 24Q: 3 clusters Score -68814.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -68828.820312 Penalty: 645.876953
	Iteration 25Q: 3 clusters Score -68828.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -68835.718750 Penalty: 645.876953
	Iteration 26Q: 3 clusters Score -68835.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -68840.187500 Penalty: 645.876953
	Iteration 27Q: 3 clusters Score -68840.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -68842.601562 Penalty: 645.876953
	Iteration 28Q: 3 clusters Score -68842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -68843.500000 Penalty: 645.876953
	Iteration 29Q: 3 clusters Score -68843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -68843.984375 Penalty: 645.876953
	Iteration 30Q: 3 clusters Score -68843.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -68843.984375 Penalty: 645.876953
	Iteration 31F: 3 clusters Score -68843.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10018.908203 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10018.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9754.747070 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9754.747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9906.979492 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9906.979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10007.175781 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10007.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10026.271484 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10026.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10039.924805 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10039.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10042.721680 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10042.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10046.494141 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10046.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10049.936523 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10049.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10051.372070 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10051.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10052.045898 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -10052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10052.045898 Penalty: 485.277405
	Iteration 10F: 3 clusters Score -10052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 111 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 96 members 
Entering Unmasked Estep 
Score: -58207028.000000 Penalty: 52866.046875
Splitting cluster 27 changes total score from -58207324.000000 to -58207028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18553.595703 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18215.435547 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18215.44 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18304.238281 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18304.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18328.218750 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18328.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18339.023438 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -18339.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18344.550781 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18344.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18362.427734 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -18362.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18374.166016 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -18374.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18380.669922 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -18380.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18383.949219 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -18383.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18384.599609 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -18384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18384.599609 Penalty: 521.439087
	Iteration 10F: 3 clusters Score -18384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11319.861328 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11319.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11048.963867 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11048.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11101.436523 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11101.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11113.732422 Penalty: 478.904785
	Iteration 2Q: 3 clusters Score -11113.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11122.083984 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -11122.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11124.566406 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11124.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11124.566406 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -11124.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -28142.238281 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -28142.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27675.539062 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27675.54 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27804.443359 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27804.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27833.718750 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27833.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27856.074219 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -27856.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27885.068359 Penalty: 556.345093
	Iteration 4F: 3 clusters Score -27885.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27909.931641 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27909.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27933.804688 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27933.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27955.464844 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27955.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27960.908203 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -27960.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27968.560547 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -27968.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27973.537109 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -27973.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27975.656250 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -27975.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27979.275391 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -27979.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27985.822266 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -27985.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27996.482422 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -27996.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28006.208984 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -28006.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28009.865234 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -28009.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28012.906250 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -28012.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28017.230469 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -28017.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28024.451172 Penalty: 556.345093
	Iteration 19Q: 3 clusters Score -28024.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28035.677734 Penalty: 556.345093
	Iteration 20F: 3 clusters Score -28035.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28042.064453 Penalty: 556.345093
	Iteration 21Q: 3 clusters Score -28042.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28051.337891 Penalty: 556.345093
	Iteration 22Q: 3 clusters Score -28051.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28059.150391 Penalty: 556.345093
	Iteration 23Q: 3 clusters Score -28059.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28079.253906 Penalty: 556.345093
	Iteration 24Q: 3 clusters Score -28079.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28097.330078 Penalty: 556.345093
	Iteration 25Q: 3 clusters Score -28097.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28107.769531 Penalty: 556.345093
	Iteration 26Q: 3 clusters Score -28107.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28115.904297 Penalty: 556.345093
	Iteration 27Q: 3 clusters Score -28115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28120.986328 Penalty: 556.345093
	Iteration 28Q: 3 clusters Score -28120.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28121.906250 Penalty: 556.345093
	Iteration 29Q: 3 clusters Score -28121.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28123.197266 Penalty: 556.345093
	Iteration 30Q: 3 clusters Score -28123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28123.197266 Penalty: 556.345093
	Iteration 31F: 3 clusters Score -28123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -763811.937500 Penalty: 429.866852
	Iteration 0F: 2 clusters Score -763811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -755305.375000 Penalty: 859.733704
	Iteration 0F: 3 clusters Score -755305.4 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -758761.375000 Penalty: 859.733704
	Iteration 1F: 3 clusters Score -758761.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -759076.500000 Penalty: 859.733704
	Iteration 2F: 3 clusters Score -759076.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -759436.812500 Penalty: 859.733704
	Iteration 3F: 3 clusters Score -759436.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -759897.875000 Penalty: 859.733704
	Iteration 4F: 3 clusters Score -759897.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -760460.125000 Penalty: 859.733704
	Iteration 5F: 3 clusters Score -760460.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -761027.562500 Penalty: 859.733704
	Iteration 6F: 3 clusters Score -761027.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -761520.125000 Penalty: 859.733704
	Iteration 7F: 3 clusters Score -761520.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -761828.812500 Penalty: 859.733704
	Iteration 8Q: 3 clusters Score -761828.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -762009.750000 Penalty: 859.733704
	Iteration 9Q: 3 clusters Score -762009.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -762127.062500 Penalty: 859.733704
	Iteration 10Q: 3 clusters Score -762127.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -762222.500000 Penalty: 859.733704
	Iteration 11Q: 3 clusters Score -762222.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -762307.000000 Penalty: 859.733704
	Iteration 12Q: 3 clusters Score -762307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -762403.437500 Penalty: 859.733704
	Iteration 13Q: 3 clusters Score -762403.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -762496.687500 Penalty: 859.733704
	Iteration 14Q: 3 clusters Score -762496.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -762590.812500 Penalty: 859.733704
	Iteration 15Q: 3 clusters Score -762590.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -762675.687500 Penalty: 859.733704
	Iteration 16Q: 3 clusters Score -762675.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -762753.687500 Penalty: 859.733704
	Iteration 17Q: 3 clusters Score -762753.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -762817.937500 Penalty: 859.733704
	Iteration 18Q: 3 clusters Score -762817.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -762864.250000 Penalty: 859.733704
	Iteration 19Q: 3 clusters Score -762864.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -762918.187500 Penalty: 859.733704
	Iteration 20F: 3 clusters Score -762918.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -762974.812500 Penalty: 859.733704
	Iteration 21Q: 3 clusters Score -762974.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -763016.375000 Penalty: 859.733704
	Iteration 22Q: 3 clusters Score -763016.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -763040.625000 Penalty: 859.733704
	Iteration 23Q: 3 clusters Score -763040.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -763058.250000 Penalty: 859.733704
	Iteration 24Q: 3 clusters Score -763058.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -763074.937500 Penalty: 859.733704
	Iteration 25Q: 3 clusters Score -763074.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -763091.875000 Penalty: 859.733704
	Iteration 26Q: 3 clusters Score -763091.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -763104.750000 Penalty: 859.733704
	Iteration 27Q: 3 clusters Score -763104.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -763121.187500 Penalty: 859.733704
	Iteration 28Q: 3 clusters Score -763121.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -763134.187500 Penalty: 859.733704
	Iteration 29Q: 3 clusters Score -763134.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -763146.437500 Penalty: 859.733704
	Iteration 30Q: 3 clusters Score -763146.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -763154.687500 Penalty: 859.733704
	Iteration 31Q: 3 clusters Score -763154.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -763161.000000 Penalty: 859.733704
	Iteration 32Q: 3 clusters Score -763161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -763168.375000 Penalty: 859.733704
	Iteration 33Q: 3 clusters Score -763168.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -763175.937500 Penalty: 859.733704
	Iteration 34Q: 3 clusters Score -763175.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -763181.812500 Penalty: 859.733704
	Iteration 35Q: 3 clusters Score -763181.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -763187.812500 Penalty: 859.733704
	Iteration 36Q: 3 clusters Score -763187.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -763192.500000 Penalty: 859.733704
	Iteration 37Q: 3 clusters Score -763192.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -763202.687500 Penalty: 859.733704
	Iteration 38Q: 3 clusters Score -763202.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -763207.375000 Penalty: 859.733704
	Iteration 39Q: 3 clusters Score -763207.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -763219.312500 Penalty: 859.733704
	Iteration 40F: 3 clusters Score -763219.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -763239.312500 Penalty: 859.733704
	Iteration 41Q: 3 clusters Score -763239.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -763262.125000 Penalty: 859.733704
	Iteration 42Q: 3 clusters Score -763262.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -763288.687500 Penalty: 859.733704
	Iteration 43Q: 3 clusters Score -763288.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -763311.625000 Penalty: 859.733704
	Iteration 44Q: 3 clusters Score -763311.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -763330.125000 Penalty: 859.733704
	Iteration 45Q: 3 clusters Score -763330.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -763351.000000 Penalty: 859.733704
	Iteration 46Q: 3 clusters Score -763351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -763364.000000 Penalty: 859.733704
	Iteration 47Q: 3 clusters Score -763364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -763383.375000 Penalty: 859.733704
	Iteration 48Q: 3 clusters Score -763383.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -763396.625000 Penalty: 859.733704
	Iteration 49Q: 3 clusters Score -763396.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -763410.625000 Penalty: 859.733704
	Iteration 50Q: 3 clusters Score -763410.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -763420.562500 Penalty: 859.733704
	Iteration 51Q: 3 clusters Score -763420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -763426.937500 Penalty: 859.733704
	Iteration 52Q: 3 clusters Score -763426.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -763430.812500 Penalty: 859.733704
	Iteration 53Q: 3 clusters Score -763430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -763434.500000 Penalty: 859.733704
	Iteration 54Q: 3 clusters Score -763434.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -763436.812500 Penalty: 859.733704
	Iteration 55Q: 3 clusters Score -763436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -763440.562500 Penalty: 859.733704
	Iteration 56Q: 3 clusters Score -763440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -763446.875000 Penalty: 859.733704
	Iteration 57Q: 3 clusters Score -763446.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -763450.312500 Penalty: 859.733704
	Iteration 58Q: 3 clusters Score -763450.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -763451.937500 Penalty: 859.733704
	Iteration 59Q: 3 clusters Score -763451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -763458.125000 Penalty: 859.733704
	Iteration 60F: 3 clusters Score -763458.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -763461.437500 Penalty: 859.733704
	Iteration 61Q: 3 clusters Score -763461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -763468.500000 Penalty: 859.733704
	Iteration 62Q: 3 clusters Score -763468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -763472.437500 Penalty: 859.733704
	Iteration 63Q: 3 clusters Score -763472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -763477.375000 Penalty: 859.733704
	Iteration 64Q: 3 clusters Score -763477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -763479.625000 Penalty: 859.733704
	Iteration 65Q: 3 clusters Score -763479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -763481.875000 Penalty: 859.733704
	Iteration 66Q: 3 clusters Score -763481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -763483.187500 Penalty: 859.733704
	Iteration 67Q: 3 clusters Score -763483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -763486.875000 Penalty: 859.733704
	Iteration 68Q: 3 clusters Score -763486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -763490.312500 Penalty: 859.733704
	Iteration 69Q: 3 clusters Score -763490.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -763492.562500 Penalty: 859.733704
	Iteration 70Q: 3 clusters Score -763492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -763494.562500 Penalty: 859.733704
	Iteration 71Q: 3 clusters Score -763494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -763495.125000 Penalty: 859.733704
	Iteration 72Q: 3 clusters Score -763495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -763495.562500 Penalty: 859.733704
	Iteration 73Q: 3 clusters Score -763495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -763496.187500 Penalty: 859.733704
	Iteration 74Q: 3 clusters Score -763496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -763498.500000 Penalty: 859.733704
	Iteration 75Q: 3 clusters Score -763498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -763499.250000 Penalty: 859.733704
	Iteration 76Q: 3 clusters Score -763499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -763499.562500 Penalty: 859.733704
	Iteration 77Q: 3 clusters Score -763499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -763502.937500 Penalty: 859.733704
	Iteration 78Q: 3 clusters Score -763502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -763505.312500 Penalty: 859.733704
	Iteration 79Q: 3 clusters Score -763505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -763507.000000 Penalty: 859.733704
	Iteration 80F: 3 clusters Score -763507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -763508.812500 Penalty: 859.733704
	Iteration 81Q: 3 clusters Score -763508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -763508.250000 Penalty: 859.733704
	Iteration 82Q: 3 clusters Score -763508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -763508.250000 Penalty: 859.733704
	Iteration 83F: 3 clusters Score -763508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -136566.187500 Penalty: 358.057800
	Iteration 0F: 2 clusters Score -136566.2 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 1273 members 
Entering Unmasked Estep 
Score: -134728.109375 Penalty: 716.115601
	Iteration 0F: 3 clusters Score -134728.1 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -135516.406250 Penalty: 716.115601
	Iteration 1F: 3 clusters Score -135516.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -135740.875000 Penalty: 716.115601
	Iteration 2F: 3 clusters Score -135740.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135903.625000 Penalty: 716.115601
	Iteration 3F: 3 clusters Score -135903.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135995.859375 Penalty: 716.115601
	Iteration 4F: 3 clusters Score -135995.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136062.718750 Penalty: 716.115601
	Iteration 5Q: 3 clusters Score -136062.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136114.406250 Penalty: 716.115601
	Iteration 6Q: 3 clusters Score -136114.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -136145.000000 Penalty: 716.115601
	Iteration 7Q: 3 clusters Score -136145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -136174.437500 Penalty: 716.115601
	Iteration 8Q: 3 clusters Score -136174.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136204.937500 Penalty: 716.115601
	Iteration 9Q: 3 clusters Score -136204.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136231.828125 Penalty: 716.115601
	Iteration 10Q: 3 clusters Score -136231.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136250.156250 Penalty: 716.115601
	Iteration 11Q: 3 clusters Score -136250.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -136275.968750 Penalty: 716.115601
	Iteration 12Q: 3 clusters Score -136276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136296.296875 Penalty: 716.115601
	Iteration 13Q: 3 clusters Score -136296.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136309.015625 Penalty: 716.115601
	Iteration 14Q: 3 clusters Score -136309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136318.734375 Penalty: 716.115601
	Iteration 15Q: 3 clusters Score -136318.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136324.843750 Penalty: 716.115601
	Iteration 16Q: 3 clusters Score -136324.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136327.906250 Penalty: 716.115601
	Iteration 17Q: 3 clusters Score -136327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136330.328125 Penalty: 716.115601
	Iteration 18Q: 3 clusters Score -136330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136331.562500 Penalty: 716.115601
	Iteration 19Q: 3 clusters Score -136331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136333.468750 Penalty: 716.115601
	Iteration 20F: 3 clusters Score -136333.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136336.296875 Penalty: 716.115601
	Iteration 21Q: 3 clusters Score -136336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -136341.062500 Penalty: 716.115601
	Iteration 22Q: 3 clusters Score -136341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136343.343750 Penalty: 716.115601
	Iteration 23Q: 3 clusters Score -136343.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136346.187500 Penalty: 716.115601
	Iteration 24Q: 3 clusters Score -136346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136346.937500 Penalty: 716.115601
	Iteration 25Q: 3 clusters Score -136346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136347.140625 Penalty: 716.115601
	Iteration 26Q: 3 clusters Score -136347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136347.703125 Penalty: 716.115601
	Iteration 27Q: 3 clusters Score -136347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136349.046875 Penalty: 716.115601
	Iteration 28Q: 3 clusters Score -136349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136353.078125 Penalty: 716.115601
	Iteration 29Q: 3 clusters Score -136353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136358.687500 Penalty: 716.115601
	Iteration 30Q: 3 clusters Score -136358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136362.453125 Penalty: 716.115601
	Iteration 31Q: 3 clusters Score -136362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136363.796875 Penalty: 716.115601
	Iteration 32Q: 3 clusters Score -136363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136365.578125 Penalty: 716.115601
	Iteration 33Q: 3 clusters Score -136365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136366.140625 Penalty: 716.115601
	Iteration 34Q: 3 clusters Score -136366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136366.890625 Penalty: 716.115601
	Iteration 35Q: 3 clusters Score -136366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136367.437500 Penalty: 716.115601
	Iteration 36Q: 3 clusters Score -136367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136367.640625 Penalty: 716.115601
	Iteration 37Q: 3 clusters Score -136367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136367.640625 Penalty: 716.115601
	Iteration 38F: 3 clusters Score -136367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10558.410156 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10558.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10282.975586 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10282.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10372.502930 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10372.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10408.184570 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10408.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10448.643555 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -10448.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10465.662109 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10465.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10486.715820 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10486.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10498.618164 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10498.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10506.258789 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10506.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10508.434570 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10508.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10508.434570 Penalty: 483.052338
	Iteration 9F: 3 clusters Score -10508.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -40276.890625 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -40276.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39679.437500 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -39679.44 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39894.898438 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -39894.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39995.117188 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -39995.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40075.671875 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -40075.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40131.375000 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -40131.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40160.562500 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -40160.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40175.160156 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -40175.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40196.789062 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -40196.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40234.921875 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -40234.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40273.089844 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -40273.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40311.820312 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -40311.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40341.703125 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -40341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40353.035156 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -40353.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40358.238281 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -40358.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40374.484375 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -40374.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40389.750000 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -40389.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40408.363281 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -40408.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40416.648438 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -40416.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40419.929688 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -40419.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40422.906250 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -40422.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40426.324219 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -40426.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40426.488281 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -40426.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40426.714844 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -40426.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40426.714844 Penalty: 598.458740
	Iteration 23F: 3 clusters Score -40426.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 468 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 250 members 
Entering Unmasked Estep 
Score: -58207160.000000 Penalty: 52866.046875
Splitting cluster 34 changes total score from -58207324.000000 to -58207160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -8268.606445 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -8268.606 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 122 members 
Entering Unmasked Estep 
Score: -7971.559082 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -7971.559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8103.767578 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -8103.768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8133.831543 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -8133.832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8151.687500 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -8151.688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8163.443359 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -8163.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8167.821289 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -8167.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8169.488770 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -8169.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8169.488770 Penalty: 506.022034
	Iteration 7F: 3 clusters Score -8169.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -892006.000000 Penalty: 436.572083
	Iteration 0F: 2 clusters Score -892006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -882145.875000 Penalty: 873.144165
	Iteration 0F: 3 clusters Score -882145.9 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -886212.437500 Penalty: 873.144165
	Iteration 1F: 3 clusters Score -886212.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -886555.812500 Penalty: 873.144165
	Iteration 2F: 3 clusters Score -886555.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -887124.875000 Penalty: 873.144165
	Iteration 3F: 3 clusters Score -887124.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -888035.625000 Penalty: 873.144165
	Iteration 4F: 3 clusters Score -888035.6 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -889243.375000 Penalty: 873.144165
	Iteration 5F: 3 clusters Score -889243.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -890300.562500 Penalty: 873.144165
	Iteration 6F: 3 clusters Score -890300.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -891013.375000 Penalty: 873.144165
	Iteration 7F: 3 clusters Score -891013.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -891380.875000 Penalty: 873.144165
	Iteration 8Q: 3 clusters Score -891380.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -891555.750000 Penalty: 873.144165
	Iteration 9Q: 3 clusters Score -891555.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -891683.812500 Penalty: 873.144165
	Iteration 10Q: 3 clusters Score -891683.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -891800.687500 Penalty: 873.144165
	Iteration 11Q: 3 clusters Score -891800.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -891844.500000 Penalty: 873.144165
	Iteration 12Q: 3 clusters Score -891844.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -891862.937500 Penalty: 873.144165
	Iteration 13Q: 3 clusters Score -891862.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -891864.500000 Penalty: 873.144165
	Iteration 14Q: 3 clusters Score -891864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -891865.312500 Penalty: 873.144165
	Iteration 15Q: 3 clusters Score -891865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -891867.312500 Penalty: 873.144165
	Iteration 16Q: 3 clusters Score -891867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -891869.125000 Penalty: 873.144165
	Iteration 17Q: 3 clusters Score -891869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -891870.187500 Penalty: 873.144165
	Iteration 18Q: 3 clusters Score -891870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -891871.750000 Penalty: 873.144165
	Iteration 19Q: 3 clusters Score -891871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -891873.187500 Penalty: 873.144165
	Iteration 20F: 3 clusters Score -891873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -891875.312500 Penalty: 873.144165
	Iteration 21Q: 3 clusters Score -891875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -891875.625000 Penalty: 873.144165
	Iteration 22Q: 3 clusters Score -891875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -891874.500000 Penalty: 873.144165
	Iteration 23Q: 3 clusters Score -891874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -891874.500000 Penalty: 873.144165
	Iteration 24F: 3 clusters Score -891874.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -196369.953125 Penalty: 368.363617
	Iteration 0F: 2 clusters Score -196370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -194123.546875 Penalty: 736.727234
	Iteration 0F: 3 clusters Score -194123.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -195062.906250 Penalty: 736.727234
	Iteration 1F: 3 clusters Score -195062.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -195260.218750 Penalty: 736.727234
	Iteration 2F: 3 clusters Score -195260.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -195480.500000 Penalty: 736.727234
	Iteration 3F: 3 clusters Score -195480.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195679.187500 Penalty: 736.727234
	Iteration 4F: 3 clusters Score -195679.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -195877.578125 Penalty: 736.727234
	Iteration 5F: 3 clusters Score -195877.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -196010.687500 Penalty: 736.727234
	Iteration 6Q: 3 clusters Score -196010.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -196103.125000 Penalty: 736.727234
	Iteration 7Q: 3 clusters Score -196103.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196154.203125 Penalty: 736.727234
	Iteration 8Q: 3 clusters Score -196154.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -196176.281250 Penalty: 736.727234
	Iteration 9Q: 3 clusters Score -196176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -196194.890625 Penalty: 736.727234
	Iteration 10Q: 3 clusters Score -196194.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -196208.656250 Penalty: 736.727234
	Iteration 11Q: 3 clusters Score -196208.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -196222.921875 Penalty: 736.727234
	Iteration 12Q: 3 clusters Score -196222.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -196227.312500 Penalty: 736.727234
	Iteration 13Q: 3 clusters Score -196227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -196228.125000 Penalty: 736.727234
	Iteration 14Q: 3 clusters Score -196228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -196229.718750 Penalty: 736.727234
	Iteration 15Q: 3 clusters Score -196229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -196230.515625 Penalty: 736.727234
	Iteration 16Q: 3 clusters Score -196230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -196231.687500 Penalty: 736.727234
	Iteration 17Q: 3 clusters Score -196231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -196233.281250 Penalty: 736.727234
	Iteration 18Q: 3 clusters Score -196233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -196234.031250 Penalty: 736.727234
	Iteration 19Q: 3 clusters Score -196234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -196234.156250 Penalty: 736.727234
	Iteration 20F: 3 clusters Score -196234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -196234.328125 Penalty: 736.727234
	Iteration 21Q: 3 clusters Score -196234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -196234.843750 Penalty: 736.727234
	Iteration 22Q: 3 clusters Score -196234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -196235.421875 Penalty: 736.727234
	Iteration 23Q: 3 clusters Score -196235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -196236.531250 Penalty: 736.727234
	Iteration 24Q: 3 clusters Score -196236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -196236.875000 Penalty: 736.727234
	Iteration 25Q: 3 clusters Score -196236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -196236.875000 Penalty: 736.727234
	Iteration 26F: 3 clusters Score -196236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -4887.421875 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -4887.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4632.163574 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -4632.164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4682.120117 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -4682.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4702.284668 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -4702.285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4709.971191 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -4709.971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4724.355469 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -4724.355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4753.156738 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -4753.157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4780.892090 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -4780.892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4811.771484 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -4811.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4829.233887 Penalty: 449.689453
	Iteration 8Q: 3 clusters Score -4829.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4836.292969 Penalty: 449.689453
	Iteration 9Q: 3 clusters Score -4836.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4837.017578 Penalty: 449.689453
	Iteration 10Q: 3 clusters Score -4837.018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4837.017578 Penalty: 449.689453
	Iteration 11F: 3 clusters Score -4837.018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10116.648438 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10116.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9885.783203 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9885.783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9984.618164 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9984.618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10033.857422 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10033.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10062.003906 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -10062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10073.380859 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10073.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10076.180664 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10076.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10078.001953 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10078.001953 Penalty: 482.600739
	Iteration 7F: 3 clusters Score -10078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16812.789062 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16812.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16520.300781 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -16520.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16666.058594 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -16666.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16717.763672 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16717.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16742.933594 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16742.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16758.568359 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16758.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16771.361328 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16771.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16778.187500 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16778.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16779.318359 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16779.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16779.318359 Penalty: 511.456482
	Iteration 8F: 3 clusters Score -16779.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -15804.361328 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -15804.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15497.793945 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -15497.79 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15618.854492 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -15618.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15662.200195 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -15662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15703.833984 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -15703.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15722.517578 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -15722.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15741.106445 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -15741.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15758.583008 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -15758.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15790.130859 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -15790.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15820.375000 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -15820.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15837.418945 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -15837.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15839.791992 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -15839.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15839.791992 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -15839.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 125 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 137 members 
Entering Unmasked Estep 
Score: -58207028.000000 Penalty: 52866.046875
Splitting cluster 41 changes total score from -58207324.000000 to -58207028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5205.508789 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5205.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5008.225586 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5008.226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5038.909668 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5038.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5047.972656 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5047.973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5058.089355 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5058.089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5074.409180 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -5074.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5074.409180 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -5074.409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -356124.843750 Penalty: 396.197998
	Iteration 0F: 2 clusters Score -356124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -352117.968750 Penalty: 792.395996
	Iteration 0F: 3 clusters Score -352118 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -353830.625000 Penalty: 792.395996
	Iteration 1F: 3 clusters Score -353830.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -354087.562500 Penalty: 792.395996
	Iteration 2F: 3 clusters Score -354087.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -354368.906250 Penalty: 792.395996
	Iteration 3F: 3 clusters Score -354368.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -354657.125000 Penalty: 792.395996
	Iteration 4F: 3 clusters Score -354657.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -354917.812500 Penalty: 792.395996
	Iteration 5F: 3 clusters Score -354917.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -355198.718750 Penalty: 792.395996
	Iteration 6Q: 3 clusters Score -355198.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -355433.687500 Penalty: 792.395996
	Iteration 7Q: 3 clusters Score -355433.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -355612.593750 Penalty: 792.395996
	Iteration 8Q: 3 clusters Score -355612.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -355718.468750 Penalty: 792.395996
	Iteration 9Q: 3 clusters Score -355718.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -355786.906250 Penalty: 792.395996
	Iteration 10Q: 3 clusters Score -355786.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -355808.937500 Penalty: 792.395996
	Iteration 11Q: 3 clusters Score -355808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -355815.531250 Penalty: 792.395996
	Iteration 12Q: 3 clusters Score -355815.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -355825.406250 Penalty: 792.395996
	Iteration 13Q: 3 clusters Score -355825.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -355838.250000 Penalty: 792.395996
	Iteration 14Q: 3 clusters Score -355838.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -355846.500000 Penalty: 792.395996
	Iteration 15Q: 3 clusters Score -355846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -355851.468750 Penalty: 792.395996
	Iteration 16Q: 3 clusters Score -355851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -355854.500000 Penalty: 792.395996
	Iteration 17Q: 3 clusters Score -355854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -355855.531250 Penalty: 792.395996
	Iteration 18Q: 3 clusters Score -355855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -355857.281250 Penalty: 792.395996
	Iteration 19Q: 3 clusters Score -355857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -355857.718750 Penalty: 792.395996
	Iteration 20F: 3 clusters Score -355857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -355858.531250 Penalty: 792.395996
	Iteration 21Q: 3 clusters Score -355858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -355859.500000 Penalty: 792.395996
	Iteration 22Q: 3 clusters Score -355859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -355861.500000 Penalty: 792.395996
	Iteration 23Q: 3 clusters Score -355861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -355863.218750 Penalty: 792.395996
	Iteration 24Q: 3 clusters Score -355863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -355865.843750 Penalty: 792.395996
	Iteration 25Q: 3 clusters Score -355865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -355868.093750 Penalty: 792.395996
	Iteration 26Q: 3 clusters Score -355868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -355869.968750 Penalty: 792.395996
	Iteration 27Q: 3 clusters Score -355870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -355873.718750 Penalty: 792.395996
	Iteration 28Q: 3 clusters Score -355873.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -355877.812500 Penalty: 792.395996
	Iteration 29Q: 3 clusters Score -355877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -355884.687500 Penalty: 792.395996
	Iteration 30Q: 3 clusters Score -355884.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -355891.937500 Penalty: 792.395996
	Iteration 31Q: 3 clusters Score -355891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -355900.593750 Penalty: 792.395996
	Iteration 32Q: 3 clusters Score -355900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -355907.187500 Penalty: 792.395996
	Iteration 33Q: 3 clusters Score -355907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -355913.125000 Penalty: 792.395996
	Iteration 34Q: 3 clusters Score -355913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -355917.250000 Penalty: 792.395996
	Iteration 35Q: 3 clusters Score -355917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -355922.875000 Penalty: 792.395996
	Iteration 36Q: 3 clusters Score -355922.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -355927.312500 Penalty: 792.395996
	Iteration 37Q: 3 clusters Score -355927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -355930.562500 Penalty: 792.395996
	Iteration 38Q: 3 clusters Score -355930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -355933.468750 Penalty: 792.395996
	Iteration 39Q: 3 clusters Score -355933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -355936.718750 Penalty: 792.395996
	Iteration 40F: 3 clusters Score -355936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -355939.031250 Penalty: 792.395996
	Iteration 41Q: 3 clusters Score -355939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -355939.531250 Penalty: 792.395996
	Iteration 42Q: 3 clusters Score -355939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -355940.250000 Penalty: 792.395996
	Iteration 43Q: 3 clusters Score -355940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -355940.281250 Penalty: 792.395996
	Iteration 44Q: 3 clusters Score -355940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -355940.281250 Penalty: 792.395996
	Iteration 45F: 3 clusters Score -355940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -40901.214844 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -40901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40323.960938 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40323.96 nChanged 264
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: -40577.746094 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40577.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40642.914062 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40642.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40685.671875 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40685.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40707.683594 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -40707.68 nChanged 17
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: -40722.699219 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40722.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40731.468750 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40731.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40736.066406 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40736.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40742.171875 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40742.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40749.445312 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40749.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40765.441406 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40765.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40794.335938 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40794.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40827.011719 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -40827.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40849.570312 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -40849.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40865.152344 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -40865.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40881.089844 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -40881.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40894.105469 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -40894.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40895.832031 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -40895.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40896.343750 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -40896.34 nChanged 1
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: -40896.398438 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -40896.4 nChanged 0
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: -40896.398438 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -40896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -4001.847412 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -4001.847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3824.904297 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3824.904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3865.230713 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3865.231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3890.896973 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3890.897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3925.666992 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -3925.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3927.095215 Penalty: 392.891418
	Iteration 4Q: 3 clusters Score -3927.095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3935.854004 Penalty: 392.891418
	Iteration 5Q: 3 clusters Score -3935.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3948.470947 Penalty: 392.891418
	Iteration 6Q: 3 clusters Score -3948.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3950.626953 Penalty: 392.891418
	Iteration 7Q: 3 clusters Score -3950.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3959.868896 Penalty: 392.891418
	Iteration 8Q: 3 clusters Score -3959.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3970.580322 Penalty: 392.891418
	Iteration 9Q: 3 clusters Score -3970.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3970.580322 Penalty: 392.891418
	Iteration 10F: 3 clusters Score -3970.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -120311.765625 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -120311.8 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 970 members 
Entering Unmasked Estep 
Score: -118844.429688 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -118844.4 nChanged 876
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: -119468.585938 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -119468.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -119607.835938 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -119607.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119700.492188 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -119700.5 nChanged 98
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: -119774.312500 Penalty: 691.088684
	Iteration 4Q: 3 clusters Score -119774.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119827.804688 Penalty: 691.088684
	Iteration 5Q: 3 clusters Score -119827.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119869.734375 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -119869.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119919.578125 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -119919.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119958.171875 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -119958.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -119997.882812 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -119997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -120016.851562 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -120016.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -120028.906250 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -120028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120036.406250 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -120036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -120040.273438 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -120040.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -120044.117188 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -120044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120051.148438 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -120051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120054.726562 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -120054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -120056.328125 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -120056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -120056.507812 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -120056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -120056.812500 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -120056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -120057.312500 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -120057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -6007.985840 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -6007.986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5791.354980 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5791.355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5894.162109 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5894.162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5945.961426 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5945.961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5970.236816 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5970.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5990.376953 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5990.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5991.749512 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5991.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5994.195801 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -5994.196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5997.255859 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -5997.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6000.173340 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -6000.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6008.802734 Penalty: 430.192291
	Iteration 9Q: 3 clusters Score -6008.803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6016.708496 Penalty: 430.192291
	Iteration 10Q: 3 clusters Score -6016.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6025.192871 Penalty: 430.192291
	Iteration 11F: 3 clusters Score -6025.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6081.344238 Penalty: 430.192291
	Iteration 12Q: 3 clusters Score -6081.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6081.344238 Penalty: 430.192291
	Iteration 13F: 3 clusters Score -6081.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 61 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 252 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 52 members 
Entering Unmasked Estep 
Score: -58207012.000000 Penalty: 52866.046875
Splitting cluster 47 changes total score from -58207324.000000 to -58207012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -21517.878906 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -21517.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21132.500000 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -21132.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21262.087891 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -21262.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21332.501953 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -21332.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21361.035156 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -21361.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21381.607422 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -21381.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21394.103516 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -21394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21403.162109 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -21403.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21408.783203 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -21408.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21410.621094 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -21410.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21413.080078 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -21413.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21413.080078 Penalty: 530.434082
	Iteration 10F: 3 clusters Score -21413.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6812.830078 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6812.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6579.395020 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -6579.395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6615.263672 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -6615.264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6621.229980 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -6621.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6624.474609 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -6624.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6627.523926 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -6627.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6634.668457 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -6634.668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6635.978516 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -6635.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6635.978516 Penalty: 434.900208
	Iteration 7F: 3 clusters Score -6635.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -46172.156250 Penalty: 301.213348
	Iteration 0F: 2 clusters Score -46172.16 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 359 members 
Entering Unmasked Estep 
Score: -45534.007812 Penalty: 602.426697
	Iteration 0F: 3 clusters Score -45534.01 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45719.550781 Penalty: 602.426697
	Iteration 1F: 3 clusters Score -45719.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45787.203125 Penalty: 602.426697
	Iteration 2F: 3 clusters Score -45787.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45831.308594 Penalty: 602.426697
	Iteration 3F: 3 clusters Score -45831.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45882.753906 Penalty: 602.426697
	Iteration 4F: 3 clusters Score -45882.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45930.207031 Penalty: 602.426697
	Iteration 5F: 3 clusters Score -45930.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45964.527344 Penalty: 602.426697
	Iteration 6F: 3 clusters Score -45964.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45987.023438 Penalty: 602.426697
	Iteration 7Q: 3 clusters Score -45987.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46019.746094 Penalty: 602.426697
	Iteration 8Q: 3 clusters Score -46019.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46046.855469 Penalty: 602.426697
	Iteration 9Q: 3 clusters Score -46046.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46054.839844 Penalty: 602.426697
	Iteration 10Q: 3 clusters Score -46054.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46059.078125 Penalty: 602.426697
	Iteration 11Q: 3 clusters Score -46059.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46060.613281 Penalty: 602.426697
	Iteration 12Q: 3 clusters Score -46060.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46063.160156 Penalty: 602.426697
	Iteration 13Q: 3 clusters Score -46063.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46064.933594 Penalty: 602.426697
	Iteration 14Q: 3 clusters Score -46064.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46064.933594 Penalty: 602.426697
	Iteration 15F: 3 clusters Score -46064.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -12565.629883 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -12565.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12262.819336 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12262.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12486.034180 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12486.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12640.037109 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12640.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12702.683594 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12702.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12747.289062 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -12747.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12770.834961 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -12770.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12833.216797 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -12833.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12959.431641 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -12959.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12985.810547 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -12985.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12985.810547 Penalty: 503.178040
	Iteration 9F: 3 clusters Score -12985.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Entering Unmasked Estep 
Score: -58207416.000000 Penalty: 52866.046875
Splitting cluster 51 changes total score from -58207324.000000 to -58207416.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 52 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12139.579102 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11854.178711 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -11854.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11989.351562 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -11989.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12039.995117 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12124.725586 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -12124.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12180.296875 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12201.958008 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12201.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12215.966797 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12215.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12226.140625 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12226.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12228.458008 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12228.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12230.508789 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -12230.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12230.508789 Penalty: 487.877594
	Iteration 10F: 3 clusters Score -12230.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 85 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 128 members 
Entering Unmasked Estep 
Score: -58207108.000000 Penalty: 53495.402344
Splitting cluster 52 changes total score from -58207324.000000 to -58207108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11091.716797 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11091.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10795.777344 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -10795.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10992.510742 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -10992.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11066.190430 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11066.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11110.589844 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11110.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11198.004883 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11231.474609 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11231.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11235.939453 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11235.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11235.939453 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11235.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 62 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 166 members 
Entering Unmasked Estep 
Score: -58207228.000000 Penalty: 53495.402344
Splitting cluster 53 changes total score from -58207324.000000 to -58207228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -38235.917969 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -38235.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37644.171875 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -37644.17 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37815.414062 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -37815.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37876.265625 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -37876.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37934.804688 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -37934.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37985.210938 Penalty: 588.701782
	Iteration 4F: 3 clusters Score -37985.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38010.535156 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -38010.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38031.949219 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -38031.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38051.867188 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -38051.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38072.480469 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -38072.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38090.742188 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -38090.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38119.203125 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -38119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38140.003906 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -38140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -38155.625000 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -38155.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38164.269531 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -38164.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38166.972656 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -38166.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38169.070312 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -38169.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38169.496094 Penalty: 588.701782
	Iteration 16Q: 3 clusters Score -38169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38169.496094 Penalty: 588.701782
	Iteration 17F: 3 clusters Score -38169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -19836.029297 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -19836.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19448.617188 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -19448.62 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19578.458984 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -19578.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19624.470703 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -19624.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19643.005859 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -19643.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19655.175781 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -19655.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19662.121094 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -19662.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19669.457031 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -19669.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19676.988281 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -19676.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19683.128906 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -19683.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19686.265625 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -19686.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19688.068359 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -19688.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19687.992188 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -19687.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19687.992188 Penalty: 529.897156
	Iteration 12F: 3 clusters Score -19687.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -66129.679688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -66129.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -65278.035156 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -65278.04 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65747.476562 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -65747.48 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65933.640625 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -65933.64 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66026.179688 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -66026.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66073.726562 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -66073.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66105.007812 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -66105.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66150.500000 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -66150.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66179.085938 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -66179.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66189.992188 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -66189.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66192.773438 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -66192.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66193.007812 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -66193.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66193.007812 Penalty: 638.837341
	Iteration 11F: 3 clusters Score -66193.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 682 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 437 members 
Entering Unmasked Estep 
Score: -58207228.000000 Penalty: 53495.402344
Splitting cluster 56 changes total score from -58207324.000000 to -58207228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -11096.854492 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -11096.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10828.453125 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -10828.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10933.393555 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -10933.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10985.480469 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -10985.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11011.493164 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -11011.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11028.072266 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -11028.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11049.389648 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -11049.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11068.750977 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -11068.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11078.371094 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -11078.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11079.554688 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -11079.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11079.554688 Penalty: 477.956909
	Iteration 9F: 3 clusters Score -11079.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -14558.794922 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -14558.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14282.656250 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -14282.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14423.334961 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -14423.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14480.327148 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -14480.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14543.752930 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -14543.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14593.256836 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -14593.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14610.489258 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -14610.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14613.449219 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -14613.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14614.085938 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -14614.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14614.726562 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -14614.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14615.314453 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -14615.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14615.314453 Penalty: 505.671356
	Iteration 10F: 3 clusters Score -14615.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 159 members 
Entering Unmasked Estep 
Score: -58207076.000000 Penalty: 53495.402344
Splitting cluster 58 changes total score from -58207324.000000 to -58207076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23843.648438 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23843.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23432.468750 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -23432.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23539.292969 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -23539.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23572.697266 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23572.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23602.517578 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23602.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23626.429688 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23626.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23647.455078 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23647.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23685.566406 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23685.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23704.300781 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23704.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23715.531250 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23715.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23721.050781 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23721.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23725.638672 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23725.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23729.953125 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23729.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23740.820312 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23740.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23745.648438 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23745.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23746.312500 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -23746.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23747.328125 Penalty: 547.248108
	Iteration 15Q: 3 clusters Score -23747.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23747.328125 Penalty: 547.248108
	Iteration 16F: 3 clusters Score -23747.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5111.604004 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5111.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4906.988770 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4906.989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4950.708496 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4950.708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4961.654785 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -4961.655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4981.708008 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -4981.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4981.708008 Penalty: 406.397644
	Iteration 4F: 3 clusters Score -4981.708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -20259.705078 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20259.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19862.761719 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19862.76 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19976.960938 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19976.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20024.708984 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -20024.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20063.134766 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -20063.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20086.386719 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -20086.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20100.513672 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -20100.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20116.843750 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -20116.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20132.527344 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -20132.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20150.865234 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -20150.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20157.253906 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -20157.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20166.519531 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -20166.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20189.613281 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -20189.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20214.259766 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -20214.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20232.201172 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -20232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20234.794922 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -20234.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20236.240234 Penalty: 527.164246
	Iteration 15Q: 3 clusters Score -20236.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20238.076172 Penalty: 527.164246
	Iteration 16Q: 3 clusters Score -20238.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20238.583984 Penalty: 527.164246
	Iteration 17Q: 3 clusters Score -20238.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20238.583984 Penalty: 527.164246
	Iteration 18F: 3 clusters Score -20238.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11319.166016 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11319.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11030.912109 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -11030.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11120.348633 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11120.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11140.399414 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11145.336914 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11145.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11150.050781 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11150.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11151.193359 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11151.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11151.193359 Penalty: 496.044495
	Iteration 6F: 3 clusters Score -11151.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12984.404297 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12671.651367 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12671.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12782.812500 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12782.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12836.454102 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12836.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12858.035156 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12858.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12876.448242 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12876.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12879.973633 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12879.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12880.838867 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12880.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12882.312500 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12882.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12884.704102 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12887.487305 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12887.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12892.080078 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -12892.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12915.457031 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -12915.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12933.829102 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -12933.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12947.774414 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -12947.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12965.527344 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -12965.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12986.460938 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -12986.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13011.840820 Penalty: 494.468689
	Iteration 16Q: 3 clusters Score -13011.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13019.058594 Penalty: 494.468689
	Iteration 17Q: 3 clusters Score -13019.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13020.974609 Penalty: 494.468689
	Iteration 18Q: 3 clusters Score -13020.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13020.974609 Penalty: 494.468689
	Iteration 19F: 3 clusters Score -13020.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 133 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 96 members 
Entering Unmasked Estep 
Score: -58207092.000000 Penalty: 53495.402344
Splitting cluster 63 changes total score from -58207324.000000 to -58207092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -12299.110352 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -12299.11 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 168 members 
Entering Unmasked Estep 
Score: -11974.208008 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -11974.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12116.130859 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -12116.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12145.106445 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -12145.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12152.423828 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -12152.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12155.361328 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -12155.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12158.812500 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -12158.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12158.812500 Penalty: 526.607666
	Iteration 6F: 3 clusters Score -12158.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -15295.857422 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -15295.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14989.813477 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -14989.81 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15111.356445 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -15111.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15192.063477 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -15192.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15255.447266 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -15255.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15303.875000 Penalty: 502.452942
	Iteration 4F: 3 clusters Score -15303.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15330.479492 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -15330.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15349.219727 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -15349.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15359.588867 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -15359.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15363.509766 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -15363.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15363.509766 Penalty: 502.452942
	Iteration 9F: 3 clusters Score -15363.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 177 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 73 members 
Entering Unmasked Estep 
Score: -58207124.000000 Penalty: 53495.402344
Splitting cluster 65 changes total score from -58207324.000000 to -58207124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -11335.854492 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -11335.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11060.950195 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -11060.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11109.541992 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -11109.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11157.505859 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -11157.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11233.313477 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -11233.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11247.841797 Penalty: 476.516235
	Iteration 4F: 3 clusters Score -11247.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11259.714844 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -11259.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11266.415039 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -11266.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11266.415039 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -11266.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16213.569336 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -16213.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15858.172852 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15858.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15974.778320 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -15974.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16032.043945 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -16032.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16047.208984 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -16047.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16063.509766 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -16063.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16074.785156 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -16074.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16086.214844 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -16086.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16094.377930 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -16094.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16116.331055 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -16116.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16147.273438 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -16147.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16168.779297 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -16168.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16171.478516 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -16171.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16171.478516 Penalty: 511.456482
	Iteration 12F: 3 clusters Score -16171.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4551.798828 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4551.799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4379.296387 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4379.296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4441.764160 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4441.764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4461.947266 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4461.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4464.147949 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4464.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4464.147949 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -4464.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2963.015137 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2963.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2812.988281 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2812.988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2849.474854 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2849.475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2927.351807 Penalty: 372.585358
	Iteration 2F: 3 clusters Score -2927.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2935.089844 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2935.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2935.089844 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2935.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -17424.533203 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -17424.53 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 129 members 
Entering Unmasked Estep 
Score: -17078.769531 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -17078.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17154.605469 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -17154.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17224.337891 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -17224.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17321.773438 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -17321.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17390.158203 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -17390.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17430.630859 Penalty: 509.792816
	Iteration 5F: 3 clusters Score -17430.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17467.824219 Penalty: 509.792816
	Iteration 6F: 3 clusters Score -17467.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -17509.179688 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -17509.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -17529.970703 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -17529.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -17543.107422 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -17543.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -17545.759766 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -17545.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -17545.759766 Penalty: 509.792816
	Iteration 11F: 3 clusters Score -17545.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 233 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 38 members 
Entering Unmasked Estep 
Score: -58207144.000000 Penalty: 53495.402344
Splitting cluster 70 changes total score from -58207324.000000 to -58207144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -3550.729736 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -3550.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3389.487549 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -3389.488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3403.233154 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -3403.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3404.816162 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -3404.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3404.816162 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -3404.816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4582.056152 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4582.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4431.325684 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -4431.326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4491.420898 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -4491.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4496.325684 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -4496.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4496.325684 Penalty: 394.096741
	Iteration 3F: 3 clusters Score -4496.326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11585.624023 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11585.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11269.480469 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11269.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11402.568359 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -11402.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11456.110352 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11456.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11468.088867 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11468.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11470.425781 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11470.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11470.425781 Penalty: 498.738159
	Iteration 5F: 3 clusters Score -11470.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5888.758789 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5888.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5696.295898 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5696.296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5749.768555 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5749.769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5762.591309 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5762.591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5771.391602 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5771.392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5776.287109 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5776.287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5779.427734 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5779.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5779.427734 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -5779.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -15770.861328 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -15770.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15447.599609 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -15447.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15599.308594 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -15599.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15628.599609 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -15628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15635.666992 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -15635.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15641.770508 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -15641.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15657.901367 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -15657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15672.211914 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -15672.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15680.158203 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -15680.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15721.409180 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -15721.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15752.250000 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -15752.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15777.839844 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -15777.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15796.393555 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -15796.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15798.211914 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -15798.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15801.498047 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -15801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15808.417969 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -15808.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15813.290039 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -15813.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15814.131836 Penalty: 514.695251
	Iteration 16Q: 3 clusters Score -15814.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15814.526367 Penalty: 514.695251
	Iteration 17Q: 3 clusters Score -15814.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15814.976562 Penalty: 514.695251
	Iteration 18Q: 3 clusters Score -15814.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15815.609375 Penalty: 514.695251
	Iteration 19F: 3 clusters Score -15815.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15816.816406 Penalty: 514.695251
	Iteration 20F: 3 clusters Score -15816.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 141 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 145 members 
Entering Unmasked Estep 
Score: -58207100.000000 Penalty: 53495.402344
Splitting cluster 75 changes total score from -58207324.000000 to -58207100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -19652.347656 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -19652.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19250.537109 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -19250.54 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19336.839844 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -19336.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19382.033203 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -19382.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19409.109375 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -19409.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19413.775391 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -19413.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19415.644531 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -19415.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19417.160156 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -19417.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19422.142578 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -19422.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19422.451172 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -19422.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19423.175781 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -19423.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19423.175781 Penalty: 530.701294
	Iteration 10F: 3 clusters Score -19423.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7414.374512 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7414.375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7199.589844 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7199.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7261.964355 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7261.964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7283.174805 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -7283.175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7299.793945 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7299.794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7315.036133 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7315.036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7333.943359 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7333.943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7339.622559 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7339.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7339.622559 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -7339.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -6432.537598 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -6432.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6209.970703 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6209.971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6299.184082 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6299.184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6325.088867 Penalty: 452.253021
	Iteration 2F: 3 clusters Score -6325.089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6340.679199 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6340.679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6366.247070 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6366.247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6377.631348 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6377.631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6383.846191 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6383.846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6386.133789 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -6386.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6387.110352 Penalty: 452.253021
	Iteration 8Q: 3 clusters Score -6387.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6387.704102 Penalty: 452.253021
	Iteration 9Q: 3 clusters Score -6387.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6387.704102 Penalty: 452.253021
	Iteration 10F: 3 clusters Score -6387.704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -8070.660156 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -8070.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7823.968750 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7823.969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7881.627441 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7881.627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7904.031250 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7904.031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7910.245117 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -7910.245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7913.723145 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7913.723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7916.410156 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7916.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7917.825195 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -7917.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7919.558105 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -7919.558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7919.558105 Penalty: 460.696136
	Iteration 8F: 3 clusters Score -7919.558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7385.821289 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7385.821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7145.180176 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -7145.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7203.597168 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7203.597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7223.951660 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7223.952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7251.677246 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -7251.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7309.510254 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -7309.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7314.447266 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -7314.447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7319.592285 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -7319.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7321.166504 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -7321.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7328.469727 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -7328.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7331.561523 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -7331.562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7334.713379 Penalty: 437.165894
	Iteration 10Q: 3 clusters Score -7334.713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7341.245605 Penalty: 437.165894
	Iteration 11Q: 3 clusters Score -7341.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7347.607422 Penalty: 437.165894
	Iteration 12Q: 3 clusters Score -7347.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7358.038574 Penalty: 437.165894
	Iteration 13Q: 3 clusters Score -7358.039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7362.336426 Penalty: 437.165894
	Iteration 14Q: 3 clusters Score -7362.336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7375.025391 Penalty: 437.165894
	Iteration 15Q: 3 clusters Score -7375.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7378.340332 Penalty: 437.165894
	Iteration 16Q: 3 clusters Score -7378.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7378.340332 Penalty: 437.165894
	Iteration 17F: 3 clusters Score -7378.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13833.895508 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13543.863281 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13543.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13622.441406 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13622.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13655.090820 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13655.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13694.184570 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -13694.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13717.693359 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13717.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13728.520508 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13728.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13737.101562 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13742.634766 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -13742.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13751.287109 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -13751.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13765.222656 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -13765.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13826.535156 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -13826.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13837.101562 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -13837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13844.897461 Penalty: 496.044495
	Iteration 12Q: 3 clusters Score -13844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13871.450195 Penalty: 496.044495
	Iteration 13Q: 3 clusters Score -13871.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13880.232422 Penalty: 496.044495
	Iteration 14Q: 3 clusters Score -13880.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13882.017578 Penalty: 496.044495
	Iteration 15Q: 3 clusters Score -13882.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13883.619141 Penalty: 496.044495
	Iteration 16Q: 3 clusters Score -13883.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13883.619141 Penalty: 496.044495
	Iteration 17F: 3 clusters Score -13883.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 106 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 127 members 
Entering Unmasked Estep 
Score: -58207060.000000 Penalty: 53495.402344
Splitting cluster 81 changes total score from -58207324.000000 to -58207060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19472.904297 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19122.400391 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -19122.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19203.255859 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -19203.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19239.039062 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -19239.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19261.757812 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -19261.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19269.882812 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -19269.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19277.919922 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -19277.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19286.253906 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -19286.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19299.453125 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -19299.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19310.132812 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -19310.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19319.197266 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -19319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19322.039062 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -19322.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19322.882812 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -19322.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19323.929688 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -19323.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19325.351562 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -19325.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19325.351562 Penalty: 518.435486
	Iteration 14F: 3 clusters Score -19325.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -57701.996094 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -57702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -56929.714844 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -56929.71 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -57205.824219 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -57205.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57281.167969 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -57281.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57323.351562 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -57323.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57375.554688 Penalty: 621.903931
	Iteration 4Q: 3 clusters Score -57375.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57430.179688 Penalty: 621.903931
	Iteration 5Q: 3 clusters Score -57430.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57458.878906 Penalty: 621.903931
	Iteration 6Q: 3 clusters Score -57458.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57497.460938 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -57497.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57614.667969 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -57614.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57719.652344 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -57719.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57731.308594 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -57731.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57739.171875 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -57739.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57755.687500 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -57755.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57765.386719 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -57765.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57768.863281 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -57768.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57771.636719 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -57771.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57776.980469 Penalty: 621.903931
	Iteration 16Q: 3 clusters Score -57776.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57779.042969 Penalty: 621.903931
	Iteration 17Q: 3 clusters Score -57779.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57779.894531 Penalty: 621.903931
	Iteration 18Q: 3 clusters Score -57779.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57782.031250 Penalty: 621.903931
	Iteration 19Q: 3 clusters Score -57782.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57783.015625 Penalty: 621.903931
	Iteration 20F: 3 clusters Score -57783.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 631 members 
Mstep: Class 84 contains 99 members 
Mstep: Class 85 contains 298 members 
Entering Unmasked Estep 
Score: -58207224.000000 Penalty: 53495.402344
Splitting cluster 83 changes total score from -58207324.000000 to -58207224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 33143 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62950 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128011 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 123873 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 202 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 240 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207436.000000 Penalty: 52866.046875
Iteration 399Q: 85 clusters Score -5.820744e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 33141 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110939 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62953 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128012 members 
Mstep: Class 17 contains 126935 members 
Mstep: Class 18 contains 123872 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15395 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12675 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 118 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 158 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 241 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 341 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207452.000000 Penalty: 52866.046875
Iteration 400F: 85 clusters Score -5.820745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 33138 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110926 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 62974 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128009 members 
Mstep: Class 17 contains 126927 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9140 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15397 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 118 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 156 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 326 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 241 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207472.000000 Penalty: 52866.046875
Iteration 401Q: 85 clusters Score -5.820747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 33136 members 
Mstep: Class 3 contains 96496 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110919 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 62982 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 128001 members 
Mstep: Class 17 contains 126925 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15402 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12680 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 329 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 241 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207496.000000 Penalty: 52866.046875
Iteration 402Q: 85 clusters Score -5.82075e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 33135 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110904 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 63000 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127998 members 
Mstep: Class 17 contains 126921 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15404 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12681 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 338 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 329 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 242 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207540.000000 Penalty: 52866.046875
Iteration 403Q: 85 clusters Score -5.820754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33133 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110908 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63002 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127993 members 
Mstep: Class 17 contains 126914 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15411 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12681 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14691 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207484.000000 Penalty: 52866.046875
Iteration 404Q: 85 clusters Score -5.820748e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33132 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110909 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 62997 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127995 members 
Mstep: Class 17 contains 126912 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15417 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12680 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207488.000000 Penalty: 52866.046875
Iteration 405Q: 85 clusters Score -5.820749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33130 members 
Mstep: Class 3 contains 96499 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110914 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 62989 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127994 members 
Mstep: Class 17 contains 126911 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12679 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14692 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207448.000000 Penalty: 52866.046875
Iteration 406Q: 85 clusters Score -5.820745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33129 members 
Mstep: Class 3 contains 96489 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110916 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 62996 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127996 members 
Mstep: Class 17 contains 126909 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15423 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12677 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14693 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207472.000000 Penalty: 52866.046875
Iteration 407Q: 85 clusters Score -5.820747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33127 members 
Mstep: Class 3 contains 96486 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110910 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63013 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127992 members 
Mstep: Class 17 contains 126905 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15423 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14694 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207460.000000 Penalty: 52866.046875
Iteration 408Q: 85 clusters Score -5.820746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33126 members 
Mstep: Class 3 contains 96486 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110906 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63025 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127990 members 
Mstep: Class 17 contains 126899 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15424 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14694 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207476.000000 Penalty: 52866.046875
Iteration 409Q: 85 clusters Score -5.820748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 33124 members 
Mstep: Class 3 contains 96487 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110902 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63040 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127982 members 
Mstep: Class 17 contains 126895 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15427 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12677 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14694 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207476.000000 Penalty: 52866.046875
Iteration 410Q: 85 clusters Score -5.820748e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33124 members 
Mstep: Class 3 contains 96489 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110899 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63052 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127971 members 
Mstep: Class 17 contains 126887 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12676 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14695 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207440.000000 Penalty: 52866.046875
Iteration 411Q: 85 clusters Score -5.820744e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33122 members 
Mstep: Class 3 contains 96484 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110906 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 63062 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127965 members 
Mstep: Class 17 contains 126875 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12675 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207424.000000 Penalty: 52866.046875
Iteration 412Q: 85 clusters Score -5.820742e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33117 members 
Mstep: Class 3 contains 96479 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110902 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 63082 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127963 members 
Mstep: Class 17 contains 126866 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15448 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12673 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207464.000000 Penalty: 52866.046875
Iteration 413Q: 85 clusters Score -5.820746e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33114 members 
Mstep: Class 3 contains 96475 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110904 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 63095 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127962 members 
Mstep: Class 17 contains 126856 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15451 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12672 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207476.000000 Penalty: 52866.046875
Iteration 414Q: 85 clusters Score -5.820748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33107 members 
Mstep: Class 3 contains 96481 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110907 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 63099 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127967 members 
Mstep: Class 17 contains 126848 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15450 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12671 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207484.000000 Penalty: 52866.046875
Iteration 415Q: 85 clusters Score -5.820748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33105 members 
Mstep: Class 3 contains 96486 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110912 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 63096 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127970 members 
Mstep: Class 17 contains 126843 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15449 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207436.000000 Penalty: 52866.046875
Iteration 416Q: 85 clusters Score -5.820744e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33101 members 
Mstep: Class 3 contains 96491 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110919 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63099 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127968 members 
Mstep: Class 17 contains 126836 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207416.000000 Penalty: 52866.046875
Iteration 417Q: 85 clusters Score -5.820742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 33099 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110926 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63099 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127966 members 
Mstep: Class 17 contains 126831 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15449 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207392.000000 Penalty: 52866.046875
Iteration 418Q: 85 clusters Score -5.820739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33094 members 
Mstep: Class 3 contains 96492 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110928 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 63101 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127969 members 
Mstep: Class 17 contains 126830 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15449 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12668 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207436.000000 Penalty: 52866.046875
Iteration 419Q: 85 clusters Score -5.820744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33090 members 
Mstep: Class 3 contains 96497 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110930 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 63105 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127973 members 
Mstep: Class 17 contains 126824 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15447 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207408.000000 Penalty: 52866.046875
Iteration 420F: 85 clusters Score -5.820741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33085 members 
Mstep: Class 3 contains 96504 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110930 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63104 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127974 members 
Mstep: Class 17 contains 126823 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15446 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12664 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207376.000000 Penalty: 52866.046875
Iteration 421Q: 85 clusters Score -5.820738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 96504 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110931 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63110 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127974 members 
Mstep: Class 17 contains 126822 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15444 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12664 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207400.000000 Penalty: 52866.046875
Iteration 422Q: 85 clusters Score -5.82074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33078 members 
Mstep: Class 3 contains 96500 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110936 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63116 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127975 members 
Mstep: Class 17 contains 126818 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12664 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207376.000000 Penalty: 52866.046875
Iteration 423Q: 85 clusters Score -5.820738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33072 members 
Mstep: Class 3 contains 96500 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63117 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127977 members 
Mstep: Class 17 contains 126816 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15439 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207396.000000 Penalty: 52866.046875
Iteration 424Q: 85 clusters Score -5.82074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 33071 members 
Mstep: Class 3 contains 96502 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110944 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63117 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127979 members 
Mstep: Class 17 contains 126812 members 
Mstep: Class 18 contains 123871 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12664 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207428.000000 Penalty: 52866.046875
Iteration 425Q: 85 clusters Score -5.820743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 33069 members 
Mstep: Class 3 contains 96502 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63118 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127979 members 
Mstep: Class 17 contains 126815 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15441 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12664 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14696 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207404.000000 Penalty: 52866.046875
Iteration 426Q: 85 clusters Score -5.82074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33068 members 
Mstep: Class 3 contains 96502 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63120 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127978 members 
Mstep: Class 17 contains 126812 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207404.000000 Penalty: 52866.046875
Iteration 427Q: 85 clusters Score -5.82074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 96504 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63127 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127979 members 
Mstep: Class 17 contains 126808 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15438 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12666 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207432.000000 Penalty: 52866.046875
Iteration 428Q: 85 clusters Score -5.820743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33066 members 
Mstep: Class 3 contains 96503 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63133 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 126802 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12668 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207428.000000 Penalty: 52866.046875
Iteration 429Q: 85 clusters Score -5.820743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33066 members 
Mstep: Class 3 contains 96502 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63142 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127979 members 
Mstep: Class 17 contains 126798 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15430 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207444.000000 Penalty: 52866.046875
Iteration 430Q: 85 clusters Score -5.820744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 96502 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63150 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127978 members 
Mstep: Class 17 contains 126793 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15429 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207440.000000 Penalty: 52866.046875
Iteration 431Q: 85 clusters Score -5.820744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 96501 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63157 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127976 members 
Mstep: Class 17 contains 126792 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15425 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207460.000000 Penalty: 52866.046875
Iteration 432Q: 85 clusters Score -5.820746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33066 members 
Mstep: Class 3 contains 96498 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63161 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127975 members 
Mstep: Class 17 contains 126792 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15425 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207456.000000 Penalty: 52866.046875
Iteration 433Q: 85 clusters Score -5.820746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33066 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110940 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63173 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127974 members 
Mstep: Class 17 contains 126788 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15423 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207456.000000 Penalty: 52866.046875
Iteration 434Q: 85 clusters Score -5.820746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33065 members 
Mstep: Class 3 contains 96495 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110942 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63172 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127977 members 
Mstep: Class 17 contains 126787 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14697 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207444.000000 Penalty: 52866.046875
Iteration 435Q: 85 clusters Score -5.820744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 96493 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110941 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63178 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127979 members 
Mstep: Class 17 contains 126783 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207452.000000 Penalty: 52866.046875
Iteration 436Q: 85 clusters Score -5.820745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 96488 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110943 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63183 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 126777 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15422 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207440.000000 Penalty: 52866.046875
Iteration 437Q: 85 clusters Score -5.820744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 96482 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110946 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63188 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 126771 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15426 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12670 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58207440.000000 Penalty: 52866.046875
Iteration 438Q: 85 clusters Score -5.820744e+07 nChanged 50
Entering ConstructFrom: 
Score: -58207440.000000 Penalty: 52866.046875
Entering ConstructFrom: 
Trying to split cluster 1 (159373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Entering Unmasked Estep 
Score: -9524502.000000 Penalty: 545.044617
	Iteration 0F: 2 clusters Score -9524502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -9418915.000000 Penalty: 1090.089233
	Iteration 0F: 3 clusters Score -9418915 nChanged 78233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -9470486.000000 Penalty: 1090.089233
	Iteration 1F: 3 clusters Score -9470486 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -9476496.000000 Penalty: 1090.089233
	Iteration 2F: 3 clusters Score -9476496 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -9486172.000000 Penalty: 1090.089233
	Iteration 3F: 3 clusters Score -9486172 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -9498181.000000 Penalty: 1090.089233
	Iteration 4F: 3 clusters Score -9498181 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -9507420.000000 Penalty: 1090.089233
	Iteration 5F: 3 clusters Score -9507420 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -9512078.000000 Penalty: 1090.089233
	Iteration 6Q: 3 clusters Score -9512078 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -9514211.000000 Penalty: 1090.089233
	Iteration 7Q: 3 clusters Score -9514211 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -9515785.000000 Penalty: 1090.089233
	Iteration 8Q: 3 clusters Score -9515785 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -9517333.000000 Penalty: 1090.089233
	Iteration 9Q: 3 clusters Score -9517333 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -9518585.000000 Penalty: 1090.089233
	Iteration 10Q: 3 clusters Score -9518585 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -9519657.000000 Penalty: 1090.089233
	Iteration 11Q: 3 clusters Score -9519657 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -9520510.000000 Penalty: 1090.089233
	Iteration 12Q: 3 clusters Score -9520510 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 124311 members 
Entering Unmasked Estep 
Score: -9521147.000000 Penalty: 1090.089233
	Iteration 13Q: 3 clusters Score -9521147 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -9521543.000000 Penalty: 1090.089233
	Iteration 14Q: 3 clusters Score -9521543 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 125422 members 
Entering Unmasked Estep 
Score: -9521864.000000 Penalty: 1090.089233
	Iteration 15Q: 3 clusters Score -9521864 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -9522137.000000 Penalty: 1090.089233
	Iteration 16Q: 3 clusters Score -9522137 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -9522240.000000 Penalty: 1090.089233
	Iteration 17Q: 3 clusters Score -9522240 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -9522298.000000 Penalty: 1090.089233
	Iteration 18Q: 3 clusters Score -9522298 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -9522301.000000 Penalty: 1090.089233
	Iteration 19Q: 3 clusters Score -9522301 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -9522358.000000 Penalty: 1090.089233
	Iteration 20F: 3 clusters Score -9522358 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -9522382.000000 Penalty: 1090.089233
	Iteration 21Q: 3 clusters Score -9522382 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -9522455.000000 Penalty: 1090.089233
	Iteration 22Q: 3 clusters Score -9522455 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -9522486.000000 Penalty: 1090.089233
	Iteration 23Q: 3 clusters Score -9522486 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 128366 members 
Entering Unmasked Estep 
Score: -9522532.000000 Penalty: 1090.089233
	Iteration 24Q: 3 clusters Score -9522532 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -9522587.000000 Penalty: 1090.089233
	Iteration 25Q: 3 clusters Score -9522587 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 128932 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9522638 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 129189 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9522688 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 129481 members 
Entering Unmasked Estep 
Score: -9522718.000000 Penalty: 1090.089233
	Iteration 28Q: 3 clusters Score -9522718 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 129758 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9522736 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 130071 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9522813 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9522823 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9522845 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9522883 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 131364 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9522915 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -9522959.000000 Penalty: 1090.089233
	Iteration 35Q: 3 clusters Score -9522959 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9522992 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 132376 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9522998 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9523024 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 132984 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9523022 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9523036 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -9523062.000000 Penalty: 1090.089233
	Iteration 41Q: 3 clusters Score -9523062 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -9523100.000000 Penalty: 1090.089233
	Iteration 42Q: 3 clusters Score -9523100 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 134192 members 
Entering Unmasked Estep 
Score: -9523154.000000 Penalty: 1090.089233
	Iteration 43Q: 3 clusters Score -9523154 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -9523185.000000 Penalty: 1090.089233
	Iteration 44Q: 3 clusters Score -9523185 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -9523178.000000 Penalty: 1090.089233
	Iteration 45Q: 3 clusters Score -9523178 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 135009 members 
Entering Unmasked Estep 
Score: -9523271.000000 Penalty: 1090.089233
	Iteration 46Q: 3 clusters Score -9523271 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 135276 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9523296 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 135541 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9523315 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 135796 members 
Entering Unmasked Estep 
Score: -9523341.000000 Penalty: 1090.089233
	Iteration 49Q: 3 clusters Score -9523341 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 136035 members 
Entering Unmasked Estep 
Score: -9523379.000000 Penalty: 1090.089233
	Iteration 50Q: 3 clusters Score -9523379 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -9523405.000000 Penalty: 1090.089233
	Iteration 51Q: 3 clusters Score -9523405 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -9523431.000000 Penalty: 1090.089233
	Iteration 52Q: 3 clusters Score -9523431 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -9523445.000000 Penalty: 1090.089233
	Iteration 53Q: 3 clusters Score -9523445 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 136946 members 
Entering Unmasked Estep 
Score: -9523466.000000 Penalty: 1090.089233
	Iteration 54Q: 3 clusters Score -9523466 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -9523493.000000 Penalty: 1090.089233
	Iteration 55Q: 3 clusters Score -9523493 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -9523551.000000 Penalty: 1090.089233
	Iteration 56Q: 3 clusters Score -9523551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 137803 members 
Entering Unmasked Estep 
Score: -9523547.000000 Penalty: 1090.089233
	Iteration 57Q: 3 clusters Score -9523547 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 138105 members 
Entering Unmasked Estep 
Score: -9523567.000000 Penalty: 1090.089233
	Iteration 58Q: 3 clusters Score -9523567 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -9523598.000000 Penalty: 1090.089233
	Iteration 59Q: 3 clusters Score -9523598 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -9523679.000000 Penalty: 1090.089233
	Iteration 60F: 3 clusters Score -9523679 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 138967 members 
Entering Unmasked Estep 
Score: -9523704.000000 Penalty: 1090.089233
	Iteration 61Q: 3 clusters Score -9523704 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -9523726.000000 Penalty: 1090.089233
	Iteration 62Q: 3 clusters Score -9523726 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -9523753.000000 Penalty: 1090.089233
	Iteration 63Q: 3 clusters Score -9523753 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -9523790.000000 Penalty: 1090.089233
	Iteration 64Q: 3 clusters Score -9523790 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -9523819.000000 Penalty: 1090.089233
	Iteration 65Q: 3 clusters Score -9523819 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -9523861.000000 Penalty: 1090.089233
	Iteration 66Q: 3 clusters Score -9523861 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -9523920.000000 Penalty: 1090.089233
	Iteration 67Q: 3 clusters Score -9523920 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9523967 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9523983 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 141864 members 
Entering Unmasked Estep 
Score: -9524041.000000 Penalty: 1090.089233
	Iteration 70Q: 3 clusters Score -9524041 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -9524047.000000 Penalty: 1090.089233
	Iteration 71Q: 3 clusters Score -9524047 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -9524055.000000 Penalty: 1090.089233
	Iteration 72Q: 3 clusters Score -9524055 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -9524083.000000 Penalty: 1090.089233
	Iteration 73Q: 3 clusters Score -9524083 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9524089 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 143313 members 
Entering Unmasked Estep 
Score: -9524133.000000 Penalty: 1090.089233
	Iteration 75Q: 3 clusters Score -9524133 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 143588 members 
Entering Unmasked Estep 
Score: -9524171.000000 Penalty: 1090.089233
	Iteration 76Q: 3 clusters Score -9524171 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
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Entering Unmasked Estep 
Score: -9524182.000000 Penalty: 1090.089233
	Iteration 77Q: 3 clusters Score -9524182 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 144178 members 
Entering Unmasked Estep 
Score: -9524213.000000 Penalty: 1090.089233
	Iteration 78Q: 3 clusters Score -9524213 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -9524240.000000 Penalty: 1090.089233
	Iteration 79Q: 3 clusters Score -9524240 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 144766 members 
Entering Unmasked Estep 
Score: -9524260.000000 Penalty: 1090.089233
	Iteration 80F: 3 clusters Score -9524260 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -9524306.000000 Penalty: 1090.089233
	Iteration 81Q: 3 clusters Score -9524306 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -9524303.000000 Penalty: 1090.089233
	Iteration 82Q: 3 clusters Score -9524303 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9524341 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13337 members 
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Entering Unmasked Estep 
Score: -9524372.000000 Penalty: 1090.089233
	Iteration 84Q: 3 clusters Score -9524372 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 146324 members 
Entering Unmasked Estep 
Score: -9524346.000000 Penalty: 1090.089233
	Iteration 85Q: 3 clusters Score -9524346 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -9524408.000000 Penalty: 1090.089233
	Iteration 86Q: 3 clusters Score -9524408 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -9524401.000000 Penalty: 1090.089233
	Iteration 87Q: 3 clusters Score -9524401 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -9524451.000000 Penalty: 1090.089233
	Iteration 88Q: 3 clusters Score -9524451 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -9524410.000000 Penalty: 1090.089233
	Iteration 89Q: 3 clusters Score -9524410 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -9524376.000000 Penalty: 1090.089233
	Iteration 90Q: 3 clusters Score -9524376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 147931 members 
Entering Unmasked Estep 
Score: -9524389.000000 Penalty: 1090.089233
	Iteration 91Q: 3 clusters Score -9524389 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -9524371.000000 Penalty: 1090.089233
	Iteration 92Q: 3 clusters Score -9524371 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -9524405.000000 Penalty: 1090.089233
	Iteration 93Q: 3 clusters Score -9524405 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9524376 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9524410 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -9524387.000000 Penalty: 1090.089233
	Iteration 96Q: 3 clusters Score -9524387 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 149558 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9524367 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9524399 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -9524401.000000 Penalty: 1090.089233
	Iteration 99Q: 3 clusters Score -9524401 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -9524419.000000 Penalty: 1090.089233
	Iteration 100F: 3 clusters Score -9524419 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -9524436.000000 Penalty: 1090.089233
	Iteration 101Q: 3 clusters Score -9524436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -9524454.000000 Penalty: 1090.089233
	Iteration 102Q: 3 clusters Score -9524454 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -9524421.000000 Penalty: 1090.089233
	Iteration 103Q: 3 clusters Score -9524421 nChanged 261
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Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9524485 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9524497 nChanged 249
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -9524480.000000 Penalty: 1090.089233
	Iteration 106Q: 3 clusters Score -9524480 nChanged 240
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Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -9524479.000000 Penalty: 1090.089233
	Iteration 107Q: 3 clusters Score -9524479 nChanged 210
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Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9524477 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9524495 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -9524458.000000 Penalty: 1090.089233
	Iteration 110Q: 3 clusters Score -9524458 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -9524476.000000 Penalty: 1090.089233
	Iteration 111Q: 3 clusters Score -9524476 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 152889 members 
Entering Unmasked Estep 
Score: -9524456.000000 Penalty: 1090.089233
	Iteration 112Q: 3 clusters Score -9524456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -9524427.000000 Penalty: 1090.089233
	Iteration 113Q: 3 clusters Score -9524427 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -9524415.000000 Penalty: 1090.089233
	Iteration 114Q: 3 clusters Score -9524415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -9524406.000000 Penalty: 1090.089233
	Iteration 115Q: 3 clusters Score -9524406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -9524378.000000 Penalty: 1090.089233
	Iteration 116Q: 3 clusters Score -9524378 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -9524385.000000 Penalty: 1090.089233
	Iteration 117Q: 3 clusters Score -9524385 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -9524396.000000 Penalty: 1090.089233
	Iteration 118Q: 3 clusters Score -9524396 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -9524370.000000 Penalty: 1090.089233
	Iteration 119Q: 3 clusters Score -9524370 nChanged 69
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 153585 members 
Entering Unmasked Estep 
Score: -9524368.000000 Penalty: 1090.089233
	Iteration 120F: 3 clusters Score -9524368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -9524349.000000 Penalty: 1090.089233
	Iteration 121Q: 3 clusters Score -9524349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 153732 members 
Entering Unmasked Estep 
Score: -9524345.000000 Penalty: 1090.089233
	Iteration 122Q: 3 clusters Score -9524345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -9524337.000000 Penalty: 1090.089233
	Iteration 123Q: 3 clusters Score -9524337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -9524329.000000 Penalty: 1090.089233
	Iteration 124Q: 3 clusters Score -9524329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -9524322.000000 Penalty: 1090.089233
	Iteration 125Q: 3 clusters Score -9524322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -9524304.000000 Penalty: 1090.089233
	Iteration 126Q: 3 clusters Score -9524304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 154128 members 
Entering Unmasked Estep 
Score: -9524303.000000 Penalty: 1090.089233
	Iteration 127Q: 3 clusters Score -9524303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 154213 members 
Entering Unmasked Estep 
Score: -9524298.000000 Penalty: 1090.089233
	Iteration 128Q: 3 clusters Score -9524298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 154296 members 
Entering Unmasked Estep 
Score: -9524306.000000 Penalty: 1090.089233
	Iteration 129Q: 3 clusters Score -9524306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -9524299.000000 Penalty: 1090.089233
	Iteration 130Q: 3 clusters Score -9524299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -9524291.000000 Penalty: 1090.089233
	Iteration 131Q: 3 clusters Score -9524291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -9524301.000000 Penalty: 1090.089233
	Iteration 132Q: 3 clusters Score -9524301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -9524285.000000 Penalty: 1090.089233
	Iteration 133Q: 3 clusters Score -9524285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -9524281.000000 Penalty: 1090.089233
	Iteration 134Q: 3 clusters Score -9524281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -9524308.000000 Penalty: 1090.089233
	Iteration 135Q: 3 clusters Score -9524308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -9524301.000000 Penalty: 1090.089233
	Iteration 136Q: 3 clusters Score -9524301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -9524290.000000 Penalty: 1090.089233
	Iteration 137Q: 3 clusters Score -9524290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 155014 members 
Entering Unmasked Estep 
Score: -9524284.000000 Penalty: 1090.089233
	Iteration 138Q: 3 clusters Score -9524284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -9524288.000000 Penalty: 1090.089233
	Iteration 139Q: 3 clusters Score -9524288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -9524291.000000 Penalty: 1090.089233
	Iteration 140F: 3 clusters Score -9524291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -9524299.000000 Penalty: 1090.089233
	Iteration 141Q: 3 clusters Score -9524299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -9524325.000000 Penalty: 1090.089233
	Iteration 142Q: 3 clusters Score -9524325 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -9524347.000000 Penalty: 1090.089233
	Iteration 143Q: 3 clusters Score -9524347 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -9524347.000000 Penalty: 1090.089233
	Iteration 144Q: 3 clusters Score -9524347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -9524351.000000 Penalty: 1090.089233
	Iteration 145Q: 3 clusters Score -9524351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -9524374.000000 Penalty: 1090.089233
	Iteration 146Q: 3 clusters Score -9524374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -9524375.000000 Penalty: 1090.089233
	Iteration 147Q: 3 clusters Score -9524375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -9524358.000000 Penalty: 1090.089233
	Iteration 148Q: 3 clusters Score -9524358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 156025 members 
Entering Unmasked Estep 
Score: -9524352.000000 Penalty: 1090.089233
	Iteration 149Q: 3 clusters Score -9524352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -9524362.000000 Penalty: 1090.089233
	Iteration 150Q: 3 clusters Score -9524362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -9524359.000000 Penalty: 1090.089233
	Iteration 151Q: 3 clusters Score -9524359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -9524364.000000 Penalty: 1090.089233
	Iteration 152Q: 3 clusters Score -9524364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -9524351.000000 Penalty: 1090.089233
	Iteration 153Q: 3 clusters Score -9524351 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -9524357.000000 Penalty: 1090.089233
	Iteration 154Q: 3 clusters Score -9524357 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -9524340.000000 Penalty: 1090.089233
	Iteration 155Q: 3 clusters Score -9524340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -9524337.000000 Penalty: 1090.089233
	Iteration 156Q: 3 clusters Score -9524337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -9524333.000000 Penalty: 1090.089233
	Iteration 157Q: 3 clusters Score -9524333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -9524344.000000 Penalty: 1090.089233
	Iteration 158Q: 3 clusters Score -9524344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -9524342.000000 Penalty: 1090.089233
	Iteration 159Q: 3 clusters Score -9524342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -9524337.000000 Penalty: 1090.089233
	Iteration 160F: 3 clusters Score -9524337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -9524351.000000 Penalty: 1090.089233
	Iteration 161Q: 3 clusters Score -9524351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 157248 members 
Entering Unmasked Estep 
Score: -9524342.000000 Penalty: 1090.089233
	Iteration 162Q: 3 clusters Score -9524342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -9524332.000000 Penalty: 1090.089233
	Iteration 163Q: 3 clusters Score -9524332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -9524319.000000 Penalty: 1090.089233
	Iteration 164Q: 3 clusters Score -9524319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -9524312.000000 Penalty: 1090.089233
	Iteration 165Q: 3 clusters Score -9524312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -9524301.000000 Penalty: 1090.089233
	Iteration 166Q: 3 clusters Score -9524301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -9524291.000000 Penalty: 1090.089233
	Iteration 167Q: 3 clusters Score -9524291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -9524294.000000 Penalty: 1090.089233
	Iteration 168Q: 3 clusters Score -9524294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -9524303.000000 Penalty: 1090.089233
	Iteration 169Q: 3 clusters Score -9524303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -9524306.000000 Penalty: 1090.089233
	Iteration 170Q: 3 clusters Score -9524306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -9524305.000000 Penalty: 1090.089233
	Iteration 171Q: 3 clusters Score -9524305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -9524311.000000 Penalty: 1090.089233
	Iteration 172Q: 3 clusters Score -9524311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -9524311.000000 Penalty: 1090.089233
	Iteration 173Q: 3 clusters Score -9524311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -9524300.000000 Penalty: 1090.089233
	Iteration 174Q: 3 clusters Score -9524300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -9524310.000000 Penalty: 1090.089233
	Iteration 175Q: 3 clusters Score -9524310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -9524312.000000 Penalty: 1090.089233
	Iteration 176Q: 3 clusters Score -9524312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -9524319.000000 Penalty: 1090.089233
	Iteration 177Q: 3 clusters Score -9524319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -9524322.000000 Penalty: 1090.089233
	Iteration 178Q: 3 clusters Score -9524322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -9524321.000000 Penalty: 1090.089233
	Iteration 179Q: 3 clusters Score -9524321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -9524327.000000 Penalty: 1090.089233
	Iteration 180F: 3 clusters Score -9524327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -9524321.000000 Penalty: 1090.089233
	Iteration 181Q: 3 clusters Score -9524321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 158227 members 
Entering Unmasked Estep 
Score: -9524322.000000 Penalty: 1090.089233
	Iteration 182Q: 3 clusters Score -9524322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -9524329.000000 Penalty: 1090.089233
	Iteration 183Q: 3 clusters Score -9524329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -9524321.000000 Penalty: 1090.089233
	Iteration 184Q: 3 clusters Score -9524321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -9524330.000000 Penalty: 1090.089233
	Iteration 185Q: 3 clusters Score -9524330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -9524325.000000 Penalty: 1090.089233
	Iteration 186Q: 3 clusters Score -9524325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -9524331.000000 Penalty: 1090.089233
	Iteration 187Q: 3 clusters Score -9524331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -9524322.000000 Penalty: 1090.089233
	Iteration 188Q: 3 clusters Score -9524322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -9524328.000000 Penalty: 1090.089233
	Iteration 189Q: 3 clusters Score -9524328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -9524326.000000 Penalty: 1090.089233
	Iteration 190Q: 3 clusters Score -9524326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -9524325.000000 Penalty: 1090.089233
	Iteration 191Q: 3 clusters Score -9524325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 158327 members 
Entering Unmasked Estep 
Score: -9524327.000000 Penalty: 1090.089233
	Iteration 192Q: 3 clusters Score -9524327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -9524325.000000 Penalty: 1090.089233
	Iteration 193Q: 3 clusters Score -9524325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -9524325.000000 Penalty: 1090.089233
	Iteration 194Q: 3 clusters Score -9524325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 158370 members 
Entering Unmasked Estep 
Score: -9524327.000000 Penalty: 1090.089233
	Iteration 195Q: 3 clusters Score -9524327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -9524338.000000 Penalty: 1090.089233
	Iteration 196Q: 3 clusters Score -9524338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 158390 members 
Entering Unmasked Estep 
Score: -9524345.000000 Penalty: 1090.089233
	Iteration 197Q: 3 clusters Score -9524345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -9524347.000000 Penalty: 1090.089233
	Iteration 198Q: 3 clusters Score -9524347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -9524347.000000 Penalty: 1090.089233
	Iteration 199F: 3 clusters Score -9524347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Entering Unmasked Estep 
Score: -1989674.250000 Penalty: 473.482117
	Iteration 0F: 2 clusters Score -1989674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1967632.375000 Penalty: 946.964233
	Iteration 0F: 3 clusters Score -1967632 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1976931.000000 Penalty: 946.964233
	Iteration 1F: 3 clusters Score -1976931 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1977320.250000 Penalty: 946.964233
	Iteration 2Q: 3 clusters Score -1977320 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1977718.500000 Penalty: 946.964233
	Iteration 3Q: 3 clusters Score -1977718 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1978202.375000 Penalty: 946.964233
	Iteration 4Q: 3 clusters Score -1978202 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1978812.250000 Penalty: 946.964233
	Iteration 5Q: 3 clusters Score -1978812 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1979607.000000 Penalty: 946.964233
	Iteration 6Q: 3 clusters Score -1979607 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1980724.875000 Penalty: 946.964233
	Iteration 7F: 3 clusters Score -1980725 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1982097.750000 Penalty: 946.964233
	Iteration 8F: 3 clusters Score -1982098 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1983305.750000 Penalty: 946.964233
	Iteration 9F: 3 clusters Score -1983306 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1984032.750000 Penalty: 946.964233
	Iteration 10Q: 3 clusters Score -1984033 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1984416.000000 Penalty: 946.964233
	Iteration 11Q: 3 clusters Score -1984416 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1984644.500000 Penalty: 946.964233
	Iteration 12Q: 3 clusters Score -1984644 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1984795.250000 Penalty: 946.964233
	Iteration 13Q: 3 clusters Score -1984795 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1984890.375000 Penalty: 946.964233
	Iteration 14Q: 3 clusters Score -1984890 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1984954.625000 Penalty: 946.964233
	Iteration 15Q: 3 clusters Score -1984955 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1985029.625000 Penalty: 946.964233
	Iteration 16Q: 3 clusters Score -1985030 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -1985090.125000 Penalty: 946.964233
	Iteration 17Q: 3 clusters Score -1985090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -1985143.875000 Penalty: 946.964233
	Iteration 18Q: 3 clusters Score -1985144 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1985206.250000 Penalty: 946.964233
	Iteration 19Q: 3 clusters Score -1985206 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1985275.125000 Penalty: 946.964233
	Iteration 20F: 3 clusters Score -1985275 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -1985333.875000 Penalty: 946.964233
	Iteration 21Q: 3 clusters Score -1985334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1985404.000000 Penalty: 946.964233
	Iteration 22Q: 3 clusters Score -1985404 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1985458.875000 Penalty: 946.964233
	Iteration 23Q: 3 clusters Score -1985459 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -1985527.500000 Penalty: 946.964233
	Iteration 24Q: 3 clusters Score -1985528 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -1985577.250000 Penalty: 946.964233
	Iteration 25Q: 3 clusters Score -1985577 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1985631.750000 Penalty: 946.964233
	Iteration 26Q: 3 clusters Score -1985632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1985684.500000 Penalty: 946.964233
	Iteration 27Q: 3 clusters Score -1985684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -1985750.000000 Penalty: 946.964233
	Iteration 28Q: 3 clusters Score -1985750 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -1985802.750000 Penalty: 946.964233
	Iteration 29Q: 3 clusters Score -1985803 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1985866.875000 Penalty: 946.964233
	Iteration 30Q: 3 clusters Score -1985867 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1985931.250000 Penalty: 946.964233
	Iteration 31Q: 3 clusters Score -1985931 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -1985979.875000 Penalty: 946.964233
	Iteration 32Q: 3 clusters Score -1985980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -1986037.500000 Penalty: 946.964233
	Iteration 33Q: 3 clusters Score -1986038 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1986111.375000 Penalty: 946.964233
	Iteration 34Q: 3 clusters Score -1986111 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -1986187.000000 Penalty: 946.964233
	Iteration 35Q: 3 clusters Score -1986187 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1986273.625000 Penalty: 946.964233
	Iteration 36Q: 3 clusters Score -1986274 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -1986396.000000 Penalty: 946.964233
	Iteration 37Q: 3 clusters Score -1986396 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -1986531.875000 Penalty: 946.964233
	Iteration 38Q: 3 clusters Score -1986532 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1986679.750000 Penalty: 946.964233
	Iteration 39Q: 3 clusters Score -1986680 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -1986843.250000 Penalty: 946.964233
	Iteration 40F: 3 clusters Score -1986843 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -1987002.250000 Penalty: 946.964233
	Iteration 41Q: 3 clusters Score -1987002 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1987157.250000 Penalty: 946.964233
	Iteration 42Q: 3 clusters Score -1987157 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -1987303.375000 Penalty: 946.964233
	Iteration 43Q: 3 clusters Score -1987303 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1987467.750000 Penalty: 946.964233
	Iteration 44Q: 3 clusters Score -1987468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -1987642.625000 Penalty: 946.964233
	Iteration 45Q: 3 clusters Score -1987643 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -1987802.625000 Penalty: 946.964233
	Iteration 46Q: 3 clusters Score -1987803 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -1987983.375000 Penalty: 946.964233
	Iteration 47Q: 3 clusters Score -1987983 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -1988161.750000 Penalty: 946.964233
	Iteration 48Q: 3 clusters Score -1988162 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -1988329.875000 Penalty: 946.964233
	Iteration 49Q: 3 clusters Score -1988330 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -1988490.625000 Penalty: 946.964233
	Iteration 50Q: 3 clusters Score -1988491 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -1988631.375000 Penalty: 946.964233
	Iteration 51Q: 3 clusters Score -1988631 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -1988730.125000 Penalty: 946.964233
	Iteration 52Q: 3 clusters Score -1988730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -1988819.500000 Penalty: 946.964233
	Iteration 53Q: 3 clusters Score -1988820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -1988890.375000 Penalty: 946.964233
	Iteration 54Q: 3 clusters Score -1988890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -1988959.125000 Penalty: 946.964233
	Iteration 55Q: 3 clusters Score -1988959 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -1989015.125000 Penalty: 946.964233
	Iteration 56Q: 3 clusters Score -1989015 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -1989070.625000 Penalty: 946.964233
	Iteration 57Q: 3 clusters Score -1989071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -1989115.125000 Penalty: 946.964233
	Iteration 58Q: 3 clusters Score -1989115 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -1989154.250000 Penalty: 946.964233
	Iteration 59Q: 3 clusters Score -1989154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -1989173.000000 Penalty: 946.964233
	Iteration 60F: 3 clusters Score -1989173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -1989189.000000 Penalty: 946.964233
	Iteration 61Q: 3 clusters Score -1989189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -1989206.500000 Penalty: 946.964233
	Iteration 62Q: 3 clusters Score -1989206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -1989221.500000 Penalty: 946.964233
	Iteration 63Q: 3 clusters Score -1989222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -1989239.750000 Penalty: 946.964233
	Iteration 64Q: 3 clusters Score -1989240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -1989249.375000 Penalty: 946.964233
	Iteration 65Q: 3 clusters Score -1989249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -1989252.500000 Penalty: 946.964233
	Iteration 66Q: 3 clusters Score -1989252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -1989261.250000 Penalty: 946.964233
	Iteration 67Q: 3 clusters Score -1989261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -1989270.000000 Penalty: 946.964233
	Iteration 68Q: 3 clusters Score -1989270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -1989277.375000 Penalty: 946.964233
	Iteration 69Q: 3 clusters Score -1989277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -1989281.000000 Penalty: 946.964233
	Iteration 70Q: 3 clusters Score -1989281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -1989281.375000 Penalty: 946.964233
	Iteration 71Q: 3 clusters Score -1989281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -1989282.125000 Penalty: 946.964233
	Iteration 72Q: 3 clusters Score -1989282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -1989282.125000 Penalty: 946.964233
	Iteration 73F: 3 clusters Score -1989282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Entering Unmasked Estep 
Score: -5789884.000000 Penalty: 522.207642
	Iteration 0F: 2 clusters Score -5789884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5724925.500000 Penalty: 1044.415283
	Iteration 0F: 3 clusters Score -5724926 nChanged 47251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -5754770.500000 Penalty: 1044.415283
	Iteration 1F: 3 clusters Score -5754770 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -5757162.500000 Penalty: 1044.415283
	Iteration 2Q: 3 clusters Score -5757162 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -5760814.500000 Penalty: 1044.415283
	Iteration 3F: 3 clusters Score -5760814 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -5765975.500000 Penalty: 1044.415283
	Iteration 4F: 3 clusters Score -5765976 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -5771221.000000 Penalty: 1044.415283
	Iteration 5F: 3 clusters Score -5771221 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -5774153.000000 Penalty: 1044.415283
	Iteration 6F: 3 clusters Score -5774153 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -5775417.000000 Penalty: 1044.415283
	Iteration 7Q: 3 clusters Score -5775417 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -5776262.500000 Penalty: 1044.415283
	Iteration 8Q: 3 clusters Score -5776262 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -5777138.500000 Penalty: 1044.415283
	Iteration 9Q: 3 clusters Score -5777138 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -5778109.000000 Penalty: 1044.415283
	Iteration 10Q: 3 clusters Score -5778109 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -5779128.000000 Penalty: 1044.415283
	Iteration 11Q: 3 clusters Score -5779128 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -5780299.500000 Penalty: 1044.415283
	Iteration 12Q: 3 clusters Score -5780300 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -5781511.500000 Penalty: 1044.415283
	Iteration 13Q: 3 clusters Score -5781512 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -5782631.000000 Penalty: 1044.415283
	Iteration 14Q: 3 clusters Score -5782631 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -5783778.000000 Penalty: 1044.415283
	Iteration 15Q: 3 clusters Score -5783778 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -5784911.000000 Penalty: 1044.415283
	Iteration 16Q: 3 clusters Score -5784911 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -5785919.500000 Penalty: 1044.415283
	Iteration 17Q: 3 clusters Score -5785920 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -5786825.000000 Penalty: 1044.415283
	Iteration 18Q: 3 clusters Score -5786825 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -5787565.500000 Penalty: 1044.415283
	Iteration 19Q: 3 clusters Score -5787566 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -5788141.000000 Penalty: 1044.415283
	Iteration 20F: 3 clusters Score -5788141 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -5788543.500000 Penalty: 1044.415283
	Iteration 21Q: 3 clusters Score -5788544 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -5788875.500000 Penalty: 1044.415283
	Iteration 22Q: 3 clusters Score -5788876 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -5789139.500000 Penalty: 1044.415283
	Iteration 23Q: 3 clusters Score -5789140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -5789326.500000 Penalty: 1044.415283
	Iteration 24Q: 3 clusters Score -5789326 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -5789412.500000 Penalty: 1044.415283
	Iteration 25Q: 3 clusters Score -5789412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -5789480.500000 Penalty: 1044.415283
	Iteration 26Q: 3 clusters Score -5789480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -5789523.000000 Penalty: 1044.415283
	Iteration 27Q: 3 clusters Score -5789523 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -5789579.000000 Penalty: 1044.415283
	Iteration 28Q: 3 clusters Score -5789579 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -5789615.000000 Penalty: 1044.415283
	Iteration 29Q: 3 clusters Score -5789615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -5789645.500000 Penalty: 1044.415283
	Iteration 30Q: 3 clusters Score -5789646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -5789673.000000 Penalty: 1044.415283
	Iteration 31Q: 3 clusters Score -5789673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -5789677.500000 Penalty: 1044.415283
	Iteration 32Q: 3 clusters Score -5789678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -5789688.500000 Penalty: 1044.415283
	Iteration 33Q: 3 clusters Score -5789688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -5789698.000000 Penalty: 1044.415283
	Iteration 34Q: 3 clusters Score -5789698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -5789712.500000 Penalty: 1044.415283
	Iteration 35Q: 3 clusters Score -5789712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -5789702.000000 Penalty: 1044.415283
	Iteration 36Q: 3 clusters Score -5789702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -5789706.500000 Penalty: 1044.415283
	Iteration 37Q: 3 clusters Score -5789706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -5789715.000000 Penalty: 1044.415283
	Iteration 38Q: 3 clusters Score -5789715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -5789716.000000 Penalty: 1044.415283
	Iteration 39Q: 3 clusters Score -5789716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -5789723.000000 Penalty: 1044.415283
	Iteration 40F: 3 clusters Score -5789723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -5789733.500000 Penalty: 1044.415283
	Iteration 41Q: 3 clusters Score -5789734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -5789723.500000 Penalty: 1044.415283
	Iteration 42Q: 3 clusters Score -5789724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -5789728.500000 Penalty: 1044.415283
	Iteration 43Q: 3 clusters Score -5789728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -5789730.000000 Penalty: 1044.415283
	Iteration 44Q: 3 clusters Score -5789730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -5789729.000000 Penalty: 1044.415283
	Iteration 45Q: 3 clusters Score -5789729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -5789736.000000 Penalty: 1044.415283
	Iteration 46Q: 3 clusters Score -5789736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -5789735.500000 Penalty: 1044.415283
	Iteration 47Q: 3 clusters Score -5789736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -5789741.500000 Penalty: 1044.415283
	Iteration 48Q: 3 clusters Score -5789742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -5789738.000000 Penalty: 1044.415283
	Iteration 49Q: 3 clusters Score -5789738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -5789731.000000 Penalty: 1044.415283
	Iteration 50Q: 3 clusters Score -5789731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -5789732.500000 Penalty: 1044.415283
	Iteration 51Q: 3 clusters Score -5789732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -5789732.000000 Penalty: 1044.415283
	Iteration 52Q: 3 clusters Score -5789732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -5789737.000000 Penalty: 1044.415283
	Iteration 53Q: 3 clusters Score -5789737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -5789728.500000 Penalty: 1044.415283
	Iteration 54Q: 3 clusters Score -5789728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -5789741.500000 Penalty: 1044.415283
	Iteration 55Q: 3 clusters Score -5789742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -5789741.000000 Penalty: 1044.415283
	Iteration 56Q: 3 clusters Score -5789741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -5789746.000000 Penalty: 1044.415283
	Iteration 57Q: 3 clusters Score -5789746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -5789744.000000 Penalty: 1044.415283
	Iteration 58Q: 3 clusters Score -5789744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -5789748.000000 Penalty: 1044.415283
	Iteration 59Q: 3 clusters Score -5789748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -5789749.500000 Penalty: 1044.415283
	Iteration 60F: 3 clusters Score -5789750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -5789758.000000 Penalty: 1044.415283
	Iteration 61Q: 3 clusters Score -5789758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -5789757.500000 Penalty: 1044.415283
	Iteration 62Q: 3 clusters Score -5789758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -5789753.000000 Penalty: 1044.415283
	Iteration 63Q: 3 clusters Score -5789753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -5789755.000000 Penalty: 1044.415283
	Iteration 64Q: 3 clusters Score -5789755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -5789759.000000 Penalty: 1044.415283
	Iteration 65Q: 3 clusters Score -5789759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -5789762.000000 Penalty: 1044.415283
	Iteration 66Q: 3 clusters Score -5789762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -5789757.500000 Penalty: 1044.415283
	Iteration 67Q: 3 clusters Score -5789758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -5789757.500000 Penalty: 1044.415283
	Iteration 68Q: 3 clusters Score -5789758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -5789759.000000 Penalty: 1044.415283
	Iteration 69Q: 3 clusters Score -5789759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -5789758.000000 Penalty: 1044.415283
	Iteration 70Q: 3 clusters Score -5789758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -5789760.000000 Penalty: 1044.415283
	Iteration 71Q: 3 clusters Score -5789760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -5789758.500000 Penalty: 1044.415283
	Iteration 72Q: 3 clusters Score -5789758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -5789759.500000 Penalty: 1044.415283
	Iteration 73Q: 3 clusters Score -5789760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -5789759.500000 Penalty: 1044.415283
	Iteration 74F: 3 clusters Score -5789760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -192247.781250 Penalty: 368.141174
	Iteration 0F: 2 clusters Score -192247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -190041.046875 Penalty: 736.282349
	Iteration 0F: 3 clusters Score -190041 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -190813.250000 Penalty: 736.282349
	Iteration 1F: 3 clusters Score -190813.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -190953.359375 Penalty: 736.282349
	Iteration 2F: 3 clusters Score -190953.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -191074.265625 Penalty: 736.282349
	Iteration 3F: 3 clusters Score -191074.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -191216.328125 Penalty: 736.282349
	Iteration 4F: 3 clusters Score -191216.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -191346.562500 Penalty: 736.282349
	Iteration 5F: 3 clusters Score -191346.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -191421.015625 Penalty: 736.282349
	Iteration 6Q: 3 clusters Score -191421 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -191466.593750 Penalty: 736.282349
	Iteration 7Q: 3 clusters Score -191466.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -191509.671875 Penalty: 736.282349
	Iteration 8Q: 3 clusters Score -191509.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -191551.921875 Penalty: 736.282349
	Iteration 9Q: 3 clusters Score -191551.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -191596.140625 Penalty: 736.282349
	Iteration 10Q: 3 clusters Score -191596.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -191638.140625 Penalty: 736.282349
	Iteration 11Q: 3 clusters Score -191638.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -191674.609375 Penalty: 736.282349
	Iteration 12Q: 3 clusters Score -191674.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -191698.921875 Penalty: 736.282349
	Iteration 13Q: 3 clusters Score -191698.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -191718.234375 Penalty: 736.282349
	Iteration 14Q: 3 clusters Score -191718.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -191746.093750 Penalty: 736.282349
	Iteration 15Q: 3 clusters Score -191746.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -191772.609375 Penalty: 736.282349
	Iteration 16Q: 3 clusters Score -191772.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -191797.406250 Penalty: 736.282349
	Iteration 17Q: 3 clusters Score -191797.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -191817.468750 Penalty: 736.282349
	Iteration 18Q: 3 clusters Score -191817.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -191831.203125 Penalty: 736.282349
	Iteration 19Q: 3 clusters Score -191831.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -191842.687500 Penalty: 736.282349
	Iteration 20F: 3 clusters Score -191842.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -191856.515625 Penalty: 736.282349
	Iteration 21Q: 3 clusters Score -191856.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -191867.140625 Penalty: 736.282349
	Iteration 22Q: 3 clusters Score -191867.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -191875.625000 Penalty: 736.282349
	Iteration 23Q: 3 clusters Score -191875.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -191887.093750 Penalty: 736.282349
	Iteration 24Q: 3 clusters Score -191887.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -191894.156250 Penalty: 736.282349
	Iteration 25Q: 3 clusters Score -191894.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -191899.312500 Penalty: 736.282349
	Iteration 26Q: 3 clusters Score -191899.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -191905.781250 Penalty: 736.282349
	Iteration 27Q: 3 clusters Score -191905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -191911.890625 Penalty: 736.282349
	Iteration 28Q: 3 clusters Score -191911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -191918.125000 Penalty: 736.282349
	Iteration 29Q: 3 clusters Score -191918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -191922.843750 Penalty: 736.282349
	Iteration 30Q: 3 clusters Score -191922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -191927.500000 Penalty: 736.282349
	Iteration 31Q: 3 clusters Score -191927.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -191936.140625 Penalty: 736.282349
	Iteration 32Q: 3 clusters Score -191936.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -191942.531250 Penalty: 736.282349
	Iteration 33Q: 3 clusters Score -191942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -191946.125000 Penalty: 736.282349
	Iteration 34Q: 3 clusters Score -191946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -191947.234375 Penalty: 736.282349
	Iteration 35Q: 3 clusters Score -191947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -191947.484375 Penalty: 736.282349
	Iteration 36Q: 3 clusters Score -191947.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -191947.828125 Penalty: 736.282349
	Iteration 37Q: 3 clusters Score -191947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -191947.828125 Penalty: 736.282349
	Iteration 38F: 3 clusters Score -191947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Entering Unmasked Estep 
Score: -4374540.000000 Penalty: 509.455139
	Iteration 0F: 2 clusters Score -4374540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4325248.000000 Penalty: 1018.910278
	Iteration 0F: 3 clusters Score -4325248 nChanged 35678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4346285.500000 Penalty: 1018.910278
	Iteration 1F: 3 clusters Score -4346286 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4347474.000000 Penalty: 1018.910278
	Iteration 2Q: 3 clusters Score -4347474 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4349623.500000 Penalty: 1018.910278
	Iteration 3F: 3 clusters Score -4349624 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4352849.500000 Penalty: 1018.910278
	Iteration 4F: 3 clusters Score -4352850 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4357010.500000 Penalty: 1018.910278
	Iteration 5F: 3 clusters Score -4357010 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4361793.000000 Penalty: 1018.910278
	Iteration 6F: 3 clusters Score -4361793 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4366108.000000 Penalty: 1018.910278
	Iteration 7F: 3 clusters Score -4366108 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4369494.000000 Penalty: 1018.910278
	Iteration 8F: 3 clusters Score -4369494 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4371789.500000 Penalty: 1018.910278
	Iteration 9Q: 3 clusters Score -4371790 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4373068.500000 Penalty: 1018.910278
	Iteration 10Q: 3 clusters Score -4373068 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4373660.000000 Penalty: 1018.910278
	Iteration 11Q: 3 clusters Score -4373660 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4373912.500000 Penalty: 1018.910278
	Iteration 12Q: 3 clusters Score -4373912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4373993.000000 Penalty: 1018.910278
	Iteration 13Q: 3 clusters Score -4373993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4374044.500000 Penalty: 1018.910278
	Iteration 14Q: 3 clusters Score -4374044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4374068.500000 Penalty: 1018.910278
	Iteration 15Q: 3 clusters Score -4374068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4374077.500000 Penalty: 1018.910278
	Iteration 16Q: 3 clusters Score -4374078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4374085.500000 Penalty: 1018.910278
	Iteration 17Q: 3 clusters Score -4374086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4374085.500000 Penalty: 1018.910278
	Iteration 18Q: 3 clusters Score -4374086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4374094.000000 Penalty: 1018.910278
	Iteration 19Q: 3 clusters Score -4374094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4374092.500000 Penalty: 1018.910278
	Iteration 20F: 3 clusters Score -4374092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4374095.000000 Penalty: 1018.910278
	Iteration 21Q: 3 clusters Score -4374095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4374095.000000 Penalty: 1018.910278
	Iteration 22F: 3 clusters Score -4374095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -7385.241211 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -7385.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7065.892578 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -7065.893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7290.665039 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -7290.665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7361.908691 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -7361.909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7383.860352 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -7383.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7397.957031 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -7397.957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7402.220703 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -7402.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7403.012207 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -7403.012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7407.362305 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -7407.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7409.788574 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -7409.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7413.055664 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -7413.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7414.786133 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -7414.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7414.786133 Penalty: 536.390686
	Iteration 11F: 3 clusters Score -7414.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 96480 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 100 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 110944 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63193 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 126772 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15428 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12666 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Mstep: Class 85 contains 263 members 
Entering Unmasked Estep 
Score: -58207112.000000 Penalty: 53495.402344
Splitting cluster 6 changes total score from -58207440.000000 to -58207112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -23293.132812 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -23293.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22936.408203 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -22936.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23099.617188 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -23099.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23226.611328 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -23226.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23324.992188 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -23324.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23355.371094 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -23355.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23365.273438 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -23365.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23370.976562 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -23370.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23372.744141 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -23372.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23374.820312 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -23374.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23374.820312 Penalty: 532.288574
	Iteration 9F: 3 clusters Score -23374.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 33064 members 
Mstep: Class 3 contains 96480 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 72898 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 110944 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 63193 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 127981 members 
Mstep: Class 17 contains 126772 members 
Mstep: Class 18 contains 123870 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 15428 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 452 members 
Mstep: Class 31 contains 12666 members 
Mstep: Class 32 contains 2617 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 14698 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 140 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 6049 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 113 members 
Mstep: Class 48 contains 340 members 
Mstep: Class 49 contains 119 members 
Mstep: Class 50 contains 750 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 645 members 
Mstep: Class 55 contains 337 members 
Mstep: Class 56 contains 1119 members 
Mstep: Class 57 contains 191 members 
Mstep: Class 58 contains 259 members 
Mstep: Class 59 contains 409 members 
Mstep: Class 60 contains 87 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 229 members 
Mstep: Class 64 contains 330 members 
Mstep: Class 65 contains 250 members 
Mstep: Class 66 contains 188 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 60 members 
Mstep: Class 70 contains 271 members 
Mstep: Class 71 contains 61 members 
Mstep: Class 72 contains 76 members 
Mstep: Class 73 contains 243 members 
Mstep: Class 74 contains 98 members 
Mstep: Class 75 contains 286 members 
Mstep: Class 76 contains 342 members 
Mstep: Class 77 contains 141 members 
Mstep: Class 78 contains 144 members 
Mstep: Class 79 contains 158 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 233 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 929 members 
Mstep: Class 84 contains 100 members 
Mstep: Class 85 contains 270 members 
Entering Unmasked Estep 
Score: -58207104.000000 Penalty: 53495.402344
Splitting cluster 7 changes total score from -58207440.000000 to -58207104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (110944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Entering Unmasked Estep 
Score: -6662633.500000 Penalty: 528.563538
	Iteration 0F: 2 clusters Score -6662634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -6589416.500000 Penalty: 1057.127075
	Iteration 0F: 3 clusters Score -6589416 nChanged 54275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -6623454.500000 Penalty: 1057.127075
	Iteration 1F: 3 clusters Score -6623454 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6625321.000000 Penalty: 1057.127075
	Iteration 2Q: 3 clusters Score -6625321 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6628065.000000 Penalty: 1057.127075
	Iteration 3Q: 3 clusters Score -6628065 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -6632039.000000 Penalty: 1057.127075
	Iteration 4F: 3 clusters Score -6632039 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6637333.000000 Penalty: 1057.127075
	Iteration 5F: 3 clusters Score -6637333 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6642550.000000 Penalty: 1057.127075
	Iteration 6F: 3 clusters Score -6642550 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -6645453.000000 Penalty: 1057.127075
	Iteration 7F: 3 clusters Score -6645453 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6646373.000000 Penalty: 1057.127075
	Iteration 8Q: 3 clusters Score -6646373 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6646741.000000 Penalty: 1057.127075
	Iteration 9Q: 3 clusters Score -6646741 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6646946.500000 Penalty: 1057.127075
	Iteration 10Q: 3 clusters Score -6646946 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6647160.000000 Penalty: 1057.127075
	Iteration 11Q: 3 clusters Score -6647160 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6647342.000000 Penalty: 1057.127075
	Iteration 12Q: 3 clusters Score -6647342 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -6647647.000000 Penalty: 1057.127075
	Iteration 13Q: 3 clusters Score -6647647 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6647858.500000 Penalty: 1057.127075
	Iteration 14Q: 3 clusters Score -6647858 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6648136.500000 Penalty: 1057.127075
	Iteration 15Q: 3 clusters Score -6648136 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -6648398.500000 Penalty: 1057.127075
	Iteration 16Q: 3 clusters Score -6648398 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6648642.000000 Penalty: 1057.127075
	Iteration 17Q: 3 clusters Score -6648642 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -6648882.500000 Penalty: 1057.127075
	Iteration 18Q: 3 clusters Score -6648882 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -6649277.000000 Penalty: 1057.127075
	Iteration 19Q: 3 clusters Score -6649277 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -6649482.000000 Penalty: 1057.127075
	Iteration 20F: 3 clusters Score -6649482 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -6649719.000000 Penalty: 1057.127075
	Iteration 21Q: 3 clusters Score -6649719 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -6650005.000000 Penalty: 1057.127075
	Iteration 22Q: 3 clusters Score -6650005 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -6650312.500000 Penalty: 1057.127075
	Iteration 23Q: 3 clusters Score -6650312 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -6650623.000000 Penalty: 1057.127075
	Iteration 24Q: 3 clusters Score -6650623 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -6651019.500000 Penalty: 1057.127075
	Iteration 25Q: 3 clusters Score -6651020 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6651384.000000 Penalty: 1057.127075
	Iteration 26Q: 3 clusters Score -6651384 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -6651789.500000 Penalty: 1057.127075
	Iteration 27Q: 3 clusters Score -6651790 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -6652227.000000 Penalty: 1057.127075
	Iteration 28Q: 3 clusters Score -6652227 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6652658.500000 Penalty: 1057.127075
	Iteration 29Q: 3 clusters Score -6652658 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -6653130.000000 Penalty: 1057.127075
	Iteration 30Q: 3 clusters Score -6653130 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -6653636.000000 Penalty: 1057.127075
	Iteration 31Q: 3 clusters Score -6653636 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -6654223.000000 Penalty: 1057.127075
	Iteration 32Q: 3 clusters Score -6654223 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -6654785.500000 Penalty: 1057.127075
	Iteration 33Q: 3 clusters Score -6654786 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6655404.000000 Penalty: 1057.127075
	Iteration 34Q: 3 clusters Score -6655404 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -6655885.000000 Penalty: 1057.127075
	Iteration 35Q: 3 clusters Score -6655885 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -6656412.000000 Penalty: 1057.127075
	Iteration 36Q: 3 clusters Score -6656412 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -6656941.000000 Penalty: 1057.127075
	Iteration 37Q: 3 clusters Score -6656941 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -6657443.500000 Penalty: 1057.127075
	Iteration 38Q: 3 clusters Score -6657444 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6658054.500000 Penalty: 1057.127075
	Iteration 39Q: 3 clusters Score -6658054 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -6658543.000000 Penalty: 1057.127075
	Iteration 40F: 3 clusters Score -6658543 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6659033.500000 Penalty: 1057.127075
	Iteration 41Q: 3 clusters Score -6659034 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -6659547.000000 Penalty: 1057.127075
	Iteration 42Q: 3 clusters Score -6659547 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -6660044.000000 Penalty: 1057.127075
	Iteration 43Q: 3 clusters Score -6660044 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6660452.500000 Penalty: 1057.127075
	Iteration 44Q: 3 clusters Score -6660452 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -6660775.000000 Penalty: 1057.127075
	Iteration 45Q: 3 clusters Score -6660775 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6661070.500000 Penalty: 1057.127075
	Iteration 46Q: 3 clusters Score -6661070 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6661313.000000 Penalty: 1057.127075
	Iteration 47Q: 3 clusters Score -6661313 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6661481.000000 Penalty: 1057.127075
	Iteration 48Q: 3 clusters Score -6661481 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6661646.500000 Penalty: 1057.127075
	Iteration 49Q: 3 clusters Score -6661646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6661716.000000 Penalty: 1057.127075
	Iteration 50Q: 3 clusters Score -6661716 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6661800.500000 Penalty: 1057.127075
	Iteration 51Q: 3 clusters Score -6661800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6661893.000000 Penalty: 1057.127075
	Iteration 52Q: 3 clusters Score -6661893 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6661953.000000 Penalty: 1057.127075
	Iteration 53Q: 3 clusters Score -6661953 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6662007.000000 Penalty: 1057.127075
	Iteration 54Q: 3 clusters Score -6662007 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6662043.000000 Penalty: 1057.127075
	Iteration 55Q: 3 clusters Score -6662043 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6662076.000000 Penalty: 1057.127075
	Iteration 56Q: 3 clusters Score -6662076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6662098.500000 Penalty: 1057.127075
	Iteration 57Q: 3 clusters Score -6662098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6662128.000000 Penalty: 1057.127075
	Iteration 58Q: 3 clusters Score -6662128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6662129.500000 Penalty: 1057.127075
	Iteration 59Q: 3 clusters Score -6662130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6662147.000000 Penalty: 1057.127075
	Iteration 60F: 3 clusters Score -6662147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6662160.500000 Penalty: 1057.127075
	Iteration 61Q: 3 clusters Score -6662160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6662181.000000 Penalty: 1057.127075
	Iteration 62Q: 3 clusters Score -6662181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6662190.500000 Penalty: 1057.127075
	Iteration 63Q: 3 clusters Score -6662190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6662206.000000 Penalty: 1057.127075
	Iteration 64Q: 3 clusters Score -6662206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6662214.000000 Penalty: 1057.127075
	Iteration 65Q: 3 clusters Score -6662214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6662215.500000 Penalty: 1057.127075
	Iteration 66Q: 3 clusters Score -6662216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6662217.000000 Penalty: 1057.127075
	Iteration 67Q: 3 clusters Score -6662217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6662232.500000 Penalty: 1057.127075
	Iteration 68Q: 3 clusters Score -6662232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6662236.000000 Penalty: 1057.127075
	Iteration 69Q: 3 clusters Score -6662236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6662240.500000 Penalty: 1057.127075
	Iteration 70Q: 3 clusters Score -6662240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110281 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6662243.000000 Penalty: 1057.127075
	Iteration 71Q: 3 clusters Score -6662243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6662251.000000 Penalty: 1057.127075
	Iteration 72Q: 3 clusters Score -6662251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6662252.000000 Penalty: 1057.127075
	Iteration 73Q: 3 clusters Score -6662252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6662249.500000 Penalty: 1057.127075
	Iteration 74Q: 3 clusters Score -6662250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6662250.500000 Penalty: 1057.127075
	Iteration 75Q: 3 clusters Score -6662250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6662249.000000 Penalty: 1057.127075
	Iteration 76Q: 3 clusters Score -6662249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6662257.000000 Penalty: 1057.127075
	Iteration 77Q: 3 clusters Score -6662257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6662256.000000 Penalty: 1057.127075
	Iteration 78Q: 3 clusters Score -6662256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6662263.500000 Penalty: 1057.127075
	Iteration 79Q: 3 clusters Score -6662264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6662268.500000 Penalty: 1057.127075
	Iteration 80F: 3 clusters Score -6662268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6662263.000000 Penalty: 1057.127075
	Iteration 81Q: 3 clusters Score -6662263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6662264.000000 Penalty: 1057.127075
	Iteration 82Q: 3 clusters Score -6662264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6662268.000000 Penalty: 1057.127075
	Iteration 83Q: 3 clusters Score -6662268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6662276.500000 Penalty: 1057.127075
	Iteration 84Q: 3 clusters Score -6662276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6662275.000000 Penalty: 1057.127075
	Iteration 85Q: 3 clusters Score -6662275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6662276.000000 Penalty: 1057.127075
	Iteration 86Q: 3 clusters Score -6662276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6662291.500000 Penalty: 1057.127075
	Iteration 87Q: 3 clusters Score -6662292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6662288.000000 Penalty: 1057.127075
	Iteration 88Q: 3 clusters Score -6662288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6662288.500000 Penalty: 1057.127075
	Iteration 89Q: 3 clusters Score -6662288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6662288.000000 Penalty: 1057.127075
	Iteration 90Q: 3 clusters Score -6662288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6662292.500000 Penalty: 1057.127075
	Iteration 91Q: 3 clusters Score -6662292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6662297.500000 Penalty: 1057.127075
	Iteration 92Q: 3 clusters Score -6662298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6662298.500000 Penalty: 1057.127075
	Iteration 93Q: 3 clusters Score -6662298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6662290.500000 Penalty: 1057.127075
	Iteration 94Q: 3 clusters Score -6662290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6662290.500000 Penalty: 1057.127075
	Iteration 95Q: 3 clusters Score -6662290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6662296.000000 Penalty: 1057.127075
	Iteration 96Q: 3 clusters Score -6662296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6662294.000000 Penalty: 1057.127075
	Iteration 97Q: 3 clusters Score -6662294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6662295.500000 Penalty: 1057.127075
	Iteration 98Q: 3 clusters Score -6662296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6662297.000000 Penalty: 1057.127075
	Iteration 99Q: 3 clusters Score -6662297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6662289.500000 Penalty: 1057.127075
	Iteration 100F: 3 clusters Score -6662290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6662289.500000 Penalty: 1057.127075
	Iteration 101Q: 3 clusters Score -6662290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6662294.000000 Penalty: 1057.127075
	Iteration 102Q: 3 clusters Score -6662294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6662295.000000 Penalty: 1057.127075
	Iteration 103Q: 3 clusters Score -6662295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6662295.000000 Penalty: 1057.127075
	Iteration 104F: 3 clusters Score -6662295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14909.803711 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14611.024414 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14611.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14690.688477 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14690.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14736.374023 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14736.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14799.690430 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14799.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14840.381836 Penalty: 506.371338
	Iteration 4F: 3 clusters Score -14840.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14851.282227 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14851.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14868.485352 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14868.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14877.649414 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14877.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14882.745117 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14882.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14885.964844 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14885.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14889.992188 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14889.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14889.992188 Penalty: 506.371338
	Iteration 11F: 3 clusters Score -14889.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -419290.687500 Penalty: 404.268677
	Iteration 0F: 2 clusters Score -419290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -414488.375000 Penalty: 808.537354
	Iteration 0F: 3 clusters Score -414488.4 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -416395.656250 Penalty: 808.537354
	Iteration 1F: 3 clusters Score -416395.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -416597.625000 Penalty: 808.537354
	Iteration 2F: 3 clusters Score -416597.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -416801.718750 Penalty: 808.537354
	Iteration 3F: 3 clusters Score -416801.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -417006.687500 Penalty: 808.537354
	Iteration 4F: 3 clusters Score -417006.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -417211.687500 Penalty: 808.537354
	Iteration 5F: 3 clusters Score -417211.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -417389.312500 Penalty: 808.537354
	Iteration 6Q: 3 clusters Score -417389.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -417532.437500 Penalty: 808.537354
	Iteration 7Q: 3 clusters Score -417532.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -417624.531250 Penalty: 808.537354
	Iteration 8Q: 3 clusters Score -417624.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -417680.156250 Penalty: 808.537354
	Iteration 9Q: 3 clusters Score -417680.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -417705.312500 Penalty: 808.537354
	Iteration 10Q: 3 clusters Score -417705.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -417721.031250 Penalty: 808.537354
	Iteration 11Q: 3 clusters Score -417721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -417730.406250 Penalty: 808.537354
	Iteration 12Q: 3 clusters Score -417730.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -417737.593750 Penalty: 808.537354
	Iteration 13Q: 3 clusters Score -417737.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -417742.125000 Penalty: 808.537354
	Iteration 14Q: 3 clusters Score -417742.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -417743.468750 Penalty: 808.537354
	Iteration 15Q: 3 clusters Score -417743.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -417746.343750 Penalty: 808.537354
	Iteration 16Q: 3 clusters Score -417746.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -417747.593750 Penalty: 808.537354
	Iteration 17Q: 3 clusters Score -417747.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -417751.593750 Penalty: 808.537354
	Iteration 18Q: 3 clusters Score -417751.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -417754.968750 Penalty: 808.537354
	Iteration 19Q: 3 clusters Score -417755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -417758.062500 Penalty: 808.537354
	Iteration 20F: 3 clusters Score -417758.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -417762.218750 Penalty: 808.537354
	Iteration 21Q: 3 clusters Score -417762.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -417766.281250 Penalty: 808.537354
	Iteration 22Q: 3 clusters Score -417766.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -417769.656250 Penalty: 808.537354
	Iteration 23Q: 3 clusters Score -417769.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -417773.687500 Penalty: 808.537354
	Iteration 24Q: 3 clusters Score -417773.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -417776.031250 Penalty: 808.537354
	Iteration 25Q: 3 clusters Score -417776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -417778.281250 Penalty: 808.537354
	Iteration 26Q: 3 clusters Score -417778.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -417779.718750 Penalty: 808.537354
	Iteration 27Q: 3 clusters Score -417779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -417780.937500 Penalty: 808.537354
	Iteration 28Q: 3 clusters Score -417780.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -417781.812500 Penalty: 808.537354
	Iteration 29Q: 3 clusters Score -417781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -417782.937500 Penalty: 808.537354
	Iteration 30Q: 3 clusters Score -417782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -417785.812500 Penalty: 808.537354
	Iteration 31Q: 3 clusters Score -417785.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -417788.437500 Penalty: 808.537354
	Iteration 32Q: 3 clusters Score -417788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -417792.218750 Penalty: 808.537354
	Iteration 33Q: 3 clusters Score -417792.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -417795.062500 Penalty: 808.537354
	Iteration 34Q: 3 clusters Score -417795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -417801.625000 Penalty: 808.537354
	Iteration 35Q: 3 clusters Score -417801.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -417806.593750 Penalty: 808.537354
	Iteration 36Q: 3 clusters Score -417806.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -417812.343750 Penalty: 808.537354
	Iteration 37Q: 3 clusters Score -417812.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -417816.468750 Penalty: 808.537354
	Iteration 38Q: 3 clusters Score -417816.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -417822.406250 Penalty: 808.537354
	Iteration 39Q: 3 clusters Score -417822.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -417830.062500 Penalty: 808.537354
	Iteration 40F: 3 clusters Score -417830.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -417837.093750 Penalty: 808.537354
	Iteration 41Q: 3 clusters Score -417837.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -417846.062500 Penalty: 808.537354
	Iteration 42Q: 3 clusters Score -417846.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -417854.750000 Penalty: 808.537354
	Iteration 43Q: 3 clusters Score -417854.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -417864.750000 Penalty: 808.537354
	Iteration 44Q: 3 clusters Score -417864.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -417875.750000 Penalty: 808.537354
	Iteration 45Q: 3 clusters Score -417875.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -417889.250000 Penalty: 808.537354
	Iteration 46Q: 3 clusters Score -417889.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -417905.375000 Penalty: 808.537354
	Iteration 47Q: 3 clusters Score -417905.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -417927.187500 Penalty: 808.537354
	Iteration 48Q: 3 clusters Score -417927.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -417950.531250 Penalty: 808.537354
	Iteration 49Q: 3 clusters Score -417950.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -417969.906250 Penalty: 808.537354
	Iteration 50Q: 3 clusters Score -417969.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -417990.406250 Penalty: 808.537354
	Iteration 51Q: 3 clusters Score -417990.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -418016.218750 Penalty: 808.537354
	Iteration 52Q: 3 clusters Score -418016.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -418045.531250 Penalty: 808.537354
	Iteration 53Q: 3 clusters Score -418045.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -418077.812500 Penalty: 808.537354
	Iteration 54Q: 3 clusters Score -418077.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -418115.968750 Penalty: 808.537354
	Iteration 55Q: 3 clusters Score -418116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -418156.250000 Penalty: 808.537354
	Iteration 56Q: 3 clusters Score -418156.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -418196.156250 Penalty: 808.537354
	Iteration 57Q: 3 clusters Score -418196.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -418232.468750 Penalty: 808.537354
	Iteration 58Q: 3 clusters Score -418232.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -418268.593750 Penalty: 808.537354
	Iteration 59Q: 3 clusters Score -418268.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -418316.406250 Penalty: 808.537354
	Iteration 60F: 3 clusters Score -418316.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -418376.843750 Penalty: 808.537354
	Iteration 61Q: 3 clusters Score -418376.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -418441.968750 Penalty: 808.537354
	Iteration 62Q: 3 clusters Score -418442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -418497.156250 Penalty: 808.537354
	Iteration 63Q: 3 clusters Score -418497.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -418530.968750 Penalty: 808.537354
	Iteration 64Q: 3 clusters Score -418531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -418568.218750 Penalty: 808.537354
	Iteration 65Q: 3 clusters Score -418568.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -418608.031250 Penalty: 808.537354
	Iteration 66Q: 3 clusters Score -418608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -418648.281250 Penalty: 808.537354
	Iteration 67Q: 3 clusters Score -418648.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -418675.906250 Penalty: 808.537354
	Iteration 68Q: 3 clusters Score -418675.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -418700.125000 Penalty: 808.537354
	Iteration 69Q: 3 clusters Score -418700.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -418725.843750 Penalty: 808.537354
	Iteration 70Q: 3 clusters Score -418725.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -418757.406250 Penalty: 808.537354
	Iteration 71Q: 3 clusters Score -418757.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -418793.968750 Penalty: 808.537354
	Iteration 72Q: 3 clusters Score -418794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -418827.062500 Penalty: 808.537354
	Iteration 73Q: 3 clusters Score -418827.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -418868.250000 Penalty: 808.537354
	Iteration 74Q: 3 clusters Score -418868.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -418912.687500 Penalty: 808.537354
	Iteration 75Q: 3 clusters Score -418912.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -418943.718750 Penalty: 808.537354
	Iteration 76Q: 3 clusters Score -418943.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -418964.343750 Penalty: 808.537354
	Iteration 77Q: 3 clusters Score -418964.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -418976.843750 Penalty: 808.537354
	Iteration 78Q: 3 clusters Score -418976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -418986.531250 Penalty: 808.537354
	Iteration 79Q: 3 clusters Score -418986.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -418997.812500 Penalty: 808.537354
	Iteration 80F: 3 clusters Score -418997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -419003.812500 Penalty: 808.537354
	Iteration 81Q: 3 clusters Score -419003.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -419012.687500 Penalty: 808.537354
	Iteration 82Q: 3 clusters Score -419012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -419016.312500 Penalty: 808.537354
	Iteration 83Q: 3 clusters Score -419016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -419019.156250 Penalty: 808.537354
	Iteration 84Q: 3 clusters Score -419019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -419021.406250 Penalty: 808.537354
	Iteration 85Q: 3 clusters Score -419021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -419022.812500 Penalty: 808.537354
	Iteration 86Q: 3 clusters Score -419022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -419024.468750 Penalty: 808.537354
	Iteration 87Q: 3 clusters Score -419024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -419027.218750 Penalty: 808.537354
	Iteration 88Q: 3 clusters Score -419027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -419028.968750 Penalty: 808.537354
	Iteration 89Q: 3 clusters Score -419029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -419029.687500 Penalty: 808.537354
	Iteration 90Q: 3 clusters Score -419029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -419029.750000 Penalty: 808.537354
	Iteration 91Q: 3 clusters Score -419029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -419030.437500 Penalty: 808.537354
	Iteration 92Q: 3 clusters Score -419030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -419031.468750 Penalty: 808.537354
	Iteration 93Q: 3 clusters Score -419031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -419031.843750 Penalty: 808.537354
	Iteration 94Q: 3 clusters Score -419031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -419033.125000 Penalty: 808.537354
	Iteration 95Q: 3 clusters Score -419033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -419035.437500 Penalty: 808.537354
	Iteration 96Q: 3 clusters Score -419035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -419036.218750 Penalty: 808.537354
	Iteration 97Q: 3 clusters Score -419036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -419037.250000 Penalty: 808.537354
	Iteration 98Q: 3 clusters Score -419037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -419037.125000 Penalty: 808.537354
	Iteration 99Q: 3 clusters Score -419037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -419036.968750 Penalty: 808.537354
	Iteration 100F: 3 clusters Score -419037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Entering Unmasked Estep 
Score: -3880151.500000 Penalty: 502.954651
	Iteration 0F: 2 clusters Score -3880152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3837800.250000 Penalty: 1005.909302
	Iteration 0F: 3 clusters Score -3837800 nChanged 30559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3855765.000000 Penalty: 1005.909302
	Iteration 1F: 3 clusters Score -3855765 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3856325.250000 Penalty: 1005.909302
	Iteration 2Q: 3 clusters Score -3856325 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3857167.250000 Penalty: 1005.909302
	Iteration 3Q: 3 clusters Score -3857167 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3858583.000000 Penalty: 1005.909302
	Iteration 4Q: 3 clusters Score -3858583 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3860914.250000 Penalty: 1005.909302
	Iteration 5F: 3 clusters Score -3860914 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3864606.000000 Penalty: 1005.909302
	Iteration 6F: 3 clusters Score -3864606 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3868720.500000 Penalty: 1005.909302
	Iteration 7F: 3 clusters Score -3868720 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3871193.500000 Penalty: 1005.909302
	Iteration 8F: 3 clusters Score -3871194 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3872217.000000 Penalty: 1005.909302
	Iteration 9Q: 3 clusters Score -3872217 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3872798.750000 Penalty: 1005.909302
	Iteration 10Q: 3 clusters Score -3872799 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3873302.500000 Penalty: 1005.909302
	Iteration 11Q: 3 clusters Score -3873302 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3873802.000000 Penalty: 1005.909302
	Iteration 12Q: 3 clusters Score -3873802 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3874305.000000 Penalty: 1005.909302
	Iteration 13Q: 3 clusters Score -3874305 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3874729.000000 Penalty: 1005.909302
	Iteration 14Q: 3 clusters Score -3874729 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3875170.250000 Penalty: 1005.909302
	Iteration 15Q: 3 clusters Score -3875170 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3875618.250000 Penalty: 1005.909302
	Iteration 16Q: 3 clusters Score -3875618 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3876054.000000 Penalty: 1005.909302
	Iteration 17Q: 3 clusters Score -3876054 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3876431.250000 Penalty: 1005.909302
	Iteration 18Q: 3 clusters Score -3876431 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3876789.000000 Penalty: 1005.909302
	Iteration 19Q: 3 clusters Score -3876789 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3877145.500000 Penalty: 1005.909302
	Iteration 20F: 3 clusters Score -3877146 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3877506.250000 Penalty: 1005.909302
	Iteration 21Q: 3 clusters Score -3877506 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3877870.000000 Penalty: 1005.909302
	Iteration 22Q: 3 clusters Score -3877870 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3878147.000000 Penalty: 1005.909302
	Iteration 23Q: 3 clusters Score -3878147 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3878389.250000 Penalty: 1005.909302
	Iteration 24Q: 3 clusters Score -3878389 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3878574.500000 Penalty: 1005.909302
	Iteration 25Q: 3 clusters Score -3878574 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3878728.250000 Penalty: 1005.909302
	Iteration 26Q: 3 clusters Score -3878728 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3878841.250000 Penalty: 1005.909302
	Iteration 27Q: 3 clusters Score -3878841 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3878893.000000 Penalty: 1005.909302
	Iteration 28Q: 3 clusters Score -3878893 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3878961.250000 Penalty: 1005.909302
	Iteration 29Q: 3 clusters Score -3878961 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3879046.750000 Penalty: 1005.909302
	Iteration 30Q: 3 clusters Score -3879047 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3879145.250000 Penalty: 1005.909302
	Iteration 31Q: 3 clusters Score -3879145 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3879213.750000 Penalty: 1005.909302
	Iteration 32Q: 3 clusters Score -3879214 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3879279.250000 Penalty: 1005.909302
	Iteration 33Q: 3 clusters Score -3879279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3879338.500000 Penalty: 1005.909302
	Iteration 34Q: 3 clusters Score -3879338 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3879381.500000 Penalty: 1005.909302
	Iteration 35Q: 3 clusters Score -3879382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3879437.500000 Penalty: 1005.909302
	Iteration 36Q: 3 clusters Score -3879438 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3879467.500000 Penalty: 1005.909302
	Iteration 37Q: 3 clusters Score -3879468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3879492.000000 Penalty: 1005.909302
	Iteration 38Q: 3 clusters Score -3879492 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3879521.250000 Penalty: 1005.909302
	Iteration 39Q: 3 clusters Score -3879521 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3879551.000000 Penalty: 1005.909302
	Iteration 40F: 3 clusters Score -3879551 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3879572.750000 Penalty: 1005.909302
	Iteration 41Q: 3 clusters Score -3879573 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3879604.750000 Penalty: 1005.909302
	Iteration 42Q: 3 clusters Score -3879605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3879622.750000 Penalty: 1005.909302
	Iteration 43Q: 3 clusters Score -3879623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3879646.000000 Penalty: 1005.909302
	Iteration 44Q: 3 clusters Score -3879646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3879663.750000 Penalty: 1005.909302
	Iteration 45Q: 3 clusters Score -3879664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3879680.000000 Penalty: 1005.909302
	Iteration 46Q: 3 clusters Score -3879680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3879697.000000 Penalty: 1005.909302
	Iteration 47Q: 3 clusters Score -3879697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3879710.000000 Penalty: 1005.909302
	Iteration 48Q: 3 clusters Score -3879710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3879723.750000 Penalty: 1005.909302
	Iteration 49Q: 3 clusters Score -3879724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3879737.250000 Penalty: 1005.909302
	Iteration 50Q: 3 clusters Score -3879737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3879749.500000 Penalty: 1005.909302
	Iteration 51Q: 3 clusters Score -3879750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3879756.500000 Penalty: 1005.909302
	Iteration 52Q: 3 clusters Score -3879756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3879760.000000 Penalty: 1005.909302
	Iteration 53Q: 3 clusters Score -3879760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3879763.500000 Penalty: 1005.909302
	Iteration 54Q: 3 clusters Score -3879764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3879768.750000 Penalty: 1005.909302
	Iteration 55Q: 3 clusters Score -3879769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3879770.750000 Penalty: 1005.909302
	Iteration 56Q: 3 clusters Score -3879771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3879767.000000 Penalty: 1005.909302
	Iteration 57Q: 3 clusters Score -3879767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3879764.250000 Penalty: 1005.909302
	Iteration 58Q: 3 clusters Score -3879764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3879775.000000 Penalty: 1005.909302
	Iteration 59Q: 3 clusters Score -3879775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3879777.000000 Penalty: 1005.909302
	Iteration 60F: 3 clusters Score -3879777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3879775.750000 Penalty: 1005.909302
	Iteration 61Q: 3 clusters Score -3879776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3879775.250000 Penalty: 1005.909302
	Iteration 62Q: 3 clusters Score -3879775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3879781.500000 Penalty: 1005.909302
	Iteration 63Q: 3 clusters Score -3879782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3879784.750000 Penalty: 1005.909302
	Iteration 64Q: 3 clusters Score -3879785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3879785.750000 Penalty: 1005.909302
	Iteration 65Q: 3 clusters Score -3879786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3879793.750000 Penalty: 1005.909302
	Iteration 66Q: 3 clusters Score -3879794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3879798.500000 Penalty: 1005.909302
	Iteration 67Q: 3 clusters Score -3879798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3879797.500000 Penalty: 1005.909302
	Iteration 68Q: 3 clusters Score -3879798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3879795.250000 Penalty: 1005.909302
	Iteration 69Q: 3 clusters Score -3879795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3879796.250000 Penalty: 1005.909302
	Iteration 70Q: 3 clusters Score -3879796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3879799.500000 Penalty: 1005.909302
	Iteration 71Q: 3 clusters Score -3879800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3879806.000000 Penalty: 1005.909302
	Iteration 72Q: 3 clusters Score -3879806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3879803.750000 Penalty: 1005.909302
	Iteration 73Q: 3 clusters Score -3879804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3879803.000000 Penalty: 1005.909302
	Iteration 74Q: 3 clusters Score -3879803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3879803.250000 Penalty: 1005.909302
	Iteration 75Q: 3 clusters Score -3879803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3879803.750000 Penalty: 1005.909302
	Iteration 76Q: 3 clusters Score -3879804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3879804.250000 Penalty: 1005.909302
	Iteration 77Q: 3 clusters Score -3879804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3879802.500000 Penalty: 1005.909302
	Iteration 78Q: 3 clusters Score -3879802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3879803.000000 Penalty: 1005.909302
	Iteration 79Q: 3 clusters Score -3879803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3879805.500000 Penalty: 1005.909302
	Iteration 80F: 3 clusters Score -3879806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3879804.250000 Penalty: 1005.909302
	Iteration 81Q: 3 clusters Score -3879804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3879803.750000 Penalty: 1005.909302
	Iteration 82Q: 3 clusters Score -3879804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3879806.000000 Penalty: 1005.909302
	Iteration 83Q: 3 clusters Score -3879806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3879803.750000 Penalty: 1005.909302
	Iteration 84Q: 3 clusters Score -3879804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3879803.750000 Penalty: 1005.909302
	Iteration 85F: 3 clusters Score -3879804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -30311.542969 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -30311.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29827.652344 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -29827.65 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29973.205078 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -29973.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30007.748047 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -30007.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30022.562500 Penalty: 561.052979
	Iteration 3Q: 3 clusters Score -30022.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30036.822266 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -30036.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30048.224609 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -30048.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30055.361328 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -30055.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30061.501953 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -30061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30068.572266 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -30068.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30073.906250 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -30073.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30076.505859 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -30076.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30077.101562 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -30077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30077.714844 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -30077.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30078.103516 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -30078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30078.103516 Penalty: 561.052979
	Iteration 14F: 3 clusters Score -30078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -61673.339844 Penalty: 316.738983
	Iteration 0F: 2 clusters Score -61673.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -60840.171875 Penalty: 633.477966
	Iteration 0F: 3 clusters Score -60840.17 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61125.816406 Penalty: 633.477966
	Iteration 1F: 3 clusters Score -61125.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61194.628906 Penalty: 633.477966
	Iteration 2F: 3 clusters Score -61194.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61243.460938 Penalty: 633.477966
	Iteration 3F: 3 clusters Score -61243.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61281.808594 Penalty: 633.477966
	Iteration 4Q: 3 clusters Score -61281.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61300.042969 Penalty: 633.477966
	Iteration 5Q: 3 clusters Score -61300.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61323.191406 Penalty: 633.477966
	Iteration 6Q: 3 clusters Score -61323.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61338.761719 Penalty: 633.477966
	Iteration 7Q: 3 clusters Score -61338.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61354.859375 Penalty: 633.477966
	Iteration 8Q: 3 clusters Score -61354.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61376.636719 Penalty: 633.477966
	Iteration 9Q: 3 clusters Score -61376.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61404.511719 Penalty: 633.477966
	Iteration 10Q: 3 clusters Score -61404.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61430.082031 Penalty: 633.477966
	Iteration 11Q: 3 clusters Score -61430.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61449.261719 Penalty: 633.477966
	Iteration 12Q: 3 clusters Score -61449.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61463.460938 Penalty: 633.477966
	Iteration 13Q: 3 clusters Score -61463.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61478.589844 Penalty: 633.477966
	Iteration 14Q: 3 clusters Score -61478.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61491.011719 Penalty: 633.477966
	Iteration 15Q: 3 clusters Score -61491.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61500.167969 Penalty: 633.477966
	Iteration 16Q: 3 clusters Score -61500.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61510.054688 Penalty: 633.477966
	Iteration 17Q: 3 clusters Score -61510.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61520.546875 Penalty: 633.477966
	Iteration 18Q: 3 clusters Score -61520.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61527.367188 Penalty: 633.477966
	Iteration 19Q: 3 clusters Score -61527.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61529.144531 Penalty: 633.477966
	Iteration 20F: 3 clusters Score -61529.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61530.363281 Penalty: 633.477966
	Iteration 21Q: 3 clusters Score -61530.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61531.976562 Penalty: 633.477966
	Iteration 22Q: 3 clusters Score -61531.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61534.253906 Penalty: 633.477966
	Iteration 23Q: 3 clusters Score -61534.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61534.945312 Penalty: 633.477966
	Iteration 24Q: 3 clusters Score -61534.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61535.281250 Penalty: 633.477966
	Iteration 25Q: 3 clusters Score -61535.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61536.230469 Penalty: 633.477966
	Iteration 26Q: 3 clusters Score -61536.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61537.972656 Penalty: 633.477966
	Iteration 27Q: 3 clusters Score -61537.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61540.230469 Penalty: 633.477966
	Iteration 28Q: 3 clusters Score -61540.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -61542.796875 Penalty: 633.477966
	Iteration 29Q: 3 clusters Score -61542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61545.074219 Penalty: 633.477966
	Iteration 30Q: 3 clusters Score -61545.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61545.855469 Penalty: 633.477966
	Iteration 31Q: 3 clusters Score -61545.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61545.953125 Penalty: 633.477966
	Iteration 32Q: 3 clusters Score -61545.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61546.359375 Penalty: 633.477966
	Iteration 33Q: 3 clusters Score -61546.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61547.136719 Penalty: 633.477966
	Iteration 34Q: 3 clusters Score -61547.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61547.300781 Penalty: 633.477966
	Iteration 35Q: 3 clusters Score -61547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61547.300781 Penalty: 633.477966
	Iteration 36F: 3 clusters Score -61547.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -38211.472656 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -38211.47 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 336 members 
Entering Unmasked Estep 
Score: -37631.425781 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -37631.43 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37779.789062 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -37779.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37804.867188 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -37804.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37816.773438 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37816.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37825.109375 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37825.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37829.269531 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37829.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37830.652344 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37830.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37831.882812 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37831.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37835.820312 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37835.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37841.207031 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37841.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37844.210938 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -37844.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37844.652344 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -37844.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37845.046875 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -37845.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37846.035156 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -37846.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37847.500000 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -37847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37847.500000 Penalty: 590.931580
	Iteration 15F: 3 clusters Score -37847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17061.375000 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17061.38 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 141 members 
Entering Unmasked Estep 
Score: -16725.685547 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -16725.69 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16857.845703 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -16857.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16894.623047 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -16894.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16923.373047 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -16923.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16941.033203 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -16941.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16945.255859 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -16945.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16947.013672 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -16947.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16947.455078 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -16947.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16947.455078 Penalty: 515.644836
	Iteration 8F: 3 clusters Score -16947.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Entering Unmasked Estep 
Score: -7639302.500000 Penalty: 535.063477
	Iteration 0F: 2 clusters Score -7639302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -7557006.000000 Penalty: 1070.126953
	Iteration 0F: 3 clusters Score -7557006 nChanged 62898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -7599224.000000 Penalty: 1070.126953
	Iteration 1F: 3 clusters Score -7599224 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -7604348.000000 Penalty: 1070.126953
	Iteration 2F: 3 clusters Score -7604348 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -7611691.500000 Penalty: 1070.126953
	Iteration 3F: 3 clusters Score -7611692 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -7617523.000000 Penalty: 1070.126953
	Iteration 4F: 3 clusters Score -7617523 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -7619681.000000 Penalty: 1070.126953
	Iteration 5Q: 3 clusters Score -7619681 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -7620203.500000 Penalty: 1070.126953
	Iteration 6Q: 3 clusters Score -7620204 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -7620322.000000 Penalty: 1070.126953
	Iteration 7Q: 3 clusters Score -7620322 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -7620451.500000 Penalty: 1070.126953
	Iteration 8Q: 3 clusters Score -7620452 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -7620582.000000 Penalty: 1070.126953
	Iteration 9Q: 3 clusters Score -7620582 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -7620679.500000 Penalty: 1070.126953
	Iteration 10Q: 3 clusters Score -7620680 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -7620816.000000 Penalty: 1070.126953
	Iteration 11Q: 3 clusters Score -7620816 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7621051.000000 Penalty: 1070.126953
	Iteration 12Q: 3 clusters Score -7621051 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -7621288.500000 Penalty: 1070.126953
	Iteration 13Q: 3 clusters Score -7621288 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -7621485.500000 Penalty: 1070.126953
	Iteration 14Q: 3 clusters Score -7621486 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -7621777.000000 Penalty: 1070.126953
	Iteration 15Q: 3 clusters Score -7621777 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -7622166.000000 Penalty: 1070.126953
	Iteration 16Q: 3 clusters Score -7622166 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -7622627.000000 Penalty: 1070.126953
	Iteration 17Q: 3 clusters Score -7622627 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -7623141.000000 Penalty: 1070.126953
	Iteration 18Q: 3 clusters Score -7623141 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7623868.500000 Penalty: 1070.126953
	Iteration 19Q: 3 clusters Score -7623868 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7624634.500000 Penalty: 1070.126953
	Iteration 20F: 3 clusters Score -7624634 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -7625450.000000 Penalty: 1070.126953
	Iteration 21Q: 3 clusters Score -7625450 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7626531.000000 Penalty: 1070.126953
	Iteration 22Q: 3 clusters Score -7626531 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -7627676.000000 Penalty: 1070.126953
	Iteration 23Q: 3 clusters Score -7627676 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -7629088.000000 Penalty: 1070.126953
	Iteration 24Q: 3 clusters Score -7629088 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7630634.000000 Penalty: 1070.126953
	Iteration 25Q: 3 clusters Score -7630634 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -7632179.000000 Penalty: 1070.126953
	Iteration 26Q: 3 clusters Score -7632179 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -7633547.500000 Penalty: 1070.126953
	Iteration 27Q: 3 clusters Score -7633548 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -7634872.000000 Penalty: 1070.126953
	Iteration 28Q: 3 clusters Score -7634872 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -7636042.000000 Penalty: 1070.126953
	Iteration 29Q: 3 clusters Score -7636042 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120151 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -7636927.000000 Penalty: 1070.126953
	Iteration 30Q: 3 clusters Score -7636927 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7637576.500000 Penalty: 1070.126953
	Iteration 31Q: 3 clusters Score -7637576 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7638142.000000 Penalty: 1070.126953
	Iteration 32Q: 3 clusters Score -7638142 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7638444.000000 Penalty: 1070.126953
	Iteration 33Q: 3 clusters Score -7638444 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7638641.000000 Penalty: 1070.126953
	Iteration 34Q: 3 clusters Score -7638641 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7638767.500000 Penalty: 1070.126953
	Iteration 35Q: 3 clusters Score -7638768 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7638766.500000 Penalty: 1070.126953
	Iteration 36Q: 3 clusters Score -7638766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7638778.000000 Penalty: 1070.126953
	Iteration 37Q: 3 clusters Score -7638778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7638824.500000 Penalty: 1070.126953
	Iteration 38Q: 3 clusters Score -7638824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7638810.000000 Penalty: 1070.126953
	Iteration 39Q: 3 clusters Score -7638810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7638901.000000 Penalty: 1070.126953
	Iteration 40F: 3 clusters Score -7638901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7638915.000000 Penalty: 1070.126953
	Iteration 41Q: 3 clusters Score -7638915 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7638905.000000 Penalty: 1070.126953
	Iteration 42Q: 3 clusters Score -7638905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127799 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7638904.000000 Penalty: 1070.126953
	Iteration 43Q: 3 clusters Score -7638904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7638911.500000 Penalty: 1070.126953
	Iteration 44Q: 3 clusters Score -7638912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127844 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7638927.500000 Penalty: 1070.126953
	Iteration 45Q: 3 clusters Score -7638928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7638930.000000 Penalty: 1070.126953
	Iteration 46Q: 3 clusters Score -7638930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7638935.500000 Penalty: 1070.126953
	Iteration 47Q: 3 clusters Score -7638936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127866 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7638937.000000 Penalty: 1070.126953
	Iteration 48Q: 3 clusters Score -7638937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7638942.500000 Penalty: 1070.126953
	Iteration 49Q: 3 clusters Score -7638942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7638939.500000 Penalty: 1070.126953
	Iteration 50Q: 3 clusters Score -7638940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7638939.500000 Penalty: 1070.126953
	Iteration 51Q: 3 clusters Score -7638940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7638939.500000 Penalty: 1070.126953
	Iteration 52F: 3 clusters Score -7638940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (126772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Entering Unmasked Estep 
Score: -7468168.500000 Penalty: 534.631653
	Iteration 0F: 2 clusters Score -7468168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -7382917.500000 Penalty: 1069.263306
	Iteration 0F: 3 clusters Score -7382918 nChanged 62065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7420681.500000 Penalty: 1069.263306
	Iteration 1F: 3 clusters Score -7420682 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7422450.500000 Penalty: 1069.263306
	Iteration 2Q: 3 clusters Score -7422450 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -7425064.000000 Penalty: 1069.263306
	Iteration 3Q: 3 clusters Score -7425064 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7429192.500000 Penalty: 1069.263306
	Iteration 4F: 3 clusters Score -7429192 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7435452.000000 Penalty: 1069.263306
	Iteration 5F: 3 clusters Score -7435452 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -7443690.500000 Penalty: 1069.263306
	Iteration 6F: 3 clusters Score -7443690 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -7451620.000000 Penalty: 1069.263306
	Iteration 7F: 3 clusters Score -7451620 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -7457413.000000 Penalty: 1069.263306
	Iteration 8F: 3 clusters Score -7457413 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -7461037.000000 Penalty: 1069.263306
	Iteration 9Q: 3 clusters Score -7461037 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -7463417.500000 Penalty: 1069.263306
	Iteration 10Q: 3 clusters Score -7463418 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -7464984.500000 Penalty: 1069.263306
	Iteration 11Q: 3 clusters Score -7464984 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7465938.500000 Penalty: 1069.263306
	Iteration 12Q: 3 clusters Score -7465938 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123650 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7466584.500000 Penalty: 1069.263306
	Iteration 13Q: 3 clusters Score -7466584 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7466943.500000 Penalty: 1069.263306
	Iteration 14Q: 3 clusters Score -7466944 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7467190.000000 Penalty: 1069.263306
	Iteration 15Q: 3 clusters Score -7467190 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7467337.000000 Penalty: 1069.263306
	Iteration 16Q: 3 clusters Score -7467337 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125090 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7467446.000000 Penalty: 1069.263306
	Iteration 17Q: 3 clusters Score -7467446 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7467537.000000 Penalty: 1069.263306
	Iteration 18Q: 3 clusters Score -7467537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7467586.500000 Penalty: 1069.263306
	Iteration 19Q: 3 clusters Score -7467586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7467625.500000 Penalty: 1069.263306
	Iteration 20F: 3 clusters Score -7467626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7467666.500000 Penalty: 1069.263306
	Iteration 21Q: 3 clusters Score -7467666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7467697.500000 Penalty: 1069.263306
	Iteration 22Q: 3 clusters Score -7467698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7467709.500000 Penalty: 1069.263306
	Iteration 23Q: 3 clusters Score -7467710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7467733.000000 Penalty: 1069.263306
	Iteration 24Q: 3 clusters Score -7467733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7467759.000000 Penalty: 1069.263306
	Iteration 25Q: 3 clusters Score -7467759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7467775.500000 Penalty: 1069.263306
	Iteration 26Q: 3 clusters Score -7467776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125756 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7467779.000000 Penalty: 1069.263306
	Iteration 27Q: 3 clusters Score -7467779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7467788.000000 Penalty: 1069.263306
	Iteration 28Q: 3 clusters Score -7467788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7467794.500000 Penalty: 1069.263306
	Iteration 29Q: 3 clusters Score -7467794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7467801.000000 Penalty: 1069.263306
	Iteration 30Q: 3 clusters Score -7467801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7467813.500000 Penalty: 1069.263306
	Iteration 31Q: 3 clusters Score -7467814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7467825.500000 Penalty: 1069.263306
	Iteration 32Q: 3 clusters Score -7467826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7467831.000000 Penalty: 1069.263306
	Iteration 33Q: 3 clusters Score -7467831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7467853.000000 Penalty: 1069.263306
	Iteration 34Q: 3 clusters Score -7467853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7467868.500000 Penalty: 1069.263306
	Iteration 35Q: 3 clusters Score -7467868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125761 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7467888.000000 Penalty: 1069.263306
	Iteration 36Q: 3 clusters Score -7467888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7467892.000000 Penalty: 1069.263306
	Iteration 37Q: 3 clusters Score -7467892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7467900.000000 Penalty: 1069.263306
	Iteration 38Q: 3 clusters Score -7467900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7467920.500000 Penalty: 1069.263306
	Iteration 39Q: 3 clusters Score -7467920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7467925.000000 Penalty: 1069.263306
	Iteration 40F: 3 clusters Score -7467925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7467930.000000 Penalty: 1069.263306
	Iteration 41Q: 3 clusters Score -7467930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7467936.500000 Penalty: 1069.263306
	Iteration 42Q: 3 clusters Score -7467936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7467941.000000 Penalty: 1069.263306
	Iteration 43Q: 3 clusters Score -7467941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7467953.000000 Penalty: 1069.263306
	Iteration 44Q: 3 clusters Score -7467953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7467953.000000 Penalty: 1069.263306
	Iteration 45Q: 3 clusters Score -7467953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125637 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7467956.500000 Penalty: 1069.263306
	Iteration 46Q: 3 clusters Score -7467956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7467951.000000 Penalty: 1069.263306
	Iteration 47Q: 3 clusters Score -7467951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7467946.500000 Penalty: 1069.263306
	Iteration 48Q: 3 clusters Score -7467946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7467955.000000 Penalty: 1069.263306
	Iteration 49Q: 3 clusters Score -7467955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7467953.500000 Penalty: 1069.263306
	Iteration 50Q: 3 clusters Score -7467954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7467962.500000 Penalty: 1069.263306
	Iteration 51Q: 3 clusters Score -7467962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7467962.500000 Penalty: 1069.263306
	Iteration 52Q: 3 clusters Score -7467962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7467961.500000 Penalty: 1069.263306
	Iteration 53Q: 3 clusters Score -7467962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7467961.000000 Penalty: 1069.263306
	Iteration 54Q: 3 clusters Score -7467961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7467963.500000 Penalty: 1069.263306
	Iteration 55Q: 3 clusters Score -7467964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125571 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7467960.000000 Penalty: 1069.263306
	Iteration 56Q: 3 clusters Score -7467960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7467966.500000 Penalty: 1069.263306
	Iteration 57Q: 3 clusters Score -7467966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7467968.000000 Penalty: 1069.263306
	Iteration 58Q: 3 clusters Score -7467968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7467972.000000 Penalty: 1069.263306
	Iteration 59Q: 3 clusters Score -7467972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125550 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7467973.000000 Penalty: 1069.263306
	Iteration 60F: 3 clusters Score -7467973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7467970.500000 Penalty: 1069.263306
	Iteration 61Q: 3 clusters Score -7467970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7467967.500000 Penalty: 1069.263306
	Iteration 62Q: 3 clusters Score -7467968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7467966.500000 Penalty: 1069.263306
	Iteration 63Q: 3 clusters Score -7467966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7467970.500000 Penalty: 1069.263306
	Iteration 64Q: 3 clusters Score -7467970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7467969.000000 Penalty: 1069.263306
	Iteration 65Q: 3 clusters Score -7467969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7467974.500000 Penalty: 1069.263306
	Iteration 66Q: 3 clusters Score -7467974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7467975.500000 Penalty: 1069.263306
	Iteration 67Q: 3 clusters Score -7467976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7467975.500000 Penalty: 1069.263306
	Iteration 68Q: 3 clusters Score -7467976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7467976.500000 Penalty: 1069.263306
	Iteration 69Q: 3 clusters Score -7467976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7467977.000000 Penalty: 1069.263306
	Iteration 70Q: 3 clusters Score -7467977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7467981.500000 Penalty: 1069.263306
	Iteration 71Q: 3 clusters Score -7467982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125483 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7467982.000000 Penalty: 1069.263306
	Iteration 72Q: 3 clusters Score -7467982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7467981.500000 Penalty: 1069.263306
	Iteration 73Q: 3 clusters Score -7467982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7467978.500000 Penalty: 1069.263306
	Iteration 74Q: 3 clusters Score -7467978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7467977.500000 Penalty: 1069.263306
	Iteration 75Q: 3 clusters Score -7467978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7467980.000000 Penalty: 1069.263306
	Iteration 76Q: 3 clusters Score -7467980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7467976.000000 Penalty: 1069.263306
	Iteration 77Q: 3 clusters Score -7467976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7467979.000000 Penalty: 1069.263306
	Iteration 78Q: 3 clusters Score -7467979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7467980.000000 Penalty: 1069.263306
	Iteration 79Q: 3 clusters Score -7467980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7467977.500000 Penalty: 1069.263306
	Iteration 80F: 3 clusters Score -7467978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7467985.000000 Penalty: 1069.263306
	Iteration 81Q: 3 clusters Score -7467985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7467983.000000 Penalty: 1069.263306
	Iteration 82Q: 3 clusters Score -7467983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7467983.500000 Penalty: 1069.263306
	Iteration 83Q: 3 clusters Score -7467984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7467987.000000 Penalty: 1069.263306
	Iteration 84Q: 3 clusters Score -7467987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7467987.000000 Penalty: 1069.263306
	Iteration 85Q: 3 clusters Score -7467987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125473 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7467986.000000 Penalty: 1069.263306
	Iteration 86Q: 3 clusters Score -7467986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7467987.500000 Penalty: 1069.263306
	Iteration 87Q: 3 clusters Score -7467988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125466 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7467989.000000 Penalty: 1069.263306
	Iteration 88Q: 3 clusters Score -7467989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7467991.000000 Penalty: 1069.263306
	Iteration 89Q: 3 clusters Score -7467991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7467993.000000 Penalty: 1069.263306
	Iteration 90Q: 3 clusters Score -7467993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125462 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7467994.000000 Penalty: 1069.263306
	Iteration 91Q: 3 clusters Score -7467994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7467990.500000 Penalty: 1069.263306
	Iteration 92Q: 3 clusters Score -7467990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7467984.500000 Penalty: 1069.263306
	Iteration 93Q: 3 clusters Score -7467984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7467982.000000 Penalty: 1069.263306
	Iteration 94Q: 3 clusters Score -7467982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7467986.000000 Penalty: 1069.263306
	Iteration 95Q: 3 clusters Score -7467986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125453 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7467985.500000 Penalty: 1069.263306
	Iteration 96Q: 3 clusters Score -7467986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7467984.500000 Penalty: 1069.263306
	Iteration 97Q: 3 clusters Score -7467984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7467985.000000 Penalty: 1069.263306
	Iteration 98Q: 3 clusters Score -7467985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125453 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7467988.500000 Penalty: 1069.263306
	Iteration 99Q: 3 clusters Score -7467988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7467988.500000 Penalty: 1069.263306
	Iteration 100F: 3 clusters Score -7467988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7467991.000000 Penalty: 1069.263306
	Iteration 101Q: 3 clusters Score -7467991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125448 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7467988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125448 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7467987.500000 Penalty: 1069.263306
	Iteration 103F: 3 clusters Score -7467988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Entering Unmasked Estep 
Score: -7467387.000000 Penalty: 533.577942
	Iteration 0F: 2 clusters Score -7467387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7385177.500000 Penalty: 1067.155884
	Iteration 0F: 3 clusters Score -7385178 nChanged 60429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7423338 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7426292 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -7431563.000000 Penalty: 1067.155884
	Iteration 3F: 3 clusters Score -7431563 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -7440067.500000 Penalty: 1067.155884
	Iteration 4F: 3 clusters Score -7440068 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -7449537.500000 Penalty: 1067.155884
	Iteration 5F: 3 clusters Score -7449538 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -7454981.000000 Penalty: 1067.155884
	Iteration 6F: 3 clusters Score -7454981 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -7456977.500000 Penalty: 1067.155884
	Iteration 7Q: 3 clusters Score -7456978 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -7458167.500000 Penalty: 1067.155884
	Iteration 8Q: 3 clusters Score -7458168 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -7459186.500000 Penalty: 1067.155884
	Iteration 9Q: 3 clusters Score -7459186 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -7460161.000000 Penalty: 1067.155884
	Iteration 10Q: 3 clusters Score -7460161 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -7461107.000000 Penalty: 1067.155884
	Iteration 11Q: 3 clusters Score -7461107 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -7461897.000000 Penalty: 1067.155884
	Iteration 12Q: 3 clusters Score -7461897 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -7462545.500000 Penalty: 1067.155884
	Iteration 13Q: 3 clusters Score -7462546 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -7462876.000000 Penalty: 1067.155884
	Iteration 14Q: 3 clusters Score -7462876 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -7463154.000000 Penalty: 1067.155884
	Iteration 15Q: 3 clusters Score -7463154 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -7463228.000000 Penalty: 1067.155884
	Iteration 16Q: 3 clusters Score -7463228 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -7463325.500000 Penalty: 1067.155884
	Iteration 17Q: 3 clusters Score -7463326 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -7463435.000000 Penalty: 1067.155884
	Iteration 18Q: 3 clusters Score -7463435 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -7463449.000000 Penalty: 1067.155884
	Iteration 19Q: 3 clusters Score -7463449 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -7463463.000000 Penalty: 1067.155884
	Iteration 20F: 3 clusters Score -7463463 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -7463496.500000 Penalty: 1067.155884
	Iteration 21Q: 3 clusters Score -7463496 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -7463499.000000 Penalty: 1067.155884
	Iteration 22Q: 3 clusters Score -7463499 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -7463493.500000 Penalty: 1067.155884
	Iteration 23Q: 3 clusters Score -7463494 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -7463505.000000 Penalty: 1067.155884
	Iteration 24Q: 3 clusters Score -7463505 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -7463478.000000 Penalty: 1067.155884
	Iteration 25Q: 3 clusters Score -7463478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -7463510.500000 Penalty: 1067.155884
	Iteration 26Q: 3 clusters Score -7463510 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -7463509.500000 Penalty: 1067.155884
	Iteration 27Q: 3 clusters Score -7463510 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -7463486.500000 Penalty: 1067.155884
	Iteration 28Q: 3 clusters Score -7463486 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -7463528.000000 Penalty: 1067.155884
	Iteration 29Q: 3 clusters Score -7463528 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -7463536.000000 Penalty: 1067.155884
	Iteration 30Q: 3 clusters Score -7463536 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -7463539.000000 Penalty: 1067.155884
	Iteration 31Q: 3 clusters Score -7463539 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -7463531.000000 Penalty: 1067.155884
	Iteration 32Q: 3 clusters Score -7463531 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -7463532.500000 Penalty: 1067.155884
	Iteration 33Q: 3 clusters Score -7463532 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -7463529.500000 Penalty: 1067.155884
	Iteration 34Q: 3 clusters Score -7463530 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -7463538.000000 Penalty: 1067.155884
	Iteration 35Q: 3 clusters Score -7463538 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -7463531.500000 Penalty: 1067.155884
	Iteration 36Q: 3 clusters Score -7463532 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -7463551.000000 Penalty: 1067.155884
	Iteration 37Q: 3 clusters Score -7463551 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7463579.500000 Penalty: 1067.155884
	Iteration 38Q: 3 clusters Score -7463580 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7463566 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7463600 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7463633 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7463668 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7463690 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7463678 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7463698 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7463714 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7463730 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7463735 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7463778 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7463838 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7463836 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7463883 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7463914 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7463919 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7463956 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7463976 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7463990 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7464008 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7464074 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -7464113.500000 Penalty: 1067.155884
	Iteration 60F: 3 clusters Score -7464114 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7464164 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7464212 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7464298 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7464340 nChanged 783
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Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7464392 nChanged 753
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Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7464490 nChanged 788
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Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7464538 nChanged 814
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7464632 nChanged 806
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Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7464706 nChanged 810
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Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7464795 nChanged 781
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Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7464840 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7464956 nChanged 775
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Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7465018 nChanged 799
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Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7465104 nChanged 801
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Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7465182 nChanged 832
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Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7465294 nChanged 788
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Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7465396 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7465447 nChanged 777
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7465546 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7465648 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7465716 nChanged 700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112257 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7465782 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7465896 nChanged 698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7466033 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7466141 nChanged 636
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Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7466230 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7466280 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7466336 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7466374 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7466426 nChanged 457
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7466459 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7466516 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7466542 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7466576 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7466608 nChanged 332
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Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7466658 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7466674 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7466712 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7466752 nChanged 244
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Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7466754 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7466782 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7466776 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7466808 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7466840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121294 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7466852 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7466862 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7466880 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7466888 nChanged 85
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Mstep: Class 1 contains 121719 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7466889 nChanged 81
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Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7466894 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7466898 nChanged 65
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Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7466906 nChanged 69
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Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7466914 nChanged 81
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Mstep: Class 1 contains 122062 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7466928 nChanged 75
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Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7466926 nChanged 70
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Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7466941 nChanged 69
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Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7466946 nChanged 75
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Mstep: Class 1 contains 122321 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7466960 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122382 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7466964 nChanged 51
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Mstep: Class 1 contains 122431 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7466976 nChanged 33
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7466976 nChanged 38
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Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7466979 nChanged 30
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Mstep: Class 1 contains 122520 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7466986 nChanged 29
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7466989 nChanged 21
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Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7466987 nChanged 19
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Mstep: Class 1 contains 122579 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7466988 nChanged 21
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Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7466984 nChanged 23
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Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7466987 nChanged 23
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Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7466992 nChanged 26
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Entering Unmasked Estep 
Score: -7466981.000000 Penalty: 1067.155884
	Iteration 130Q: 3 clusters Score -7466981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122684 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7466990.000000 Penalty: 1067.155884
	Iteration 131Q: 3 clusters Score -7466990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7466997.000000 Penalty: 1067.155884
	Iteration 132Q: 3 clusters Score -7466997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7467002.000000 Penalty: 1067.155884
	Iteration 133Q: 3 clusters Score -7467002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7467008.500000 Penalty: 1067.155884
	Iteration 134Q: 3 clusters Score -7467008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7467008.000000 Penalty: 1067.155884
	Iteration 135Q: 3 clusters Score -7467008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7467004.500000 Penalty: 1067.155884
	Iteration 136Q: 3 clusters Score -7467004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7467012.500000 Penalty: 1067.155884
	Iteration 137Q: 3 clusters Score -7467012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7467010.500000 Penalty: 1067.155884
	Iteration 138Q: 3 clusters Score -7467010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7467007.000000 Penalty: 1067.155884
	Iteration 139Q: 3 clusters Score -7467007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7467005.000000 Penalty: 1067.155884
	Iteration 140F: 3 clusters Score -7467005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7467009.500000 Penalty: 1067.155884
	Iteration 141Q: 3 clusters Score -7467010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7467013.500000 Penalty: 1067.155884
	Iteration 142Q: 3 clusters Score -7467014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7467017.500000 Penalty: 1067.155884
	Iteration 143Q: 3 clusters Score -7467018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7467022.500000 Penalty: 1067.155884
	Iteration 144Q: 3 clusters Score -7467022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7467026.500000 Penalty: 1067.155884
	Iteration 145Q: 3 clusters Score -7467026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7467031.000000 Penalty: 1067.155884
	Iteration 146Q: 3 clusters Score -7467031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7467033.500000 Penalty: 1067.155884
	Iteration 147Q: 3 clusters Score -7467034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7467034.500000 Penalty: 1067.155884
	Iteration 148Q: 3 clusters Score -7467034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7467033.000000 Penalty: 1067.155884
	Iteration 149Q: 3 clusters Score -7467033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7467033.000000 Penalty: 1067.155884
	Iteration 150Q: 3 clusters Score -7467033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7467035.000000 Penalty: 1067.155884
	Iteration 151Q: 3 clusters Score -7467035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122889 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7467035.000000 Penalty: 1067.155884
	Iteration 152Q: 3 clusters Score -7467035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122893 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7467031.000000 Penalty: 1067.155884
	Iteration 153Q: 3 clusters Score -7467031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7467041.000000 Penalty: 1067.155884
	Iteration 154Q: 3 clusters Score -7467041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122903 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7467044.000000 Penalty: 1067.155884
	Iteration 155Q: 3 clusters Score -7467044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7467044.500000 Penalty: 1067.155884
	Iteration 156Q: 3 clusters Score -7467044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122919 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7467043.000000 Penalty: 1067.155884
	Iteration 157Q: 3 clusters Score -7467043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122923 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7467048.000000 Penalty: 1067.155884
	Iteration 158Q: 3 clusters Score -7467048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7467055.500000 Penalty: 1067.155884
	Iteration 159Q: 3 clusters Score -7467056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7467046.500000 Penalty: 1067.155884
	Iteration 160F: 3 clusters Score -7467046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122944 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7467048.500000 Penalty: 1067.155884
	Iteration 161Q: 3 clusters Score -7467048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7467048.000000 Penalty: 1067.155884
	Iteration 162Q: 3 clusters Score -7467048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7467041.000000 Penalty: 1067.155884
	Iteration 163Q: 3 clusters Score -7467041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7467045.000000 Penalty: 1067.155884
	Iteration 164Q: 3 clusters Score -7467045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7467051.500000 Penalty: 1067.155884
	Iteration 165Q: 3 clusters Score -7467052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7467054.500000 Penalty: 1067.155884
	Iteration 166Q: 3 clusters Score -7467054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122966 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7467057.000000 Penalty: 1067.155884
	Iteration 167Q: 3 clusters Score -7467057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7467053.000000 Penalty: 1067.155884
	Iteration 168Q: 3 clusters Score -7467053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7467053.000000 Penalty: 1067.155884
	Iteration 169F: 3 clusters Score -7467053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -223794.437500 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -223794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -221192.609375 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -221192.6 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -222122.312500 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -222122.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -222293.031250 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -222293 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -222522.953125 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -222523 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -222778.843750 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -222778.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -223019.671875 Penalty: 749.562439
	Iteration 5F: 3 clusters Score -223019.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223223.500000 Penalty: 749.562439
	Iteration 6F: 3 clusters Score -223223.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -223382.921875 Penalty: 749.562439
	Iteration 7F: 3 clusters Score -223382.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -223469.437500 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -223469.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223544.468750 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -223544.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -223595.156250 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -223595.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -223616.343750 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -223616.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223627.484375 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -223627.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223638.531250 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -223638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -223641.375000 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -223641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -223642.406250 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -223642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -223643.593750 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -223643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223644.500000 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -223644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -223646.390625 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -223646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223646.578125 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -223646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -223646.765625 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -223646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -551769.750000 Penalty: 414.993835
	Iteration 0F: 2 clusters Score -551769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -545682.625000 Penalty: 829.987671
	Iteration 0F: 3 clusters Score -545682.6 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -548074.562500 Penalty: 829.987671
	Iteration 1F: 3 clusters Score -548074.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -548303.312500 Penalty: 829.987671
	Iteration 2F: 3 clusters Score -548303.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -548676.750000 Penalty: 829.987671
	Iteration 3F: 3 clusters Score -548676.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -549264.812500 Penalty: 829.987671
	Iteration 4F: 3 clusters Score -549264.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -550002.875000 Penalty: 829.987671
	Iteration 5F: 3 clusters Score -550002.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -550644.250000 Penalty: 829.987671
	Iteration 6F: 3 clusters Score -550644.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -550960.687500 Penalty: 829.987671
	Iteration 7Q: 3 clusters Score -550960.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -551028.000000 Penalty: 829.987671
	Iteration 8Q: 3 clusters Score -551028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -551062.437500 Penalty: 829.987671
	Iteration 9Q: 3 clusters Score -551062.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -551083.125000 Penalty: 829.987671
	Iteration 10Q: 3 clusters Score -551083.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -551097.812500 Penalty: 829.987671
	Iteration 11Q: 3 clusters Score -551097.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -551112.937500 Penalty: 829.987671
	Iteration 12Q: 3 clusters Score -551112.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -551125.187500 Penalty: 829.987671
	Iteration 13Q: 3 clusters Score -551125.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -551133.875000 Penalty: 829.987671
	Iteration 14Q: 3 clusters Score -551133.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -551137.625000 Penalty: 829.987671
	Iteration 15Q: 3 clusters Score -551137.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -551141.875000 Penalty: 829.987671
	Iteration 16Q: 3 clusters Score -551141.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551145.125000 Penalty: 829.987671
	Iteration 17Q: 3 clusters Score -551145.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -551146.687500 Penalty: 829.987671
	Iteration 18Q: 3 clusters Score -551146.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -551148.062500 Penalty: 829.987671
	Iteration 19Q: 3 clusters Score -551148.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -551151.187500 Penalty: 829.987671
	Iteration 20F: 3 clusters Score -551151.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -551155.187500 Penalty: 829.987671
	Iteration 21Q: 3 clusters Score -551155.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -551159.500000 Penalty: 829.987671
	Iteration 22Q: 3 clusters Score -551159.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -551163.562500 Penalty: 829.987671
	Iteration 23Q: 3 clusters Score -551163.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -551166.500000 Penalty: 829.987671
	Iteration 24Q: 3 clusters Score -551166.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -551169.187500 Penalty: 829.987671
	Iteration 25Q: 3 clusters Score -551169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -551170.500000 Penalty: 829.987671
	Iteration 26Q: 3 clusters Score -551170.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -551171.187500 Penalty: 829.987671
	Iteration 27Q: 3 clusters Score -551171.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -551173.625000 Penalty: 829.987671
	Iteration 28Q: 3 clusters Score -551173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -551175.812500 Penalty: 829.987671
	Iteration 29Q: 3 clusters Score -551175.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: 